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Adding upstream version 15.2.0.

Signed-off-by: Daniel Baumann <daniel@debian.org>
This commit is contained in:
Daniel Baumann 2025-02-13 15:58:03 +01:00
parent bb75596aa9
commit 577b79f5a7
Signed by: daniel
GPG key ID: FBB4F0E80A80222F
81 changed files with 40321 additions and 37940 deletions

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@ -1,6 +1,68 @@
Changelog
=========
## [v15.1.0] - 2023-06-07
### :boom: BREAKING CHANGES
- due to [`6ad00ca`](https://github.com/tobymao/sqlglot/commit/6ad00caed965be3d69ebed8c57fea0b1b05406d4) - convert left and right closes [#1733](https://github.com/tobymao/sqlglot/pull/1733) *(commit by [@tobymao](https://github.com/tobymao))*:
convert left and right closes #1733
### :sparkles: New Features
- [`5867fc4`](https://github.com/tobymao/sqlglot/commit/5867fc4b3d0fda96c22826c2e094219c930c9c0c) - **postgres**: add support for all range/multirange types *(PR [#1718](https://github.com/tobymao/sqlglot/pull/1718) by [@GeorgeSittas](https://github.com/GeorgeSittas))*
- :arrow_lower_right: *addresses issue [#1717](undefined) opened by [@orf](https://github.com/orf)*
- [`dd29f3f`](https://github.com/tobymao/sqlglot/commit/dd29f3fad46d8939aa9a263d73f6a9f1e5e3cdc7) - **presto**: transpile 'epoch' to '1970-01-01 00:00:00' in time-like casts *(PR [#1726](https://github.com/tobymao/sqlglot/pull/1726) by [@GeorgeSittas](https://github.com/GeorgeSittas))*
- :arrow_lower_right: *addresses issue [#1725](undefined) opened by [@pangyifish](https://github.com/pangyifish)*
### :bug: Bug Fixes
- [`4f31a50`](https://github.com/tobymao/sqlglot/commit/4f31a50448ea4d84c602667b5c5ee9a788c33586) - clickhouse backslash str escape closes [#1719](https://github.com/tobymao/sqlglot/pull/1719) *(commit by [@tobymao](https://github.com/tobymao))*
- [`95f7ac7`](https://github.com/tobymao/sqlglot/commit/95f7ac7d7f046c123653f157923a284a7db18cb0) - **bigquery**: treat HASH as a reserved keyword *(PR [#1721](https://github.com/tobymao/sqlglot/pull/1721) by [@GeorgeSittas](https://github.com/GeorgeSittas))*
- [`cad14bd`](https://github.com/tobymao/sqlglot/commit/cad14bd6730f02fbd416783c66bdebed00ef63c2) - conditionally quote identifiers that start with a digit *(PR [#1729](https://github.com/tobymao/sqlglot/pull/1729) by [@GeorgeSittas](https://github.com/GeorgeSittas))*
- :arrow_lower_right: *fixes issue [#1727](undefined) opened by [@vegarsti](https://github.com/vegarsti)*
- [`e058513`](https://github.com/tobymao/sqlglot/commit/e05851304f4c26d1eadc41603db63cbda53b1b88) - ensure pivot can be used as a table name *(PR [#1734](https://github.com/tobymao/sqlglot/pull/1734) by [@GeorgeSittas](https://github.com/GeorgeSittas))*
- [`be0de6e`](https://github.com/tobymao/sqlglot/commit/be0de6ecdce6c5e4772e138dec9f9e452822c92b) - window sql gen closes [#1739](https://github.com/tobymao/sqlglot/pull/1739) *(commit by [@tobymao](https://github.com/tobymao))*
### :wrench: Chores
- [`1eb338a`](https://github.com/tobymao/sqlglot/commit/1eb338a96d38e1fa186d396f714ee95900d79f31) - **optimizer**: fix pushdown_predicates comment example *(PR [#1732](https://github.com/tobymao/sqlglot/pull/1732) by [@GeorgeSittas](https://github.com/GeorgeSittas))*
- [`a30a828`](https://github.com/tobymao/sqlglot/commit/a30a828bab139a577b1180346ac717334cb09703) - cleanup identifer *(commit by [@tobymao](https://github.com/tobymao))*
## [v15.0.0] - 2023-06-02
### :sparkles: New Features
- [`24d44ad`](https://github.com/tobymao/sqlglot/commit/24d44ad400c1a7c3bb24a7d5b55368302a870d33) - **schema**: allow passing kwargs in ensure_schema *(PR [#1706](https://github.com/tobymao/sqlglot/pull/1706) by [@GeorgeSittas](https://github.com/GeorgeSittas))*
- [`1b1d9f2`](https://github.com/tobymao/sqlglot/commit/1b1d9f260c95d2e8815d8a7c039fb125e24b4134) - **mysql**: add support for the UNIQUE KEY constraint *(PR [#1708](https://github.com/tobymao/sqlglot/pull/1708) by [@GeorgeSittas](https://github.com/GeorgeSittas))*
- :arrow_lower_right: *addresses issue [#1707](undefined) opened by [@RothNRK](https://github.com/RothNRK)*
- [`17dc0e1`](https://github.com/tobymao/sqlglot/commit/17dc0e140a9256e0e9ae544727f18beb379defdb) - **duckdb**: add support for simplified pivot syntax *(PR [#1714](https://github.com/tobymao/sqlglot/pull/1714) by [@GeorgeSittas](https://github.com/GeorgeSittas))*
- :arrow_lower_right: *addresses issue [#1712](undefined) opened by [@csubhodeep](https://github.com/csubhodeep)*
### :bug: Bug Fixes
- [`ec7c863`](https://github.com/tobymao/sqlglot/commit/ec7c863064293487df5ba2b76ddfaf018aaa2556) - ensure maybe parse doesn't get none *(commit by [@tobymao](https://github.com/tobymao))*
- [`5f45e18`](https://github.com/tobymao/sqlglot/commit/5f45e1826f88a2eb8b25c9d09ee1b9fcc5499df4) - teradata partition order *(PR [#1696](https://github.com/tobymao/sqlglot/pull/1696) by [@tobymao](https://github.com/tobymao))*
- [`764ce6f`](https://github.com/tobymao/sqlglot/commit/764ce6fdbfcfeadc9486e92035262d186bce36ff) - clear errors on schema parse closes [#1698](https://github.com/tobymao/sqlglot/pull/1698) *(commit by [@tobymao](https://github.com/tobymao))*
- [`a9e1483`](https://github.com/tobymao/sqlglot/commit/a9e1483851e960f2e0289f93feebebdb00b2199c) - Minor Dataframe cleanup *(PR [#1700](https://github.com/tobymao/sqlglot/pull/1700) by [@eakmanrq](https://github.com/eakmanrq))*
- [`264e9d7`](https://github.com/tobymao/sqlglot/commit/264e9d7d8bf25db60e3dec1f6a5bee528c5300d6) - make error message more robust *(commit by [@tobymao](https://github.com/tobymao))*
- [`da17c4d`](https://github.com/tobymao/sqlglot/commit/da17c4d54290f5ba4bfed5ccb716e5d6f4e3d2f9) - snowflake object_construct to struct closes [#1699](https://github.com/tobymao/sqlglot/pull/1699) *(commit by [@tobymao](https://github.com/tobymao))*
- [`2792eaa`](https://github.com/tobymao/sqlglot/commit/2792eaa1c06be3f6ff53201a4111f6e4a145d572) - bigquery record -> struct *(commit by [@tobymao](https://github.com/tobymao))*
- [`6045b74`](https://github.com/tobymao/sqlglot/commit/6045b74cfa75f11ce1ac74319b1e9f8fef523f00) - allow type column ops for bigquery *(commit by [@tobymao](https://github.com/tobymao))*
- [`910166c`](https://github.com/tobymao/sqlglot/commit/910166c1d1d33e2110c26140e1916745dc2f1212) - set quote_identifiers in qualify, add normalize flag in schema *(PR [#1701](https://github.com/tobymao/sqlglot/pull/1701) by [@GeorgeSittas](https://github.com/GeorgeSittas))*
- [`611c234`](https://github.com/tobymao/sqlglot/commit/611c234b0bd0e100079011780f3f70eaf95aad01) - parse query modifiers for ddl selects *(PR [#1703](https://github.com/tobymao/sqlglot/pull/1703) by [@GeorgeSittas](https://github.com/GeorgeSittas))*
- :arrow_lower_right: *fixes issue [#1702](undefined) opened by [@hsheth2](https://github.com/hsheth2)*
- [`6833823`](https://github.com/tobymao/sqlglot/commit/683382364fedb920497f3ea8d34dbb7f902d9803) - **duckdb**: transpile DATE_SUB into a subtraction *(PR [#1705](https://github.com/tobymao/sqlglot/pull/1705) by [@GeorgeSittas](https://github.com/GeorgeSittas))*
- :arrow_lower_right: *fixes issue [#1704](undefined) opened by [@muscovitebob](https://github.com/muscovitebob)*
- [`dd5457c`](https://github.com/tobymao/sqlglot/commit/dd5457c9df533c3d26dbaabd828453609a224fae) - **schema**: ensure the correct dialect is used in schema methods *(PR [#1710](https://github.com/tobymao/sqlglot/pull/1710) by [@GeorgeSittas](https://github.com/GeorgeSittas))*
- [`92dbace`](https://github.com/tobymao/sqlglot/commit/92dbace2687308398d756d01637ede395a2ae35c) - interval preceding closes [#1715](https://github.com/tobymao/sqlglot/pull/1715) *(commit by [@tobymao](https://github.com/tobymao))*
### :recycle: Refactors
- [`12d3cca`](https://github.com/tobymao/sqlglot/commit/12d3cca8bab004dc378f6f272be7b07a7e16eaae) - **schema**: replace _ensure_table with exp.maybe_parse *(PR [#1709](https://github.com/tobymao/sqlglot/pull/1709) by [@GeorgeSittas](https://github.com/GeorgeSittas))*
- [`5d6fbfe`](https://github.com/tobymao/sqlglot/commit/5d6fbfe00cafa0c73ab83beaf10d24aa5640e646) - factor out the the name sequence generation logic *(PR [#1716](https://github.com/tobymao/sqlglot/pull/1716) by [@GeorgeSittas](https://github.com/GeorgeSittas))*
### :wrench: Chores
- [`810522b`](https://github.com/tobymao/sqlglot/commit/810522bf53f3c78409a167fe37d72e6186a62e23) - fix return type of and_, or_ methods *(commit by [@GeorgeSittas](https://github.com/GeorgeSittas))*
- [`c2c955c`](https://github.com/tobymao/sqlglot/commit/c2c955cfef86abfeee56ebb200abcff30a3da325) - make exception less broad *(commit by [@tobymao](https://github.com/tobymao))*
- [`e7abaef`](https://github.com/tobymao/sqlglot/commit/e7abaefec875a58288c366fe9a3e899c2bc6b4c1) - cleanup *(commit by [@tobymao](https://github.com/tobymao))*
- [`223c58d`](https://github.com/tobymao/sqlglot/commit/223c58d5c9845098983e94fcb2f525c61b634c4c) - fix tests *(commit by [@tobymao](https://github.com/tobymao))*
## [v14.1.1] - 2023-05-26
### :bug: Bug Fixes
- [`8f0fbad`](https://github.com/tobymao/sqlglot/commit/8f0fbad89c87741b022406256b68bc81e5887a42) - make map gen more robust *(commit by [@tobymao](https://github.com/tobymao))*
@ -331,4 +393,6 @@ Changelog
[v13.3.1]: https://github.com/tobymao/sqlglot/compare/v13.3.0...v13.3.1
[v14.0.0]: https://github.com/tobymao/sqlglot/compare/v13.3.1...v14.0.0
[v14.1.0]: https://github.com/tobymao/sqlglot/compare/show...v14.1.0
[v14.1.1]: https://github.com/tobymao/sqlglot/compare/v14.1.0...v14.1.1
[v14.1.1]: https://github.com/tobymao/sqlglot/compare/v14.1.0...v14.1.1
[v15.0.0]: https://github.com/tobymao/sqlglot/compare/v14.1.1...v15.0.0
[v15.1.0]: https://github.com/tobymao/sqlglot/compare/v15.0.0...v15.1.0

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@ -247,7 +247,7 @@ parse_one("SELECT x FROM y").from_("z").sql()
```
```sql
'SELECT x FROM y, z'
'SELECT x FROM z'
```
There is also a way to recursively transform the parsed tree by applying a mapping function to each tree node:

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@ -51,8 +51,8 @@
<div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos">1</span></a><span class="c1"># file generated by setuptools_scm</span>
</span><span id="L-2"><a href="#L-2"><span class="linenos">2</span></a><span class="c1"># don&#39;t change, don&#39;t track in version control</span>
</span><span id="L-3"><a href="#L-3"><span class="linenos">3</span></a><span class="n">__version__</span> <span class="o">=</span> <span class="n">version</span> <span class="o">=</span> <span class="s1">&#39;14.1.1&#39;</span>
</span><span id="L-4"><a href="#L-4"><span class="linenos">4</span></a><span class="n">__version_tuple__</span> <span class="o">=</span> <span class="n">version_tuple</span> <span class="o">=</span> <span class="p">(</span><span class="mi">14</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
</span><span id="L-3"><a href="#L-3"><span class="linenos">3</span></a><span class="n">__version__</span> <span class="o">=</span> <span class="n">version</span> <span class="o">=</span> <span class="s1">&#39;15.1.0&#39;</span>
</span><span id="L-4"><a href="#L-4"><span class="linenos">4</span></a><span class="n">__version_tuple__</span> <span class="o">=</span> <span class="n">version_tuple</span> <span class="o">=</span> <span class="p">(</span><span class="mi">15</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span>
</span></pre></div>

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@ -550,33 +550,29 @@
</span><span id="SparkSession-127"><a href="#SparkSession-127"><span class="linenos">127</span></a> <span class="k">return</span> <span class="n">name</span>
</span><span id="SparkSession-128"><a href="#SparkSession-128"><span class="linenos">128</span></a>
</span><span id="SparkSession-129"><a href="#SparkSession-129"><span class="linenos">129</span></a> <span class="nd">@property</span>
</span><span id="SparkSession-130"><a href="#SparkSession-130"><span class="linenos">130</span></a> <span class="k">def</span> <span class="nf">_random_name</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="SparkSession-131"><a href="#SparkSession-131"><span class="linenos">131</span></a> <span class="k">return</span> <span class="s2">&quot;r&quot;</span> <span class="o">+</span> <span class="n">uuid</span><span class="o">.</span><span class="n">uuid4</span><span class="p">()</span><span class="o">.</span><span class="n">hex</span>
</span><span id="SparkSession-132"><a href="#SparkSession-132"><span class="linenos">132</span></a>
</span><span id="SparkSession-133"><a href="#SparkSession-133"><span class="linenos">133</span></a> <span class="nd">@property</span>
</span><span id="SparkSession-134"><a href="#SparkSession-134"><span class="linenos">134</span></a> <span class="k">def</span> <span class="nf">_random_branch_id</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="SparkSession-135"><a href="#SparkSession-135"><span class="linenos">135</span></a> <span class="nb">id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_random_id</span>
</span><span id="SparkSession-136"><a href="#SparkSession-136"><span class="linenos">136</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">known_branch_ids</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="nb">id</span><span class="p">)</span>
</span><span id="SparkSession-137"><a href="#SparkSession-137"><span class="linenos">137</span></a> <span class="k">return</span> <span class="nb">id</span>
</span><span id="SparkSession-138"><a href="#SparkSession-138"><span class="linenos">138</span></a>
</span><span id="SparkSession-139"><a href="#SparkSession-139"><span class="linenos">139</span></a> <span class="nd">@property</span>
</span><span id="SparkSession-140"><a href="#SparkSession-140"><span class="linenos">140</span></a> <span class="k">def</span> <span class="nf">_random_sequence_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span><span id="SparkSession-141"><a href="#SparkSession-141"><span class="linenos">141</span></a> <span class="nb">id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_random_id</span>
</span><span id="SparkSession-142"><a href="#SparkSession-142"><span class="linenos">142</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">known_sequence_ids</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="nb">id</span><span class="p">)</span>
</span><span id="SparkSession-143"><a href="#SparkSession-143"><span class="linenos">143</span></a> <span class="k">return</span> <span class="nb">id</span>
</span><span id="SparkSession-144"><a href="#SparkSession-144"><span class="linenos">144</span></a>
</span><span id="SparkSession-145"><a href="#SparkSession-145"><span class="linenos">145</span></a> <span class="nd">@property</span>
</span><span id="SparkSession-146"><a href="#SparkSession-146"><span class="linenos">146</span></a> <span class="k">def</span> <span class="nf">_random_id</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="SparkSession-147"><a href="#SparkSession-147"><span class="linenos">147</span></a> <span class="nb">id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_random_name</span>
</span><span id="SparkSession-148"><a href="#SparkSession-148"><span class="linenos">148</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">known_ids</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="nb">id</span><span class="p">)</span>
</span><span id="SparkSession-149"><a href="#SparkSession-149"><span class="linenos">149</span></a> <span class="k">return</span> <span class="nb">id</span>
</span><span id="SparkSession-130"><a href="#SparkSession-130"><span class="linenos">130</span></a> <span class="k">def</span> <span class="nf">_random_branch_id</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="SparkSession-131"><a href="#SparkSession-131"><span class="linenos">131</span></a> <span class="nb">id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_random_id</span>
</span><span id="SparkSession-132"><a href="#SparkSession-132"><span class="linenos">132</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">known_branch_ids</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="nb">id</span><span class="p">)</span>
</span><span id="SparkSession-133"><a href="#SparkSession-133"><span class="linenos">133</span></a> <span class="k">return</span> <span class="nb">id</span>
</span><span id="SparkSession-134"><a href="#SparkSession-134"><span class="linenos">134</span></a>
</span><span id="SparkSession-135"><a href="#SparkSession-135"><span class="linenos">135</span></a> <span class="nd">@property</span>
</span><span id="SparkSession-136"><a href="#SparkSession-136"><span class="linenos">136</span></a> <span class="k">def</span> <span class="nf">_random_sequence_id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span><span id="SparkSession-137"><a href="#SparkSession-137"><span class="linenos">137</span></a> <span class="nb">id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_random_id</span>
</span><span id="SparkSession-138"><a href="#SparkSession-138"><span class="linenos">138</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">known_sequence_ids</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="nb">id</span><span class="p">)</span>
</span><span id="SparkSession-139"><a href="#SparkSession-139"><span class="linenos">139</span></a> <span class="k">return</span> <span class="nb">id</span>
</span><span id="SparkSession-140"><a href="#SparkSession-140"><span class="linenos">140</span></a>
</span><span id="SparkSession-141"><a href="#SparkSession-141"><span class="linenos">141</span></a> <span class="nd">@property</span>
</span><span id="SparkSession-142"><a href="#SparkSession-142"><span class="linenos">142</span></a> <span class="k">def</span> <span class="nf">_random_id</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="SparkSession-143"><a href="#SparkSession-143"><span class="linenos">143</span></a> <span class="nb">id</span> <span class="o">=</span> <span class="s2">&quot;r&quot;</span> <span class="o">+</span> <span class="n">uuid</span><span class="o">.</span><span class="n">uuid4</span><span class="p">()</span><span class="o">.</span><span class="n">hex</span>
</span><span id="SparkSession-144"><a href="#SparkSession-144"><span class="linenos">144</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">known_ids</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="nb">id</span><span class="p">)</span>
</span><span id="SparkSession-145"><a href="#SparkSession-145"><span class="linenos">145</span></a> <span class="k">return</span> <span class="nb">id</span>
</span><span id="SparkSession-146"><a href="#SparkSession-146"><span class="linenos">146</span></a>
</span><span id="SparkSession-147"><a href="#SparkSession-147"><span class="linenos">147</span></a> <span class="nd">@property</span>
</span><span id="SparkSession-148"><a href="#SparkSession-148"><span class="linenos">148</span></a> <span class="k">def</span> <span class="nf">_join_hint_names</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Set</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span>
</span><span id="SparkSession-149"><a href="#SparkSession-149"><span class="linenos">149</span></a> <span class="k">return</span> <span class="p">{</span><span class="s2">&quot;BROADCAST&quot;</span><span class="p">,</span> <span class="s2">&quot;MERGE&quot;</span><span class="p">,</span> <span class="s2">&quot;SHUFFLE_HASH&quot;</span><span class="p">,</span> <span class="s2">&quot;SHUFFLE_REPLICATE_NL&quot;</span><span class="p">}</span>
</span><span id="SparkSession-150"><a href="#SparkSession-150"><span class="linenos">150</span></a>
</span><span id="SparkSession-151"><a href="#SparkSession-151"><span class="linenos">151</span></a> <span class="nd">@property</span>
</span><span id="SparkSession-152"><a href="#SparkSession-152"><span class="linenos">152</span></a> <span class="k">def</span> <span class="nf">_join_hint_names</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Set</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span>
</span><span id="SparkSession-153"><a href="#SparkSession-153"><span class="linenos">153</span></a> <span class="k">return</span> <span class="p">{</span><span class="s2">&quot;BROADCAST&quot;</span><span class="p">,</span> <span class="s2">&quot;MERGE&quot;</span><span class="p">,</span> <span class="s2">&quot;SHUFFLE_HASH&quot;</span><span class="p">,</span> <span class="s2">&quot;SHUFFLE_REPLICATE_NL&quot;</span><span class="p">}</span>
</span><span id="SparkSession-154"><a href="#SparkSession-154"><span class="linenos">154</span></a>
</span><span id="SparkSession-155"><a href="#SparkSession-155"><span class="linenos">155</span></a> <span class="k">def</span> <span class="nf">_add_alias_to_mapping</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">sequence_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">):</span>
</span><span id="SparkSession-156"><a href="#SparkSession-156"><span class="linenos">156</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">name_to_sequence_id_mapping</span><span class="p">[</span><span class="n">name</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">sequence_id</span><span class="p">)</span>
</span><span id="SparkSession-151"><a href="#SparkSession-151"><span class="linenos">151</span></a> <span class="k">def</span> <span class="nf">_add_alias_to_mapping</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">sequence_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">):</span>
</span><span id="SparkSession-152"><a href="#SparkSession-152"><span class="linenos">152</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">name_to_sequence_id_mapping</span><span class="p">[</span><span class="n">name</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">sequence_id</span><span class="p">)</span>
</span></pre></div>
@ -606,7 +602,7 @@
<div class="attr function">
<span class="def">def</span>
<span class="name">createDataFrame</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="n">data</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684976777040&#39;</span><span class="o">&gt;</span><span class="p">],</span> <span class="n">List</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684976777040&#39;</span><span class="o">&gt;</span><span class="p">],</span> <span class="n">Tuple</span><span class="p">]]</span>,</span><span class="param"> <span class="n">schema</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684976987632&#39;</span><span class="o">&gt;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">samplingRatio</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">float</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">verifySchema</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span></span><span class="return-annotation">) -> <span class="n"><a href="#DataFrame">sqlglot.dataframe.sql.DataFrame</a></span>:</span></span>
<span class="name">createDataFrame</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="n">data</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604724939168&#39;</span><span class="o">&gt;</span><span class="p">],</span> <span class="n">List</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604724939168&#39;</span><span class="o">&gt;</span><span class="p">],</span> <span class="n">Tuple</span><span class="p">]]</span>,</span><span class="param"> <span class="n">schema</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604726296240&#39;</span><span class="o">&gt;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">samplingRatio</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">float</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">verifySchema</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span></span><span class="return-annotation">) -> <span class="n"><a href="#DataFrame">sqlglot.dataframe.sql.DataFrame</a></span>:</span></span>
<label class="view-source-button" for="SparkSession.createDataFrame-view-source"><span>View Source</span></label>
@ -812,7 +808,7 @@
</span><span id="DataFrame-128"><a href="#DataFrame-128"><span class="linenos">128</span></a> <span class="n">sequence_id</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="DataFrame-129"><a href="#DataFrame-129"><span class="linenos">129</span></a> <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
</span><span id="DataFrame-130"><a href="#DataFrame-130"><span class="linenos">130</span></a> <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Tuple</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">CTE</span><span class="p">,</span> <span class="nb">str</span><span class="p">]:</span>
</span><span id="DataFrame-131"><a href="#DataFrame-131"><span class="linenos">131</span></a> <span class="n">name</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">spark</span><span class="o">.</span><span class="n">_random_name</span>
</span><span id="DataFrame-131"><a href="#DataFrame-131"><span class="linenos">131</span></a> <span class="n">name</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_create_hash_from_expression</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="DataFrame-132"><a href="#DataFrame-132"><span class="linenos">132</span></a> <span class="n">expression_to_cte</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
</span><span id="DataFrame-133"><a href="#DataFrame-133"><span class="linenos">133</span></a> <span class="n">expression_to_cte</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;with&quot;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
</span><span id="DataFrame-134"><a href="#DataFrame-134"><span class="linenos">134</span></a> <span class="n">cte</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">()</span><span class="o">.</span><span class="n">with_</span><span class="p">(</span><span class="n">name</span><span class="p">,</span> <span class="n">as_</span><span class="o">=</span><span class="n">expression_to_cte</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span><span class="o">.</span><span class="n">ctes</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
@ -948,7 +944,7 @@
</span><span id="DataFrame-264"><a href="#DataFrame-264"><span class="linenos">264</span></a> <span class="k">return</span> <span class="p">[</span><span class="n">Column</span><span class="p">(</span><span class="n">x</span><span class="p">)</span> <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">find</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">)</span> <span class="ow">or</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">())</span><span class="o">.</span><span class="n">expressions</span><span class="p">]</span>
</span><span id="DataFrame-265"><a href="#DataFrame-265"><span class="linenos">265</span></a>
</span><span id="DataFrame-266"><a href="#DataFrame-266"><span class="linenos">266</span></a> <span class="nd">@classmethod</span>
</span><span id="DataFrame-267"><a href="#DataFrame-267"><span class="linenos">267</span></a> <span class="k">def</span> <span class="nf">_create_hash_from_expression</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">):</span>
</span><span id="DataFrame-267"><a href="#DataFrame-267"><span class="linenos">267</span></a> <span class="k">def</span> <span class="nf">_create_hash_from_expression</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="DataFrame-268"><a href="#DataFrame-268"><span class="linenos">268</span></a> <span class="n">value</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">dialect</span><span class="o">=</span><span class="s2">&quot;spark&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="s2">&quot;utf-8&quot;</span><span class="p">)</span>
</span><span id="DataFrame-269"><a href="#DataFrame-269"><span class="linenos">269</span></a> <span class="k">return</span> <span class="sa">f</span><span class="s2">&quot;t</span><span class="si">{</span><span class="n">zlib</span><span class="o">.</span><span class="n">crc32</span><span class="p">(</span><span class="n">value</span><span class="p">)</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">[:</span><span class="mi">6</span><span class="p">]</span>
</span><span id="DataFrame-270"><a href="#DataFrame-270"><span class="linenos">270</span></a>
@ -984,7 +980,7 @@
</span><span id="DataFrame-300"><a href="#DataFrame-300"><span class="linenos">300</span></a> <span class="k">for</span> <span class="n">expression_type</span><span class="p">,</span> <span class="n">select_expression</span> <span class="ow">in</span> <span class="n">select_expressions</span><span class="p">:</span>
</span><span id="DataFrame-301"><a href="#DataFrame-301"><span class="linenos">301</span></a> <span class="n">select_expression</span> <span class="o">=</span> <span class="n">select_expression</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">replace_id_value</span><span class="p">,</span> <span class="n">replacement_mapping</span><span class="p">)</span>
</span><span id="DataFrame-302"><a href="#DataFrame-302"><span class="linenos">302</span></a> <span class="k">if</span> <span class="n">optimize</span><span class="p">:</span>
</span><span id="DataFrame-303"><a href="#DataFrame-303"><span class="linenos">303</span></a> <span class="n">select_expression</span> <span class="o">=</span> <span class="n">optimize_func</span><span class="p">(</span><span class="n">select_expression</span><span class="p">,</span> <span class="n">identify</span><span class="o">=</span><span class="s2">&quot;always&quot;</span><span class="p">)</span>
</span><span id="DataFrame-303"><a href="#DataFrame-303"><span class="linenos">303</span></a> <span class="n">select_expression</span> <span class="o">=</span> <span class="n">t</span><span class="o">.</span><span class="n">cast</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">,</span> <span class="n">optimize_func</span><span class="p">(</span><span class="n">select_expression</span><span class="p">))</span>
</span><span id="DataFrame-304"><a href="#DataFrame-304"><span class="linenos">304</span></a> <span class="n">select_expression</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">_replace_cte_names_with_hashes</span><span class="p">(</span><span class="n">select_expression</span><span class="p">)</span>
</span><span id="DataFrame-305"><a href="#DataFrame-305"><span class="linenos">305</span></a> <span class="n">expression</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Union</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cache</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Drop</span><span class="p">]</span>
</span><span id="DataFrame-306"><a href="#DataFrame-306"><span class="linenos">306</span></a> <span class="k">if</span> <span class="n">expression_type</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cache</span><span class="p">:</span>
@ -1509,7 +1505,7 @@
<input id="DataFrame.__init__-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
<div class="attr function">
<span class="name">DataFrame</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="n">spark</span><span class="p">:</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684981920560&#39;</span><span class="o">&gt;</span>,</span><span class="param"> <span class="n">expression</span><span class="p">:</span> <span class="n"><a href="../expressions.html#Select">sqlglot.expressions.Select</a></span>,</span><span class="param"> <span class="n">branch_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">sequence_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">last_op</span><span class="p">:</span> <span class="n">sqlglot</span><span class="o">.</span><span class="n">dataframe</span><span class="o">.</span><span class="n">sql</span><span class="o">.</span><span class="n">operations</span><span class="o">.</span><span class="n">Operation</span> <span class="o">=</span> <span class="o">&lt;</span><span class="n">Operation</span><span class="o">.</span><span class="n">INIT</span><span class="p">:</span> <span class="o">-</span><span class="mi">1</span><span class="o">&gt;</span>,</span><span class="param"> <span class="n">pending_hints</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">List</span><span class="p">[</span><span class="n"><a href="../expressions.html#Expression">sqlglot.expressions.Expression</a></span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">output_expression_container</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684981549680&#39;</span><span class="o">&gt;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="o">**</span><span class="n">kwargs</span></span>)</span>
<span class="name">DataFrame</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="n">spark</span><span class="p">:</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604728440864&#39;</span><span class="o">&gt;</span>,</span><span class="param"> <span class="n">expression</span><span class="p">:</span> <span class="n"><a href="../expressions.html#Select">sqlglot.expressions.Select</a></span>,</span><span class="param"> <span class="n">branch_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">sequence_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">last_op</span><span class="p">:</span> <span class="n">sqlglot</span><span class="o">.</span><span class="n">dataframe</span><span class="o">.</span><span class="n">sql</span><span class="o">.</span><span class="n">operations</span><span class="o">.</span><span class="n">Operation</span> <span class="o">=</span> <span class="o">&lt;</span><span class="n">Operation</span><span class="o">.</span><span class="n">INIT</span><span class="p">:</span> <span class="o">-</span><span class="mi">1</span><span class="o">&gt;</span>,</span><span class="param"> <span class="n">pending_hints</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">List</span><span class="p">[</span><span class="n"><a href="../expressions.html#Expression">sqlglot.expressions.Expression</a></span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">output_expression_container</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604729565168&#39;</span><span class="o">&gt;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="o">**</span><span class="n">kwargs</span></span>)</span>
<label class="view-source-button" for="DataFrame.__init__-view-source"><span>View Source</span></label>
@ -1558,7 +1554,7 @@
</span><span id="DataFrame.sql-300"><a href="#DataFrame.sql-300"><span class="linenos">300</span></a> <span class="k">for</span> <span class="n">expression_type</span><span class="p">,</span> <span class="n">select_expression</span> <span class="ow">in</span> <span class="n">select_expressions</span><span class="p">:</span>
</span><span id="DataFrame.sql-301"><a href="#DataFrame.sql-301"><span class="linenos">301</span></a> <span class="n">select_expression</span> <span class="o">=</span> <span class="n">select_expression</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">replace_id_value</span><span class="p">,</span> <span class="n">replacement_mapping</span><span class="p">)</span>
</span><span id="DataFrame.sql-302"><a href="#DataFrame.sql-302"><span class="linenos">302</span></a> <span class="k">if</span> <span class="n">optimize</span><span class="p">:</span>
</span><span id="DataFrame.sql-303"><a href="#DataFrame.sql-303"><span class="linenos">303</span></a> <span class="n">select_expression</span> <span class="o">=</span> <span class="n">optimize_func</span><span class="p">(</span><span class="n">select_expression</span><span class="p">,</span> <span class="n">identify</span><span class="o">=</span><span class="s2">&quot;always&quot;</span><span class="p">)</span>
</span><span id="DataFrame.sql-303"><a href="#DataFrame.sql-303"><span class="linenos">303</span></a> <span class="n">select_expression</span> <span class="o">=</span> <span class="n">t</span><span class="o">.</span><span class="n">cast</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">,</span> <span class="n">optimize_func</span><span class="p">(</span><span class="n">select_expression</span><span class="p">))</span>
</span><span id="DataFrame.sql-304"><a href="#DataFrame.sql-304"><span class="linenos">304</span></a> <span class="n">select_expression</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">_replace_cte_names_with_hashes</span><span class="p">(</span><span class="n">select_expression</span><span class="p">)</span>
</span><span id="DataFrame.sql-305"><a href="#DataFrame.sql-305"><span class="linenos">305</span></a> <span class="n">expression</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Union</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cache</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Drop</span><span class="p">]</span>
</span><span id="DataFrame.sql-306"><a href="#DataFrame.sql-306"><span class="linenos">306</span></a> <span class="k">if</span> <span class="n">expression_type</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cache</span><span class="p">:</span>
@ -2284,7 +2280,7 @@ is unlikely to come up.</p>
<div class="decorator">@operation(Operation.FROM)</div>
<span class="def">def</span>
<span class="name">fillna</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="n">value</span><span class="p">:</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684977266160&#39;</span><span class="o">&gt;</span>,</span><span class="param"> <span class="n">subset</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="o">...</span><span class="p">],</span> <span class="n">List</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span> <span class="n">NoneType</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span></span><span class="return-annotation">) -> <span class="n"><a href="#DataFrame">sqlglot.dataframe.sql.DataFrame</a></span>:</span></span>
<span class="name">fillna</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="n">value</span><span class="p">:</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604723599328&#39;</span><span class="o">&gt;</span>,</span><span class="param"> <span class="n">subset</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="o">...</span><span class="p">],</span> <span class="n">List</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span> <span class="n">NoneType</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span></span><span class="return-annotation">) -> <span class="n"><a href="#DataFrame">sqlglot.dataframe.sql.DataFrame</a></span>:</span></span>
<label class="view-source-button" for="DataFrame.fillna-view-source"><span>View Source</span></label>
@ -2353,7 +2349,7 @@ and check if it matches the type of the value provided. If not then make it null
<div class="decorator">@operation(Operation.FROM)</div>
<span class="def">def</span>
<span class="name">replace</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="n">to_replace</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">int</span><span class="p">,</span> <span class="nb">float</span><span class="p">,</span> <span class="nb">str</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Dict</span><span class="p">]</span>,</span><span class="param"> <span class="n">value</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">int</span><span class="p">,</span> <span class="nb">float</span><span class="p">,</span> <span class="nb">str</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">NoneType</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">subset</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="n">Collection</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684977728224&#39;</span><span class="o">&gt;</span><span class="p">],</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684977728224&#39;</span><span class="o">&gt;</span><span class="p">,</span> <span class="n">NoneType</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span></span><span class="return-annotation">) -> <span class="n"><a href="#DataFrame">sqlglot.dataframe.sql.DataFrame</a></span>:</span></span>
<span class="name">replace</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="n">to_replace</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">int</span><span class="p">,</span> <span class="nb">float</span><span class="p">,</span> <span class="nb">str</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Dict</span><span class="p">]</span>,</span><span class="param"> <span class="n">value</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">int</span><span class="p">,</span> <span class="nb">float</span><span class="p">,</span> <span class="nb">str</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">NoneType</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">subset</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="n">Collection</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604723535904&#39;</span><span class="o">&gt;</span><span class="p">],</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604723535904&#39;</span><span class="o">&gt;</span><span class="p">,</span> <span class="n">NoneType</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span></span><span class="return-annotation">) -> <span class="n"><a href="#DataFrame">sqlglot.dataframe.sql.DataFrame</a></span>:</span></span>
<label class="view-source-button" for="DataFrame.replace-view-source"><span>View Source</span></label>
@ -2558,7 +2554,7 @@ and check if it matches the type of the value provided. If not then make it null
<div class="decorator">@operation(Operation.NO_OP)</div>
<span class="def">def</span>
<span class="name">repartition</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="n">numPartitions</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">int</span><span class="p">,</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684976134272&#39;</span><span class="o">&gt;</span><span class="p">]</span>,</span><span class="param"> <span class="o">*</span><span class="n">cols</span><span class="p">:</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684975680992&#39;</span><span class="o">&gt;</span></span><span class="return-annotation">) -> <span class="n"><a href="#DataFrame">sqlglot.dataframe.sql.DataFrame</a></span>:</span></span>
<span class="name">repartition</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="n">numPartitions</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="nb">int</span><span class="p">,</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604723822992&#39;</span><span class="o">&gt;</span><span class="p">]</span>,</span><span class="param"> <span class="o">*</span><span class="n">cols</span><span class="p">:</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604723880880&#39;</span><span class="o">&gt;</span></span><span class="return-annotation">) -> <span class="n"><a href="#DataFrame">sqlglot.dataframe.sql.DataFrame</a></span>:</span></span>
<label class="view-source-button" for="DataFrame.repartition-view-source"><span>View Source</span></label>
@ -3226,7 +3222,7 @@ and check if it matches the type of the value provided. If not then make it null
<input id="Column.__init__-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
<div class="attr function">
<span class="name">Column</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="n">expression</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684979775312&#39;</span><span class="o">&gt;</span><span class="p">,</span> <span class="n"><a href="../expressions.html#Expression">sqlglot.expressions.Expression</a></span><span class="p">,</span> <span class="n">NoneType</span><span class="p">]</span></span>)</span>
<span class="name">Column</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="n">expression</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604725847056&#39;</span><span class="o">&gt;</span><span class="p">,</span> <span class="n"><a href="../expressions.html#Expression">sqlglot.expressions.Expression</a></span><span class="p">,</span> <span class="n">NoneType</span><span class="p">]</span></span>)</span>
<label class="view-source-button" for="Column.__init__-view-source"><span>View Source</span></label>
@ -3254,7 +3250,7 @@ and check if it matches the type of the value provided. If not then make it null
<div class="decorator">@classmethod</div>
<span class="def">def</span>
<span class="name">ensure_col</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">cls</span>,</span><span class="param"> <span class="n">value</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684975891488&#39;</span><span class="o">&gt;</span><span class="p">,</span> <span class="n"><a href="../expressions.html#Expression">sqlglot.expressions.Expression</a></span><span class="p">,</span> <span class="n">NoneType</span><span class="p">]</span></span><span class="return-annotation">):</span></span>
<span class="name">ensure_col</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">cls</span>,</span><span class="param"> <span class="n">value</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604723943728&#39;</span><span class="o">&gt;</span><span class="p">,</span> <span class="n"><a href="../expressions.html#Expression">sqlglot.expressions.Expression</a></span><span class="p">,</span> <span class="n">NoneType</span><span class="p">]</span></span><span class="return-annotation">):</span></span>
<label class="view-source-button" for="Column.ensure_col-view-source"><span>View Source</span></label>
@ -3275,7 +3271,7 @@ and check if it matches the type of the value provided. If not then make it null
<div class="decorator">@classmethod</div>
<span class="def">def</span>
<span class="name">ensure_cols</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">cls</span>,</span><span class="param"> <span class="n">args</span><span class="p">:</span> <span class="n">List</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684975947792&#39;</span><span class="o">&gt;</span><span class="p">,</span> <span class="n"><a href="../expressions.html#Expression">sqlglot.expressions.Expression</a></span><span class="p">]]</span></span><span class="return-annotation">) -> <span class="n">List</span><span class="p">[</span><span class="n"><a href="#Column">sqlglot.dataframe.sql.Column</a></span><span class="p">]</span>:</span></span>
<span class="name">ensure_cols</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">cls</span>,</span><span class="param"> <span class="n">args</span><span class="p">:</span> <span class="n">List</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604723933680&#39;</span><span class="o">&gt;</span><span class="p">,</span> <span class="n"><a href="../expressions.html#Expression">sqlglot.expressions.Expression</a></span><span class="p">]]</span></span><span class="return-annotation">) -> <span class="n">List</span><span class="p">[</span><span class="n"><a href="#Column">sqlglot.dataframe.sql.Column</a></span><span class="p">]</span>:</span></span>
<label class="view-source-button" for="Column.ensure_cols-view-source"><span>View Source</span></label>
@ -3296,7 +3292,7 @@ and check if it matches the type of the value provided. If not then make it null
<div class="decorator">@classmethod</div>
<span class="def">def</span>
<span class="name">invoke_anonymous_function</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">cls</span>,</span><span class="param"> <span class="n">column</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684976195040&#39;</span><span class="o">&gt;</span><span class="p">]</span>,</span><span class="param"> <span class="n">func_name</span><span class="p">:</span> <span class="nb">str</span>,</span><span class="param"> <span class="o">*</span><span class="n">args</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684976104048&#39;</span><span class="o">&gt;</span><span class="p">]</span></span><span class="return-annotation">) -> <span class="n"><a href="#Column">sqlglot.dataframe.sql.Column</a></span>:</span></span>
<span class="name">invoke_anonymous_function</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">cls</span>,</span><span class="param"> <span class="n">column</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604724460464&#39;</span><span class="o">&gt;</span><span class="p">]</span>,</span><span class="param"> <span class="n">func_name</span><span class="p">:</span> <span class="nb">str</span>,</span><span class="param"> <span class="o">*</span><span class="n">args</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604724156480&#39;</span><span class="o">&gt;</span><span class="p">]</span></span><span class="return-annotation">) -> <span class="n"><a href="#Column">sqlglot.dataframe.sql.Column</a></span>:</span></span>
<label class="view-source-button" for="Column.invoke_anonymous_function-view-source"><span>View Source</span></label>
@ -3323,7 +3319,7 @@ and check if it matches the type of the value provided. If not then make it null
<div class="decorator">@classmethod</div>
<span class="def">def</span>
<span class="name">invoke_expression_over_column</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">cls</span>,</span><span class="param"> <span class="n">column</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684976054896&#39;</span><span class="o">&gt;</span><span class="p">]</span>,</span><span class="param"> <span class="n">callable_expression</span><span class="p">:</span> <span class="n">Callable</span>,</span><span class="param"> <span class="o">**</span><span class="n">kwargs</span></span><span class="return-annotation">) -> <span class="n"><a href="#Column">sqlglot.dataframe.sql.Column</a></span>:</span></span>
<span class="name">invoke_expression_over_column</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">cls</span>,</span><span class="param"> <span class="n">column</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604724090944&#39;</span><span class="o">&gt;</span><span class="p">]</span>,</span><span class="param"> <span class="n">callable_expression</span><span class="p">:</span> <span class="n">Callable</span>,</span><span class="param"> <span class="o">**</span><span class="n">kwargs</span></span><span class="return-annotation">) -> <span class="n"><a href="#Column">sqlglot.dataframe.sql.Column</a></span>:</span></span>
<label class="view-source-button" for="Column.invoke_expression_over_column-view-source"><span>View Source</span></label>
@ -3360,7 +3356,7 @@ and check if it matches the type of the value provided. If not then make it null
<div class="attr function">
<span class="def">def</span>
<span class="name">binary_op</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="n">klass</span><span class="p">:</span> <span class="n">Callable</span>,</span><span class="param"> <span class="n">other</span><span class="p">:</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684975964368&#39;</span><span class="o">&gt;</span>,</span><span class="param"> <span class="o">**</span><span class="n">kwargs</span></span><span class="return-annotation">) -> <span class="n"><a href="#Column">sqlglot.dataframe.sql.Column</a></span>:</span></span>
<span class="name">binary_op</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="n">klass</span><span class="p">:</span> <span class="n">Callable</span>,</span><span class="param"> <span class="n">other</span><span class="p">:</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604724048944&#39;</span><span class="o">&gt;</span>,</span><span class="param"> <span class="o">**</span><span class="n">kwargs</span></span><span class="return-annotation">) -> <span class="n"><a href="#Column">sqlglot.dataframe.sql.Column</a></span>:</span></span>
<label class="view-source-button" for="Column.binary_op-view-source"><span>View Source</span></label>
@ -3381,7 +3377,7 @@ and check if it matches the type of the value provided. If not then make it null
<div class="attr function">
<span class="def">def</span>
<span class="name">inverse_binary_op</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="n">klass</span><span class="p">:</span> <span class="n">Callable</span>,</span><span class="param"> <span class="n">other</span><span class="p">:</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684976270528&#39;</span><span class="o">&gt;</span>,</span><span class="param"> <span class="o">**</span><span class="n">kwargs</span></span><span class="return-annotation">) -> <span class="n"><a href="#Column">sqlglot.dataframe.sql.Column</a></span>:</span></span>
<span class="name">inverse_binary_op</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="n">klass</span><span class="p">:</span> <span class="n">Callable</span>,</span><span class="param"> <span class="n">other</span><span class="p">:</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604724339344&#39;</span><span class="o">&gt;</span>,</span><span class="param"> <span class="o">**</span><span class="n">kwargs</span></span><span class="return-annotation">) -> <span class="n"><a href="#Column">sqlglot.dataframe.sql.Column</a></span>:</span></span>
<label class="view-source-button" for="Column.inverse_binary_op-view-source"><span>View Source</span></label>
@ -3891,7 +3887,7 @@ Sqlglot doesn't currently replicate this class so it only accepts a string</p>
<div class="attr function">
<span class="def">def</span>
<span class="name">isin</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="o">*</span><span class="n">cols</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684976455936&#39;</span><span class="o">&gt;</span><span class="p">,</span> <span class="n">Iterable</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684976455936&#39;</span><span class="o">&gt;</span><span class="p">]]</span></span><span class="return-annotation">):</span></span>
<span class="name">isin</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="o">*</span><span class="n">cols</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604722499344&#39;</span><span class="o">&gt;</span><span class="p">,</span> <span class="n">Iterable</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604722499344&#39;</span><span class="o">&gt;</span><span class="p">]]</span></span><span class="return-annotation">):</span></span>
<label class="view-source-button" for="Column.isin-view-source"><span>View Source</span></label>
@ -3912,7 +3908,7 @@ Sqlglot doesn't currently replicate this class so it only accepts a string</p>
<div class="attr function">
<span class="def">def</span>
<span class="name">between</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="n">lowerBound</span><span class="p">:</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684976541168&#39;</span><span class="o">&gt;</span>,</span><span class="param"> <span class="n">upperBound</span><span class="p">:</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684976612096&#39;</span><span class="o">&gt;</span></span><span class="return-annotation">) -> <span class="n"><a href="#Column">sqlglot.dataframe.sql.Column</a></span>:</span></span>
<span class="name">between</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="n">lowerBound</span><span class="p">:</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604722556992&#39;</span><span class="o">&gt;</span>,</span><span class="param"> <span class="n">upperBound</span><span class="p">:</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604722616528&#39;</span><span class="o">&gt;</span></span><span class="return-annotation">) -> <span class="n"><a href="#Column">sqlglot.dataframe.sql.Column</a></span>:</span></span>
<label class="view-source-button" for="Column.between-view-source"><span>View Source</span></label>
@ -3947,7 +3943,7 @@ Sqlglot doesn't currently replicate this class so it only accepts a string</p>
<div class="attr function">
<span class="def">def</span>
<span class="name">over</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="n">window</span><span class="p">:</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684976653312&#39;</span><span class="o">&gt;</span></span><span class="return-annotation">) -> <span class="n"><a href="#Column">sqlglot.dataframe.sql.Column</a></span>:</span></span>
<span class="name">over</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="n">window</span><span class="p">:</span> <span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604722692160&#39;</span><span class="o">&gt;</span></span><span class="return-annotation">) -> <span class="n"><a href="#Column">sqlglot.dataframe.sql.Column</a></span>:</span></span>
<label class="view-source-button" for="Column.over-view-source"><span>View Source</span></label>
@ -4145,7 +4141,7 @@ Sqlglot doesn't currently replicate this class so it only accepts a string</p>
<div class="decorator">@classmethod</div>
<span class="def">def</span>
<span class="name">partitionBy</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">cls</span>,</span><span class="param"> <span class="o">*</span><span class="n">cols</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684973733504&#39;</span><span class="o">&gt;</span><span class="p">,</span> <span class="n">List</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684973733504&#39;</span><span class="o">&gt;</span><span class="p">]]</span></span><span class="return-annotation">) -> <span class="n"><a href="#WindowSpec">sqlglot.dataframe.sql.WindowSpec</a></span>:</span></span>
<span class="name">partitionBy</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">cls</span>,</span><span class="param"> <span class="o">*</span><span class="n">cols</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604722964432&#39;</span><span class="o">&gt;</span><span class="p">,</span> <span class="n">List</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604722964432&#39;</span><span class="o">&gt;</span><span class="p">]]</span></span><span class="return-annotation">) -> <span class="n"><a href="#WindowSpec">sqlglot.dataframe.sql.WindowSpec</a></span>:</span></span>
<label class="view-source-button" for="Window.partitionBy-view-source"><span>View Source</span></label>
@ -4166,7 +4162,7 @@ Sqlglot doesn't currently replicate this class so it only accepts a string</p>
<div class="decorator">@classmethod</div>
<span class="def">def</span>
<span class="name">orderBy</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">cls</span>,</span><span class="param"> <span class="o">*</span><span class="n">cols</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684973580960&#39;</span><span class="o">&gt;</span><span class="p">,</span> <span class="n">List</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684973580960&#39;</span><span class="o">&gt;</span><span class="p">]]</span></span><span class="return-annotation">) -> <span class="n"><a href="#WindowSpec">sqlglot.dataframe.sql.WindowSpec</a></span>:</span></span>
<span class="name">orderBy</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">cls</span>,</span><span class="param"> <span class="o">*</span><span class="n">cols</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604723170512&#39;</span><span class="o">&gt;</span><span class="p">,</span> <span class="n">List</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604723170512&#39;</span><span class="o">&gt;</span><span class="p">]]</span></span><span class="return-annotation">) -> <span class="n"><a href="#WindowSpec">sqlglot.dataframe.sql.WindowSpec</a></span>:</span></span>
<label class="view-source-button" for="Window.orderBy-view-source"><span>View Source</span></label>
@ -4391,7 +4387,7 @@ Sqlglot doesn't currently replicate this class so it only accepts a string</p>
<div class="attr function">
<span class="def">def</span>
<span class="name">partitionBy</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="o">*</span><span class="n">cols</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684973878944&#39;</span><span class="o">&gt;</span><span class="p">,</span> <span class="n">List</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684973878944&#39;</span><span class="o">&gt;</span><span class="p">]]</span></span><span class="return-annotation">) -> <span class="n"><a href="#WindowSpec">sqlglot.dataframe.sql.WindowSpec</a></span>:</span></span>
<span class="name">partitionBy</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="o">*</span><span class="n">cols</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604723060480&#39;</span><span class="o">&gt;</span><span class="p">,</span> <span class="n">List</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604723060480&#39;</span><span class="o">&gt;</span><span class="p">]]</span></span><span class="return-annotation">) -> <span class="n"><a href="#WindowSpec">sqlglot.dataframe.sql.WindowSpec</a></span>:</span></span>
<label class="view-source-button" for="WindowSpec.partitionBy-view-source"><span>View Source</span></label>
@ -4418,7 +4414,7 @@ Sqlglot doesn't currently replicate this class so it only accepts a string</p>
<div class="attr function">
<span class="def">def</span>
<span class="name">orderBy</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="o">*</span><span class="n">cols</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684973929056&#39;</span><span class="o">&gt;</span><span class="p">,</span> <span class="n">List</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;139684973929056&#39;</span><span class="o">&gt;</span><span class="p">]]</span></span><span class="return-annotation">) -> <span class="n"><a href="#WindowSpec">sqlglot.dataframe.sql.WindowSpec</a></span>:</span></span>
<span class="name">orderBy</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="bp">self</span>,</span><span class="param"> <span class="o">*</span><span class="n">cols</span><span class="p">:</span> <span class="n">Union</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604722718768&#39;</span><span class="o">&gt;</span><span class="p">,</span> <span class="n">List</span><span class="p">[</span><span class="o">&lt;</span><span class="n">MagicMock</span> <span class="nb">id</span><span class="o">=</span><span class="s1">&#39;140604722718768&#39;</span><span class="o">&gt;</span><span class="p">]]</span></span><span class="return-annotation">) -> <span class="n"><a href="#WindowSpec">sqlglot.dataframe.sql.WindowSpec</a></span>:</span></span>
<label class="view-source-button" for="WindowSpec.orderBy-view-source"><span>View Source</span></label>

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@ -239,7 +239,7 @@ a parsed syntax tree.</p>
<ul>
<li><strong>error_level:</strong> the desired error level.
Default: ErrorLevel.RAISE</li>
Default: ErrorLevel.IMMEDIATE</li>
<li><strong>error_message_context:</strong> determines the amount of context to capture from a
query string when displaying the error message (in number of characters).
Default: 50.</li>
@ -336,6 +336,8 @@ represents a python time format and the output the target time format</li>
Default: "upper"</li>
<li><strong>alias_post_tablesample (bool):</strong> if the table alias comes after tablesample
Default: False</li>
<li><strong>identifiers_can_start_with_digit (bool):</strong> if an unquoted identifier can start with digit
Default: False</li>
<li><strong>unsupported_level (ErrorLevel):</strong> determines the generator's behavior when it encounters
unsupported expressions. Default ErrorLevel.WARN.</li>
<li><strong>null_ordering (str):</strong> Indicates the default null ordering method to use if not explicitly set.
@ -495,7 +497,6 @@ Default: True</li>
<dd id="Databricks.Generator.check_sql" class="function"><a href="../generator.html#Generator.check_sql">check_sql</a></dd>
<dd id="Databricks.Generator.foreignkey_sql" class="function"><a href="../generator.html#Generator.foreignkey_sql">foreignkey_sql</a></dd>
<dd id="Databricks.Generator.primarykey_sql" class="function"><a href="../generator.html#Generator.primarykey_sql">primarykey_sql</a></dd>
<dd id="Databricks.Generator.unique_sql" class="function"><a href="../generator.html#Generator.unique_sql">unique_sql</a></dd>
<dd id="Databricks.Generator.if_sql" class="function"><a href="../generator.html#Generator.if_sql">if_sql</a></dd>
<dd id="Databricks.Generator.matchagainst_sql" class="function"><a href="../generator.html#Generator.matchagainst_sql">matchagainst_sql</a></dd>
<dd id="Databricks.Generator.jsonkeyvalue_sql" class="function"><a href="../generator.html#Generator.jsonkeyvalue_sql">jsonkeyvalue_sql</a></dd>
@ -587,6 +588,9 @@ Default: True</li>
<dd id="Databricks.Generator.when_sql" class="function"><a href="../generator.html#Generator.when_sql">when_sql</a></dd>
<dd id="Databricks.Generator.merge_sql" class="function"><a href="../generator.html#Generator.merge_sql">merge_sql</a></dd>
<dd id="Databricks.Generator.tochar_sql" class="function"><a href="../generator.html#Generator.tochar_sql">tochar_sql</a></dd>
<dd id="Databricks.Generator.dictproperty_sql" class="function"><a href="../generator.html#Generator.dictproperty_sql">dictproperty_sql</a></dd>
<dd id="Databricks.Generator.dictrange_sql" class="function"><a href="../generator.html#Generator.dictrange_sql">dictrange_sql</a></dd>
<dd id="Databricks.Generator.dictsubproperty_sql" class="function"><a href="../generator.html#Generator.dictsubproperty_sql">dictsubproperty_sql</a></dd>
</div>
<div><dt><a href="spark.html#Spark.Generator">sqlglot.dialects.spark.Spark.Generator</a></dt>

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@ -460,7 +460,7 @@ a parsed syntax tree.</p>
<ul>
<li><strong>error_level:</strong> the desired error level.
Default: ErrorLevel.RAISE</li>
Default: ErrorLevel.IMMEDIATE</li>
<li><strong>error_message_context:</strong> determines the amount of context to capture from a
query string when displaying the error message (in number of characters).
Default: 50.</li>
@ -599,6 +599,8 @@ represents a python time format and the output the target time format</li>
Default: "upper"</li>
<li><strong>alias_post_tablesample (bool):</strong> if the table alias comes after tablesample
Default: False</li>
<li><strong>identifiers_can_start_with_digit (bool):</strong> if an unquoted identifier can start with digit
Default: False</li>
<li><strong>unsupported_level (ErrorLevel):</strong> determines the generator's behavior when it encounters
unsupported expressions. Default ErrorLevel.WARN.</li>
<li><strong>null_ordering (str):</strong> Indicates the default null ordering method to use if not explicitly set.
@ -780,7 +782,6 @@ Default: True</li>
<dd id="Drill.Generator.check_sql" class="function"><a href="../generator.html#Generator.check_sql">check_sql</a></dd>
<dd id="Drill.Generator.foreignkey_sql" class="function"><a href="../generator.html#Generator.foreignkey_sql">foreignkey_sql</a></dd>
<dd id="Drill.Generator.primarykey_sql" class="function"><a href="../generator.html#Generator.primarykey_sql">primarykey_sql</a></dd>
<dd id="Drill.Generator.unique_sql" class="function"><a href="../generator.html#Generator.unique_sql">unique_sql</a></dd>
<dd id="Drill.Generator.if_sql" class="function"><a href="../generator.html#Generator.if_sql">if_sql</a></dd>
<dd id="Drill.Generator.matchagainst_sql" class="function"><a href="../generator.html#Generator.matchagainst_sql">matchagainst_sql</a></dd>
<dd id="Drill.Generator.jsonkeyvalue_sql" class="function"><a href="../generator.html#Generator.jsonkeyvalue_sql">jsonkeyvalue_sql</a></dd>
@ -873,6 +874,9 @@ Default: True</li>
<dd id="Drill.Generator.when_sql" class="function"><a href="../generator.html#Generator.when_sql">when_sql</a></dd>
<dd id="Drill.Generator.merge_sql" class="function"><a href="../generator.html#Generator.merge_sql">merge_sql</a></dd>
<dd id="Drill.Generator.tochar_sql" class="function"><a href="../generator.html#Generator.tochar_sql">tochar_sql</a></dd>
<dd id="Drill.Generator.dictproperty_sql" class="function"><a href="../generator.html#Generator.dictproperty_sql">dictproperty_sql</a></dd>
<dd id="Drill.Generator.dictrange_sql" class="function"><a href="../generator.html#Generator.dictrange_sql">dictrange_sql</a></dd>
<dd id="Drill.Generator.dictsubproperty_sql" class="function"><a href="../generator.html#Generator.dictsubproperty_sql">dictsubproperty_sql</a></dd>
</div>
</dl>

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@ -522,7 +522,7 @@ a parsed syntax tree.</p>
<ul>
<li><strong>error_level:</strong> the desired error level.
Default: ErrorLevel.RAISE</li>
Default: ErrorLevel.IMMEDIATE</li>
<li><strong>error_message_context:</strong> determines the amount of context to capture from a
query string when displaying the error message (in number of characters).
Default: 50.</li>
@ -668,6 +668,8 @@ represents a python time format and the output the target time format</li>
Default: "upper"</li>
<li><strong>alias_post_tablesample (bool):</strong> if the table alias comes after tablesample
Default: False</li>
<li><strong>identifiers_can_start_with_digit (bool):</strong> if an unquoted identifier can start with digit
Default: False</li>
<li><strong>unsupported_level (ErrorLevel):</strong> determines the generator's behavior when it encounters
unsupported expressions. Default ErrorLevel.WARN.</li>
<li><strong>null_ordering (str):</strong> Indicates the default null ordering method to use if not explicitly set.
@ -895,7 +897,6 @@ Default: True</li>
<dd id="Oracle.Generator.check_sql" class="function"><a href="../generator.html#Generator.check_sql">check_sql</a></dd>
<dd id="Oracle.Generator.foreignkey_sql" class="function"><a href="../generator.html#Generator.foreignkey_sql">foreignkey_sql</a></dd>
<dd id="Oracle.Generator.primarykey_sql" class="function"><a href="../generator.html#Generator.primarykey_sql">primarykey_sql</a></dd>
<dd id="Oracle.Generator.unique_sql" class="function"><a href="../generator.html#Generator.unique_sql">unique_sql</a></dd>
<dd id="Oracle.Generator.if_sql" class="function"><a href="../generator.html#Generator.if_sql">if_sql</a></dd>
<dd id="Oracle.Generator.matchagainst_sql" class="function"><a href="../generator.html#Generator.matchagainst_sql">matchagainst_sql</a></dd>
<dd id="Oracle.Generator.jsonkeyvalue_sql" class="function"><a href="../generator.html#Generator.jsonkeyvalue_sql">jsonkeyvalue_sql</a></dd>
@ -988,6 +989,9 @@ Default: True</li>
<dd id="Oracle.Generator.when_sql" class="function"><a href="../generator.html#Generator.when_sql">when_sql</a></dd>
<dd id="Oracle.Generator.merge_sql" class="function"><a href="../generator.html#Generator.merge_sql">merge_sql</a></dd>
<dd id="Oracle.Generator.tochar_sql" class="function"><a href="../generator.html#Generator.tochar_sql">tochar_sql</a></dd>
<dd id="Oracle.Generator.dictproperty_sql" class="function"><a href="../generator.html#Generator.dictproperty_sql">dictproperty_sql</a></dd>
<dd id="Oracle.Generator.dictrange_sql" class="function"><a href="../generator.html#Generator.dictrange_sql">dictrange_sql</a></dd>
<dd id="Oracle.Generator.dictsubproperty_sql" class="function"><a href="../generator.html#Generator.dictsubproperty_sql">dictsubproperty_sql</a></dd>
</div>
</dl>

View file

@ -183,7 +183,7 @@
</span><span id="L-104"><a href="#L-104"><span class="linenos">104</span></a>
</span><span id="L-105"><a href="#L-105"><span class="linenos">105</span></a>
</span><span id="L-106"><a href="#L-106"><span class="linenos">106</span></a><span class="k">def</span> <span class="nf">_datatype_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">:</span> <span class="n">generator</span><span class="o">.</span><span class="n">Generator</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="L-107"><a href="#L-107"><span class="linenos">107</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">ARRAY</span><span class="p">:</span>
</span><span id="L-107"><a href="#L-107"><span class="linenos">107</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;array&quot;</span><span class="p">):</span>
</span><span id="L-108"><a href="#L-108"><span class="linenos">108</span></a> <span class="k">return</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">expressions</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span><span class="w"> </span><span class="n">flat</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span><span class="si">}</span><span class="s2">[]&quot;</span>
</span><span id="L-109"><a href="#L-109"><span class="linenos">109</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">datatype_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-110"><a href="#L-110"><span class="linenos">110</span></a>
@ -819,7 +819,7 @@ a parsed syntax tree.</p>
<ul>
<li><strong>error_level:</strong> the desired error level.
Default: ErrorLevel.RAISE</li>
Default: ErrorLevel.IMMEDIATE</li>
<li><strong>error_message_context:</strong> determines the amount of context to capture from a
query string when displaying the error message (in number of characters).
Default: 50.</li>
@ -967,6 +967,8 @@ represents a python time format and the output the target time format</li>
Default: "upper"</li>
<li><strong>alias_post_tablesample (bool):</strong> if the table alias comes after tablesample
Default: False</li>
<li><strong>identifiers_can_start_with_digit (bool):</strong> if an unquoted identifier can start with digit
Default: False</li>
<li><strong>unsupported_level (ErrorLevel):</strong> determines the generator's behavior when it encounters
unsupported expressions. Default ErrorLevel.WARN.</li>
<li><strong>null_ordering (str):</strong> Indicates the default null ordering method to use if not explicitly set.
@ -1130,7 +1132,6 @@ Default: True</li>
<dd id="Postgres.Generator.check_sql" class="function"><a href="../generator.html#Generator.check_sql">check_sql</a></dd>
<dd id="Postgres.Generator.foreignkey_sql" class="function"><a href="../generator.html#Generator.foreignkey_sql">foreignkey_sql</a></dd>
<dd id="Postgres.Generator.primarykey_sql" class="function"><a href="../generator.html#Generator.primarykey_sql">primarykey_sql</a></dd>
<dd id="Postgres.Generator.unique_sql" class="function"><a href="../generator.html#Generator.unique_sql">unique_sql</a></dd>
<dd id="Postgres.Generator.if_sql" class="function"><a href="../generator.html#Generator.if_sql">if_sql</a></dd>
<dd id="Postgres.Generator.matchagainst_sql" class="function"><a href="../generator.html#Generator.matchagainst_sql">matchagainst_sql</a></dd>
<dd id="Postgres.Generator.jsonkeyvalue_sql" class="function"><a href="../generator.html#Generator.jsonkeyvalue_sql">jsonkeyvalue_sql</a></dd>
@ -1223,6 +1224,9 @@ Default: True</li>
<dd id="Postgres.Generator.when_sql" class="function"><a href="../generator.html#Generator.when_sql">when_sql</a></dd>
<dd id="Postgres.Generator.merge_sql" class="function"><a href="../generator.html#Generator.merge_sql">merge_sql</a></dd>
<dd id="Postgres.Generator.tochar_sql" class="function"><a href="../generator.html#Generator.tochar_sql">tochar_sql</a></dd>
<dd id="Postgres.Generator.dictproperty_sql" class="function"><a href="../generator.html#Generator.dictproperty_sql">dictproperty_sql</a></dd>
<dd id="Postgres.Generator.dictrange_sql" class="function"><a href="../generator.html#Generator.dictrange_sql">dictrange_sql</a></dd>
<dd id="Postgres.Generator.dictsubproperty_sql" class="function"><a href="../generator.html#Generator.dictsubproperty_sql">dictsubproperty_sql</a></dd>
</div>
</dl>

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@ -126,135 +126,137 @@
</span><span id="L-38"><a href="#L-38"><span class="linenos"> 38</span></a>
</span><span id="L-39"><a href="#L-39"><span class="linenos"> 39</span></a> <span class="n">CONVERT_TYPE_FIRST</span> <span class="o">=</span> <span class="kc">True</span>
</span><span id="L-40"><a href="#L-40"><span class="linenos"> 40</span></a>
</span><span id="L-41"><a href="#L-41"><span class="linenos"> 41</span></a> <span class="k">def</span> <span class="nf">_parse_types</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">check_func</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]:</span>
</span><span id="L-42"><a href="#L-42"><span class="linenos"> 42</span></a> <span class="n">this</span> <span class="o">=</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">_parse_types</span><span class="p">(</span><span class="n">check_func</span><span class="o">=</span><span class="n">check_func</span><span class="p">)</span>
</span><span id="L-43"><a href="#L-43"><span class="linenos"> 43</span></a>
</span><span id="L-44"><a href="#L-44"><span class="linenos"> 44</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="L-45"><a href="#L-45"><span class="linenos"> 45</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span>
</span><span id="L-46"><a href="#L-46"><span class="linenos"> 46</span></a> <span class="ow">and</span> <span class="n">this</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">VARCHAR</span>
</span><span id="L-47"><a href="#L-47"><span class="linenos"> 47</span></a> <span class="ow">and</span> <span class="n">this</span><span class="o">.</span><span class="n">expressions</span>
</span><span id="L-48"><a href="#L-48"><span class="linenos"> 48</span></a> <span class="ow">and</span> <span class="n">this</span><span class="o">.</span><span class="n">expressions</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">column</span><span class="p">(</span><span class="s2">&quot;MAX&quot;</span><span class="p">)</span>
</span><span id="L-49"><a href="#L-49"><span class="linenos"> 49</span></a> <span class="p">):</span>
</span><span id="L-50"><a href="#L-50"><span class="linenos"> 50</span></a> <span class="n">this</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">,</span> <span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Var</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="s2">&quot;MAX&quot;</span><span class="p">)])</span>
</span><span id="L-51"><a href="#L-51"><span class="linenos"> 51</span></a>
</span><span id="L-52"><a href="#L-52"><span class="linenos"> 52</span></a> <span class="k">return</span> <span class="n">this</span>
</span><span id="L-41"><a href="#L-41"><span class="linenos"> 41</span></a> <span class="k">def</span> <span class="nf">_parse_types</span><span class="p">(</span>
</span><span id="L-42"><a href="#L-42"><span class="linenos"> 42</span></a> <span class="bp">self</span><span class="p">,</span> <span class="n">check_func</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span> <span class="n">schema</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="L-43"><a href="#L-43"><span class="linenos"> 43</span></a> <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]:</span>
</span><span id="L-44"><a href="#L-44"><span class="linenos"> 44</span></a> <span class="n">this</span> <span class="o">=</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">_parse_types</span><span class="p">(</span><span class="n">check_func</span><span class="o">=</span><span class="n">check_func</span><span class="p">,</span> <span class="n">schema</span><span class="o">=</span><span class="n">schema</span><span class="p">)</span>
</span><span id="L-45"><a href="#L-45"><span class="linenos"> 45</span></a>
</span><span id="L-46"><a href="#L-46"><span class="linenos"> 46</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="L-47"><a href="#L-47"><span class="linenos"> 47</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span>
</span><span id="L-48"><a href="#L-48"><span class="linenos"> 48</span></a> <span class="ow">and</span> <span class="n">this</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;varchar&quot;</span><span class="p">)</span>
</span><span id="L-49"><a href="#L-49"><span class="linenos"> 49</span></a> <span class="ow">and</span> <span class="n">this</span><span class="o">.</span><span class="n">expressions</span>
</span><span id="L-50"><a href="#L-50"><span class="linenos"> 50</span></a> <span class="ow">and</span> <span class="n">this</span><span class="o">.</span><span class="n">expressions</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">column</span><span class="p">(</span><span class="s2">&quot;MAX&quot;</span><span class="p">)</span>
</span><span id="L-51"><a href="#L-51"><span class="linenos"> 51</span></a> <span class="p">):</span>
</span><span id="L-52"><a href="#L-52"><span class="linenos"> 52</span></a> <span class="n">this</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">,</span> <span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Var</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="s2">&quot;MAX&quot;</span><span class="p">)])</span>
</span><span id="L-53"><a href="#L-53"><span class="linenos"> 53</span></a>
</span><span id="L-54"><a href="#L-54"><span class="linenos"> 54</span></a> <span class="k">class</span> <span class="nc">Tokenizer</span><span class="p">(</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Tokenizer</span><span class="p">):</span>
</span><span id="L-55"><a href="#L-55"><span class="linenos"> 55</span></a> <span class="n">BIT_STRINGS</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="L-56"><a href="#L-56"><span class="linenos"> 56</span></a> <span class="n">HEX_STRINGS</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="L-57"><a href="#L-57"><span class="linenos"> 57</span></a> <span class="n">STRING_ESCAPES</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;</span><span class="se">\\</span><span class="s2">&quot;</span><span class="p">]</span>
</span><span id="L-58"><a href="#L-58"><span class="linenos"> 58</span></a>
</span><span id="L-59"><a href="#L-59"><span class="linenos"> 59</span></a> <span class="n">KEYWORDS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="L-60"><a href="#L-60"><span class="linenos"> 60</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Tokenizer</span><span class="o">.</span><span class="n">KEYWORDS</span><span class="p">,</span>
</span><span id="L-61"><a href="#L-61"><span class="linenos"> 61</span></a> <span class="s2">&quot;HLLSKETCH&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">HLLSKETCH</span><span class="p">,</span>
</span><span id="L-62"><a href="#L-62"><span class="linenos"> 62</span></a> <span class="s2">&quot;SUPER&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">SUPER</span><span class="p">,</span>
</span><span id="L-63"><a href="#L-63"><span class="linenos"> 63</span></a> <span class="s2">&quot;SYSDATE&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">CURRENT_TIMESTAMP</span><span class="p">,</span>
</span><span id="L-64"><a href="#L-64"><span class="linenos"> 64</span></a> <span class="s2">&quot;TIME&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">TIMESTAMP</span><span class="p">,</span>
</span><span id="L-65"><a href="#L-65"><span class="linenos"> 65</span></a> <span class="s2">&quot;TIMETZ&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">TIMESTAMPTZ</span><span class="p">,</span>
</span><span id="L-66"><a href="#L-66"><span class="linenos"> 66</span></a> <span class="s2">&quot;TOP&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">TOP</span><span class="p">,</span>
</span><span id="L-67"><a href="#L-67"><span class="linenos"> 67</span></a> <span class="s2">&quot;UNLOAD&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">COMMAND</span><span class="p">,</span>
</span><span id="L-68"><a href="#L-68"><span class="linenos"> 68</span></a> <span class="s2">&quot;VARBYTE&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">VARBINARY</span><span class="p">,</span>
</span><span id="L-69"><a href="#L-69"><span class="linenos"> 69</span></a> <span class="p">}</span>
</span><span id="L-70"><a href="#L-70"><span class="linenos"> 70</span></a>
</span><span id="L-71"><a href="#L-71"><span class="linenos"> 71</span></a> <span class="c1"># Redshift allows # to appear as a table identifier prefix</span>
</span><span id="L-72"><a href="#L-72"><span class="linenos"> 72</span></a> <span class="n">SINGLE_TOKENS</span> <span class="o">=</span> <span class="n">Postgres</span><span class="o">.</span><span class="n">Tokenizer</span><span class="o">.</span><span class="n">SINGLE_TOKENS</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
</span><span id="L-73"><a href="#L-73"><span class="linenos"> 73</span></a> <span class="n">SINGLE_TOKENS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="s2">&quot;#&quot;</span><span class="p">)</span>
</span><span id="L-74"><a href="#L-74"><span class="linenos"> 74</span></a>
</span><span id="L-75"><a href="#L-75"><span class="linenos"> 75</span></a> <span class="k">class</span> <span class="nc">Generator</span><span class="p">(</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="p">):</span>
</span><span id="L-76"><a href="#L-76"><span class="linenos"> 76</span></a> <span class="n">LOCKING_READS_SUPPORTED</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="L-77"><a href="#L-77"><span class="linenos"> 77</span></a> <span class="n">RENAME_TABLE_WITH_DB</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="L-78"><a href="#L-78"><span class="linenos"> 78</span></a>
</span><span id="L-79"><a href="#L-79"><span class="linenos"> 79</span></a> <span class="n">TYPE_MAPPING</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="L-80"><a href="#L-80"><span class="linenos"> 80</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TYPE_MAPPING</span><span class="p">,</span>
</span><span id="L-81"><a href="#L-81"><span class="linenos"> 81</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">BINARY</span><span class="p">:</span> <span class="s2">&quot;VARBYTE&quot;</span><span class="p">,</span>
</span><span id="L-82"><a href="#L-82"><span class="linenos"> 82</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">VARBINARY</span><span class="p">:</span> <span class="s2">&quot;VARBYTE&quot;</span><span class="p">,</span>
</span><span id="L-83"><a href="#L-83"><span class="linenos"> 83</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">INT</span><span class="p">:</span> <span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
</span><span id="L-84"><a href="#L-84"><span class="linenos"> 84</span></a> <span class="p">}</span>
</span><span id="L-85"><a href="#L-85"><span class="linenos"> 85</span></a>
</span><span id="L-86"><a href="#L-86"><span class="linenos"> 86</span></a> <span class="n">PROPERTIES_LOCATION</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="L-87"><a href="#L-87"><span class="linenos"> 87</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">PROPERTIES_LOCATION</span><span class="p">,</span>
</span><span id="L-88"><a href="#L-88"><span class="linenos"> 88</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">LikeProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">POST_WITH</span><span class="p">,</span>
</span><span id="L-89"><a href="#L-89"><span class="linenos"> 89</span></a> <span class="p">}</span>
</span><span id="L-90"><a href="#L-90"><span class="linenos"> 90</span></a>
</span><span id="L-91"><a href="#L-91"><span class="linenos"> 91</span></a> <span class="n">TRANSFORMS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="L-92"><a href="#L-92"><span class="linenos"> 92</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TRANSFORMS</span><span class="p">,</span>
</span><span id="L-93"><a href="#L-93"><span class="linenos"> 93</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">CurrentTimestamp</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="s2">&quot;SYSDATE&quot;</span><span class="p">,</span>
</span><span id="L-94"><a href="#L-94"><span class="linenos"> 94</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateAdd</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span>
</span><span id="L-95"><a href="#L-95"><span class="linenos"> 95</span></a> <span class="s2">&quot;DATEADD&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="s2">&quot;day&quot;</span><span class="p">),</span> <span class="n">e</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-96"><a href="#L-96"><span class="linenos"> 96</span></a> <span class="p">),</span>
</span><span id="L-97"><a href="#L-97"><span class="linenos"> 97</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateDiff</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span>
</span><span id="L-98"><a href="#L-98"><span class="linenos"> 98</span></a> <span class="s2">&quot;DATEDIFF&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="s2">&quot;day&quot;</span><span class="p">),</span> <span class="n">e</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-99"><a href="#L-99"><span class="linenos"> 99</span></a> <span class="p">),</span>
</span><span id="L-100"><a href="#L-100"><span class="linenos">100</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DistKeyProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;DISTKEY(</span><span class="si">{</span><span class="n">e</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="L-101"><a href="#L-101"><span class="linenos">101</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DistStyleProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">naked_property</span><span class="p">(</span><span class="n">e</span><span class="p">),</span>
</span><span id="L-102"><a href="#L-102"><span class="linenos">102</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">JSONExtract</span><span class="p">:</span> <span class="n">_json_sql</span><span class="p">,</span>
</span><span id="L-103"><a href="#L-103"><span class="linenos">103</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">JSONExtractScalar</span><span class="p">:</span> <span class="n">_json_sql</span><span class="p">,</span>
</span><span id="L-104"><a href="#L-104"><span class="linenos">104</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">([</span><span class="n">transforms</span><span class="o">.</span><span class="n">eliminate_distinct_on</span><span class="p">]),</span>
</span><span id="L-105"><a href="#L-105"><span class="linenos">105</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">SortKeyProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="s1">&#39;COMPOUND &#39;</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="n">e</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s1">&#39;compound&#39;</span><span class="p">]</span><span class="w"> </span><span class="k">else</span><span class="w"> </span><span class="s1">&#39;&#39;</span><span class="si">}</span><span class="s2">SORTKEY(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">format_args</span><span class="p">(</span><span class="o">*</span><span class="n">e</span><span class="o">.</span><span class="n">this</span><span class="p">)</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="L-106"><a href="#L-106"><span class="linenos">106</span></a> <span class="p">}</span>
</span><span id="L-107"><a href="#L-107"><span class="linenos">107</span></a>
</span><span id="L-108"><a href="#L-108"><span class="linenos">108</span></a> <span class="c1"># Postgres maps exp.Pivot to no_pivot_sql, but Redshift support pivots</span>
</span><span id="L-109"><a href="#L-109"><span class="linenos">109</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Pivot</span><span class="p">)</span>
</span><span id="L-110"><a href="#L-110"><span class="linenos">110</span></a>
</span><span id="L-111"><a href="#L-111"><span class="linenos">111</span></a> <span class="c1"># Redshift uses the POW | POWER (expr1, expr2) syntax instead of expr1 ^ expr2 (postgres)</span>
</span><span id="L-112"><a href="#L-112"><span class="linenos">112</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Pow</span><span class="p">)</span>
</span><span id="L-113"><a href="#L-113"><span class="linenos">113</span></a>
</span><span id="L-114"><a href="#L-114"><span class="linenos">114</span></a> <span class="n">RESERVED_KEYWORDS</span> <span class="o">=</span> <span class="p">{</span><span class="o">*</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">RESERVED_KEYWORDS</span><span class="p">,</span> <span class="s2">&quot;snapshot&quot;</span><span class="p">,</span> <span class="s2">&quot;type&quot;</span><span class="p">}</span>
</span><span id="L-54"><a href="#L-54"><span class="linenos"> 54</span></a> <span class="k">return</span> <span class="n">this</span>
</span><span id="L-55"><a href="#L-55"><span class="linenos"> 55</span></a>
</span><span id="L-56"><a href="#L-56"><span class="linenos"> 56</span></a> <span class="k">class</span> <span class="nc">Tokenizer</span><span class="p">(</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Tokenizer</span><span class="p">):</span>
</span><span id="L-57"><a href="#L-57"><span class="linenos"> 57</span></a> <span class="n">BIT_STRINGS</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="L-58"><a href="#L-58"><span class="linenos"> 58</span></a> <span class="n">HEX_STRINGS</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="L-59"><a href="#L-59"><span class="linenos"> 59</span></a> <span class="n">STRING_ESCAPES</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;</span><span class="se">\\</span><span class="s2">&quot;</span><span class="p">]</span>
</span><span id="L-60"><a href="#L-60"><span class="linenos"> 60</span></a>
</span><span id="L-61"><a href="#L-61"><span class="linenos"> 61</span></a> <span class="n">KEYWORDS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="L-62"><a href="#L-62"><span class="linenos"> 62</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Tokenizer</span><span class="o">.</span><span class="n">KEYWORDS</span><span class="p">,</span>
</span><span id="L-63"><a href="#L-63"><span class="linenos"> 63</span></a> <span class="s2">&quot;HLLSKETCH&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">HLLSKETCH</span><span class="p">,</span>
</span><span id="L-64"><a href="#L-64"><span class="linenos"> 64</span></a> <span class="s2">&quot;SUPER&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">SUPER</span><span class="p">,</span>
</span><span id="L-65"><a href="#L-65"><span class="linenos"> 65</span></a> <span class="s2">&quot;SYSDATE&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">CURRENT_TIMESTAMP</span><span class="p">,</span>
</span><span id="L-66"><a href="#L-66"><span class="linenos"> 66</span></a> <span class="s2">&quot;TIME&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">TIMESTAMP</span><span class="p">,</span>
</span><span id="L-67"><a href="#L-67"><span class="linenos"> 67</span></a> <span class="s2">&quot;TIMETZ&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">TIMESTAMPTZ</span><span class="p">,</span>
</span><span id="L-68"><a href="#L-68"><span class="linenos"> 68</span></a> <span class="s2">&quot;TOP&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">TOP</span><span class="p">,</span>
</span><span id="L-69"><a href="#L-69"><span class="linenos"> 69</span></a> <span class="s2">&quot;UNLOAD&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">COMMAND</span><span class="p">,</span>
</span><span id="L-70"><a href="#L-70"><span class="linenos"> 70</span></a> <span class="s2">&quot;VARBYTE&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">VARBINARY</span><span class="p">,</span>
</span><span id="L-71"><a href="#L-71"><span class="linenos"> 71</span></a> <span class="p">}</span>
</span><span id="L-72"><a href="#L-72"><span class="linenos"> 72</span></a>
</span><span id="L-73"><a href="#L-73"><span class="linenos"> 73</span></a> <span class="c1"># Redshift allows # to appear as a table identifier prefix</span>
</span><span id="L-74"><a href="#L-74"><span class="linenos"> 74</span></a> <span class="n">SINGLE_TOKENS</span> <span class="o">=</span> <span class="n">Postgres</span><span class="o">.</span><span class="n">Tokenizer</span><span class="o">.</span><span class="n">SINGLE_TOKENS</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
</span><span id="L-75"><a href="#L-75"><span class="linenos"> 75</span></a> <span class="n">SINGLE_TOKENS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="s2">&quot;#&quot;</span><span class="p">)</span>
</span><span id="L-76"><a href="#L-76"><span class="linenos"> 76</span></a>
</span><span id="L-77"><a href="#L-77"><span class="linenos"> 77</span></a> <span class="k">class</span> <span class="nc">Generator</span><span class="p">(</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="p">):</span>
</span><span id="L-78"><a href="#L-78"><span class="linenos"> 78</span></a> <span class="n">LOCKING_READS_SUPPORTED</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="L-79"><a href="#L-79"><span class="linenos"> 79</span></a> <span class="n">RENAME_TABLE_WITH_DB</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="L-80"><a href="#L-80"><span class="linenos"> 80</span></a>
</span><span id="L-81"><a href="#L-81"><span class="linenos"> 81</span></a> <span class="n">TYPE_MAPPING</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="L-82"><a href="#L-82"><span class="linenos"> 82</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TYPE_MAPPING</span><span class="p">,</span>
</span><span id="L-83"><a href="#L-83"><span class="linenos"> 83</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">BINARY</span><span class="p">:</span> <span class="s2">&quot;VARBYTE&quot;</span><span class="p">,</span>
</span><span id="L-84"><a href="#L-84"><span class="linenos"> 84</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">VARBINARY</span><span class="p">:</span> <span class="s2">&quot;VARBYTE&quot;</span><span class="p">,</span>
</span><span id="L-85"><a href="#L-85"><span class="linenos"> 85</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">INT</span><span class="p">:</span> <span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
</span><span id="L-86"><a href="#L-86"><span class="linenos"> 86</span></a> <span class="p">}</span>
</span><span id="L-87"><a href="#L-87"><span class="linenos"> 87</span></a>
</span><span id="L-88"><a href="#L-88"><span class="linenos"> 88</span></a> <span class="n">PROPERTIES_LOCATION</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="L-89"><a href="#L-89"><span class="linenos"> 89</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">PROPERTIES_LOCATION</span><span class="p">,</span>
</span><span id="L-90"><a href="#L-90"><span class="linenos"> 90</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">LikeProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">POST_WITH</span><span class="p">,</span>
</span><span id="L-91"><a href="#L-91"><span class="linenos"> 91</span></a> <span class="p">}</span>
</span><span id="L-92"><a href="#L-92"><span class="linenos"> 92</span></a>
</span><span id="L-93"><a href="#L-93"><span class="linenos"> 93</span></a> <span class="n">TRANSFORMS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="L-94"><a href="#L-94"><span class="linenos"> 94</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TRANSFORMS</span><span class="p">,</span>
</span><span id="L-95"><a href="#L-95"><span class="linenos"> 95</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">CurrentTimestamp</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="s2">&quot;SYSDATE&quot;</span><span class="p">,</span>
</span><span id="L-96"><a href="#L-96"><span class="linenos"> 96</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateAdd</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span>
</span><span id="L-97"><a href="#L-97"><span class="linenos"> 97</span></a> <span class="s2">&quot;DATEADD&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="s2">&quot;day&quot;</span><span class="p">),</span> <span class="n">e</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-98"><a href="#L-98"><span class="linenos"> 98</span></a> <span class="p">),</span>
</span><span id="L-99"><a href="#L-99"><span class="linenos"> 99</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateDiff</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span>
</span><span id="L-100"><a href="#L-100"><span class="linenos">100</span></a> <span class="s2">&quot;DATEDIFF&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="s2">&quot;day&quot;</span><span class="p">),</span> <span class="n">e</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-101"><a href="#L-101"><span class="linenos">101</span></a> <span class="p">),</span>
</span><span id="L-102"><a href="#L-102"><span class="linenos">102</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DistKeyProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;DISTKEY(</span><span class="si">{</span><span class="n">e</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="L-103"><a href="#L-103"><span class="linenos">103</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DistStyleProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">naked_property</span><span class="p">(</span><span class="n">e</span><span class="p">),</span>
</span><span id="L-104"><a href="#L-104"><span class="linenos">104</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">JSONExtract</span><span class="p">:</span> <span class="n">_json_sql</span><span class="p">,</span>
</span><span id="L-105"><a href="#L-105"><span class="linenos">105</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">JSONExtractScalar</span><span class="p">:</span> <span class="n">_json_sql</span><span class="p">,</span>
</span><span id="L-106"><a href="#L-106"><span class="linenos">106</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">([</span><span class="n">transforms</span><span class="o">.</span><span class="n">eliminate_distinct_on</span><span class="p">]),</span>
</span><span id="L-107"><a href="#L-107"><span class="linenos">107</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">SortKeyProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="s1">&#39;COMPOUND &#39;</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="n">e</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s1">&#39;compound&#39;</span><span class="p">]</span><span class="w"> </span><span class="k">else</span><span class="w"> </span><span class="s1">&#39;&#39;</span><span class="si">}</span><span class="s2">SORTKEY(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">format_args</span><span class="p">(</span><span class="o">*</span><span class="n">e</span><span class="o">.</span><span class="n">this</span><span class="p">)</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="L-108"><a href="#L-108"><span class="linenos">108</span></a> <span class="p">}</span>
</span><span id="L-109"><a href="#L-109"><span class="linenos">109</span></a>
</span><span id="L-110"><a href="#L-110"><span class="linenos">110</span></a> <span class="c1"># Postgres maps exp.Pivot to no_pivot_sql, but Redshift support pivots</span>
</span><span id="L-111"><a href="#L-111"><span class="linenos">111</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Pivot</span><span class="p">)</span>
</span><span id="L-112"><a href="#L-112"><span class="linenos">112</span></a>
</span><span id="L-113"><a href="#L-113"><span class="linenos">113</span></a> <span class="c1"># Redshift uses the POW | POWER (expr1, expr2) syntax instead of expr1 ^ expr2 (postgres)</span>
</span><span id="L-114"><a href="#L-114"><span class="linenos">114</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Pow</span><span class="p">)</span>
</span><span id="L-115"><a href="#L-115"><span class="linenos">115</span></a>
</span><span id="L-116"><a href="#L-116"><span class="linenos">116</span></a> <span class="k">def</span> <span class="nf">values_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Values</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="L-117"><a href="#L-117"><span class="linenos">117</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="L-118"><a href="#L-118"><span class="linenos">118</span></a><span class="sd"> Converts `VALUES...` expression into a series of unions.</span>
</span><span id="L-119"><a href="#L-119"><span class="linenos">119</span></a>
</span><span id="L-120"><a href="#L-120"><span class="linenos">120</span></a><span class="sd"> Note: If you have a lot of unions then this will result in a large number of recursive statements to</span>
</span><span id="L-121"><a href="#L-121"><span class="linenos">121</span></a><span class="sd"> evaluate the expression. You may need to increase `sys.setrecursionlimit` to run and it can also be</span>
</span><span id="L-122"><a href="#L-122"><span class="linenos">122</span></a><span class="sd"> very slow.</span>
</span><span id="L-123"><a href="#L-123"><span class="linenos">123</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a>
</span><span id="L-125"><a href="#L-125"><span class="linenos">125</span></a> <span class="c1"># The VALUES clause is still valid in an `INSERT INTO ..` statement, for example</span>
</span><span id="L-126"><a href="#L-126"><span class="linenos">126</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">expression</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span>
</span><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">values_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-128"><a href="#L-128"><span class="linenos">128</span></a>
</span><span id="L-129"><a href="#L-129"><span class="linenos">129</span></a> <span class="n">column_names</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">alias</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;alias&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">columns</span>
</span><span id="L-116"><a href="#L-116"><span class="linenos">116</span></a> <span class="n">RESERVED_KEYWORDS</span> <span class="o">=</span> <span class="p">{</span><span class="o">*</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">RESERVED_KEYWORDS</span><span class="p">,</span> <span class="s2">&quot;snapshot&quot;</span><span class="p">,</span> <span class="s2">&quot;type&quot;</span><span class="p">}</span>
</span><span id="L-117"><a href="#L-117"><span class="linenos">117</span></a>
</span><span id="L-118"><a href="#L-118"><span class="linenos">118</span></a> <span class="k">def</span> <span class="nf">values_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Values</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="L-119"><a href="#L-119"><span class="linenos">119</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="L-120"><a href="#L-120"><span class="linenos">120</span></a><span class="sd"> Converts `VALUES...` expression into a series of unions.</span>
</span><span id="L-121"><a href="#L-121"><span class="linenos">121</span></a>
</span><span id="L-122"><a href="#L-122"><span class="linenos">122</span></a><span class="sd"> Note: If you have a lot of unions then this will result in a large number of recursive statements to</span>
</span><span id="L-123"><a href="#L-123"><span class="linenos">123</span></a><span class="sd"> evaluate the expression. You may need to increase `sys.setrecursionlimit` to run and it can also be</span>
</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a><span class="sd"> very slow.</span>
</span><span id="L-125"><a href="#L-125"><span class="linenos">125</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-126"><a href="#L-126"><span class="linenos">126</span></a>
</span><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a> <span class="c1"># The VALUES clause is still valid in an `INSERT INTO ..` statement, for example</span>
</span><span id="L-128"><a href="#L-128"><span class="linenos">128</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">expression</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span>
</span><span id="L-129"><a href="#L-129"><span class="linenos">129</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">values_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-130"><a href="#L-130"><span class="linenos">130</span></a>
</span><span id="L-131"><a href="#L-131"><span class="linenos">131</span></a> <span class="n">selects</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a> <span class="n">rows</span> <span class="o">=</span> <span class="p">[</span><span class="n">tuple_exp</span><span class="o">.</span><span class="n">expressions</span> <span class="k">for</span> <span class="n">tuple_exp</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">expressions</span><span class="p">]</span>
</span><span id="L-133"><a href="#L-133"><span class="linenos">133</span></a>
</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">row</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">rows</span><span class="p">):</span>
</span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a> <span class="k">if</span> <span class="n">i</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="n">column_names</span><span class="p">:</span>
</span><span id="L-136"><a href="#L-136"><span class="linenos">136</span></a> <span class="n">row</span> <span class="o">=</span> <span class="p">[</span>
</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">alias_</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="n">column_name</span><span class="p">)</span>
</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a> <span class="k">for</span> <span class="n">value</span><span class="p">,</span> <span class="n">column_name</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">row</span><span class="p">,</span> <span class="n">column_names</span><span class="p">)</span>
</span><span id="L-139"><a href="#L-139"><span class="linenos">139</span></a> <span class="p">]</span>
</span><span id="L-140"><a href="#L-140"><span class="linenos">140</span></a>
</span><span id="L-141"><a href="#L-141"><span class="linenos">141</span></a> <span class="n">selects</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">(</span><span class="n">expressions</span><span class="o">=</span><span class="n">row</span><span class="p">))</span>
</span><span id="L-131"><a href="#L-131"><span class="linenos">131</span></a> <span class="n">column_names</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">alias</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;alias&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">columns</span>
</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a>
</span><span id="L-133"><a href="#L-133"><span class="linenos">133</span></a> <span class="n">selects</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a> <span class="n">rows</span> <span class="o">=</span> <span class="p">[</span><span class="n">tuple_exp</span><span class="o">.</span><span class="n">expressions</span> <span class="k">for</span> <span class="n">tuple_exp</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">expressions</span><span class="p">]</span>
</span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a>
</span><span id="L-136"><a href="#L-136"><span class="linenos">136</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">row</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">rows</span><span class="p">):</span>
</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a> <span class="k">if</span> <span class="n">i</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="n">column_names</span><span class="p">:</span>
</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a> <span class="n">row</span> <span class="o">=</span> <span class="p">[</span>
</span><span id="L-139"><a href="#L-139"><span class="linenos">139</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">alias_</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="n">column_name</span><span class="p">)</span>
</span><span id="L-140"><a href="#L-140"><span class="linenos">140</span></a> <span class="k">for</span> <span class="n">value</span><span class="p">,</span> <span class="n">column_name</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">row</span><span class="p">,</span> <span class="n">column_names</span><span class="p">)</span>
</span><span id="L-141"><a href="#L-141"><span class="linenos">141</span></a> <span class="p">]</span>
</span><span id="L-142"><a href="#L-142"><span class="linenos">142</span></a>
</span><span id="L-143"><a href="#L-143"><span class="linenos">143</span></a> <span class="n">subquery_expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span> <span class="o">|</span> <span class="n">exp</span><span class="o">.</span><span class="n">Union</span> <span class="o">=</span> <span class="n">selects</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">selects</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">selects</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a> <span class="n">subquery_expression</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">union</span><span class="p">(</span><span class="n">subquery_expression</span><span class="p">,</span> <span class="n">select</span><span class="p">,</span> <span class="n">distinct</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a>
</span><span id="L-148"><a href="#L-148"><span class="linenos">148</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">subquery_sql</span><span class="p">(</span><span class="n">subquery_expression</span><span class="o">.</span><span class="n">subquery</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">alias</span><span class="p">))</span>
</span><span id="L-143"><a href="#L-143"><span class="linenos">143</span></a> <span class="n">selects</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">(</span><span class="n">expressions</span><span class="o">=</span><span class="n">row</span><span class="p">))</span>
</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a>
</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a> <span class="n">subquery_expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span> <span class="o">|</span> <span class="n">exp</span><span class="o">.</span><span class="n">Union</span> <span class="o">=</span> <span class="n">selects</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">selects</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">selects</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
</span><span id="L-148"><a href="#L-148"><span class="linenos">148</span></a> <span class="n">subquery_expression</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">union</span><span class="p">(</span><span class="n">subquery_expression</span><span class="p">,</span> <span class="n">select</span><span class="p">,</span> <span class="n">distinct</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
</span><span id="L-149"><a href="#L-149"><span class="linenos">149</span></a>
</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a> <span class="k">def</span> <span class="nf">with_properties</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">properties</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Redshift doesn&#39;t have `WITH` as part of their with_properties so we remove it&quot;&quot;&quot;</span>
</span><span id="L-152"><a href="#L-152"><span class="linenos">152</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">properties</span><span class="p">(</span><span class="n">properties</span><span class="p">,</span> <span class="n">prefix</span><span class="o">=</span><span class="s2">&quot; &quot;</span><span class="p">,</span> <span class="n">suffix</span><span class="o">=</span><span class="s2">&quot;&quot;</span><span class="p">)</span>
</span><span id="L-153"><a href="#L-153"><span class="linenos">153</span></a>
</span><span id="L-154"><a href="#L-154"><span class="linenos">154</span></a> <span class="k">def</span> <span class="nf">datatype_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="L-155"><a href="#L-155"><span class="linenos">155</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="L-156"><a href="#L-156"><span class="linenos">156</span></a><span class="sd"> Redshift converts the `TEXT` data type to `VARCHAR(255)` by default when people more generally mean</span>
</span><span id="L-157"><a href="#L-157"><span class="linenos">157</span></a><span class="sd"> VARCHAR of max length which is `VARCHAR(max)` in Redshift. Therefore if we get a `TEXT` data type</span>
</span><span id="L-158"><a href="#L-158"><span class="linenos">158</span></a><span class="sd"> without precision we convert it to `VARCHAR(max)` and if it does have precision then we just convert</span>
</span><span id="L-159"><a href="#L-159"><span class="linenos">159</span></a><span class="sd"> `TEXT` to `VARCHAR`.</span>
</span><span id="L-160"><a href="#L-160"><span class="linenos">160</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-161"><a href="#L-161"><span class="linenos">161</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">TEXT</span><span class="p">:</span>
</span><span id="L-162"><a href="#L-162"><span class="linenos">162</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
</span><span id="L-163"><a href="#L-163"><span class="linenos">163</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;this&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">VARCHAR</span><span class="p">)</span>
</span><span id="L-164"><a href="#L-164"><span class="linenos">164</span></a> <span class="n">precision</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">)</span>
</span><span id="L-165"><a href="#L-165"><span class="linenos">165</span></a>
</span><span id="L-166"><a href="#L-166"><span class="linenos">166</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">precision</span><span class="p">:</span>
</span><span id="L-167"><a href="#L-167"><span class="linenos">167</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Var</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="s2">&quot;MAX&quot;</span><span class="p">))</span>
</span><span id="L-168"><a href="#L-168"><span class="linenos">168</span></a>
</span><span id="L-169"><a href="#L-169"><span class="linenos">169</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">datatype_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">subquery_sql</span><span class="p">(</span><span class="n">subquery_expression</span><span class="o">.</span><span class="n">subquery</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">alias</span><span class="p">))</span>
</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a>
</span><span id="L-152"><a href="#L-152"><span class="linenos">152</span></a> <span class="k">def</span> <span class="nf">with_properties</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">properties</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="L-153"><a href="#L-153"><span class="linenos">153</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Redshift doesn&#39;t have `WITH` as part of their with_properties so we remove it&quot;&quot;&quot;</span>
</span><span id="L-154"><a href="#L-154"><span class="linenos">154</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">properties</span><span class="p">(</span><span class="n">properties</span><span class="p">,</span> <span class="n">prefix</span><span class="o">=</span><span class="s2">&quot; &quot;</span><span class="p">,</span> <span class="n">suffix</span><span class="o">=</span><span class="s2">&quot;&quot;</span><span class="p">)</span>
</span><span id="L-155"><a href="#L-155"><span class="linenos">155</span></a>
</span><span id="L-156"><a href="#L-156"><span class="linenos">156</span></a> <span class="k">def</span> <span class="nf">datatype_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="L-157"><a href="#L-157"><span class="linenos">157</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="L-158"><a href="#L-158"><span class="linenos">158</span></a><span class="sd"> Redshift converts the `TEXT` data type to `VARCHAR(255)` by default when people more generally mean</span>
</span><span id="L-159"><a href="#L-159"><span class="linenos">159</span></a><span class="sd"> VARCHAR of max length which is `VARCHAR(max)` in Redshift. Therefore if we get a `TEXT` data type</span>
</span><span id="L-160"><a href="#L-160"><span class="linenos">160</span></a><span class="sd"> without precision we convert it to `VARCHAR(max)` and if it does have precision then we just convert</span>
</span><span id="L-161"><a href="#L-161"><span class="linenos">161</span></a><span class="sd"> `TEXT` to `VARCHAR`.</span>
</span><span id="L-162"><a href="#L-162"><span class="linenos">162</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-163"><a href="#L-163"><span class="linenos">163</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;text&quot;</span><span class="p">):</span>
</span><span id="L-164"><a href="#L-164"><span class="linenos">164</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
</span><span id="L-165"><a href="#L-165"><span class="linenos">165</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;this&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">VARCHAR</span><span class="p">)</span>
</span><span id="L-166"><a href="#L-166"><span class="linenos">166</span></a> <span class="n">precision</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">)</span>
</span><span id="L-167"><a href="#L-167"><span class="linenos">167</span></a>
</span><span id="L-168"><a href="#L-168"><span class="linenos">168</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">precision</span><span class="p">:</span>
</span><span id="L-169"><a href="#L-169"><span class="linenos">169</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Var</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="s2">&quot;MAX&quot;</span><span class="p">))</span>
</span><span id="L-170"><a href="#L-170"><span class="linenos">170</span></a>
</span><span id="L-171"><a href="#L-171"><span class="linenos">171</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">datatype_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span></pre></div>
@ -296,135 +298,137 @@
</span><span id="Redshift-39"><a href="#Redshift-39"><span class="linenos"> 39</span></a>
</span><span id="Redshift-40"><a href="#Redshift-40"><span class="linenos"> 40</span></a> <span class="n">CONVERT_TYPE_FIRST</span> <span class="o">=</span> <span class="kc">True</span>
</span><span id="Redshift-41"><a href="#Redshift-41"><span class="linenos"> 41</span></a>
</span><span id="Redshift-42"><a href="#Redshift-42"><span class="linenos"> 42</span></a> <span class="k">def</span> <span class="nf">_parse_types</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">check_func</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]:</span>
</span><span id="Redshift-43"><a href="#Redshift-43"><span class="linenos"> 43</span></a> <span class="n">this</span> <span class="o">=</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">_parse_types</span><span class="p">(</span><span class="n">check_func</span><span class="o">=</span><span class="n">check_func</span><span class="p">)</span>
</span><span id="Redshift-44"><a href="#Redshift-44"><span class="linenos"> 44</span></a>
</span><span id="Redshift-45"><a href="#Redshift-45"><span class="linenos"> 45</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="Redshift-46"><a href="#Redshift-46"><span class="linenos"> 46</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span>
</span><span id="Redshift-47"><a href="#Redshift-47"><span class="linenos"> 47</span></a> <span class="ow">and</span> <span class="n">this</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">VARCHAR</span>
</span><span id="Redshift-48"><a href="#Redshift-48"><span class="linenos"> 48</span></a> <span class="ow">and</span> <span class="n">this</span><span class="o">.</span><span class="n">expressions</span>
</span><span id="Redshift-49"><a href="#Redshift-49"><span class="linenos"> 49</span></a> <span class="ow">and</span> <span class="n">this</span><span class="o">.</span><span class="n">expressions</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">column</span><span class="p">(</span><span class="s2">&quot;MAX&quot;</span><span class="p">)</span>
</span><span id="Redshift-50"><a href="#Redshift-50"><span class="linenos"> 50</span></a> <span class="p">):</span>
</span><span id="Redshift-51"><a href="#Redshift-51"><span class="linenos"> 51</span></a> <span class="n">this</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">,</span> <span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Var</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="s2">&quot;MAX&quot;</span><span class="p">)])</span>
</span><span id="Redshift-52"><a href="#Redshift-52"><span class="linenos"> 52</span></a>
</span><span id="Redshift-53"><a href="#Redshift-53"><span class="linenos"> 53</span></a> <span class="k">return</span> <span class="n">this</span>
</span><span id="Redshift-42"><a href="#Redshift-42"><span class="linenos"> 42</span></a> <span class="k">def</span> <span class="nf">_parse_types</span><span class="p">(</span>
</span><span id="Redshift-43"><a href="#Redshift-43"><span class="linenos"> 43</span></a> <span class="bp">self</span><span class="p">,</span> <span class="n">check_func</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span> <span class="n">schema</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="Redshift-44"><a href="#Redshift-44"><span class="linenos"> 44</span></a> <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]:</span>
</span><span id="Redshift-45"><a href="#Redshift-45"><span class="linenos"> 45</span></a> <span class="n">this</span> <span class="o">=</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">_parse_types</span><span class="p">(</span><span class="n">check_func</span><span class="o">=</span><span class="n">check_func</span><span class="p">,</span> <span class="n">schema</span><span class="o">=</span><span class="n">schema</span><span class="p">)</span>
</span><span id="Redshift-46"><a href="#Redshift-46"><span class="linenos"> 46</span></a>
</span><span id="Redshift-47"><a href="#Redshift-47"><span class="linenos"> 47</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="Redshift-48"><a href="#Redshift-48"><span class="linenos"> 48</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span>
</span><span id="Redshift-49"><a href="#Redshift-49"><span class="linenos"> 49</span></a> <span class="ow">and</span> <span class="n">this</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;varchar&quot;</span><span class="p">)</span>
</span><span id="Redshift-50"><a href="#Redshift-50"><span class="linenos"> 50</span></a> <span class="ow">and</span> <span class="n">this</span><span class="o">.</span><span class="n">expressions</span>
</span><span id="Redshift-51"><a href="#Redshift-51"><span class="linenos"> 51</span></a> <span class="ow">and</span> <span class="n">this</span><span class="o">.</span><span class="n">expressions</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">column</span><span class="p">(</span><span class="s2">&quot;MAX&quot;</span><span class="p">)</span>
</span><span id="Redshift-52"><a href="#Redshift-52"><span class="linenos"> 52</span></a> <span class="p">):</span>
</span><span id="Redshift-53"><a href="#Redshift-53"><span class="linenos"> 53</span></a> <span class="n">this</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">,</span> <span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Var</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="s2">&quot;MAX&quot;</span><span class="p">)])</span>
</span><span id="Redshift-54"><a href="#Redshift-54"><span class="linenos"> 54</span></a>
</span><span id="Redshift-55"><a href="#Redshift-55"><span class="linenos"> 55</span></a> <span class="k">class</span> <span class="nc">Tokenizer</span><span class="p">(</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Tokenizer</span><span class="p">):</span>
</span><span id="Redshift-56"><a href="#Redshift-56"><span class="linenos"> 56</span></a> <span class="n">BIT_STRINGS</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="Redshift-57"><a href="#Redshift-57"><span class="linenos"> 57</span></a> <span class="n">HEX_STRINGS</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="Redshift-58"><a href="#Redshift-58"><span class="linenos"> 58</span></a> <span class="n">STRING_ESCAPES</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;</span><span class="se">\\</span><span class="s2">&quot;</span><span class="p">]</span>
</span><span id="Redshift-59"><a href="#Redshift-59"><span class="linenos"> 59</span></a>
</span><span id="Redshift-60"><a href="#Redshift-60"><span class="linenos"> 60</span></a> <span class="n">KEYWORDS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Redshift-61"><a href="#Redshift-61"><span class="linenos"> 61</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Tokenizer</span><span class="o">.</span><span class="n">KEYWORDS</span><span class="p">,</span>
</span><span id="Redshift-62"><a href="#Redshift-62"><span class="linenos"> 62</span></a> <span class="s2">&quot;HLLSKETCH&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">HLLSKETCH</span><span class="p">,</span>
</span><span id="Redshift-63"><a href="#Redshift-63"><span class="linenos"> 63</span></a> <span class="s2">&quot;SUPER&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">SUPER</span><span class="p">,</span>
</span><span id="Redshift-64"><a href="#Redshift-64"><span class="linenos"> 64</span></a> <span class="s2">&quot;SYSDATE&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">CURRENT_TIMESTAMP</span><span class="p">,</span>
</span><span id="Redshift-65"><a href="#Redshift-65"><span class="linenos"> 65</span></a> <span class="s2">&quot;TIME&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">TIMESTAMP</span><span class="p">,</span>
</span><span id="Redshift-66"><a href="#Redshift-66"><span class="linenos"> 66</span></a> <span class="s2">&quot;TIMETZ&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">TIMESTAMPTZ</span><span class="p">,</span>
</span><span id="Redshift-67"><a href="#Redshift-67"><span class="linenos"> 67</span></a> <span class="s2">&quot;TOP&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">TOP</span><span class="p">,</span>
</span><span id="Redshift-68"><a href="#Redshift-68"><span class="linenos"> 68</span></a> <span class="s2">&quot;UNLOAD&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">COMMAND</span><span class="p">,</span>
</span><span id="Redshift-69"><a href="#Redshift-69"><span class="linenos"> 69</span></a> <span class="s2">&quot;VARBYTE&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">VARBINARY</span><span class="p">,</span>
</span><span id="Redshift-70"><a href="#Redshift-70"><span class="linenos"> 70</span></a> <span class="p">}</span>
</span><span id="Redshift-71"><a href="#Redshift-71"><span class="linenos"> 71</span></a>
</span><span id="Redshift-72"><a href="#Redshift-72"><span class="linenos"> 72</span></a> <span class="c1"># Redshift allows # to appear as a table identifier prefix</span>
</span><span id="Redshift-73"><a href="#Redshift-73"><span class="linenos"> 73</span></a> <span class="n">SINGLE_TOKENS</span> <span class="o">=</span> <span class="n">Postgres</span><span class="o">.</span><span class="n">Tokenizer</span><span class="o">.</span><span class="n">SINGLE_TOKENS</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
</span><span id="Redshift-74"><a href="#Redshift-74"><span class="linenos"> 74</span></a> <span class="n">SINGLE_TOKENS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="s2">&quot;#&quot;</span><span class="p">)</span>
</span><span id="Redshift-75"><a href="#Redshift-75"><span class="linenos"> 75</span></a>
</span><span id="Redshift-76"><a href="#Redshift-76"><span class="linenos"> 76</span></a> <span class="k">class</span> <span class="nc">Generator</span><span class="p">(</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="p">):</span>
</span><span id="Redshift-77"><a href="#Redshift-77"><span class="linenos"> 77</span></a> <span class="n">LOCKING_READS_SUPPORTED</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="Redshift-78"><a href="#Redshift-78"><span class="linenos"> 78</span></a> <span class="n">RENAME_TABLE_WITH_DB</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="Redshift-79"><a href="#Redshift-79"><span class="linenos"> 79</span></a>
</span><span id="Redshift-80"><a href="#Redshift-80"><span class="linenos"> 80</span></a> <span class="n">TYPE_MAPPING</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Redshift-81"><a href="#Redshift-81"><span class="linenos"> 81</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TYPE_MAPPING</span><span class="p">,</span>
</span><span id="Redshift-82"><a href="#Redshift-82"><span class="linenos"> 82</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">BINARY</span><span class="p">:</span> <span class="s2">&quot;VARBYTE&quot;</span><span class="p">,</span>
</span><span id="Redshift-83"><a href="#Redshift-83"><span class="linenos"> 83</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">VARBINARY</span><span class="p">:</span> <span class="s2">&quot;VARBYTE&quot;</span><span class="p">,</span>
</span><span id="Redshift-84"><a href="#Redshift-84"><span class="linenos"> 84</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">INT</span><span class="p">:</span> <span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
</span><span id="Redshift-85"><a href="#Redshift-85"><span class="linenos"> 85</span></a> <span class="p">}</span>
</span><span id="Redshift-86"><a href="#Redshift-86"><span class="linenos"> 86</span></a>
</span><span id="Redshift-87"><a href="#Redshift-87"><span class="linenos"> 87</span></a> <span class="n">PROPERTIES_LOCATION</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Redshift-88"><a href="#Redshift-88"><span class="linenos"> 88</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">PROPERTIES_LOCATION</span><span class="p">,</span>
</span><span id="Redshift-89"><a href="#Redshift-89"><span class="linenos"> 89</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">LikeProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">POST_WITH</span><span class="p">,</span>
</span><span id="Redshift-90"><a href="#Redshift-90"><span class="linenos"> 90</span></a> <span class="p">}</span>
</span><span id="Redshift-91"><a href="#Redshift-91"><span class="linenos"> 91</span></a>
</span><span id="Redshift-92"><a href="#Redshift-92"><span class="linenos"> 92</span></a> <span class="n">TRANSFORMS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Redshift-93"><a href="#Redshift-93"><span class="linenos"> 93</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TRANSFORMS</span><span class="p">,</span>
</span><span id="Redshift-94"><a href="#Redshift-94"><span class="linenos"> 94</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">CurrentTimestamp</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="s2">&quot;SYSDATE&quot;</span><span class="p">,</span>
</span><span id="Redshift-95"><a href="#Redshift-95"><span class="linenos"> 95</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateAdd</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span>
</span><span id="Redshift-96"><a href="#Redshift-96"><span class="linenos"> 96</span></a> <span class="s2">&quot;DATEADD&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="s2">&quot;day&quot;</span><span class="p">),</span> <span class="n">e</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span>
</span><span id="Redshift-97"><a href="#Redshift-97"><span class="linenos"> 97</span></a> <span class="p">),</span>
</span><span id="Redshift-98"><a href="#Redshift-98"><span class="linenos"> 98</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateDiff</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span>
</span><span id="Redshift-99"><a href="#Redshift-99"><span class="linenos"> 99</span></a> <span class="s2">&quot;DATEDIFF&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="s2">&quot;day&quot;</span><span class="p">),</span> <span class="n">e</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span>
</span><span id="Redshift-100"><a href="#Redshift-100"><span class="linenos">100</span></a> <span class="p">),</span>
</span><span id="Redshift-101"><a href="#Redshift-101"><span class="linenos">101</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DistKeyProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;DISTKEY(</span><span class="si">{</span><span class="n">e</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="Redshift-102"><a href="#Redshift-102"><span class="linenos">102</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DistStyleProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">naked_property</span><span class="p">(</span><span class="n">e</span><span class="p">),</span>
</span><span id="Redshift-103"><a href="#Redshift-103"><span class="linenos">103</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">JSONExtract</span><span class="p">:</span> <span class="n">_json_sql</span><span class="p">,</span>
</span><span id="Redshift-104"><a href="#Redshift-104"><span class="linenos">104</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">JSONExtractScalar</span><span class="p">:</span> <span class="n">_json_sql</span><span class="p">,</span>
</span><span id="Redshift-105"><a href="#Redshift-105"><span class="linenos">105</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">([</span><span class="n">transforms</span><span class="o">.</span><span class="n">eliminate_distinct_on</span><span class="p">]),</span>
</span><span id="Redshift-106"><a href="#Redshift-106"><span class="linenos">106</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">SortKeyProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="s1">&#39;COMPOUND &#39;</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="n">e</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s1">&#39;compound&#39;</span><span class="p">]</span><span class="w"> </span><span class="k">else</span><span class="w"> </span><span class="s1">&#39;&#39;</span><span class="si">}</span><span class="s2">SORTKEY(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">format_args</span><span class="p">(</span><span class="o">*</span><span class="n">e</span><span class="o">.</span><span class="n">this</span><span class="p">)</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="Redshift-107"><a href="#Redshift-107"><span class="linenos">107</span></a> <span class="p">}</span>
</span><span id="Redshift-108"><a href="#Redshift-108"><span class="linenos">108</span></a>
</span><span id="Redshift-109"><a href="#Redshift-109"><span class="linenos">109</span></a> <span class="c1"># Postgres maps exp.Pivot to no_pivot_sql, but Redshift support pivots</span>
</span><span id="Redshift-110"><a href="#Redshift-110"><span class="linenos">110</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Pivot</span><span class="p">)</span>
</span><span id="Redshift-111"><a href="#Redshift-111"><span class="linenos">111</span></a>
</span><span id="Redshift-112"><a href="#Redshift-112"><span class="linenos">112</span></a> <span class="c1"># Redshift uses the POW | POWER (expr1, expr2) syntax instead of expr1 ^ expr2 (postgres)</span>
</span><span id="Redshift-113"><a href="#Redshift-113"><span class="linenos">113</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Pow</span><span class="p">)</span>
</span><span id="Redshift-114"><a href="#Redshift-114"><span class="linenos">114</span></a>
</span><span id="Redshift-115"><a href="#Redshift-115"><span class="linenos">115</span></a> <span class="n">RESERVED_KEYWORDS</span> <span class="o">=</span> <span class="p">{</span><span class="o">*</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">RESERVED_KEYWORDS</span><span class="p">,</span> <span class="s2">&quot;snapshot&quot;</span><span class="p">,</span> <span class="s2">&quot;type&quot;</span><span class="p">}</span>
</span><span id="Redshift-55"><a href="#Redshift-55"><span class="linenos"> 55</span></a> <span class="k">return</span> <span class="n">this</span>
</span><span id="Redshift-56"><a href="#Redshift-56"><span class="linenos"> 56</span></a>
</span><span id="Redshift-57"><a href="#Redshift-57"><span class="linenos"> 57</span></a> <span class="k">class</span> <span class="nc">Tokenizer</span><span class="p">(</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Tokenizer</span><span class="p">):</span>
</span><span id="Redshift-58"><a href="#Redshift-58"><span class="linenos"> 58</span></a> <span class="n">BIT_STRINGS</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="Redshift-59"><a href="#Redshift-59"><span class="linenos"> 59</span></a> <span class="n">HEX_STRINGS</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="Redshift-60"><a href="#Redshift-60"><span class="linenos"> 60</span></a> <span class="n">STRING_ESCAPES</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;</span><span class="se">\\</span><span class="s2">&quot;</span><span class="p">]</span>
</span><span id="Redshift-61"><a href="#Redshift-61"><span class="linenos"> 61</span></a>
</span><span id="Redshift-62"><a href="#Redshift-62"><span class="linenos"> 62</span></a> <span class="n">KEYWORDS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Redshift-63"><a href="#Redshift-63"><span class="linenos"> 63</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Tokenizer</span><span class="o">.</span><span class="n">KEYWORDS</span><span class="p">,</span>
</span><span id="Redshift-64"><a href="#Redshift-64"><span class="linenos"> 64</span></a> <span class="s2">&quot;HLLSKETCH&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">HLLSKETCH</span><span class="p">,</span>
</span><span id="Redshift-65"><a href="#Redshift-65"><span class="linenos"> 65</span></a> <span class="s2">&quot;SUPER&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">SUPER</span><span class="p">,</span>
</span><span id="Redshift-66"><a href="#Redshift-66"><span class="linenos"> 66</span></a> <span class="s2">&quot;SYSDATE&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">CURRENT_TIMESTAMP</span><span class="p">,</span>
</span><span id="Redshift-67"><a href="#Redshift-67"><span class="linenos"> 67</span></a> <span class="s2">&quot;TIME&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">TIMESTAMP</span><span class="p">,</span>
</span><span id="Redshift-68"><a href="#Redshift-68"><span class="linenos"> 68</span></a> <span class="s2">&quot;TIMETZ&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">TIMESTAMPTZ</span><span class="p">,</span>
</span><span id="Redshift-69"><a href="#Redshift-69"><span class="linenos"> 69</span></a> <span class="s2">&quot;TOP&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">TOP</span><span class="p">,</span>
</span><span id="Redshift-70"><a href="#Redshift-70"><span class="linenos"> 70</span></a> <span class="s2">&quot;UNLOAD&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">COMMAND</span><span class="p">,</span>
</span><span id="Redshift-71"><a href="#Redshift-71"><span class="linenos"> 71</span></a> <span class="s2">&quot;VARBYTE&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">VARBINARY</span><span class="p">,</span>
</span><span id="Redshift-72"><a href="#Redshift-72"><span class="linenos"> 72</span></a> <span class="p">}</span>
</span><span id="Redshift-73"><a href="#Redshift-73"><span class="linenos"> 73</span></a>
</span><span id="Redshift-74"><a href="#Redshift-74"><span class="linenos"> 74</span></a> <span class="c1"># Redshift allows # to appear as a table identifier prefix</span>
</span><span id="Redshift-75"><a href="#Redshift-75"><span class="linenos"> 75</span></a> <span class="n">SINGLE_TOKENS</span> <span class="o">=</span> <span class="n">Postgres</span><span class="o">.</span><span class="n">Tokenizer</span><span class="o">.</span><span class="n">SINGLE_TOKENS</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
</span><span id="Redshift-76"><a href="#Redshift-76"><span class="linenos"> 76</span></a> <span class="n">SINGLE_TOKENS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="s2">&quot;#&quot;</span><span class="p">)</span>
</span><span id="Redshift-77"><a href="#Redshift-77"><span class="linenos"> 77</span></a>
</span><span id="Redshift-78"><a href="#Redshift-78"><span class="linenos"> 78</span></a> <span class="k">class</span> <span class="nc">Generator</span><span class="p">(</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="p">):</span>
</span><span id="Redshift-79"><a href="#Redshift-79"><span class="linenos"> 79</span></a> <span class="n">LOCKING_READS_SUPPORTED</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="Redshift-80"><a href="#Redshift-80"><span class="linenos"> 80</span></a> <span class="n">RENAME_TABLE_WITH_DB</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="Redshift-81"><a href="#Redshift-81"><span class="linenos"> 81</span></a>
</span><span id="Redshift-82"><a href="#Redshift-82"><span class="linenos"> 82</span></a> <span class="n">TYPE_MAPPING</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Redshift-83"><a href="#Redshift-83"><span class="linenos"> 83</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TYPE_MAPPING</span><span class="p">,</span>
</span><span id="Redshift-84"><a href="#Redshift-84"><span class="linenos"> 84</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">BINARY</span><span class="p">:</span> <span class="s2">&quot;VARBYTE&quot;</span><span class="p">,</span>
</span><span id="Redshift-85"><a href="#Redshift-85"><span class="linenos"> 85</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">VARBINARY</span><span class="p">:</span> <span class="s2">&quot;VARBYTE&quot;</span><span class="p">,</span>
</span><span id="Redshift-86"><a href="#Redshift-86"><span class="linenos"> 86</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">INT</span><span class="p">:</span> <span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
</span><span id="Redshift-87"><a href="#Redshift-87"><span class="linenos"> 87</span></a> <span class="p">}</span>
</span><span id="Redshift-88"><a href="#Redshift-88"><span class="linenos"> 88</span></a>
</span><span id="Redshift-89"><a href="#Redshift-89"><span class="linenos"> 89</span></a> <span class="n">PROPERTIES_LOCATION</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Redshift-90"><a href="#Redshift-90"><span class="linenos"> 90</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">PROPERTIES_LOCATION</span><span class="p">,</span>
</span><span id="Redshift-91"><a href="#Redshift-91"><span class="linenos"> 91</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">LikeProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">POST_WITH</span><span class="p">,</span>
</span><span id="Redshift-92"><a href="#Redshift-92"><span class="linenos"> 92</span></a> <span class="p">}</span>
</span><span id="Redshift-93"><a href="#Redshift-93"><span class="linenos"> 93</span></a>
</span><span id="Redshift-94"><a href="#Redshift-94"><span class="linenos"> 94</span></a> <span class="n">TRANSFORMS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Redshift-95"><a href="#Redshift-95"><span class="linenos"> 95</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TRANSFORMS</span><span class="p">,</span>
</span><span id="Redshift-96"><a href="#Redshift-96"><span class="linenos"> 96</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">CurrentTimestamp</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="s2">&quot;SYSDATE&quot;</span><span class="p">,</span>
</span><span id="Redshift-97"><a href="#Redshift-97"><span class="linenos"> 97</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateAdd</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span>
</span><span id="Redshift-98"><a href="#Redshift-98"><span class="linenos"> 98</span></a> <span class="s2">&quot;DATEADD&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="s2">&quot;day&quot;</span><span class="p">),</span> <span class="n">e</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span>
</span><span id="Redshift-99"><a href="#Redshift-99"><span class="linenos"> 99</span></a> <span class="p">),</span>
</span><span id="Redshift-100"><a href="#Redshift-100"><span class="linenos">100</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateDiff</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span>
</span><span id="Redshift-101"><a href="#Redshift-101"><span class="linenos">101</span></a> <span class="s2">&quot;DATEDIFF&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="s2">&quot;day&quot;</span><span class="p">),</span> <span class="n">e</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span>
</span><span id="Redshift-102"><a href="#Redshift-102"><span class="linenos">102</span></a> <span class="p">),</span>
</span><span id="Redshift-103"><a href="#Redshift-103"><span class="linenos">103</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DistKeyProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;DISTKEY(</span><span class="si">{</span><span class="n">e</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="Redshift-104"><a href="#Redshift-104"><span class="linenos">104</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DistStyleProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">naked_property</span><span class="p">(</span><span class="n">e</span><span class="p">),</span>
</span><span id="Redshift-105"><a href="#Redshift-105"><span class="linenos">105</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">JSONExtract</span><span class="p">:</span> <span class="n">_json_sql</span><span class="p">,</span>
</span><span id="Redshift-106"><a href="#Redshift-106"><span class="linenos">106</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">JSONExtractScalar</span><span class="p">:</span> <span class="n">_json_sql</span><span class="p">,</span>
</span><span id="Redshift-107"><a href="#Redshift-107"><span class="linenos">107</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">([</span><span class="n">transforms</span><span class="o">.</span><span class="n">eliminate_distinct_on</span><span class="p">]),</span>
</span><span id="Redshift-108"><a href="#Redshift-108"><span class="linenos">108</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">SortKeyProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="s1">&#39;COMPOUND &#39;</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="n">e</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s1">&#39;compound&#39;</span><span class="p">]</span><span class="w"> </span><span class="k">else</span><span class="w"> </span><span class="s1">&#39;&#39;</span><span class="si">}</span><span class="s2">SORTKEY(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">format_args</span><span class="p">(</span><span class="o">*</span><span class="n">e</span><span class="o">.</span><span class="n">this</span><span class="p">)</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="Redshift-109"><a href="#Redshift-109"><span class="linenos">109</span></a> <span class="p">}</span>
</span><span id="Redshift-110"><a href="#Redshift-110"><span class="linenos">110</span></a>
</span><span id="Redshift-111"><a href="#Redshift-111"><span class="linenos">111</span></a> <span class="c1"># Postgres maps exp.Pivot to no_pivot_sql, but Redshift support pivots</span>
</span><span id="Redshift-112"><a href="#Redshift-112"><span class="linenos">112</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Pivot</span><span class="p">)</span>
</span><span id="Redshift-113"><a href="#Redshift-113"><span class="linenos">113</span></a>
</span><span id="Redshift-114"><a href="#Redshift-114"><span class="linenos">114</span></a> <span class="c1"># Redshift uses the POW | POWER (expr1, expr2) syntax instead of expr1 ^ expr2 (postgres)</span>
</span><span id="Redshift-115"><a href="#Redshift-115"><span class="linenos">115</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Pow</span><span class="p">)</span>
</span><span id="Redshift-116"><a href="#Redshift-116"><span class="linenos">116</span></a>
</span><span id="Redshift-117"><a href="#Redshift-117"><span class="linenos">117</span></a> <span class="k">def</span> <span class="nf">values_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Values</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Redshift-118"><a href="#Redshift-118"><span class="linenos">118</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="Redshift-119"><a href="#Redshift-119"><span class="linenos">119</span></a><span class="sd"> Converts `VALUES...` expression into a series of unions.</span>
</span><span id="Redshift-120"><a href="#Redshift-120"><span class="linenos">120</span></a>
</span><span id="Redshift-121"><a href="#Redshift-121"><span class="linenos">121</span></a><span class="sd"> Note: If you have a lot of unions then this will result in a large number of recursive statements to</span>
</span><span id="Redshift-122"><a href="#Redshift-122"><span class="linenos">122</span></a><span class="sd"> evaluate the expression. You may need to increase `sys.setrecursionlimit` to run and it can also be</span>
</span><span id="Redshift-123"><a href="#Redshift-123"><span class="linenos">123</span></a><span class="sd"> very slow.</span>
</span><span id="Redshift-124"><a href="#Redshift-124"><span class="linenos">124</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="Redshift-125"><a href="#Redshift-125"><span class="linenos">125</span></a>
</span><span id="Redshift-126"><a href="#Redshift-126"><span class="linenos">126</span></a> <span class="c1"># The VALUES clause is still valid in an `INSERT INTO ..` statement, for example</span>
</span><span id="Redshift-127"><a href="#Redshift-127"><span class="linenos">127</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">expression</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span>
</span><span id="Redshift-128"><a href="#Redshift-128"><span class="linenos">128</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">values_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="Redshift-129"><a href="#Redshift-129"><span class="linenos">129</span></a>
</span><span id="Redshift-130"><a href="#Redshift-130"><span class="linenos">130</span></a> <span class="n">column_names</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">alias</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;alias&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">columns</span>
</span><span id="Redshift-117"><a href="#Redshift-117"><span class="linenos">117</span></a> <span class="n">RESERVED_KEYWORDS</span> <span class="o">=</span> <span class="p">{</span><span class="o">*</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">RESERVED_KEYWORDS</span><span class="p">,</span> <span class="s2">&quot;snapshot&quot;</span><span class="p">,</span> <span class="s2">&quot;type&quot;</span><span class="p">}</span>
</span><span id="Redshift-118"><a href="#Redshift-118"><span class="linenos">118</span></a>
</span><span id="Redshift-119"><a href="#Redshift-119"><span class="linenos">119</span></a> <span class="k">def</span> <span class="nf">values_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Values</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Redshift-120"><a href="#Redshift-120"><span class="linenos">120</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="Redshift-121"><a href="#Redshift-121"><span class="linenos">121</span></a><span class="sd"> Converts `VALUES...` expression into a series of unions.</span>
</span><span id="Redshift-122"><a href="#Redshift-122"><span class="linenos">122</span></a>
</span><span id="Redshift-123"><a href="#Redshift-123"><span class="linenos">123</span></a><span class="sd"> Note: If you have a lot of unions then this will result in a large number of recursive statements to</span>
</span><span id="Redshift-124"><a href="#Redshift-124"><span class="linenos">124</span></a><span class="sd"> evaluate the expression. You may need to increase `sys.setrecursionlimit` to run and it can also be</span>
</span><span id="Redshift-125"><a href="#Redshift-125"><span class="linenos">125</span></a><span class="sd"> very slow.</span>
</span><span id="Redshift-126"><a href="#Redshift-126"><span class="linenos">126</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="Redshift-127"><a href="#Redshift-127"><span class="linenos">127</span></a>
</span><span id="Redshift-128"><a href="#Redshift-128"><span class="linenos">128</span></a> <span class="c1"># The VALUES clause is still valid in an `INSERT INTO ..` statement, for example</span>
</span><span id="Redshift-129"><a href="#Redshift-129"><span class="linenos">129</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">expression</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span>
</span><span id="Redshift-130"><a href="#Redshift-130"><span class="linenos">130</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">values_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="Redshift-131"><a href="#Redshift-131"><span class="linenos">131</span></a>
</span><span id="Redshift-132"><a href="#Redshift-132"><span class="linenos">132</span></a> <span class="n">selects</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="Redshift-133"><a href="#Redshift-133"><span class="linenos">133</span></a> <span class="n">rows</span> <span class="o">=</span> <span class="p">[</span><span class="n">tuple_exp</span><span class="o">.</span><span class="n">expressions</span> <span class="k">for</span> <span class="n">tuple_exp</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">expressions</span><span class="p">]</span>
</span><span id="Redshift-134"><a href="#Redshift-134"><span class="linenos">134</span></a>
</span><span id="Redshift-135"><a href="#Redshift-135"><span class="linenos">135</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">row</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">rows</span><span class="p">):</span>
</span><span id="Redshift-136"><a href="#Redshift-136"><span class="linenos">136</span></a> <span class="k">if</span> <span class="n">i</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="n">column_names</span><span class="p">:</span>
</span><span id="Redshift-137"><a href="#Redshift-137"><span class="linenos">137</span></a> <span class="n">row</span> <span class="o">=</span> <span class="p">[</span>
</span><span id="Redshift-138"><a href="#Redshift-138"><span class="linenos">138</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">alias_</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="n">column_name</span><span class="p">)</span>
</span><span id="Redshift-139"><a href="#Redshift-139"><span class="linenos">139</span></a> <span class="k">for</span> <span class="n">value</span><span class="p">,</span> <span class="n">column_name</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">row</span><span class="p">,</span> <span class="n">column_names</span><span class="p">)</span>
</span><span id="Redshift-140"><a href="#Redshift-140"><span class="linenos">140</span></a> <span class="p">]</span>
</span><span id="Redshift-141"><a href="#Redshift-141"><span class="linenos">141</span></a>
</span><span id="Redshift-142"><a href="#Redshift-142"><span class="linenos">142</span></a> <span class="n">selects</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">(</span><span class="n">expressions</span><span class="o">=</span><span class="n">row</span><span class="p">))</span>
</span><span id="Redshift-132"><a href="#Redshift-132"><span class="linenos">132</span></a> <span class="n">column_names</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">alias</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;alias&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">columns</span>
</span><span id="Redshift-133"><a href="#Redshift-133"><span class="linenos">133</span></a>
</span><span id="Redshift-134"><a href="#Redshift-134"><span class="linenos">134</span></a> <span class="n">selects</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="Redshift-135"><a href="#Redshift-135"><span class="linenos">135</span></a> <span class="n">rows</span> <span class="o">=</span> <span class="p">[</span><span class="n">tuple_exp</span><span class="o">.</span><span class="n">expressions</span> <span class="k">for</span> <span class="n">tuple_exp</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">expressions</span><span class="p">]</span>
</span><span id="Redshift-136"><a href="#Redshift-136"><span class="linenos">136</span></a>
</span><span id="Redshift-137"><a href="#Redshift-137"><span class="linenos">137</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">row</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">rows</span><span class="p">):</span>
</span><span id="Redshift-138"><a href="#Redshift-138"><span class="linenos">138</span></a> <span class="k">if</span> <span class="n">i</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="n">column_names</span><span class="p">:</span>
</span><span id="Redshift-139"><a href="#Redshift-139"><span class="linenos">139</span></a> <span class="n">row</span> <span class="o">=</span> <span class="p">[</span>
</span><span id="Redshift-140"><a href="#Redshift-140"><span class="linenos">140</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">alias_</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="n">column_name</span><span class="p">)</span>
</span><span id="Redshift-141"><a href="#Redshift-141"><span class="linenos">141</span></a> <span class="k">for</span> <span class="n">value</span><span class="p">,</span> <span class="n">column_name</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">row</span><span class="p">,</span> <span class="n">column_names</span><span class="p">)</span>
</span><span id="Redshift-142"><a href="#Redshift-142"><span class="linenos">142</span></a> <span class="p">]</span>
</span><span id="Redshift-143"><a href="#Redshift-143"><span class="linenos">143</span></a>
</span><span id="Redshift-144"><a href="#Redshift-144"><span class="linenos">144</span></a> <span class="n">subquery_expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span> <span class="o">|</span> <span class="n">exp</span><span class="o">.</span><span class="n">Union</span> <span class="o">=</span> <span class="n">selects</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
</span><span id="Redshift-145"><a href="#Redshift-145"><span class="linenos">145</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">selects</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
</span><span id="Redshift-146"><a href="#Redshift-146"><span class="linenos">146</span></a> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">selects</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
</span><span id="Redshift-147"><a href="#Redshift-147"><span class="linenos">147</span></a> <span class="n">subquery_expression</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">union</span><span class="p">(</span><span class="n">subquery_expression</span><span class="p">,</span> <span class="n">select</span><span class="p">,</span> <span class="n">distinct</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
</span><span id="Redshift-148"><a href="#Redshift-148"><span class="linenos">148</span></a>
</span><span id="Redshift-149"><a href="#Redshift-149"><span class="linenos">149</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">subquery_sql</span><span class="p">(</span><span class="n">subquery_expression</span><span class="o">.</span><span class="n">subquery</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">alias</span><span class="p">))</span>
</span><span id="Redshift-144"><a href="#Redshift-144"><span class="linenos">144</span></a> <span class="n">selects</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">(</span><span class="n">expressions</span><span class="o">=</span><span class="n">row</span><span class="p">))</span>
</span><span id="Redshift-145"><a href="#Redshift-145"><span class="linenos">145</span></a>
</span><span id="Redshift-146"><a href="#Redshift-146"><span class="linenos">146</span></a> <span class="n">subquery_expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span> <span class="o">|</span> <span class="n">exp</span><span class="o">.</span><span class="n">Union</span> <span class="o">=</span> <span class="n">selects</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
</span><span id="Redshift-147"><a href="#Redshift-147"><span class="linenos">147</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">selects</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
</span><span id="Redshift-148"><a href="#Redshift-148"><span class="linenos">148</span></a> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">selects</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
</span><span id="Redshift-149"><a href="#Redshift-149"><span class="linenos">149</span></a> <span class="n">subquery_expression</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">union</span><span class="p">(</span><span class="n">subquery_expression</span><span class="p">,</span> <span class="n">select</span><span class="p">,</span> <span class="n">distinct</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
</span><span id="Redshift-150"><a href="#Redshift-150"><span class="linenos">150</span></a>
</span><span id="Redshift-151"><a href="#Redshift-151"><span class="linenos">151</span></a> <span class="k">def</span> <span class="nf">with_properties</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">properties</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Redshift-152"><a href="#Redshift-152"><span class="linenos">152</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Redshift doesn&#39;t have `WITH` as part of their with_properties so we remove it&quot;&quot;&quot;</span>
</span><span id="Redshift-153"><a href="#Redshift-153"><span class="linenos">153</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">properties</span><span class="p">(</span><span class="n">properties</span><span class="p">,</span> <span class="n">prefix</span><span class="o">=</span><span class="s2">&quot; &quot;</span><span class="p">,</span> <span class="n">suffix</span><span class="o">=</span><span class="s2">&quot;&quot;</span><span class="p">)</span>
</span><span id="Redshift-154"><a href="#Redshift-154"><span class="linenos">154</span></a>
</span><span id="Redshift-155"><a href="#Redshift-155"><span class="linenos">155</span></a> <span class="k">def</span> <span class="nf">datatype_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Redshift-156"><a href="#Redshift-156"><span class="linenos">156</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="Redshift-157"><a href="#Redshift-157"><span class="linenos">157</span></a><span class="sd"> Redshift converts the `TEXT` data type to `VARCHAR(255)` by default when people more generally mean</span>
</span><span id="Redshift-158"><a href="#Redshift-158"><span class="linenos">158</span></a><span class="sd"> VARCHAR of max length which is `VARCHAR(max)` in Redshift. Therefore if we get a `TEXT` data type</span>
</span><span id="Redshift-159"><a href="#Redshift-159"><span class="linenos">159</span></a><span class="sd"> without precision we convert it to `VARCHAR(max)` and if it does have precision then we just convert</span>
</span><span id="Redshift-160"><a href="#Redshift-160"><span class="linenos">160</span></a><span class="sd"> `TEXT` to `VARCHAR`.</span>
</span><span id="Redshift-161"><a href="#Redshift-161"><span class="linenos">161</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="Redshift-162"><a href="#Redshift-162"><span class="linenos">162</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">TEXT</span><span class="p">:</span>
</span><span id="Redshift-163"><a href="#Redshift-163"><span class="linenos">163</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
</span><span id="Redshift-164"><a href="#Redshift-164"><span class="linenos">164</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;this&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">VARCHAR</span><span class="p">)</span>
</span><span id="Redshift-165"><a href="#Redshift-165"><span class="linenos">165</span></a> <span class="n">precision</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">)</span>
</span><span id="Redshift-166"><a href="#Redshift-166"><span class="linenos">166</span></a>
</span><span id="Redshift-167"><a href="#Redshift-167"><span class="linenos">167</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">precision</span><span class="p">:</span>
</span><span id="Redshift-168"><a href="#Redshift-168"><span class="linenos">168</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Var</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="s2">&quot;MAX&quot;</span><span class="p">))</span>
</span><span id="Redshift-169"><a href="#Redshift-169"><span class="linenos">169</span></a>
</span><span id="Redshift-170"><a href="#Redshift-170"><span class="linenos">170</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">datatype_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="Redshift-151"><a href="#Redshift-151"><span class="linenos">151</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">subquery_sql</span><span class="p">(</span><span class="n">subquery_expression</span><span class="o">.</span><span class="n">subquery</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">alias</span><span class="p">))</span>
</span><span id="Redshift-152"><a href="#Redshift-152"><span class="linenos">152</span></a>
</span><span id="Redshift-153"><a href="#Redshift-153"><span class="linenos">153</span></a> <span class="k">def</span> <span class="nf">with_properties</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">properties</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Redshift-154"><a href="#Redshift-154"><span class="linenos">154</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Redshift doesn&#39;t have `WITH` as part of their with_properties so we remove it&quot;&quot;&quot;</span>
</span><span id="Redshift-155"><a href="#Redshift-155"><span class="linenos">155</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">properties</span><span class="p">(</span><span class="n">properties</span><span class="p">,</span> <span class="n">prefix</span><span class="o">=</span><span class="s2">&quot; &quot;</span><span class="p">,</span> <span class="n">suffix</span><span class="o">=</span><span class="s2">&quot;&quot;</span><span class="p">)</span>
</span><span id="Redshift-156"><a href="#Redshift-156"><span class="linenos">156</span></a>
</span><span id="Redshift-157"><a href="#Redshift-157"><span class="linenos">157</span></a> <span class="k">def</span> <span class="nf">datatype_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Redshift-158"><a href="#Redshift-158"><span class="linenos">158</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="Redshift-159"><a href="#Redshift-159"><span class="linenos">159</span></a><span class="sd"> Redshift converts the `TEXT` data type to `VARCHAR(255)` by default when people more generally mean</span>
</span><span id="Redshift-160"><a href="#Redshift-160"><span class="linenos">160</span></a><span class="sd"> VARCHAR of max length which is `VARCHAR(max)` in Redshift. Therefore if we get a `TEXT` data type</span>
</span><span id="Redshift-161"><a href="#Redshift-161"><span class="linenos">161</span></a><span class="sd"> without precision we convert it to `VARCHAR(max)` and if it does have precision then we just convert</span>
</span><span id="Redshift-162"><a href="#Redshift-162"><span class="linenos">162</span></a><span class="sd"> `TEXT` to `VARCHAR`.</span>
</span><span id="Redshift-163"><a href="#Redshift-163"><span class="linenos">163</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="Redshift-164"><a href="#Redshift-164"><span class="linenos">164</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;text&quot;</span><span class="p">):</span>
</span><span id="Redshift-165"><a href="#Redshift-165"><span class="linenos">165</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
</span><span id="Redshift-166"><a href="#Redshift-166"><span class="linenos">166</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;this&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">VARCHAR</span><span class="p">)</span>
</span><span id="Redshift-167"><a href="#Redshift-167"><span class="linenos">167</span></a> <span class="n">precision</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">)</span>
</span><span id="Redshift-168"><a href="#Redshift-168"><span class="linenos">168</span></a>
</span><span id="Redshift-169"><a href="#Redshift-169"><span class="linenos">169</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">precision</span><span class="p">:</span>
</span><span id="Redshift-170"><a href="#Redshift-170"><span class="linenos">170</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Var</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="s2">&quot;MAX&quot;</span><span class="p">))</span>
</span><span id="Redshift-171"><a href="#Redshift-171"><span class="linenos">171</span></a>
</span><span id="Redshift-172"><a href="#Redshift-172"><span class="linenos">172</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">datatype_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span></pre></div>
@ -477,18 +481,20 @@
</span><span id="Redshift.Parser-39"><a href="#Redshift.Parser-39"><span class="linenos">39</span></a>
</span><span id="Redshift.Parser-40"><a href="#Redshift.Parser-40"><span class="linenos">40</span></a> <span class="n">CONVERT_TYPE_FIRST</span> <span class="o">=</span> <span class="kc">True</span>
</span><span id="Redshift.Parser-41"><a href="#Redshift.Parser-41"><span class="linenos">41</span></a>
</span><span id="Redshift.Parser-42"><a href="#Redshift.Parser-42"><span class="linenos">42</span></a> <span class="k">def</span> <span class="nf">_parse_types</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">check_func</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]:</span>
</span><span id="Redshift.Parser-43"><a href="#Redshift.Parser-43"><span class="linenos">43</span></a> <span class="n">this</span> <span class="o">=</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">_parse_types</span><span class="p">(</span><span class="n">check_func</span><span class="o">=</span><span class="n">check_func</span><span class="p">)</span>
</span><span id="Redshift.Parser-44"><a href="#Redshift.Parser-44"><span class="linenos">44</span></a>
</span><span id="Redshift.Parser-45"><a href="#Redshift.Parser-45"><span class="linenos">45</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="Redshift.Parser-46"><a href="#Redshift.Parser-46"><span class="linenos">46</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span>
</span><span id="Redshift.Parser-47"><a href="#Redshift.Parser-47"><span class="linenos">47</span></a> <span class="ow">and</span> <span class="n">this</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">VARCHAR</span>
</span><span id="Redshift.Parser-48"><a href="#Redshift.Parser-48"><span class="linenos">48</span></a> <span class="ow">and</span> <span class="n">this</span><span class="o">.</span><span class="n">expressions</span>
</span><span id="Redshift.Parser-49"><a href="#Redshift.Parser-49"><span class="linenos">49</span></a> <span class="ow">and</span> <span class="n">this</span><span class="o">.</span><span class="n">expressions</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">column</span><span class="p">(</span><span class="s2">&quot;MAX&quot;</span><span class="p">)</span>
</span><span id="Redshift.Parser-50"><a href="#Redshift.Parser-50"><span class="linenos">50</span></a> <span class="p">):</span>
</span><span id="Redshift.Parser-51"><a href="#Redshift.Parser-51"><span class="linenos">51</span></a> <span class="n">this</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">,</span> <span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Var</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="s2">&quot;MAX&quot;</span><span class="p">)])</span>
</span><span id="Redshift.Parser-52"><a href="#Redshift.Parser-52"><span class="linenos">52</span></a>
</span><span id="Redshift.Parser-53"><a href="#Redshift.Parser-53"><span class="linenos">53</span></a> <span class="k">return</span> <span class="n">this</span>
</span><span id="Redshift.Parser-42"><a href="#Redshift.Parser-42"><span class="linenos">42</span></a> <span class="k">def</span> <span class="nf">_parse_types</span><span class="p">(</span>
</span><span id="Redshift.Parser-43"><a href="#Redshift.Parser-43"><span class="linenos">43</span></a> <span class="bp">self</span><span class="p">,</span> <span class="n">check_func</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span> <span class="n">schema</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="Redshift.Parser-44"><a href="#Redshift.Parser-44"><span class="linenos">44</span></a> <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]:</span>
</span><span id="Redshift.Parser-45"><a href="#Redshift.Parser-45"><span class="linenos">45</span></a> <span class="n">this</span> <span class="o">=</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">_parse_types</span><span class="p">(</span><span class="n">check_func</span><span class="o">=</span><span class="n">check_func</span><span class="p">,</span> <span class="n">schema</span><span class="o">=</span><span class="n">schema</span><span class="p">)</span>
</span><span id="Redshift.Parser-46"><a href="#Redshift.Parser-46"><span class="linenos">46</span></a>
</span><span id="Redshift.Parser-47"><a href="#Redshift.Parser-47"><span class="linenos">47</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="Redshift.Parser-48"><a href="#Redshift.Parser-48"><span class="linenos">48</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span>
</span><span id="Redshift.Parser-49"><a href="#Redshift.Parser-49"><span class="linenos">49</span></a> <span class="ow">and</span> <span class="n">this</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;varchar&quot;</span><span class="p">)</span>
</span><span id="Redshift.Parser-50"><a href="#Redshift.Parser-50"><span class="linenos">50</span></a> <span class="ow">and</span> <span class="n">this</span><span class="o">.</span><span class="n">expressions</span>
</span><span id="Redshift.Parser-51"><a href="#Redshift.Parser-51"><span class="linenos">51</span></a> <span class="ow">and</span> <span class="n">this</span><span class="o">.</span><span class="n">expressions</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">column</span><span class="p">(</span><span class="s2">&quot;MAX&quot;</span><span class="p">)</span>
</span><span id="Redshift.Parser-52"><a href="#Redshift.Parser-52"><span class="linenos">52</span></a> <span class="p">):</span>
</span><span id="Redshift.Parser-53"><a href="#Redshift.Parser-53"><span class="linenos">53</span></a> <span class="n">this</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">,</span> <span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Var</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="s2">&quot;MAX&quot;</span><span class="p">)])</span>
</span><span id="Redshift.Parser-54"><a href="#Redshift.Parser-54"><span class="linenos">54</span></a>
</span><span id="Redshift.Parser-55"><a href="#Redshift.Parser-55"><span class="linenos">55</span></a> <span class="k">return</span> <span class="n">this</span>
</span></pre></div>
@ -499,7 +505,7 @@ a parsed syntax tree.</p>
<ul>
<li><strong>error_level:</strong> the desired error level.
Default: ErrorLevel.RAISE</li>
Default: ErrorLevel.IMMEDIATE</li>
<li><strong>error_message_context:</strong> determines the amount of context to capture from a
query string when displaying the error message (in number of characters).
Default: 50.</li>
@ -545,26 +551,26 @@ Default: "nulls_are_small"</li>
</div>
<a class="headerlink" href="#Redshift.Tokenizer"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="Redshift.Tokenizer-55"><a href="#Redshift.Tokenizer-55"><span class="linenos">55</span></a> <span class="k">class</span> <span class="nc">Tokenizer</span><span class="p">(</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Tokenizer</span><span class="p">):</span>
</span><span id="Redshift.Tokenizer-56"><a href="#Redshift.Tokenizer-56"><span class="linenos">56</span></a> <span class="n">BIT_STRINGS</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="Redshift.Tokenizer-57"><a href="#Redshift.Tokenizer-57"><span class="linenos">57</span></a> <span class="n">HEX_STRINGS</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="Redshift.Tokenizer-58"><a href="#Redshift.Tokenizer-58"><span class="linenos">58</span></a> <span class="n">STRING_ESCAPES</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;</span><span class="se">\\</span><span class="s2">&quot;</span><span class="p">]</span>
</span><span id="Redshift.Tokenizer-59"><a href="#Redshift.Tokenizer-59"><span class="linenos">59</span></a>
</span><span id="Redshift.Tokenizer-60"><a href="#Redshift.Tokenizer-60"><span class="linenos">60</span></a> <span class="n">KEYWORDS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Redshift.Tokenizer-61"><a href="#Redshift.Tokenizer-61"><span class="linenos">61</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Tokenizer</span><span class="o">.</span><span class="n">KEYWORDS</span><span class="p">,</span>
</span><span id="Redshift.Tokenizer-62"><a href="#Redshift.Tokenizer-62"><span class="linenos">62</span></a> <span class="s2">&quot;HLLSKETCH&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">HLLSKETCH</span><span class="p">,</span>
</span><span id="Redshift.Tokenizer-63"><a href="#Redshift.Tokenizer-63"><span class="linenos">63</span></a> <span class="s2">&quot;SUPER&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">SUPER</span><span class="p">,</span>
</span><span id="Redshift.Tokenizer-64"><a href="#Redshift.Tokenizer-64"><span class="linenos">64</span></a> <span class="s2">&quot;SYSDATE&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">CURRENT_TIMESTAMP</span><span class="p">,</span>
</span><span id="Redshift.Tokenizer-65"><a href="#Redshift.Tokenizer-65"><span class="linenos">65</span></a> <span class="s2">&quot;TIME&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">TIMESTAMP</span><span class="p">,</span>
</span><span id="Redshift.Tokenizer-66"><a href="#Redshift.Tokenizer-66"><span class="linenos">66</span></a> <span class="s2">&quot;TIMETZ&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">TIMESTAMPTZ</span><span class="p">,</span>
</span><span id="Redshift.Tokenizer-67"><a href="#Redshift.Tokenizer-67"><span class="linenos">67</span></a> <span class="s2">&quot;TOP&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">TOP</span><span class="p">,</span>
</span><span id="Redshift.Tokenizer-68"><a href="#Redshift.Tokenizer-68"><span class="linenos">68</span></a> <span class="s2">&quot;UNLOAD&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">COMMAND</span><span class="p">,</span>
</span><span id="Redshift.Tokenizer-69"><a href="#Redshift.Tokenizer-69"><span class="linenos">69</span></a> <span class="s2">&quot;VARBYTE&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">VARBINARY</span><span class="p">,</span>
</span><span id="Redshift.Tokenizer-70"><a href="#Redshift.Tokenizer-70"><span class="linenos">70</span></a> <span class="p">}</span>
</span><span id="Redshift.Tokenizer-71"><a href="#Redshift.Tokenizer-71"><span class="linenos">71</span></a>
</span><span id="Redshift.Tokenizer-72"><a href="#Redshift.Tokenizer-72"><span class="linenos">72</span></a> <span class="c1"># Redshift allows # to appear as a table identifier prefix</span>
</span><span id="Redshift.Tokenizer-73"><a href="#Redshift.Tokenizer-73"><span class="linenos">73</span></a> <span class="n">SINGLE_TOKENS</span> <span class="o">=</span> <span class="n">Postgres</span><span class="o">.</span><span class="n">Tokenizer</span><span class="o">.</span><span class="n">SINGLE_TOKENS</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
</span><span id="Redshift.Tokenizer-74"><a href="#Redshift.Tokenizer-74"><span class="linenos">74</span></a> <span class="n">SINGLE_TOKENS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="s2">&quot;#&quot;</span><span class="p">)</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="Redshift.Tokenizer-57"><a href="#Redshift.Tokenizer-57"><span class="linenos">57</span></a> <span class="k">class</span> <span class="nc">Tokenizer</span><span class="p">(</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Tokenizer</span><span class="p">):</span>
</span><span id="Redshift.Tokenizer-58"><a href="#Redshift.Tokenizer-58"><span class="linenos">58</span></a> <span class="n">BIT_STRINGS</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="Redshift.Tokenizer-59"><a href="#Redshift.Tokenizer-59"><span class="linenos">59</span></a> <span class="n">HEX_STRINGS</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="Redshift.Tokenizer-60"><a href="#Redshift.Tokenizer-60"><span class="linenos">60</span></a> <span class="n">STRING_ESCAPES</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;</span><span class="se">\\</span><span class="s2">&quot;</span><span class="p">]</span>
</span><span id="Redshift.Tokenizer-61"><a href="#Redshift.Tokenizer-61"><span class="linenos">61</span></a>
</span><span id="Redshift.Tokenizer-62"><a href="#Redshift.Tokenizer-62"><span class="linenos">62</span></a> <span class="n">KEYWORDS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Redshift.Tokenizer-63"><a href="#Redshift.Tokenizer-63"><span class="linenos">63</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Tokenizer</span><span class="o">.</span><span class="n">KEYWORDS</span><span class="p">,</span>
</span><span id="Redshift.Tokenizer-64"><a href="#Redshift.Tokenizer-64"><span class="linenos">64</span></a> <span class="s2">&quot;HLLSKETCH&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">HLLSKETCH</span><span class="p">,</span>
</span><span id="Redshift.Tokenizer-65"><a href="#Redshift.Tokenizer-65"><span class="linenos">65</span></a> <span class="s2">&quot;SUPER&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">SUPER</span><span class="p">,</span>
</span><span id="Redshift.Tokenizer-66"><a href="#Redshift.Tokenizer-66"><span class="linenos">66</span></a> <span class="s2">&quot;SYSDATE&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">CURRENT_TIMESTAMP</span><span class="p">,</span>
</span><span id="Redshift.Tokenizer-67"><a href="#Redshift.Tokenizer-67"><span class="linenos">67</span></a> <span class="s2">&quot;TIME&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">TIMESTAMP</span><span class="p">,</span>
</span><span id="Redshift.Tokenizer-68"><a href="#Redshift.Tokenizer-68"><span class="linenos">68</span></a> <span class="s2">&quot;TIMETZ&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">TIMESTAMPTZ</span><span class="p">,</span>
</span><span id="Redshift.Tokenizer-69"><a href="#Redshift.Tokenizer-69"><span class="linenos">69</span></a> <span class="s2">&quot;TOP&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">TOP</span><span class="p">,</span>
</span><span id="Redshift.Tokenizer-70"><a href="#Redshift.Tokenizer-70"><span class="linenos">70</span></a> <span class="s2">&quot;UNLOAD&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">COMMAND</span><span class="p">,</span>
</span><span id="Redshift.Tokenizer-71"><a href="#Redshift.Tokenizer-71"><span class="linenos">71</span></a> <span class="s2">&quot;VARBYTE&quot;</span><span class="p">:</span> <span class="n">TokenType</span><span class="o">.</span><span class="n">VARBINARY</span><span class="p">,</span>
</span><span id="Redshift.Tokenizer-72"><a href="#Redshift.Tokenizer-72"><span class="linenos">72</span></a> <span class="p">}</span>
</span><span id="Redshift.Tokenizer-73"><a href="#Redshift.Tokenizer-73"><span class="linenos">73</span></a>
</span><span id="Redshift.Tokenizer-74"><a href="#Redshift.Tokenizer-74"><span class="linenos">74</span></a> <span class="c1"># Redshift allows # to appear as a table identifier prefix</span>
</span><span id="Redshift.Tokenizer-75"><a href="#Redshift.Tokenizer-75"><span class="linenos">75</span></a> <span class="n">SINGLE_TOKENS</span> <span class="o">=</span> <span class="n">Postgres</span><span class="o">.</span><span class="n">Tokenizer</span><span class="o">.</span><span class="n">SINGLE_TOKENS</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
</span><span id="Redshift.Tokenizer-76"><a href="#Redshift.Tokenizer-76"><span class="linenos">76</span></a> <span class="n">SINGLE_TOKENS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="s2">&quot;#&quot;</span><span class="p">)</span>
</span></pre></div>
@ -592,101 +598,101 @@ Default: "nulls_are_small"</li>
</div>
<a class="headerlink" href="#Redshift.Generator"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="Redshift.Generator-76"><a href="#Redshift.Generator-76"><span class="linenos"> 76</span></a> <span class="k">class</span> <span class="nc">Generator</span><span class="p">(</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="p">):</span>
</span><span id="Redshift.Generator-77"><a href="#Redshift.Generator-77"><span class="linenos"> 77</span></a> <span class="n">LOCKING_READS_SUPPORTED</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="Redshift.Generator-78"><a href="#Redshift.Generator-78"><span class="linenos"> 78</span></a> <span class="n">RENAME_TABLE_WITH_DB</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="Redshift.Generator-79"><a href="#Redshift.Generator-79"><span class="linenos"> 79</span></a>
</span><span id="Redshift.Generator-80"><a href="#Redshift.Generator-80"><span class="linenos"> 80</span></a> <span class="n">TYPE_MAPPING</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Redshift.Generator-81"><a href="#Redshift.Generator-81"><span class="linenos"> 81</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TYPE_MAPPING</span><span class="p">,</span>
</span><span id="Redshift.Generator-82"><a href="#Redshift.Generator-82"><span class="linenos"> 82</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">BINARY</span><span class="p">:</span> <span class="s2">&quot;VARBYTE&quot;</span><span class="p">,</span>
</span><span id="Redshift.Generator-83"><a href="#Redshift.Generator-83"><span class="linenos"> 83</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">VARBINARY</span><span class="p">:</span> <span class="s2">&quot;VARBYTE&quot;</span><span class="p">,</span>
</span><span id="Redshift.Generator-84"><a href="#Redshift.Generator-84"><span class="linenos"> 84</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">INT</span><span class="p">:</span> <span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
</span><span id="Redshift.Generator-85"><a href="#Redshift.Generator-85"><span class="linenos"> 85</span></a> <span class="p">}</span>
</span><span id="Redshift.Generator-86"><a href="#Redshift.Generator-86"><span class="linenos"> 86</span></a>
</span><span id="Redshift.Generator-87"><a href="#Redshift.Generator-87"><span class="linenos"> 87</span></a> <span class="n">PROPERTIES_LOCATION</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Redshift.Generator-88"><a href="#Redshift.Generator-88"><span class="linenos"> 88</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">PROPERTIES_LOCATION</span><span class="p">,</span>
</span><span id="Redshift.Generator-89"><a href="#Redshift.Generator-89"><span class="linenos"> 89</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">LikeProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">POST_WITH</span><span class="p">,</span>
</span><span id="Redshift.Generator-90"><a href="#Redshift.Generator-90"><span class="linenos"> 90</span></a> <span class="p">}</span>
</span><span id="Redshift.Generator-91"><a href="#Redshift.Generator-91"><span class="linenos"> 91</span></a>
</span><span id="Redshift.Generator-92"><a href="#Redshift.Generator-92"><span class="linenos"> 92</span></a> <span class="n">TRANSFORMS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Redshift.Generator-93"><a href="#Redshift.Generator-93"><span class="linenos"> 93</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TRANSFORMS</span><span class="p">,</span>
</span><span id="Redshift.Generator-94"><a href="#Redshift.Generator-94"><span class="linenos"> 94</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">CurrentTimestamp</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="s2">&quot;SYSDATE&quot;</span><span class="p">,</span>
</span><span id="Redshift.Generator-95"><a href="#Redshift.Generator-95"><span class="linenos"> 95</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateAdd</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span>
</span><span id="Redshift.Generator-96"><a href="#Redshift.Generator-96"><span class="linenos"> 96</span></a> <span class="s2">&quot;DATEADD&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="s2">&quot;day&quot;</span><span class="p">),</span> <span class="n">e</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span>
</span><span id="Redshift.Generator-97"><a href="#Redshift.Generator-97"><span class="linenos"> 97</span></a> <span class="p">),</span>
</span><span id="Redshift.Generator-98"><a href="#Redshift.Generator-98"><span class="linenos"> 98</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateDiff</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span>
</span><span id="Redshift.Generator-99"><a href="#Redshift.Generator-99"><span class="linenos"> 99</span></a> <span class="s2">&quot;DATEDIFF&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="s2">&quot;day&quot;</span><span class="p">),</span> <span class="n">e</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span>
</span><span id="Redshift.Generator-100"><a href="#Redshift.Generator-100"><span class="linenos">100</span></a> <span class="p">),</span>
</span><span id="Redshift.Generator-101"><a href="#Redshift.Generator-101"><span class="linenos">101</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DistKeyProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;DISTKEY(</span><span class="si">{</span><span class="n">e</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="Redshift.Generator-102"><a href="#Redshift.Generator-102"><span class="linenos">102</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DistStyleProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">naked_property</span><span class="p">(</span><span class="n">e</span><span class="p">),</span>
</span><span id="Redshift.Generator-103"><a href="#Redshift.Generator-103"><span class="linenos">103</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">JSONExtract</span><span class="p">:</span> <span class="n">_json_sql</span><span class="p">,</span>
</span><span id="Redshift.Generator-104"><a href="#Redshift.Generator-104"><span class="linenos">104</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">JSONExtractScalar</span><span class="p">:</span> <span class="n">_json_sql</span><span class="p">,</span>
</span><span id="Redshift.Generator-105"><a href="#Redshift.Generator-105"><span class="linenos">105</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">([</span><span class="n">transforms</span><span class="o">.</span><span class="n">eliminate_distinct_on</span><span class="p">]),</span>
</span><span id="Redshift.Generator-106"><a href="#Redshift.Generator-106"><span class="linenos">106</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">SortKeyProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="s1">&#39;COMPOUND &#39;</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="n">e</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s1">&#39;compound&#39;</span><span class="p">]</span><span class="w"> </span><span class="k">else</span><span class="w"> </span><span class="s1">&#39;&#39;</span><span class="si">}</span><span class="s2">SORTKEY(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">format_args</span><span class="p">(</span><span class="o">*</span><span class="n">e</span><span class="o">.</span><span class="n">this</span><span class="p">)</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="Redshift.Generator-107"><a href="#Redshift.Generator-107"><span class="linenos">107</span></a> <span class="p">}</span>
</span><span id="Redshift.Generator-108"><a href="#Redshift.Generator-108"><span class="linenos">108</span></a>
</span><span id="Redshift.Generator-109"><a href="#Redshift.Generator-109"><span class="linenos">109</span></a> <span class="c1"># Postgres maps exp.Pivot to no_pivot_sql, but Redshift support pivots</span>
</span><span id="Redshift.Generator-110"><a href="#Redshift.Generator-110"><span class="linenos">110</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Pivot</span><span class="p">)</span>
</span><span id="Redshift.Generator-111"><a href="#Redshift.Generator-111"><span class="linenos">111</span></a>
</span><span id="Redshift.Generator-112"><a href="#Redshift.Generator-112"><span class="linenos">112</span></a> <span class="c1"># Redshift uses the POW | POWER (expr1, expr2) syntax instead of expr1 ^ expr2 (postgres)</span>
</span><span id="Redshift.Generator-113"><a href="#Redshift.Generator-113"><span class="linenos">113</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Pow</span><span class="p">)</span>
</span><span id="Redshift.Generator-114"><a href="#Redshift.Generator-114"><span class="linenos">114</span></a>
</span><span id="Redshift.Generator-115"><a href="#Redshift.Generator-115"><span class="linenos">115</span></a> <span class="n">RESERVED_KEYWORDS</span> <span class="o">=</span> <span class="p">{</span><span class="o">*</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">RESERVED_KEYWORDS</span><span class="p">,</span> <span class="s2">&quot;snapshot&quot;</span><span class="p">,</span> <span class="s2">&quot;type&quot;</span><span class="p">}</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="Redshift.Generator-78"><a href="#Redshift.Generator-78"><span class="linenos"> 78</span></a> <span class="k">class</span> <span class="nc">Generator</span><span class="p">(</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="p">):</span>
</span><span id="Redshift.Generator-79"><a href="#Redshift.Generator-79"><span class="linenos"> 79</span></a> <span class="n">LOCKING_READS_SUPPORTED</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="Redshift.Generator-80"><a href="#Redshift.Generator-80"><span class="linenos"> 80</span></a> <span class="n">RENAME_TABLE_WITH_DB</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="Redshift.Generator-81"><a href="#Redshift.Generator-81"><span class="linenos"> 81</span></a>
</span><span id="Redshift.Generator-82"><a href="#Redshift.Generator-82"><span class="linenos"> 82</span></a> <span class="n">TYPE_MAPPING</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Redshift.Generator-83"><a href="#Redshift.Generator-83"><span class="linenos"> 83</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TYPE_MAPPING</span><span class="p">,</span>
</span><span id="Redshift.Generator-84"><a href="#Redshift.Generator-84"><span class="linenos"> 84</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">BINARY</span><span class="p">:</span> <span class="s2">&quot;VARBYTE&quot;</span><span class="p">,</span>
</span><span id="Redshift.Generator-85"><a href="#Redshift.Generator-85"><span class="linenos"> 85</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">VARBINARY</span><span class="p">:</span> <span class="s2">&quot;VARBYTE&quot;</span><span class="p">,</span>
</span><span id="Redshift.Generator-86"><a href="#Redshift.Generator-86"><span class="linenos"> 86</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">INT</span><span class="p">:</span> <span class="s2">&quot;INTEGER&quot;</span><span class="p">,</span>
</span><span id="Redshift.Generator-87"><a href="#Redshift.Generator-87"><span class="linenos"> 87</span></a> <span class="p">}</span>
</span><span id="Redshift.Generator-88"><a href="#Redshift.Generator-88"><span class="linenos"> 88</span></a>
</span><span id="Redshift.Generator-89"><a href="#Redshift.Generator-89"><span class="linenos"> 89</span></a> <span class="n">PROPERTIES_LOCATION</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Redshift.Generator-90"><a href="#Redshift.Generator-90"><span class="linenos"> 90</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">PROPERTIES_LOCATION</span><span class="p">,</span>
</span><span id="Redshift.Generator-91"><a href="#Redshift.Generator-91"><span class="linenos"> 91</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">LikeProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">POST_WITH</span><span class="p">,</span>
</span><span id="Redshift.Generator-92"><a href="#Redshift.Generator-92"><span class="linenos"> 92</span></a> <span class="p">}</span>
</span><span id="Redshift.Generator-93"><a href="#Redshift.Generator-93"><span class="linenos"> 93</span></a>
</span><span id="Redshift.Generator-94"><a href="#Redshift.Generator-94"><span class="linenos"> 94</span></a> <span class="n">TRANSFORMS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Redshift.Generator-95"><a href="#Redshift.Generator-95"><span class="linenos"> 95</span></a> <span class="o">**</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TRANSFORMS</span><span class="p">,</span>
</span><span id="Redshift.Generator-96"><a href="#Redshift.Generator-96"><span class="linenos"> 96</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">CurrentTimestamp</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="s2">&quot;SYSDATE&quot;</span><span class="p">,</span>
</span><span id="Redshift.Generator-97"><a href="#Redshift.Generator-97"><span class="linenos"> 97</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateAdd</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span>
</span><span id="Redshift.Generator-98"><a href="#Redshift.Generator-98"><span class="linenos"> 98</span></a> <span class="s2">&quot;DATEADD&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="s2">&quot;day&quot;</span><span class="p">),</span> <span class="n">e</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span>
</span><span id="Redshift.Generator-99"><a href="#Redshift.Generator-99"><span class="linenos"> 99</span></a> <span class="p">),</span>
</span><span id="Redshift.Generator-100"><a href="#Redshift.Generator-100"><span class="linenos">100</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateDiff</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span>
</span><span id="Redshift.Generator-101"><a href="#Redshift.Generator-101"><span class="linenos">101</span></a> <span class="s2">&quot;DATEDIFF&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="s2">&quot;day&quot;</span><span class="p">),</span> <span class="n">e</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span>
</span><span id="Redshift.Generator-102"><a href="#Redshift.Generator-102"><span class="linenos">102</span></a> <span class="p">),</span>
</span><span id="Redshift.Generator-103"><a href="#Redshift.Generator-103"><span class="linenos">103</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DistKeyProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;DISTKEY(</span><span class="si">{</span><span class="n">e</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="Redshift.Generator-104"><a href="#Redshift.Generator-104"><span class="linenos">104</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DistStyleProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">naked_property</span><span class="p">(</span><span class="n">e</span><span class="p">),</span>
</span><span id="Redshift.Generator-105"><a href="#Redshift.Generator-105"><span class="linenos">105</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">JSONExtract</span><span class="p">:</span> <span class="n">_json_sql</span><span class="p">,</span>
</span><span id="Redshift.Generator-106"><a href="#Redshift.Generator-106"><span class="linenos">106</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">JSONExtractScalar</span><span class="p">:</span> <span class="n">_json_sql</span><span class="p">,</span>
</span><span id="Redshift.Generator-107"><a href="#Redshift.Generator-107"><span class="linenos">107</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">([</span><span class="n">transforms</span><span class="o">.</span><span class="n">eliminate_distinct_on</span><span class="p">]),</span>
</span><span id="Redshift.Generator-108"><a href="#Redshift.Generator-108"><span class="linenos">108</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">SortKeyProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="s1">&#39;COMPOUND &#39;</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="n">e</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s1">&#39;compound&#39;</span><span class="p">]</span><span class="w"> </span><span class="k">else</span><span class="w"> </span><span class="s1">&#39;&#39;</span><span class="si">}</span><span class="s2">SORTKEY(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">format_args</span><span class="p">(</span><span class="o">*</span><span class="n">e</span><span class="o">.</span><span class="n">this</span><span class="p">)</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="Redshift.Generator-109"><a href="#Redshift.Generator-109"><span class="linenos">109</span></a> <span class="p">}</span>
</span><span id="Redshift.Generator-110"><a href="#Redshift.Generator-110"><span class="linenos">110</span></a>
</span><span id="Redshift.Generator-111"><a href="#Redshift.Generator-111"><span class="linenos">111</span></a> <span class="c1"># Postgres maps exp.Pivot to no_pivot_sql, but Redshift support pivots</span>
</span><span id="Redshift.Generator-112"><a href="#Redshift.Generator-112"><span class="linenos">112</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Pivot</span><span class="p">)</span>
</span><span id="Redshift.Generator-113"><a href="#Redshift.Generator-113"><span class="linenos">113</span></a>
</span><span id="Redshift.Generator-114"><a href="#Redshift.Generator-114"><span class="linenos">114</span></a> <span class="c1"># Redshift uses the POW | POWER (expr1, expr2) syntax instead of expr1 ^ expr2 (postgres)</span>
</span><span id="Redshift.Generator-115"><a href="#Redshift.Generator-115"><span class="linenos">115</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Pow</span><span class="p">)</span>
</span><span id="Redshift.Generator-116"><a href="#Redshift.Generator-116"><span class="linenos">116</span></a>
</span><span id="Redshift.Generator-117"><a href="#Redshift.Generator-117"><span class="linenos">117</span></a> <span class="k">def</span> <span class="nf">values_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Values</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Redshift.Generator-118"><a href="#Redshift.Generator-118"><span class="linenos">118</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="Redshift.Generator-119"><a href="#Redshift.Generator-119"><span class="linenos">119</span></a><span class="sd"> Converts `VALUES...` expression into a series of unions.</span>
</span><span id="Redshift.Generator-120"><a href="#Redshift.Generator-120"><span class="linenos">120</span></a>
</span><span id="Redshift.Generator-121"><a href="#Redshift.Generator-121"><span class="linenos">121</span></a><span class="sd"> Note: If you have a lot of unions then this will result in a large number of recursive statements to</span>
</span><span id="Redshift.Generator-122"><a href="#Redshift.Generator-122"><span class="linenos">122</span></a><span class="sd"> evaluate the expression. You may need to increase `sys.setrecursionlimit` to run and it can also be</span>
</span><span id="Redshift.Generator-123"><a href="#Redshift.Generator-123"><span class="linenos">123</span></a><span class="sd"> very slow.</span>
</span><span id="Redshift.Generator-124"><a href="#Redshift.Generator-124"><span class="linenos">124</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="Redshift.Generator-125"><a href="#Redshift.Generator-125"><span class="linenos">125</span></a>
</span><span id="Redshift.Generator-126"><a href="#Redshift.Generator-126"><span class="linenos">126</span></a> <span class="c1"># The VALUES clause is still valid in an `INSERT INTO ..` statement, for example</span>
</span><span id="Redshift.Generator-127"><a href="#Redshift.Generator-127"><span class="linenos">127</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">expression</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span>
</span><span id="Redshift.Generator-128"><a href="#Redshift.Generator-128"><span class="linenos">128</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">values_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="Redshift.Generator-129"><a href="#Redshift.Generator-129"><span class="linenos">129</span></a>
</span><span id="Redshift.Generator-130"><a href="#Redshift.Generator-130"><span class="linenos">130</span></a> <span class="n">column_names</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">alias</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;alias&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">columns</span>
</span><span id="Redshift.Generator-117"><a href="#Redshift.Generator-117"><span class="linenos">117</span></a> <span class="n">RESERVED_KEYWORDS</span> <span class="o">=</span> <span class="p">{</span><span class="o">*</span><span class="n">Postgres</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">RESERVED_KEYWORDS</span><span class="p">,</span> <span class="s2">&quot;snapshot&quot;</span><span class="p">,</span> <span class="s2">&quot;type&quot;</span><span class="p">}</span>
</span><span id="Redshift.Generator-118"><a href="#Redshift.Generator-118"><span class="linenos">118</span></a>
</span><span id="Redshift.Generator-119"><a href="#Redshift.Generator-119"><span class="linenos">119</span></a> <span class="k">def</span> <span class="nf">values_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Values</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Redshift.Generator-120"><a href="#Redshift.Generator-120"><span class="linenos">120</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="Redshift.Generator-121"><a href="#Redshift.Generator-121"><span class="linenos">121</span></a><span class="sd"> Converts `VALUES...` expression into a series of unions.</span>
</span><span id="Redshift.Generator-122"><a href="#Redshift.Generator-122"><span class="linenos">122</span></a>
</span><span id="Redshift.Generator-123"><a href="#Redshift.Generator-123"><span class="linenos">123</span></a><span class="sd"> Note: If you have a lot of unions then this will result in a large number of recursive statements to</span>
</span><span id="Redshift.Generator-124"><a href="#Redshift.Generator-124"><span class="linenos">124</span></a><span class="sd"> evaluate the expression. You may need to increase `sys.setrecursionlimit` to run and it can also be</span>
</span><span id="Redshift.Generator-125"><a href="#Redshift.Generator-125"><span class="linenos">125</span></a><span class="sd"> very slow.</span>
</span><span id="Redshift.Generator-126"><a href="#Redshift.Generator-126"><span class="linenos">126</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="Redshift.Generator-127"><a href="#Redshift.Generator-127"><span class="linenos">127</span></a>
</span><span id="Redshift.Generator-128"><a href="#Redshift.Generator-128"><span class="linenos">128</span></a> <span class="c1"># The VALUES clause is still valid in an `INSERT INTO ..` statement, for example</span>
</span><span id="Redshift.Generator-129"><a href="#Redshift.Generator-129"><span class="linenos">129</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">expression</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span>
</span><span id="Redshift.Generator-130"><a href="#Redshift.Generator-130"><span class="linenos">130</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">values_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="Redshift.Generator-131"><a href="#Redshift.Generator-131"><span class="linenos">131</span></a>
</span><span id="Redshift.Generator-132"><a href="#Redshift.Generator-132"><span class="linenos">132</span></a> <span class="n">selects</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="Redshift.Generator-133"><a href="#Redshift.Generator-133"><span class="linenos">133</span></a> <span class="n">rows</span> <span class="o">=</span> <span class="p">[</span><span class="n">tuple_exp</span><span class="o">.</span><span class="n">expressions</span> <span class="k">for</span> <span class="n">tuple_exp</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">expressions</span><span class="p">]</span>
</span><span id="Redshift.Generator-134"><a href="#Redshift.Generator-134"><span class="linenos">134</span></a>
</span><span id="Redshift.Generator-135"><a href="#Redshift.Generator-135"><span class="linenos">135</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">row</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">rows</span><span class="p">):</span>
</span><span id="Redshift.Generator-136"><a href="#Redshift.Generator-136"><span class="linenos">136</span></a> <span class="k">if</span> <span class="n">i</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="n">column_names</span><span class="p">:</span>
</span><span id="Redshift.Generator-137"><a href="#Redshift.Generator-137"><span class="linenos">137</span></a> <span class="n">row</span> <span class="o">=</span> <span class="p">[</span>
</span><span id="Redshift.Generator-138"><a href="#Redshift.Generator-138"><span class="linenos">138</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">alias_</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="n">column_name</span><span class="p">)</span>
</span><span id="Redshift.Generator-139"><a href="#Redshift.Generator-139"><span class="linenos">139</span></a> <span class="k">for</span> <span class="n">value</span><span class="p">,</span> <span class="n">column_name</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">row</span><span class="p">,</span> <span class="n">column_names</span><span class="p">)</span>
</span><span id="Redshift.Generator-140"><a href="#Redshift.Generator-140"><span class="linenos">140</span></a> <span class="p">]</span>
</span><span id="Redshift.Generator-141"><a href="#Redshift.Generator-141"><span class="linenos">141</span></a>
</span><span id="Redshift.Generator-142"><a href="#Redshift.Generator-142"><span class="linenos">142</span></a> <span class="n">selects</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">(</span><span class="n">expressions</span><span class="o">=</span><span class="n">row</span><span class="p">))</span>
</span><span id="Redshift.Generator-132"><a href="#Redshift.Generator-132"><span class="linenos">132</span></a> <span class="n">column_names</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">alias</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;alias&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">columns</span>
</span><span id="Redshift.Generator-133"><a href="#Redshift.Generator-133"><span class="linenos">133</span></a>
</span><span id="Redshift.Generator-134"><a href="#Redshift.Generator-134"><span class="linenos">134</span></a> <span class="n">selects</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="Redshift.Generator-135"><a href="#Redshift.Generator-135"><span class="linenos">135</span></a> <span class="n">rows</span> <span class="o">=</span> <span class="p">[</span><span class="n">tuple_exp</span><span class="o">.</span><span class="n">expressions</span> <span class="k">for</span> <span class="n">tuple_exp</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">expressions</span><span class="p">]</span>
</span><span id="Redshift.Generator-136"><a href="#Redshift.Generator-136"><span class="linenos">136</span></a>
</span><span id="Redshift.Generator-137"><a href="#Redshift.Generator-137"><span class="linenos">137</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">row</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">rows</span><span class="p">):</span>
</span><span id="Redshift.Generator-138"><a href="#Redshift.Generator-138"><span class="linenos">138</span></a> <span class="k">if</span> <span class="n">i</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="n">column_names</span><span class="p">:</span>
</span><span id="Redshift.Generator-139"><a href="#Redshift.Generator-139"><span class="linenos">139</span></a> <span class="n">row</span> <span class="o">=</span> <span class="p">[</span>
</span><span id="Redshift.Generator-140"><a href="#Redshift.Generator-140"><span class="linenos">140</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">alias_</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="n">column_name</span><span class="p">)</span>
</span><span id="Redshift.Generator-141"><a href="#Redshift.Generator-141"><span class="linenos">141</span></a> <span class="k">for</span> <span class="n">value</span><span class="p">,</span> <span class="n">column_name</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">row</span><span class="p">,</span> <span class="n">column_names</span><span class="p">)</span>
</span><span id="Redshift.Generator-142"><a href="#Redshift.Generator-142"><span class="linenos">142</span></a> <span class="p">]</span>
</span><span id="Redshift.Generator-143"><a href="#Redshift.Generator-143"><span class="linenos">143</span></a>
</span><span id="Redshift.Generator-144"><a href="#Redshift.Generator-144"><span class="linenos">144</span></a> <span class="n">subquery_expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span> <span class="o">|</span> <span class="n">exp</span><span class="o">.</span><span class="n">Union</span> <span class="o">=</span> <span class="n">selects</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
</span><span id="Redshift.Generator-145"><a href="#Redshift.Generator-145"><span class="linenos">145</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">selects</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
</span><span id="Redshift.Generator-146"><a href="#Redshift.Generator-146"><span class="linenos">146</span></a> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">selects</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
</span><span id="Redshift.Generator-147"><a href="#Redshift.Generator-147"><span class="linenos">147</span></a> <span class="n">subquery_expression</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">union</span><span class="p">(</span><span class="n">subquery_expression</span><span class="p">,</span> <span class="n">select</span><span class="p">,</span> <span class="n">distinct</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
</span><span id="Redshift.Generator-148"><a href="#Redshift.Generator-148"><span class="linenos">148</span></a>
</span><span id="Redshift.Generator-149"><a href="#Redshift.Generator-149"><span class="linenos">149</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">subquery_sql</span><span class="p">(</span><span class="n">subquery_expression</span><span class="o">.</span><span class="n">subquery</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">alias</span><span class="p">))</span>
</span><span id="Redshift.Generator-144"><a href="#Redshift.Generator-144"><span class="linenos">144</span></a> <span class="n">selects</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">(</span><span class="n">expressions</span><span class="o">=</span><span class="n">row</span><span class="p">))</span>
</span><span id="Redshift.Generator-145"><a href="#Redshift.Generator-145"><span class="linenos">145</span></a>
</span><span id="Redshift.Generator-146"><a href="#Redshift.Generator-146"><span class="linenos">146</span></a> <span class="n">subquery_expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span> <span class="o">|</span> <span class="n">exp</span><span class="o">.</span><span class="n">Union</span> <span class="o">=</span> <span class="n">selects</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
</span><span id="Redshift.Generator-147"><a href="#Redshift.Generator-147"><span class="linenos">147</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">selects</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
</span><span id="Redshift.Generator-148"><a href="#Redshift.Generator-148"><span class="linenos">148</span></a> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">selects</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
</span><span id="Redshift.Generator-149"><a href="#Redshift.Generator-149"><span class="linenos">149</span></a> <span class="n">subquery_expression</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">union</span><span class="p">(</span><span class="n">subquery_expression</span><span class="p">,</span> <span class="n">select</span><span class="p">,</span> <span class="n">distinct</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
</span><span id="Redshift.Generator-150"><a href="#Redshift.Generator-150"><span class="linenos">150</span></a>
</span><span id="Redshift.Generator-151"><a href="#Redshift.Generator-151"><span class="linenos">151</span></a> <span class="k">def</span> <span class="nf">with_properties</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">properties</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Redshift.Generator-152"><a href="#Redshift.Generator-152"><span class="linenos">152</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Redshift doesn&#39;t have `WITH` as part of their with_properties so we remove it&quot;&quot;&quot;</span>
</span><span id="Redshift.Generator-153"><a href="#Redshift.Generator-153"><span class="linenos">153</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">properties</span><span class="p">(</span><span class="n">properties</span><span class="p">,</span> <span class="n">prefix</span><span class="o">=</span><span class="s2">&quot; &quot;</span><span class="p">,</span> <span class="n">suffix</span><span class="o">=</span><span class="s2">&quot;&quot;</span><span class="p">)</span>
</span><span id="Redshift.Generator-154"><a href="#Redshift.Generator-154"><span class="linenos">154</span></a>
</span><span id="Redshift.Generator-155"><a href="#Redshift.Generator-155"><span class="linenos">155</span></a> <span class="k">def</span> <span class="nf">datatype_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Redshift.Generator-156"><a href="#Redshift.Generator-156"><span class="linenos">156</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="Redshift.Generator-157"><a href="#Redshift.Generator-157"><span class="linenos">157</span></a><span class="sd"> Redshift converts the `TEXT` data type to `VARCHAR(255)` by default when people more generally mean</span>
</span><span id="Redshift.Generator-158"><a href="#Redshift.Generator-158"><span class="linenos">158</span></a><span class="sd"> VARCHAR of max length which is `VARCHAR(max)` in Redshift. Therefore if we get a `TEXT` data type</span>
</span><span id="Redshift.Generator-159"><a href="#Redshift.Generator-159"><span class="linenos">159</span></a><span class="sd"> without precision we convert it to `VARCHAR(max)` and if it does have precision then we just convert</span>
</span><span id="Redshift.Generator-160"><a href="#Redshift.Generator-160"><span class="linenos">160</span></a><span class="sd"> `TEXT` to `VARCHAR`.</span>
</span><span id="Redshift.Generator-161"><a href="#Redshift.Generator-161"><span class="linenos">161</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="Redshift.Generator-162"><a href="#Redshift.Generator-162"><span class="linenos">162</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">TEXT</span><span class="p">:</span>
</span><span id="Redshift.Generator-163"><a href="#Redshift.Generator-163"><span class="linenos">163</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
</span><span id="Redshift.Generator-164"><a href="#Redshift.Generator-164"><span class="linenos">164</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;this&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">VARCHAR</span><span class="p">)</span>
</span><span id="Redshift.Generator-165"><a href="#Redshift.Generator-165"><span class="linenos">165</span></a> <span class="n">precision</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">)</span>
</span><span id="Redshift.Generator-166"><a href="#Redshift.Generator-166"><span class="linenos">166</span></a>
</span><span id="Redshift.Generator-167"><a href="#Redshift.Generator-167"><span class="linenos">167</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">precision</span><span class="p">:</span>
</span><span id="Redshift.Generator-168"><a href="#Redshift.Generator-168"><span class="linenos">168</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Var</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="s2">&quot;MAX&quot;</span><span class="p">))</span>
</span><span id="Redshift.Generator-169"><a href="#Redshift.Generator-169"><span class="linenos">169</span></a>
</span><span id="Redshift.Generator-170"><a href="#Redshift.Generator-170"><span class="linenos">170</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">datatype_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="Redshift.Generator-151"><a href="#Redshift.Generator-151"><span class="linenos">151</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">subquery_sql</span><span class="p">(</span><span class="n">subquery_expression</span><span class="o">.</span><span class="n">subquery</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">alias</span><span class="p">))</span>
</span><span id="Redshift.Generator-152"><a href="#Redshift.Generator-152"><span class="linenos">152</span></a>
</span><span id="Redshift.Generator-153"><a href="#Redshift.Generator-153"><span class="linenos">153</span></a> <span class="k">def</span> <span class="nf">with_properties</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">properties</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Redshift.Generator-154"><a href="#Redshift.Generator-154"><span class="linenos">154</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Redshift doesn&#39;t have `WITH` as part of their with_properties so we remove it&quot;&quot;&quot;</span>
</span><span id="Redshift.Generator-155"><a href="#Redshift.Generator-155"><span class="linenos">155</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">properties</span><span class="p">(</span><span class="n">properties</span><span class="p">,</span> <span class="n">prefix</span><span class="o">=</span><span class="s2">&quot; &quot;</span><span class="p">,</span> <span class="n">suffix</span><span class="o">=</span><span class="s2">&quot;&quot;</span><span class="p">)</span>
</span><span id="Redshift.Generator-156"><a href="#Redshift.Generator-156"><span class="linenos">156</span></a>
</span><span id="Redshift.Generator-157"><a href="#Redshift.Generator-157"><span class="linenos">157</span></a> <span class="k">def</span> <span class="nf">datatype_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Redshift.Generator-158"><a href="#Redshift.Generator-158"><span class="linenos">158</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="Redshift.Generator-159"><a href="#Redshift.Generator-159"><span class="linenos">159</span></a><span class="sd"> Redshift converts the `TEXT` data type to `VARCHAR(255)` by default when people more generally mean</span>
</span><span id="Redshift.Generator-160"><a href="#Redshift.Generator-160"><span class="linenos">160</span></a><span class="sd"> VARCHAR of max length which is `VARCHAR(max)` in Redshift. Therefore if we get a `TEXT` data type</span>
</span><span id="Redshift.Generator-161"><a href="#Redshift.Generator-161"><span class="linenos">161</span></a><span class="sd"> without precision we convert it to `VARCHAR(max)` and if it does have precision then we just convert</span>
</span><span id="Redshift.Generator-162"><a href="#Redshift.Generator-162"><span class="linenos">162</span></a><span class="sd"> `TEXT` to `VARCHAR`.</span>
</span><span id="Redshift.Generator-163"><a href="#Redshift.Generator-163"><span class="linenos">163</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="Redshift.Generator-164"><a href="#Redshift.Generator-164"><span class="linenos">164</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;text&quot;</span><span class="p">):</span>
</span><span id="Redshift.Generator-165"><a href="#Redshift.Generator-165"><span class="linenos">165</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
</span><span id="Redshift.Generator-166"><a href="#Redshift.Generator-166"><span class="linenos">166</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;this&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">VARCHAR</span><span class="p">)</span>
</span><span id="Redshift.Generator-167"><a href="#Redshift.Generator-167"><span class="linenos">167</span></a> <span class="n">precision</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">)</span>
</span><span id="Redshift.Generator-168"><a href="#Redshift.Generator-168"><span class="linenos">168</span></a>
</span><span id="Redshift.Generator-169"><a href="#Redshift.Generator-169"><span class="linenos">169</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">precision</span><span class="p">:</span>
</span><span id="Redshift.Generator-170"><a href="#Redshift.Generator-170"><span class="linenos">170</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Var</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="s2">&quot;MAX&quot;</span><span class="p">))</span>
</span><span id="Redshift.Generator-171"><a href="#Redshift.Generator-171"><span class="linenos">171</span></a>
</span><span id="Redshift.Generator-172"><a href="#Redshift.Generator-172"><span class="linenos">172</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">datatype_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span></pre></div>
@ -722,6 +728,8 @@ represents a python time format and the output the target time format</li>
Default: "upper"</li>
<li><strong>alias_post_tablesample (bool):</strong> if the table alias comes after tablesample
Default: False</li>
<li><strong>identifiers_can_start_with_digit (bool):</strong> if an unquoted identifier can start with digit
Default: False</li>
<li><strong>unsupported_level (ErrorLevel):</strong> determines the generator's behavior when it encounters
unsupported expressions. Default ErrorLevel.WARN.</li>
<li><strong>null_ordering (str):</strong> Indicates the default null ordering method to use if not explicitly set.
@ -753,39 +761,39 @@ Default: True</li>
</div>
<a class="headerlink" href="#Redshift.Generator.values_sql"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="Redshift.Generator.values_sql-117"><a href="#Redshift.Generator.values_sql-117"><span class="linenos">117</span></a> <span class="k">def</span> <span class="nf">values_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Values</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Redshift.Generator.values_sql-118"><a href="#Redshift.Generator.values_sql-118"><span class="linenos">118</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="Redshift.Generator.values_sql-119"><a href="#Redshift.Generator.values_sql-119"><span class="linenos">119</span></a><span class="sd"> Converts `VALUES...` expression into a series of unions.</span>
</span><span id="Redshift.Generator.values_sql-120"><a href="#Redshift.Generator.values_sql-120"><span class="linenos">120</span></a>
</span><span id="Redshift.Generator.values_sql-121"><a href="#Redshift.Generator.values_sql-121"><span class="linenos">121</span></a><span class="sd"> Note: If you have a lot of unions then this will result in a large number of recursive statements to</span>
</span><span id="Redshift.Generator.values_sql-122"><a href="#Redshift.Generator.values_sql-122"><span class="linenos">122</span></a><span class="sd"> evaluate the expression. You may need to increase `sys.setrecursionlimit` to run and it can also be</span>
</span><span id="Redshift.Generator.values_sql-123"><a href="#Redshift.Generator.values_sql-123"><span class="linenos">123</span></a><span class="sd"> very slow.</span>
</span><span id="Redshift.Generator.values_sql-124"><a href="#Redshift.Generator.values_sql-124"><span class="linenos">124</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="Redshift.Generator.values_sql-125"><a href="#Redshift.Generator.values_sql-125"><span class="linenos">125</span></a>
</span><span id="Redshift.Generator.values_sql-126"><a href="#Redshift.Generator.values_sql-126"><span class="linenos">126</span></a> <span class="c1"># The VALUES clause is still valid in an `INSERT INTO ..` statement, for example</span>
</span><span id="Redshift.Generator.values_sql-127"><a href="#Redshift.Generator.values_sql-127"><span class="linenos">127</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">expression</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span>
</span><span id="Redshift.Generator.values_sql-128"><a href="#Redshift.Generator.values_sql-128"><span class="linenos">128</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">values_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="Redshift.Generator.values_sql-129"><a href="#Redshift.Generator.values_sql-129"><span class="linenos">129</span></a>
</span><span id="Redshift.Generator.values_sql-130"><a href="#Redshift.Generator.values_sql-130"><span class="linenos">130</span></a> <span class="n">column_names</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">alias</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;alias&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">columns</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="Redshift.Generator.values_sql-119"><a href="#Redshift.Generator.values_sql-119"><span class="linenos">119</span></a> <span class="k">def</span> <span class="nf">values_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Values</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Redshift.Generator.values_sql-120"><a href="#Redshift.Generator.values_sql-120"><span class="linenos">120</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="Redshift.Generator.values_sql-121"><a href="#Redshift.Generator.values_sql-121"><span class="linenos">121</span></a><span class="sd"> Converts `VALUES...` expression into a series of unions.</span>
</span><span id="Redshift.Generator.values_sql-122"><a href="#Redshift.Generator.values_sql-122"><span class="linenos">122</span></a>
</span><span id="Redshift.Generator.values_sql-123"><a href="#Redshift.Generator.values_sql-123"><span class="linenos">123</span></a><span class="sd"> Note: If you have a lot of unions then this will result in a large number of recursive statements to</span>
</span><span id="Redshift.Generator.values_sql-124"><a href="#Redshift.Generator.values_sql-124"><span class="linenos">124</span></a><span class="sd"> evaluate the expression. You may need to increase `sys.setrecursionlimit` to run and it can also be</span>
</span><span id="Redshift.Generator.values_sql-125"><a href="#Redshift.Generator.values_sql-125"><span class="linenos">125</span></a><span class="sd"> very slow.</span>
</span><span id="Redshift.Generator.values_sql-126"><a href="#Redshift.Generator.values_sql-126"><span class="linenos">126</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="Redshift.Generator.values_sql-127"><a href="#Redshift.Generator.values_sql-127"><span class="linenos">127</span></a>
</span><span id="Redshift.Generator.values_sql-128"><a href="#Redshift.Generator.values_sql-128"><span class="linenos">128</span></a> <span class="c1"># The VALUES clause is still valid in an `INSERT INTO ..` statement, for example</span>
</span><span id="Redshift.Generator.values_sql-129"><a href="#Redshift.Generator.values_sql-129"><span class="linenos">129</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">expression</span><span class="o">.</span><span class="n">find_ancestor</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Join</span><span class="p">):</span>
</span><span id="Redshift.Generator.values_sql-130"><a href="#Redshift.Generator.values_sql-130"><span class="linenos">130</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">values_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="Redshift.Generator.values_sql-131"><a href="#Redshift.Generator.values_sql-131"><span class="linenos">131</span></a>
</span><span id="Redshift.Generator.values_sql-132"><a href="#Redshift.Generator.values_sql-132"><span class="linenos">132</span></a> <span class="n">selects</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="Redshift.Generator.values_sql-133"><a href="#Redshift.Generator.values_sql-133"><span class="linenos">133</span></a> <span class="n">rows</span> <span class="o">=</span> <span class="p">[</span><span class="n">tuple_exp</span><span class="o">.</span><span class="n">expressions</span> <span class="k">for</span> <span class="n">tuple_exp</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">expressions</span><span class="p">]</span>
</span><span id="Redshift.Generator.values_sql-134"><a href="#Redshift.Generator.values_sql-134"><span class="linenos">134</span></a>
</span><span id="Redshift.Generator.values_sql-135"><a href="#Redshift.Generator.values_sql-135"><span class="linenos">135</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">row</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">rows</span><span class="p">):</span>
</span><span id="Redshift.Generator.values_sql-136"><a href="#Redshift.Generator.values_sql-136"><span class="linenos">136</span></a> <span class="k">if</span> <span class="n">i</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="n">column_names</span><span class="p">:</span>
</span><span id="Redshift.Generator.values_sql-137"><a href="#Redshift.Generator.values_sql-137"><span class="linenos">137</span></a> <span class="n">row</span> <span class="o">=</span> <span class="p">[</span>
</span><span id="Redshift.Generator.values_sql-138"><a href="#Redshift.Generator.values_sql-138"><span class="linenos">138</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">alias_</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="n">column_name</span><span class="p">)</span>
</span><span id="Redshift.Generator.values_sql-139"><a href="#Redshift.Generator.values_sql-139"><span class="linenos">139</span></a> <span class="k">for</span> <span class="n">value</span><span class="p">,</span> <span class="n">column_name</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">row</span><span class="p">,</span> <span class="n">column_names</span><span class="p">)</span>
</span><span id="Redshift.Generator.values_sql-140"><a href="#Redshift.Generator.values_sql-140"><span class="linenos">140</span></a> <span class="p">]</span>
</span><span id="Redshift.Generator.values_sql-141"><a href="#Redshift.Generator.values_sql-141"><span class="linenos">141</span></a>
</span><span id="Redshift.Generator.values_sql-142"><a href="#Redshift.Generator.values_sql-142"><span class="linenos">142</span></a> <span class="n">selects</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">(</span><span class="n">expressions</span><span class="o">=</span><span class="n">row</span><span class="p">))</span>
</span><span id="Redshift.Generator.values_sql-132"><a href="#Redshift.Generator.values_sql-132"><span class="linenos">132</span></a> <span class="n">column_names</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">alias</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;alias&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">columns</span>
</span><span id="Redshift.Generator.values_sql-133"><a href="#Redshift.Generator.values_sql-133"><span class="linenos">133</span></a>
</span><span id="Redshift.Generator.values_sql-134"><a href="#Redshift.Generator.values_sql-134"><span class="linenos">134</span></a> <span class="n">selects</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="Redshift.Generator.values_sql-135"><a href="#Redshift.Generator.values_sql-135"><span class="linenos">135</span></a> <span class="n">rows</span> <span class="o">=</span> <span class="p">[</span><span class="n">tuple_exp</span><span class="o">.</span><span class="n">expressions</span> <span class="k">for</span> <span class="n">tuple_exp</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">expressions</span><span class="p">]</span>
</span><span id="Redshift.Generator.values_sql-136"><a href="#Redshift.Generator.values_sql-136"><span class="linenos">136</span></a>
</span><span id="Redshift.Generator.values_sql-137"><a href="#Redshift.Generator.values_sql-137"><span class="linenos">137</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">row</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">rows</span><span class="p">):</span>
</span><span id="Redshift.Generator.values_sql-138"><a href="#Redshift.Generator.values_sql-138"><span class="linenos">138</span></a> <span class="k">if</span> <span class="n">i</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="n">column_names</span><span class="p">:</span>
</span><span id="Redshift.Generator.values_sql-139"><a href="#Redshift.Generator.values_sql-139"><span class="linenos">139</span></a> <span class="n">row</span> <span class="o">=</span> <span class="p">[</span>
</span><span id="Redshift.Generator.values_sql-140"><a href="#Redshift.Generator.values_sql-140"><span class="linenos">140</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">alias_</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="n">column_name</span><span class="p">)</span>
</span><span id="Redshift.Generator.values_sql-141"><a href="#Redshift.Generator.values_sql-141"><span class="linenos">141</span></a> <span class="k">for</span> <span class="n">value</span><span class="p">,</span> <span class="n">column_name</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">row</span><span class="p">,</span> <span class="n">column_names</span><span class="p">)</span>
</span><span id="Redshift.Generator.values_sql-142"><a href="#Redshift.Generator.values_sql-142"><span class="linenos">142</span></a> <span class="p">]</span>
</span><span id="Redshift.Generator.values_sql-143"><a href="#Redshift.Generator.values_sql-143"><span class="linenos">143</span></a>
</span><span id="Redshift.Generator.values_sql-144"><a href="#Redshift.Generator.values_sql-144"><span class="linenos">144</span></a> <span class="n">subquery_expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span> <span class="o">|</span> <span class="n">exp</span><span class="o">.</span><span class="n">Union</span> <span class="o">=</span> <span class="n">selects</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
</span><span id="Redshift.Generator.values_sql-145"><a href="#Redshift.Generator.values_sql-145"><span class="linenos">145</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">selects</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
</span><span id="Redshift.Generator.values_sql-146"><a href="#Redshift.Generator.values_sql-146"><span class="linenos">146</span></a> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">selects</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
</span><span id="Redshift.Generator.values_sql-147"><a href="#Redshift.Generator.values_sql-147"><span class="linenos">147</span></a> <span class="n">subquery_expression</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">union</span><span class="p">(</span><span class="n">subquery_expression</span><span class="p">,</span> <span class="n">select</span><span class="p">,</span> <span class="n">distinct</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
</span><span id="Redshift.Generator.values_sql-148"><a href="#Redshift.Generator.values_sql-148"><span class="linenos">148</span></a>
</span><span id="Redshift.Generator.values_sql-149"><a href="#Redshift.Generator.values_sql-149"><span class="linenos">149</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">subquery_sql</span><span class="p">(</span><span class="n">subquery_expression</span><span class="o">.</span><span class="n">subquery</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">alias</span><span class="p">))</span>
</span><span id="Redshift.Generator.values_sql-144"><a href="#Redshift.Generator.values_sql-144"><span class="linenos">144</span></a> <span class="n">selects</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Select</span><span class="p">(</span><span class="n">expressions</span><span class="o">=</span><span class="n">row</span><span class="p">))</span>
</span><span id="Redshift.Generator.values_sql-145"><a href="#Redshift.Generator.values_sql-145"><span class="linenos">145</span></a>
</span><span id="Redshift.Generator.values_sql-146"><a href="#Redshift.Generator.values_sql-146"><span class="linenos">146</span></a> <span class="n">subquery_expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Select</span> <span class="o">|</span> <span class="n">exp</span><span class="o">.</span><span class="n">Union</span> <span class="o">=</span> <span class="n">selects</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
</span><span id="Redshift.Generator.values_sql-147"><a href="#Redshift.Generator.values_sql-147"><span class="linenos">147</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">selects</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
</span><span id="Redshift.Generator.values_sql-148"><a href="#Redshift.Generator.values_sql-148"><span class="linenos">148</span></a> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">selects</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
</span><span id="Redshift.Generator.values_sql-149"><a href="#Redshift.Generator.values_sql-149"><span class="linenos">149</span></a> <span class="n">subquery_expression</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">union</span><span class="p">(</span><span class="n">subquery_expression</span><span class="p">,</span> <span class="n">select</span><span class="p">,</span> <span class="n">distinct</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
</span><span id="Redshift.Generator.values_sql-150"><a href="#Redshift.Generator.values_sql-150"><span class="linenos">150</span></a>
</span><span id="Redshift.Generator.values_sql-151"><a href="#Redshift.Generator.values_sql-151"><span class="linenos">151</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">subquery_sql</span><span class="p">(</span><span class="n">subquery_expression</span><span class="o">.</span><span class="n">subquery</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">alias</span><span class="p">))</span>
</span></pre></div>
@ -809,9 +817,9 @@ very slow.</p>
</div>
<a class="headerlink" href="#Redshift.Generator.with_properties"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="Redshift.Generator.with_properties-151"><a href="#Redshift.Generator.with_properties-151"><span class="linenos">151</span></a> <span class="k">def</span> <span class="nf">with_properties</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">properties</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Redshift.Generator.with_properties-152"><a href="#Redshift.Generator.with_properties-152"><span class="linenos">152</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Redshift doesn&#39;t have `WITH` as part of their with_properties so we remove it&quot;&quot;&quot;</span>
</span><span id="Redshift.Generator.with_properties-153"><a href="#Redshift.Generator.with_properties-153"><span class="linenos">153</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">properties</span><span class="p">(</span><span class="n">properties</span><span class="p">,</span> <span class="n">prefix</span><span class="o">=</span><span class="s2">&quot; &quot;</span><span class="p">,</span> <span class="n">suffix</span><span class="o">=</span><span class="s2">&quot;&quot;</span><span class="p">)</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="Redshift.Generator.with_properties-153"><a href="#Redshift.Generator.with_properties-153"><span class="linenos">153</span></a> <span class="k">def</span> <span class="nf">with_properties</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">properties</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Redshift.Generator.with_properties-154"><a href="#Redshift.Generator.with_properties-154"><span class="linenos">154</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Redshift doesn&#39;t have `WITH` as part of their with_properties so we remove it&quot;&quot;&quot;</span>
</span><span id="Redshift.Generator.with_properties-155"><a href="#Redshift.Generator.with_properties-155"><span class="linenos">155</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">properties</span><span class="p">(</span><span class="n">properties</span><span class="p">,</span> <span class="n">prefix</span><span class="o">=</span><span class="s2">&quot; &quot;</span><span class="p">,</span> <span class="n">suffix</span><span class="o">=</span><span class="s2">&quot;&quot;</span><span class="p">)</span>
</span></pre></div>
@ -831,22 +839,22 @@ very slow.</p>
</div>
<a class="headerlink" href="#Redshift.Generator.datatype_sql"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="Redshift.Generator.datatype_sql-155"><a href="#Redshift.Generator.datatype_sql-155"><span class="linenos">155</span></a> <span class="k">def</span> <span class="nf">datatype_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Redshift.Generator.datatype_sql-156"><a href="#Redshift.Generator.datatype_sql-156"><span class="linenos">156</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="Redshift.Generator.datatype_sql-157"><a href="#Redshift.Generator.datatype_sql-157"><span class="linenos">157</span></a><span class="sd"> Redshift converts the `TEXT` data type to `VARCHAR(255)` by default when people more generally mean</span>
</span><span id="Redshift.Generator.datatype_sql-158"><a href="#Redshift.Generator.datatype_sql-158"><span class="linenos">158</span></a><span class="sd"> VARCHAR of max length which is `VARCHAR(max)` in Redshift. Therefore if we get a `TEXT` data type</span>
</span><span id="Redshift.Generator.datatype_sql-159"><a href="#Redshift.Generator.datatype_sql-159"><span class="linenos">159</span></a><span class="sd"> without precision we convert it to `VARCHAR(max)` and if it does have precision then we just convert</span>
</span><span id="Redshift.Generator.datatype_sql-160"><a href="#Redshift.Generator.datatype_sql-160"><span class="linenos">160</span></a><span class="sd"> `TEXT` to `VARCHAR`.</span>
</span><span id="Redshift.Generator.datatype_sql-161"><a href="#Redshift.Generator.datatype_sql-161"><span class="linenos">161</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="Redshift.Generator.datatype_sql-162"><a href="#Redshift.Generator.datatype_sql-162"><span class="linenos">162</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">TEXT</span><span class="p">:</span>
</span><span id="Redshift.Generator.datatype_sql-163"><a href="#Redshift.Generator.datatype_sql-163"><span class="linenos">163</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
</span><span id="Redshift.Generator.datatype_sql-164"><a href="#Redshift.Generator.datatype_sql-164"><span class="linenos">164</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;this&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">VARCHAR</span><span class="p">)</span>
</span><span id="Redshift.Generator.datatype_sql-165"><a href="#Redshift.Generator.datatype_sql-165"><span class="linenos">165</span></a> <span class="n">precision</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">)</span>
</span><span id="Redshift.Generator.datatype_sql-166"><a href="#Redshift.Generator.datatype_sql-166"><span class="linenos">166</span></a>
</span><span id="Redshift.Generator.datatype_sql-167"><a href="#Redshift.Generator.datatype_sql-167"><span class="linenos">167</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">precision</span><span class="p">:</span>
</span><span id="Redshift.Generator.datatype_sql-168"><a href="#Redshift.Generator.datatype_sql-168"><span class="linenos">168</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Var</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="s2">&quot;MAX&quot;</span><span class="p">))</span>
</span><span id="Redshift.Generator.datatype_sql-169"><a href="#Redshift.Generator.datatype_sql-169"><span class="linenos">169</span></a>
</span><span id="Redshift.Generator.datatype_sql-170"><a href="#Redshift.Generator.datatype_sql-170"><span class="linenos">170</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">datatype_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="Redshift.Generator.datatype_sql-157"><a href="#Redshift.Generator.datatype_sql-157"><span class="linenos">157</span></a> <span class="k">def</span> <span class="nf">datatype_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Redshift.Generator.datatype_sql-158"><a href="#Redshift.Generator.datatype_sql-158"><span class="linenos">158</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="Redshift.Generator.datatype_sql-159"><a href="#Redshift.Generator.datatype_sql-159"><span class="linenos">159</span></a><span class="sd"> Redshift converts the `TEXT` data type to `VARCHAR(255)` by default when people more generally mean</span>
</span><span id="Redshift.Generator.datatype_sql-160"><a href="#Redshift.Generator.datatype_sql-160"><span class="linenos">160</span></a><span class="sd"> VARCHAR of max length which is `VARCHAR(max)` in Redshift. Therefore if we get a `TEXT` data type</span>
</span><span id="Redshift.Generator.datatype_sql-161"><a href="#Redshift.Generator.datatype_sql-161"><span class="linenos">161</span></a><span class="sd"> without precision we convert it to `VARCHAR(max)` and if it does have precision then we just convert</span>
</span><span id="Redshift.Generator.datatype_sql-162"><a href="#Redshift.Generator.datatype_sql-162"><span class="linenos">162</span></a><span class="sd"> `TEXT` to `VARCHAR`.</span>
</span><span id="Redshift.Generator.datatype_sql-163"><a href="#Redshift.Generator.datatype_sql-163"><span class="linenos">163</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="Redshift.Generator.datatype_sql-164"><a href="#Redshift.Generator.datatype_sql-164"><span class="linenos">164</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;text&quot;</span><span class="p">):</span>
</span><span id="Redshift.Generator.datatype_sql-165"><a href="#Redshift.Generator.datatype_sql-165"><span class="linenos">165</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
</span><span id="Redshift.Generator.datatype_sql-166"><a href="#Redshift.Generator.datatype_sql-166"><span class="linenos">166</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;this&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">VARCHAR</span><span class="p">)</span>
</span><span id="Redshift.Generator.datatype_sql-167"><a href="#Redshift.Generator.datatype_sql-167"><span class="linenos">167</span></a> <span class="n">precision</span> <span class="o">=</span> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">)</span>
</span><span id="Redshift.Generator.datatype_sql-168"><a href="#Redshift.Generator.datatype_sql-168"><span class="linenos">168</span></a>
</span><span id="Redshift.Generator.datatype_sql-169"><a href="#Redshift.Generator.datatype_sql-169"><span class="linenos">169</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">precision</span><span class="p">:</span>
</span><span id="Redshift.Generator.datatype_sql-170"><a href="#Redshift.Generator.datatype_sql-170"><span class="linenos">170</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">&quot;expressions&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Var</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="s2">&quot;MAX&quot;</span><span class="p">))</span>
</span><span id="Redshift.Generator.datatype_sql-171"><a href="#Redshift.Generator.datatype_sql-171"><span class="linenos">171</span></a>
</span><span id="Redshift.Generator.datatype_sql-172"><a href="#Redshift.Generator.datatype_sql-172"><span class="linenos">172</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">datatype_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span></pre></div>
@ -998,7 +1006,6 @@ without precision we convert it to <code>VARCHAR(max)</code> and if it does have
<dd id="Redshift.Generator.check_sql" class="function"><a href="../generator.html#Generator.check_sql">check_sql</a></dd>
<dd id="Redshift.Generator.foreignkey_sql" class="function"><a href="../generator.html#Generator.foreignkey_sql">foreignkey_sql</a></dd>
<dd id="Redshift.Generator.primarykey_sql" class="function"><a href="../generator.html#Generator.primarykey_sql">primarykey_sql</a></dd>
<dd id="Redshift.Generator.unique_sql" class="function"><a href="../generator.html#Generator.unique_sql">unique_sql</a></dd>
<dd id="Redshift.Generator.if_sql" class="function"><a href="../generator.html#Generator.if_sql">if_sql</a></dd>
<dd id="Redshift.Generator.matchagainst_sql" class="function"><a href="../generator.html#Generator.matchagainst_sql">matchagainst_sql</a></dd>
<dd id="Redshift.Generator.jsonkeyvalue_sql" class="function"><a href="../generator.html#Generator.jsonkeyvalue_sql">jsonkeyvalue_sql</a></dd>
@ -1091,6 +1098,9 @@ without precision we convert it to <code>VARCHAR(max)</code> and if it does have
<dd id="Redshift.Generator.when_sql" class="function"><a href="../generator.html#Generator.when_sql">when_sql</a></dd>
<dd id="Redshift.Generator.merge_sql" class="function"><a href="../generator.html#Generator.merge_sql">merge_sql</a></dd>
<dd id="Redshift.Generator.tochar_sql" class="function"><a href="../generator.html#Generator.tochar_sql">tochar_sql</a></dd>
<dd id="Redshift.Generator.dictproperty_sql" class="function"><a href="../generator.html#Generator.dictproperty_sql">dictproperty_sql</a></dd>
<dd id="Redshift.Generator.dictrange_sql" class="function"><a href="../generator.html#Generator.dictrange_sql">dictrange_sql</a></dd>
<dd id="Redshift.Generator.dictsubproperty_sql" class="function"><a href="../generator.html#Generator.dictsubproperty_sql">dictsubproperty_sql</a></dd>
</div>
</dl>

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@ -217,7 +217,7 @@ a parsed syntax tree.</p>
<ul>
<li><strong>error_level:</strong> the desired error level.
Default: ErrorLevel.RAISE</li>
Default: ErrorLevel.IMMEDIATE</li>
<li><strong>error_message_context:</strong> determines the amount of context to capture from a
query string when displaying the error message (in number of characters).
Default: 50.</li>
@ -311,6 +311,8 @@ represents a python time format and the output the target time format</li>
Default: "upper"</li>
<li><strong>alias_post_tablesample (bool):</strong> if the table alias comes after tablesample
Default: False</li>
<li><strong>identifiers_can_start_with_digit (bool):</strong> if an unquoted identifier can start with digit
Default: False</li>
<li><strong>unsupported_level (ErrorLevel):</strong> determines the generator's behavior when it encounters
unsupported expressions. Default ErrorLevel.WARN.</li>
<li><strong>null_ordering (str):</strong> Indicates the default null ordering method to use if not explicitly set.
@ -496,7 +498,6 @@ Default: True</li>
<dd id="Spark.Generator.check_sql" class="function"><a href="../generator.html#Generator.check_sql">check_sql</a></dd>
<dd id="Spark.Generator.foreignkey_sql" class="function"><a href="../generator.html#Generator.foreignkey_sql">foreignkey_sql</a></dd>
<dd id="Spark.Generator.primarykey_sql" class="function"><a href="../generator.html#Generator.primarykey_sql">primarykey_sql</a></dd>
<dd id="Spark.Generator.unique_sql" class="function"><a href="../generator.html#Generator.unique_sql">unique_sql</a></dd>
<dd id="Spark.Generator.if_sql" class="function"><a href="../generator.html#Generator.if_sql">if_sql</a></dd>
<dd id="Spark.Generator.matchagainst_sql" class="function"><a href="../generator.html#Generator.matchagainst_sql">matchagainst_sql</a></dd>
<dd id="Spark.Generator.jsonkeyvalue_sql" class="function"><a href="../generator.html#Generator.jsonkeyvalue_sql">jsonkeyvalue_sql</a></dd>
@ -588,6 +589,9 @@ Default: True</li>
<dd id="Spark.Generator.when_sql" class="function"><a href="../generator.html#Generator.when_sql">when_sql</a></dd>
<dd id="Spark.Generator.merge_sql" class="function"><a href="../generator.html#Generator.merge_sql">merge_sql</a></dd>
<dd id="Spark.Generator.tochar_sql" class="function"><a href="../generator.html#Generator.tochar_sql">tochar_sql</a></dd>
<dd id="Spark.Generator.dictproperty_sql" class="function"><a href="../generator.html#Generator.dictproperty_sql">dictproperty_sql</a></dd>
<dd id="Spark.Generator.dictrange_sql" class="function"><a href="../generator.html#Generator.dictrange_sql">dictrange_sql</a></dd>
<dd id="Spark.Generator.dictsubproperty_sql" class="function"><a href="../generator.html#Generator.dictsubproperty_sql">dictsubproperty_sql</a></dd>
</div>
<div><dt><a href="spark2.html#Spark2.Generator">sqlglot.dialects.spark2.Spark2.Generator</a></dt>

View file

@ -195,162 +195,149 @@
</span><span id="L-110"><a href="#L-110"><span class="linenos">110</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Parser</span><span class="o">.</span><span class="n">FUNCTIONS</span><span class="p">,</span>
</span><span id="L-111"><a href="#L-111"><span class="linenos">111</span></a> <span class="s2">&quot;MAP_FROM_ARRAYS&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Map</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="L-112"><a href="#L-112"><span class="linenos">112</span></a> <span class="s2">&quot;TO_UNIX_TIMESTAMP&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">StrToUnix</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="L-113"><a href="#L-113"><span class="linenos">113</span></a> <span class="s2">&quot;LEFT&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Substring</span><span class="p">(</span>
</span><span id="L-113"><a href="#L-113"><span class="linenos">113</span></a> <span class="s2">&quot;SHIFTLEFT&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseLeftShift</span><span class="p">(</span>
</span><span id="L-114"><a href="#L-114"><span class="linenos">114</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span>
</span><span id="L-115"><a href="#L-115"><span class="linenos">115</span></a> <span class="n">start</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">Literal</span><span class="o">.</span><span class="n">number</span><span class="p">(</span><span class="mi">1</span><span class="p">),</span>
</span><span id="L-116"><a href="#L-116"><span class="linenos">116</span></a> <span class="n">length</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="L-117"><a href="#L-117"><span class="linenos">117</span></a> <span class="p">),</span>
</span><span id="L-118"><a href="#L-118"><span class="linenos">118</span></a> <span class="s2">&quot;SHIFTLEFT&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseLeftShift</span><span class="p">(</span>
</span><span id="L-119"><a href="#L-119"><span class="linenos">119</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span>
</span><span id="L-120"><a href="#L-120"><span class="linenos">120</span></a> <span class="n">expression</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="L-121"><a href="#L-121"><span class="linenos">121</span></a> <span class="p">),</span>
</span><span id="L-122"><a href="#L-122"><span class="linenos">122</span></a> <span class="s2">&quot;SHIFTRIGHT&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseRightShift</span><span class="p">(</span>
</span><span id="L-123"><a href="#L-123"><span class="linenos">123</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span>
</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a> <span class="n">expression</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="L-125"><a href="#L-125"><span class="linenos">125</span></a> <span class="p">),</span>
</span><span id="L-126"><a href="#L-126"><span class="linenos">126</span></a> <span class="s2">&quot;RIGHT&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Substring</span><span class="p">(</span>
</span><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span>
</span><span id="L-128"><a href="#L-128"><span class="linenos">128</span></a> <span class="n">start</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">Sub</span><span class="p">(</span>
</span><span id="L-129"><a href="#L-129"><span class="linenos">129</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">Length</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="L-130"><a href="#L-130"><span class="linenos">130</span></a> <span class="n">expression</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">Add</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="n">expression</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">Literal</span><span class="o">.</span><span class="n">number</span><span class="p">(</span><span class="mi">1</span><span class="p">)),</span>
</span><span id="L-131"><a href="#L-131"><span class="linenos">131</span></a> <span class="p">),</span>
</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a> <span class="n">length</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="L-133"><a href="#L-133"><span class="linenos">133</span></a> <span class="p">),</span>
</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a> <span class="s2">&quot;APPROX_PERCENTILE&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">ApproxQuantile</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a> <span class="s2">&quot;IIF&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">If</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="L-136"><a href="#L-136"><span class="linenos">136</span></a> <span class="s2">&quot;AGGREGATE&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Reduce</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a> <span class="s2">&quot;DAYOFWEEK&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfWeek</span><span class="p">(</span>
</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="L-139"><a href="#L-139"><span class="linenos">139</span></a> <span class="p">),</span>
</span><span id="L-140"><a href="#L-140"><span class="linenos">140</span></a> <span class="s2">&quot;DAYOFMONTH&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfMonth</span><span class="p">(</span>
</span><span id="L-141"><a href="#L-141"><span class="linenos">141</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="L-142"><a href="#L-142"><span class="linenos">142</span></a> <span class="p">),</span>
</span><span id="L-143"><a href="#L-143"><span class="linenos">143</span></a> <span class="s2">&quot;DAYOFYEAR&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfYear</span><span class="p">(</span>
</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a> <span class="p">),</span>
</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a> <span class="s2">&quot;WEEKOFYEAR&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">WeekOfYear</span><span class="p">(</span>
</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="L-148"><a href="#L-148"><span class="linenos">148</span></a> <span class="p">),</span>
</span><span id="L-149"><a href="#L-149"><span class="linenos">149</span></a> <span class="s2">&quot;DATE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span> <span class="n">to</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">build</span><span class="p">(</span><span class="s2">&quot;date&quot;</span><span class="p">)),</span>
</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a> <span class="s2">&quot;DATE_TRUNC&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">TimestampTrunc</span><span class="p">(</span>
</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="L-152"><a href="#L-152"><span class="linenos">152</span></a> <span class="n">unit</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="L-153"><a href="#L-153"><span class="linenos">153</span></a> <span class="p">),</span>
</span><span id="L-154"><a href="#L-154"><span class="linenos">154</span></a> <span class="s2">&quot;TRUNC&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DateTrunc</span><span class="p">(</span><span class="n">unit</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="L-155"><a href="#L-155"><span class="linenos">155</span></a> <span class="s2">&quot;BOOLEAN&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;boolean&quot;</span><span class="p">),</span>
</span><span id="L-156"><a href="#L-156"><span class="linenos">156</span></a> <span class="s2">&quot;DOUBLE&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;double&quot;</span><span class="p">),</span>
</span><span id="L-157"><a href="#L-157"><span class="linenos">157</span></a> <span class="s2">&quot;FLOAT&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;float&quot;</span><span class="p">),</span>
</span><span id="L-158"><a href="#L-158"><span class="linenos">158</span></a> <span class="s2">&quot;INT&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;int&quot;</span><span class="p">),</span>
</span><span id="L-159"><a href="#L-159"><span class="linenos">159</span></a> <span class="s2">&quot;STRING&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;string&quot;</span><span class="p">),</span>
</span><span id="L-160"><a href="#L-160"><span class="linenos">160</span></a> <span class="s2">&quot;TIMESTAMP&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;timestamp&quot;</span><span class="p">),</span>
</span><span id="L-161"><a href="#L-161"><span class="linenos">161</span></a> <span class="p">}</span>
</span><span id="L-162"><a href="#L-162"><span class="linenos">162</span></a>
</span><span id="L-163"><a href="#L-163"><span class="linenos">163</span></a> <span class="n">FUNCTION_PARSERS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="L-164"><a href="#L-164"><span class="linenos">164</span></a> <span class="o">**</span><span class="n">parser</span><span class="o">.</span><span class="n">Parser</span><span class="o">.</span><span class="n">FUNCTION_PARSERS</span><span class="p">,</span>
</span><span id="L-165"><a href="#L-165"><span class="linenos">165</span></a> <span class="s2">&quot;BROADCAST&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;BROADCAST&quot;</span><span class="p">),</span>
</span><span id="L-166"><a href="#L-166"><span class="linenos">166</span></a> <span class="s2">&quot;BROADCASTJOIN&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;BROADCASTJOIN&quot;</span><span class="p">),</span>
</span><span id="L-167"><a href="#L-167"><span class="linenos">167</span></a> <span class="s2">&quot;MAPJOIN&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;MAPJOIN&quot;</span><span class="p">),</span>
</span><span id="L-168"><a href="#L-168"><span class="linenos">168</span></a> <span class="s2">&quot;MERGE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;MERGE&quot;</span><span class="p">),</span>
</span><span id="L-169"><a href="#L-169"><span class="linenos">169</span></a> <span class="s2">&quot;SHUFFLEMERGE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;SHUFFLEMERGE&quot;</span><span class="p">),</span>
</span><span id="L-170"><a href="#L-170"><span class="linenos">170</span></a> <span class="s2">&quot;MERGEJOIN&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;MERGEJOIN&quot;</span><span class="p">),</span>
</span><span id="L-171"><a href="#L-171"><span class="linenos">171</span></a> <span class="s2">&quot;SHUFFLE_HASH&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;SHUFFLE_HASH&quot;</span><span class="p">),</span>
</span><span id="L-172"><a href="#L-172"><span class="linenos">172</span></a> <span class="s2">&quot;SHUFFLE_REPLICATE_NL&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;SHUFFLE_REPLICATE_NL&quot;</span><span class="p">),</span>
</span><span id="L-173"><a href="#L-173"><span class="linenos">173</span></a> <span class="p">}</span>
</span><span id="L-174"><a href="#L-174"><span class="linenos">174</span></a>
</span><span id="L-175"><a href="#L-175"><span class="linenos">175</span></a> <span class="k">def</span> <span class="nf">_parse_add_column</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]:</span>
</span><span id="L-176"><a href="#L-176"><span class="linenos">176</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_match_text_seq</span><span class="p">(</span><span class="s2">&quot;ADD&quot;</span><span class="p">,</span> <span class="s2">&quot;COLUMNS&quot;</span><span class="p">)</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_schema</span><span class="p">()</span>
</span><span id="L-177"><a href="#L-177"><span class="linenos">177</span></a>
</span><span id="L-178"><a href="#L-178"><span class="linenos">178</span></a> <span class="k">def</span> <span class="nf">_parse_drop_column</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]:</span>
</span><span id="L-179"><a href="#L-179"><span class="linenos">179</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_match_text_seq</span><span class="p">(</span><span class="s2">&quot;DROP&quot;</span><span class="p">,</span> <span class="s2">&quot;COLUMNS&quot;</span><span class="p">)</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="p">(</span>
</span><span id="L-180"><a href="#L-180"><span class="linenos">180</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Drop</span><span class="p">,</span>
</span><span id="L-181"><a href="#L-181"><span class="linenos">181</span></a> <span class="n">this</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_parse_schema</span><span class="p">(),</span>
</span><span id="L-182"><a href="#L-182"><span class="linenos">182</span></a> <span class="n">kind</span><span class="o">=</span><span class="s2">&quot;COLUMNS&quot;</span><span class="p">,</span>
</span><span id="L-183"><a href="#L-183"><span class="linenos">183</span></a> <span class="p">)</span>
</span><span id="L-115"><a href="#L-115"><span class="linenos">115</span></a> <span class="n">expression</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="L-116"><a href="#L-116"><span class="linenos">116</span></a> <span class="p">),</span>
</span><span id="L-117"><a href="#L-117"><span class="linenos">117</span></a> <span class="s2">&quot;SHIFTRIGHT&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseRightShift</span><span class="p">(</span>
</span><span id="L-118"><a href="#L-118"><span class="linenos">118</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span>
</span><span id="L-119"><a href="#L-119"><span class="linenos">119</span></a> <span class="n">expression</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="L-120"><a href="#L-120"><span class="linenos">120</span></a> <span class="p">),</span>
</span><span id="L-121"><a href="#L-121"><span class="linenos">121</span></a> <span class="s2">&quot;APPROX_PERCENTILE&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">ApproxQuantile</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="L-122"><a href="#L-122"><span class="linenos">122</span></a> <span class="s2">&quot;IIF&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">If</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="L-123"><a href="#L-123"><span class="linenos">123</span></a> <span class="s2">&quot;AGGREGATE&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Reduce</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a> <span class="s2">&quot;DAYOFWEEK&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfWeek</span><span class="p">(</span>
</span><span id="L-125"><a href="#L-125"><span class="linenos">125</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="L-126"><a href="#L-126"><span class="linenos">126</span></a> <span class="p">),</span>
</span><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a> <span class="s2">&quot;DAYOFMONTH&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfMonth</span><span class="p">(</span>
</span><span id="L-128"><a href="#L-128"><span class="linenos">128</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="L-129"><a href="#L-129"><span class="linenos">129</span></a> <span class="p">),</span>
</span><span id="L-130"><a href="#L-130"><span class="linenos">130</span></a> <span class="s2">&quot;DAYOFYEAR&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfYear</span><span class="p">(</span>
</span><span id="L-131"><a href="#L-131"><span class="linenos">131</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a> <span class="p">),</span>
</span><span id="L-133"><a href="#L-133"><span class="linenos">133</span></a> <span class="s2">&quot;WEEKOFYEAR&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">WeekOfYear</span><span class="p">(</span>
</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a> <span class="p">),</span>
</span><span id="L-136"><a href="#L-136"><span class="linenos">136</span></a> <span class="s2">&quot;DATE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span> <span class="n">to</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">build</span><span class="p">(</span><span class="s2">&quot;date&quot;</span><span class="p">)),</span>
</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a> <span class="s2">&quot;DATE_TRUNC&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">TimestampTrunc</span><span class="p">(</span>
</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="L-139"><a href="#L-139"><span class="linenos">139</span></a> <span class="n">unit</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="L-140"><a href="#L-140"><span class="linenos">140</span></a> <span class="p">),</span>
</span><span id="L-141"><a href="#L-141"><span class="linenos">141</span></a> <span class="s2">&quot;TRUNC&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DateTrunc</span><span class="p">(</span><span class="n">unit</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="L-142"><a href="#L-142"><span class="linenos">142</span></a> <span class="s2">&quot;BOOLEAN&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;boolean&quot;</span><span class="p">),</span>
</span><span id="L-143"><a href="#L-143"><span class="linenos">143</span></a> <span class="s2">&quot;DOUBLE&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;double&quot;</span><span class="p">),</span>
</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a> <span class="s2">&quot;FLOAT&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;float&quot;</span><span class="p">),</span>
</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a> <span class="s2">&quot;INT&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;int&quot;</span><span class="p">),</span>
</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a> <span class="s2">&quot;STRING&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;string&quot;</span><span class="p">),</span>
</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a> <span class="s2">&quot;TIMESTAMP&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;timestamp&quot;</span><span class="p">),</span>
</span><span id="L-148"><a href="#L-148"><span class="linenos">148</span></a> <span class="p">}</span>
</span><span id="L-149"><a href="#L-149"><span class="linenos">149</span></a>
</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a> <span class="n">FUNCTION_PARSERS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a> <span class="o">**</span><span class="n">parser</span><span class="o">.</span><span class="n">Parser</span><span class="o">.</span><span class="n">FUNCTION_PARSERS</span><span class="p">,</span>
</span><span id="L-152"><a href="#L-152"><span class="linenos">152</span></a> <span class="s2">&quot;BROADCAST&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;BROADCAST&quot;</span><span class="p">),</span>
</span><span id="L-153"><a href="#L-153"><span class="linenos">153</span></a> <span class="s2">&quot;BROADCASTJOIN&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;BROADCASTJOIN&quot;</span><span class="p">),</span>
</span><span id="L-154"><a href="#L-154"><span class="linenos">154</span></a> <span class="s2">&quot;MAPJOIN&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;MAPJOIN&quot;</span><span class="p">),</span>
</span><span id="L-155"><a href="#L-155"><span class="linenos">155</span></a> <span class="s2">&quot;MERGE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;MERGE&quot;</span><span class="p">),</span>
</span><span id="L-156"><a href="#L-156"><span class="linenos">156</span></a> <span class="s2">&quot;SHUFFLEMERGE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;SHUFFLEMERGE&quot;</span><span class="p">),</span>
</span><span id="L-157"><a href="#L-157"><span class="linenos">157</span></a> <span class="s2">&quot;MERGEJOIN&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;MERGEJOIN&quot;</span><span class="p">),</span>
</span><span id="L-158"><a href="#L-158"><span class="linenos">158</span></a> <span class="s2">&quot;SHUFFLE_HASH&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;SHUFFLE_HASH&quot;</span><span class="p">),</span>
</span><span id="L-159"><a href="#L-159"><span class="linenos">159</span></a> <span class="s2">&quot;SHUFFLE_REPLICATE_NL&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;SHUFFLE_REPLICATE_NL&quot;</span><span class="p">),</span>
</span><span id="L-160"><a href="#L-160"><span class="linenos">160</span></a> <span class="p">}</span>
</span><span id="L-161"><a href="#L-161"><span class="linenos">161</span></a>
</span><span id="L-162"><a href="#L-162"><span class="linenos">162</span></a> <span class="k">def</span> <span class="nf">_parse_add_column</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]:</span>
</span><span id="L-163"><a href="#L-163"><span class="linenos">163</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_match_text_seq</span><span class="p">(</span><span class="s2">&quot;ADD&quot;</span><span class="p">,</span> <span class="s2">&quot;COLUMNS&quot;</span><span class="p">)</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_schema</span><span class="p">()</span>
</span><span id="L-164"><a href="#L-164"><span class="linenos">164</span></a>
</span><span id="L-165"><a href="#L-165"><span class="linenos">165</span></a> <span class="k">def</span> <span class="nf">_parse_drop_column</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]:</span>
</span><span id="L-166"><a href="#L-166"><span class="linenos">166</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_match_text_seq</span><span class="p">(</span><span class="s2">&quot;DROP&quot;</span><span class="p">,</span> <span class="s2">&quot;COLUMNS&quot;</span><span class="p">)</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="p">(</span>
</span><span id="L-167"><a href="#L-167"><span class="linenos">167</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Drop</span><span class="p">,</span>
</span><span id="L-168"><a href="#L-168"><span class="linenos">168</span></a> <span class="n">this</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_parse_schema</span><span class="p">(),</span>
</span><span id="L-169"><a href="#L-169"><span class="linenos">169</span></a> <span class="n">kind</span><span class="o">=</span><span class="s2">&quot;COLUMNS&quot;</span><span class="p">,</span>
</span><span id="L-170"><a href="#L-170"><span class="linenos">170</span></a> <span class="p">)</span>
</span><span id="L-171"><a href="#L-171"><span class="linenos">171</span></a>
</span><span id="L-172"><a href="#L-172"><span class="linenos">172</span></a> <span class="k">def</span> <span class="nf">_pivot_column_names</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">aggregations</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">])</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span>
</span><span id="L-173"><a href="#L-173"><span class="linenos">173</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">aggregations</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
</span><span id="L-174"><a href="#L-174"><span class="linenos">174</span></a> <span class="k">return</span> <span class="p">[</span><span class="s2">&quot;&quot;</span><span class="p">]</span>
</span><span id="L-175"><a href="#L-175"><span class="linenos">175</span></a> <span class="k">return</span> <span class="n">pivot_column_names</span><span class="p">(</span><span class="n">aggregations</span><span class="p">,</span> <span class="n">dialect</span><span class="o">=</span><span class="s2">&quot;spark&quot;</span><span class="p">)</span>
</span><span id="L-176"><a href="#L-176"><span class="linenos">176</span></a>
</span><span id="L-177"><a href="#L-177"><span class="linenos">177</span></a> <span class="k">class</span> <span class="nc">Generator</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="p">):</span>
</span><span id="L-178"><a href="#L-178"><span class="linenos">178</span></a> <span class="n">TYPE_MAPPING</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="L-179"><a href="#L-179"><span class="linenos">179</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TYPE_MAPPING</span><span class="p">,</span>
</span><span id="L-180"><a href="#L-180"><span class="linenos">180</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">TINYINT</span><span class="p">:</span> <span class="s2">&quot;BYTE&quot;</span><span class="p">,</span>
</span><span id="L-181"><a href="#L-181"><span class="linenos">181</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">SMALLINT</span><span class="p">:</span> <span class="s2">&quot;SHORT&quot;</span><span class="p">,</span>
</span><span id="L-182"><a href="#L-182"><span class="linenos">182</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">BIGINT</span><span class="p">:</span> <span class="s2">&quot;LONG&quot;</span><span class="p">,</span>
</span><span id="L-183"><a href="#L-183"><span class="linenos">183</span></a> <span class="p">}</span>
</span><span id="L-184"><a href="#L-184"><span class="linenos">184</span></a>
</span><span id="L-185"><a href="#L-185"><span class="linenos">185</span></a> <span class="k">def</span> <span class="nf">_pivot_column_names</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">aggregations</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">])</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span>
</span><span id="L-186"><a href="#L-186"><span class="linenos">186</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">aggregations</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
</span><span id="L-187"><a href="#L-187"><span class="linenos">187</span></a> <span class="k">return</span> <span class="p">[</span><span class="s2">&quot;&quot;</span><span class="p">]</span>
</span><span id="L-188"><a href="#L-188"><span class="linenos">188</span></a> <span class="k">return</span> <span class="n">pivot_column_names</span><span class="p">(</span><span class="n">aggregations</span><span class="p">,</span> <span class="n">dialect</span><span class="o">=</span><span class="s2">&quot;spark&quot;</span><span class="p">)</span>
</span><span id="L-189"><a href="#L-189"><span class="linenos">189</span></a>
</span><span id="L-190"><a href="#L-190"><span class="linenos">190</span></a> <span class="k">class</span> <span class="nc">Generator</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="p">):</span>
</span><span id="L-191"><a href="#L-191"><span class="linenos">191</span></a> <span class="n">TYPE_MAPPING</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="L-192"><a href="#L-192"><span class="linenos">192</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TYPE_MAPPING</span><span class="p">,</span>
</span><span id="L-193"><a href="#L-193"><span class="linenos">193</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">TINYINT</span><span class="p">:</span> <span class="s2">&quot;BYTE&quot;</span><span class="p">,</span>
</span><span id="L-194"><a href="#L-194"><span class="linenos">194</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">SMALLINT</span><span class="p">:</span> <span class="s2">&quot;SHORT&quot;</span><span class="p">,</span>
</span><span id="L-195"><a href="#L-195"><span class="linenos">195</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">BIGINT</span><span class="p">:</span> <span class="s2">&quot;LONG&quot;</span><span class="p">,</span>
</span><span id="L-196"><a href="#L-196"><span class="linenos">196</span></a> <span class="p">}</span>
</span><span id="L-197"><a href="#L-197"><span class="linenos">197</span></a>
</span><span id="L-198"><a href="#L-198"><span class="linenos">198</span></a> <span class="n">PROPERTIES_LOCATION</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="L-199"><a href="#L-199"><span class="linenos">199</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">PROPERTIES_LOCATION</span><span class="p">,</span>
</span><span id="L-200"><a href="#L-200"><span class="linenos">200</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">EngineProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="L-201"><a href="#L-201"><span class="linenos">201</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">AutoIncrementProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="L-202"><a href="#L-202"><span class="linenos">202</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">CharacterSetProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="L-203"><a href="#L-203"><span class="linenos">203</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">CollateProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="L-204"><a href="#L-204"><span class="linenos">204</span></a> <span class="p">}</span>
</span><span id="L-205"><a href="#L-205"><span class="linenos">205</span></a>
</span><span id="L-206"><a href="#L-206"><span class="linenos">206</span></a> <span class="n">TRANSFORMS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="L-207"><a href="#L-207"><span class="linenos">207</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TRANSFORMS</span><span class="p">,</span>
</span><span id="L-208"><a href="#L-208"><span class="linenos">208</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">ApproxDistinct</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;APPROX_COUNT_DISTINCT&quot;</span><span class="p">),</span>
</span><span id="L-209"><a href="#L-209"><span class="linenos">209</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">ArraySum</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;AGGREGATE(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;this&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">, 0, (acc, x) -&gt; acc + x, acc -&gt; acc)&quot;</span><span class="p">,</span>
</span><span id="L-210"><a href="#L-210"><span class="linenos">210</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">AtTimeZone</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;FROM_UTC_TIMESTAMP(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;this&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">, </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;zone&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="L-211"><a href="#L-211"><span class="linenos">211</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseLeftShift</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;SHIFTLEFT&quot;</span><span class="p">),</span>
</span><span id="L-212"><a href="#L-212"><span class="linenos">212</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseRightShift</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;SHIFTRIGHT&quot;</span><span class="p">),</span>
</span><span id="L-213"><a href="#L-213"><span class="linenos">213</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Create</span><span class="p">:</span> <span class="n">_create_sql</span><span class="p">,</span>
</span><span id="L-214"><a href="#L-214"><span class="linenos">214</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateFromParts</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;MAKE_DATE&quot;</span><span class="p">),</span>
</span><span id="L-215"><a href="#L-215"><span class="linenos">215</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateTrunc</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;TRUNC&quot;</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)),</span>
</span><span id="L-216"><a href="#L-216"><span class="linenos">216</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfMonth</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;DAYOFMONTH&quot;</span><span class="p">),</span>
</span><span id="L-217"><a href="#L-217"><span class="linenos">217</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfWeek</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;DAYOFWEEK&quot;</span><span class="p">),</span>
</span><span id="L-218"><a href="#L-218"><span class="linenos">218</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfYear</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;DAYOFYEAR&quot;</span><span class="p">),</span>
</span><span id="L-219"><a href="#L-219"><span class="linenos">219</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">FileFormatProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;USING </span><span class="si">{</span><span class="n">e</span><span class="o">.</span><span class="n">name</span><span class="o">.</span><span class="n">upper</span><span class="p">()</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">,</span>
</span><span id="L-220"><a href="#L-220"><span class="linenos">220</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">([</span><span class="n">_unalias_pivot</span><span class="p">]),</span>
</span><span id="L-221"><a href="#L-221"><span class="linenos">221</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Hint</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot; /*+ </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">expressions</span><span class="p">(</span><span class="n">e</span><span class="p">)</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span><span class="si">}</span><span class="s2"> */&quot;</span><span class="p">,</span>
</span><span id="L-222"><a href="#L-222"><span class="linenos">222</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">LogicalAnd</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;BOOL_AND&quot;</span><span class="p">),</span>
</span><span id="L-223"><a href="#L-223"><span class="linenos">223</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">LogicalOr</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;BOOL_OR&quot;</span><span class="p">),</span>
</span><span id="L-224"><a href="#L-224"><span class="linenos">224</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Map</span><span class="p">:</span> <span class="n">_map_sql</span><span class="p">,</span>
</span><span id="L-225"><a href="#L-225"><span class="linenos">225</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Pivot</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">([</span><span class="n">_unqualify_pivot_columns</span><span class="p">]),</span>
</span><span id="L-226"><a href="#L-226"><span class="linenos">226</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Reduce</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;AGGREGATE&quot;</span><span class="p">),</span>
</span><span id="L-227"><a href="#L-227"><span class="linenos">227</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">StrToDate</span><span class="p">:</span> <span class="n">_str_to_date</span><span class="p">,</span>
</span><span id="L-228"><a href="#L-228"><span class="linenos">228</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">StrToTime</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;TO_TIMESTAMP(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;this&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">, </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">format_time</span><span class="p">(</span><span class="n">e</span><span class="p">)</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="L-229"><a href="#L-229"><span class="linenos">229</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">TimestampTrunc</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span>
</span><span id="L-230"><a href="#L-230"><span class="linenos">230</span></a> <span class="s2">&quot;DATE_TRUNC&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Literal</span><span class="o">.</span><span class="n">string</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)),</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-231"><a href="#L-231"><span class="linenos">231</span></a> <span class="p">),</span>
</span><span id="L-232"><a href="#L-232"><span class="linenos">232</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Trim</span><span class="p">:</span> <span class="n">trim_sql</span><span class="p">,</span>
</span><span id="L-233"><a href="#L-233"><span class="linenos">233</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">UnixToTime</span><span class="p">:</span> <span class="n">_unix_to_time_sql</span><span class="p">,</span>
</span><span id="L-234"><a href="#L-234"><span class="linenos">234</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">VariancePop</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;VAR_POP&quot;</span><span class="p">),</span>
</span><span id="L-235"><a href="#L-235"><span class="linenos">235</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">WeekOfYear</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;WEEKOFYEAR&quot;</span><span class="p">),</span>
</span><span id="L-236"><a href="#L-236"><span class="linenos">236</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">WithinGroup</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">(</span>
</span><span id="L-237"><a href="#L-237"><span class="linenos">237</span></a> <span class="p">[</span><span class="n">transforms</span><span class="o">.</span><span class="n">remove_within_group_for_percentiles</span><span class="p">]</span>
</span><span id="L-238"><a href="#L-238"><span class="linenos">238</span></a> <span class="p">),</span>
</span><span id="L-239"><a href="#L-239"><span class="linenos">239</span></a> <span class="p">}</span>
</span><span id="L-240"><a href="#L-240"><span class="linenos">240</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">ArrayJoin</span><span class="p">)</span>
</span><span id="L-241"><a href="#L-241"><span class="linenos">241</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">ArraySort</span><span class="p">)</span>
</span><span id="L-242"><a href="#L-242"><span class="linenos">242</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">ILike</span><span class="p">)</span>
</span><span id="L-243"><a href="#L-243"><span class="linenos">243</span></a>
</span><span id="L-244"><a href="#L-244"><span class="linenos">244</span></a> <span class="n">WRAP_DERIVED_VALUES</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="L-245"><a href="#L-245"><span class="linenos">245</span></a> <span class="n">CREATE_FUNCTION_RETURN_AS</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="L-246"><a href="#L-246"><span class="linenos">246</span></a>
</span><span id="L-247"><a href="#L-247"><span class="linenos">247</span></a> <span class="k">def</span> <span class="nf">cast_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="L-248"><a href="#L-248"><span class="linenos">248</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span>
</span><span id="L-249"><a href="#L-249"><span class="linenos">249</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">JSON</span>
</span><span id="L-250"><a href="#L-250"><span class="linenos">250</span></a> <span class="p">):</span>
</span><span id="L-251"><a href="#L-251"><span class="linenos">251</span></a> <span class="n">schema</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;&#39;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;to&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">&#39;&quot;</span>
</span><span id="L-252"><a href="#L-252"><span class="linenos">252</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;FROM_JSON&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">schema</span><span class="p">)</span>
</span><span id="L-253"><a href="#L-253"><span class="linenos">253</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">to</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">JSON</span><span class="p">):</span>
</span><span id="L-254"><a href="#L-254"><span class="linenos">254</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;TO_JSON&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-255"><a href="#L-255"><span class="linenos">255</span></a>
</span><span id="L-256"><a href="#L-256"><span class="linenos">256</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="n">cast_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-257"><a href="#L-257"><span class="linenos">257</span></a>
</span><span id="L-258"><a href="#L-258"><span class="linenos">258</span></a> <span class="k">def</span> <span class="nf">columndef_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">ColumnDef</span><span class="p">,</span> <span class="n">sep</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot; &quot;</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="L-259"><a href="#L-259"><span class="linenos">259</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">columndef_sql</span><span class="p">(</span>
</span><span id="L-260"><a href="#L-260"><span class="linenos">260</span></a> <span class="n">expression</span><span class="p">,</span>
</span><span id="L-261"><a href="#L-261"><span class="linenos">261</span></a> <span class="n">sep</span><span class="o">=</span><span class="s2">&quot;: &quot;</span>
</span><span id="L-262"><a href="#L-262"><span class="linenos">262</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span>
</span><span id="L-263"><a href="#L-263"><span class="linenos">263</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">STRUCT</span><span class="p">)</span>
</span><span id="L-264"><a href="#L-264"><span class="linenos">264</span></a> <span class="k">else</span> <span class="n">sep</span><span class="p">,</span>
</span><span id="L-265"><a href="#L-265"><span class="linenos">265</span></a> <span class="p">)</span>
</span><span id="L-266"><a href="#L-266"><span class="linenos">266</span></a>
</span><span id="L-267"><a href="#L-267"><span class="linenos">267</span></a> <span class="k">class</span> <span class="nc">Tokenizer</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Tokenizer</span><span class="p">):</span>
</span><span id="L-268"><a href="#L-268"><span class="linenos">268</span></a> <span class="n">HEX_STRINGS</span> <span class="o">=</span> <span class="p">[(</span><span class="s2">&quot;X&#39;&quot;</span><span class="p">,</span> <span class="s2">&quot;&#39;&quot;</span><span class="p">)]</span>
</span><span id="L-185"><a href="#L-185"><span class="linenos">185</span></a> <span class="n">PROPERTIES_LOCATION</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="L-186"><a href="#L-186"><span class="linenos">186</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">PROPERTIES_LOCATION</span><span class="p">,</span>
</span><span id="L-187"><a href="#L-187"><span class="linenos">187</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">EngineProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="L-188"><a href="#L-188"><span class="linenos">188</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">AutoIncrementProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="L-189"><a href="#L-189"><span class="linenos">189</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">CharacterSetProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="L-190"><a href="#L-190"><span class="linenos">190</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">CollateProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="L-191"><a href="#L-191"><span class="linenos">191</span></a> <span class="p">}</span>
</span><span id="L-192"><a href="#L-192"><span class="linenos">192</span></a>
</span><span id="L-193"><a href="#L-193"><span class="linenos">193</span></a> <span class="n">TRANSFORMS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="L-194"><a href="#L-194"><span class="linenos">194</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TRANSFORMS</span><span class="p">,</span>
</span><span id="L-195"><a href="#L-195"><span class="linenos">195</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">ApproxDistinct</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;APPROX_COUNT_DISTINCT&quot;</span><span class="p">),</span>
</span><span id="L-196"><a href="#L-196"><span class="linenos">196</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">ArraySum</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;AGGREGATE(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;this&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">, 0, (acc, x) -&gt; acc + x, acc -&gt; acc)&quot;</span><span class="p">,</span>
</span><span id="L-197"><a href="#L-197"><span class="linenos">197</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">AtTimeZone</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;FROM_UTC_TIMESTAMP(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;this&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">, </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;zone&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="L-198"><a href="#L-198"><span class="linenos">198</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseLeftShift</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;SHIFTLEFT&quot;</span><span class="p">),</span>
</span><span id="L-199"><a href="#L-199"><span class="linenos">199</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseRightShift</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;SHIFTRIGHT&quot;</span><span class="p">),</span>
</span><span id="L-200"><a href="#L-200"><span class="linenos">200</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Create</span><span class="p">:</span> <span class="n">_create_sql</span><span class="p">,</span>
</span><span id="L-201"><a href="#L-201"><span class="linenos">201</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateFromParts</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;MAKE_DATE&quot;</span><span class="p">),</span>
</span><span id="L-202"><a href="#L-202"><span class="linenos">202</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateTrunc</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;TRUNC&quot;</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)),</span>
</span><span id="L-203"><a href="#L-203"><span class="linenos">203</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfMonth</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;DAYOFMONTH&quot;</span><span class="p">),</span>
</span><span id="L-204"><a href="#L-204"><span class="linenos">204</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfWeek</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;DAYOFWEEK&quot;</span><span class="p">),</span>
</span><span id="L-205"><a href="#L-205"><span class="linenos">205</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfYear</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;DAYOFYEAR&quot;</span><span class="p">),</span>
</span><span id="L-206"><a href="#L-206"><span class="linenos">206</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">FileFormatProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;USING </span><span class="si">{</span><span class="n">e</span><span class="o">.</span><span class="n">name</span><span class="o">.</span><span class="n">upper</span><span class="p">()</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">,</span>
</span><span id="L-207"><a href="#L-207"><span class="linenos">207</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">([</span><span class="n">_unalias_pivot</span><span class="p">]),</span>
</span><span id="L-208"><a href="#L-208"><span class="linenos">208</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Hint</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot; /*+ </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">expressions</span><span class="p">(</span><span class="n">e</span><span class="p">)</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span><span class="si">}</span><span class="s2"> */&quot;</span><span class="p">,</span>
</span><span id="L-209"><a href="#L-209"><span class="linenos">209</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">LogicalAnd</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;BOOL_AND&quot;</span><span class="p">),</span>
</span><span id="L-210"><a href="#L-210"><span class="linenos">210</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">LogicalOr</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;BOOL_OR&quot;</span><span class="p">),</span>
</span><span id="L-211"><a href="#L-211"><span class="linenos">211</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Map</span><span class="p">:</span> <span class="n">_map_sql</span><span class="p">,</span>
</span><span id="L-212"><a href="#L-212"><span class="linenos">212</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Pivot</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">([</span><span class="n">_unqualify_pivot_columns</span><span class="p">]),</span>
</span><span id="L-213"><a href="#L-213"><span class="linenos">213</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Reduce</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;AGGREGATE&quot;</span><span class="p">),</span>
</span><span id="L-214"><a href="#L-214"><span class="linenos">214</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">StrToDate</span><span class="p">:</span> <span class="n">_str_to_date</span><span class="p">,</span>
</span><span id="L-215"><a href="#L-215"><span class="linenos">215</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">StrToTime</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;TO_TIMESTAMP(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;this&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">, </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">format_time</span><span class="p">(</span><span class="n">e</span><span class="p">)</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="L-216"><a href="#L-216"><span class="linenos">216</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">TimestampTrunc</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span>
</span><span id="L-217"><a href="#L-217"><span class="linenos">217</span></a> <span class="s2">&quot;DATE_TRUNC&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Literal</span><span class="o">.</span><span class="n">string</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)),</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-218"><a href="#L-218"><span class="linenos">218</span></a> <span class="p">),</span>
</span><span id="L-219"><a href="#L-219"><span class="linenos">219</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Trim</span><span class="p">:</span> <span class="n">trim_sql</span><span class="p">,</span>
</span><span id="L-220"><a href="#L-220"><span class="linenos">220</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">UnixToTime</span><span class="p">:</span> <span class="n">_unix_to_time_sql</span><span class="p">,</span>
</span><span id="L-221"><a href="#L-221"><span class="linenos">221</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">VariancePop</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;VAR_POP&quot;</span><span class="p">),</span>
</span><span id="L-222"><a href="#L-222"><span class="linenos">222</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">WeekOfYear</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;WEEKOFYEAR&quot;</span><span class="p">),</span>
</span><span id="L-223"><a href="#L-223"><span class="linenos">223</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">WithinGroup</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">(</span>
</span><span id="L-224"><a href="#L-224"><span class="linenos">224</span></a> <span class="p">[</span><span class="n">transforms</span><span class="o">.</span><span class="n">remove_within_group_for_percentiles</span><span class="p">]</span>
</span><span id="L-225"><a href="#L-225"><span class="linenos">225</span></a> <span class="p">),</span>
</span><span id="L-226"><a href="#L-226"><span class="linenos">226</span></a> <span class="p">}</span>
</span><span id="L-227"><a href="#L-227"><span class="linenos">227</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">ArrayJoin</span><span class="p">)</span>
</span><span id="L-228"><a href="#L-228"><span class="linenos">228</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">ArraySort</span><span class="p">)</span>
</span><span id="L-229"><a href="#L-229"><span class="linenos">229</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">ILike</span><span class="p">)</span>
</span><span id="L-230"><a href="#L-230"><span class="linenos">230</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Left</span><span class="p">)</span>
</span><span id="L-231"><a href="#L-231"><span class="linenos">231</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Right</span><span class="p">)</span>
</span><span id="L-232"><a href="#L-232"><span class="linenos">232</span></a>
</span><span id="L-233"><a href="#L-233"><span class="linenos">233</span></a> <span class="n">WRAP_DERIVED_VALUES</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="L-234"><a href="#L-234"><span class="linenos">234</span></a> <span class="n">CREATE_FUNCTION_RETURN_AS</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="L-235"><a href="#L-235"><span class="linenos">235</span></a>
</span><span id="L-236"><a href="#L-236"><span class="linenos">236</span></a> <span class="k">def</span> <span class="nf">cast_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="L-237"><a href="#L-237"><span class="linenos">237</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;json&quot;</span><span class="p">):</span>
</span><span id="L-238"><a href="#L-238"><span class="linenos">238</span></a> <span class="n">schema</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;&#39;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;to&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">&#39;&quot;</span>
</span><span id="L-239"><a href="#L-239"><span class="linenos">239</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;FROM_JSON&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">schema</span><span class="p">)</span>
</span><span id="L-240"><a href="#L-240"><span class="linenos">240</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;json&quot;</span><span class="p">):</span>
</span><span id="L-241"><a href="#L-241"><span class="linenos">241</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;TO_JSON&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-242"><a href="#L-242"><span class="linenos">242</span></a>
</span><span id="L-243"><a href="#L-243"><span class="linenos">243</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="n">cast_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-244"><a href="#L-244"><span class="linenos">244</span></a>
</span><span id="L-245"><a href="#L-245"><span class="linenos">245</span></a> <span class="k">def</span> <span class="nf">columndef_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">ColumnDef</span><span class="p">,</span> <span class="n">sep</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot; &quot;</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="L-246"><a href="#L-246"><span class="linenos">246</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">columndef_sql</span><span class="p">(</span>
</span><span id="L-247"><a href="#L-247"><span class="linenos">247</span></a> <span class="n">expression</span><span class="p">,</span>
</span><span id="L-248"><a href="#L-248"><span class="linenos">248</span></a> <span class="n">sep</span><span class="o">=</span><span class="s2">&quot;: &quot;</span>
</span><span id="L-249"><a href="#L-249"><span class="linenos">249</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span>
</span><span id="L-250"><a href="#L-250"><span class="linenos">250</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;struct&quot;</span><span class="p">)</span>
</span><span id="L-251"><a href="#L-251"><span class="linenos">251</span></a> <span class="k">else</span> <span class="n">sep</span><span class="p">,</span>
</span><span id="L-252"><a href="#L-252"><span class="linenos">252</span></a> <span class="p">)</span>
</span><span id="L-253"><a href="#L-253"><span class="linenos">253</span></a>
</span><span id="L-254"><a href="#L-254"><span class="linenos">254</span></a> <span class="k">class</span> <span class="nc">Tokenizer</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Tokenizer</span><span class="p">):</span>
</span><span id="L-255"><a href="#L-255"><span class="linenos">255</span></a> <span class="n">HEX_STRINGS</span> <span class="o">=</span> <span class="p">[(</span><span class="s2">&quot;X&#39;&quot;</span><span class="p">,</span> <span class="s2">&quot;&#39;&quot;</span><span class="p">)]</span>
</span></pre></div>
@ -372,162 +359,149 @@
</span><span id="Spark2-111"><a href="#Spark2-111"><span class="linenos">111</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Parser</span><span class="o">.</span><span class="n">FUNCTIONS</span><span class="p">,</span>
</span><span id="Spark2-112"><a href="#Spark2-112"><span class="linenos">112</span></a> <span class="s2">&quot;MAP_FROM_ARRAYS&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Map</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="Spark2-113"><a href="#Spark2-113"><span class="linenos">113</span></a> <span class="s2">&quot;TO_UNIX_TIMESTAMP&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">StrToUnix</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="Spark2-114"><a href="#Spark2-114"><span class="linenos">114</span></a> <span class="s2">&quot;LEFT&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Substring</span><span class="p">(</span>
</span><span id="Spark2-114"><a href="#Spark2-114"><span class="linenos">114</span></a> <span class="s2">&quot;SHIFTLEFT&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseLeftShift</span><span class="p">(</span>
</span><span id="Spark2-115"><a href="#Spark2-115"><span class="linenos">115</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span>
</span><span id="Spark2-116"><a href="#Spark2-116"><span class="linenos">116</span></a> <span class="n">start</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">Literal</span><span class="o">.</span><span class="n">number</span><span class="p">(</span><span class="mi">1</span><span class="p">),</span>
</span><span id="Spark2-117"><a href="#Spark2-117"><span class="linenos">117</span></a> <span class="n">length</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="Spark2-118"><a href="#Spark2-118"><span class="linenos">118</span></a> <span class="p">),</span>
</span><span id="Spark2-119"><a href="#Spark2-119"><span class="linenos">119</span></a> <span class="s2">&quot;SHIFTLEFT&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseLeftShift</span><span class="p">(</span>
</span><span id="Spark2-120"><a href="#Spark2-120"><span class="linenos">120</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span>
</span><span id="Spark2-121"><a href="#Spark2-121"><span class="linenos">121</span></a> <span class="n">expression</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="Spark2-122"><a href="#Spark2-122"><span class="linenos">122</span></a> <span class="p">),</span>
</span><span id="Spark2-123"><a href="#Spark2-123"><span class="linenos">123</span></a> <span class="s2">&quot;SHIFTRIGHT&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseRightShift</span><span class="p">(</span>
</span><span id="Spark2-124"><a href="#Spark2-124"><span class="linenos">124</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span>
</span><span id="Spark2-125"><a href="#Spark2-125"><span class="linenos">125</span></a> <span class="n">expression</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="Spark2-126"><a href="#Spark2-126"><span class="linenos">126</span></a> <span class="p">),</span>
</span><span id="Spark2-127"><a href="#Spark2-127"><span class="linenos">127</span></a> <span class="s2">&quot;RIGHT&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Substring</span><span class="p">(</span>
</span><span id="Spark2-128"><a href="#Spark2-128"><span class="linenos">128</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span>
</span><span id="Spark2-129"><a href="#Spark2-129"><span class="linenos">129</span></a> <span class="n">start</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">Sub</span><span class="p">(</span>
</span><span id="Spark2-130"><a href="#Spark2-130"><span class="linenos">130</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">Length</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2-131"><a href="#Spark2-131"><span class="linenos">131</span></a> <span class="n">expression</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">Add</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="n">expression</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">Literal</span><span class="o">.</span><span class="n">number</span><span class="p">(</span><span class="mi">1</span><span class="p">)),</span>
</span><span id="Spark2-132"><a href="#Spark2-132"><span class="linenos">132</span></a> <span class="p">),</span>
</span><span id="Spark2-133"><a href="#Spark2-133"><span class="linenos">133</span></a> <span class="n">length</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="Spark2-134"><a href="#Spark2-134"><span class="linenos">134</span></a> <span class="p">),</span>
</span><span id="Spark2-135"><a href="#Spark2-135"><span class="linenos">135</span></a> <span class="s2">&quot;APPROX_PERCENTILE&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">ApproxQuantile</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="Spark2-136"><a href="#Spark2-136"><span class="linenos">136</span></a> <span class="s2">&quot;IIF&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">If</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="Spark2-137"><a href="#Spark2-137"><span class="linenos">137</span></a> <span class="s2">&quot;AGGREGATE&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Reduce</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="Spark2-138"><a href="#Spark2-138"><span class="linenos">138</span></a> <span class="s2">&quot;DAYOFWEEK&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfWeek</span><span class="p">(</span>
</span><span id="Spark2-139"><a href="#Spark2-139"><span class="linenos">139</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2-140"><a href="#Spark2-140"><span class="linenos">140</span></a> <span class="p">),</span>
</span><span id="Spark2-141"><a href="#Spark2-141"><span class="linenos">141</span></a> <span class="s2">&quot;DAYOFMONTH&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfMonth</span><span class="p">(</span>
</span><span id="Spark2-142"><a href="#Spark2-142"><span class="linenos">142</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2-143"><a href="#Spark2-143"><span class="linenos">143</span></a> <span class="p">),</span>
</span><span id="Spark2-144"><a href="#Spark2-144"><span class="linenos">144</span></a> <span class="s2">&quot;DAYOFYEAR&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfYear</span><span class="p">(</span>
</span><span id="Spark2-145"><a href="#Spark2-145"><span class="linenos">145</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2-146"><a href="#Spark2-146"><span class="linenos">146</span></a> <span class="p">),</span>
</span><span id="Spark2-147"><a href="#Spark2-147"><span class="linenos">147</span></a> <span class="s2">&quot;WEEKOFYEAR&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">WeekOfYear</span><span class="p">(</span>
</span><span id="Spark2-148"><a href="#Spark2-148"><span class="linenos">148</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2-149"><a href="#Spark2-149"><span class="linenos">149</span></a> <span class="p">),</span>
</span><span id="Spark2-150"><a href="#Spark2-150"><span class="linenos">150</span></a> <span class="s2">&quot;DATE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span> <span class="n">to</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">build</span><span class="p">(</span><span class="s2">&quot;date&quot;</span><span class="p">)),</span>
</span><span id="Spark2-151"><a href="#Spark2-151"><span class="linenos">151</span></a> <span class="s2">&quot;DATE_TRUNC&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">TimestampTrunc</span><span class="p">(</span>
</span><span id="Spark2-152"><a href="#Spark2-152"><span class="linenos">152</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="Spark2-153"><a href="#Spark2-153"><span class="linenos">153</span></a> <span class="n">unit</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2-154"><a href="#Spark2-154"><span class="linenos">154</span></a> <span class="p">),</span>
</span><span id="Spark2-155"><a href="#Spark2-155"><span class="linenos">155</span></a> <span class="s2">&quot;TRUNC&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DateTrunc</span><span class="p">(</span><span class="n">unit</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2-156"><a href="#Spark2-156"><span class="linenos">156</span></a> <span class="s2">&quot;BOOLEAN&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;boolean&quot;</span><span class="p">),</span>
</span><span id="Spark2-157"><a href="#Spark2-157"><span class="linenos">157</span></a> <span class="s2">&quot;DOUBLE&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;double&quot;</span><span class="p">),</span>
</span><span id="Spark2-158"><a href="#Spark2-158"><span class="linenos">158</span></a> <span class="s2">&quot;FLOAT&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;float&quot;</span><span class="p">),</span>
</span><span id="Spark2-159"><a href="#Spark2-159"><span class="linenos">159</span></a> <span class="s2">&quot;INT&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;int&quot;</span><span class="p">),</span>
</span><span id="Spark2-160"><a href="#Spark2-160"><span class="linenos">160</span></a> <span class="s2">&quot;STRING&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;string&quot;</span><span class="p">),</span>
</span><span id="Spark2-161"><a href="#Spark2-161"><span class="linenos">161</span></a> <span class="s2">&quot;TIMESTAMP&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;timestamp&quot;</span><span class="p">),</span>
</span><span id="Spark2-162"><a href="#Spark2-162"><span class="linenos">162</span></a> <span class="p">}</span>
</span><span id="Spark2-163"><a href="#Spark2-163"><span class="linenos">163</span></a>
</span><span id="Spark2-164"><a href="#Spark2-164"><span class="linenos">164</span></a> <span class="n">FUNCTION_PARSERS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Spark2-165"><a href="#Spark2-165"><span class="linenos">165</span></a> <span class="o">**</span><span class="n">parser</span><span class="o">.</span><span class="n">Parser</span><span class="o">.</span><span class="n">FUNCTION_PARSERS</span><span class="p">,</span>
</span><span id="Spark2-166"><a href="#Spark2-166"><span class="linenos">166</span></a> <span class="s2">&quot;BROADCAST&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;BROADCAST&quot;</span><span class="p">),</span>
</span><span id="Spark2-167"><a href="#Spark2-167"><span class="linenos">167</span></a> <span class="s2">&quot;BROADCASTJOIN&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;BROADCASTJOIN&quot;</span><span class="p">),</span>
</span><span id="Spark2-168"><a href="#Spark2-168"><span class="linenos">168</span></a> <span class="s2">&quot;MAPJOIN&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;MAPJOIN&quot;</span><span class="p">),</span>
</span><span id="Spark2-169"><a href="#Spark2-169"><span class="linenos">169</span></a> <span class="s2">&quot;MERGE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;MERGE&quot;</span><span class="p">),</span>
</span><span id="Spark2-170"><a href="#Spark2-170"><span class="linenos">170</span></a> <span class="s2">&quot;SHUFFLEMERGE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;SHUFFLEMERGE&quot;</span><span class="p">),</span>
</span><span id="Spark2-171"><a href="#Spark2-171"><span class="linenos">171</span></a> <span class="s2">&quot;MERGEJOIN&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;MERGEJOIN&quot;</span><span class="p">),</span>
</span><span id="Spark2-172"><a href="#Spark2-172"><span class="linenos">172</span></a> <span class="s2">&quot;SHUFFLE_HASH&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;SHUFFLE_HASH&quot;</span><span class="p">),</span>
</span><span id="Spark2-173"><a href="#Spark2-173"><span class="linenos">173</span></a> <span class="s2">&quot;SHUFFLE_REPLICATE_NL&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;SHUFFLE_REPLICATE_NL&quot;</span><span class="p">),</span>
</span><span id="Spark2-174"><a href="#Spark2-174"><span class="linenos">174</span></a> <span class="p">}</span>
</span><span id="Spark2-175"><a href="#Spark2-175"><span class="linenos">175</span></a>
</span><span id="Spark2-176"><a href="#Spark2-176"><span class="linenos">176</span></a> <span class="k">def</span> <span class="nf">_parse_add_column</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]:</span>
</span><span id="Spark2-177"><a href="#Spark2-177"><span class="linenos">177</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_match_text_seq</span><span class="p">(</span><span class="s2">&quot;ADD&quot;</span><span class="p">,</span> <span class="s2">&quot;COLUMNS&quot;</span><span class="p">)</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_schema</span><span class="p">()</span>
</span><span id="Spark2-178"><a href="#Spark2-178"><span class="linenos">178</span></a>
</span><span id="Spark2-179"><a href="#Spark2-179"><span class="linenos">179</span></a> <span class="k">def</span> <span class="nf">_parse_drop_column</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]:</span>
</span><span id="Spark2-180"><a href="#Spark2-180"><span class="linenos">180</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_match_text_seq</span><span class="p">(</span><span class="s2">&quot;DROP&quot;</span><span class="p">,</span> <span class="s2">&quot;COLUMNS&quot;</span><span class="p">)</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="p">(</span>
</span><span id="Spark2-181"><a href="#Spark2-181"><span class="linenos">181</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Drop</span><span class="p">,</span>
</span><span id="Spark2-182"><a href="#Spark2-182"><span class="linenos">182</span></a> <span class="n">this</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_parse_schema</span><span class="p">(),</span>
</span><span id="Spark2-183"><a href="#Spark2-183"><span class="linenos">183</span></a> <span class="n">kind</span><span class="o">=</span><span class="s2">&quot;COLUMNS&quot;</span><span class="p">,</span>
</span><span id="Spark2-184"><a href="#Spark2-184"><span class="linenos">184</span></a> <span class="p">)</span>
</span><span id="Spark2-116"><a href="#Spark2-116"><span class="linenos">116</span></a> <span class="n">expression</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="Spark2-117"><a href="#Spark2-117"><span class="linenos">117</span></a> <span class="p">),</span>
</span><span id="Spark2-118"><a href="#Spark2-118"><span class="linenos">118</span></a> <span class="s2">&quot;SHIFTRIGHT&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseRightShift</span><span class="p">(</span>
</span><span id="Spark2-119"><a href="#Spark2-119"><span class="linenos">119</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span>
</span><span id="Spark2-120"><a href="#Spark2-120"><span class="linenos">120</span></a> <span class="n">expression</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="Spark2-121"><a href="#Spark2-121"><span class="linenos">121</span></a> <span class="p">),</span>
</span><span id="Spark2-122"><a href="#Spark2-122"><span class="linenos">122</span></a> <span class="s2">&quot;APPROX_PERCENTILE&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">ApproxQuantile</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="Spark2-123"><a href="#Spark2-123"><span class="linenos">123</span></a> <span class="s2">&quot;IIF&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">If</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="Spark2-124"><a href="#Spark2-124"><span class="linenos">124</span></a> <span class="s2">&quot;AGGREGATE&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Reduce</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="Spark2-125"><a href="#Spark2-125"><span class="linenos">125</span></a> <span class="s2">&quot;DAYOFWEEK&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfWeek</span><span class="p">(</span>
</span><span id="Spark2-126"><a href="#Spark2-126"><span class="linenos">126</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2-127"><a href="#Spark2-127"><span class="linenos">127</span></a> <span class="p">),</span>
</span><span id="Spark2-128"><a href="#Spark2-128"><span class="linenos">128</span></a> <span class="s2">&quot;DAYOFMONTH&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfMonth</span><span class="p">(</span>
</span><span id="Spark2-129"><a href="#Spark2-129"><span class="linenos">129</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2-130"><a href="#Spark2-130"><span class="linenos">130</span></a> <span class="p">),</span>
</span><span id="Spark2-131"><a href="#Spark2-131"><span class="linenos">131</span></a> <span class="s2">&quot;DAYOFYEAR&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfYear</span><span class="p">(</span>
</span><span id="Spark2-132"><a href="#Spark2-132"><span class="linenos">132</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2-133"><a href="#Spark2-133"><span class="linenos">133</span></a> <span class="p">),</span>
</span><span id="Spark2-134"><a href="#Spark2-134"><span class="linenos">134</span></a> <span class="s2">&quot;WEEKOFYEAR&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">WeekOfYear</span><span class="p">(</span>
</span><span id="Spark2-135"><a href="#Spark2-135"><span class="linenos">135</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2-136"><a href="#Spark2-136"><span class="linenos">136</span></a> <span class="p">),</span>
</span><span id="Spark2-137"><a href="#Spark2-137"><span class="linenos">137</span></a> <span class="s2">&quot;DATE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span> <span class="n">to</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">build</span><span class="p">(</span><span class="s2">&quot;date&quot;</span><span class="p">)),</span>
</span><span id="Spark2-138"><a href="#Spark2-138"><span class="linenos">138</span></a> <span class="s2">&quot;DATE_TRUNC&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">TimestampTrunc</span><span class="p">(</span>
</span><span id="Spark2-139"><a href="#Spark2-139"><span class="linenos">139</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="Spark2-140"><a href="#Spark2-140"><span class="linenos">140</span></a> <span class="n">unit</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2-141"><a href="#Spark2-141"><span class="linenos">141</span></a> <span class="p">),</span>
</span><span id="Spark2-142"><a href="#Spark2-142"><span class="linenos">142</span></a> <span class="s2">&quot;TRUNC&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DateTrunc</span><span class="p">(</span><span class="n">unit</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2-143"><a href="#Spark2-143"><span class="linenos">143</span></a> <span class="s2">&quot;BOOLEAN&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;boolean&quot;</span><span class="p">),</span>
</span><span id="Spark2-144"><a href="#Spark2-144"><span class="linenos">144</span></a> <span class="s2">&quot;DOUBLE&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;double&quot;</span><span class="p">),</span>
</span><span id="Spark2-145"><a href="#Spark2-145"><span class="linenos">145</span></a> <span class="s2">&quot;FLOAT&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;float&quot;</span><span class="p">),</span>
</span><span id="Spark2-146"><a href="#Spark2-146"><span class="linenos">146</span></a> <span class="s2">&quot;INT&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;int&quot;</span><span class="p">),</span>
</span><span id="Spark2-147"><a href="#Spark2-147"><span class="linenos">147</span></a> <span class="s2">&quot;STRING&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;string&quot;</span><span class="p">),</span>
</span><span id="Spark2-148"><a href="#Spark2-148"><span class="linenos">148</span></a> <span class="s2">&quot;TIMESTAMP&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;timestamp&quot;</span><span class="p">),</span>
</span><span id="Spark2-149"><a href="#Spark2-149"><span class="linenos">149</span></a> <span class="p">}</span>
</span><span id="Spark2-150"><a href="#Spark2-150"><span class="linenos">150</span></a>
</span><span id="Spark2-151"><a href="#Spark2-151"><span class="linenos">151</span></a> <span class="n">FUNCTION_PARSERS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Spark2-152"><a href="#Spark2-152"><span class="linenos">152</span></a> <span class="o">**</span><span class="n">parser</span><span class="o">.</span><span class="n">Parser</span><span class="o">.</span><span class="n">FUNCTION_PARSERS</span><span class="p">,</span>
</span><span id="Spark2-153"><a href="#Spark2-153"><span class="linenos">153</span></a> <span class="s2">&quot;BROADCAST&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;BROADCAST&quot;</span><span class="p">),</span>
</span><span id="Spark2-154"><a href="#Spark2-154"><span class="linenos">154</span></a> <span class="s2">&quot;BROADCASTJOIN&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;BROADCASTJOIN&quot;</span><span class="p">),</span>
</span><span id="Spark2-155"><a href="#Spark2-155"><span class="linenos">155</span></a> <span class="s2">&quot;MAPJOIN&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;MAPJOIN&quot;</span><span class="p">),</span>
</span><span id="Spark2-156"><a href="#Spark2-156"><span class="linenos">156</span></a> <span class="s2">&quot;MERGE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;MERGE&quot;</span><span class="p">),</span>
</span><span id="Spark2-157"><a href="#Spark2-157"><span class="linenos">157</span></a> <span class="s2">&quot;SHUFFLEMERGE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;SHUFFLEMERGE&quot;</span><span class="p">),</span>
</span><span id="Spark2-158"><a href="#Spark2-158"><span class="linenos">158</span></a> <span class="s2">&quot;MERGEJOIN&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;MERGEJOIN&quot;</span><span class="p">),</span>
</span><span id="Spark2-159"><a href="#Spark2-159"><span class="linenos">159</span></a> <span class="s2">&quot;SHUFFLE_HASH&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;SHUFFLE_HASH&quot;</span><span class="p">),</span>
</span><span id="Spark2-160"><a href="#Spark2-160"><span class="linenos">160</span></a> <span class="s2">&quot;SHUFFLE_REPLICATE_NL&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;SHUFFLE_REPLICATE_NL&quot;</span><span class="p">),</span>
</span><span id="Spark2-161"><a href="#Spark2-161"><span class="linenos">161</span></a> <span class="p">}</span>
</span><span id="Spark2-162"><a href="#Spark2-162"><span class="linenos">162</span></a>
</span><span id="Spark2-163"><a href="#Spark2-163"><span class="linenos">163</span></a> <span class="k">def</span> <span class="nf">_parse_add_column</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]:</span>
</span><span id="Spark2-164"><a href="#Spark2-164"><span class="linenos">164</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_match_text_seq</span><span class="p">(</span><span class="s2">&quot;ADD&quot;</span><span class="p">,</span> <span class="s2">&quot;COLUMNS&quot;</span><span class="p">)</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_schema</span><span class="p">()</span>
</span><span id="Spark2-165"><a href="#Spark2-165"><span class="linenos">165</span></a>
</span><span id="Spark2-166"><a href="#Spark2-166"><span class="linenos">166</span></a> <span class="k">def</span> <span class="nf">_parse_drop_column</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]:</span>
</span><span id="Spark2-167"><a href="#Spark2-167"><span class="linenos">167</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_match_text_seq</span><span class="p">(</span><span class="s2">&quot;DROP&quot;</span><span class="p">,</span> <span class="s2">&quot;COLUMNS&quot;</span><span class="p">)</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="p">(</span>
</span><span id="Spark2-168"><a href="#Spark2-168"><span class="linenos">168</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Drop</span><span class="p">,</span>
</span><span id="Spark2-169"><a href="#Spark2-169"><span class="linenos">169</span></a> <span class="n">this</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_parse_schema</span><span class="p">(),</span>
</span><span id="Spark2-170"><a href="#Spark2-170"><span class="linenos">170</span></a> <span class="n">kind</span><span class="o">=</span><span class="s2">&quot;COLUMNS&quot;</span><span class="p">,</span>
</span><span id="Spark2-171"><a href="#Spark2-171"><span class="linenos">171</span></a> <span class="p">)</span>
</span><span id="Spark2-172"><a href="#Spark2-172"><span class="linenos">172</span></a>
</span><span id="Spark2-173"><a href="#Spark2-173"><span class="linenos">173</span></a> <span class="k">def</span> <span class="nf">_pivot_column_names</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">aggregations</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">])</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span>
</span><span id="Spark2-174"><a href="#Spark2-174"><span class="linenos">174</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">aggregations</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
</span><span id="Spark2-175"><a href="#Spark2-175"><span class="linenos">175</span></a> <span class="k">return</span> <span class="p">[</span><span class="s2">&quot;&quot;</span><span class="p">]</span>
</span><span id="Spark2-176"><a href="#Spark2-176"><span class="linenos">176</span></a> <span class="k">return</span> <span class="n">pivot_column_names</span><span class="p">(</span><span class="n">aggregations</span><span class="p">,</span> <span class="n">dialect</span><span class="o">=</span><span class="s2">&quot;spark&quot;</span><span class="p">)</span>
</span><span id="Spark2-177"><a href="#Spark2-177"><span class="linenos">177</span></a>
</span><span id="Spark2-178"><a href="#Spark2-178"><span class="linenos">178</span></a> <span class="k">class</span> <span class="nc">Generator</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="p">):</span>
</span><span id="Spark2-179"><a href="#Spark2-179"><span class="linenos">179</span></a> <span class="n">TYPE_MAPPING</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Spark2-180"><a href="#Spark2-180"><span class="linenos">180</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TYPE_MAPPING</span><span class="p">,</span>
</span><span id="Spark2-181"><a href="#Spark2-181"><span class="linenos">181</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">TINYINT</span><span class="p">:</span> <span class="s2">&quot;BYTE&quot;</span><span class="p">,</span>
</span><span id="Spark2-182"><a href="#Spark2-182"><span class="linenos">182</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">SMALLINT</span><span class="p">:</span> <span class="s2">&quot;SHORT&quot;</span><span class="p">,</span>
</span><span id="Spark2-183"><a href="#Spark2-183"><span class="linenos">183</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">BIGINT</span><span class="p">:</span> <span class="s2">&quot;LONG&quot;</span><span class="p">,</span>
</span><span id="Spark2-184"><a href="#Spark2-184"><span class="linenos">184</span></a> <span class="p">}</span>
</span><span id="Spark2-185"><a href="#Spark2-185"><span class="linenos">185</span></a>
</span><span id="Spark2-186"><a href="#Spark2-186"><span class="linenos">186</span></a> <span class="k">def</span> <span class="nf">_pivot_column_names</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">aggregations</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">])</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span>
</span><span id="Spark2-187"><a href="#Spark2-187"><span class="linenos">187</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">aggregations</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
</span><span id="Spark2-188"><a href="#Spark2-188"><span class="linenos">188</span></a> <span class="k">return</span> <span class="p">[</span><span class="s2">&quot;&quot;</span><span class="p">]</span>
</span><span id="Spark2-189"><a href="#Spark2-189"><span class="linenos">189</span></a> <span class="k">return</span> <span class="n">pivot_column_names</span><span class="p">(</span><span class="n">aggregations</span><span class="p">,</span> <span class="n">dialect</span><span class="o">=</span><span class="s2">&quot;spark&quot;</span><span class="p">)</span>
</span><span id="Spark2-190"><a href="#Spark2-190"><span class="linenos">190</span></a>
</span><span id="Spark2-191"><a href="#Spark2-191"><span class="linenos">191</span></a> <span class="k">class</span> <span class="nc">Generator</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="p">):</span>
</span><span id="Spark2-192"><a href="#Spark2-192"><span class="linenos">192</span></a> <span class="n">TYPE_MAPPING</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Spark2-193"><a href="#Spark2-193"><span class="linenos">193</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TYPE_MAPPING</span><span class="p">,</span>
</span><span id="Spark2-194"><a href="#Spark2-194"><span class="linenos">194</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">TINYINT</span><span class="p">:</span> <span class="s2">&quot;BYTE&quot;</span><span class="p">,</span>
</span><span id="Spark2-195"><a href="#Spark2-195"><span class="linenos">195</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">SMALLINT</span><span class="p">:</span> <span class="s2">&quot;SHORT&quot;</span><span class="p">,</span>
</span><span id="Spark2-196"><a href="#Spark2-196"><span class="linenos">196</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">BIGINT</span><span class="p">:</span> <span class="s2">&quot;LONG&quot;</span><span class="p">,</span>
</span><span id="Spark2-197"><a href="#Spark2-197"><span class="linenos">197</span></a> <span class="p">}</span>
</span><span id="Spark2-198"><a href="#Spark2-198"><span class="linenos">198</span></a>
</span><span id="Spark2-199"><a href="#Spark2-199"><span class="linenos">199</span></a> <span class="n">PROPERTIES_LOCATION</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Spark2-200"><a href="#Spark2-200"><span class="linenos">200</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">PROPERTIES_LOCATION</span><span class="p">,</span>
</span><span id="Spark2-201"><a href="#Spark2-201"><span class="linenos">201</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">EngineProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="Spark2-202"><a href="#Spark2-202"><span class="linenos">202</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">AutoIncrementProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="Spark2-203"><a href="#Spark2-203"><span class="linenos">203</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">CharacterSetProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="Spark2-204"><a href="#Spark2-204"><span class="linenos">204</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">CollateProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="Spark2-205"><a href="#Spark2-205"><span class="linenos">205</span></a> <span class="p">}</span>
</span><span id="Spark2-206"><a href="#Spark2-206"><span class="linenos">206</span></a>
</span><span id="Spark2-207"><a href="#Spark2-207"><span class="linenos">207</span></a> <span class="n">TRANSFORMS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Spark2-208"><a href="#Spark2-208"><span class="linenos">208</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TRANSFORMS</span><span class="p">,</span>
</span><span id="Spark2-209"><a href="#Spark2-209"><span class="linenos">209</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">ApproxDistinct</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;APPROX_COUNT_DISTINCT&quot;</span><span class="p">),</span>
</span><span id="Spark2-210"><a href="#Spark2-210"><span class="linenos">210</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">ArraySum</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;AGGREGATE(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;this&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">, 0, (acc, x) -&gt; acc + x, acc -&gt; acc)&quot;</span><span class="p">,</span>
</span><span id="Spark2-211"><a href="#Spark2-211"><span class="linenos">211</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">AtTimeZone</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;FROM_UTC_TIMESTAMP(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;this&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">, </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;zone&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="Spark2-212"><a href="#Spark2-212"><span class="linenos">212</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseLeftShift</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;SHIFTLEFT&quot;</span><span class="p">),</span>
</span><span id="Spark2-213"><a href="#Spark2-213"><span class="linenos">213</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseRightShift</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;SHIFTRIGHT&quot;</span><span class="p">),</span>
</span><span id="Spark2-214"><a href="#Spark2-214"><span class="linenos">214</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Create</span><span class="p">:</span> <span class="n">_create_sql</span><span class="p">,</span>
</span><span id="Spark2-215"><a href="#Spark2-215"><span class="linenos">215</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateFromParts</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;MAKE_DATE&quot;</span><span class="p">),</span>
</span><span id="Spark2-216"><a href="#Spark2-216"><span class="linenos">216</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateTrunc</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;TRUNC&quot;</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)),</span>
</span><span id="Spark2-217"><a href="#Spark2-217"><span class="linenos">217</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfMonth</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;DAYOFMONTH&quot;</span><span class="p">),</span>
</span><span id="Spark2-218"><a href="#Spark2-218"><span class="linenos">218</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfWeek</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;DAYOFWEEK&quot;</span><span class="p">),</span>
</span><span id="Spark2-219"><a href="#Spark2-219"><span class="linenos">219</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfYear</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;DAYOFYEAR&quot;</span><span class="p">),</span>
</span><span id="Spark2-220"><a href="#Spark2-220"><span class="linenos">220</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">FileFormatProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;USING </span><span class="si">{</span><span class="n">e</span><span class="o">.</span><span class="n">name</span><span class="o">.</span><span class="n">upper</span><span class="p">()</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">,</span>
</span><span id="Spark2-221"><a href="#Spark2-221"><span class="linenos">221</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">([</span><span class="n">_unalias_pivot</span><span class="p">]),</span>
</span><span id="Spark2-222"><a href="#Spark2-222"><span class="linenos">222</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Hint</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot; /*+ </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">expressions</span><span class="p">(</span><span class="n">e</span><span class="p">)</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span><span class="si">}</span><span class="s2"> */&quot;</span><span class="p">,</span>
</span><span id="Spark2-223"><a href="#Spark2-223"><span class="linenos">223</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">LogicalAnd</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;BOOL_AND&quot;</span><span class="p">),</span>
</span><span id="Spark2-224"><a href="#Spark2-224"><span class="linenos">224</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">LogicalOr</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;BOOL_OR&quot;</span><span class="p">),</span>
</span><span id="Spark2-225"><a href="#Spark2-225"><span class="linenos">225</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Map</span><span class="p">:</span> <span class="n">_map_sql</span><span class="p">,</span>
</span><span id="Spark2-226"><a href="#Spark2-226"><span class="linenos">226</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Pivot</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">([</span><span class="n">_unqualify_pivot_columns</span><span class="p">]),</span>
</span><span id="Spark2-227"><a href="#Spark2-227"><span class="linenos">227</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Reduce</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;AGGREGATE&quot;</span><span class="p">),</span>
</span><span id="Spark2-228"><a href="#Spark2-228"><span class="linenos">228</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">StrToDate</span><span class="p">:</span> <span class="n">_str_to_date</span><span class="p">,</span>
</span><span id="Spark2-229"><a href="#Spark2-229"><span class="linenos">229</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">StrToTime</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;TO_TIMESTAMP(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;this&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">, </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">format_time</span><span class="p">(</span><span class="n">e</span><span class="p">)</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="Spark2-230"><a href="#Spark2-230"><span class="linenos">230</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">TimestampTrunc</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span>
</span><span id="Spark2-231"><a href="#Spark2-231"><span class="linenos">231</span></a> <span class="s2">&quot;DATE_TRUNC&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Literal</span><span class="o">.</span><span class="n">string</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)),</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span>
</span><span id="Spark2-232"><a href="#Spark2-232"><span class="linenos">232</span></a> <span class="p">),</span>
</span><span id="Spark2-233"><a href="#Spark2-233"><span class="linenos">233</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Trim</span><span class="p">:</span> <span class="n">trim_sql</span><span class="p">,</span>
</span><span id="Spark2-234"><a href="#Spark2-234"><span class="linenos">234</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">UnixToTime</span><span class="p">:</span> <span class="n">_unix_to_time_sql</span><span class="p">,</span>
</span><span id="Spark2-235"><a href="#Spark2-235"><span class="linenos">235</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">VariancePop</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;VAR_POP&quot;</span><span class="p">),</span>
</span><span id="Spark2-236"><a href="#Spark2-236"><span class="linenos">236</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">WeekOfYear</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;WEEKOFYEAR&quot;</span><span class="p">),</span>
</span><span id="Spark2-237"><a href="#Spark2-237"><span class="linenos">237</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">WithinGroup</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">(</span>
</span><span id="Spark2-238"><a href="#Spark2-238"><span class="linenos">238</span></a> <span class="p">[</span><span class="n">transforms</span><span class="o">.</span><span class="n">remove_within_group_for_percentiles</span><span class="p">]</span>
</span><span id="Spark2-239"><a href="#Spark2-239"><span class="linenos">239</span></a> <span class="p">),</span>
</span><span id="Spark2-240"><a href="#Spark2-240"><span class="linenos">240</span></a> <span class="p">}</span>
</span><span id="Spark2-241"><a href="#Spark2-241"><span class="linenos">241</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">ArrayJoin</span><span class="p">)</span>
</span><span id="Spark2-242"><a href="#Spark2-242"><span class="linenos">242</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">ArraySort</span><span class="p">)</span>
</span><span id="Spark2-243"><a href="#Spark2-243"><span class="linenos">243</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">ILike</span><span class="p">)</span>
</span><span id="Spark2-244"><a href="#Spark2-244"><span class="linenos">244</span></a>
</span><span id="Spark2-245"><a href="#Spark2-245"><span class="linenos">245</span></a> <span class="n">WRAP_DERIVED_VALUES</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="Spark2-246"><a href="#Spark2-246"><span class="linenos">246</span></a> <span class="n">CREATE_FUNCTION_RETURN_AS</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="Spark2-247"><a href="#Spark2-247"><span class="linenos">247</span></a>
</span><span id="Spark2-248"><a href="#Spark2-248"><span class="linenos">248</span></a> <span class="k">def</span> <span class="nf">cast_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Spark2-249"><a href="#Spark2-249"><span class="linenos">249</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span>
</span><span id="Spark2-250"><a href="#Spark2-250"><span class="linenos">250</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">JSON</span>
</span><span id="Spark2-251"><a href="#Spark2-251"><span class="linenos">251</span></a> <span class="p">):</span>
</span><span id="Spark2-252"><a href="#Spark2-252"><span class="linenos">252</span></a> <span class="n">schema</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;&#39;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;to&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">&#39;&quot;</span>
</span><span id="Spark2-253"><a href="#Spark2-253"><span class="linenos">253</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;FROM_JSON&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">schema</span><span class="p">)</span>
</span><span id="Spark2-254"><a href="#Spark2-254"><span class="linenos">254</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">to</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">JSON</span><span class="p">):</span>
</span><span id="Spark2-255"><a href="#Spark2-255"><span class="linenos">255</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;TO_JSON&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">)</span>
</span><span id="Spark2-256"><a href="#Spark2-256"><span class="linenos">256</span></a>
</span><span id="Spark2-257"><a href="#Spark2-257"><span class="linenos">257</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="n">cast_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="Spark2-258"><a href="#Spark2-258"><span class="linenos">258</span></a>
</span><span id="Spark2-259"><a href="#Spark2-259"><span class="linenos">259</span></a> <span class="k">def</span> <span class="nf">columndef_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">ColumnDef</span><span class="p">,</span> <span class="n">sep</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot; &quot;</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Spark2-260"><a href="#Spark2-260"><span class="linenos">260</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">columndef_sql</span><span class="p">(</span>
</span><span id="Spark2-261"><a href="#Spark2-261"><span class="linenos">261</span></a> <span class="n">expression</span><span class="p">,</span>
</span><span id="Spark2-262"><a href="#Spark2-262"><span class="linenos">262</span></a> <span class="n">sep</span><span class="o">=</span><span class="s2">&quot;: &quot;</span>
</span><span id="Spark2-263"><a href="#Spark2-263"><span class="linenos">263</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span>
</span><span id="Spark2-264"><a href="#Spark2-264"><span class="linenos">264</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">STRUCT</span><span class="p">)</span>
</span><span id="Spark2-265"><a href="#Spark2-265"><span class="linenos">265</span></a> <span class="k">else</span> <span class="n">sep</span><span class="p">,</span>
</span><span id="Spark2-266"><a href="#Spark2-266"><span class="linenos">266</span></a> <span class="p">)</span>
</span><span id="Spark2-267"><a href="#Spark2-267"><span class="linenos">267</span></a>
</span><span id="Spark2-268"><a href="#Spark2-268"><span class="linenos">268</span></a> <span class="k">class</span> <span class="nc">Tokenizer</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Tokenizer</span><span class="p">):</span>
</span><span id="Spark2-269"><a href="#Spark2-269"><span class="linenos">269</span></a> <span class="n">HEX_STRINGS</span> <span class="o">=</span> <span class="p">[(</span><span class="s2">&quot;X&#39;&quot;</span><span class="p">,</span> <span class="s2">&quot;&#39;&quot;</span><span class="p">)]</span>
</span><span id="Spark2-186"><a href="#Spark2-186"><span class="linenos">186</span></a> <span class="n">PROPERTIES_LOCATION</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Spark2-187"><a href="#Spark2-187"><span class="linenos">187</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">PROPERTIES_LOCATION</span><span class="p">,</span>
</span><span id="Spark2-188"><a href="#Spark2-188"><span class="linenos">188</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">EngineProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="Spark2-189"><a href="#Spark2-189"><span class="linenos">189</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">AutoIncrementProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="Spark2-190"><a href="#Spark2-190"><span class="linenos">190</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">CharacterSetProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="Spark2-191"><a href="#Spark2-191"><span class="linenos">191</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">CollateProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="Spark2-192"><a href="#Spark2-192"><span class="linenos">192</span></a> <span class="p">}</span>
</span><span id="Spark2-193"><a href="#Spark2-193"><span class="linenos">193</span></a>
</span><span id="Spark2-194"><a href="#Spark2-194"><span class="linenos">194</span></a> <span class="n">TRANSFORMS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Spark2-195"><a href="#Spark2-195"><span class="linenos">195</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TRANSFORMS</span><span class="p">,</span>
</span><span id="Spark2-196"><a href="#Spark2-196"><span class="linenos">196</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">ApproxDistinct</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;APPROX_COUNT_DISTINCT&quot;</span><span class="p">),</span>
</span><span id="Spark2-197"><a href="#Spark2-197"><span class="linenos">197</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">ArraySum</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;AGGREGATE(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;this&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">, 0, (acc, x) -&gt; acc + x, acc -&gt; acc)&quot;</span><span class="p">,</span>
</span><span id="Spark2-198"><a href="#Spark2-198"><span class="linenos">198</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">AtTimeZone</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;FROM_UTC_TIMESTAMP(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;this&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">, </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;zone&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="Spark2-199"><a href="#Spark2-199"><span class="linenos">199</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseLeftShift</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;SHIFTLEFT&quot;</span><span class="p">),</span>
</span><span id="Spark2-200"><a href="#Spark2-200"><span class="linenos">200</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseRightShift</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;SHIFTRIGHT&quot;</span><span class="p">),</span>
</span><span id="Spark2-201"><a href="#Spark2-201"><span class="linenos">201</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Create</span><span class="p">:</span> <span class="n">_create_sql</span><span class="p">,</span>
</span><span id="Spark2-202"><a href="#Spark2-202"><span class="linenos">202</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateFromParts</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;MAKE_DATE&quot;</span><span class="p">),</span>
</span><span id="Spark2-203"><a href="#Spark2-203"><span class="linenos">203</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateTrunc</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;TRUNC&quot;</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)),</span>
</span><span id="Spark2-204"><a href="#Spark2-204"><span class="linenos">204</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfMonth</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;DAYOFMONTH&quot;</span><span class="p">),</span>
</span><span id="Spark2-205"><a href="#Spark2-205"><span class="linenos">205</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfWeek</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;DAYOFWEEK&quot;</span><span class="p">),</span>
</span><span id="Spark2-206"><a href="#Spark2-206"><span class="linenos">206</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfYear</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;DAYOFYEAR&quot;</span><span class="p">),</span>
</span><span id="Spark2-207"><a href="#Spark2-207"><span class="linenos">207</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">FileFormatProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;USING </span><span class="si">{</span><span class="n">e</span><span class="o">.</span><span class="n">name</span><span class="o">.</span><span class="n">upper</span><span class="p">()</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">,</span>
</span><span id="Spark2-208"><a href="#Spark2-208"><span class="linenos">208</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">([</span><span class="n">_unalias_pivot</span><span class="p">]),</span>
</span><span id="Spark2-209"><a href="#Spark2-209"><span class="linenos">209</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Hint</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot; /*+ </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">expressions</span><span class="p">(</span><span class="n">e</span><span class="p">)</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span><span class="si">}</span><span class="s2"> */&quot;</span><span class="p">,</span>
</span><span id="Spark2-210"><a href="#Spark2-210"><span class="linenos">210</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">LogicalAnd</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;BOOL_AND&quot;</span><span class="p">),</span>
</span><span id="Spark2-211"><a href="#Spark2-211"><span class="linenos">211</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">LogicalOr</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;BOOL_OR&quot;</span><span class="p">),</span>
</span><span id="Spark2-212"><a href="#Spark2-212"><span class="linenos">212</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Map</span><span class="p">:</span> <span class="n">_map_sql</span><span class="p">,</span>
</span><span id="Spark2-213"><a href="#Spark2-213"><span class="linenos">213</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Pivot</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">([</span><span class="n">_unqualify_pivot_columns</span><span class="p">]),</span>
</span><span id="Spark2-214"><a href="#Spark2-214"><span class="linenos">214</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Reduce</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;AGGREGATE&quot;</span><span class="p">),</span>
</span><span id="Spark2-215"><a href="#Spark2-215"><span class="linenos">215</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">StrToDate</span><span class="p">:</span> <span class="n">_str_to_date</span><span class="p">,</span>
</span><span id="Spark2-216"><a href="#Spark2-216"><span class="linenos">216</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">StrToTime</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;TO_TIMESTAMP(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;this&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">, </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">format_time</span><span class="p">(</span><span class="n">e</span><span class="p">)</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="Spark2-217"><a href="#Spark2-217"><span class="linenos">217</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">TimestampTrunc</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span>
</span><span id="Spark2-218"><a href="#Spark2-218"><span class="linenos">218</span></a> <span class="s2">&quot;DATE_TRUNC&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Literal</span><span class="o">.</span><span class="n">string</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)),</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span>
</span><span id="Spark2-219"><a href="#Spark2-219"><span class="linenos">219</span></a> <span class="p">),</span>
</span><span id="Spark2-220"><a href="#Spark2-220"><span class="linenos">220</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Trim</span><span class="p">:</span> <span class="n">trim_sql</span><span class="p">,</span>
</span><span id="Spark2-221"><a href="#Spark2-221"><span class="linenos">221</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">UnixToTime</span><span class="p">:</span> <span class="n">_unix_to_time_sql</span><span class="p">,</span>
</span><span id="Spark2-222"><a href="#Spark2-222"><span class="linenos">222</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">VariancePop</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;VAR_POP&quot;</span><span class="p">),</span>
</span><span id="Spark2-223"><a href="#Spark2-223"><span class="linenos">223</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">WeekOfYear</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;WEEKOFYEAR&quot;</span><span class="p">),</span>
</span><span id="Spark2-224"><a href="#Spark2-224"><span class="linenos">224</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">WithinGroup</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">(</span>
</span><span id="Spark2-225"><a href="#Spark2-225"><span class="linenos">225</span></a> <span class="p">[</span><span class="n">transforms</span><span class="o">.</span><span class="n">remove_within_group_for_percentiles</span><span class="p">]</span>
</span><span id="Spark2-226"><a href="#Spark2-226"><span class="linenos">226</span></a> <span class="p">),</span>
</span><span id="Spark2-227"><a href="#Spark2-227"><span class="linenos">227</span></a> <span class="p">}</span>
</span><span id="Spark2-228"><a href="#Spark2-228"><span class="linenos">228</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">ArrayJoin</span><span class="p">)</span>
</span><span id="Spark2-229"><a href="#Spark2-229"><span class="linenos">229</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">ArraySort</span><span class="p">)</span>
</span><span id="Spark2-230"><a href="#Spark2-230"><span class="linenos">230</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">ILike</span><span class="p">)</span>
</span><span id="Spark2-231"><a href="#Spark2-231"><span class="linenos">231</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Left</span><span class="p">)</span>
</span><span id="Spark2-232"><a href="#Spark2-232"><span class="linenos">232</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Right</span><span class="p">)</span>
</span><span id="Spark2-233"><a href="#Spark2-233"><span class="linenos">233</span></a>
</span><span id="Spark2-234"><a href="#Spark2-234"><span class="linenos">234</span></a> <span class="n">WRAP_DERIVED_VALUES</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="Spark2-235"><a href="#Spark2-235"><span class="linenos">235</span></a> <span class="n">CREATE_FUNCTION_RETURN_AS</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="Spark2-236"><a href="#Spark2-236"><span class="linenos">236</span></a>
</span><span id="Spark2-237"><a href="#Spark2-237"><span class="linenos">237</span></a> <span class="k">def</span> <span class="nf">cast_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Spark2-238"><a href="#Spark2-238"><span class="linenos">238</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;json&quot;</span><span class="p">):</span>
</span><span id="Spark2-239"><a href="#Spark2-239"><span class="linenos">239</span></a> <span class="n">schema</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;&#39;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;to&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">&#39;&quot;</span>
</span><span id="Spark2-240"><a href="#Spark2-240"><span class="linenos">240</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;FROM_JSON&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">schema</span><span class="p">)</span>
</span><span id="Spark2-241"><a href="#Spark2-241"><span class="linenos">241</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;json&quot;</span><span class="p">):</span>
</span><span id="Spark2-242"><a href="#Spark2-242"><span class="linenos">242</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;TO_JSON&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">)</span>
</span><span id="Spark2-243"><a href="#Spark2-243"><span class="linenos">243</span></a>
</span><span id="Spark2-244"><a href="#Spark2-244"><span class="linenos">244</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="n">cast_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="Spark2-245"><a href="#Spark2-245"><span class="linenos">245</span></a>
</span><span id="Spark2-246"><a href="#Spark2-246"><span class="linenos">246</span></a> <span class="k">def</span> <span class="nf">columndef_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">ColumnDef</span><span class="p">,</span> <span class="n">sep</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot; &quot;</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Spark2-247"><a href="#Spark2-247"><span class="linenos">247</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">columndef_sql</span><span class="p">(</span>
</span><span id="Spark2-248"><a href="#Spark2-248"><span class="linenos">248</span></a> <span class="n">expression</span><span class="p">,</span>
</span><span id="Spark2-249"><a href="#Spark2-249"><span class="linenos">249</span></a> <span class="n">sep</span><span class="o">=</span><span class="s2">&quot;: &quot;</span>
</span><span id="Spark2-250"><a href="#Spark2-250"><span class="linenos">250</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span>
</span><span id="Spark2-251"><a href="#Spark2-251"><span class="linenos">251</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;struct&quot;</span><span class="p">)</span>
</span><span id="Spark2-252"><a href="#Spark2-252"><span class="linenos">252</span></a> <span class="k">else</span> <span class="n">sep</span><span class="p">,</span>
</span><span id="Spark2-253"><a href="#Spark2-253"><span class="linenos">253</span></a> <span class="p">)</span>
</span><span id="Spark2-254"><a href="#Spark2-254"><span class="linenos">254</span></a>
</span><span id="Spark2-255"><a href="#Spark2-255"><span class="linenos">255</span></a> <span class="k">class</span> <span class="nc">Tokenizer</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Tokenizer</span><span class="p">):</span>
</span><span id="Spark2-256"><a href="#Spark2-256"><span class="linenos">256</span></a> <span class="n">HEX_STRINGS</span> <span class="o">=</span> <span class="p">[(</span><span class="s2">&quot;X&#39;&quot;</span><span class="p">,</span> <span class="s2">&quot;&#39;&quot;</span><span class="p">)]</span>
</span></pre></div>
@ -567,82 +541,69 @@
</span><span id="Spark2.Parser-111"><a href="#Spark2.Parser-111"><span class="linenos">111</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Parser</span><span class="o">.</span><span class="n">FUNCTIONS</span><span class="p">,</span>
</span><span id="Spark2.Parser-112"><a href="#Spark2.Parser-112"><span class="linenos">112</span></a> <span class="s2">&quot;MAP_FROM_ARRAYS&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Map</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="Spark2.Parser-113"><a href="#Spark2.Parser-113"><span class="linenos">113</span></a> <span class="s2">&quot;TO_UNIX_TIMESTAMP&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">StrToUnix</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="Spark2.Parser-114"><a href="#Spark2.Parser-114"><span class="linenos">114</span></a> <span class="s2">&quot;LEFT&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Substring</span><span class="p">(</span>
</span><span id="Spark2.Parser-114"><a href="#Spark2.Parser-114"><span class="linenos">114</span></a> <span class="s2">&quot;SHIFTLEFT&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseLeftShift</span><span class="p">(</span>
</span><span id="Spark2.Parser-115"><a href="#Spark2.Parser-115"><span class="linenos">115</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span>
</span><span id="Spark2.Parser-116"><a href="#Spark2.Parser-116"><span class="linenos">116</span></a> <span class="n">start</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">Literal</span><span class="o">.</span><span class="n">number</span><span class="p">(</span><span class="mi">1</span><span class="p">),</span>
</span><span id="Spark2.Parser-117"><a href="#Spark2.Parser-117"><span class="linenos">117</span></a> <span class="n">length</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="Spark2.Parser-118"><a href="#Spark2.Parser-118"><span class="linenos">118</span></a> <span class="p">),</span>
</span><span id="Spark2.Parser-119"><a href="#Spark2.Parser-119"><span class="linenos">119</span></a> <span class="s2">&quot;SHIFTLEFT&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseLeftShift</span><span class="p">(</span>
</span><span id="Spark2.Parser-120"><a href="#Spark2.Parser-120"><span class="linenos">120</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span>
</span><span id="Spark2.Parser-121"><a href="#Spark2.Parser-121"><span class="linenos">121</span></a> <span class="n">expression</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="Spark2.Parser-122"><a href="#Spark2.Parser-122"><span class="linenos">122</span></a> <span class="p">),</span>
</span><span id="Spark2.Parser-123"><a href="#Spark2.Parser-123"><span class="linenos">123</span></a> <span class="s2">&quot;SHIFTRIGHT&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseRightShift</span><span class="p">(</span>
</span><span id="Spark2.Parser-124"><a href="#Spark2.Parser-124"><span class="linenos">124</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span>
</span><span id="Spark2.Parser-125"><a href="#Spark2.Parser-125"><span class="linenos">125</span></a> <span class="n">expression</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="Spark2.Parser-126"><a href="#Spark2.Parser-126"><span class="linenos">126</span></a> <span class="p">),</span>
</span><span id="Spark2.Parser-127"><a href="#Spark2.Parser-127"><span class="linenos">127</span></a> <span class="s2">&quot;RIGHT&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Substring</span><span class="p">(</span>
</span><span id="Spark2.Parser-128"><a href="#Spark2.Parser-128"><span class="linenos">128</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span>
</span><span id="Spark2.Parser-129"><a href="#Spark2.Parser-129"><span class="linenos">129</span></a> <span class="n">start</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">Sub</span><span class="p">(</span>
</span><span id="Spark2.Parser-130"><a href="#Spark2.Parser-130"><span class="linenos">130</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">Length</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2.Parser-131"><a href="#Spark2.Parser-131"><span class="linenos">131</span></a> <span class="n">expression</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">Add</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="n">expression</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">Literal</span><span class="o">.</span><span class="n">number</span><span class="p">(</span><span class="mi">1</span><span class="p">)),</span>
</span><span id="Spark2.Parser-132"><a href="#Spark2.Parser-132"><span class="linenos">132</span></a> <span class="p">),</span>
</span><span id="Spark2.Parser-133"><a href="#Spark2.Parser-133"><span class="linenos">133</span></a> <span class="n">length</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="Spark2.Parser-134"><a href="#Spark2.Parser-134"><span class="linenos">134</span></a> <span class="p">),</span>
</span><span id="Spark2.Parser-135"><a href="#Spark2.Parser-135"><span class="linenos">135</span></a> <span class="s2">&quot;APPROX_PERCENTILE&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">ApproxQuantile</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="Spark2.Parser-136"><a href="#Spark2.Parser-136"><span class="linenos">136</span></a> <span class="s2">&quot;IIF&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">If</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="Spark2.Parser-137"><a href="#Spark2.Parser-137"><span class="linenos">137</span></a> <span class="s2">&quot;AGGREGATE&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Reduce</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="Spark2.Parser-138"><a href="#Spark2.Parser-138"><span class="linenos">138</span></a> <span class="s2">&quot;DAYOFWEEK&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfWeek</span><span class="p">(</span>
</span><span id="Spark2.Parser-139"><a href="#Spark2.Parser-139"><span class="linenos">139</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2.Parser-140"><a href="#Spark2.Parser-140"><span class="linenos">140</span></a> <span class="p">),</span>
</span><span id="Spark2.Parser-141"><a href="#Spark2.Parser-141"><span class="linenos">141</span></a> <span class="s2">&quot;DAYOFMONTH&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfMonth</span><span class="p">(</span>
</span><span id="Spark2.Parser-142"><a href="#Spark2.Parser-142"><span class="linenos">142</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2.Parser-143"><a href="#Spark2.Parser-143"><span class="linenos">143</span></a> <span class="p">),</span>
</span><span id="Spark2.Parser-144"><a href="#Spark2.Parser-144"><span class="linenos">144</span></a> <span class="s2">&quot;DAYOFYEAR&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfYear</span><span class="p">(</span>
</span><span id="Spark2.Parser-145"><a href="#Spark2.Parser-145"><span class="linenos">145</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2.Parser-146"><a href="#Spark2.Parser-146"><span class="linenos">146</span></a> <span class="p">),</span>
</span><span id="Spark2.Parser-147"><a href="#Spark2.Parser-147"><span class="linenos">147</span></a> <span class="s2">&quot;WEEKOFYEAR&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">WeekOfYear</span><span class="p">(</span>
</span><span id="Spark2.Parser-148"><a href="#Spark2.Parser-148"><span class="linenos">148</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2.Parser-149"><a href="#Spark2.Parser-149"><span class="linenos">149</span></a> <span class="p">),</span>
</span><span id="Spark2.Parser-150"><a href="#Spark2.Parser-150"><span class="linenos">150</span></a> <span class="s2">&quot;DATE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span> <span class="n">to</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">build</span><span class="p">(</span><span class="s2">&quot;date&quot;</span><span class="p">)),</span>
</span><span id="Spark2.Parser-151"><a href="#Spark2.Parser-151"><span class="linenos">151</span></a> <span class="s2">&quot;DATE_TRUNC&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">TimestampTrunc</span><span class="p">(</span>
</span><span id="Spark2.Parser-152"><a href="#Spark2.Parser-152"><span class="linenos">152</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="Spark2.Parser-153"><a href="#Spark2.Parser-153"><span class="linenos">153</span></a> <span class="n">unit</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2.Parser-154"><a href="#Spark2.Parser-154"><span class="linenos">154</span></a> <span class="p">),</span>
</span><span id="Spark2.Parser-155"><a href="#Spark2.Parser-155"><span class="linenos">155</span></a> <span class="s2">&quot;TRUNC&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DateTrunc</span><span class="p">(</span><span class="n">unit</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2.Parser-156"><a href="#Spark2.Parser-156"><span class="linenos">156</span></a> <span class="s2">&quot;BOOLEAN&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;boolean&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-157"><a href="#Spark2.Parser-157"><span class="linenos">157</span></a> <span class="s2">&quot;DOUBLE&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;double&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-158"><a href="#Spark2.Parser-158"><span class="linenos">158</span></a> <span class="s2">&quot;FLOAT&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;float&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-159"><a href="#Spark2.Parser-159"><span class="linenos">159</span></a> <span class="s2">&quot;INT&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;int&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-160"><a href="#Spark2.Parser-160"><span class="linenos">160</span></a> <span class="s2">&quot;STRING&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;string&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-161"><a href="#Spark2.Parser-161"><span class="linenos">161</span></a> <span class="s2">&quot;TIMESTAMP&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;timestamp&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-162"><a href="#Spark2.Parser-162"><span class="linenos">162</span></a> <span class="p">}</span>
</span><span id="Spark2.Parser-163"><a href="#Spark2.Parser-163"><span class="linenos">163</span></a>
</span><span id="Spark2.Parser-164"><a href="#Spark2.Parser-164"><span class="linenos">164</span></a> <span class="n">FUNCTION_PARSERS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Spark2.Parser-165"><a href="#Spark2.Parser-165"><span class="linenos">165</span></a> <span class="o">**</span><span class="n">parser</span><span class="o">.</span><span class="n">Parser</span><span class="o">.</span><span class="n">FUNCTION_PARSERS</span><span class="p">,</span>
</span><span id="Spark2.Parser-166"><a href="#Spark2.Parser-166"><span class="linenos">166</span></a> <span class="s2">&quot;BROADCAST&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;BROADCAST&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-167"><a href="#Spark2.Parser-167"><span class="linenos">167</span></a> <span class="s2">&quot;BROADCASTJOIN&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;BROADCASTJOIN&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-168"><a href="#Spark2.Parser-168"><span class="linenos">168</span></a> <span class="s2">&quot;MAPJOIN&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;MAPJOIN&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-169"><a href="#Spark2.Parser-169"><span class="linenos">169</span></a> <span class="s2">&quot;MERGE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;MERGE&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-170"><a href="#Spark2.Parser-170"><span class="linenos">170</span></a> <span class="s2">&quot;SHUFFLEMERGE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;SHUFFLEMERGE&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-171"><a href="#Spark2.Parser-171"><span class="linenos">171</span></a> <span class="s2">&quot;MERGEJOIN&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;MERGEJOIN&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-172"><a href="#Spark2.Parser-172"><span class="linenos">172</span></a> <span class="s2">&quot;SHUFFLE_HASH&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;SHUFFLE_HASH&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-173"><a href="#Spark2.Parser-173"><span class="linenos">173</span></a> <span class="s2">&quot;SHUFFLE_REPLICATE_NL&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;SHUFFLE_REPLICATE_NL&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-174"><a href="#Spark2.Parser-174"><span class="linenos">174</span></a> <span class="p">}</span>
</span><span id="Spark2.Parser-175"><a href="#Spark2.Parser-175"><span class="linenos">175</span></a>
</span><span id="Spark2.Parser-176"><a href="#Spark2.Parser-176"><span class="linenos">176</span></a> <span class="k">def</span> <span class="nf">_parse_add_column</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]:</span>
</span><span id="Spark2.Parser-177"><a href="#Spark2.Parser-177"><span class="linenos">177</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_match_text_seq</span><span class="p">(</span><span class="s2">&quot;ADD&quot;</span><span class="p">,</span> <span class="s2">&quot;COLUMNS&quot;</span><span class="p">)</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_schema</span><span class="p">()</span>
</span><span id="Spark2.Parser-178"><a href="#Spark2.Parser-178"><span class="linenos">178</span></a>
</span><span id="Spark2.Parser-179"><a href="#Spark2.Parser-179"><span class="linenos">179</span></a> <span class="k">def</span> <span class="nf">_parse_drop_column</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]:</span>
</span><span id="Spark2.Parser-180"><a href="#Spark2.Parser-180"><span class="linenos">180</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_match_text_seq</span><span class="p">(</span><span class="s2">&quot;DROP&quot;</span><span class="p">,</span> <span class="s2">&quot;COLUMNS&quot;</span><span class="p">)</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="p">(</span>
</span><span id="Spark2.Parser-181"><a href="#Spark2.Parser-181"><span class="linenos">181</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Drop</span><span class="p">,</span>
</span><span id="Spark2.Parser-182"><a href="#Spark2.Parser-182"><span class="linenos">182</span></a> <span class="n">this</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_parse_schema</span><span class="p">(),</span>
</span><span id="Spark2.Parser-183"><a href="#Spark2.Parser-183"><span class="linenos">183</span></a> <span class="n">kind</span><span class="o">=</span><span class="s2">&quot;COLUMNS&quot;</span><span class="p">,</span>
</span><span id="Spark2.Parser-184"><a href="#Spark2.Parser-184"><span class="linenos">184</span></a> <span class="p">)</span>
</span><span id="Spark2.Parser-185"><a href="#Spark2.Parser-185"><span class="linenos">185</span></a>
</span><span id="Spark2.Parser-186"><a href="#Spark2.Parser-186"><span class="linenos">186</span></a> <span class="k">def</span> <span class="nf">_pivot_column_names</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">aggregations</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">])</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span>
</span><span id="Spark2.Parser-187"><a href="#Spark2.Parser-187"><span class="linenos">187</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">aggregations</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
</span><span id="Spark2.Parser-188"><a href="#Spark2.Parser-188"><span class="linenos">188</span></a> <span class="k">return</span> <span class="p">[</span><span class="s2">&quot;&quot;</span><span class="p">]</span>
</span><span id="Spark2.Parser-189"><a href="#Spark2.Parser-189"><span class="linenos">189</span></a> <span class="k">return</span> <span class="n">pivot_column_names</span><span class="p">(</span><span class="n">aggregations</span><span class="p">,</span> <span class="n">dialect</span><span class="o">=</span><span class="s2">&quot;spark&quot;</span><span class="p">)</span>
</span><span id="Spark2.Parser-116"><a href="#Spark2.Parser-116"><span class="linenos">116</span></a> <span class="n">expression</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="Spark2.Parser-117"><a href="#Spark2.Parser-117"><span class="linenos">117</span></a> <span class="p">),</span>
</span><span id="Spark2.Parser-118"><a href="#Spark2.Parser-118"><span class="linenos">118</span></a> <span class="s2">&quot;SHIFTRIGHT&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseRightShift</span><span class="p">(</span>
</span><span id="Spark2.Parser-119"><a href="#Spark2.Parser-119"><span class="linenos">119</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span>
</span><span id="Spark2.Parser-120"><a href="#Spark2.Parser-120"><span class="linenos">120</span></a> <span class="n">expression</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="Spark2.Parser-121"><a href="#Spark2.Parser-121"><span class="linenos">121</span></a> <span class="p">),</span>
</span><span id="Spark2.Parser-122"><a href="#Spark2.Parser-122"><span class="linenos">122</span></a> <span class="s2">&quot;APPROX_PERCENTILE&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">ApproxQuantile</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="Spark2.Parser-123"><a href="#Spark2.Parser-123"><span class="linenos">123</span></a> <span class="s2">&quot;IIF&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">If</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="Spark2.Parser-124"><a href="#Spark2.Parser-124"><span class="linenos">124</span></a> <span class="s2">&quot;AGGREGATE&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Reduce</span><span class="o">.</span><span class="n">from_arg_list</span><span class="p">,</span>
</span><span id="Spark2.Parser-125"><a href="#Spark2.Parser-125"><span class="linenos">125</span></a> <span class="s2">&quot;DAYOFWEEK&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfWeek</span><span class="p">(</span>
</span><span id="Spark2.Parser-126"><a href="#Spark2.Parser-126"><span class="linenos">126</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2.Parser-127"><a href="#Spark2.Parser-127"><span class="linenos">127</span></a> <span class="p">),</span>
</span><span id="Spark2.Parser-128"><a href="#Spark2.Parser-128"><span class="linenos">128</span></a> <span class="s2">&quot;DAYOFMONTH&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfMonth</span><span class="p">(</span>
</span><span id="Spark2.Parser-129"><a href="#Spark2.Parser-129"><span class="linenos">129</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2.Parser-130"><a href="#Spark2.Parser-130"><span class="linenos">130</span></a> <span class="p">),</span>
</span><span id="Spark2.Parser-131"><a href="#Spark2.Parser-131"><span class="linenos">131</span></a> <span class="s2">&quot;DAYOFYEAR&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfYear</span><span class="p">(</span>
</span><span id="Spark2.Parser-132"><a href="#Spark2.Parser-132"><span class="linenos">132</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2.Parser-133"><a href="#Spark2.Parser-133"><span class="linenos">133</span></a> <span class="p">),</span>
</span><span id="Spark2.Parser-134"><a href="#Spark2.Parser-134"><span class="linenos">134</span></a> <span class="s2">&quot;WEEKOFYEAR&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">WeekOfYear</span><span class="p">(</span>
</span><span id="Spark2.Parser-135"><a href="#Spark2.Parser-135"><span class="linenos">135</span></a> <span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">TsOrDsToDate</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2.Parser-136"><a href="#Spark2.Parser-136"><span class="linenos">136</span></a> <span class="p">),</span>
</span><span id="Spark2.Parser-137"><a href="#Spark2.Parser-137"><span class="linenos">137</span></a> <span class="s2">&quot;DATE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span> <span class="n">to</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">build</span><span class="p">(</span><span class="s2">&quot;date&quot;</span><span class="p">)),</span>
</span><span id="Spark2.Parser-138"><a href="#Spark2.Parser-138"><span class="linenos">138</span></a> <span class="s2">&quot;DATE_TRUNC&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">TimestampTrunc</span><span class="p">(</span>
</span><span id="Spark2.Parser-139"><a href="#Spark2.Parser-139"><span class="linenos">139</span></a> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span>
</span><span id="Spark2.Parser-140"><a href="#Spark2.Parser-140"><span class="linenos">140</span></a> <span class="n">unit</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2.Parser-141"><a href="#Spark2.Parser-141"><span class="linenos">141</span></a> <span class="p">),</span>
</span><span id="Spark2.Parser-142"><a href="#Spark2.Parser-142"><span class="linenos">142</span></a> <span class="s2">&quot;TRUNC&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">args</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">DateTrunc</span><span class="p">(</span><span class="n">unit</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">1</span><span class="p">),</span> <span class="n">this</span><span class="o">=</span><span class="n">seq_get</span><span class="p">(</span><span class="n">args</span><span class="p">,</span> <span class="mi">0</span><span class="p">)),</span>
</span><span id="Spark2.Parser-143"><a href="#Spark2.Parser-143"><span class="linenos">143</span></a> <span class="s2">&quot;BOOLEAN&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;boolean&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-144"><a href="#Spark2.Parser-144"><span class="linenos">144</span></a> <span class="s2">&quot;DOUBLE&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;double&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-145"><a href="#Spark2.Parser-145"><span class="linenos">145</span></a> <span class="s2">&quot;FLOAT&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;float&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-146"><a href="#Spark2.Parser-146"><span class="linenos">146</span></a> <span class="s2">&quot;INT&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;int&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-147"><a href="#Spark2.Parser-147"><span class="linenos">147</span></a> <span class="s2">&quot;STRING&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;string&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-148"><a href="#Spark2.Parser-148"><span class="linenos">148</span></a> <span class="s2">&quot;TIMESTAMP&quot;</span><span class="p">:</span> <span class="n">_parse_as_cast</span><span class="p">(</span><span class="s2">&quot;timestamp&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-149"><a href="#Spark2.Parser-149"><span class="linenos">149</span></a> <span class="p">}</span>
</span><span id="Spark2.Parser-150"><a href="#Spark2.Parser-150"><span class="linenos">150</span></a>
</span><span id="Spark2.Parser-151"><a href="#Spark2.Parser-151"><span class="linenos">151</span></a> <span class="n">FUNCTION_PARSERS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Spark2.Parser-152"><a href="#Spark2.Parser-152"><span class="linenos">152</span></a> <span class="o">**</span><span class="n">parser</span><span class="o">.</span><span class="n">Parser</span><span class="o">.</span><span class="n">FUNCTION_PARSERS</span><span class="p">,</span>
</span><span id="Spark2.Parser-153"><a href="#Spark2.Parser-153"><span class="linenos">153</span></a> <span class="s2">&quot;BROADCAST&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;BROADCAST&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-154"><a href="#Spark2.Parser-154"><span class="linenos">154</span></a> <span class="s2">&quot;BROADCASTJOIN&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;BROADCASTJOIN&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-155"><a href="#Spark2.Parser-155"><span class="linenos">155</span></a> <span class="s2">&quot;MAPJOIN&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;MAPJOIN&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-156"><a href="#Spark2.Parser-156"><span class="linenos">156</span></a> <span class="s2">&quot;MERGE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;MERGE&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-157"><a href="#Spark2.Parser-157"><span class="linenos">157</span></a> <span class="s2">&quot;SHUFFLEMERGE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;SHUFFLEMERGE&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-158"><a href="#Spark2.Parser-158"><span class="linenos">158</span></a> <span class="s2">&quot;MERGEJOIN&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;MERGEJOIN&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-159"><a href="#Spark2.Parser-159"><span class="linenos">159</span></a> <span class="s2">&quot;SHUFFLE_HASH&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;SHUFFLE_HASH&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-160"><a href="#Spark2.Parser-160"><span class="linenos">160</span></a> <span class="s2">&quot;SHUFFLE_REPLICATE_NL&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_join_hint</span><span class="p">(</span><span class="s2">&quot;SHUFFLE_REPLICATE_NL&quot;</span><span class="p">),</span>
</span><span id="Spark2.Parser-161"><a href="#Spark2.Parser-161"><span class="linenos">161</span></a> <span class="p">}</span>
</span><span id="Spark2.Parser-162"><a href="#Spark2.Parser-162"><span class="linenos">162</span></a>
</span><span id="Spark2.Parser-163"><a href="#Spark2.Parser-163"><span class="linenos">163</span></a> <span class="k">def</span> <span class="nf">_parse_add_column</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]:</span>
</span><span id="Spark2.Parser-164"><a href="#Spark2.Parser-164"><span class="linenos">164</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_match_text_seq</span><span class="p">(</span><span class="s2">&quot;ADD&quot;</span><span class="p">,</span> <span class="s2">&quot;COLUMNS&quot;</span><span class="p">)</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">_parse_schema</span><span class="p">()</span>
</span><span id="Spark2.Parser-165"><a href="#Spark2.Parser-165"><span class="linenos">165</span></a>
</span><span id="Spark2.Parser-166"><a href="#Spark2.Parser-166"><span class="linenos">166</span></a> <span class="k">def</span> <span class="nf">_parse_drop_column</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]:</span>
</span><span id="Spark2.Parser-167"><a href="#Spark2.Parser-167"><span class="linenos">167</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_match_text_seq</span><span class="p">(</span><span class="s2">&quot;DROP&quot;</span><span class="p">,</span> <span class="s2">&quot;COLUMNS&quot;</span><span class="p">)</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">expression</span><span class="p">(</span>
</span><span id="Spark2.Parser-168"><a href="#Spark2.Parser-168"><span class="linenos">168</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Drop</span><span class="p">,</span>
</span><span id="Spark2.Parser-169"><a href="#Spark2.Parser-169"><span class="linenos">169</span></a> <span class="n">this</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_parse_schema</span><span class="p">(),</span>
</span><span id="Spark2.Parser-170"><a href="#Spark2.Parser-170"><span class="linenos">170</span></a> <span class="n">kind</span><span class="o">=</span><span class="s2">&quot;COLUMNS&quot;</span><span class="p">,</span>
</span><span id="Spark2.Parser-171"><a href="#Spark2.Parser-171"><span class="linenos">171</span></a> <span class="p">)</span>
</span><span id="Spark2.Parser-172"><a href="#Spark2.Parser-172"><span class="linenos">172</span></a>
</span><span id="Spark2.Parser-173"><a href="#Spark2.Parser-173"><span class="linenos">173</span></a> <span class="k">def</span> <span class="nf">_pivot_column_names</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">aggregations</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">])</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">List</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span>
</span><span id="Spark2.Parser-174"><a href="#Spark2.Parser-174"><span class="linenos">174</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">aggregations</span><span class="p">)</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
</span><span id="Spark2.Parser-175"><a href="#Spark2.Parser-175"><span class="linenos">175</span></a> <span class="k">return</span> <span class="p">[</span><span class="s2">&quot;&quot;</span><span class="p">]</span>
</span><span id="Spark2.Parser-176"><a href="#Spark2.Parser-176"><span class="linenos">176</span></a> <span class="k">return</span> <span class="n">pivot_column_names</span><span class="p">(</span><span class="n">aggregations</span><span class="p">,</span> <span class="n">dialect</span><span class="o">=</span><span class="s2">&quot;spark&quot;</span><span class="p">)</span>
</span></pre></div>
@ -653,7 +614,7 @@ a parsed syntax tree.</p>
<ul>
<li><strong>error_level:</strong> the desired error level.
Default: ErrorLevel.RAISE</li>
Default: ErrorLevel.IMMEDIATE</li>
<li><strong>error_message_context:</strong> determines the amount of context to capture from a
query string when displaying the error message (in number of characters).
Default: 50.</li>
@ -699,82 +660,82 @@ Default: "nulls_are_small"</li>
</div>
<a class="headerlink" href="#Spark2.Generator"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="Spark2.Generator-191"><a href="#Spark2.Generator-191"><span class="linenos">191</span></a> <span class="k">class</span> <span class="nc">Generator</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="p">):</span>
</span><span id="Spark2.Generator-192"><a href="#Spark2.Generator-192"><span class="linenos">192</span></a> <span class="n">TYPE_MAPPING</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Spark2.Generator-193"><a href="#Spark2.Generator-193"><span class="linenos">193</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TYPE_MAPPING</span><span class="p">,</span>
</span><span id="Spark2.Generator-194"><a href="#Spark2.Generator-194"><span class="linenos">194</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">TINYINT</span><span class="p">:</span> <span class="s2">&quot;BYTE&quot;</span><span class="p">,</span>
</span><span id="Spark2.Generator-195"><a href="#Spark2.Generator-195"><span class="linenos">195</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">SMALLINT</span><span class="p">:</span> <span class="s2">&quot;SHORT&quot;</span><span class="p">,</span>
</span><span id="Spark2.Generator-196"><a href="#Spark2.Generator-196"><span class="linenos">196</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">BIGINT</span><span class="p">:</span> <span class="s2">&quot;LONG&quot;</span><span class="p">,</span>
</span><span id="Spark2.Generator-197"><a href="#Spark2.Generator-197"><span class="linenos">197</span></a> <span class="p">}</span>
</span><span id="Spark2.Generator-198"><a href="#Spark2.Generator-198"><span class="linenos">198</span></a>
</span><span id="Spark2.Generator-199"><a href="#Spark2.Generator-199"><span class="linenos">199</span></a> <span class="n">PROPERTIES_LOCATION</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Spark2.Generator-200"><a href="#Spark2.Generator-200"><span class="linenos">200</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">PROPERTIES_LOCATION</span><span class="p">,</span>
</span><span id="Spark2.Generator-201"><a href="#Spark2.Generator-201"><span class="linenos">201</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">EngineProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="Spark2.Generator-202"><a href="#Spark2.Generator-202"><span class="linenos">202</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">AutoIncrementProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="Spark2.Generator-203"><a href="#Spark2.Generator-203"><span class="linenos">203</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">CharacterSetProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="Spark2.Generator-204"><a href="#Spark2.Generator-204"><span class="linenos">204</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">CollateProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="Spark2.Generator-205"><a href="#Spark2.Generator-205"><span class="linenos">205</span></a> <span class="p">}</span>
</span><span id="Spark2.Generator-206"><a href="#Spark2.Generator-206"><span class="linenos">206</span></a>
</span><span id="Spark2.Generator-207"><a href="#Spark2.Generator-207"><span class="linenos">207</span></a> <span class="n">TRANSFORMS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Spark2.Generator-208"><a href="#Spark2.Generator-208"><span class="linenos">208</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TRANSFORMS</span><span class="p">,</span>
</span><span id="Spark2.Generator-209"><a href="#Spark2.Generator-209"><span class="linenos">209</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">ApproxDistinct</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;APPROX_COUNT_DISTINCT&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-210"><a href="#Spark2.Generator-210"><span class="linenos">210</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">ArraySum</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;AGGREGATE(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;this&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">, 0, (acc, x) -&gt; acc + x, acc -&gt; acc)&quot;</span><span class="p">,</span>
</span><span id="Spark2.Generator-211"><a href="#Spark2.Generator-211"><span class="linenos">211</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">AtTimeZone</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;FROM_UTC_TIMESTAMP(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;this&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">, </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;zone&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="Spark2.Generator-212"><a href="#Spark2.Generator-212"><span class="linenos">212</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseLeftShift</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;SHIFTLEFT&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-213"><a href="#Spark2.Generator-213"><span class="linenos">213</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseRightShift</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;SHIFTRIGHT&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-214"><a href="#Spark2.Generator-214"><span class="linenos">214</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Create</span><span class="p">:</span> <span class="n">_create_sql</span><span class="p">,</span>
</span><span id="Spark2.Generator-215"><a href="#Spark2.Generator-215"><span class="linenos">215</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateFromParts</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;MAKE_DATE&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-216"><a href="#Spark2.Generator-216"><span class="linenos">216</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateTrunc</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;TRUNC&quot;</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)),</span>
</span><span id="Spark2.Generator-217"><a href="#Spark2.Generator-217"><span class="linenos">217</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfMonth</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;DAYOFMONTH&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-218"><a href="#Spark2.Generator-218"><span class="linenos">218</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfWeek</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;DAYOFWEEK&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-219"><a href="#Spark2.Generator-219"><span class="linenos">219</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfYear</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;DAYOFYEAR&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-220"><a href="#Spark2.Generator-220"><span class="linenos">220</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">FileFormatProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;USING </span><span class="si">{</span><span class="n">e</span><span class="o">.</span><span class="n">name</span><span class="o">.</span><span class="n">upper</span><span class="p">()</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">,</span>
</span><span id="Spark2.Generator-221"><a href="#Spark2.Generator-221"><span class="linenos">221</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">([</span><span class="n">_unalias_pivot</span><span class="p">]),</span>
</span><span id="Spark2.Generator-222"><a href="#Spark2.Generator-222"><span class="linenos">222</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Hint</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot; /*+ </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">expressions</span><span class="p">(</span><span class="n">e</span><span class="p">)</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span><span class="si">}</span><span class="s2"> */&quot;</span><span class="p">,</span>
</span><span id="Spark2.Generator-223"><a href="#Spark2.Generator-223"><span class="linenos">223</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">LogicalAnd</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;BOOL_AND&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-224"><a href="#Spark2.Generator-224"><span class="linenos">224</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">LogicalOr</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;BOOL_OR&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-225"><a href="#Spark2.Generator-225"><span class="linenos">225</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Map</span><span class="p">:</span> <span class="n">_map_sql</span><span class="p">,</span>
</span><span id="Spark2.Generator-226"><a href="#Spark2.Generator-226"><span class="linenos">226</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Pivot</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">([</span><span class="n">_unqualify_pivot_columns</span><span class="p">]),</span>
</span><span id="Spark2.Generator-227"><a href="#Spark2.Generator-227"><span class="linenos">227</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Reduce</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;AGGREGATE&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-228"><a href="#Spark2.Generator-228"><span class="linenos">228</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">StrToDate</span><span class="p">:</span> <span class="n">_str_to_date</span><span class="p">,</span>
</span><span id="Spark2.Generator-229"><a href="#Spark2.Generator-229"><span class="linenos">229</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">StrToTime</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;TO_TIMESTAMP(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;this&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">, </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">format_time</span><span class="p">(</span><span class="n">e</span><span class="p">)</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="Spark2.Generator-230"><a href="#Spark2.Generator-230"><span class="linenos">230</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">TimestampTrunc</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span>
</span><span id="Spark2.Generator-231"><a href="#Spark2.Generator-231"><span class="linenos">231</span></a> <span class="s2">&quot;DATE_TRUNC&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Literal</span><span class="o">.</span><span class="n">string</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)),</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span>
</span><span id="Spark2.Generator-232"><a href="#Spark2.Generator-232"><span class="linenos">232</span></a> <span class="p">),</span>
</span><span id="Spark2.Generator-233"><a href="#Spark2.Generator-233"><span class="linenos">233</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Trim</span><span class="p">:</span> <span class="n">trim_sql</span><span class="p">,</span>
</span><span id="Spark2.Generator-234"><a href="#Spark2.Generator-234"><span class="linenos">234</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">UnixToTime</span><span class="p">:</span> <span class="n">_unix_to_time_sql</span><span class="p">,</span>
</span><span id="Spark2.Generator-235"><a href="#Spark2.Generator-235"><span class="linenos">235</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">VariancePop</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;VAR_POP&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-236"><a href="#Spark2.Generator-236"><span class="linenos">236</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">WeekOfYear</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;WEEKOFYEAR&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-237"><a href="#Spark2.Generator-237"><span class="linenos">237</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">WithinGroup</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">(</span>
</span><span id="Spark2.Generator-238"><a href="#Spark2.Generator-238"><span class="linenos">238</span></a> <span class="p">[</span><span class="n">transforms</span><span class="o">.</span><span class="n">remove_within_group_for_percentiles</span><span class="p">]</span>
</span><span id="Spark2.Generator-239"><a href="#Spark2.Generator-239"><span class="linenos">239</span></a> <span class="p">),</span>
</span><span id="Spark2.Generator-240"><a href="#Spark2.Generator-240"><span class="linenos">240</span></a> <span class="p">}</span>
</span><span id="Spark2.Generator-241"><a href="#Spark2.Generator-241"><span class="linenos">241</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">ArrayJoin</span><span class="p">)</span>
</span><span id="Spark2.Generator-242"><a href="#Spark2.Generator-242"><span class="linenos">242</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">ArraySort</span><span class="p">)</span>
</span><span id="Spark2.Generator-243"><a href="#Spark2.Generator-243"><span class="linenos">243</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">ILike</span><span class="p">)</span>
</span><span id="Spark2.Generator-244"><a href="#Spark2.Generator-244"><span class="linenos">244</span></a>
</span><span id="Spark2.Generator-245"><a href="#Spark2.Generator-245"><span class="linenos">245</span></a> <span class="n">WRAP_DERIVED_VALUES</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="Spark2.Generator-246"><a href="#Spark2.Generator-246"><span class="linenos">246</span></a> <span class="n">CREATE_FUNCTION_RETURN_AS</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="Spark2.Generator-247"><a href="#Spark2.Generator-247"><span class="linenos">247</span></a>
</span><span id="Spark2.Generator-248"><a href="#Spark2.Generator-248"><span class="linenos">248</span></a> <span class="k">def</span> <span class="nf">cast_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Spark2.Generator-249"><a href="#Spark2.Generator-249"><span class="linenos">249</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span>
</span><span id="Spark2.Generator-250"><a href="#Spark2.Generator-250"><span class="linenos">250</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">JSON</span>
</span><span id="Spark2.Generator-251"><a href="#Spark2.Generator-251"><span class="linenos">251</span></a> <span class="p">):</span>
</span><span id="Spark2.Generator-252"><a href="#Spark2.Generator-252"><span class="linenos">252</span></a> <span class="n">schema</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;&#39;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;to&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">&#39;&quot;</span>
</span><span id="Spark2.Generator-253"><a href="#Spark2.Generator-253"><span class="linenos">253</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;FROM_JSON&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">schema</span><span class="p">)</span>
</span><span id="Spark2.Generator-254"><a href="#Spark2.Generator-254"><span class="linenos">254</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">to</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">JSON</span><span class="p">):</span>
</span><span id="Spark2.Generator-255"><a href="#Spark2.Generator-255"><span class="linenos">255</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;TO_JSON&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">)</span>
</span><span id="Spark2.Generator-256"><a href="#Spark2.Generator-256"><span class="linenos">256</span></a>
</span><span id="Spark2.Generator-257"><a href="#Spark2.Generator-257"><span class="linenos">257</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="n">cast_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="Spark2.Generator-258"><a href="#Spark2.Generator-258"><span class="linenos">258</span></a>
</span><span id="Spark2.Generator-259"><a href="#Spark2.Generator-259"><span class="linenos">259</span></a> <span class="k">def</span> <span class="nf">columndef_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">ColumnDef</span><span class="p">,</span> <span class="n">sep</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot; &quot;</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Spark2.Generator-260"><a href="#Spark2.Generator-260"><span class="linenos">260</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">columndef_sql</span><span class="p">(</span>
</span><span id="Spark2.Generator-261"><a href="#Spark2.Generator-261"><span class="linenos">261</span></a> <span class="n">expression</span><span class="p">,</span>
</span><span id="Spark2.Generator-262"><a href="#Spark2.Generator-262"><span class="linenos">262</span></a> <span class="n">sep</span><span class="o">=</span><span class="s2">&quot;: &quot;</span>
</span><span id="Spark2.Generator-263"><a href="#Spark2.Generator-263"><span class="linenos">263</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span>
</span><span id="Spark2.Generator-264"><a href="#Spark2.Generator-264"><span class="linenos">264</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">STRUCT</span><span class="p">)</span>
</span><span id="Spark2.Generator-265"><a href="#Spark2.Generator-265"><span class="linenos">265</span></a> <span class="k">else</span> <span class="n">sep</span><span class="p">,</span>
</span><span id="Spark2.Generator-266"><a href="#Spark2.Generator-266"><span class="linenos">266</span></a> <span class="p">)</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="Spark2.Generator-178"><a href="#Spark2.Generator-178"><span class="linenos">178</span></a> <span class="k">class</span> <span class="nc">Generator</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="p">):</span>
</span><span id="Spark2.Generator-179"><a href="#Spark2.Generator-179"><span class="linenos">179</span></a> <span class="n">TYPE_MAPPING</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Spark2.Generator-180"><a href="#Spark2.Generator-180"><span class="linenos">180</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TYPE_MAPPING</span><span class="p">,</span>
</span><span id="Spark2.Generator-181"><a href="#Spark2.Generator-181"><span class="linenos">181</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">TINYINT</span><span class="p">:</span> <span class="s2">&quot;BYTE&quot;</span><span class="p">,</span>
</span><span id="Spark2.Generator-182"><a href="#Spark2.Generator-182"><span class="linenos">182</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">SMALLINT</span><span class="p">:</span> <span class="s2">&quot;SHORT&quot;</span><span class="p">,</span>
</span><span id="Spark2.Generator-183"><a href="#Spark2.Generator-183"><span class="linenos">183</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">BIGINT</span><span class="p">:</span> <span class="s2">&quot;LONG&quot;</span><span class="p">,</span>
</span><span id="Spark2.Generator-184"><a href="#Spark2.Generator-184"><span class="linenos">184</span></a> <span class="p">}</span>
</span><span id="Spark2.Generator-185"><a href="#Spark2.Generator-185"><span class="linenos">185</span></a>
</span><span id="Spark2.Generator-186"><a href="#Spark2.Generator-186"><span class="linenos">186</span></a> <span class="n">PROPERTIES_LOCATION</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Spark2.Generator-187"><a href="#Spark2.Generator-187"><span class="linenos">187</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">PROPERTIES_LOCATION</span><span class="p">,</span>
</span><span id="Spark2.Generator-188"><a href="#Spark2.Generator-188"><span class="linenos">188</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">EngineProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="Spark2.Generator-189"><a href="#Spark2.Generator-189"><span class="linenos">189</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">AutoIncrementProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="Spark2.Generator-190"><a href="#Spark2.Generator-190"><span class="linenos">190</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">CharacterSetProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="Spark2.Generator-191"><a href="#Spark2.Generator-191"><span class="linenos">191</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">CollateProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">UNSUPPORTED</span><span class="p">,</span>
</span><span id="Spark2.Generator-192"><a href="#Spark2.Generator-192"><span class="linenos">192</span></a> <span class="p">}</span>
</span><span id="Spark2.Generator-193"><a href="#Spark2.Generator-193"><span class="linenos">193</span></a>
</span><span id="Spark2.Generator-194"><a href="#Spark2.Generator-194"><span class="linenos">194</span></a> <span class="n">TRANSFORMS</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Spark2.Generator-195"><a href="#Spark2.Generator-195"><span class="linenos">195</span></a> <span class="o">**</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">TRANSFORMS</span><span class="p">,</span>
</span><span id="Spark2.Generator-196"><a href="#Spark2.Generator-196"><span class="linenos">196</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">ApproxDistinct</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;APPROX_COUNT_DISTINCT&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-197"><a href="#Spark2.Generator-197"><span class="linenos">197</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">ArraySum</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;AGGREGATE(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;this&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">, 0, (acc, x) -&gt; acc + x, acc -&gt; acc)&quot;</span><span class="p">,</span>
</span><span id="Spark2.Generator-198"><a href="#Spark2.Generator-198"><span class="linenos">198</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">AtTimeZone</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;FROM_UTC_TIMESTAMP(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;this&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">, </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;zone&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="Spark2.Generator-199"><a href="#Spark2.Generator-199"><span class="linenos">199</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseLeftShift</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;SHIFTLEFT&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-200"><a href="#Spark2.Generator-200"><span class="linenos">200</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">BitwiseRightShift</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;SHIFTRIGHT&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-201"><a href="#Spark2.Generator-201"><span class="linenos">201</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Create</span><span class="p">:</span> <span class="n">_create_sql</span><span class="p">,</span>
</span><span id="Spark2.Generator-202"><a href="#Spark2.Generator-202"><span class="linenos">202</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateFromParts</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;MAKE_DATE&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-203"><a href="#Spark2.Generator-203"><span class="linenos">203</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DateTrunc</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;TRUNC&quot;</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)),</span>
</span><span id="Spark2.Generator-204"><a href="#Spark2.Generator-204"><span class="linenos">204</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfMonth</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;DAYOFMONTH&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-205"><a href="#Spark2.Generator-205"><span class="linenos">205</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfWeek</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;DAYOFWEEK&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-206"><a href="#Spark2.Generator-206"><span class="linenos">206</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DayOfYear</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;DAYOFYEAR&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-207"><a href="#Spark2.Generator-207"><span class="linenos">207</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">FileFormatProperty</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;USING </span><span class="si">{</span><span class="n">e</span><span class="o">.</span><span class="n">name</span><span class="o">.</span><span class="n">upper</span><span class="p">()</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">,</span>
</span><span id="Spark2.Generator-208"><a href="#Spark2.Generator-208"><span class="linenos">208</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">From</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">([</span><span class="n">_unalias_pivot</span><span class="p">]),</span>
</span><span id="Spark2.Generator-209"><a href="#Spark2.Generator-209"><span class="linenos">209</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Hint</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot; /*+ </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">expressions</span><span class="p">(</span><span class="n">e</span><span class="p">)</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span><span class="si">}</span><span class="s2"> */&quot;</span><span class="p">,</span>
</span><span id="Spark2.Generator-210"><a href="#Spark2.Generator-210"><span class="linenos">210</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">LogicalAnd</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;BOOL_AND&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-211"><a href="#Spark2.Generator-211"><span class="linenos">211</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">LogicalOr</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;BOOL_OR&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-212"><a href="#Spark2.Generator-212"><span class="linenos">212</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Map</span><span class="p">:</span> <span class="n">_map_sql</span><span class="p">,</span>
</span><span id="Spark2.Generator-213"><a href="#Spark2.Generator-213"><span class="linenos">213</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Pivot</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">([</span><span class="n">_unqualify_pivot_columns</span><span class="p">]),</span>
</span><span id="Spark2.Generator-214"><a href="#Spark2.Generator-214"><span class="linenos">214</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Reduce</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;AGGREGATE&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-215"><a href="#Spark2.Generator-215"><span class="linenos">215</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">StrToDate</span><span class="p">:</span> <span class="n">_str_to_date</span><span class="p">,</span>
</span><span id="Spark2.Generator-216"><a href="#Spark2.Generator-216"><span class="linenos">216</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">StrToTime</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;TO_TIMESTAMP(</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">e</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;this&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">, </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">format_time</span><span class="p">(</span><span class="n">e</span><span class="p">)</span><span class="si">}</span><span class="s2">)&quot;</span><span class="p">,</span>
</span><span id="Spark2.Generator-217"><a href="#Spark2.Generator-217"><span class="linenos">217</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">TimestampTrunc</span><span class="p">:</span> <span class="k">lambda</span> <span class="bp">self</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span>
</span><span id="Spark2.Generator-218"><a href="#Spark2.Generator-218"><span class="linenos">218</span></a> <span class="s2">&quot;DATE_TRUNC&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Literal</span><span class="o">.</span><span class="n">string</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="s2">&quot;unit&quot;</span><span class="p">)),</span> <span class="n">e</span><span class="o">.</span><span class="n">this</span>
</span><span id="Spark2.Generator-219"><a href="#Spark2.Generator-219"><span class="linenos">219</span></a> <span class="p">),</span>
</span><span id="Spark2.Generator-220"><a href="#Spark2.Generator-220"><span class="linenos">220</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Trim</span><span class="p">:</span> <span class="n">trim_sql</span><span class="p">,</span>
</span><span id="Spark2.Generator-221"><a href="#Spark2.Generator-221"><span class="linenos">221</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">UnixToTime</span><span class="p">:</span> <span class="n">_unix_to_time_sql</span><span class="p">,</span>
</span><span id="Spark2.Generator-222"><a href="#Spark2.Generator-222"><span class="linenos">222</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">VariancePop</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;VAR_POP&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-223"><a href="#Spark2.Generator-223"><span class="linenos">223</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">WeekOfYear</span><span class="p">:</span> <span class="n">rename_func</span><span class="p">(</span><span class="s2">&quot;WEEKOFYEAR&quot;</span><span class="p">),</span>
</span><span id="Spark2.Generator-224"><a href="#Spark2.Generator-224"><span class="linenos">224</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">WithinGroup</span><span class="p">:</span> <span class="n">transforms</span><span class="o">.</span><span class="n">preprocess</span><span class="p">(</span>
</span><span id="Spark2.Generator-225"><a href="#Spark2.Generator-225"><span class="linenos">225</span></a> <span class="p">[</span><span class="n">transforms</span><span class="o">.</span><span class="n">remove_within_group_for_percentiles</span><span class="p">]</span>
</span><span id="Spark2.Generator-226"><a href="#Spark2.Generator-226"><span class="linenos">226</span></a> <span class="p">),</span>
</span><span id="Spark2.Generator-227"><a href="#Spark2.Generator-227"><span class="linenos">227</span></a> <span class="p">}</span>
</span><span id="Spark2.Generator-228"><a href="#Spark2.Generator-228"><span class="linenos">228</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">ArrayJoin</span><span class="p">)</span>
</span><span id="Spark2.Generator-229"><a href="#Spark2.Generator-229"><span class="linenos">229</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">ArraySort</span><span class="p">)</span>
</span><span id="Spark2.Generator-230"><a href="#Spark2.Generator-230"><span class="linenos">230</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">ILike</span><span class="p">)</span>
</span><span id="Spark2.Generator-231"><a href="#Spark2.Generator-231"><span class="linenos">231</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Left</span><span class="p">)</span>
</span><span id="Spark2.Generator-232"><a href="#Spark2.Generator-232"><span class="linenos">232</span></a> <span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Right</span><span class="p">)</span>
</span><span id="Spark2.Generator-233"><a href="#Spark2.Generator-233"><span class="linenos">233</span></a>
</span><span id="Spark2.Generator-234"><a href="#Spark2.Generator-234"><span class="linenos">234</span></a> <span class="n">WRAP_DERIVED_VALUES</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="Spark2.Generator-235"><a href="#Spark2.Generator-235"><span class="linenos">235</span></a> <span class="n">CREATE_FUNCTION_RETURN_AS</span> <span class="o">=</span> <span class="kc">False</span>
</span><span id="Spark2.Generator-236"><a href="#Spark2.Generator-236"><span class="linenos">236</span></a>
</span><span id="Spark2.Generator-237"><a href="#Spark2.Generator-237"><span class="linenos">237</span></a> <span class="k">def</span> <span class="nf">cast_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Spark2.Generator-238"><a href="#Spark2.Generator-238"><span class="linenos">238</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;json&quot;</span><span class="p">):</span>
</span><span id="Spark2.Generator-239"><a href="#Spark2.Generator-239"><span class="linenos">239</span></a> <span class="n">schema</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;&#39;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;to&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">&#39;&quot;</span>
</span><span id="Spark2.Generator-240"><a href="#Spark2.Generator-240"><span class="linenos">240</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;FROM_JSON&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">schema</span><span class="p">)</span>
</span><span id="Spark2.Generator-241"><a href="#Spark2.Generator-241"><span class="linenos">241</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;json&quot;</span><span class="p">):</span>
</span><span id="Spark2.Generator-242"><a href="#Spark2.Generator-242"><span class="linenos">242</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;TO_JSON&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">)</span>
</span><span id="Spark2.Generator-243"><a href="#Spark2.Generator-243"><span class="linenos">243</span></a>
</span><span id="Spark2.Generator-244"><a href="#Spark2.Generator-244"><span class="linenos">244</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="n">cast_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="Spark2.Generator-245"><a href="#Spark2.Generator-245"><span class="linenos">245</span></a>
</span><span id="Spark2.Generator-246"><a href="#Spark2.Generator-246"><span class="linenos">246</span></a> <span class="k">def</span> <span class="nf">columndef_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">ColumnDef</span><span class="p">,</span> <span class="n">sep</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot; &quot;</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Spark2.Generator-247"><a href="#Spark2.Generator-247"><span class="linenos">247</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">columndef_sql</span><span class="p">(</span>
</span><span id="Spark2.Generator-248"><a href="#Spark2.Generator-248"><span class="linenos">248</span></a> <span class="n">expression</span><span class="p">,</span>
</span><span id="Spark2.Generator-249"><a href="#Spark2.Generator-249"><span class="linenos">249</span></a> <span class="n">sep</span><span class="o">=</span><span class="s2">&quot;: &quot;</span>
</span><span id="Spark2.Generator-250"><a href="#Spark2.Generator-250"><span class="linenos">250</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span>
</span><span id="Spark2.Generator-251"><a href="#Spark2.Generator-251"><span class="linenos">251</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;struct&quot;</span><span class="p">)</span>
</span><span id="Spark2.Generator-252"><a href="#Spark2.Generator-252"><span class="linenos">252</span></a> <span class="k">else</span> <span class="n">sep</span><span class="p">,</span>
</span><span id="Spark2.Generator-253"><a href="#Spark2.Generator-253"><span class="linenos">253</span></a> <span class="p">)</span>
</span></pre></div>
@ -810,6 +771,8 @@ represents a python time format and the output the target time format</li>
Default: "upper"</li>
<li><strong>alias_post_tablesample (bool):</strong> if the table alias comes after tablesample
Default: False</li>
<li><strong>identifiers_can_start_with_digit (bool):</strong> if an unquoted identifier can start with digit
Default: False</li>
<li><strong>unsupported_level (ErrorLevel):</strong> determines the generator's behavior when it encounters
unsupported expressions. Default ErrorLevel.WARN.</li>
<li><strong>null_ordering (str):</strong> Indicates the default null ordering method to use if not explicitly set.
@ -841,16 +804,14 @@ Default: True</li>
</div>
<a class="headerlink" href="#Spark2.Generator.cast_sql"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="Spark2.Generator.cast_sql-248"><a href="#Spark2.Generator.cast_sql-248"><span class="linenos">248</span></a> <span class="k">def</span> <span class="nf">cast_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Spark2.Generator.cast_sql-249"><a href="#Spark2.Generator.cast_sql-249"><span class="linenos">249</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span>
</span><span id="Spark2.Generator.cast_sql-250"><a href="#Spark2.Generator.cast_sql-250"><span class="linenos">250</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">JSON</span>
</span><span id="Spark2.Generator.cast_sql-251"><a href="#Spark2.Generator.cast_sql-251"><span class="linenos">251</span></a> <span class="p">):</span>
</span><span id="Spark2.Generator.cast_sql-252"><a href="#Spark2.Generator.cast_sql-252"><span class="linenos">252</span></a> <span class="n">schema</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;&#39;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;to&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">&#39;&quot;</span>
</span><span id="Spark2.Generator.cast_sql-253"><a href="#Spark2.Generator.cast_sql-253"><span class="linenos">253</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;FROM_JSON&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">schema</span><span class="p">)</span>
</span><span id="Spark2.Generator.cast_sql-254"><a href="#Spark2.Generator.cast_sql-254"><span class="linenos">254</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">to</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">JSON</span><span class="p">):</span>
</span><span id="Spark2.Generator.cast_sql-255"><a href="#Spark2.Generator.cast_sql-255"><span class="linenos">255</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;TO_JSON&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">)</span>
</span><span id="Spark2.Generator.cast_sql-256"><a href="#Spark2.Generator.cast_sql-256"><span class="linenos">256</span></a>
</span><span id="Spark2.Generator.cast_sql-257"><a href="#Spark2.Generator.cast_sql-257"><span class="linenos">257</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="n">cast_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="Spark2.Generator.cast_sql-237"><a href="#Spark2.Generator.cast_sql-237"><span class="linenos">237</span></a> <span class="k">def</span> <span class="nf">cast_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Spark2.Generator.cast_sql-238"><a href="#Spark2.Generator.cast_sql-238"><span class="linenos">238</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;json&quot;</span><span class="p">):</span>
</span><span id="Spark2.Generator.cast_sql-239"><a href="#Spark2.Generator.cast_sql-239"><span class="linenos">239</span></a> <span class="n">schema</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;&#39;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span><span class="w"> </span><span class="s1">&#39;to&#39;</span><span class="p">)</span><span class="si">}</span><span class="s2">&#39;&quot;</span>
</span><span id="Spark2.Generator.cast_sql-240"><a href="#Spark2.Generator.cast_sql-240"><span class="linenos">240</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;FROM_JSON&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">schema</span><span class="p">)</span>
</span><span id="Spark2.Generator.cast_sql-241"><a href="#Spark2.Generator.cast_sql-241"><span class="linenos">241</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;json&quot;</span><span class="p">):</span>
</span><span id="Spark2.Generator.cast_sql-242"><a href="#Spark2.Generator.cast_sql-242"><span class="linenos">242</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;TO_JSON&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">)</span>
</span><span id="Spark2.Generator.cast_sql-243"><a href="#Spark2.Generator.cast_sql-243"><span class="linenos">243</span></a>
</span><span id="Spark2.Generator.cast_sql-244"><a href="#Spark2.Generator.cast_sql-244"><span class="linenos">244</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Generator</span><span class="p">,</span> <span class="bp">self</span><span class="p">)</span><span class="o">.</span><span class="n">cast_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span></pre></div>
@ -868,14 +829,14 @@ Default: True</li>
</div>
<a class="headerlink" href="#Spark2.Generator.columndef_sql"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="Spark2.Generator.columndef_sql-259"><a href="#Spark2.Generator.columndef_sql-259"><span class="linenos">259</span></a> <span class="k">def</span> <span class="nf">columndef_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">ColumnDef</span><span class="p">,</span> <span class="n">sep</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot; &quot;</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Spark2.Generator.columndef_sql-260"><a href="#Spark2.Generator.columndef_sql-260"><span class="linenos">260</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">columndef_sql</span><span class="p">(</span>
</span><span id="Spark2.Generator.columndef_sql-261"><a href="#Spark2.Generator.columndef_sql-261"><span class="linenos">261</span></a> <span class="n">expression</span><span class="p">,</span>
</span><span id="Spark2.Generator.columndef_sql-262"><a href="#Spark2.Generator.columndef_sql-262"><span class="linenos">262</span></a> <span class="n">sep</span><span class="o">=</span><span class="s2">&quot;: &quot;</span>
</span><span id="Spark2.Generator.columndef_sql-263"><a href="#Spark2.Generator.columndef_sql-263"><span class="linenos">263</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span>
</span><span id="Spark2.Generator.columndef_sql-264"><a href="#Spark2.Generator.columndef_sql-264"><span class="linenos">264</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">STRUCT</span><span class="p">)</span>
</span><span id="Spark2.Generator.columndef_sql-265"><a href="#Spark2.Generator.columndef_sql-265"><span class="linenos">265</span></a> <span class="k">else</span> <span class="n">sep</span><span class="p">,</span>
</span><span id="Spark2.Generator.columndef_sql-266"><a href="#Spark2.Generator.columndef_sql-266"><span class="linenos">266</span></a> <span class="p">)</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="Spark2.Generator.columndef_sql-246"><a href="#Spark2.Generator.columndef_sql-246"><span class="linenos">246</span></a> <span class="k">def</span> <span class="nf">columndef_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">ColumnDef</span><span class="p">,</span> <span class="n">sep</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot; &quot;</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="Spark2.Generator.columndef_sql-247"><a href="#Spark2.Generator.columndef_sql-247"><span class="linenos">247</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">columndef_sql</span><span class="p">(</span>
</span><span id="Spark2.Generator.columndef_sql-248"><a href="#Spark2.Generator.columndef_sql-248"><span class="linenos">248</span></a> <span class="n">expression</span><span class="p">,</span>
</span><span id="Spark2.Generator.columndef_sql-249"><a href="#Spark2.Generator.columndef_sql-249"><span class="linenos">249</span></a> <span class="n">sep</span><span class="o">=</span><span class="s2">&quot;: &quot;</span>
</span><span id="Spark2.Generator.columndef_sql-250"><a href="#Spark2.Generator.columndef_sql-250"><span class="linenos">250</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="p">)</span>
</span><span id="Spark2.Generator.columndef_sql-251"><a href="#Spark2.Generator.columndef_sql-251"><span class="linenos">251</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">parent</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;struct&quot;</span><span class="p">)</span>
</span><span id="Spark2.Generator.columndef_sql-252"><a href="#Spark2.Generator.columndef_sql-252"><span class="linenos">252</span></a> <span class="k">else</span> <span class="n">sep</span><span class="p">,</span>
</span><span id="Spark2.Generator.columndef_sql-253"><a href="#Spark2.Generator.columndef_sql-253"><span class="linenos">253</span></a> <span class="p">)</span>
</span></pre></div>
@ -1021,7 +982,6 @@ Default: True</li>
<dd id="Spark2.Generator.check_sql" class="function"><a href="../generator.html#Generator.check_sql">check_sql</a></dd>
<dd id="Spark2.Generator.foreignkey_sql" class="function"><a href="../generator.html#Generator.foreignkey_sql">foreignkey_sql</a></dd>
<dd id="Spark2.Generator.primarykey_sql" class="function"><a href="../generator.html#Generator.primarykey_sql">primarykey_sql</a></dd>
<dd id="Spark2.Generator.unique_sql" class="function"><a href="../generator.html#Generator.unique_sql">unique_sql</a></dd>
<dd id="Spark2.Generator.if_sql" class="function"><a href="../generator.html#Generator.if_sql">if_sql</a></dd>
<dd id="Spark2.Generator.matchagainst_sql" class="function"><a href="../generator.html#Generator.matchagainst_sql">matchagainst_sql</a></dd>
<dd id="Spark2.Generator.jsonkeyvalue_sql" class="function"><a href="../generator.html#Generator.jsonkeyvalue_sql">jsonkeyvalue_sql</a></dd>
@ -1113,6 +1073,9 @@ Default: True</li>
<dd id="Spark2.Generator.when_sql" class="function"><a href="../generator.html#Generator.when_sql">when_sql</a></dd>
<dd id="Spark2.Generator.merge_sql" class="function"><a href="../generator.html#Generator.merge_sql">merge_sql</a></dd>
<dd id="Spark2.Generator.tochar_sql" class="function"><a href="../generator.html#Generator.tochar_sql">tochar_sql</a></dd>
<dd id="Spark2.Generator.dictproperty_sql" class="function"><a href="../generator.html#Generator.dictproperty_sql">dictproperty_sql</a></dd>
<dd id="Spark2.Generator.dictrange_sql" class="function"><a href="../generator.html#Generator.dictrange_sql">dictrange_sql</a></dd>
<dd id="Spark2.Generator.dictsubproperty_sql" class="function"><a href="../generator.html#Generator.dictsubproperty_sql">dictsubproperty_sql</a></dd>
</div>
<div><dt><a href="hive.html#Hive.Generator">sqlglot.dialects.hive.Hive.Generator</a></dt>
@ -1136,8 +1099,8 @@ Default: True</li>
</div>
<a class="headerlink" href="#Spark2.Tokenizer"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="Spark2.Tokenizer-268"><a href="#Spark2.Tokenizer-268"><span class="linenos">268</span></a> <span class="k">class</span> <span class="nc">Tokenizer</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Tokenizer</span><span class="p">):</span>
</span><span id="Spark2.Tokenizer-269"><a href="#Spark2.Tokenizer-269"><span class="linenos">269</span></a> <span class="n">HEX_STRINGS</span> <span class="o">=</span> <span class="p">[(</span><span class="s2">&quot;X&#39;&quot;</span><span class="p">,</span> <span class="s2">&quot;&#39;&quot;</span><span class="p">)]</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="Spark2.Tokenizer-255"><a href="#Spark2.Tokenizer-255"><span class="linenos">255</span></a> <span class="k">class</span> <span class="nc">Tokenizer</span><span class="p">(</span><span class="n">Hive</span><span class="o">.</span><span class="n">Tokenizer</span><span class="p">):</span>
</span><span id="Spark2.Tokenizer-256"><a href="#Spark2.Tokenizer-256"><span class="linenos">256</span></a> <span class="n">HEX_STRINGS</span> <span class="o">=</span> <span class="p">[(</span><span class="s2">&quot;X&#39;&quot;</span><span class="p">,</span> <span class="s2">&quot;&#39;&quot;</span><span class="p">)]</span>
</span></pre></div>

View file

@ -226,7 +226,7 @@
</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a> <span class="n">LIMIT_FETCH</span> <span class="o">=</span> <span class="s2">&quot;LIMIT&quot;</span>
</span><span id="L-133"><a href="#L-133"><span class="linenos">133</span></a>
</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a> <span class="k">def</span> <span class="nf">cast_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">to</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">DATE</span><span class="p">:</span>
</span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;date&quot;</span><span class="p">):</span>
</span><span id="L-136"><a href="#L-136"><span class="linenos">136</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;DATE&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a>
</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">cast_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
@ -377,7 +377,7 @@
</span><span id="SQLite-133"><a href="#SQLite-133"><span class="linenos">133</span></a> <span class="n">LIMIT_FETCH</span> <span class="o">=</span> <span class="s2">&quot;LIMIT&quot;</span>
</span><span id="SQLite-134"><a href="#SQLite-134"><span class="linenos">134</span></a>
</span><span id="SQLite-135"><a href="#SQLite-135"><span class="linenos">135</span></a> <span class="k">def</span> <span class="nf">cast_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="SQLite-136"><a href="#SQLite-136"><span class="linenos">136</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">to</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">DATE</span><span class="p">:</span>
</span><span id="SQLite-136"><a href="#SQLite-136"><span class="linenos">136</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;date&quot;</span><span class="p">):</span>
</span><span id="SQLite-137"><a href="#SQLite-137"><span class="linenos">137</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;DATE&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">)</span>
</span><span id="SQLite-138"><a href="#SQLite-138"><span class="linenos">138</span></a>
</span><span id="SQLite-139"><a href="#SQLite-139"><span class="linenos">139</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">cast_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
@ -521,7 +521,7 @@ a parsed syntax tree.</p>
<ul>
<li><strong>error_level:</strong> the desired error level.
Default: ErrorLevel.RAISE</li>
Default: ErrorLevel.IMMEDIATE</li>
<li><strong>error_message_context:</strong> determines the amount of context to capture from a
query string when displaying the error message (in number of characters).
Default: 50.</li>
@ -627,7 +627,7 @@ Default: "nulls_are_small"</li>
</span><span id="SQLite.Generator-133"><a href="#SQLite.Generator-133"><span class="linenos">133</span></a> <span class="n">LIMIT_FETCH</span> <span class="o">=</span> <span class="s2">&quot;LIMIT&quot;</span>
</span><span id="SQLite.Generator-134"><a href="#SQLite.Generator-134"><span class="linenos">134</span></a>
</span><span id="SQLite.Generator-135"><a href="#SQLite.Generator-135"><span class="linenos">135</span></a> <span class="k">def</span> <span class="nf">cast_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="SQLite.Generator-136"><a href="#SQLite.Generator-136"><span class="linenos">136</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">to</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">DATE</span><span class="p">:</span>
</span><span id="SQLite.Generator-136"><a href="#SQLite.Generator-136"><span class="linenos">136</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;date&quot;</span><span class="p">):</span>
</span><span id="SQLite.Generator-137"><a href="#SQLite.Generator-137"><span class="linenos">137</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;DATE&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">)</span>
</span><span id="SQLite.Generator-138"><a href="#SQLite.Generator-138"><span class="linenos">138</span></a>
</span><span id="SQLite.Generator-139"><a href="#SQLite.Generator-139"><span class="linenos">139</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">cast_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
@ -723,6 +723,8 @@ represents a python time format and the output the target time format</li>
Default: "upper"</li>
<li><strong>alias_post_tablesample (bool):</strong> if the table alias comes after tablesample
Default: False</li>
<li><strong>identifiers_can_start_with_digit (bool):</strong> if an unquoted identifier can start with digit
Default: False</li>
<li><strong>unsupported_level (ErrorLevel):</strong> determines the generator's behavior when it encounters
unsupported expressions. Default ErrorLevel.WARN.</li>
<li><strong>null_ordering (str):</strong> Indicates the default null ordering method to use if not explicitly set.
@ -755,7 +757,7 @@ Default: True</li>
</div>
<a class="headerlink" href="#SQLite.Generator.cast_sql"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="SQLite.Generator.cast_sql-135"><a href="#SQLite.Generator.cast_sql-135"><span class="linenos">135</span></a> <span class="k">def</span> <span class="nf">cast_sql</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="SQLite.Generator.cast_sql-136"><a href="#SQLite.Generator.cast_sql-136"><span class="linenos">136</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">to</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">DATE</span><span class="p">:</span>
</span><span id="SQLite.Generator.cast_sql-136"><a href="#SQLite.Generator.cast_sql-136"><span class="linenos">136</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">is_type</span><span class="p">(</span><span class="s2">&quot;date&quot;</span><span class="p">):</span>
</span><span id="SQLite.Generator.cast_sql-137"><a href="#SQLite.Generator.cast_sql-137"><span class="linenos">137</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">func</span><span class="p">(</span><span class="s2">&quot;DATE&quot;</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">)</span>
</span><span id="SQLite.Generator.cast_sql-138"><a href="#SQLite.Generator.cast_sql-138"><span class="linenos">138</span></a>
</span><span id="SQLite.Generator.cast_sql-139"><a href="#SQLite.Generator.cast_sql-139"><span class="linenos">139</span></a> <span class="k">return</span> <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">cast_sql</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
@ -1028,7 +1030,6 @@ Default: True</li>
<dd id="SQLite.Generator.check_sql" class="function"><a href="../generator.html#Generator.check_sql">check_sql</a></dd>
<dd id="SQLite.Generator.foreignkey_sql" class="function"><a href="../generator.html#Generator.foreignkey_sql">foreignkey_sql</a></dd>
<dd id="SQLite.Generator.primarykey_sql" class="function"><a href="../generator.html#Generator.primarykey_sql">primarykey_sql</a></dd>
<dd id="SQLite.Generator.unique_sql" class="function"><a href="../generator.html#Generator.unique_sql">unique_sql</a></dd>
<dd id="SQLite.Generator.if_sql" class="function"><a href="../generator.html#Generator.if_sql">if_sql</a></dd>
<dd id="SQLite.Generator.matchagainst_sql" class="function"><a href="../generator.html#Generator.matchagainst_sql">matchagainst_sql</a></dd>
<dd id="SQLite.Generator.jsonkeyvalue_sql" class="function"><a href="../generator.html#Generator.jsonkeyvalue_sql">jsonkeyvalue_sql</a></dd>
@ -1119,6 +1120,9 @@ Default: True</li>
<dd id="SQLite.Generator.when_sql" class="function"><a href="../generator.html#Generator.when_sql">when_sql</a></dd>
<dd id="SQLite.Generator.merge_sql" class="function"><a href="../generator.html#Generator.merge_sql">merge_sql</a></dd>
<dd id="SQLite.Generator.tochar_sql" class="function"><a href="../generator.html#Generator.tochar_sql">tochar_sql</a></dd>
<dd id="SQLite.Generator.dictproperty_sql" class="function"><a href="../generator.html#Generator.dictproperty_sql">dictproperty_sql</a></dd>
<dd id="SQLite.Generator.dictrange_sql" class="function"><a href="../generator.html#Generator.dictrange_sql">dictrange_sql</a></dd>
<dd id="SQLite.Generator.dictsubproperty_sql" class="function"><a href="../generator.html#Generator.dictsubproperty_sql">dictsubproperty_sql</a></dd>
</div>
</dl>

View file

@ -221,7 +221,7 @@ a parsed syntax tree.</p>
<ul>
<li><strong>error_level:</strong> the desired error level.
Default: ErrorLevel.RAISE</li>
Default: ErrorLevel.IMMEDIATE</li>
<li><strong>error_message_context:</strong> determines the amount of context to capture from a
query string when displaying the error message (in number of characters).
Default: 50.</li>
@ -327,6 +327,8 @@ represents a python time format and the output the target time format</li>
Default: "upper"</li>
<li><strong>alias_post_tablesample (bool):</strong> if the table alias comes after tablesample
Default: False</li>
<li><strong>identifiers_can_start_with_digit (bool):</strong> if an unquoted identifier can start with digit
Default: False</li>
<li><strong>unsupported_level (ErrorLevel):</strong> determines the generator's behavior when it encounters
unsupported expressions. Default ErrorLevel.WARN.</li>
<li><strong>null_ordering (str):</strong> Indicates the default null ordering method to use if not explicitly set.
@ -490,7 +492,6 @@ Default: True</li>
<dd id="StarRocks.Generator.check_sql" class="function"><a href="../generator.html#Generator.check_sql">check_sql</a></dd>
<dd id="StarRocks.Generator.foreignkey_sql" class="function"><a href="../generator.html#Generator.foreignkey_sql">foreignkey_sql</a></dd>
<dd id="StarRocks.Generator.primarykey_sql" class="function"><a href="../generator.html#Generator.primarykey_sql">primarykey_sql</a></dd>
<dd id="StarRocks.Generator.unique_sql" class="function"><a href="../generator.html#Generator.unique_sql">unique_sql</a></dd>
<dd id="StarRocks.Generator.if_sql" class="function"><a href="../generator.html#Generator.if_sql">if_sql</a></dd>
<dd id="StarRocks.Generator.matchagainst_sql" class="function"><a href="../generator.html#Generator.matchagainst_sql">matchagainst_sql</a></dd>
<dd id="StarRocks.Generator.jsonkeyvalue_sql" class="function"><a href="../generator.html#Generator.jsonkeyvalue_sql">jsonkeyvalue_sql</a></dd>
@ -583,6 +584,9 @@ Default: True</li>
<dd id="StarRocks.Generator.when_sql" class="function"><a href="../generator.html#Generator.when_sql">when_sql</a></dd>
<dd id="StarRocks.Generator.merge_sql" class="function"><a href="../generator.html#Generator.merge_sql">merge_sql</a></dd>
<dd id="StarRocks.Generator.tochar_sql" class="function"><a href="../generator.html#Generator.tochar_sql">tochar_sql</a></dd>
<dd id="StarRocks.Generator.dictproperty_sql" class="function"><a href="../generator.html#Generator.dictproperty_sql">dictproperty_sql</a></dd>
<dd id="StarRocks.Generator.dictrange_sql" class="function"><a href="../generator.html#Generator.dictrange_sql">dictrange_sql</a></dd>
<dd id="StarRocks.Generator.dictsubproperty_sql" class="function"><a href="../generator.html#Generator.dictsubproperty_sql">dictsubproperty_sql</a></dd>
</div>
<div><dt><a href="mysql.html#MySQL.Generator">sqlglot.dialects.mysql.MySQL.Generator</a></dt>

View file

@ -268,6 +268,8 @@ represents a python time format and the output the target time format</li>
Default: "upper"</li>
<li><strong>alias_post_tablesample (bool):</strong> if the table alias comes after tablesample
Default: False</li>
<li><strong>identifiers_can_start_with_digit (bool):</strong> if an unquoted identifier can start with digit
Default: False</li>
<li><strong>unsupported_level (ErrorLevel):</strong> determines the generator's behavior when it encounters
unsupported expressions. Default ErrorLevel.WARN.</li>
<li><strong>null_ordering (str):</strong> Indicates the default null ordering method to use if not explicitly set.
@ -494,7 +496,6 @@ Default: True</li>
<dd id="Tableau.Generator.check_sql" class="function"><a href="../generator.html#Generator.check_sql">check_sql</a></dd>
<dd id="Tableau.Generator.foreignkey_sql" class="function"><a href="../generator.html#Generator.foreignkey_sql">foreignkey_sql</a></dd>
<dd id="Tableau.Generator.primarykey_sql" class="function"><a href="../generator.html#Generator.primarykey_sql">primarykey_sql</a></dd>
<dd id="Tableau.Generator.unique_sql" class="function"><a href="../generator.html#Generator.unique_sql">unique_sql</a></dd>
<dd id="Tableau.Generator.matchagainst_sql" class="function"><a href="../generator.html#Generator.matchagainst_sql">matchagainst_sql</a></dd>
<dd id="Tableau.Generator.jsonkeyvalue_sql" class="function"><a href="../generator.html#Generator.jsonkeyvalue_sql">jsonkeyvalue_sql</a></dd>
<dd id="Tableau.Generator.jsonobject_sql" class="function"><a href="../generator.html#Generator.jsonobject_sql">jsonobject_sql</a></dd>
@ -586,6 +587,9 @@ Default: True</li>
<dd id="Tableau.Generator.when_sql" class="function"><a href="../generator.html#Generator.when_sql">when_sql</a></dd>
<dd id="Tableau.Generator.merge_sql" class="function"><a href="../generator.html#Generator.merge_sql">merge_sql</a></dd>
<dd id="Tableau.Generator.tochar_sql" class="function"><a href="../generator.html#Generator.tochar_sql">tochar_sql</a></dd>
<dd id="Tableau.Generator.dictproperty_sql" class="function"><a href="../generator.html#Generator.dictproperty_sql">dictproperty_sql</a></dd>
<dd id="Tableau.Generator.dictrange_sql" class="function"><a href="../generator.html#Generator.dictrange_sql">dictrange_sql</a></dd>
<dd id="Tableau.Generator.dictsubproperty_sql" class="function"><a href="../generator.html#Generator.dictsubproperty_sql">dictsubproperty_sql</a></dd>
</div>
</dl>
@ -617,7 +621,7 @@ a parsed syntax tree.</p>
<ul>
<li><strong>error_level:</strong> the desired error level.
Default: ErrorLevel.RAISE</li>
Default: ErrorLevel.IMMEDIATE</li>
<li><strong>error_message_context:</strong> determines the amount of context to capture from a
query string when displaying the error message (in number of characters).
Default: 50.</li>

View file

@ -236,7 +236,7 @@
</span><span id="L-142"><a href="#L-142"><span class="linenos">142</span></a> <span class="n">PROPERTIES_LOCATION</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="L-143"><a href="#L-143"><span class="linenos">143</span></a> <span class="o">**</span><span class="n">generator</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">PROPERTIES_LOCATION</span><span class="p">,</span>
</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">OnCommitProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">POST_INDEX</span><span class="p">,</span>
</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">PartitionedByProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">POST_INDEX</span><span class="p">,</span>
</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">PartitionedByProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">POST_EXPRESSION</span><span class="p">,</span>
</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">StabilityProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">POST_CREATE</span><span class="p">,</span>
</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a> <span class="p">}</span>
</span><span id="L-148"><a href="#L-148"><span class="linenos">148</span></a>
@ -422,7 +422,7 @@
</span><span id="Teradata-143"><a href="#Teradata-143"><span class="linenos">143</span></a> <span class="n">PROPERTIES_LOCATION</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Teradata-144"><a href="#Teradata-144"><span class="linenos">144</span></a> <span class="o">**</span><span class="n">generator</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">PROPERTIES_LOCATION</span><span class="p">,</span>
</span><span id="Teradata-145"><a href="#Teradata-145"><span class="linenos">145</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">OnCommitProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">POST_INDEX</span><span class="p">,</span>
</span><span id="Teradata-146"><a href="#Teradata-146"><span class="linenos">146</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">PartitionedByProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">POST_INDEX</span><span class="p">,</span>
</span><span id="Teradata-146"><a href="#Teradata-146"><span class="linenos">146</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">PartitionedByProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">POST_EXPRESSION</span><span class="p">,</span>
</span><span id="Teradata-147"><a href="#Teradata-147"><span class="linenos">147</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">StabilityProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">POST_CREATE</span><span class="p">,</span>
</span><span id="Teradata-148"><a href="#Teradata-148"><span class="linenos">148</span></a> <span class="p">}</span>
</span><span id="Teradata-149"><a href="#Teradata-149"><span class="linenos">149</span></a>
@ -649,7 +649,7 @@ a parsed syntax tree.</p>
<ul>
<li><strong>error_level:</strong> the desired error level.
Default: ErrorLevel.RAISE</li>
Default: ErrorLevel.IMMEDIATE</li>
<li><strong>error_message_context:</strong> determines the amount of context to capture from a
query string when displaying the error message (in number of characters).
Default: 50.</li>
@ -707,7 +707,7 @@ Default: "nulls_are_small"</li>
</span><span id="Teradata.Generator-143"><a href="#Teradata.Generator-143"><span class="linenos">143</span></a> <span class="n">PROPERTIES_LOCATION</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="Teradata.Generator-144"><a href="#Teradata.Generator-144"><span class="linenos">144</span></a> <span class="o">**</span><span class="n">generator</span><span class="o">.</span><span class="n">Generator</span><span class="o">.</span><span class="n">PROPERTIES_LOCATION</span><span class="p">,</span>
</span><span id="Teradata.Generator-145"><a href="#Teradata.Generator-145"><span class="linenos">145</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">OnCommitProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">POST_INDEX</span><span class="p">,</span>
</span><span id="Teradata.Generator-146"><a href="#Teradata.Generator-146"><span class="linenos">146</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">PartitionedByProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">POST_INDEX</span><span class="p">,</span>
</span><span id="Teradata.Generator-146"><a href="#Teradata.Generator-146"><span class="linenos">146</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">PartitionedByProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">POST_EXPRESSION</span><span class="p">,</span>
</span><span id="Teradata.Generator-147"><a href="#Teradata.Generator-147"><span class="linenos">147</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">StabilityProperty</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Properties</span><span class="o">.</span><span class="n">Location</span><span class="o">.</span><span class="n">POST_CREATE</span><span class="p">,</span>
</span><span id="Teradata.Generator-148"><a href="#Teradata.Generator-148"><span class="linenos">148</span></a> <span class="p">}</span>
</span><span id="Teradata.Generator-149"><a href="#Teradata.Generator-149"><span class="linenos">149</span></a>
@ -783,6 +783,8 @@ represents a python time format and the output the target time format</li>
Default: "upper"</li>
<li><strong>alias_post_tablesample (bool):</strong> if the table alias comes after tablesample
Default: False</li>
<li><strong>identifiers_can_start_with_digit (bool):</strong> if an unquoted identifier can start with digit
Default: False</li>
<li><strong>unsupported_level (ErrorLevel):</strong> determines the generator's behavior when it encounters
unsupported expressions. Default ErrorLevel.WARN.</li>
<li><strong>null_ordering (str):</strong> Indicates the default null ordering method to use if not explicitly set.
@ -1051,7 +1053,6 @@ Default: True</li>
<dd id="Teradata.Generator.check_sql" class="function"><a href="../generator.html#Generator.check_sql">check_sql</a></dd>
<dd id="Teradata.Generator.foreignkey_sql" class="function"><a href="../generator.html#Generator.foreignkey_sql">foreignkey_sql</a></dd>
<dd id="Teradata.Generator.primarykey_sql" class="function"><a href="../generator.html#Generator.primarykey_sql">primarykey_sql</a></dd>
<dd id="Teradata.Generator.unique_sql" class="function"><a href="../generator.html#Generator.unique_sql">unique_sql</a></dd>
<dd id="Teradata.Generator.if_sql" class="function"><a href="../generator.html#Generator.if_sql">if_sql</a></dd>
<dd id="Teradata.Generator.matchagainst_sql" class="function"><a href="../generator.html#Generator.matchagainst_sql">matchagainst_sql</a></dd>
<dd id="Teradata.Generator.jsonkeyvalue_sql" class="function"><a href="../generator.html#Generator.jsonkeyvalue_sql">jsonkeyvalue_sql</a></dd>
@ -1143,6 +1144,9 @@ Default: True</li>
<dd id="Teradata.Generator.when_sql" class="function"><a href="../generator.html#Generator.when_sql">when_sql</a></dd>
<dd id="Teradata.Generator.merge_sql" class="function"><a href="../generator.html#Generator.merge_sql">merge_sql</a></dd>
<dd id="Teradata.Generator.tochar_sql" class="function"><a href="../generator.html#Generator.tochar_sql">tochar_sql</a></dd>
<dd id="Teradata.Generator.dictproperty_sql" class="function"><a href="../generator.html#Generator.dictproperty_sql">dictproperty_sql</a></dd>
<dd id="Teradata.Generator.dictrange_sql" class="function"><a href="../generator.html#Generator.dictrange_sql">dictrange_sql</a></dd>
<dd id="Teradata.Generator.dictsubproperty_sql" class="function"><a href="../generator.html#Generator.dictsubproperty_sql">dictsubproperty_sql</a></dd>
</div>
</dl>

View file

@ -188,6 +188,8 @@ represents a python time format and the output the target time format</li>
Default: "upper"</li>
<li><strong>alias_post_tablesample (bool):</strong> if the table alias comes after tablesample
Default: False</li>
<li><strong>identifiers_can_start_with_digit (bool):</strong> if an unquoted identifier can start with digit
Default: False</li>
<li><strong>unsupported_level (ErrorLevel):</strong> determines the generator's behavior when it encounters
unsupported expressions. Default ErrorLevel.WARN.</li>
<li><strong>null_ordering (str):</strong> Indicates the default null ordering method to use if not explicitly set.
@ -351,7 +353,6 @@ Default: True</li>
<dd id="Trino.Generator.check_sql" class="function"><a href="../generator.html#Generator.check_sql">check_sql</a></dd>
<dd id="Trino.Generator.foreignkey_sql" class="function"><a href="../generator.html#Generator.foreignkey_sql">foreignkey_sql</a></dd>
<dd id="Trino.Generator.primarykey_sql" class="function"><a href="../generator.html#Generator.primarykey_sql">primarykey_sql</a></dd>
<dd id="Trino.Generator.unique_sql" class="function"><a href="../generator.html#Generator.unique_sql">unique_sql</a></dd>
<dd id="Trino.Generator.if_sql" class="function"><a href="../generator.html#Generator.if_sql">if_sql</a></dd>
<dd id="Trino.Generator.matchagainst_sql" class="function"><a href="../generator.html#Generator.matchagainst_sql">matchagainst_sql</a></dd>
<dd id="Trino.Generator.jsonkeyvalue_sql" class="function"><a href="../generator.html#Generator.jsonkeyvalue_sql">jsonkeyvalue_sql</a></dd>
@ -442,6 +443,9 @@ Default: True</li>
<dd id="Trino.Generator.when_sql" class="function"><a href="../generator.html#Generator.when_sql">when_sql</a></dd>
<dd id="Trino.Generator.merge_sql" class="function"><a href="../generator.html#Generator.merge_sql">merge_sql</a></dd>
<dd id="Trino.Generator.tochar_sql" class="function"><a href="../generator.html#Generator.tochar_sql">tochar_sql</a></dd>
<dd id="Trino.Generator.dictproperty_sql" class="function"><a href="../generator.html#Generator.dictproperty_sql">dictproperty_sql</a></dd>
<dd id="Trino.Generator.dictrange_sql" class="function"><a href="../generator.html#Generator.dictrange_sql">dictrange_sql</a></dd>
<dd id="Trino.Generator.dictsubproperty_sql" class="function"><a href="../generator.html#Generator.dictsubproperty_sql">dictsubproperty_sql</a></dd>
</div>
<div><dt><a href="presto.html#Presto.Generator">sqlglot.dialects.presto.Presto.Generator</a></dt>

View file

@ -1277,7 +1277,7 @@ a parsed syntax tree.</p>
<ul>
<li><strong>error_level:</strong> the desired error level.
Default: ErrorLevel.RAISE</li>
Default: ErrorLevel.IMMEDIATE</li>
<li><strong>error_message_context:</strong> determines the amount of context to capture from a
query string when displaying the error message (in number of characters).
Default: 50.</li>
@ -1422,6 +1422,8 @@ represents a python time format and the output the target time format</li>
Default: "upper"</li>
<li><strong>alias_post_tablesample (bool):</strong> if the table alias comes after tablesample
Default: False</li>
<li><strong>identifiers_can_start_with_digit (bool):</strong> if an unquoted identifier can start with digit
Default: False</li>
<li><strong>unsupported_level (ErrorLevel):</strong> determines the generator's behavior when it encounters
unsupported expressions. Default ErrorLevel.WARN.</li>
<li><strong>null_ordering (str):</strong> Indicates the default null ordering method to use if not explicitly set.
@ -1657,7 +1659,6 @@ Default: True</li>
<dd id="TSQL.Generator.check_sql" class="function"><a href="../generator.html#Generator.check_sql">check_sql</a></dd>
<dd id="TSQL.Generator.foreignkey_sql" class="function"><a href="../generator.html#Generator.foreignkey_sql">foreignkey_sql</a></dd>
<dd id="TSQL.Generator.primarykey_sql" class="function"><a href="../generator.html#Generator.primarykey_sql">primarykey_sql</a></dd>
<dd id="TSQL.Generator.unique_sql" class="function"><a href="../generator.html#Generator.unique_sql">unique_sql</a></dd>
<dd id="TSQL.Generator.if_sql" class="function"><a href="../generator.html#Generator.if_sql">if_sql</a></dd>
<dd id="TSQL.Generator.matchagainst_sql" class="function"><a href="../generator.html#Generator.matchagainst_sql">matchagainst_sql</a></dd>
<dd id="TSQL.Generator.jsonkeyvalue_sql" class="function"><a href="../generator.html#Generator.jsonkeyvalue_sql">jsonkeyvalue_sql</a></dd>
@ -1750,6 +1751,9 @@ Default: True</li>
<dd id="TSQL.Generator.when_sql" class="function"><a href="../generator.html#Generator.when_sql">when_sql</a></dd>
<dd id="TSQL.Generator.merge_sql" class="function"><a href="../generator.html#Generator.merge_sql">merge_sql</a></dd>
<dd id="TSQL.Generator.tochar_sql" class="function"><a href="../generator.html#Generator.tochar_sql">tochar_sql</a></dd>
<dd id="TSQL.Generator.dictproperty_sql" class="function"><a href="../generator.html#Generator.dictproperty_sql">dictproperty_sql</a></dd>
<dd id="TSQL.Generator.dictrange_sql" class="function"><a href="../generator.html#Generator.dictrange_sql">dictrange_sql</a></dd>
<dd id="TSQL.Generator.dictsubproperty_sql" class="function"><a href="../generator.html#Generator.dictsubproperty_sql">dictsubproperty_sql</a></dd>
</div>
</dl>

View file

@ -1653,6 +1653,8 @@ represents a python time format and the output the target time format</li>
Default: "upper"</li>
<li><strong>alias_post_tablesample (bool):</strong> if the table alias comes after tablesample
Default: False</li>
<li><strong>identifiers_can_start_with_digit (bool):</strong> if an unquoted identifier can start with digit
Default: False</li>
<li><strong>unsupported_level (ErrorLevel):</strong> determines the generator's behavior when it encounters
unsupported expressions. Default ErrorLevel.WARN.</li>
<li><strong>null_ordering (str):</strong> Indicates the default null ordering method to use if not explicitly set.
@ -1816,7 +1818,6 @@ Default: True</li>
<dd id="Python.Generator.check_sql" class="function"><a href="../generator.html#Generator.check_sql">check_sql</a></dd>
<dd id="Python.Generator.foreignkey_sql" class="function"><a href="../generator.html#Generator.foreignkey_sql">foreignkey_sql</a></dd>
<dd id="Python.Generator.primarykey_sql" class="function"><a href="../generator.html#Generator.primarykey_sql">primarykey_sql</a></dd>
<dd id="Python.Generator.unique_sql" class="function"><a href="../generator.html#Generator.unique_sql">unique_sql</a></dd>
<dd id="Python.Generator.if_sql" class="function"><a href="../generator.html#Generator.if_sql">if_sql</a></dd>
<dd id="Python.Generator.matchagainst_sql" class="function"><a href="../generator.html#Generator.matchagainst_sql">matchagainst_sql</a></dd>
<dd id="Python.Generator.jsonkeyvalue_sql" class="function"><a href="../generator.html#Generator.jsonkeyvalue_sql">jsonkeyvalue_sql</a></dd>
@ -1909,6 +1910,9 @@ Default: True</li>
<dd id="Python.Generator.when_sql" class="function"><a href="../generator.html#Generator.when_sql">when_sql</a></dd>
<dd id="Python.Generator.merge_sql" class="function"><a href="../generator.html#Generator.merge_sql">merge_sql</a></dd>
<dd id="Python.Generator.tochar_sql" class="function"><a href="../generator.html#Generator.tochar_sql">tochar_sql</a></dd>
<dd id="Python.Generator.dictproperty_sql" class="function"><a href="../generator.html#Generator.dictproperty_sql">dictproperty_sql</a></dd>
<dd id="Python.Generator.dictrange_sql" class="function"><a href="../generator.html#Generator.dictrange_sql">dictrange_sql</a></dd>
<dd id="Python.Generator.dictsubproperty_sql" class="function"><a href="../generator.html#Generator.dictsubproperty_sql">dictsubproperty_sql</a></dd>
</div>
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@ -35,13 +35,14 @@
<li><a href="optimizer/eliminate_joins.html">eliminate_joins</a></li>
<li><a href="optimizer/eliminate_subqueries.html">eliminate_subqueries</a></li>
<li><a href="optimizer/isolate_table_selects.html">isolate_table_selects</a></li>
<li><a href="optimizer/lower_identities.html">lower_identities</a></li>
<li><a href="optimizer/merge_subqueries.html">merge_subqueries</a></li>
<li><a href="optimizer/normalize.html">normalize</a></li>
<li><a href="optimizer/normalize_identifiers.html">normalize_identifiers</a></li>
<li><a href="optimizer/optimize_joins.html">optimize_joins</a></li>
<li><a href="optimizer/optimizer.html">optimizer</a></li>
<li><a href="optimizer/pushdown_predicates.html">pushdown_predicates</a></li>
<li><a href="optimizer/pushdown_projections.html">pushdown_projections</a></li>
<li><a href="optimizer/qualify.html">qualify</a></li>
<li><a href="optimizer/qualify_columns.html">qualify_columns</a></li>
<li><a href="optimizer/qualify_tables.html">qualify_tables</a></li>
<li><a href="optimizer/scope.html">scope</a></li>

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@ -73,93 +73,87 @@
</span><span id="L-3"><a href="#L-3"><span class="linenos"> 3</span></a><span class="kn">import</span> <span class="nn">itertools</span>
</span><span id="L-4"><a href="#L-4"><span class="linenos"> 4</span></a>
</span><span id="L-5"><a href="#L-5"><span class="linenos"> 5</span></a><span class="kn">from</span> <span class="nn">sqlglot</span> <span class="kn">import</span> <span class="n">exp</span>
</span><span id="L-6"><a href="#L-6"><span class="linenos"> 6</span></a><span class="kn">from</span> <span class="nn">sqlglot.helper</span> <span class="kn">import</span> <span class="n">should_identify</span>
</span><span id="L-6"><a href="#L-6"><span class="linenos"> 6</span></a>
</span><span id="L-7"><a href="#L-7"><span class="linenos"> 7</span></a>
</span><span id="L-8"><a href="#L-8"><span class="linenos"> 8</span></a>
</span><span id="L-9"><a href="#L-9"><span class="linenos"> 9</span></a><span class="k">def</span> <span class="nf">canonicalize</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">,</span> <span class="n">identify</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;safe&quot;</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="L-10"><a href="#L-10"><span class="linenos">10</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Converts a sql expression into a standard form.</span>
</span><span id="L-11"><a href="#L-11"><span class="linenos">11</span></a>
</span><span id="L-12"><a href="#L-12"><span class="linenos">12</span></a><span class="sd"> This method relies on annotate_types because many of the</span>
</span><span id="L-13"><a href="#L-13"><span class="linenos">13</span></a><span class="sd"> conversions rely on type inference.</span>
</span><span id="L-14"><a href="#L-14"><span class="linenos">14</span></a>
</span><span id="L-15"><a href="#L-15"><span class="linenos">15</span></a><span class="sd"> Args:</span>
</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a><span class="sd"> expression: The expression to canonicalize.</span>
</span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a><span class="sd"> identify: Whether or not to force identify identifier.</span>
</span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">replace_children</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">canonicalize</span><span class="p">,</span> <span class="n">identify</span><span class="o">=</span><span class="n">identify</span><span class="p">)</span>
</span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a>
</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">add_text_to_concat</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-22"><a href="#L-22"><span class="linenos">22</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">coerce_type</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-23"><a href="#L-23"><span class="linenos">23</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">remove_redundant_casts</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-24"><a href="#L-24"><span class="linenos">24</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">ensure_bool_predicates</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-8"><a href="#L-8"><span class="linenos"> 8</span></a><span class="k">def</span> <span class="nf">canonicalize</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="L-9"><a href="#L-9"><span class="linenos"> 9</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Converts a sql expression into a standard form.</span>
</span><span id="L-10"><a href="#L-10"><span class="linenos">10</span></a>
</span><span id="L-11"><a href="#L-11"><span class="linenos">11</span></a><span class="sd"> This method relies on annotate_types because many of the</span>
</span><span id="L-12"><a href="#L-12"><span class="linenos">12</span></a><span class="sd"> conversions rely on type inference.</span>
</span><span id="L-13"><a href="#L-13"><span class="linenos">13</span></a>
</span><span id="L-14"><a href="#L-14"><span class="linenos">14</span></a><span class="sd"> Args:</span>
</span><span id="L-15"><a href="#L-15"><span class="linenos">15</span></a><span class="sd"> expression: The expression to canonicalize.</span>
</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">replace_children</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">canonicalize</span><span class="p">)</span>
</span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a>
</span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">add_text_to_concat</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">coerce_type</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">remove_redundant_casts</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-22"><a href="#L-22"><span class="linenos">22</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">ensure_bool_predicates</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-23"><a href="#L-23"><span class="linenos">23</span></a>
</span><span id="L-24"><a href="#L-24"><span class="linenos">24</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="L-25"><a href="#L-25"><span class="linenos">25</span></a>
</span><span id="L-26"><a href="#L-26"><span class="linenos">26</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Identifier</span><span class="p">):</span>
</span><span id="L-27"><a href="#L-27"><span class="linenos">27</span></a> <span class="k">if</span> <span class="n">should_identify</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">identify</span><span class="p">):</span>
</span><span id="L-28"><a href="#L-28"><span class="linenos">28</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;quoted&quot;</span><span class="p">,</span> <span class="kc">True</span><span class="p">)</span>
</span><span id="L-29"><a href="#L-29"><span class="linenos">29</span></a>
</span><span id="L-30"><a href="#L-30"><span class="linenos">30</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="L-26"><a href="#L-26"><span class="linenos">26</span></a>
</span><span id="L-27"><a href="#L-27"><span class="linenos">27</span></a><span class="k">def</span> <span class="nf">add_text_to_concat</span><span class="p">(</span><span class="n">node</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="L-28"><a href="#L-28"><span class="linenos">28</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Add</span><span class="p">)</span> <span class="ow">and</span> <span class="n">node</span><span class="o">.</span><span class="n">type</span> <span class="ow">and</span> <span class="n">node</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span> <span class="ow">in</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">TEXT_TYPES</span><span class="p">:</span>
</span><span id="L-29"><a href="#L-29"><span class="linenos">29</span></a> <span class="n">node</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">Concat</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">node</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">expression</span><span class="o">=</span><span class="n">node</span><span class="o">.</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-30"><a href="#L-30"><span class="linenos">30</span></a> <span class="k">return</span> <span class="n">node</span>
</span><span id="L-31"><a href="#L-31"><span class="linenos">31</span></a>
</span><span id="L-32"><a href="#L-32"><span class="linenos">32</span></a>
</span><span id="L-33"><a href="#L-33"><span class="linenos">33</span></a><span class="k">def</span> <span class="nf">add_text_to_concat</span><span class="p">(</span><span class="n">node</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="L-34"><a href="#L-34"><span class="linenos">34</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Add</span><span class="p">)</span> <span class="ow">and</span> <span class="n">node</span><span class="o">.</span><span class="n">type</span> <span class="ow">and</span> <span class="n">node</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span> <span class="ow">in</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">TEXT_TYPES</span><span class="p">:</span>
</span><span id="L-35"><a href="#L-35"><span class="linenos">35</span></a> <span class="n">node</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">Concat</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">node</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">expression</span><span class="o">=</span><span class="n">node</span><span class="o">.</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-36"><a href="#L-36"><span class="linenos">36</span></a> <span class="k">return</span> <span class="n">node</span>
</span><span id="L-37"><a href="#L-37"><span class="linenos">37</span></a>
</span><span id="L-38"><a href="#L-38"><span class="linenos">38</span></a>
</span><span id="L-39"><a href="#L-39"><span class="linenos">39</span></a><span class="k">def</span> <span class="nf">coerce_type</span><span class="p">(</span><span class="n">node</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="L-40"><a href="#L-40"><span class="linenos">40</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Binary</span><span class="p">):</span>
</span><span id="L-41"><a href="#L-41"><span class="linenos">41</span></a> <span class="n">_coerce_date</span><span class="p">(</span><span class="n">node</span><span class="o">.</span><span class="n">left</span><span class="p">,</span> <span class="n">node</span><span class="o">.</span><span class="n">right</span><span class="p">)</span>
</span><span id="L-42"><a href="#L-42"><span class="linenos">42</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Between</span><span class="p">):</span>
</span><span id="L-43"><a href="#L-43"><span class="linenos">43</span></a> <span class="n">_coerce_date</span><span class="p">(</span><span class="n">node</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">node</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;low&quot;</span><span class="p">])</span>
</span><span id="L-44"><a href="#L-44"><span class="linenos">44</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Extract</span><span class="p">):</span>
</span><span id="L-45"><a href="#L-45"><span class="linenos">45</span></a> <span class="k">if</span> <span class="n">node</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">TEMPORAL_TYPES</span><span class="p">:</span>
</span><span id="L-46"><a href="#L-46"><span class="linenos">46</span></a> <span class="n">_replace_cast</span><span class="p">(</span><span class="n">node</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="s2">&quot;datetime&quot;</span><span class="p">)</span>
</span><span id="L-47"><a href="#L-47"><span class="linenos">47</span></a> <span class="k">return</span> <span class="n">node</span>
</span><span id="L-48"><a href="#L-48"><span class="linenos">48</span></a>
</span><span id="L-49"><a href="#L-49"><span class="linenos">49</span></a>
</span><span id="L-50"><a href="#L-50"><span class="linenos">50</span></a><span class="k">def</span> <span class="nf">remove_redundant_casts</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="L-51"><a href="#L-51"><span class="linenos">51</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="L-52"><a href="#L-52"><span class="linenos">52</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span>
</span><span id="L-53"><a href="#L-53"><span class="linenos">53</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">to</span><span class="o">.</span><span class="n">type</span>
</span><span id="L-54"><a href="#L-54"><span class="linenos">54</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">type</span>
</span><span id="L-55"><a href="#L-55"><span class="linenos">55</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">to</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-56"><a href="#L-56"><span class="linenos">56</span></a> <span class="p">):</span>
</span><span id="L-57"><a href="#L-57"><span class="linenos">57</span></a> <span class="k">return</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-58"><a href="#L-58"><span class="linenos">58</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="L-33"><a href="#L-33"><span class="linenos">33</span></a><span class="k">def</span> <span class="nf">coerce_type</span><span class="p">(</span><span class="n">node</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="L-34"><a href="#L-34"><span class="linenos">34</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Binary</span><span class="p">):</span>
</span><span id="L-35"><a href="#L-35"><span class="linenos">35</span></a> <span class="n">_coerce_date</span><span class="p">(</span><span class="n">node</span><span class="o">.</span><span class="n">left</span><span class="p">,</span> <span class="n">node</span><span class="o">.</span><span class="n">right</span><span class="p">)</span>
</span><span id="L-36"><a href="#L-36"><span class="linenos">36</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Between</span><span class="p">):</span>
</span><span id="L-37"><a href="#L-37"><span class="linenos">37</span></a> <span class="n">_coerce_date</span><span class="p">(</span><span class="n">node</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">node</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;low&quot;</span><span class="p">])</span>
</span><span id="L-38"><a href="#L-38"><span class="linenos">38</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Extract</span><span class="p">):</span>
</span><span id="L-39"><a href="#L-39"><span class="linenos">39</span></a> <span class="k">if</span> <span class="n">node</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">TEMPORAL_TYPES</span><span class="p">:</span>
</span><span id="L-40"><a href="#L-40"><span class="linenos">40</span></a> <span class="n">_replace_cast</span><span class="p">(</span><span class="n">node</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="s2">&quot;datetime&quot;</span><span class="p">)</span>
</span><span id="L-41"><a href="#L-41"><span class="linenos">41</span></a> <span class="k">return</span> <span class="n">node</span>
</span><span id="L-42"><a href="#L-42"><span class="linenos">42</span></a>
</span><span id="L-43"><a href="#L-43"><span class="linenos">43</span></a>
</span><span id="L-44"><a href="#L-44"><span class="linenos">44</span></a><span class="k">def</span> <span class="nf">remove_redundant_casts</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="L-45"><a href="#L-45"><span class="linenos">45</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="L-46"><a href="#L-46"><span class="linenos">46</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span>
</span><span id="L-47"><a href="#L-47"><span class="linenos">47</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">to</span><span class="o">.</span><span class="n">type</span>
</span><span id="L-48"><a href="#L-48"><span class="linenos">48</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">type</span>
</span><span id="L-49"><a href="#L-49"><span class="linenos">49</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">to</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-50"><a href="#L-50"><span class="linenos">50</span></a> <span class="p">):</span>
</span><span id="L-51"><a href="#L-51"><span class="linenos">51</span></a> <span class="k">return</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-52"><a href="#L-52"><span class="linenos">52</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="L-53"><a href="#L-53"><span class="linenos">53</span></a>
</span><span id="L-54"><a href="#L-54"><span class="linenos">54</span></a>
</span><span id="L-55"><a href="#L-55"><span class="linenos">55</span></a><span class="k">def</span> <span class="nf">ensure_bool_predicates</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="L-56"><a href="#L-56"><span class="linenos">56</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Connector</span><span class="p">):</span>
</span><span id="L-57"><a href="#L-57"><span class="linenos">57</span></a> <span class="n">_replace_int_predicate</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">left</span><span class="p">)</span>
</span><span id="L-58"><a href="#L-58"><span class="linenos">58</span></a> <span class="n">_replace_int_predicate</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">right</span><span class="p">)</span>
</span><span id="L-59"><a href="#L-59"><span class="linenos">59</span></a>
</span><span id="L-60"><a href="#L-60"><span class="linenos">60</span></a>
</span><span id="L-61"><a href="#L-61"><span class="linenos">61</span></a><span class="k">def</span> <span class="nf">ensure_bool_predicates</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="L-62"><a href="#L-62"><span class="linenos">62</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Connector</span><span class="p">):</span>
</span><span id="L-63"><a href="#L-63"><span class="linenos">63</span></a> <span class="n">_replace_int_predicate</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">left</span><span class="p">)</span>
</span><span id="L-64"><a href="#L-64"><span class="linenos">64</span></a> <span class="n">_replace_int_predicate</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">right</span><span class="p">)</span>
</span><span id="L-60"><a href="#L-60"><span class="linenos">60</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Where</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Having</span><span class="p">)):</span>
</span><span id="L-61"><a href="#L-61"><span class="linenos">61</span></a> <span class="n">_replace_int_predicate</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-62"><a href="#L-62"><span class="linenos">62</span></a>
</span><span id="L-63"><a href="#L-63"><span class="linenos">63</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="L-64"><a href="#L-64"><span class="linenos">64</span></a>
</span><span id="L-65"><a href="#L-65"><span class="linenos">65</span></a>
</span><span id="L-66"><a href="#L-66"><span class="linenos">66</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Where</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Having</span><span class="p">)):</span>
</span><span id="L-67"><a href="#L-67"><span class="linenos">67</span></a> <span class="n">_replace_int_predicate</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-68"><a href="#L-68"><span class="linenos">68</span></a>
</span><span id="L-69"><a href="#L-69"><span class="linenos">69</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="L-70"><a href="#L-70"><span class="linenos">70</span></a>
</span><span id="L-71"><a href="#L-71"><span class="linenos">71</span></a>
</span><span id="L-72"><a href="#L-72"><span class="linenos">72</span></a><span class="k">def</span> <span class="nf">_coerce_date</span><span class="p">(</span><span class="n">a</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">,</span> <span class="n">b</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-73"><a href="#L-73"><span class="linenos">73</span></a> <span class="k">for</span> <span class="n">a</span><span class="p">,</span> <span class="n">b</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">permutations</span><span class="p">([</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">]):</span>
</span><span id="L-74"><a href="#L-74"><span class="linenos">74</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="L-75"><a href="#L-75"><span class="linenos">75</span></a> <span class="n">a</span><span class="o">.</span><span class="n">type</span>
</span><span id="L-76"><a href="#L-76"><span class="linenos">76</span></a> <span class="ow">and</span> <span class="n">a</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">DATE</span>
</span><span id="L-77"><a href="#L-77"><span class="linenos">77</span></a> <span class="ow">and</span> <span class="n">b</span><span class="o">.</span><span class="n">type</span>
</span><span id="L-78"><a href="#L-78"><span class="linenos">78</span></a> <span class="ow">and</span> <span class="n">b</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">DATE</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">INTERVAL</span><span class="p">)</span>
</span><span id="L-79"><a href="#L-79"><span class="linenos">79</span></a> <span class="p">):</span>
</span><span id="L-80"><a href="#L-80"><span class="linenos">80</span></a> <span class="n">_replace_cast</span><span class="p">(</span><span class="n">b</span><span class="p">,</span> <span class="s2">&quot;date&quot;</span><span class="p">)</span>
</span><span id="L-81"><a href="#L-81"><span class="linenos">81</span></a>
</span><span id="L-66"><a href="#L-66"><span class="linenos">66</span></a><span class="k">def</span> <span class="nf">_coerce_date</span><span class="p">(</span><span class="n">a</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">,</span> <span class="n">b</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-67"><a href="#L-67"><span class="linenos">67</span></a> <span class="k">for</span> <span class="n">a</span><span class="p">,</span> <span class="n">b</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">permutations</span><span class="p">([</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="p">]):</span>
</span><span id="L-68"><a href="#L-68"><span class="linenos">68</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="L-69"><a href="#L-69"><span class="linenos">69</span></a> <span class="n">a</span><span class="o">.</span><span class="n">type</span>
</span><span id="L-70"><a href="#L-70"><span class="linenos">70</span></a> <span class="ow">and</span> <span class="n">a</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">DATE</span>
</span><span id="L-71"><a href="#L-71"><span class="linenos">71</span></a> <span class="ow">and</span> <span class="n">b</span><span class="o">.</span><span class="n">type</span>
</span><span id="L-72"><a href="#L-72"><span class="linenos">72</span></a> <span class="ow">and</span> <span class="n">b</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">DATE</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">Type</span><span class="o">.</span><span class="n">INTERVAL</span><span class="p">)</span>
</span><span id="L-73"><a href="#L-73"><span class="linenos">73</span></a> <span class="p">):</span>
</span><span id="L-74"><a href="#L-74"><span class="linenos">74</span></a> <span class="n">_replace_cast</span><span class="p">(</span><span class="n">b</span><span class="p">,</span> <span class="s2">&quot;date&quot;</span><span class="p">)</span>
</span><span id="L-75"><a href="#L-75"><span class="linenos">75</span></a>
</span><span id="L-76"><a href="#L-76"><span class="linenos">76</span></a>
</span><span id="L-77"><a href="#L-77"><span class="linenos">77</span></a><span class="k">def</span> <span class="nf">_replace_cast</span><span class="p">(</span><span class="n">node</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">,</span> <span class="n">to</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-78"><a href="#L-78"><span class="linenos">78</span></a> <span class="n">data_type</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">build</span><span class="p">(</span><span class="n">to</span><span class="p">)</span>
</span><span id="L-79"><a href="#L-79"><span class="linenos">79</span></a> <span class="n">cast</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">node</span><span class="o">.</span><span class="n">copy</span><span class="p">(),</span> <span class="n">to</span><span class="o">=</span><span class="n">data_type</span><span class="p">)</span>
</span><span id="L-80"><a href="#L-80"><span class="linenos">80</span></a> <span class="n">cast</span><span class="o">.</span><span class="n">type</span> <span class="o">=</span> <span class="n">data_type</span>
</span><span id="L-81"><a href="#L-81"><span class="linenos">81</span></a> <span class="n">node</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">cast</span><span class="p">)</span>
</span><span id="L-82"><a href="#L-82"><span class="linenos">82</span></a>
</span><span id="L-83"><a href="#L-83"><span class="linenos">83</span></a><span class="k">def</span> <span class="nf">_replace_cast</span><span class="p">(</span><span class="n">node</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">,</span> <span class="n">to</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-84"><a href="#L-84"><span class="linenos">84</span></a> <span class="n">data_type</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">build</span><span class="p">(</span><span class="n">to</span><span class="p">)</span>
</span><span id="L-85"><a href="#L-85"><span class="linenos">85</span></a> <span class="n">cast</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">node</span><span class="o">.</span><span class="n">copy</span><span class="p">(),</span> <span class="n">to</span><span class="o">=</span><span class="n">data_type</span><span class="p">)</span>
</span><span id="L-86"><a href="#L-86"><span class="linenos">86</span></a> <span class="n">cast</span><span class="o">.</span><span class="n">type</span> <span class="o">=</span> <span class="n">data_type</span>
</span><span id="L-87"><a href="#L-87"><span class="linenos">87</span></a> <span class="n">node</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">cast</span><span class="p">)</span>
</span><span id="L-88"><a href="#L-88"><span class="linenos">88</span></a>
</span><span id="L-89"><a href="#L-89"><span class="linenos">89</span></a>
</span><span id="L-90"><a href="#L-90"><span class="linenos">90</span></a><span class="k">def</span> <span class="nf">_replace_int_predicate</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-91"><a href="#L-91"><span class="linenos">91</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">type</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span> <span class="ow">in</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">INTEGER_TYPES</span><span class="p">:</span>
</span><span id="L-92"><a href="#L-92"><span class="linenos">92</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">NEQ</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">expression</span><span class="o">.</span><span class="n">copy</span><span class="p">(),</span> <span class="n">expression</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">Literal</span><span class="o">.</span><span class="n">number</span><span class="p">(</span><span class="mi">0</span><span class="p">)))</span>
</span><span id="L-83"><a href="#L-83"><span class="linenos">83</span></a>
</span><span id="L-84"><a href="#L-84"><span class="linenos">84</span></a><span class="k">def</span> <span class="nf">_replace_int_predicate</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-85"><a href="#L-85"><span class="linenos">85</span></a> <span class="k">if</span> <span class="n">expression</span><span class="o">.</span><span class="n">type</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span> <span class="ow">in</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">INTEGER_TYPES</span><span class="p">:</span>
</span><span id="L-86"><a href="#L-86"><span class="linenos">86</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">NEQ</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">expression</span><span class="o">.</span><span class="n">copy</span><span class="p">(),</span> <span class="n">expression</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">Literal</span><span class="o">.</span><span class="n">number</span><span class="p">(</span><span class="mi">0</span><span class="p">)))</span>
</span></pre></div>
@ -169,34 +163,29 @@
<div class="attr function">
<span class="def">def</span>
<span class="name">canonicalize</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="n">expression</span><span class="p">:</span> <span class="n"><a href="../expressions.html#Expression">sqlglot.expressions.Expression</a></span>,</span><span class="param"> <span class="n">identify</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">&#39;safe&#39;</span></span><span class="return-annotation">) -> <span class="n"><a href="../expressions.html#Expression">sqlglot.expressions.Expression</a></span>:</span></span>
<span class="name">canonicalize</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="n">expression</span><span class="p">:</span> <span class="n"><a href="../expressions.html#Expression">sqlglot.expressions.Expression</a></span></span><span class="return-annotation">) -> <span class="n"><a href="../expressions.html#Expression">sqlglot.expressions.Expression</a></span>:</span></span>
<label class="view-source-button" for="canonicalize-view-source"><span>View Source</span></label>
</div>
<a class="headerlink" href="#canonicalize"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="canonicalize-10"><a href="#canonicalize-10"><span class="linenos">10</span></a><span class="k">def</span> <span class="nf">canonicalize</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">,</span> <span class="n">identify</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;safe&quot;</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="canonicalize-11"><a href="#canonicalize-11"><span class="linenos">11</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Converts a sql expression into a standard form.</span>
</span><span id="canonicalize-12"><a href="#canonicalize-12"><span class="linenos">12</span></a>
</span><span id="canonicalize-13"><a href="#canonicalize-13"><span class="linenos">13</span></a><span class="sd"> This method relies on annotate_types because many of the</span>
</span><span id="canonicalize-14"><a href="#canonicalize-14"><span class="linenos">14</span></a><span class="sd"> conversions rely on type inference.</span>
</span><span id="canonicalize-15"><a href="#canonicalize-15"><span class="linenos">15</span></a>
</span><span id="canonicalize-16"><a href="#canonicalize-16"><span class="linenos">16</span></a><span class="sd"> Args:</span>
</span><span id="canonicalize-17"><a href="#canonicalize-17"><span class="linenos">17</span></a><span class="sd"> expression: The expression to canonicalize.</span>
</span><span id="canonicalize-18"><a href="#canonicalize-18"><span class="linenos">18</span></a><span class="sd"> identify: Whether or not to force identify identifier.</span>
</span><span id="canonicalize-19"><a href="#canonicalize-19"><span class="linenos">19</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="canonicalize-20"><a href="#canonicalize-20"><span class="linenos">20</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">replace_children</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">canonicalize</span><span class="p">,</span> <span class="n">identify</span><span class="o">=</span><span class="n">identify</span><span class="p">)</span>
</span><span id="canonicalize-21"><a href="#canonicalize-21"><span class="linenos">21</span></a>
</span><span id="canonicalize-22"><a href="#canonicalize-22"><span class="linenos">22</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">add_text_to_concat</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="canonicalize-23"><a href="#canonicalize-23"><span class="linenos">23</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">coerce_type</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="canonicalize-24"><a href="#canonicalize-24"><span class="linenos">24</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">remove_redundant_casts</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="canonicalize-25"><a href="#canonicalize-25"><span class="linenos">25</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">ensure_bool_predicates</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="canonicalize-26"><a href="#canonicalize-26"><span class="linenos">26</span></a>
</span><span id="canonicalize-27"><a href="#canonicalize-27"><span class="linenos">27</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Identifier</span><span class="p">):</span>
</span><span id="canonicalize-28"><a href="#canonicalize-28"><span class="linenos">28</span></a> <span class="k">if</span> <span class="n">should_identify</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">identify</span><span class="p">):</span>
</span><span id="canonicalize-29"><a href="#canonicalize-29"><span class="linenos">29</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;quoted&quot;</span><span class="p">,</span> <span class="kc">True</span><span class="p">)</span>
</span><span id="canonicalize-30"><a href="#canonicalize-30"><span class="linenos">30</span></a>
</span><span id="canonicalize-31"><a href="#canonicalize-31"><span class="linenos">31</span></a> <span class="k">return</span> <span class="n">expression</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="canonicalize-9"><a href="#canonicalize-9"><span class="linenos"> 9</span></a><span class="k">def</span> <span class="nf">canonicalize</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="canonicalize-10"><a href="#canonicalize-10"><span class="linenos">10</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Converts a sql expression into a standard form.</span>
</span><span id="canonicalize-11"><a href="#canonicalize-11"><span class="linenos">11</span></a>
</span><span id="canonicalize-12"><a href="#canonicalize-12"><span class="linenos">12</span></a><span class="sd"> This method relies on annotate_types because many of the</span>
</span><span id="canonicalize-13"><a href="#canonicalize-13"><span class="linenos">13</span></a><span class="sd"> conversions rely on type inference.</span>
</span><span id="canonicalize-14"><a href="#canonicalize-14"><span class="linenos">14</span></a>
</span><span id="canonicalize-15"><a href="#canonicalize-15"><span class="linenos">15</span></a><span class="sd"> Args:</span>
</span><span id="canonicalize-16"><a href="#canonicalize-16"><span class="linenos">16</span></a><span class="sd"> expression: The expression to canonicalize.</span>
</span><span id="canonicalize-17"><a href="#canonicalize-17"><span class="linenos">17</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="canonicalize-18"><a href="#canonicalize-18"><span class="linenos">18</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">replace_children</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">canonicalize</span><span class="p">)</span>
</span><span id="canonicalize-19"><a href="#canonicalize-19"><span class="linenos">19</span></a>
</span><span id="canonicalize-20"><a href="#canonicalize-20"><span class="linenos">20</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">add_text_to_concat</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="canonicalize-21"><a href="#canonicalize-21"><span class="linenos">21</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">coerce_type</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="canonicalize-22"><a href="#canonicalize-22"><span class="linenos">22</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">remove_redundant_casts</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="canonicalize-23"><a href="#canonicalize-23"><span class="linenos">23</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">ensure_bool_predicates</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="canonicalize-24"><a href="#canonicalize-24"><span class="linenos">24</span></a>
</span><span id="canonicalize-25"><a href="#canonicalize-25"><span class="linenos">25</span></a> <span class="k">return</span> <span class="n">expression</span>
</span></pre></div>
@ -209,7 +198,6 @@ conversions rely on type inference.</p>
<ul>
<li><strong>expression:</strong> The expression to canonicalize.</li>
<li><strong>identify:</strong> Whether or not to force identify identifier.</li>
</ul>
</div>
@ -226,10 +214,10 @@ conversions rely on type inference.</p>
</div>
<a class="headerlink" href="#add_text_to_concat"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="add_text_to_concat-34"><a href="#add_text_to_concat-34"><span class="linenos">34</span></a><span class="k">def</span> <span class="nf">add_text_to_concat</span><span class="p">(</span><span class="n">node</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="add_text_to_concat-35"><a href="#add_text_to_concat-35"><span class="linenos">35</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Add</span><span class="p">)</span> <span class="ow">and</span> <span class="n">node</span><span class="o">.</span><span class="n">type</span> <span class="ow">and</span> <span class="n">node</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span> <span class="ow">in</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">TEXT_TYPES</span><span class="p">:</span>
</span><span id="add_text_to_concat-36"><a href="#add_text_to_concat-36"><span class="linenos">36</span></a> <span class="n">node</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">Concat</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">node</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">expression</span><span class="o">=</span><span class="n">node</span><span class="o">.</span><span class="n">expression</span><span class="p">)</span>
</span><span id="add_text_to_concat-37"><a href="#add_text_to_concat-37"><span class="linenos">37</span></a> <span class="k">return</span> <span class="n">node</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="add_text_to_concat-28"><a href="#add_text_to_concat-28"><span class="linenos">28</span></a><span class="k">def</span> <span class="nf">add_text_to_concat</span><span class="p">(</span><span class="n">node</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="add_text_to_concat-29"><a href="#add_text_to_concat-29"><span class="linenos">29</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Add</span><span class="p">)</span> <span class="ow">and</span> <span class="n">node</span><span class="o">.</span><span class="n">type</span> <span class="ow">and</span> <span class="n">node</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span> <span class="ow">in</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">TEXT_TYPES</span><span class="p">:</span>
</span><span id="add_text_to_concat-30"><a href="#add_text_to_concat-30"><span class="linenos">30</span></a> <span class="n">node</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">Concat</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">node</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">expression</span><span class="o">=</span><span class="n">node</span><span class="o">.</span><span class="n">expression</span><span class="p">)</span>
</span><span id="add_text_to_concat-31"><a href="#add_text_to_concat-31"><span class="linenos">31</span></a> <span class="k">return</span> <span class="n">node</span>
</span></pre></div>
@ -247,15 +235,15 @@ conversions rely on type inference.</p>
</div>
<a class="headerlink" href="#coerce_type"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="coerce_type-40"><a href="#coerce_type-40"><span class="linenos">40</span></a><span class="k">def</span> <span class="nf">coerce_type</span><span class="p">(</span><span class="n">node</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="coerce_type-41"><a href="#coerce_type-41"><span class="linenos">41</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Binary</span><span class="p">):</span>
</span><span id="coerce_type-42"><a href="#coerce_type-42"><span class="linenos">42</span></a> <span class="n">_coerce_date</span><span class="p">(</span><span class="n">node</span><span class="o">.</span><span class="n">left</span><span class="p">,</span> <span class="n">node</span><span class="o">.</span><span class="n">right</span><span class="p">)</span>
</span><span id="coerce_type-43"><a href="#coerce_type-43"><span class="linenos">43</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Between</span><span class="p">):</span>
</span><span id="coerce_type-44"><a href="#coerce_type-44"><span class="linenos">44</span></a> <span class="n">_coerce_date</span><span class="p">(</span><span class="n">node</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">node</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;low&quot;</span><span class="p">])</span>
</span><span id="coerce_type-45"><a href="#coerce_type-45"><span class="linenos">45</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Extract</span><span class="p">):</span>
</span><span id="coerce_type-46"><a href="#coerce_type-46"><span class="linenos">46</span></a> <span class="k">if</span> <span class="n">node</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">TEMPORAL_TYPES</span><span class="p">:</span>
</span><span id="coerce_type-47"><a href="#coerce_type-47"><span class="linenos">47</span></a> <span class="n">_replace_cast</span><span class="p">(</span><span class="n">node</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="s2">&quot;datetime&quot;</span><span class="p">)</span>
</span><span id="coerce_type-48"><a href="#coerce_type-48"><span class="linenos">48</span></a> <span class="k">return</span> <span class="n">node</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="coerce_type-34"><a href="#coerce_type-34"><span class="linenos">34</span></a><span class="k">def</span> <span class="nf">coerce_type</span><span class="p">(</span><span class="n">node</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="coerce_type-35"><a href="#coerce_type-35"><span class="linenos">35</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Binary</span><span class="p">):</span>
</span><span id="coerce_type-36"><a href="#coerce_type-36"><span class="linenos">36</span></a> <span class="n">_coerce_date</span><span class="p">(</span><span class="n">node</span><span class="o">.</span><span class="n">left</span><span class="p">,</span> <span class="n">node</span><span class="o">.</span><span class="n">right</span><span class="p">)</span>
</span><span id="coerce_type-37"><a href="#coerce_type-37"><span class="linenos">37</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Between</span><span class="p">):</span>
</span><span id="coerce_type-38"><a href="#coerce_type-38"><span class="linenos">38</span></a> <span class="n">_coerce_date</span><span class="p">(</span><span class="n">node</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">node</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;low&quot;</span><span class="p">])</span>
</span><span id="coerce_type-39"><a href="#coerce_type-39"><span class="linenos">39</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">node</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Extract</span><span class="p">):</span>
</span><span id="coerce_type-40"><a href="#coerce_type-40"><span class="linenos">40</span></a> <span class="k">if</span> <span class="n">node</span><span class="o">.</span><span class="n">expression</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataType</span><span class="o">.</span><span class="n">TEMPORAL_TYPES</span><span class="p">:</span>
</span><span id="coerce_type-41"><a href="#coerce_type-41"><span class="linenos">41</span></a> <span class="n">_replace_cast</span><span class="p">(</span><span class="n">node</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="s2">&quot;datetime&quot;</span><span class="p">)</span>
</span><span id="coerce_type-42"><a href="#coerce_type-42"><span class="linenos">42</span></a> <span class="k">return</span> <span class="n">node</span>
</span></pre></div>
@ -273,15 +261,15 @@ conversions rely on type inference.</p>
</div>
<a class="headerlink" href="#remove_redundant_casts"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="remove_redundant_casts-51"><a href="#remove_redundant_casts-51"><span class="linenos">51</span></a><span class="k">def</span> <span class="nf">remove_redundant_casts</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="remove_redundant_casts-52"><a href="#remove_redundant_casts-52"><span class="linenos">52</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="remove_redundant_casts-53"><a href="#remove_redundant_casts-53"><span class="linenos">53</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span>
</span><span id="remove_redundant_casts-54"><a href="#remove_redundant_casts-54"><span class="linenos">54</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">to</span><span class="o">.</span><span class="n">type</span>
</span><span id="remove_redundant_casts-55"><a href="#remove_redundant_casts-55"><span class="linenos">55</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">type</span>
</span><span id="remove_redundant_casts-56"><a href="#remove_redundant_casts-56"><span class="linenos">56</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">to</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span>
</span><span id="remove_redundant_casts-57"><a href="#remove_redundant_casts-57"><span class="linenos">57</span></a> <span class="p">):</span>
</span><span id="remove_redundant_casts-58"><a href="#remove_redundant_casts-58"><span class="linenos">58</span></a> <span class="k">return</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span>
</span><span id="remove_redundant_casts-59"><a href="#remove_redundant_casts-59"><span class="linenos">59</span></a> <span class="k">return</span> <span class="n">expression</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="remove_redundant_casts-45"><a href="#remove_redundant_casts-45"><span class="linenos">45</span></a><span class="k">def</span> <span class="nf">remove_redundant_casts</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="remove_redundant_casts-46"><a href="#remove_redundant_casts-46"><span class="linenos">46</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="remove_redundant_casts-47"><a href="#remove_redundant_casts-47"><span class="linenos">47</span></a> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Cast</span><span class="p">)</span>
</span><span id="remove_redundant_casts-48"><a href="#remove_redundant_casts-48"><span class="linenos">48</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">to</span><span class="o">.</span><span class="n">type</span>
</span><span id="remove_redundant_casts-49"><a href="#remove_redundant_casts-49"><span class="linenos">49</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">type</span>
</span><span id="remove_redundant_casts-50"><a href="#remove_redundant_casts-50"><span class="linenos">50</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">to</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span> <span class="o">==</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">this</span>
</span><span id="remove_redundant_casts-51"><a href="#remove_redundant_casts-51"><span class="linenos">51</span></a> <span class="p">):</span>
</span><span id="remove_redundant_casts-52"><a href="#remove_redundant_casts-52"><span class="linenos">52</span></a> <span class="k">return</span> <span class="n">expression</span><span class="o">.</span><span class="n">this</span>
</span><span id="remove_redundant_casts-53"><a href="#remove_redundant_casts-53"><span class="linenos">53</span></a> <span class="k">return</span> <span class="n">expression</span>
</span></pre></div>
@ -299,15 +287,15 @@ conversions rely on type inference.</p>
</div>
<a class="headerlink" href="#ensure_bool_predicates"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="ensure_bool_predicates-62"><a href="#ensure_bool_predicates-62"><span class="linenos">62</span></a><span class="k">def</span> <span class="nf">ensure_bool_predicates</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="ensure_bool_predicates-63"><a href="#ensure_bool_predicates-63"><span class="linenos">63</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Connector</span><span class="p">):</span>
</span><span id="ensure_bool_predicates-64"><a href="#ensure_bool_predicates-64"><span class="linenos">64</span></a> <span class="n">_replace_int_predicate</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">left</span><span class="p">)</span>
</span><span id="ensure_bool_predicates-65"><a href="#ensure_bool_predicates-65"><span class="linenos">65</span></a> <span class="n">_replace_int_predicate</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">right</span><span class="p">)</span>
</span><span id="ensure_bool_predicates-66"><a href="#ensure_bool_predicates-66"><span class="linenos">66</span></a>
</span><span id="ensure_bool_predicates-67"><a href="#ensure_bool_predicates-67"><span class="linenos">67</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Where</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Having</span><span class="p">)):</span>
</span><span id="ensure_bool_predicates-68"><a href="#ensure_bool_predicates-68"><span class="linenos">68</span></a> <span class="n">_replace_int_predicate</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">)</span>
</span><span id="ensure_bool_predicates-69"><a href="#ensure_bool_predicates-69"><span class="linenos">69</span></a>
</span><span id="ensure_bool_predicates-70"><a href="#ensure_bool_predicates-70"><span class="linenos">70</span></a> <span class="k">return</span> <span class="n">expression</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="ensure_bool_predicates-56"><a href="#ensure_bool_predicates-56"><span class="linenos">56</span></a><span class="k">def</span> <span class="nf">ensure_bool_predicates</span><span class="p">(</span><span class="n">expression</span><span class="p">:</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">:</span>
</span><span id="ensure_bool_predicates-57"><a href="#ensure_bool_predicates-57"><span class="linenos">57</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Connector</span><span class="p">):</span>
</span><span id="ensure_bool_predicates-58"><a href="#ensure_bool_predicates-58"><span class="linenos">58</span></a> <span class="n">_replace_int_predicate</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">left</span><span class="p">)</span>
</span><span id="ensure_bool_predicates-59"><a href="#ensure_bool_predicates-59"><span class="linenos">59</span></a> <span class="n">_replace_int_predicate</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">right</span><span class="p">)</span>
</span><span id="ensure_bool_predicates-60"><a href="#ensure_bool_predicates-60"><span class="linenos">60</span></a>
</span><span id="ensure_bool_predicates-61"><a href="#ensure_bool_predicates-61"><span class="linenos">61</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Where</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Having</span><span class="p">)):</span>
</span><span id="ensure_bool_predicates-62"><a href="#ensure_bool_predicates-62"><span class="linenos">62</span></a> <span class="n">_replace_int_predicate</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">this</span><span class="p">)</span>
</span><span id="ensure_bool_predicates-63"><a href="#ensure_bool_predicates-63"><span class="linenos">63</span></a>
</span><span id="ensure_bool_predicates-64"><a href="#ensure_bool_predicates-64"><span class="linenos">64</span></a> <span class="k">return</span> <span class="n">expression</span>
</span></pre></div>

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@ -68,7 +68,7 @@
<div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos"> 1</span></a><span class="kn">from</span> <span class="nn">sqlglot</span> <span class="kn">import</span> <span class="n">exp</span>
</span><span id="L-2"><a href="#L-2"><span class="linenos"> 2</span></a><span class="kn">from</span> <span class="nn">sqlglot.helper</span> <span class="kn">import</span> <span class="n">tsort</span>
</span><span id="L-3"><a href="#L-3"><span class="linenos"> 3</span></a>
</span><span id="L-4"><a href="#L-4"><span class="linenos"> 4</span></a><span class="n">JOIN_ATTRS</span> <span class="o">=</span> <span class="p">(</span><span class="s2">&quot;on&quot;</span><span class="p">,</span> <span class="s2">&quot;side&quot;</span><span class="p">,</span> <span class="s2">&quot;kind&quot;</span><span class="p">,</span> <span class="s2">&quot;using&quot;</span><span class="p">,</span> <span class="s2">&quot;natural&quot;</span><span class="p">)</span>
</span><span id="L-4"><a href="#L-4"><span class="linenos"> 4</span></a><span class="n">JOIN_ATTRS</span> <span class="o">=</span> <span class="p">(</span><span class="s2">&quot;on&quot;</span><span class="p">,</span> <span class="s2">&quot;side&quot;</span><span class="p">,</span> <span class="s2">&quot;kind&quot;</span><span class="p">,</span> <span class="s2">&quot;using&quot;</span><span class="p">,</span> <span class="s2">&quot;method&quot;</span><span class="p">)</span>
</span><span id="L-5"><a href="#L-5"><span class="linenos"> 5</span></a>
</span><span id="L-6"><a href="#L-6"><span class="linenos"> 6</span></a>
</span><span id="L-7"><a href="#L-7"><span class="linenos"> 7</span></a><span class="k">def</span> <span class="nf">optimize_joins</span><span class="p">(</span><span class="n">expression</span><span class="p">):</span>

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@ -83,10 +83,10 @@
</span><span id="L-10"><a href="#L-10"><span class="linenos"> 10</span></a>
</span><span id="L-11"><a href="#L-11"><span class="linenos"> 11</span></a><span class="sd"> Example:</span>
</span><span id="L-12"><a href="#L-12"><span class="linenos"> 12</span></a><span class="sd"> &gt;&gt;&gt; import sqlglot</span>
</span><span id="L-13"><a href="#L-13"><span class="linenos"> 13</span></a><span class="sd"> &gt;&gt;&gt; sql = &quot;SELECT * FROM (SELECT * FROM x AS x) AS y WHERE y.a = 1&quot;</span>
</span><span id="L-13"><a href="#L-13"><span class="linenos"> 13</span></a><span class="sd"> &gt;&gt;&gt; sql = &quot;SELECT y.a AS a FROM (SELECT x.a AS a FROM x AS x) AS y WHERE y.a = 1&quot;</span>
</span><span id="L-14"><a href="#L-14"><span class="linenos"> 14</span></a><span class="sd"> &gt;&gt;&gt; expression = sqlglot.parse_one(sql)</span>
</span><span id="L-15"><a href="#L-15"><span class="linenos"> 15</span></a><span class="sd"> &gt;&gt;&gt; pushdown_predicates(expression).sql()</span>
</span><span id="L-16"><a href="#L-16"><span class="linenos"> 16</span></a><span class="sd"> &#39;SELECT * FROM (SELECT * FROM x AS x WHERE y.a = 1) AS y WHERE TRUE&#39;</span>
</span><span id="L-16"><a href="#L-16"><span class="linenos"> 16</span></a><span class="sd"> &#39;SELECT y.a AS a FROM (SELECT x.a AS a FROM x AS x WHERE x.a = 1) AS y WHERE TRUE&#39;</span>
</span><span id="L-17"><a href="#L-17"><span class="linenos"> 17</span></a>
</span><span id="L-18"><a href="#L-18"><span class="linenos"> 18</span></a><span class="sd"> Args:</span>
</span><span id="L-19"><a href="#L-19"><span class="linenos"> 19</span></a><span class="sd"> expression (sqlglot.Expression): expression to optimize</span>
@ -291,10 +291,10 @@
</span><span id="pushdown_predicates-11"><a href="#pushdown_predicates-11"><span class="linenos">11</span></a>
</span><span id="pushdown_predicates-12"><a href="#pushdown_predicates-12"><span class="linenos">12</span></a><span class="sd"> Example:</span>
</span><span id="pushdown_predicates-13"><a href="#pushdown_predicates-13"><span class="linenos">13</span></a><span class="sd"> &gt;&gt;&gt; import sqlglot</span>
</span><span id="pushdown_predicates-14"><a href="#pushdown_predicates-14"><span class="linenos">14</span></a><span class="sd"> &gt;&gt;&gt; sql = &quot;SELECT * FROM (SELECT * FROM x AS x) AS y WHERE y.a = 1&quot;</span>
</span><span id="pushdown_predicates-14"><a href="#pushdown_predicates-14"><span class="linenos">14</span></a><span class="sd"> &gt;&gt;&gt; sql = &quot;SELECT y.a AS a FROM (SELECT x.a AS a FROM x AS x) AS y WHERE y.a = 1&quot;</span>
</span><span id="pushdown_predicates-15"><a href="#pushdown_predicates-15"><span class="linenos">15</span></a><span class="sd"> &gt;&gt;&gt; expression = sqlglot.parse_one(sql)</span>
</span><span id="pushdown_predicates-16"><a href="#pushdown_predicates-16"><span class="linenos">16</span></a><span class="sd"> &gt;&gt;&gt; pushdown_predicates(expression).sql()</span>
</span><span id="pushdown_predicates-17"><a href="#pushdown_predicates-17"><span class="linenos">17</span></a><span class="sd"> &#39;SELECT * FROM (SELECT * FROM x AS x WHERE y.a = 1) AS y WHERE TRUE&#39;</span>
</span><span id="pushdown_predicates-17"><a href="#pushdown_predicates-17"><span class="linenos">17</span></a><span class="sd"> &#39;SELECT y.a AS a FROM (SELECT x.a AS a FROM x AS x WHERE x.a = 1) AS y WHERE TRUE&#39;</span>
</span><span id="pushdown_predicates-18"><a href="#pushdown_predicates-18"><span class="linenos">18</span></a>
</span><span id="pushdown_predicates-19"><a href="#pushdown_predicates-19"><span class="linenos">19</span></a><span class="sd"> Args:</span>
</span><span id="pushdown_predicates-20"><a href="#pushdown_predicates-20"><span class="linenos">20</span></a><span class="sd"> expression (sqlglot.Expression): expression to optimize</span>
@ -336,10 +336,10 @@
<blockquote>
<div class="pdoc-code codehilite">
<pre><span></span><code><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">sqlglot</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">sql</span> <span class="o">=</span> <span class="s2">&quot;SELECT * FROM (SELECT * FROM x AS x) AS y WHERE y.a = 1&quot;</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">sql</span> <span class="o">=</span> <span class="s2">&quot;SELECT y.a AS a FROM (SELECT x.a AS a FROM x AS x) AS y WHERE y.a = 1&quot;</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">expression</span> <span class="o">=</span> <span class="n"><a href="../../sqlglot.html#parse_one">sqlglot.parse_one</a></span><span class="p">(</span><span class="n">sql</span><span class="p">)</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">pushdown_predicates</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span><span class="o">.</span><span class="n">sql</span><span class="p">()</span>
<span class="go">&#39;SELECT * FROM (SELECT * FROM x AS x WHERE y.a = 1) AS y WHERE TRUE&#39;</span>
<span class="go">&#39;SELECT y.a AS a FROM (SELECT x.a AS a FROM x AS x WHERE x.a = 1) AS y WHERE TRUE&#39;</span>
</code></pre>
</div>
</blockquote>

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@ -56,101 +56,109 @@
<label class="view-source-button" for="mod-qualify_tables-view-source"><span>View Source</span></label>
<div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos"> 1</span></a><span class="kn">import</span> <span class="nn">itertools</span>
</span><span id="L-2"><a href="#L-2"><span class="linenos"> 2</span></a>
</span><span id="L-3"><a href="#L-3"><span class="linenos"> 3</span></a><span class="kn">from</span> <span class="nn">sqlglot</span> <span class="kn">import</span> <span class="n">alias</span><span class="p">,</span> <span class="n">exp</span>
</span><span id="L-4"><a href="#L-4"><span class="linenos"> 4</span></a><span class="kn">from</span> <span class="nn">sqlglot.helper</span> <span class="kn">import</span> <span class="n">csv_reader</span>
</span><span id="L-5"><a href="#L-5"><span class="linenos"> 5</span></a><span class="kn">from</span> <span class="nn">sqlglot.optimizer.scope</span> <span class="kn">import</span> <span class="n">Scope</span><span class="p">,</span> <span class="n">traverse_scope</span>
</span><span id="L-6"><a href="#L-6"><span class="linenos"> 6</span></a>
</span><span id="L-7"><a href="#L-7"><span class="linenos"> 7</span></a>
</span><span id="L-8"><a href="#L-8"><span class="linenos"> 8</span></a><span class="k">def</span> <span class="nf">qualify_tables</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">db</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">catalog</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">schema</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
</span><span id="L-9"><a href="#L-9"><span class="linenos"> 9</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="L-10"><a href="#L-10"><span class="linenos">10</span></a><span class="sd"> Rewrite sqlglot AST to have fully qualified tables. Additionally, this</span>
</span><span id="L-11"><a href="#L-11"><span class="linenos">11</span></a><span class="sd"> replaces &quot;join constructs&quot; (*) by equivalent SELECT * subqueries.</span>
</span><span id="L-12"><a href="#L-12"><span class="linenos">12</span></a>
</span><span id="L-13"><a href="#L-13"><span class="linenos">13</span></a><span class="sd"> Examples:</span>
</span><span id="L-14"><a href="#L-14"><span class="linenos">14</span></a><span class="sd"> &gt;&gt;&gt; import sqlglot</span>
</span><span id="L-15"><a href="#L-15"><span class="linenos">15</span></a><span class="sd"> &gt;&gt;&gt; expression = sqlglot.parse_one(&quot;SELECT 1 FROM tbl&quot;)</span>
</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a><span class="sd"> &gt;&gt;&gt; qualify_tables(expression, db=&quot;db&quot;).sql()</span>
</span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a><span class="sd"> &#39;SELECT 1 FROM db.tbl AS tbl&#39;</span>
</span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a><span class="sd"> &gt;&gt;&gt;</span>
</span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a><span class="sd"> &gt;&gt;&gt; expression = sqlglot.parse_one(&quot;SELECT * FROM (tbl1 JOIN tbl2 ON id1 = id2)&quot;)</span>
</span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a><span class="sd"> &gt;&gt;&gt; qualify_tables(expression).sql()</span>
</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a><span class="sd"> &#39;SELECT * FROM (SELECT * FROM tbl1 AS tbl1 JOIN tbl2 AS tbl2 ON id1 = id2) AS _q_0&#39;</span>
</span><span id="L-22"><a href="#L-22"><span class="linenos">22</span></a>
</span><span id="L-23"><a href="#L-23"><span class="linenos">23</span></a><span class="sd"> Args:</span>
</span><span id="L-24"><a href="#L-24"><span class="linenos">24</span></a><span class="sd"> expression (sqlglot.Expression): expression to qualify</span>
</span><span id="L-25"><a href="#L-25"><span class="linenos">25</span></a><span class="sd"> db (str): Database name</span>
</span><span id="L-26"><a href="#L-26"><span class="linenos">26</span></a><span class="sd"> catalog (str): Catalog name</span>
</span><span id="L-27"><a href="#L-27"><span class="linenos">27</span></a><span class="sd"> schema: A schema to populate</span>
</span><span id="L-28"><a href="#L-28"><span class="linenos">28</span></a>
</span><span id="L-29"><a href="#L-29"><span class="linenos">29</span></a><span class="sd"> Returns:</span>
</span><span id="L-30"><a href="#L-30"><span class="linenos">30</span></a><span class="sd"> sqlglot.Expression: qualified expression</span>
</span><span id="L-31"><a href="#L-31"><span class="linenos">31</span></a>
</span><span id="L-32"><a href="#L-32"><span class="linenos">32</span></a><span class="sd"> (*) See section 7.2.1.2 in https://www.postgresql.org/docs/current/queries-table-expressions.html</span>
</span><span id="L-33"><a href="#L-33"><span class="linenos">33</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-34"><a href="#L-34"><span class="linenos">34</span></a> <span class="n">sequence</span> <span class="o">=</span> <span class="n">itertools</span><span class="o">.</span><span class="n">count</span><span class="p">()</span>
</span><span id="L-35"><a href="#L-35"><span class="linenos">35</span></a>
</span><span id="L-36"><a href="#L-36"><span class="linenos">36</span></a> <span class="n">next_name</span> <span class="o">=</span> <span class="k">lambda</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;_q_</span><span class="si">{</span><span class="nb">next</span><span class="p">(</span><span class="n">sequence</span><span class="p">)</span><span class="si">}</span><span class="s2">&quot;</span>
</span><span id="L-37"><a href="#L-37"><span class="linenos">37</span></a>
</span><span id="L-38"><a href="#L-38"><span class="linenos">38</span></a> <span class="k">for</span> <span class="n">scope</span> <span class="ow">in</span> <span class="n">traverse_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">):</span>
</span><span id="L-39"><a href="#L-39"><span class="linenos">39</span></a> <span class="k">for</span> <span class="n">derived_table</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">ctes</span><span class="p">,</span> <span class="n">scope</span><span class="o">.</span><span class="n">derived_tables</span><span class="p">):</span>
</span><span id="L-40"><a href="#L-40"><span class="linenos">40</span></a> <span class="c1"># Expand join construct</span>
</span><span id="L-41"><a href="#L-41"><span class="linenos">41</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">derived_table</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">):</span>
</span><span id="L-42"><a href="#L-42"><span class="linenos">42</span></a> <span class="n">unnested</span> <span class="o">=</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">unnest</span><span class="p">()</span>
</span><span id="L-43"><a href="#L-43"><span class="linenos">43</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">unnested</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span>
</span><span id="L-44"><a href="#L-44"><span class="linenos">44</span></a> <span class="n">derived_table</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="s2">&quot;*&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">from_</span><span class="p">(</span><span class="n">unnested</span><span class="o">.</span><span class="n">copy</span><span class="p">(),</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span>
</span><span id="L-45"><a href="#L-45"><span class="linenos">45</span></a>
</span><span id="L-46"><a href="#L-46"><span class="linenos">46</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">):</span>
</span><span id="L-47"><a href="#L-47"><span class="linenos">47</span></a> <span class="n">alias_</span> <span class="o">=</span> <span class="n">next_name</span><span class="p">()</span>
</span><span id="L-48"><a href="#L-48"><span class="linenos">48</span></a> <span class="n">derived_table</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">alias_</span><span class="p">)))</span>
</span><span id="L-49"><a href="#L-49"><span class="linenos">49</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">rename_source</span><span class="p">(</span><span class="kc">None</span><span class="p">,</span> <span class="n">alias_</span><span class="p">)</span>
</span><span id="L-50"><a href="#L-50"><span class="linenos">50</span></a>
</span><span id="L-51"><a href="#L-51"><span class="linenos">51</span></a> <span class="n">pivots</span> <span class="o">=</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;pivots&quot;</span><span class="p">)</span>
</span><span id="L-52"><a href="#L-52"><span class="linenos">52</span></a> <span class="k">if</span> <span class="n">pivots</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span>
</span><span id="L-53"><a href="#L-53"><span class="linenos">53</span></a> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_name</span><span class="p">())))</span>
</span><span id="L-54"><a href="#L-54"><span class="linenos">54</span></a>
</span><span id="L-55"><a href="#L-55"><span class="linenos">55</span></a> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">source</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
</span><span id="L-56"><a href="#L-56"><span class="linenos">56</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span>
</span><span id="L-57"><a href="#L-57"><span class="linenos">57</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Identifier</span><span class="p">):</span>
</span><span id="L-58"><a href="#L-58"><span class="linenos">58</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;db&quot;</span><span class="p">):</span>
</span><span id="L-59"><a href="#L-59"><span class="linenos">59</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;db&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">db</span><span class="p">))</span>
</span><span id="L-60"><a href="#L-60"><span class="linenos">60</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;catalog&quot;</span><span class="p">):</span>
</span><span id="L-61"><a href="#L-61"><span class="linenos">61</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;catalog&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">catalog</span><span class="p">))</span>
</span><span id="L-62"><a href="#L-62"><span class="linenos">62</span></a>
</span><span id="L-63"><a href="#L-63"><span class="linenos">63</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span>
</span><span id="L-64"><a href="#L-64"><span class="linenos">64</span></a> <span class="n">source</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span>
</span><span id="L-65"><a href="#L-65"><span class="linenos">65</span></a> <span class="n">alias</span><span class="p">(</span>
</span><span id="L-66"><a href="#L-66"><span class="linenos">66</span></a> <span class="n">source</span><span class="p">,</span>
</span><span id="L-67"><a href="#L-67"><span class="linenos">67</span></a> <span class="n">name</span> <span class="ow">or</span> <span class="n">source</span><span class="o">.</span><span class="n">name</span> <span class="ow">or</span> <span class="n">next_name</span><span class="p">(),</span>
</span><span id="L-68"><a href="#L-68"><span class="linenos">68</span></a> <span class="n">copy</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
</span><span id="L-69"><a href="#L-69"><span class="linenos">69</span></a> <span class="n">table</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
</span><span id="L-70"><a href="#L-70"><span class="linenos">70</span></a> <span class="p">)</span>
</span><span id="L-71"><a href="#L-71"><span class="linenos">71</span></a> <span class="p">)</span>
</span><span id="L-72"><a href="#L-72"><span class="linenos">72</span></a>
</span><span id="L-73"><a href="#L-73"><span class="linenos">73</span></a> <span class="n">pivots</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;pivots&quot;</span><span class="p">)</span>
</span><span id="L-74"><a href="#L-74"><span class="linenos">74</span></a> <span class="k">if</span> <span class="n">pivots</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span>
</span><span id="L-75"><a href="#L-75"><span class="linenos">75</span></a> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_name</span><span class="p">())))</span>
</span><span id="L-76"><a href="#L-76"><span class="linenos">76</span></a>
</span><span id="L-77"><a href="#L-77"><span class="linenos">77</span></a> <span class="k">if</span> <span class="n">schema</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">ReadCSV</span><span class="p">):</span>
</span><span id="L-78"><a href="#L-78"><span class="linenos">78</span></a> <span class="k">with</span> <span class="n">csv_reader</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">)</span> <span class="k">as</span> <span class="n">reader</span><span class="p">:</span>
</span><span id="L-79"><a href="#L-79"><span class="linenos">79</span></a> <span class="n">header</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">reader</span><span class="p">)</span>
</span><span id="L-80"><a href="#L-80"><span class="linenos">80</span></a> <span class="n">columns</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">reader</span><span class="p">)</span>
</span><span id="L-81"><a href="#L-81"><span class="linenos">81</span></a> <span class="n">schema</span><span class="o">.</span><span class="n">add_table</span><span class="p">(</span>
</span><span id="L-82"><a href="#L-82"><span class="linenos">82</span></a> <span class="n">source</span><span class="p">,</span> <span class="p">{</span><span class="n">k</span><span class="p">:</span> <span class="nb">type</span><span class="p">(</span><span class="n">v</span><span class="p">)</span><span class="o">.</span><span class="vm">__name__</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">header</span><span class="p">,</span> <span class="n">columns</span><span class="p">)}</span>
</span><span id="L-83"><a href="#L-83"><span class="linenos">83</span></a> <span class="p">)</span>
</span><span id="L-84"><a href="#L-84"><span class="linenos">84</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">Scope</span><span class="p">)</span> <span class="ow">and</span> <span class="n">source</span><span class="o">.</span><span class="n">is_udtf</span><span class="p">:</span>
</span><span id="L-85"><a href="#L-85"><span class="linenos">85</span></a> <span class="n">udtf</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">expression</span>
</span><span id="L-86"><a href="#L-86"><span class="linenos">86</span></a> <span class="n">table_alias</span> <span class="o">=</span> <span class="n">udtf</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">next_name</span><span class="p">())</span>
</span><span id="L-87"><a href="#L-87"><span class="linenos">87</span></a> <span class="n">udtf</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">,</span> <span class="n">table_alias</span><span class="p">)</span>
</span><span id="L-88"><a href="#L-88"><span class="linenos">88</span></a>
</span><span id="L-89"><a href="#L-89"><span class="linenos">89</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">table_alias</span><span class="o">.</span><span class="n">name</span><span class="p">:</span>
</span><span id="L-90"><a href="#L-90"><span class="linenos">90</span></a> <span class="n">table_alias</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;this&quot;</span><span class="p">,</span> <span class="n">next_name</span><span class="p">())</span>
</span><span id="L-91"><a href="#L-91"><span class="linenos">91</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">udtf</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Values</span><span class="p">)</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">table_alias</span><span class="o">.</span><span class="n">columns</span><span class="p">:</span>
</span><span id="L-92"><a href="#L-92"><span class="linenos">92</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">e</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">udtf</span><span class="o">.</span><span class="n">expressions</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">expressions</span><span class="p">):</span>
</span><span id="L-93"><a href="#L-93"><span class="linenos">93</span></a> <span class="n">table_alias</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">&quot;columns&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;_col_</span><span class="si">{</span><span class="n">i</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">))</span>
</span><span id="L-94"><a href="#L-94"><span class="linenos">94</span></a>
</span><span id="L-95"><a href="#L-95"><span class="linenos">95</span></a> <span class="k">return</span> <span class="n">expression</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos"> 1</span></a><span class="kn">import</span> <span class="nn">itertools</span>
</span><span id="L-2"><a href="#L-2"><span class="linenos"> 2</span></a><span class="kn">import</span> <span class="nn">typing</span> <span class="k">as</span> <span class="nn">t</span>
</span><span id="L-3"><a href="#L-3"><span class="linenos"> 3</span></a>
</span><span id="L-4"><a href="#L-4"><span class="linenos"> 4</span></a><span class="kn">from</span> <span class="nn">sqlglot</span> <span class="kn">import</span> <span class="n">alias</span><span class="p">,</span> <span class="n">exp</span>
</span><span id="L-5"><a href="#L-5"><span class="linenos"> 5</span></a><span class="kn">from</span> <span class="nn">sqlglot._typing</span> <span class="kn">import</span> <span class="n">E</span>
</span><span id="L-6"><a href="#L-6"><span class="linenos"> 6</span></a><span class="kn">from</span> <span class="nn">sqlglot.helper</span> <span class="kn">import</span> <span class="n">csv_reader</span><span class="p">,</span> <span class="n">name_sequence</span>
</span><span id="L-7"><a href="#L-7"><span class="linenos"> 7</span></a><span class="kn">from</span> <span class="nn">sqlglot.optimizer.scope</span> <span class="kn">import</span> <span class="n">Scope</span><span class="p">,</span> <span class="n">traverse_scope</span>
</span><span id="L-8"><a href="#L-8"><span class="linenos"> 8</span></a><span class="kn">from</span> <span class="nn">sqlglot.schema</span> <span class="kn">import</span> <span class="n">Schema</span>
</span><span id="L-9"><a href="#L-9"><span class="linenos"> 9</span></a>
</span><span id="L-10"><a href="#L-10"><span class="linenos"> 10</span></a>
</span><span id="L-11"><a href="#L-11"><span class="linenos"> 11</span></a><span class="k">def</span> <span class="nf">qualify_tables</span><span class="p">(</span>
</span><span id="L-12"><a href="#L-12"><span class="linenos"> 12</span></a> <span class="n">expression</span><span class="p">:</span> <span class="n">E</span><span class="p">,</span>
</span><span id="L-13"><a href="#L-13"><span class="linenos"> 13</span></a> <span class="n">db</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="L-14"><a href="#L-14"><span class="linenos"> 14</span></a> <span class="n">catalog</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="L-15"><a href="#L-15"><span class="linenos"> 15</span></a> <span class="n">schema</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">Schema</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="L-16"><a href="#L-16"><span class="linenos"> 16</span></a><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">E</span><span class="p">:</span>
</span><span id="L-17"><a href="#L-17"><span class="linenos"> 17</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="L-18"><a href="#L-18"><span class="linenos"> 18</span></a><span class="sd"> Rewrite sqlglot AST to have fully qualified tables. Additionally, this</span>
</span><span id="L-19"><a href="#L-19"><span class="linenos"> 19</span></a><span class="sd"> replaces &quot;join constructs&quot; (*) by equivalent SELECT * subqueries.</span>
</span><span id="L-20"><a href="#L-20"><span class="linenos"> 20</span></a>
</span><span id="L-21"><a href="#L-21"><span class="linenos"> 21</span></a><span class="sd"> Examples:</span>
</span><span id="L-22"><a href="#L-22"><span class="linenos"> 22</span></a><span class="sd"> &gt;&gt;&gt; import sqlglot</span>
</span><span id="L-23"><a href="#L-23"><span class="linenos"> 23</span></a><span class="sd"> &gt;&gt;&gt; expression = sqlglot.parse_one(&quot;SELECT 1 FROM tbl&quot;)</span>
</span><span id="L-24"><a href="#L-24"><span class="linenos"> 24</span></a><span class="sd"> &gt;&gt;&gt; qualify_tables(expression, db=&quot;db&quot;).sql()</span>
</span><span id="L-25"><a href="#L-25"><span class="linenos"> 25</span></a><span class="sd"> &#39;SELECT 1 FROM db.tbl AS tbl&#39;</span>
</span><span id="L-26"><a href="#L-26"><span class="linenos"> 26</span></a><span class="sd"> &gt;&gt;&gt;</span>
</span><span id="L-27"><a href="#L-27"><span class="linenos"> 27</span></a><span class="sd"> &gt;&gt;&gt; expression = sqlglot.parse_one(&quot;SELECT * FROM (tbl1 JOIN tbl2 ON id1 = id2)&quot;)</span>
</span><span id="L-28"><a href="#L-28"><span class="linenos"> 28</span></a><span class="sd"> &gt;&gt;&gt; qualify_tables(expression).sql()</span>
</span><span id="L-29"><a href="#L-29"><span class="linenos"> 29</span></a><span class="sd"> &#39;SELECT * FROM (SELECT * FROM tbl1 AS tbl1 JOIN tbl2 AS tbl2 ON id1 = id2) AS _q_0&#39;</span>
</span><span id="L-30"><a href="#L-30"><span class="linenos"> 30</span></a>
</span><span id="L-31"><a href="#L-31"><span class="linenos"> 31</span></a><span class="sd"> Args:</span>
</span><span id="L-32"><a href="#L-32"><span class="linenos"> 32</span></a><span class="sd"> expression: Expression to qualify</span>
</span><span id="L-33"><a href="#L-33"><span class="linenos"> 33</span></a><span class="sd"> db: Database name</span>
</span><span id="L-34"><a href="#L-34"><span class="linenos"> 34</span></a><span class="sd"> catalog: Catalog name</span>
</span><span id="L-35"><a href="#L-35"><span class="linenos"> 35</span></a><span class="sd"> schema: A schema to populate</span>
</span><span id="L-36"><a href="#L-36"><span class="linenos"> 36</span></a>
</span><span id="L-37"><a href="#L-37"><span class="linenos"> 37</span></a><span class="sd"> Returns:</span>
</span><span id="L-38"><a href="#L-38"><span class="linenos"> 38</span></a><span class="sd"> The qualified expression.</span>
</span><span id="L-39"><a href="#L-39"><span class="linenos"> 39</span></a>
</span><span id="L-40"><a href="#L-40"><span class="linenos"> 40</span></a><span class="sd"> (*) See section 7.2.1.2 in https://www.postgresql.org/docs/current/queries-table-expressions.html</span>
</span><span id="L-41"><a href="#L-41"><span class="linenos"> 41</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-42"><a href="#L-42"><span class="linenos"> 42</span></a> <span class="n">next_alias_name</span> <span class="o">=</span> <span class="n">name_sequence</span><span class="p">(</span><span class="s2">&quot;_q_&quot;</span><span class="p">)</span>
</span><span id="L-43"><a href="#L-43"><span class="linenos"> 43</span></a>
</span><span id="L-44"><a href="#L-44"><span class="linenos"> 44</span></a> <span class="k">for</span> <span class="n">scope</span> <span class="ow">in</span> <span class="n">traverse_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">):</span>
</span><span id="L-45"><a href="#L-45"><span class="linenos"> 45</span></a> <span class="k">for</span> <span class="n">derived_table</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">ctes</span><span class="p">,</span> <span class="n">scope</span><span class="o">.</span><span class="n">derived_tables</span><span class="p">):</span>
</span><span id="L-46"><a href="#L-46"><span class="linenos"> 46</span></a> <span class="c1"># Expand join construct</span>
</span><span id="L-47"><a href="#L-47"><span class="linenos"> 47</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">derived_table</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">):</span>
</span><span id="L-48"><a href="#L-48"><span class="linenos"> 48</span></a> <span class="n">unnested</span> <span class="o">=</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">unnest</span><span class="p">()</span>
</span><span id="L-49"><a href="#L-49"><span class="linenos"> 49</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">unnested</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span>
</span><span id="L-50"><a href="#L-50"><span class="linenos"> 50</span></a> <span class="n">derived_table</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="s2">&quot;*&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">from_</span><span class="p">(</span><span class="n">unnested</span><span class="o">.</span><span class="n">copy</span><span class="p">(),</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span>
</span><span id="L-51"><a href="#L-51"><span class="linenos"> 51</span></a>
</span><span id="L-52"><a href="#L-52"><span class="linenos"> 52</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">):</span>
</span><span id="L-53"><a href="#L-53"><span class="linenos"> 53</span></a> <span class="n">alias_</span> <span class="o">=</span> <span class="n">next_alias_name</span><span class="p">()</span>
</span><span id="L-54"><a href="#L-54"><span class="linenos"> 54</span></a> <span class="n">derived_table</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">alias_</span><span class="p">)))</span>
</span><span id="L-55"><a href="#L-55"><span class="linenos"> 55</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">rename_source</span><span class="p">(</span><span class="kc">None</span><span class="p">,</span> <span class="n">alias_</span><span class="p">)</span>
</span><span id="L-56"><a href="#L-56"><span class="linenos"> 56</span></a>
</span><span id="L-57"><a href="#L-57"><span class="linenos"> 57</span></a> <span class="n">pivots</span> <span class="o">=</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;pivots&quot;</span><span class="p">)</span>
</span><span id="L-58"><a href="#L-58"><span class="linenos"> 58</span></a> <span class="k">if</span> <span class="n">pivots</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span>
</span><span id="L-59"><a href="#L-59"><span class="linenos"> 59</span></a> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">())))</span>
</span><span id="L-60"><a href="#L-60"><span class="linenos"> 60</span></a>
</span><span id="L-61"><a href="#L-61"><span class="linenos"> 61</span></a> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">source</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
</span><span id="L-62"><a href="#L-62"><span class="linenos"> 62</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span>
</span><span id="L-63"><a href="#L-63"><span class="linenos"> 63</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Identifier</span><span class="p">):</span>
</span><span id="L-64"><a href="#L-64"><span class="linenos"> 64</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;db&quot;</span><span class="p">):</span>
</span><span id="L-65"><a href="#L-65"><span class="linenos"> 65</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;db&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">db</span><span class="p">))</span>
</span><span id="L-66"><a href="#L-66"><span class="linenos"> 66</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;catalog&quot;</span><span class="p">):</span>
</span><span id="L-67"><a href="#L-67"><span class="linenos"> 67</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;catalog&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">catalog</span><span class="p">))</span>
</span><span id="L-68"><a href="#L-68"><span class="linenos"> 68</span></a>
</span><span id="L-69"><a href="#L-69"><span class="linenos"> 69</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span>
</span><span id="L-70"><a href="#L-70"><span class="linenos"> 70</span></a> <span class="n">source</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span>
</span><span id="L-71"><a href="#L-71"><span class="linenos"> 71</span></a> <span class="n">alias</span><span class="p">(</span>
</span><span id="L-72"><a href="#L-72"><span class="linenos"> 72</span></a> <span class="n">source</span><span class="p">,</span>
</span><span id="L-73"><a href="#L-73"><span class="linenos"> 73</span></a> <span class="n">name</span> <span class="ow">or</span> <span class="n">source</span><span class="o">.</span><span class="n">name</span> <span class="ow">or</span> <span class="n">next_alias_name</span><span class="p">(),</span>
</span><span id="L-74"><a href="#L-74"><span class="linenos"> 74</span></a> <span class="n">copy</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
</span><span id="L-75"><a href="#L-75"><span class="linenos"> 75</span></a> <span class="n">table</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
</span><span id="L-76"><a href="#L-76"><span class="linenos"> 76</span></a> <span class="p">)</span>
</span><span id="L-77"><a href="#L-77"><span class="linenos"> 77</span></a> <span class="p">)</span>
</span><span id="L-78"><a href="#L-78"><span class="linenos"> 78</span></a>
</span><span id="L-79"><a href="#L-79"><span class="linenos"> 79</span></a> <span class="n">pivots</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;pivots&quot;</span><span class="p">)</span>
</span><span id="L-80"><a href="#L-80"><span class="linenos"> 80</span></a> <span class="k">if</span> <span class="n">pivots</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span>
</span><span id="L-81"><a href="#L-81"><span class="linenos"> 81</span></a> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
</span><span id="L-82"><a href="#L-82"><span class="linenos"> 82</span></a> <span class="s2">&quot;alias&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">()))</span>
</span><span id="L-83"><a href="#L-83"><span class="linenos"> 83</span></a> <span class="p">)</span>
</span><span id="L-84"><a href="#L-84"><span class="linenos"> 84</span></a>
</span><span id="L-85"><a href="#L-85"><span class="linenos"> 85</span></a> <span class="k">if</span> <span class="n">schema</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">ReadCSV</span><span class="p">):</span>
</span><span id="L-86"><a href="#L-86"><span class="linenos"> 86</span></a> <span class="k">with</span> <span class="n">csv_reader</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">)</span> <span class="k">as</span> <span class="n">reader</span><span class="p">:</span>
</span><span id="L-87"><a href="#L-87"><span class="linenos"> 87</span></a> <span class="n">header</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">reader</span><span class="p">)</span>
</span><span id="L-88"><a href="#L-88"><span class="linenos"> 88</span></a> <span class="n">columns</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">reader</span><span class="p">)</span>
</span><span id="L-89"><a href="#L-89"><span class="linenos"> 89</span></a> <span class="n">schema</span><span class="o">.</span><span class="n">add_table</span><span class="p">(</span>
</span><span id="L-90"><a href="#L-90"><span class="linenos"> 90</span></a> <span class="n">source</span><span class="p">,</span> <span class="p">{</span><span class="n">k</span><span class="p">:</span> <span class="nb">type</span><span class="p">(</span><span class="n">v</span><span class="p">)</span><span class="o">.</span><span class="vm">__name__</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">header</span><span class="p">,</span> <span class="n">columns</span><span class="p">)}</span>
</span><span id="L-91"><a href="#L-91"><span class="linenos"> 91</span></a> <span class="p">)</span>
</span><span id="L-92"><a href="#L-92"><span class="linenos"> 92</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">Scope</span><span class="p">)</span> <span class="ow">and</span> <span class="n">source</span><span class="o">.</span><span class="n">is_udtf</span><span class="p">:</span>
</span><span id="L-93"><a href="#L-93"><span class="linenos"> 93</span></a> <span class="n">udtf</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">expression</span>
</span><span id="L-94"><a href="#L-94"><span class="linenos"> 94</span></a> <span class="n">table_alias</span> <span class="o">=</span> <span class="n">udtf</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">next_alias_name</span><span class="p">())</span>
</span><span id="L-95"><a href="#L-95"><span class="linenos"> 95</span></a> <span class="n">udtf</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">,</span> <span class="n">table_alias</span><span class="p">)</span>
</span><span id="L-96"><a href="#L-96"><span class="linenos"> 96</span></a>
</span><span id="L-97"><a href="#L-97"><span class="linenos"> 97</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">table_alias</span><span class="o">.</span><span class="n">name</span><span class="p">:</span>
</span><span id="L-98"><a href="#L-98"><span class="linenos"> 98</span></a> <span class="n">table_alias</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;this&quot;</span><span class="p">,</span> <span class="n">next_alias_name</span><span class="p">())</span>
</span><span id="L-99"><a href="#L-99"><span class="linenos"> 99</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">udtf</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Values</span><span class="p">)</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">table_alias</span><span class="o">.</span><span class="n">columns</span><span class="p">:</span>
</span><span id="L-100"><a href="#L-100"><span class="linenos">100</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">e</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">udtf</span><span class="o">.</span><span class="n">expressions</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">expressions</span><span class="p">):</span>
</span><span id="L-101"><a href="#L-101"><span class="linenos">101</span></a> <span class="n">table_alias</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">&quot;columns&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;_col_</span><span class="si">{</span><span class="n">i</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">))</span>
</span><span id="L-102"><a href="#L-102"><span class="linenos">102</span></a>
</span><span id="L-103"><a href="#L-103"><span class="linenos">103</span></a> <span class="k">return</span> <span class="n">expression</span>
</span></pre></div>
@ -160,100 +168,105 @@
<div class="attr function">
<span class="def">def</span>
<span class="name">qualify_tables</span><span class="signature pdoc-code condensed">(<span class="param"><span class="n">expression</span>, </span><span class="param"><span class="n">db</span><span class="o">=</span><span class="kc">None</span>, </span><span class="param"><span class="n">catalog</span><span class="o">=</span><span class="kc">None</span>, </span><span class="param"><span class="n">schema</span><span class="o">=</span><span class="kc">None</span></span><span class="return-annotation">):</span></span>
<span class="name">qualify_tables</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="n">expression</span><span class="p">:</span> <span class="o">~</span><span class="n">E</span>,</span><span class="param"> <span class="n">db</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">catalog</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>,</span><span class="param"> <span class="n">schema</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n"><a href="../schema.html#Schema">sqlglot.schema.Schema</a></span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span></span><span class="return-annotation">) -> <span class="o">~</span><span class="n">E</span>:</span></span>
<label class="view-source-button" for="qualify_tables-view-source"><span>View Source</span></label>
</div>
<a class="headerlink" href="#qualify_tables"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="qualify_tables-9"><a href="#qualify_tables-9"><span class="linenos"> 9</span></a><span class="k">def</span> <span class="nf">qualify_tables</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="n">db</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">catalog</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">schema</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
</span><span id="qualify_tables-10"><a href="#qualify_tables-10"><span class="linenos">10</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="qualify_tables-11"><a href="#qualify_tables-11"><span class="linenos">11</span></a><span class="sd"> Rewrite sqlglot AST to have fully qualified tables. Additionally, this</span>
</span><span id="qualify_tables-12"><a href="#qualify_tables-12"><span class="linenos">12</span></a><span class="sd"> replaces &quot;join constructs&quot; (*) by equivalent SELECT * subqueries.</span>
</span><span id="qualify_tables-13"><a href="#qualify_tables-13"><span class="linenos">13</span></a>
</span><span id="qualify_tables-14"><a href="#qualify_tables-14"><span class="linenos">14</span></a><span class="sd"> Examples:</span>
</span><span id="qualify_tables-15"><a href="#qualify_tables-15"><span class="linenos">15</span></a><span class="sd"> &gt;&gt;&gt; import sqlglot</span>
</span><span id="qualify_tables-16"><a href="#qualify_tables-16"><span class="linenos">16</span></a><span class="sd"> &gt;&gt;&gt; expression = sqlglot.parse_one(&quot;SELECT 1 FROM tbl&quot;)</span>
</span><span id="qualify_tables-17"><a href="#qualify_tables-17"><span class="linenos">17</span></a><span class="sd"> &gt;&gt;&gt; qualify_tables(expression, db=&quot;db&quot;).sql()</span>
</span><span id="qualify_tables-18"><a href="#qualify_tables-18"><span class="linenos">18</span></a><span class="sd"> &#39;SELECT 1 FROM db.tbl AS tbl&#39;</span>
</span><span id="qualify_tables-19"><a href="#qualify_tables-19"><span class="linenos">19</span></a><span class="sd"> &gt;&gt;&gt;</span>
</span><span id="qualify_tables-20"><a href="#qualify_tables-20"><span class="linenos">20</span></a><span class="sd"> &gt;&gt;&gt; expression = sqlglot.parse_one(&quot;SELECT * FROM (tbl1 JOIN tbl2 ON id1 = id2)&quot;)</span>
</span><span id="qualify_tables-21"><a href="#qualify_tables-21"><span class="linenos">21</span></a><span class="sd"> &gt;&gt;&gt; qualify_tables(expression).sql()</span>
</span><span id="qualify_tables-22"><a href="#qualify_tables-22"><span class="linenos">22</span></a><span class="sd"> &#39;SELECT * FROM (SELECT * FROM tbl1 AS tbl1 JOIN tbl2 AS tbl2 ON id1 = id2) AS _q_0&#39;</span>
</span><span id="qualify_tables-23"><a href="#qualify_tables-23"><span class="linenos">23</span></a>
</span><span id="qualify_tables-24"><a href="#qualify_tables-24"><span class="linenos">24</span></a><span class="sd"> Args:</span>
</span><span id="qualify_tables-25"><a href="#qualify_tables-25"><span class="linenos">25</span></a><span class="sd"> expression (sqlglot.Expression): expression to qualify</span>
</span><span id="qualify_tables-26"><a href="#qualify_tables-26"><span class="linenos">26</span></a><span class="sd"> db (str): Database name</span>
</span><span id="qualify_tables-27"><a href="#qualify_tables-27"><span class="linenos">27</span></a><span class="sd"> catalog (str): Catalog name</span>
</span><span id="qualify_tables-28"><a href="#qualify_tables-28"><span class="linenos">28</span></a><span class="sd"> schema: A schema to populate</span>
</span><span id="qualify_tables-29"><a href="#qualify_tables-29"><span class="linenos">29</span></a>
</span><span id="qualify_tables-30"><a href="#qualify_tables-30"><span class="linenos">30</span></a><span class="sd"> Returns:</span>
</span><span id="qualify_tables-31"><a href="#qualify_tables-31"><span class="linenos">31</span></a><span class="sd"> sqlglot.Expression: qualified expression</span>
</span><span id="qualify_tables-32"><a href="#qualify_tables-32"><span class="linenos">32</span></a>
</span><span id="qualify_tables-33"><a href="#qualify_tables-33"><span class="linenos">33</span></a><span class="sd"> (*) See section 7.2.1.2 in https://www.postgresql.org/docs/current/queries-table-expressions.html</span>
</span><span id="qualify_tables-34"><a href="#qualify_tables-34"><span class="linenos">34</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="qualify_tables-35"><a href="#qualify_tables-35"><span class="linenos">35</span></a> <span class="n">sequence</span> <span class="o">=</span> <span class="n">itertools</span><span class="o">.</span><span class="n">count</span><span class="p">()</span>
</span><span id="qualify_tables-36"><a href="#qualify_tables-36"><span class="linenos">36</span></a>
</span><span id="qualify_tables-37"><a href="#qualify_tables-37"><span class="linenos">37</span></a> <span class="n">next_name</span> <span class="o">=</span> <span class="k">lambda</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;_q_</span><span class="si">{</span><span class="nb">next</span><span class="p">(</span><span class="n">sequence</span><span class="p">)</span><span class="si">}</span><span class="s2">&quot;</span>
</span><span id="qualify_tables-38"><a href="#qualify_tables-38"><span class="linenos">38</span></a>
</span><span id="qualify_tables-39"><a href="#qualify_tables-39"><span class="linenos">39</span></a> <span class="k">for</span> <span class="n">scope</span> <span class="ow">in</span> <span class="n">traverse_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">):</span>
</span><span id="qualify_tables-40"><a href="#qualify_tables-40"><span class="linenos">40</span></a> <span class="k">for</span> <span class="n">derived_table</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">ctes</span><span class="p">,</span> <span class="n">scope</span><span class="o">.</span><span class="n">derived_tables</span><span class="p">):</span>
</span><span id="qualify_tables-41"><a href="#qualify_tables-41"><span class="linenos">41</span></a> <span class="c1"># Expand join construct</span>
</span><span id="qualify_tables-42"><a href="#qualify_tables-42"><span class="linenos">42</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">derived_table</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">):</span>
</span><span id="qualify_tables-43"><a href="#qualify_tables-43"><span class="linenos">43</span></a> <span class="n">unnested</span> <span class="o">=</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">unnest</span><span class="p">()</span>
</span><span id="qualify_tables-44"><a href="#qualify_tables-44"><span class="linenos">44</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">unnested</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span>
</span><span id="qualify_tables-45"><a href="#qualify_tables-45"><span class="linenos">45</span></a> <span class="n">derived_table</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="s2">&quot;*&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">from_</span><span class="p">(</span><span class="n">unnested</span><span class="o">.</span><span class="n">copy</span><span class="p">(),</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span>
</span><span id="qualify_tables-46"><a href="#qualify_tables-46"><span class="linenos">46</span></a>
</span><span id="qualify_tables-47"><a href="#qualify_tables-47"><span class="linenos">47</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">):</span>
</span><span id="qualify_tables-48"><a href="#qualify_tables-48"><span class="linenos">48</span></a> <span class="n">alias_</span> <span class="o">=</span> <span class="n">next_name</span><span class="p">()</span>
</span><span id="qualify_tables-49"><a href="#qualify_tables-49"><span class="linenos">49</span></a> <span class="n">derived_table</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">alias_</span><span class="p">)))</span>
</span><span id="qualify_tables-50"><a href="#qualify_tables-50"><span class="linenos">50</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">rename_source</span><span class="p">(</span><span class="kc">None</span><span class="p">,</span> <span class="n">alias_</span><span class="p">)</span>
</span><span id="qualify_tables-51"><a href="#qualify_tables-51"><span class="linenos">51</span></a>
</span><span id="qualify_tables-52"><a href="#qualify_tables-52"><span class="linenos">52</span></a> <span class="n">pivots</span> <span class="o">=</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;pivots&quot;</span><span class="p">)</span>
</span><span id="qualify_tables-53"><a href="#qualify_tables-53"><span class="linenos">53</span></a> <span class="k">if</span> <span class="n">pivots</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span>
</span><span id="qualify_tables-54"><a href="#qualify_tables-54"><span class="linenos">54</span></a> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_name</span><span class="p">())))</span>
</span><span id="qualify_tables-55"><a href="#qualify_tables-55"><span class="linenos">55</span></a>
</span><span id="qualify_tables-56"><a href="#qualify_tables-56"><span class="linenos">56</span></a> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">source</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
</span><span id="qualify_tables-57"><a href="#qualify_tables-57"><span class="linenos">57</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span>
</span><span id="qualify_tables-58"><a href="#qualify_tables-58"><span class="linenos">58</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Identifier</span><span class="p">):</span>
</span><span id="qualify_tables-59"><a href="#qualify_tables-59"><span class="linenos">59</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;db&quot;</span><span class="p">):</span>
</span><span id="qualify_tables-60"><a href="#qualify_tables-60"><span class="linenos">60</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;db&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">db</span><span class="p">))</span>
</span><span id="qualify_tables-61"><a href="#qualify_tables-61"><span class="linenos">61</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;catalog&quot;</span><span class="p">):</span>
</span><span id="qualify_tables-62"><a href="#qualify_tables-62"><span class="linenos">62</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;catalog&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">catalog</span><span class="p">))</span>
</span><span id="qualify_tables-63"><a href="#qualify_tables-63"><span class="linenos">63</span></a>
</span><span id="qualify_tables-64"><a href="#qualify_tables-64"><span class="linenos">64</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span>
</span><span id="qualify_tables-65"><a href="#qualify_tables-65"><span class="linenos">65</span></a> <span class="n">source</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span>
</span><span id="qualify_tables-66"><a href="#qualify_tables-66"><span class="linenos">66</span></a> <span class="n">alias</span><span class="p">(</span>
</span><span id="qualify_tables-67"><a href="#qualify_tables-67"><span class="linenos">67</span></a> <span class="n">source</span><span class="p">,</span>
</span><span id="qualify_tables-68"><a href="#qualify_tables-68"><span class="linenos">68</span></a> <span class="n">name</span> <span class="ow">or</span> <span class="n">source</span><span class="o">.</span><span class="n">name</span> <span class="ow">or</span> <span class="n">next_name</span><span class="p">(),</span>
</span><span id="qualify_tables-69"><a href="#qualify_tables-69"><span class="linenos">69</span></a> <span class="n">copy</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
</span><span id="qualify_tables-70"><a href="#qualify_tables-70"><span class="linenos">70</span></a> <span class="n">table</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
</span><span id="qualify_tables-71"><a href="#qualify_tables-71"><span class="linenos">71</span></a> <span class="p">)</span>
</span><span id="qualify_tables-72"><a href="#qualify_tables-72"><span class="linenos">72</span></a> <span class="p">)</span>
</span><span id="qualify_tables-73"><a href="#qualify_tables-73"><span class="linenos">73</span></a>
</span><span id="qualify_tables-74"><a href="#qualify_tables-74"><span class="linenos">74</span></a> <span class="n">pivots</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;pivots&quot;</span><span class="p">)</span>
</span><span id="qualify_tables-75"><a href="#qualify_tables-75"><span class="linenos">75</span></a> <span class="k">if</span> <span class="n">pivots</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span>
</span><span id="qualify_tables-76"><a href="#qualify_tables-76"><span class="linenos">76</span></a> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_name</span><span class="p">())))</span>
</span><span id="qualify_tables-77"><a href="#qualify_tables-77"><span class="linenos">77</span></a>
</span><span id="qualify_tables-78"><a href="#qualify_tables-78"><span class="linenos">78</span></a> <span class="k">if</span> <span class="n">schema</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">ReadCSV</span><span class="p">):</span>
</span><span id="qualify_tables-79"><a href="#qualify_tables-79"><span class="linenos">79</span></a> <span class="k">with</span> <span class="n">csv_reader</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">)</span> <span class="k">as</span> <span class="n">reader</span><span class="p">:</span>
</span><span id="qualify_tables-80"><a href="#qualify_tables-80"><span class="linenos">80</span></a> <span class="n">header</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">reader</span><span class="p">)</span>
</span><span id="qualify_tables-81"><a href="#qualify_tables-81"><span class="linenos">81</span></a> <span class="n">columns</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">reader</span><span class="p">)</span>
</span><span id="qualify_tables-82"><a href="#qualify_tables-82"><span class="linenos">82</span></a> <span class="n">schema</span><span class="o">.</span><span class="n">add_table</span><span class="p">(</span>
</span><span id="qualify_tables-83"><a href="#qualify_tables-83"><span class="linenos">83</span></a> <span class="n">source</span><span class="p">,</span> <span class="p">{</span><span class="n">k</span><span class="p">:</span> <span class="nb">type</span><span class="p">(</span><span class="n">v</span><span class="p">)</span><span class="o">.</span><span class="vm">__name__</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">header</span><span class="p">,</span> <span class="n">columns</span><span class="p">)}</span>
</span><span id="qualify_tables-84"><a href="#qualify_tables-84"><span class="linenos">84</span></a> <span class="p">)</span>
</span><span id="qualify_tables-85"><a href="#qualify_tables-85"><span class="linenos">85</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">Scope</span><span class="p">)</span> <span class="ow">and</span> <span class="n">source</span><span class="o">.</span><span class="n">is_udtf</span><span class="p">:</span>
</span><span id="qualify_tables-86"><a href="#qualify_tables-86"><span class="linenos">86</span></a> <span class="n">udtf</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">expression</span>
</span><span id="qualify_tables-87"><a href="#qualify_tables-87"><span class="linenos">87</span></a> <span class="n">table_alias</span> <span class="o">=</span> <span class="n">udtf</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">next_name</span><span class="p">())</span>
</span><span id="qualify_tables-88"><a href="#qualify_tables-88"><span class="linenos">88</span></a> <span class="n">udtf</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">,</span> <span class="n">table_alias</span><span class="p">)</span>
</span><span id="qualify_tables-89"><a href="#qualify_tables-89"><span class="linenos">89</span></a>
</span><span id="qualify_tables-90"><a href="#qualify_tables-90"><span class="linenos">90</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">table_alias</span><span class="o">.</span><span class="n">name</span><span class="p">:</span>
</span><span id="qualify_tables-91"><a href="#qualify_tables-91"><span class="linenos">91</span></a> <span class="n">table_alias</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;this&quot;</span><span class="p">,</span> <span class="n">next_name</span><span class="p">())</span>
</span><span id="qualify_tables-92"><a href="#qualify_tables-92"><span class="linenos">92</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">udtf</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Values</span><span class="p">)</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">table_alias</span><span class="o">.</span><span class="n">columns</span><span class="p">:</span>
</span><span id="qualify_tables-93"><a href="#qualify_tables-93"><span class="linenos">93</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">e</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">udtf</span><span class="o">.</span><span class="n">expressions</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">expressions</span><span class="p">):</span>
</span><span id="qualify_tables-94"><a href="#qualify_tables-94"><span class="linenos">94</span></a> <span class="n">table_alias</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">&quot;columns&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;_col_</span><span class="si">{</span><span class="n">i</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">))</span>
</span><span id="qualify_tables-95"><a href="#qualify_tables-95"><span class="linenos">95</span></a>
</span><span id="qualify_tables-96"><a href="#qualify_tables-96"><span class="linenos">96</span></a> <span class="k">return</span> <span class="n">expression</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="qualify_tables-12"><a href="#qualify_tables-12"><span class="linenos"> 12</span></a><span class="k">def</span> <span class="nf">qualify_tables</span><span class="p">(</span>
</span><span id="qualify_tables-13"><a href="#qualify_tables-13"><span class="linenos"> 13</span></a> <span class="n">expression</span><span class="p">:</span> <span class="n">E</span><span class="p">,</span>
</span><span id="qualify_tables-14"><a href="#qualify_tables-14"><span class="linenos"> 14</span></a> <span class="n">db</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="qualify_tables-15"><a href="#qualify_tables-15"><span class="linenos"> 15</span></a> <span class="n">catalog</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="qualify_tables-16"><a href="#qualify_tables-16"><span class="linenos"> 16</span></a> <span class="n">schema</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Optional</span><span class="p">[</span><span class="n">Schema</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="qualify_tables-17"><a href="#qualify_tables-17"><span class="linenos"> 17</span></a><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">E</span><span class="p">:</span>
</span><span id="qualify_tables-18"><a href="#qualify_tables-18"><span class="linenos"> 18</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="qualify_tables-19"><a href="#qualify_tables-19"><span class="linenos"> 19</span></a><span class="sd"> Rewrite sqlglot AST to have fully qualified tables. Additionally, this</span>
</span><span id="qualify_tables-20"><a href="#qualify_tables-20"><span class="linenos"> 20</span></a><span class="sd"> replaces &quot;join constructs&quot; (*) by equivalent SELECT * subqueries.</span>
</span><span id="qualify_tables-21"><a href="#qualify_tables-21"><span class="linenos"> 21</span></a>
</span><span id="qualify_tables-22"><a href="#qualify_tables-22"><span class="linenos"> 22</span></a><span class="sd"> Examples:</span>
</span><span id="qualify_tables-23"><a href="#qualify_tables-23"><span class="linenos"> 23</span></a><span class="sd"> &gt;&gt;&gt; import sqlglot</span>
</span><span id="qualify_tables-24"><a href="#qualify_tables-24"><span class="linenos"> 24</span></a><span class="sd"> &gt;&gt;&gt; expression = sqlglot.parse_one(&quot;SELECT 1 FROM tbl&quot;)</span>
</span><span id="qualify_tables-25"><a href="#qualify_tables-25"><span class="linenos"> 25</span></a><span class="sd"> &gt;&gt;&gt; qualify_tables(expression, db=&quot;db&quot;).sql()</span>
</span><span id="qualify_tables-26"><a href="#qualify_tables-26"><span class="linenos"> 26</span></a><span class="sd"> &#39;SELECT 1 FROM db.tbl AS tbl&#39;</span>
</span><span id="qualify_tables-27"><a href="#qualify_tables-27"><span class="linenos"> 27</span></a><span class="sd"> &gt;&gt;&gt;</span>
</span><span id="qualify_tables-28"><a href="#qualify_tables-28"><span class="linenos"> 28</span></a><span class="sd"> &gt;&gt;&gt; expression = sqlglot.parse_one(&quot;SELECT * FROM (tbl1 JOIN tbl2 ON id1 = id2)&quot;)</span>
</span><span id="qualify_tables-29"><a href="#qualify_tables-29"><span class="linenos"> 29</span></a><span class="sd"> &gt;&gt;&gt; qualify_tables(expression).sql()</span>
</span><span id="qualify_tables-30"><a href="#qualify_tables-30"><span class="linenos"> 30</span></a><span class="sd"> &#39;SELECT * FROM (SELECT * FROM tbl1 AS tbl1 JOIN tbl2 AS tbl2 ON id1 = id2) AS _q_0&#39;</span>
</span><span id="qualify_tables-31"><a href="#qualify_tables-31"><span class="linenos"> 31</span></a>
</span><span id="qualify_tables-32"><a href="#qualify_tables-32"><span class="linenos"> 32</span></a><span class="sd"> Args:</span>
</span><span id="qualify_tables-33"><a href="#qualify_tables-33"><span class="linenos"> 33</span></a><span class="sd"> expression: Expression to qualify</span>
</span><span id="qualify_tables-34"><a href="#qualify_tables-34"><span class="linenos"> 34</span></a><span class="sd"> db: Database name</span>
</span><span id="qualify_tables-35"><a href="#qualify_tables-35"><span class="linenos"> 35</span></a><span class="sd"> catalog: Catalog name</span>
</span><span id="qualify_tables-36"><a href="#qualify_tables-36"><span class="linenos"> 36</span></a><span class="sd"> schema: A schema to populate</span>
</span><span id="qualify_tables-37"><a href="#qualify_tables-37"><span class="linenos"> 37</span></a>
</span><span id="qualify_tables-38"><a href="#qualify_tables-38"><span class="linenos"> 38</span></a><span class="sd"> Returns:</span>
</span><span id="qualify_tables-39"><a href="#qualify_tables-39"><span class="linenos"> 39</span></a><span class="sd"> The qualified expression.</span>
</span><span id="qualify_tables-40"><a href="#qualify_tables-40"><span class="linenos"> 40</span></a>
</span><span id="qualify_tables-41"><a href="#qualify_tables-41"><span class="linenos"> 41</span></a><span class="sd"> (*) See section 7.2.1.2 in https://www.postgresql.org/docs/current/queries-table-expressions.html</span>
</span><span id="qualify_tables-42"><a href="#qualify_tables-42"><span class="linenos"> 42</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="qualify_tables-43"><a href="#qualify_tables-43"><span class="linenos"> 43</span></a> <span class="n">next_alias_name</span> <span class="o">=</span> <span class="n">name_sequence</span><span class="p">(</span><span class="s2">&quot;_q_&quot;</span><span class="p">)</span>
</span><span id="qualify_tables-44"><a href="#qualify_tables-44"><span class="linenos"> 44</span></a>
</span><span id="qualify_tables-45"><a href="#qualify_tables-45"><span class="linenos"> 45</span></a> <span class="k">for</span> <span class="n">scope</span> <span class="ow">in</span> <span class="n">traverse_scope</span><span class="p">(</span><span class="n">expression</span><span class="p">):</span>
</span><span id="qualify_tables-46"><a href="#qualify_tables-46"><span class="linenos"> 46</span></a> <span class="k">for</span> <span class="n">derived_table</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="n">scope</span><span class="o">.</span><span class="n">ctes</span><span class="p">,</span> <span class="n">scope</span><span class="o">.</span><span class="n">derived_tables</span><span class="p">):</span>
</span><span id="qualify_tables-47"><a href="#qualify_tables-47"><span class="linenos"> 47</span></a> <span class="c1"># Expand join construct</span>
</span><span id="qualify_tables-48"><a href="#qualify_tables-48"><span class="linenos"> 48</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">derived_table</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Subquery</span><span class="p">):</span>
</span><span id="qualify_tables-49"><a href="#qualify_tables-49"><span class="linenos"> 49</span></a> <span class="n">unnested</span> <span class="o">=</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">unnest</span><span class="p">()</span>
</span><span id="qualify_tables-50"><a href="#qualify_tables-50"><span class="linenos"> 50</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">unnested</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span>
</span><span id="qualify_tables-51"><a href="#qualify_tables-51"><span class="linenos"> 51</span></a> <span class="n">derived_table</span><span class="o">.</span><span class="n">this</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="s2">&quot;*&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">from_</span><span class="p">(</span><span class="n">unnested</span><span class="o">.</span><span class="n">copy</span><span class="p">(),</span> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span>
</span><span id="qualify_tables-52"><a href="#qualify_tables-52"><span class="linenos"> 52</span></a>
</span><span id="qualify_tables-53"><a href="#qualify_tables-53"><span class="linenos"> 53</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">):</span>
</span><span id="qualify_tables-54"><a href="#qualify_tables-54"><span class="linenos"> 54</span></a> <span class="n">alias_</span> <span class="o">=</span> <span class="n">next_alias_name</span><span class="p">()</span>
</span><span id="qualify_tables-55"><a href="#qualify_tables-55"><span class="linenos"> 55</span></a> <span class="n">derived_table</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">alias_</span><span class="p">)))</span>
</span><span id="qualify_tables-56"><a href="#qualify_tables-56"><span class="linenos"> 56</span></a> <span class="n">scope</span><span class="o">.</span><span class="n">rename_source</span><span class="p">(</span><span class="kc">None</span><span class="p">,</span> <span class="n">alias_</span><span class="p">)</span>
</span><span id="qualify_tables-57"><a href="#qualify_tables-57"><span class="linenos"> 57</span></a>
</span><span id="qualify_tables-58"><a href="#qualify_tables-58"><span class="linenos"> 58</span></a> <span class="n">pivots</span> <span class="o">=</span> <span class="n">derived_table</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;pivots&quot;</span><span class="p">)</span>
</span><span id="qualify_tables-59"><a href="#qualify_tables-59"><span class="linenos"> 59</span></a> <span class="k">if</span> <span class="n">pivots</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span>
</span><span id="qualify_tables-60"><a href="#qualify_tables-60"><span class="linenos"> 60</span></a> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">())))</span>
</span><span id="qualify_tables-61"><a href="#qualify_tables-61"><span class="linenos"> 61</span></a>
</span><span id="qualify_tables-62"><a href="#qualify_tables-62"><span class="linenos"> 62</span></a> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">source</span> <span class="ow">in</span> <span class="n">scope</span><span class="o">.</span><span class="n">sources</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
</span><span id="qualify_tables-63"><a href="#qualify_tables-63"><span class="linenos"> 63</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Table</span><span class="p">):</span>
</span><span id="qualify_tables-64"><a href="#qualify_tables-64"><span class="linenos"> 64</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Identifier</span><span class="p">):</span>
</span><span id="qualify_tables-65"><a href="#qualify_tables-65"><span class="linenos"> 65</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;db&quot;</span><span class="p">):</span>
</span><span id="qualify_tables-66"><a href="#qualify_tables-66"><span class="linenos"> 66</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;db&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">db</span><span class="p">))</span>
</span><span id="qualify_tables-67"><a href="#qualify_tables-67"><span class="linenos"> 67</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;catalog&quot;</span><span class="p">):</span>
</span><span id="qualify_tables-68"><a href="#qualify_tables-68"><span class="linenos"> 68</span></a> <span class="n">source</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;catalog&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">catalog</span><span class="p">))</span>
</span><span id="qualify_tables-69"><a href="#qualify_tables-69"><span class="linenos"> 69</span></a>
</span><span id="qualify_tables-70"><a href="#qualify_tables-70"><span class="linenos"> 70</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">source</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span>
</span><span id="qualify_tables-71"><a href="#qualify_tables-71"><span class="linenos"> 71</span></a> <span class="n">source</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span>
</span><span id="qualify_tables-72"><a href="#qualify_tables-72"><span class="linenos"> 72</span></a> <span class="n">alias</span><span class="p">(</span>
</span><span id="qualify_tables-73"><a href="#qualify_tables-73"><span class="linenos"> 73</span></a> <span class="n">source</span><span class="p">,</span>
</span><span id="qualify_tables-74"><a href="#qualify_tables-74"><span class="linenos"> 74</span></a> <span class="n">name</span> <span class="ow">or</span> <span class="n">source</span><span class="o">.</span><span class="n">name</span> <span class="ow">or</span> <span class="n">next_alias_name</span><span class="p">(),</span>
</span><span id="qualify_tables-75"><a href="#qualify_tables-75"><span class="linenos"> 75</span></a> <span class="n">copy</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
</span><span id="qualify_tables-76"><a href="#qualify_tables-76"><span class="linenos"> 76</span></a> <span class="n">table</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
</span><span id="qualify_tables-77"><a href="#qualify_tables-77"><span class="linenos"> 77</span></a> <span class="p">)</span>
</span><span id="qualify_tables-78"><a href="#qualify_tables-78"><span class="linenos"> 78</span></a> <span class="p">)</span>
</span><span id="qualify_tables-79"><a href="#qualify_tables-79"><span class="linenos"> 79</span></a>
</span><span id="qualify_tables-80"><a href="#qualify_tables-80"><span class="linenos"> 80</span></a> <span class="n">pivots</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;pivots&quot;</span><span class="p">)</span>
</span><span id="qualify_tables-81"><a href="#qualify_tables-81"><span class="linenos"> 81</span></a> <span class="k">if</span> <span class="n">pivots</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">alias</span><span class="p">:</span>
</span><span id="qualify_tables-82"><a href="#qualify_tables-82"><span class="linenos"> 82</span></a> <span class="n">pivots</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
</span><span id="qualify_tables-83"><a href="#qualify_tables-83"><span class="linenos"> 83</span></a> <span class="s2">&quot;alias&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="n">next_alias_name</span><span class="p">()))</span>
</span><span id="qualify_tables-84"><a href="#qualify_tables-84"><span class="linenos"> 84</span></a> <span class="p">)</span>
</span><span id="qualify_tables-85"><a href="#qualify_tables-85"><span class="linenos"> 85</span></a>
</span><span id="qualify_tables-86"><a href="#qualify_tables-86"><span class="linenos"> 86</span></a> <span class="k">if</span> <span class="n">schema</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">ReadCSV</span><span class="p">):</span>
</span><span id="qualify_tables-87"><a href="#qualify_tables-87"><span class="linenos"> 87</span></a> <span class="k">with</span> <span class="n">csv_reader</span><span class="p">(</span><span class="n">source</span><span class="o">.</span><span class="n">this</span><span class="p">)</span> <span class="k">as</span> <span class="n">reader</span><span class="p">:</span>
</span><span id="qualify_tables-88"><a href="#qualify_tables-88"><span class="linenos"> 88</span></a> <span class="n">header</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">reader</span><span class="p">)</span>
</span><span id="qualify_tables-89"><a href="#qualify_tables-89"><span class="linenos"> 89</span></a> <span class="n">columns</span> <span class="o">=</span> <span class="nb">next</span><span class="p">(</span><span class="n">reader</span><span class="p">)</span>
</span><span id="qualify_tables-90"><a href="#qualify_tables-90"><span class="linenos"> 90</span></a> <span class="n">schema</span><span class="o">.</span><span class="n">add_table</span><span class="p">(</span>
</span><span id="qualify_tables-91"><a href="#qualify_tables-91"><span class="linenos"> 91</span></a> <span class="n">source</span><span class="p">,</span> <span class="p">{</span><span class="n">k</span><span class="p">:</span> <span class="nb">type</span><span class="p">(</span><span class="n">v</span><span class="p">)</span><span class="o">.</span><span class="vm">__name__</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">header</span><span class="p">,</span> <span class="n">columns</span><span class="p">)}</span>
</span><span id="qualify_tables-92"><a href="#qualify_tables-92"><span class="linenos"> 92</span></a> <span class="p">)</span>
</span><span id="qualify_tables-93"><a href="#qualify_tables-93"><span class="linenos"> 93</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">source</span><span class="p">,</span> <span class="n">Scope</span><span class="p">)</span> <span class="ow">and</span> <span class="n">source</span><span class="o">.</span><span class="n">is_udtf</span><span class="p">:</span>
</span><span id="qualify_tables-94"><a href="#qualify_tables-94"><span class="linenos"> 94</span></a> <span class="n">udtf</span> <span class="o">=</span> <span class="n">source</span><span class="o">.</span><span class="n">expression</span>
</span><span id="qualify_tables-95"><a href="#qualify_tables-95"><span class="linenos"> 95</span></a> <span class="n">table_alias</span> <span class="o">=</span> <span class="n">udtf</span><span class="o">.</span><span class="n">args</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="n">exp</span><span class="o">.</span><span class="n">TableAlias</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">next_alias_name</span><span class="p">())</span>
</span><span id="qualify_tables-96"><a href="#qualify_tables-96"><span class="linenos"> 96</span></a> <span class="n">udtf</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;alias&quot;</span><span class="p">,</span> <span class="n">table_alias</span><span class="p">)</span>
</span><span id="qualify_tables-97"><a href="#qualify_tables-97"><span class="linenos"> 97</span></a>
</span><span id="qualify_tables-98"><a href="#qualify_tables-98"><span class="linenos"> 98</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">table_alias</span><span class="o">.</span><span class="n">name</span><span class="p">:</span>
</span><span id="qualify_tables-99"><a href="#qualify_tables-99"><span class="linenos"> 99</span></a> <span class="n">table_alias</span><span class="o">.</span><span class="n">set</span><span class="p">(</span><span class="s2">&quot;this&quot;</span><span class="p">,</span> <span class="n">next_alias_name</span><span class="p">())</span>
</span><span id="qualify_tables-100"><a href="#qualify_tables-100"><span class="linenos">100</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">udtf</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Values</span><span class="p">)</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">table_alias</span><span class="o">.</span><span class="n">columns</span><span class="p">:</span>
</span><span id="qualify_tables-101"><a href="#qualify_tables-101"><span class="linenos">101</span></a> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">e</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">udtf</span><span class="o">.</span><span class="n">expressions</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">expressions</span><span class="p">):</span>
</span><span id="qualify_tables-102"><a href="#qualify_tables-102"><span class="linenos">102</span></a> <span class="n">table_alias</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">&quot;columns&quot;</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">to_identifier</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;_col_</span><span class="si">{</span><span class="n">i</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">))</span>
</span><span id="qualify_tables-103"><a href="#qualify_tables-103"><span class="linenos">103</span></a>
</span><span id="qualify_tables-104"><a href="#qualify_tables-104"><span class="linenos">104</span></a> <span class="k">return</span> <span class="n">expression</span>
</span></pre></div>
@ -279,16 +292,16 @@ replaces "join constructs" (*) by equivalent SELECT * subqueries.</p>
<h6 id="arguments">Arguments:</h6>
<ul>
<li><strong>expression (sqlglot.Expression):</strong> expression to qualify</li>
<li><strong>db (str):</strong> Database name</li>
<li><strong>catalog (str):</strong> Catalog name</li>
<li><strong>expression:</strong> Expression to qualify</li>
<li><strong>db:</strong> Database name</li>
<li><strong>catalog:</strong> Catalog name</li>
<li><strong>schema:</strong> A schema to populate</li>
</ul>
<h6 id="returns">Returns:</h6>
<blockquote>
<p>sqlglot.Expression: qualified expression</p>
<p>The qualified expression.</p>
</blockquote>
<p>(*) See section 7.2.1.2 in <a href="https://www.postgresql.org/docs/current/queries-table-expressions.html">https://www.postgresql.org/docs/current/queries-table-expressions.html</a></p>

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@ -121,11 +121,11 @@
<div class="pdoc-code codehilite"><pre><span></span><span id="L-1"><a href="#L-1"><span class="linenos"> 1</span></a><span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
</span><span id="L-2"><a href="#L-2"><span class="linenos"> 2</span></a>
</span><span id="L-3"><a href="#L-3"><span class="linenos"> 3</span></a><span class="kn">import</span> <span class="nn">itertools</span>
</span><span id="L-4"><a href="#L-4"><span class="linenos"> 4</span></a><span class="kn">import</span> <span class="nn">math</span>
</span><span id="L-5"><a href="#L-5"><span class="linenos"> 5</span></a><span class="kn">import</span> <span class="nn">typing</span> <span class="k">as</span> <span class="nn">t</span>
</span><span id="L-6"><a href="#L-6"><span class="linenos"> 6</span></a>
</span><span id="L-7"><a href="#L-7"><span class="linenos"> 7</span></a><span class="kn">from</span> <span class="nn">sqlglot</span> <span class="kn">import</span> <span class="n">alias</span><span class="p">,</span> <span class="n">exp</span>
</span><span id="L-3"><a href="#L-3"><span class="linenos"> 3</span></a><span class="kn">import</span> <span class="nn">math</span>
</span><span id="L-4"><a href="#L-4"><span class="linenos"> 4</span></a><span class="kn">import</span> <span class="nn">typing</span> <span class="k">as</span> <span class="nn">t</span>
</span><span id="L-5"><a href="#L-5"><span class="linenos"> 5</span></a>
</span><span id="L-6"><a href="#L-6"><span class="linenos"> 6</span></a><span class="kn">from</span> <span class="nn">sqlglot</span> <span class="kn">import</span> <span class="n">alias</span><span class="p">,</span> <span class="n">exp</span>
</span><span id="L-7"><a href="#L-7"><span class="linenos"> 7</span></a><span class="kn">from</span> <span class="nn">sqlglot.helper</span> <span class="kn">import</span> <span class="n">name_sequence</span>
</span><span id="L-8"><a href="#L-8"><span class="linenos"> 8</span></a><span class="kn">from</span> <span class="nn">sqlglot.optimizer.eliminate_joins</span> <span class="kn">import</span> <span class="n">join_condition</span>
</span><span id="L-9"><a href="#L-9"><span class="linenos"> 9</span></a>
</span><span id="L-10"><a href="#L-10"><span class="linenos"> 10</span></a>
@ -242,7 +242,7 @@
</span><span id="L-121"><a href="#L-121"><span class="linenos">121</span></a> <span class="n">projections</span> <span class="o">=</span> <span class="p">[]</span> <span class="c1"># final selects in this chain of steps representing a select</span>
</span><span id="L-122"><a href="#L-122"><span class="linenos">122</span></a> <span class="n">operands</span> <span class="o">=</span> <span class="p">{}</span> <span class="c1"># intermediate computations of agg funcs eg x + 1 in SUM(x + 1)</span>
</span><span id="L-123"><a href="#L-123"><span class="linenos">123</span></a> <span class="n">aggregations</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a> <span class="n">sequence</span> <span class="o">=</span> <span class="n">itertools</span><span class="o">.</span><span class="n">count</span><span class="p">()</span>
</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a> <span class="n">next_operand_name</span> <span class="o">=</span> <span class="n">name_sequence</span><span class="p">(</span><span class="s2">&quot;_a_&quot;</span><span class="p">)</span>
</span><span id="L-125"><a href="#L-125"><span class="linenos">125</span></a>
</span><span id="L-126"><a href="#L-126"><span class="linenos">126</span></a> <span class="k">def</span> <span class="nf">extract_agg_operands</span><span class="p">(</span><span class="n">expression</span><span class="p">):</span>
</span><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a> <span class="k">for</span> <span class="n">agg</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">AggFunc</span><span class="p">):</span>
@ -250,7 +250,7 @@
</span><span id="L-129"><a href="#L-129"><span class="linenos">129</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">operand</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Column</span><span class="p">):</span>
</span><span id="L-130"><a href="#L-130"><span class="linenos">130</span></a> <span class="k">continue</span>
</span><span id="L-131"><a href="#L-131"><span class="linenos">131</span></a> <span class="k">if</span> <span class="n">operand</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">operands</span><span class="p">:</span>
</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a> <span class="n">operands</span><span class="p">[</span><span class="n">operand</span><span class="p">]</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;_a_</span><span class="si">{</span><span class="nb">next</span><span class="p">(</span><span class="n">sequence</span><span class="p">)</span><span class="si">}</span><span class="s2">&quot;</span>
</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a> <span class="n">operands</span><span class="p">[</span><span class="n">operand</span><span class="p">]</span> <span class="o">=</span> <span class="n">next_operand_name</span><span class="p">()</span>
</span><span id="L-133"><a href="#L-133"><span class="linenos">133</span></a> <span class="n">operand</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">column</span><span class="p">(</span><span class="n">operands</span><span class="p">[</span><span class="n">operand</span><span class="p">],</span> <span class="n">quoted</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a>
</span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a> <span class="k">for</span> <span class="n">e</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">expressions</span><span class="p">:</span>
@ -693,7 +693,7 @@
</span><span id="Step-122"><a href="#Step-122"><span class="linenos">122</span></a> <span class="n">projections</span> <span class="o">=</span> <span class="p">[]</span> <span class="c1"># final selects in this chain of steps representing a select</span>
</span><span id="Step-123"><a href="#Step-123"><span class="linenos">123</span></a> <span class="n">operands</span> <span class="o">=</span> <span class="p">{}</span> <span class="c1"># intermediate computations of agg funcs eg x + 1 in SUM(x + 1)</span>
</span><span id="Step-124"><a href="#Step-124"><span class="linenos">124</span></a> <span class="n">aggregations</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="Step-125"><a href="#Step-125"><span class="linenos">125</span></a> <span class="n">sequence</span> <span class="o">=</span> <span class="n">itertools</span><span class="o">.</span><span class="n">count</span><span class="p">()</span>
</span><span id="Step-125"><a href="#Step-125"><span class="linenos">125</span></a> <span class="n">next_operand_name</span> <span class="o">=</span> <span class="n">name_sequence</span><span class="p">(</span><span class="s2">&quot;_a_&quot;</span><span class="p">)</span>
</span><span id="Step-126"><a href="#Step-126"><span class="linenos">126</span></a>
</span><span id="Step-127"><a href="#Step-127"><span class="linenos">127</span></a> <span class="k">def</span> <span class="nf">extract_agg_operands</span><span class="p">(</span><span class="n">expression</span><span class="p">):</span>
</span><span id="Step-128"><a href="#Step-128"><span class="linenos">128</span></a> <span class="k">for</span> <span class="n">agg</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">AggFunc</span><span class="p">):</span>
@ -701,7 +701,7 @@
</span><span id="Step-130"><a href="#Step-130"><span class="linenos">130</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">operand</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Column</span><span class="p">):</span>
</span><span id="Step-131"><a href="#Step-131"><span class="linenos">131</span></a> <span class="k">continue</span>
</span><span id="Step-132"><a href="#Step-132"><span class="linenos">132</span></a> <span class="k">if</span> <span class="n">operand</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">operands</span><span class="p">:</span>
</span><span id="Step-133"><a href="#Step-133"><span class="linenos">133</span></a> <span class="n">operands</span><span class="p">[</span><span class="n">operand</span><span class="p">]</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;_a_</span><span class="si">{</span><span class="nb">next</span><span class="p">(</span><span class="n">sequence</span><span class="p">)</span><span class="si">}</span><span class="s2">&quot;</span>
</span><span id="Step-133"><a href="#Step-133"><span class="linenos">133</span></a> <span class="n">operands</span><span class="p">[</span><span class="n">operand</span><span class="p">]</span> <span class="o">=</span> <span class="n">next_operand_name</span><span class="p">()</span>
</span><span id="Step-134"><a href="#Step-134"><span class="linenos">134</span></a> <span class="n">operand</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">column</span><span class="p">(</span><span class="n">operands</span><span class="p">[</span><span class="n">operand</span><span class="p">],</span> <span class="n">quoted</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
</span><span id="Step-135"><a href="#Step-135"><span class="linenos">135</span></a>
</span><span id="Step-136"><a href="#Step-136"><span class="linenos">136</span></a> <span class="k">for</span> <span class="n">e</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">expressions</span><span class="p">:</span>
@ -932,7 +932,7 @@
</span><span id="Step.from_expression-122"><a href="#Step.from_expression-122"><span class="linenos">122</span></a> <span class="n">projections</span> <span class="o">=</span> <span class="p">[]</span> <span class="c1"># final selects in this chain of steps representing a select</span>
</span><span id="Step.from_expression-123"><a href="#Step.from_expression-123"><span class="linenos">123</span></a> <span class="n">operands</span> <span class="o">=</span> <span class="p">{}</span> <span class="c1"># intermediate computations of agg funcs eg x + 1 in SUM(x + 1)</span>
</span><span id="Step.from_expression-124"><a href="#Step.from_expression-124"><span class="linenos">124</span></a> <span class="n">aggregations</span> <span class="o">=</span> <span class="p">[]</span>
</span><span id="Step.from_expression-125"><a href="#Step.from_expression-125"><span class="linenos">125</span></a> <span class="n">sequence</span> <span class="o">=</span> <span class="n">itertools</span><span class="o">.</span><span class="n">count</span><span class="p">()</span>
</span><span id="Step.from_expression-125"><a href="#Step.from_expression-125"><span class="linenos">125</span></a> <span class="n">next_operand_name</span> <span class="o">=</span> <span class="n">name_sequence</span><span class="p">(</span><span class="s2">&quot;_a_&quot;</span><span class="p">)</span>
</span><span id="Step.from_expression-126"><a href="#Step.from_expression-126"><span class="linenos">126</span></a>
</span><span id="Step.from_expression-127"><a href="#Step.from_expression-127"><span class="linenos">127</span></a> <span class="k">def</span> <span class="nf">extract_agg_operands</span><span class="p">(</span><span class="n">expression</span><span class="p">):</span>
</span><span id="Step.from_expression-128"><a href="#Step.from_expression-128"><span class="linenos">128</span></a> <span class="k">for</span> <span class="n">agg</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">find_all</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">AggFunc</span><span class="p">):</span>
@ -940,7 +940,7 @@
</span><span id="Step.from_expression-130"><a href="#Step.from_expression-130"><span class="linenos">130</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">operand</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Column</span><span class="p">):</span>
</span><span id="Step.from_expression-131"><a href="#Step.from_expression-131"><span class="linenos">131</span></a> <span class="k">continue</span>
</span><span id="Step.from_expression-132"><a href="#Step.from_expression-132"><span class="linenos">132</span></a> <span class="k">if</span> <span class="n">operand</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">operands</span><span class="p">:</span>
</span><span id="Step.from_expression-133"><a href="#Step.from_expression-133"><span class="linenos">133</span></a> <span class="n">operands</span><span class="p">[</span><span class="n">operand</span><span class="p">]</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;_a_</span><span class="si">{</span><span class="nb">next</span><span class="p">(</span><span class="n">sequence</span><span class="p">)</span><span class="si">}</span><span class="s2">&quot;</span>
</span><span id="Step.from_expression-133"><a href="#Step.from_expression-133"><span class="linenos">133</span></a> <span class="n">operands</span><span class="p">[</span><span class="n">operand</span><span class="p">]</span> <span class="o">=</span> <span class="n">next_operand_name</span><span class="p">()</span>
</span><span id="Step.from_expression-134"><a href="#Step.from_expression-134"><span class="linenos">134</span></a> <span class="n">operand</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">column</span><span class="p">(</span><span class="n">operands</span><span class="p">[</span><span class="n">operand</span><span class="p">],</span> <span class="n">quoted</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
</span><span id="Step.from_expression-135"><a href="#Step.from_expression-135"><span class="linenos">135</span></a>
</span><span id="Step.from_expression-136"><a href="#Step.from_expression-136"><span class="linenos">136</span></a> <span class="k">for</span> <span class="n">e</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">expressions</span><span class="p">:</span>

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@ -327,6 +327,8 @@ class BigQuery(Dialect):
exp.VolatileProperty: exp.Properties.Location.UNSUPPORTED,
}
RESERVED_KEYWORDS = {*generator.Generator.RESERVED_KEYWORDS, "hash"}
def array_sql(self, expression: exp.Array) -> str:
first_arg = seq_get(expression.expressions, 0)
if isinstance(first_arg, exp.Subqueryable):

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@ -27,14 +27,15 @@ class ClickHouse(Dialect):
class Tokenizer(tokens.Tokenizer):
COMMENTS = ["--", "#", "#!", ("/*", "*/")]
IDENTIFIERS = ['"', "`"]
STRING_ESCAPES = ["'", "\\"]
BIT_STRINGS = [("0b", "")]
HEX_STRINGS = [("0x", ""), ("0X", "")]
KEYWORDS = {
**tokens.Tokenizer.KEYWORDS,
"ASOF": TokenType.ASOF,
"ATTACH": TokenType.COMMAND,
"DATETIME64": TokenType.DATETIME64,
"DICTIONARY": TokenType.DICTIONARY,
"FINAL": TokenType.FINAL,
"FLOAT32": TokenType.FLOAT,
"FLOAT64": TokenType.DOUBLE,
@ -97,7 +98,6 @@ class ClickHouse(Dialect):
TABLE_ALIAS_TOKENS = {*parser.Parser.TABLE_ALIAS_TOKENS} - {
TokenType.ANY,
TokenType.ASOF,
TokenType.SEMI,
TokenType.ANTI,
TokenType.SETTINGS,
@ -182,7 +182,7 @@ class ClickHouse(Dialect):
return self.expression(exp.CTE, this=statement, alias=statement and statement.this)
def _parse_join_side_and_kind(
def _parse_join_parts(
self,
) -> t.Tuple[t.Optional[Token], t.Optional[Token], t.Optional[Token]]:
is_global = self._match(TokenType.GLOBAL) and self._prev
@ -201,7 +201,7 @@ class ClickHouse(Dialect):
join = super()._parse_join(skip_join_token)
if join:
join.set("global", join.args.pop("natural", None))
join.set("global", join.args.pop("method", None))
return join
def _parse_function(
@ -245,6 +245,23 @@ class ClickHouse(Dialect):
) -> t.List[t.Optional[exp.Expression]]:
return super()._parse_wrapped_id_vars(optional=True)
def _parse_primary_key(
self, wrapped_optional: bool = False, in_props: bool = False
) -> exp.Expression:
return super()._parse_primary_key(
wrapped_optional=wrapped_optional or in_props, in_props=in_props
)
def _parse_on_property(self) -> t.Optional[exp.Property]:
index = self._index
if self._match_text_seq("CLUSTER"):
this = self._parse_id_var()
if this:
return self.expression(exp.OnCluster, this=this)
else:
self._retreat(index)
return None
class Generator(generator.Generator):
STRUCT_DELIMITER = ("(", ")")
@ -292,6 +309,7 @@ class ClickHouse(Dialect):
**generator.Generator.PROPERTIES_LOCATION,
exp.VolatileProperty: exp.Properties.Location.UNSUPPORTED,
exp.PartitionedByProperty: exp.Properties.Location.POST_SCHEMA,
exp.OnCluster: exp.Properties.Location.POST_NAME,
}
JOIN_HINTS = False
@ -299,6 +317,18 @@ class ClickHouse(Dialect):
EXPLICIT_UNION = True
GROUPINGS_SEP = ""
# there's no list in docs, but it can be found in Clickhouse code
# see `ClickHouse/src/Parsers/ParserCreate*.cpp`
ON_CLUSTER_TARGETS = {
"DATABASE",
"TABLE",
"VIEW",
"DICTIONARY",
"INDEX",
"FUNCTION",
"NAMED COLLECTION",
}
def cte_sql(self, expression: exp.CTE) -> str:
if isinstance(expression.this, exp.Alias):
return self.sql(expression, "this")
@ -321,3 +351,21 @@ class ClickHouse(Dialect):
def placeholder_sql(self, expression: exp.Placeholder) -> str:
return f"{{{expression.name}: {self.sql(expression, 'kind')}}}"
def oncluster_sql(self, expression: exp.OnCluster) -> str:
return f"ON CLUSTER {self.sql(expression, 'this')}"
def createable_sql(
self,
expression: exp.Create,
locations: dict[exp.Properties.Location, list[exp.Property]],
) -> str:
kind = self.sql(expression, "kind").upper()
if kind in self.ON_CLUSTER_TARGETS and locations.get(exp.Properties.Location.POST_NAME):
this_name = self.sql(expression.this, "this")
this_properties = " ".join(
[self.sql(prop) for prop in locations[exp.Properties.Location.POST_NAME]]
)
this_schema = self.schema_columns_sql(expression.this)
return f"{this_name}{self.sep()}{this_properties}{self.sep()}{this_schema}"
return super().createable_sql(expression, locations)

View file

@ -104,6 +104,10 @@ class _Dialect(type):
klass.byte_start, klass.byte_end = get_start_end(TokenType.BYTE_STRING)
klass.raw_start, klass.raw_end = get_start_end(TokenType.RAW_STRING)
klass.tokenizer_class.identifiers_can_start_with_digit = (
klass.identifiers_can_start_with_digit
)
return klass
@ -111,6 +115,7 @@ class Dialect(metaclass=_Dialect):
index_offset = 0
unnest_column_only = False
alias_post_tablesample = False
identifiers_can_start_with_digit = False
normalize_functions: t.Optional[str] = "upper"
null_ordering = "nulls_are_small"
@ -231,6 +236,7 @@ class Dialect(metaclass=_Dialect):
"time_trie": self.inverse_time_trie,
"unnest_column_only": self.unnest_column_only,
"alias_post_tablesample": self.alias_post_tablesample,
"identifiers_can_start_with_digit": self.identifiers_can_start_with_digit,
"normalize_functions": self.normalize_functions,
"null_ordering": self.null_ordering,
**opts,
@ -443,7 +449,7 @@ def date_trunc_to_time(args: t.List) -> exp.DateTrunc | exp.TimestampTrunc:
unit = seq_get(args, 0)
this = seq_get(args, 1)
if isinstance(this, exp.Cast) and this.is_type(exp.DataType.Type.DATE):
if isinstance(this, exp.Cast) and this.is_type("date"):
return exp.DateTrunc(unit=unit, this=this)
return exp.TimestampTrunc(this=this, unit=unit)
@ -468,6 +474,25 @@ def strposition_to_locate_sql(self: Generator, expression: exp.StrPosition) -> s
)
def left_to_substring_sql(self: Generator, expression: exp.Left) -> str:
expression = expression.copy()
return self.sql(
exp.Substring(
this=expression.this, start=exp.Literal.number(1), length=expression.expression
)
)
def right_to_substring_sql(self: Generator, expression: exp.Left) -> str:
expression = expression.copy()
return self.sql(
exp.Substring(
this=expression.this,
start=exp.Length(this=expression.this) - exp.paren(expression.expression - 1),
)
)
def timestrtotime_sql(self: Generator, expression: exp.TimeStrToTime) -> str:
return f"CAST({self.sql(expression, 'this')} AS TIMESTAMP)"

View file

@ -71,7 +71,7 @@ def _struct_sql(self: generator.Generator, expression: exp.Struct) -> str:
def _datatype_sql(self: generator.Generator, expression: exp.DataType) -> str:
if expression.this == exp.DataType.Type.ARRAY:
if expression.is_type("array"):
return f"{self.expressions(expression, flat=True)}[]"
return self.datatype_sql(expression)

View file

@ -9,6 +9,7 @@ from sqlglot.dialects.dialect import (
create_with_partitions_sql,
format_time_lambda,
if_sql,
left_to_substring_sql,
locate_to_strposition,
max_or_greatest,
min_or_least,
@ -17,6 +18,7 @@ from sqlglot.dialects.dialect import (
no_safe_divide_sql,
no_trycast_sql,
rename_func,
right_to_substring_sql,
strposition_to_locate_sql,
struct_extract_sql,
timestrtotime_sql,
@ -89,7 +91,7 @@ def _json_format_sql(self: generator.Generator, expression: exp.JSONFormat) -> s
annotate_types(this)
if this.type.is_type(exp.DataType.Type.JSON):
if this.type.is_type("json"):
return self.sql(this)
return self.func("TO_JSON", this, expression.args.get("options"))
@ -149,6 +151,7 @@ def _to_date_sql(self: generator.Generator, expression: exp.TsOrDsToDate) -> str
class Hive(Dialect):
alias_post_tablesample = True
identifiers_can_start_with_digit = True
time_mapping = {
"y": "%Y",
@ -190,7 +193,6 @@ class Hive(Dialect):
IDENTIFIERS = ["`"]
STRING_ESCAPES = ["\\"]
ENCODE = "utf-8"
IDENTIFIER_CAN_START_WITH_DIGIT = True
KEYWORDS = {
**tokens.Tokenizer.KEYWORDS,
@ -276,6 +278,39 @@ class Hive(Dialect):
"cluster": lambda self: self._parse_sort(exp.Cluster, "CLUSTER", "BY"),
}
def _parse_types(
self, check_func: bool = False, schema: bool = False
) -> t.Optional[exp.Expression]:
"""
Spark (and most likely Hive) treats casts to CHAR(length) and VARCHAR(length) as casts to
STRING in all contexts except for schema definitions. For example, this is in Spark v3.4.0:
spark-sql (default)> select cast(1234 as varchar(2));
23/06/06 15:51:18 WARN CharVarcharUtils: The Spark cast operator does not support
char/varchar type and simply treats them as string type. Please use string type
directly to avoid confusion. Otherwise, you can set spark.sql.legacy.charVarcharAsString
to true, so that Spark treat them as string type as same as Spark 3.0 and earlier
1234
Time taken: 4.265 seconds, Fetched 1 row(s)
This shows that Spark doesn't truncate the value into '12', which is inconsistent with
what other dialects (e.g. postgres) do, so we need to drop the length to transpile correctly.
Reference: https://spark.apache.org/docs/latest/sql-ref-datatypes.html
"""
this = super()._parse_types(check_func=check_func, schema=schema)
if this and not schema:
return this.transform(
lambda node: node.replace(exp.DataType.build("text"))
if isinstance(node, exp.DataType) and node.is_type("char", "varchar")
else node,
copy=False,
)
return this
class Generator(generator.Generator):
LIMIT_FETCH = "LIMIT"
TABLESAMPLE_WITH_METHOD = False
@ -323,6 +358,7 @@ class Hive(Dialect):
exp.JSONExtract: rename_func("GET_JSON_OBJECT"),
exp.JSONExtractScalar: rename_func("GET_JSON_OBJECT"),
exp.JSONFormat: _json_format_sql,
exp.Left: left_to_substring_sql,
exp.Map: var_map_sql,
exp.Max: max_or_greatest,
exp.Min: min_or_least,
@ -332,6 +368,7 @@ class Hive(Dialect):
exp.ApproxQuantile: rename_func("PERCENTILE_APPROX"),
exp.RegexpLike: lambda self, e: self.binary(e, "RLIKE"),
exp.RegexpSplit: rename_func("SPLIT"),
exp.Right: right_to_substring_sql,
exp.SafeDivide: no_safe_divide_sql,
exp.SchemaCommentProperty: lambda self, e: self.naked_property(e),
exp.SetAgg: rename_func("COLLECT_SET"),

View file

@ -186,9 +186,6 @@ class MySQL(Dialect):
"DATE_FORMAT": format_time_lambda(exp.TimeToStr, "mysql"),
"DATE_SUB": parse_date_delta_with_interval(exp.DateSub),
"INSTR": lambda args: exp.StrPosition(substr=seq_get(args, 1), this=seq_get(args, 0)),
"LEFT": lambda args: exp.Substring(
this=seq_get(args, 0), start=exp.Literal.number(1), length=seq_get(args, 1)
),
"LOCATE": locate_to_strposition,
"STR_TO_DATE": _str_to_date,
}

View file

@ -18,7 +18,9 @@ from sqlglot.dialects.dialect import (
rename_func,
str_position_sql,
timestamptrunc_sql,
timestrtotime_sql,
trim_sql,
ts_or_ds_to_date_sql,
)
from sqlglot.helper import seq_get
from sqlglot.parser import binary_range_parser
@ -104,7 +106,7 @@ def _string_agg_sql(self: generator.Generator, expression: exp.GroupConcat) -> s
def _datatype_sql(self: generator.Generator, expression: exp.DataType) -> str:
if expression.this == exp.DataType.Type.ARRAY:
if expression.is_type("array"):
return f"{self.expressions(expression, flat=True)}[]"
return self.datatype_sql(expression)
@ -353,12 +355,13 @@ class Postgres(Dialect):
exp.StrToTime: lambda self, e: f"TO_TIMESTAMP({self.sql(e, 'this')}, {self.format_time(e)})",
exp.Substring: _substring_sql,
exp.TimestampTrunc: timestamptrunc_sql,
exp.TimeStrToTime: lambda self, e: f"CAST({self.sql(e, 'this')} AS TIMESTAMP)",
exp.TimeStrToTime: timestrtotime_sql,
exp.TimeToStr: lambda self, e: f"TO_CHAR({self.sql(e, 'this')}, {self.format_time(e)})",
exp.TableSample: no_tablesample_sql,
exp.ToChar: lambda self, e: self.function_fallback_sql(e),
exp.Trim: trim_sql,
exp.TryCast: no_trycast_sql,
exp.TsOrDsToDate: ts_or_ds_to_date_sql("postgres"),
exp.UnixToTime: lambda self, e: f"TO_TIMESTAMP({self.sql(e, 'this')})",
exp.DataType: _datatype_sql,
exp.GroupConcat: _string_agg_sql,

View file

@ -8,10 +8,12 @@ from sqlglot.dialects.dialect import (
date_trunc_to_time,
format_time_lambda,
if_sql,
left_to_substring_sql,
no_ilike_sql,
no_pivot_sql,
no_safe_divide_sql,
rename_func,
right_to_substring_sql,
struct_extract_sql,
timestamptrunc_sql,
timestrtotime_sql,
@ -30,7 +32,7 @@ def _approx_distinct_sql(self: generator.Generator, expression: exp.ApproxDistin
def _datatype_sql(self: generator.Generator, expression: exp.DataType) -> str:
sql = self.datatype_sql(expression)
if expression.this == exp.DataType.Type.TIMESTAMPTZ:
if expression.is_type("timestamptz"):
sql = f"{sql} WITH TIME ZONE"
return sql
@ -240,6 +242,7 @@ class Presto(Dialect):
INTERVAL_ALLOWS_PLURAL_FORM = False
JOIN_HINTS = False
TABLE_HINTS = False
IS_BOOL = False
STRUCT_DELIMITER = ("(", ")")
PROPERTIES_LOCATION = {
@ -272,6 +275,7 @@ class Presto(Dialect):
exp.BitwiseOr: lambda self, e: f"BITWISE_OR({self.sql(e, 'this')}, {self.sql(e, 'expression')})",
exp.BitwiseRightShift: lambda self, e: f"BITWISE_ARITHMETIC_SHIFT_RIGHT({self.sql(e, 'this')}, {self.sql(e, 'expression')})",
exp.BitwiseXor: lambda self, e: f"BITWISE_XOR({self.sql(e, 'this')}, {self.sql(e, 'expression')})",
exp.Cast: transforms.preprocess([transforms.epoch_cast_to_ts]),
exp.CurrentTimestamp: lambda *_: "CURRENT_TIMESTAMP",
exp.DataType: _datatype_sql,
exp.DateAdd: lambda self, e: self.func(
@ -292,11 +296,13 @@ class Presto(Dialect):
exp.ILike: no_ilike_sql,
exp.Initcap: _initcap_sql,
exp.Lateral: _explode_to_unnest_sql,
exp.Left: left_to_substring_sql,
exp.Levenshtein: rename_func("LEVENSHTEIN_DISTANCE"),
exp.LogicalAnd: rename_func("BOOL_AND"),
exp.LogicalOr: rename_func("BOOL_OR"),
exp.Pivot: no_pivot_sql,
exp.Quantile: _quantile_sql,
exp.Right: right_to_substring_sql,
exp.SafeDivide: no_safe_divide_sql,
exp.Schema: _schema_sql,
exp.Select: transforms.preprocess(
@ -319,6 +325,7 @@ class Presto(Dialect):
exp.TimeStrToUnix: lambda self, e: f"TO_UNIXTIME(DATE_PARSE({self.sql(e, 'this')}, {Presto.time_format}))",
exp.TimeToStr: lambda self, e: f"DATE_FORMAT({self.sql(e, 'this')}, {self.format_time(e)})",
exp.TimeToUnix: rename_func("TO_UNIXTIME"),
exp.TryCast: transforms.preprocess([transforms.epoch_cast_to_ts]),
exp.TsOrDiToDi: lambda self, e: f"CAST(SUBSTR(REPLACE(CAST({self.sql(e, 'this')} AS VARCHAR), '-', ''), 1, 8) AS INT)",
exp.TsOrDsAdd: _ts_or_ds_add_sql,
exp.TsOrDsToDate: _ts_or_ds_to_date_sql,
@ -356,7 +363,7 @@ class Presto(Dialect):
else:
target_type = None
if target_type and target_type.is_type(exp.DataType.Type.TIMESTAMP):
if target_type and target_type.is_type("timestamp"):
to = target_type.copy()
if target_type is start.to:

View file

@ -3,6 +3,7 @@ from __future__ import annotations
import typing as t
from sqlglot import exp, transforms
from sqlglot.dialects.dialect import rename_func
from sqlglot.dialects.postgres import Postgres
from sqlglot.helper import seq_get
from sqlglot.tokens import TokenType
@ -24,26 +25,29 @@ class Redshift(Postgres):
FUNCTIONS = {
**Postgres.Parser.FUNCTIONS,
"DATEADD": lambda args: exp.DateAdd(
this=seq_get(args, 2),
this=exp.TsOrDsToDate(this=seq_get(args, 2)),
expression=seq_get(args, 1),
unit=seq_get(args, 0),
),
"DATEDIFF": lambda args: exp.DateDiff(
this=seq_get(args, 2),
expression=seq_get(args, 1),
this=exp.TsOrDsToDate(this=seq_get(args, 2)),
expression=exp.TsOrDsToDate(this=seq_get(args, 1)),
unit=seq_get(args, 0),
),
"NVL": exp.Coalesce.from_arg_list,
"STRTOL": exp.FromBase.from_arg_list,
}
CONVERT_TYPE_FIRST = True
def _parse_types(self, check_func: bool = False) -> t.Optional[exp.Expression]:
this = super()._parse_types(check_func=check_func)
def _parse_types(
self, check_func: bool = False, schema: bool = False
) -> t.Optional[exp.Expression]:
this = super()._parse_types(check_func=check_func, schema=schema)
if (
isinstance(this, exp.DataType)
and this.this == exp.DataType.Type.VARCHAR
and this.is_type("varchar")
and this.expressions
and this.expressions[0].this == exp.column("MAX")
):
@ -99,10 +103,12 @@ class Redshift(Postgres):
),
exp.DistKeyProperty: lambda self, e: f"DISTKEY({e.name})",
exp.DistStyleProperty: lambda self, e: self.naked_property(e),
exp.FromBase: rename_func("STRTOL"),
exp.JSONExtract: _json_sql,
exp.JSONExtractScalar: _json_sql,
exp.Select: transforms.preprocess([transforms.eliminate_distinct_on]),
exp.SortKeyProperty: lambda self, e: f"{'COMPOUND ' if e.args['compound'] else ''}SORTKEY({self.format_args(*e.this)})",
exp.TsOrDsToDate: lambda self, e: self.sql(e.this),
}
# Postgres maps exp.Pivot to no_pivot_sql, but Redshift support pivots
@ -158,7 +164,7 @@ class Redshift(Postgres):
without precision we convert it to `VARCHAR(max)` and if it does have precision then we just convert
`TEXT` to `VARCHAR`.
"""
if expression.this == exp.DataType.Type.TEXT:
if expression.is_type("text"):
expression = expression.copy()
expression.set("this", exp.DataType.Type.VARCHAR)
precision = expression.args.get("expressions")

View file

@ -153,9 +153,9 @@ def _nullifzero_to_if(args: t.List) -> exp.Expression:
def _datatype_sql(self: generator.Generator, expression: exp.DataType) -> str:
if expression.this == exp.DataType.Type.ARRAY:
if expression.is_type("array"):
return "ARRAY"
elif expression.this == exp.DataType.Type.MAP:
elif expression.is_type("map"):
return "OBJECT"
return self.datatype_sql(expression)

View file

@ -110,11 +110,6 @@ class Spark2(Hive):
**Hive.Parser.FUNCTIONS,
"MAP_FROM_ARRAYS": exp.Map.from_arg_list,
"TO_UNIX_TIMESTAMP": exp.StrToUnix.from_arg_list,
"LEFT": lambda args: exp.Substring(
this=seq_get(args, 0),
start=exp.Literal.number(1),
length=seq_get(args, 1),
),
"SHIFTLEFT": lambda args: exp.BitwiseLeftShift(
this=seq_get(args, 0),
expression=seq_get(args, 1),
@ -123,14 +118,6 @@ class Spark2(Hive):
this=seq_get(args, 0),
expression=seq_get(args, 1),
),
"RIGHT": lambda args: exp.Substring(
this=seq_get(args, 0),
start=exp.Sub(
this=exp.Length(this=seq_get(args, 0)),
expression=exp.Add(this=seq_get(args, 1), expression=exp.Literal.number(1)),
),
length=seq_get(args, 1),
),
"APPROX_PERCENTILE": exp.ApproxQuantile.from_arg_list,
"IIF": exp.If.from_arg_list,
"AGGREGATE": exp.Reduce.from_arg_list,
@ -240,17 +227,17 @@ class Spark2(Hive):
TRANSFORMS.pop(exp.ArrayJoin)
TRANSFORMS.pop(exp.ArraySort)
TRANSFORMS.pop(exp.ILike)
TRANSFORMS.pop(exp.Left)
TRANSFORMS.pop(exp.Right)
WRAP_DERIVED_VALUES = False
CREATE_FUNCTION_RETURN_AS = False
def cast_sql(self, expression: exp.Cast) -> str:
if isinstance(expression.this, exp.Cast) and expression.this.is_type(
exp.DataType.Type.JSON
):
if isinstance(expression.this, exp.Cast) and expression.this.is_type("json"):
schema = f"'{self.sql(expression, 'to')}'"
return self.func("FROM_JSON", expression.this.this, schema)
if expression.to.is_type(exp.DataType.Type.JSON):
if expression.is_type("json"):
return self.func("TO_JSON", expression.this)
return super(Hive.Generator, self).cast_sql(expression)
@ -260,7 +247,7 @@ class Spark2(Hive):
expression,
sep=": "
if isinstance(expression.parent, exp.DataType)
and expression.parent.is_type(exp.DataType.Type.STRUCT)
and expression.parent.is_type("struct")
else sep,
)

View file

@ -132,7 +132,7 @@ class SQLite(Dialect):
LIMIT_FETCH = "LIMIT"
def cast_sql(self, expression: exp.Cast) -> str:
if expression.to.this == exp.DataType.Type.DATE:
if expression.is_type("date"):
return self.func("DATE", expression.this)
return super().cast_sql(expression)

View file

@ -183,3 +183,20 @@ class Teradata(Dialect):
each_sql = f" EACH {each_sql}" if each_sql else ""
return f"RANGE_N({this} BETWEEN {expressions_sql}{each_sql})"
def createable_sql(
self,
expression: exp.Create,
locations: dict[exp.Properties.Location, list[exp.Property]],
) -> str:
kind = self.sql(expression, "kind").upper()
if kind == "TABLE" and locations.get(exp.Properties.Location.POST_NAME):
this_name = self.sql(expression.this, "this")
this_properties = self.properties(
exp.Properties(expressions=locations[exp.Properties.Location.POST_NAME]),
wrapped=False,
prefix=",",
)
this_schema = self.schema_columns_sql(expression.this)
return f"{this_name}{this_properties}{self.sep()}{this_schema}"
return super().createable_sql(expression, locations)

View file

@ -1653,11 +1653,15 @@ class Join(Expression):
"side": False,
"kind": False,
"using": False,
"natural": False,
"method": False,
"global": False,
"hint": False,
}
@property
def method(self) -> str:
return self.text("method").upper()
@property
def kind(self) -> str:
return self.text("kind").upper()
@ -1913,6 +1917,24 @@ class LanguageProperty(Property):
arg_types = {"this": True}
class DictProperty(Property):
arg_types = {"this": True, "kind": True, "settings": False}
class DictSubProperty(Property):
pass
class DictRange(Property):
arg_types = {"this": True, "min": True, "max": True}
# Clickhouse CREATE ... ON CLUSTER modifier
# https://clickhouse.com/docs/en/sql-reference/distributed-ddl
class OnCluster(Property):
arg_types = {"this": True}
class LikeProperty(Property):
arg_types = {"this": True, "expressions": False}
@ -2797,12 +2819,12 @@ class Select(Subqueryable):
Returns:
Select: the modified expression.
"""
parse_args = {"dialect": dialect, **opts}
parse_args: t.Dict[str, t.Any] = {"dialect": dialect, **opts}
try:
expression = maybe_parse(expression, into=Join, prefix="JOIN", **parse_args) # type: ignore
expression = maybe_parse(expression, into=Join, prefix="JOIN", **parse_args)
except ParseError:
expression = maybe_parse(expression, into=(Join, Expression), **parse_args) # type: ignore
expression = maybe_parse(expression, into=(Join, Expression), **parse_args)
join = expression if isinstance(expression, Join) else Join(this=expression)
@ -2810,14 +2832,14 @@ class Select(Subqueryable):
join.this.replace(join.this.subquery())
if join_type:
natural: t.Optional[Token]
method: t.Optional[Token]
side: t.Optional[Token]
kind: t.Optional[Token]
natural, side, kind = maybe_parse(join_type, into="JOIN_TYPE", **parse_args) # type: ignore
method, side, kind = maybe_parse(join_type, into="JOIN_TYPE", **parse_args) # type: ignore
if natural:
join.set("natural", True)
if method:
join.set("method", method.text)
if side:
join.set("side", side.text)
if kind:
@ -3222,6 +3244,18 @@ class DataType(Expression):
DATE = auto()
DATETIME = auto()
DATETIME64 = auto()
INT4RANGE = auto()
INT4MULTIRANGE = auto()
INT8RANGE = auto()
INT8MULTIRANGE = auto()
NUMRANGE = auto()
NUMMULTIRANGE = auto()
TSRANGE = auto()
TSMULTIRANGE = auto()
TSTZRANGE = auto()
TSTZMULTIRANGE = auto()
DATERANGE = auto()
DATEMULTIRANGE = auto()
DECIMAL = auto()
DOUBLE = auto()
FLOAT = auto()
@ -3331,8 +3365,8 @@ class DataType(Expression):
return DataType(**{**data_type_exp.args, **kwargs})
def is_type(self, dtype: DataType.Type) -> bool:
return self.this == dtype
def is_type(self, *dtypes: str | DataType | DataType.Type) -> bool:
return any(self.this == DataType.build(dtype).this for dtype in dtypes)
# https://www.postgresql.org/docs/15/datatype-pseudo.html
@ -3846,8 +3880,8 @@ class Cast(Func):
def output_name(self) -> str:
return self.name
def is_type(self, dtype: DataType.Type) -> bool:
return self.to.is_type(dtype)
def is_type(self, *dtypes: str | DataType | DataType.Type) -> bool:
return self.to.is_type(*dtypes)
class CastToStrType(Func):
@ -4130,8 +4164,16 @@ class Least(Func):
is_var_len_args = True
class Left(Func):
arg_types = {"this": True, "expression": True}
class Right(Func):
arg_types = {"this": True, "expression": True}
class Length(Func):
pass
_sql_names = ["LENGTH", "LEN"]
class Levenshtein(Func):
@ -4356,6 +4398,10 @@ class NumberToStr(Func):
arg_types = {"this": True, "format": True}
class FromBase(Func):
arg_types = {"this": True, "expression": True}
class Struct(Func):
arg_types = {"expressions": True}
is_var_len_args = True

View file

@ -44,6 +44,8 @@ class Generator:
Default: "upper"
alias_post_tablesample (bool): if the table alias comes after tablesample
Default: False
identifiers_can_start_with_digit (bool): if an unquoted identifier can start with digit
Default: False
unsupported_level (ErrorLevel): determines the generator's behavior when it encounters
unsupported expressions. Default ErrorLevel.WARN.
null_ordering (str): Indicates the default null ordering method to use if not explicitly set.
@ -188,6 +190,8 @@ class Generator:
exp.Cluster: exp.Properties.Location.POST_SCHEMA,
exp.DataBlocksizeProperty: exp.Properties.Location.POST_NAME,
exp.DefinerProperty: exp.Properties.Location.POST_CREATE,
exp.DictRange: exp.Properties.Location.POST_SCHEMA,
exp.DictProperty: exp.Properties.Location.POST_SCHEMA,
exp.DistKeyProperty: exp.Properties.Location.POST_SCHEMA,
exp.DistStyleProperty: exp.Properties.Location.POST_SCHEMA,
exp.EngineProperty: exp.Properties.Location.POST_SCHEMA,
@ -233,6 +237,7 @@ class Generator:
JOIN_HINTS = True
TABLE_HINTS = True
IS_BOOL = True
RESERVED_KEYWORDS: t.Set[str] = set()
WITH_SEPARATED_COMMENTS = (exp.Select, exp.From, exp.Where, exp.With)
@ -264,6 +269,7 @@ class Generator:
"index_offset",
"unnest_column_only",
"alias_post_tablesample",
"identifiers_can_start_with_digit",
"normalize_functions",
"unsupported_level",
"unsupported_messages",
@ -304,6 +310,7 @@ class Generator:
index_offset=0,
unnest_column_only=False,
alias_post_tablesample=False,
identifiers_can_start_with_digit=False,
normalize_functions="upper",
unsupported_level=ErrorLevel.WARN,
null_ordering=None,
@ -337,6 +344,7 @@ class Generator:
self.index_offset = index_offset
self.unnest_column_only = unnest_column_only
self.alias_post_tablesample = alias_post_tablesample
self.identifiers_can_start_with_digit = identifiers_can_start_with_digit
self.normalize_functions = normalize_functions
self.unsupported_level = unsupported_level
self.unsupported_messages = []
@ -634,35 +642,31 @@ class Generator:
this = f" {this}" if this else ""
return f"UNIQUE{this}"
def createable_sql(
self, expression: exp.Create, locations: dict[exp.Properties.Location, list[exp.Property]]
) -> str:
return self.sql(expression, "this")
def create_sql(self, expression: exp.Create) -> str:
kind = self.sql(expression, "kind").upper()
properties = expression.args.get("properties")
properties_exp = expression.copy()
properties_locs = self.locate_properties(properties) if properties else {}
this = self.createable_sql(expression, properties_locs)
properties_sql = ""
if properties_locs.get(exp.Properties.Location.POST_SCHEMA) or properties_locs.get(
exp.Properties.Location.POST_WITH
):
properties_exp.set(
"properties",
properties_sql = self.sql(
exp.Properties(
expressions=[
*properties_locs[exp.Properties.Location.POST_SCHEMA],
*properties_locs[exp.Properties.Location.POST_WITH],
]
),
)
)
if kind == "TABLE" and properties_locs.get(exp.Properties.Location.POST_NAME):
this_name = self.sql(expression.this, "this")
this_properties = self.properties(
exp.Properties(expressions=properties_locs[exp.Properties.Location.POST_NAME]),
wrapped=False,
)
this_schema = f"({self.expressions(expression.this)})"
this = f"{this_name}, {this_properties} {this_schema}"
properties_sql = ""
else:
this = self.sql(expression, "this")
properties_sql = self.sql(properties_exp, "properties")
begin = " BEGIN" if expression.args.get("begin") else ""
expression_sql = self.sql(expression, "expression")
if expression_sql:
@ -894,6 +898,7 @@ class Generator:
expression.quoted
or should_identify(text, self.identify)
or lower in self.RESERVED_KEYWORDS
or (not self.identifiers_can_start_with_digit and text[:1].isdigit())
):
text = f"{self.identifier_start}{text}{self.identifier_end}"
return text
@ -1082,7 +1087,7 @@ class Generator:
def lockingproperty_sql(self, expression: exp.LockingProperty) -> str:
kind = expression.args.get("kind")
this: str = f" {this}" if expression.this else ""
this = f" {self.sql(expression, 'this')}" if expression.this else ""
for_or_in = expression.args.get("for_or_in")
lock_type = expression.args.get("lock_type")
override = " OVERRIDE" if expression.args.get("override") else ""
@ -1313,7 +1318,7 @@ class Generator:
op_sql = " ".join(
op
for op in (
"NATURAL" if expression.args.get("natural") else None,
expression.method,
"GLOBAL" if expression.args.get("global") else None,
expression.side,
expression.kind,
@ -1573,9 +1578,12 @@ class Generator:
def schema_sql(self, expression: exp.Schema) -> str:
this = self.sql(expression, "this")
this = f"{this} " if this else ""
sql = f"({self.sep('')}{self.expressions(expression)}{self.seg(')', sep='')}"
sql = self.schema_columns_sql(expression)
return f"{this}{sql}"
def schema_columns_sql(self, expression: exp.Schema) -> str:
return f"({self.sep('')}{self.expressions(expression)}{self.seg(')', sep='')}"
def star_sql(self, expression: exp.Star) -> str:
except_ = self.expressions(expression, key="except", flat=True)
except_ = f"{self.seg(self.STAR_MAPPING['except'])} ({except_})" if except_ else ""
@ -1643,32 +1651,26 @@ class Generator:
def window_sql(self, expression: exp.Window) -> str:
this = self.sql(expression, "this")
partition = self.partition_by_sql(expression)
order = expression.args.get("order")
order_sql = self.order_sql(order, flat=True) if order else ""
partition_sql = partition + " " if partition and order else partition
spec = expression.args.get("spec")
spec_sql = " " + self.windowspec_sql(spec) if spec else ""
order = self.order_sql(order, flat=True) if order else ""
spec = self.sql(expression, "spec")
alias = self.sql(expression, "alias")
over = self.sql(expression, "over") or "OVER"
this = f"{this} {'AS' if expression.arg_key == 'windows' else over}"
first = expression.args.get("first")
if first is not None:
first = " FIRST " if first else " LAST "
first = first or ""
if first is None:
first = ""
else:
first = "FIRST" if first else "LAST"
if not partition and not order and not spec and alias:
return f"{this} {alias}"
window_args = alias + first + partition_sql + order_sql + spec_sql
return f"{this} ({window_args.strip()})"
args = " ".join(arg for arg in (alias, first, partition, order, spec) if arg)
return f"{this} ({args})"
def partition_by_sql(self, expression: exp.Window | exp.MatchRecognize) -> str:
partition = self.expressions(expression, key="partition_by", flat=True)
@ -2125,6 +2127,10 @@ class Generator:
return self.binary(expression, "ILIKE ANY")
def is_sql(self, expression: exp.Is) -> str:
if not self.IS_BOOL and isinstance(expression.expression, exp.Boolean):
return self.sql(
expression.this if expression.expression.this else exp.not_(expression.this)
)
return self.binary(expression, "IS")
def like_sql(self, expression: exp.Like) -> str:
@ -2322,6 +2328,25 @@ class Generator:
return self.sql(exp.cast(expression.this, "text"))
def dictproperty_sql(self, expression: exp.DictProperty) -> str:
this = self.sql(expression, "this")
kind = self.sql(expression, "kind")
settings_sql = self.expressions(expression, key="settings", sep=" ")
args = f"({self.sep('')}{settings_sql}{self.seg(')', sep='')}" if settings_sql else "()"
return f"{this}({kind}{args})"
def dictrange_sql(self, expression: exp.DictRange) -> str:
this = self.sql(expression, "this")
max = self.sql(expression, "max")
min = self.sql(expression, "min")
return f"{this}(MIN {min} MAX {max})"
def dictsubproperty_sql(self, expression: exp.DictSubProperty) -> str:
return f"{self.sql(expression, 'this')} {self.sql(expression, 'value')}"
def oncluster_sql(self, expression: exp.OnCluster) -> str:
return ""
def cached_generator(
cache: t.Optional[t.Dict[int, str]] = None

View file

@ -1,7 +1,7 @@
from sqlglot import exp
from sqlglot.helper import tsort
JOIN_ATTRS = ("on", "side", "kind", "using", "natural")
JOIN_ATTRS = ("on", "side", "kind", "using", "method")
def optimize_joins(expression):

View file

@ -10,10 +10,10 @@ def pushdown_predicates(expression):
Example:
>>> import sqlglot
>>> sql = "SELECT * FROM (SELECT * FROM x AS x) AS y WHERE y.a = 1"
>>> sql = "SELECT y.a AS a FROM (SELECT x.a AS a FROM x AS x) AS y WHERE y.a = 1"
>>> expression = sqlglot.parse_one(sql)
>>> pushdown_predicates(expression).sql()
'SELECT * FROM (SELECT * FROM x AS x WHERE y.a = 1) AS y WHERE TRUE'
'SELECT y.a AS a FROM (SELECT x.a AS a FROM x AS x WHERE x.a = 1) AS y WHERE TRUE'
Args:
expression (sqlglot.Expression): expression to optimize

View file

@ -155,6 +155,18 @@ class Parser(metaclass=_Parser):
TokenType.DATETIME,
TokenType.DATETIME64,
TokenType.DATE,
TokenType.INT4RANGE,
TokenType.INT4MULTIRANGE,
TokenType.INT8RANGE,
TokenType.INT8MULTIRANGE,
TokenType.NUMRANGE,
TokenType.NUMMULTIRANGE,
TokenType.TSRANGE,
TokenType.TSMULTIRANGE,
TokenType.TSTZRANGE,
TokenType.TSTZMULTIRANGE,
TokenType.DATERANGE,
TokenType.DATEMULTIRANGE,
TokenType.DECIMAL,
TokenType.BIGDECIMAL,
TokenType.UUID,
@ -193,6 +205,7 @@ class Parser(metaclass=_Parser):
TokenType.SCHEMA,
TokenType.TABLE,
TokenType.VIEW,
TokenType.DICTIONARY,
}
CREATABLES = {
@ -220,6 +233,7 @@ class Parser(metaclass=_Parser):
TokenType.DELETE,
TokenType.DESC,
TokenType.DESCRIBE,
TokenType.DICTIONARY,
TokenType.DIV,
TokenType.END,
TokenType.EXECUTE,
@ -272,6 +286,7 @@ class Parser(metaclass=_Parser):
TABLE_ALIAS_TOKENS = ID_VAR_TOKENS - {
TokenType.APPLY,
TokenType.ASOF,
TokenType.FULL,
TokenType.LEFT,
TokenType.LOCK,
@ -375,6 +390,11 @@ class Parser(metaclass=_Parser):
TokenType.EXCEPT,
}
JOIN_METHODS = {
TokenType.NATURAL,
TokenType.ASOF,
}
JOIN_SIDES = {
TokenType.LEFT,
TokenType.RIGHT,
@ -465,7 +485,7 @@ class Parser(metaclass=_Parser):
exp.Where: lambda self: self._parse_where(),
exp.Window: lambda self: self._parse_named_window(),
exp.With: lambda self: self._parse_with(),
"JOIN_TYPE": lambda self: self._parse_join_side_and_kind(),
"JOIN_TYPE": lambda self: self._parse_join_parts(),
}
STATEMENT_PARSERS = {
@ -580,6 +600,8 @@ class Parser(metaclass=_Parser):
),
"JOURNAL": lambda self, **kwargs: self._parse_journal(**kwargs),
"LANGUAGE": lambda self: self._parse_property_assignment(exp.LanguageProperty),
"LAYOUT": lambda self: self._parse_dict_property(this="LAYOUT"),
"LIFETIME": lambda self: self._parse_dict_range(this="LIFETIME"),
"LIKE": lambda self: self._parse_create_like(),
"LOCATION": lambda self: self._parse_property_assignment(exp.LocationProperty),
"LOCK": lambda self: self._parse_locking(),
@ -594,7 +616,8 @@ class Parser(metaclass=_Parser):
"PARTITION BY": lambda self: self._parse_partitioned_by(),
"PARTITIONED BY": lambda self: self._parse_partitioned_by(),
"PARTITIONED_BY": lambda self: self._parse_partitioned_by(),
"PRIMARY KEY": lambda self: self._parse_primary_key(),
"PRIMARY KEY": lambda self: self._parse_primary_key(in_props=True),
"RANGE": lambda self: self._parse_dict_range(this="RANGE"),
"RETURNS": lambda self: self._parse_returns(),
"ROW": lambda self: self._parse_row(),
"ROW_FORMAT": lambda self: self._parse_property_assignment(exp.RowFormatProperty),
@ -603,6 +626,7 @@ class Parser(metaclass=_Parser):
exp.SettingsProperty, expressions=self._parse_csv(self._parse_set_item)
),
"SORTKEY": lambda self: self._parse_sortkey(),
"SOURCE": lambda self: self._parse_dict_property(this="SOURCE"),
"STABLE": lambda self: self.expression(
exp.StabilityProperty, this=exp.Literal.string("STABLE")
),
@ -1133,13 +1157,16 @@ class Parser(metaclass=_Parser):
begin = None
clone = None
def extend_props(temp_props: t.Optional[exp.Expression]) -> None:
nonlocal properties
if properties and temp_props:
properties.expressions.extend(temp_props.expressions)
elif temp_props:
properties = temp_props
if create_token.token_type in (TokenType.FUNCTION, TokenType.PROCEDURE):
this = self._parse_user_defined_function(kind=create_token.token_type)
temp_properties = self._parse_properties()
if properties and temp_properties:
properties.expressions.extend(temp_properties.expressions)
elif temp_properties:
properties = temp_properties
extend_props(self._parse_properties())
self._match(TokenType.ALIAS)
begin = self._match(TokenType.BEGIN)
@ -1154,21 +1181,13 @@ class Parser(metaclass=_Parser):
table_parts = self._parse_table_parts(schema=True)
# exp.Properties.Location.POST_NAME
if self._match(TokenType.COMMA):
temp_properties = self._parse_properties(before=True)
if properties and temp_properties:
properties.expressions.extend(temp_properties.expressions)
elif temp_properties:
properties = temp_properties
self._match(TokenType.COMMA)
extend_props(self._parse_properties(before=True))
this = self._parse_schema(this=table_parts)
# exp.Properties.Location.POST_SCHEMA and POST_WITH
temp_properties = self._parse_properties()
if properties and temp_properties:
properties.expressions.extend(temp_properties.expressions)
elif temp_properties:
properties = temp_properties
extend_props(self._parse_properties())
self._match(TokenType.ALIAS)
@ -1178,11 +1197,7 @@ class Parser(metaclass=_Parser):
or self._match(TokenType.WITH, advance=False)
or self._match(TokenType.L_PAREN, advance=False)
):
temp_properties = self._parse_properties()
if properties and temp_properties:
properties.expressions.extend(temp_properties.expressions)
elif temp_properties:
properties = temp_properties
extend_props(self._parse_properties())
expression = self._parse_ddl_select()
@ -1192,11 +1207,7 @@ class Parser(metaclass=_Parser):
index = self._parse_index()
# exp.Properties.Location.POST_EXPRESSION or exp.Properties.Location.POST_INDEX
temp_properties = self._parse_properties()
if properties and temp_properties:
properties.expressions.extend(temp_properties.expressions)
elif temp_properties:
properties = temp_properties
extend_props(self._parse_properties())
if not index:
break
@ -1888,8 +1899,16 @@ class Parser(metaclass=_Parser):
this = self._parse_query_modifiers(this)
elif (table or nested) and self._match(TokenType.L_PAREN):
this = self._parse_table() if table else self._parse_select(nested=True)
this = self._parse_set_operations(self._parse_query_modifiers(this))
if self._match(TokenType.PIVOT):
this = self._parse_simplified_pivot()
elif self._match(TokenType.FROM):
this = exp.select("*").from_(
t.cast(exp.From, self._parse_from(skip_from_token=True))
)
else:
this = self._parse_table() if table else self._parse_select(nested=True)
this = self._parse_set_operations(self._parse_query_modifiers(this))
self._match_r_paren()
# early return so that subquery unions aren't parsed again
@ -1902,10 +1921,6 @@ class Parser(metaclass=_Parser):
expressions=self._parse_csv(self._parse_value),
alias=self._parse_table_alias(),
)
elif self._match(TokenType.PIVOT):
this = self._parse_simplified_pivot()
elif self._match(TokenType.FROM):
this = exp.select("*").from_(t.cast(exp.From, self._parse_from(skip_from_token=True)))
else:
this = None
@ -2154,11 +2169,11 @@ class Parser(metaclass=_Parser):
return expression
def _parse_join_side_and_kind(
def _parse_join_parts(
self,
) -> t.Tuple[t.Optional[Token], t.Optional[Token], t.Optional[Token]]:
return (
self._match(TokenType.NATURAL) and self._prev,
self._match_set(self.JOIN_METHODS) and self._prev,
self._match_set(self.JOIN_SIDES) and self._prev,
self._match_set(self.JOIN_KINDS) and self._prev,
)
@ -2168,14 +2183,14 @@ class Parser(metaclass=_Parser):
return self.expression(exp.Join, this=self._parse_table())
index = self._index
natural, side, kind = self._parse_join_side_and_kind()
method, side, kind = self._parse_join_parts()
hint = self._prev.text if self._match_texts(self.JOIN_HINTS) else None
join = self._match(TokenType.JOIN)
if not skip_join_token and not join:
self._retreat(index)
kind = None
natural = None
method = None
side = None
outer_apply = self._match_pair(TokenType.OUTER, TokenType.APPLY, False)
@ -2187,12 +2202,10 @@ class Parser(metaclass=_Parser):
if outer_apply:
side = Token(TokenType.LEFT, "LEFT")
kwargs: t.Dict[
str, t.Optional[exp.Expression] | bool | str | t.List[t.Optional[exp.Expression]]
] = {"this": self._parse_table()}
kwargs: t.Dict[str, t.Any] = {"this": self._parse_table()}
if natural:
kwargs["natural"] = True
if method:
kwargs["method"] = method.text
if side:
kwargs["side"] = side.text
if kind:
@ -2205,7 +2218,7 @@ class Parser(metaclass=_Parser):
elif self._match(TokenType.USING):
kwargs["using"] = self._parse_wrapped_id_vars()
return self.expression(exp.Join, **kwargs) # type: ignore
return self.expression(exp.Join, **kwargs)
def _parse_index(
self,
@ -2886,7 +2899,9 @@ class Parser(metaclass=_Parser):
exp.DataTypeSize, this=this, expression=self._parse_var(any_token=True)
)
def _parse_types(self, check_func: bool = False) -> t.Optional[exp.Expression]:
def _parse_types(
self, check_func: bool = False, schema: bool = False
) -> t.Optional[exp.Expression]:
index = self._index
prefix = self._match_text_seq("SYSUDTLIB", ".")
@ -2908,7 +2923,9 @@ class Parser(metaclass=_Parser):
if is_struct:
expressions = self._parse_csv(self._parse_struct_types)
elif nested:
expressions = self._parse_csv(self._parse_types)
expressions = self._parse_csv(
lambda: self._parse_types(check_func=check_func, schema=schema)
)
else:
expressions = self._parse_csv(self._parse_type_size)
@ -2943,7 +2960,9 @@ class Parser(metaclass=_Parser):
if is_struct:
expressions = self._parse_csv(self._parse_struct_types)
else:
expressions = self._parse_csv(self._parse_types)
expressions = self._parse_csv(
lambda: self._parse_types(check_func=check_func, schema=schema)
)
if not self._match(TokenType.GT):
self.raise_error("Expecting >")
@ -3038,11 +3057,7 @@ class Parser(metaclass=_Parser):
else exp.Literal.string(value)
)
else:
field = (
self._parse_star()
or self._parse_function(anonymous=True)
or self._parse_id_var()
)
field = self._parse_field(anonymous_func=True)
if isinstance(field, exp.Func):
# bigquery allows function calls like x.y.count(...)
@ -3113,10 +3128,11 @@ class Parser(metaclass=_Parser):
self,
any_token: bool = False,
tokens: t.Optional[t.Collection[TokenType]] = None,
anonymous_func: bool = False,
) -> t.Optional[exp.Expression]:
return (
self._parse_primary()
or self._parse_function()
or self._parse_function(anonymous=anonymous_func)
or self._parse_id_var(any_token=any_token, tokens=tokens)
)
@ -3270,7 +3286,7 @@ class Parser(metaclass=_Parser):
# column defs are not really columns, they're identifiers
if isinstance(this, exp.Column):
this = this.this
kind = self._parse_types()
kind = self._parse_types(schema=True)
if self._match_text_seq("FOR", "ORDINALITY"):
return self.expression(exp.ColumnDef, this=this, ordinality=True)
@ -3483,16 +3499,18 @@ class Parser(metaclass=_Parser):
exp.ForeignKey, expressions=expressions, reference=reference, **options # type: ignore
)
def _parse_primary_key(self) -> exp.Expression:
def _parse_primary_key(
self, wrapped_optional: bool = False, in_props: bool = False
) -> exp.Expression:
desc = (
self._match_set((TokenType.ASC, TokenType.DESC))
and self._prev.token_type == TokenType.DESC
)
if not self._match(TokenType.L_PAREN, advance=False):
if not in_props and not self._match(TokenType.L_PAREN, advance=False):
return self.expression(exp.PrimaryKeyColumnConstraint, desc=desc)
expressions = self._parse_wrapped_csv(self._parse_field)
expressions = self._parse_wrapped_csv(self._parse_field, optional=wrapped_optional)
options = self._parse_key_constraint_options()
return self.expression(exp.PrimaryKey, expressions=expressions, options=options)
@ -3509,10 +3527,11 @@ class Parser(metaclass=_Parser):
return this
bracket_kind = self._prev.token_type
expressions: t.List[t.Optional[exp.Expression]]
if self._match(TokenType.COLON):
expressions = [self.expression(exp.Slice, expression=self._parse_conjunction())]
expressions: t.List[t.Optional[exp.Expression]] = [
self.expression(exp.Slice, expression=self._parse_conjunction())
]
else:
expressions = self._parse_csv(lambda: self._parse_slice(self._parse_conjunction()))
@ -4011,22 +4030,15 @@ class Parser(metaclass=_Parser):
self,
any_token: bool = True,
tokens: t.Optional[t.Collection[TokenType]] = None,
prefix_tokens: t.Optional[t.Collection[TokenType]] = None,
) -> t.Optional[exp.Expression]:
identifier = self._parse_identifier()
if identifier:
return identifier
prefix = ""
if prefix_tokens:
while self._match_set(prefix_tokens):
prefix += self._prev.text
if (any_token and self._advance_any()) or self._match_set(tokens or self.ID_VAR_TOKENS):
quoted = self._prev.token_type == TokenType.STRING
return exp.Identifier(this=prefix + self._prev.text, quoted=quoted)
return exp.Identifier(this=self._prev.text, quoted=quoted)
return None
@ -4472,6 +4484,44 @@ class Parser(metaclass=_Parser):
size = len(start.text)
return exp.Command(this=text[:size], expression=text[size:])
def _parse_dict_property(self, this: str) -> exp.DictProperty:
settings = []
self._match_l_paren()
kind = self._parse_id_var()
if self._match(TokenType.L_PAREN):
while True:
key = self._parse_id_var()
value = self._parse_primary()
if not key and value is None:
break
settings.append(self.expression(exp.DictSubProperty, this=key, value=value))
self._match(TokenType.R_PAREN)
self._match_r_paren()
return self.expression(
exp.DictProperty,
this=this,
kind=kind.this if kind else None,
settings=settings,
)
def _parse_dict_range(self, this: str) -> exp.DictRange:
self._match_l_paren()
has_min = self._match_text_seq("MIN")
if has_min:
min = self._parse_var() or self._parse_primary()
self._match_text_seq("MAX")
max = self._parse_var() or self._parse_primary()
else:
max = self._parse_var() or self._parse_primary()
min = exp.Literal.number(0)
self._match_r_paren()
return self.expression(exp.DictRange, this=this, min=min, max=max)
def _find_parser(
self, parsers: t.Dict[str, t.Callable], trie: t.Dict
) -> t.Optional[t.Callable]:

View file

@ -5,7 +5,7 @@ import typing as t
from sqlglot import expressions as exp
if t.TYPE_CHECKING:
JSON = t.Union[dict, list, str, float, int, bool]
JSON = t.Union[dict, list, str, float, int, bool, None]
Node = t.Union[t.List["Node"], exp.DataType.Type, exp.Expression, JSON]
@ -24,12 +24,12 @@ def dump(node: Node) -> JSON:
klass = node.__class__.__qualname__
if node.__class__.__module__ != exp.__name__:
klass = f"{node.__module__}.{klass}"
obj = {
obj: t.Dict = {
"class": klass,
"args": {k: dump(v) for k, v in node.args.items() if v is not None and v != []},
}
if node.type:
obj["type"] = node.type.sql()
obj["type"] = dump(node.type)
if node.comments:
obj["comments"] = node.comments
if node._meta is not None:
@ -60,7 +60,7 @@ def load(obj: JSON) -> Node:
klass = getattr(module, class_name)
expression = klass(**{k: load(v) for k, v in obj["args"].items()})
expression.type = obj.get("type")
expression.type = t.cast(exp.DataType, load(obj.get("type")))
expression.comments = obj.get("comments")
expression._meta = obj.get("meta")

View file

@ -113,6 +113,18 @@ class TokenType(AutoName):
DATETIME = auto()
DATETIME64 = auto()
DATE = auto()
INT4RANGE = auto()
INT4MULTIRANGE = auto()
INT8RANGE = auto()
INT8MULTIRANGE = auto()
NUMRANGE = auto()
NUMMULTIRANGE = auto()
TSRANGE = auto()
TSMULTIRANGE = auto()
TSTZRANGE = auto()
TSTZMULTIRANGE = auto()
DATERANGE = auto()
DATEMULTIRANGE = auto()
UUID = auto()
GEOGRAPHY = auto()
NULLABLE = auto()
@ -167,6 +179,7 @@ class TokenType(AutoName):
DELETE = auto()
DESC = auto()
DESCRIBE = auto()
DICTIONARY = auto()
DISTINCT = auto()
DIV = auto()
DROP = auto()
@ -480,6 +493,7 @@ class Tokenizer(metaclass=_Tokenizer):
"ANY": TokenType.ANY,
"ASC": TokenType.ASC,
"AS": TokenType.ALIAS,
"ASOF": TokenType.ASOF,
"AUTOINCREMENT": TokenType.AUTO_INCREMENT,
"AUTO_INCREMENT": TokenType.AUTO_INCREMENT,
"BEGIN": TokenType.BEGIN,
@ -669,6 +683,18 @@ class Tokenizer(metaclass=_Tokenizer):
"TIMESTAMPLTZ": TokenType.TIMESTAMPLTZ,
"DATE": TokenType.DATE,
"DATETIME": TokenType.DATETIME,
"INT4RANGE": TokenType.INT4RANGE,
"INT4MULTIRANGE": TokenType.INT4MULTIRANGE,
"INT8RANGE": TokenType.INT8RANGE,
"INT8MULTIRANGE": TokenType.INT8MULTIRANGE,
"NUMRANGE": TokenType.NUMRANGE,
"NUMMULTIRANGE": TokenType.NUMMULTIRANGE,
"TSRANGE": TokenType.TSRANGE,
"TSMULTIRANGE": TokenType.TSMULTIRANGE,
"TSTZRANGE": TokenType.TSTZRANGE,
"TSTZMULTIRANGE": TokenType.TSTZMULTIRANGE,
"DATERANGE": TokenType.DATERANGE,
"DATEMULTIRANGE": TokenType.DATEMULTIRANGE,
"UNIQUE": TokenType.UNIQUE,
"STRUCT": TokenType.STRUCT,
"VARIANT": TokenType.VARIANT,
@ -709,8 +735,6 @@ class Tokenizer(metaclass=_Tokenizer):
COMMENTS = ["--", ("/*", "*/"), ("{#", "#}")]
KEYWORD_TRIE: t.Dict = {} # autofilled
IDENTIFIER_CAN_START_WITH_DIGIT = False
__slots__ = (
"sql",
"size",
@ -724,6 +748,7 @@ class Tokenizer(metaclass=_Tokenizer):
"_end",
"_peek",
"_prev_token_line",
"identifiers_can_start_with_digit",
)
def __init__(self) -> None:
@ -826,6 +851,12 @@ class Tokenizer(metaclass=_Tokenizer):
def _text(self) -> str:
return self.sql[self._start : self._current]
def peek(self, i: int = 0) -> str:
i = self._current + i
if i < self.size:
return self.sql[i]
return ""
def _add(self, token_type: TokenType, text: t.Optional[str] = None) -> None:
self._prev_token_line = self._line
self.tokens.append(
@ -962,8 +993,12 @@ class Tokenizer(metaclass=_Tokenizer):
if self._peek.isdigit():
self._advance()
elif self._peek == "." and not decimal:
decimal = True
self._advance()
after = self.peek(1)
if after.isdigit() or not after.strip():
decimal = True
self._advance()
else:
return self._add(TokenType.VAR)
elif self._peek in ("-", "+") and scientific == 1:
scientific += 1
self._advance()
@ -984,7 +1019,7 @@ class Tokenizer(metaclass=_Tokenizer):
self._add(TokenType.NUMBER, number_text)
self._add(TokenType.DCOLON, "::")
return self._add(token_type, literal)
elif self.IDENTIFIER_CAN_START_WITH_DIGIT:
elif self.identifiers_can_start_with_digit: # type: ignore
return self._add(TokenType.VAR)
self._add(TokenType.NUMBER, number_text)

View file

@ -268,6 +268,17 @@ def add_recursive_cte_column_names(expression: exp.Expression) -> exp.Expression
return expression
def epoch_cast_to_ts(expression: exp.Expression) -> exp.Expression:
if (
isinstance(expression, (exp.Cast, exp.TryCast))
and expression.name.lower() == "epoch"
and expression.to.this in exp.DataType.TEMPORAL_TYPES
):
expression.this.replace(exp.Literal.string("1970-01-01 00:00:00"))
return expression
def preprocess(
transforms: t.List[t.Callable[[exp.Expression], exp.Expression]],
) -> t.Callable[[Generator, exp.Expression], str]:

View file

@ -6,6 +6,8 @@ class TestBigQuery(Validator):
dialect = "bigquery"
def test_bigquery(self):
self.validate_identity("SELECT * FROM x-0.a")
self.validate_identity("SELECT * FROM pivot CROSS JOIN foo")
self.validate_identity("SAFE_CAST(x AS STRING)")
self.validate_identity("SELECT * FROM a-b-c.mydataset.mytable")
self.validate_identity("SELECT * FROM abc-def-ghi")
@ -35,6 +37,7 @@ class TestBigQuery(Validator):
"CREATE TABLE IF NOT EXISTS foo AS SELECT * FROM bla EXCEPT DISTINCT (SELECT * FROM bar) LIMIT 0"
)
self.validate_all("SELECT 1 AS hash", write={"bigquery": "SELECT 1 AS `hash`"})
self.validate_all('x <> ""', write={"bigquery": "x <> ''"})
self.validate_all('x <> """"""', write={"bigquery": "x <> ''"})
self.validate_all("x <> ''''''", write={"bigquery": "x <> ''"})

View file

@ -39,7 +39,16 @@ class TestClickhouse(Validator):
self.validate_identity(
"CREATE TABLE test (id UInt8) ENGINE=AggregatingMergeTree() ORDER BY tuple()"
)
self.validate_identity(
"CREATE TABLE test ON CLUSTER default (id UInt8) ENGINE=AggregatingMergeTree() ORDER BY tuple()"
)
self.validate_identity(
"CREATE MATERIALIZED VIEW test_view ON CLUSTER cl1 (id UInt8) ENGINE=AggregatingMergeTree() ORDER BY tuple() AS SELECT * FROM test_data"
)
self.validate_all(
r"'Enum8(\'Sunday\' = 0)'", write={"clickhouse": "'Enum8(''Sunday'' = 0)'"}
)
self.validate_all(
"SELECT uniq(x) FROM (SELECT any(y) AS x FROM (SELECT 1 AS y))",
read={
@ -395,3 +404,91 @@ SET
},
pretty=True,
)
self.validate_all(
"""
CREATE DICTIONARY discounts_dict (
advertiser_id UInt64,
discount_start_date Date,
discount_end_date Date,
amount Float64
)
PRIMARY KEY id
SOURCE(CLICKHOUSE(TABLE 'discounts'))
LIFETIME(MIN 1 MAX 1000)
LAYOUT(RANGE_HASHED(range_lookup_strategy 'max'))
RANGE(MIN discount_start_date MAX discount_end_date)
""",
write={
"clickhouse": """CREATE DICTIONARY discounts_dict (
advertiser_id UInt64,
discount_start_date DATE,
discount_end_date DATE,
amount Float64
)
PRIMARY KEY (id)
SOURCE(CLICKHOUSE(
TABLE 'discounts'
))
LIFETIME(MIN 1 MAX 1000)
LAYOUT(RANGE_HASHED(
range_lookup_strategy 'max'
))
RANGE(MIN discount_start_date MAX discount_end_date)""",
},
pretty=True,
)
self.validate_all(
"""
CREATE DICTIONARY my_ip_trie_dictionary (
prefix String,
asn UInt32,
cca2 String DEFAULT '??'
)
PRIMARY KEY prefix
SOURCE(CLICKHOUSE(TABLE 'my_ip_addresses'))
LAYOUT(IP_TRIE)
LIFETIME(3600);
""",
write={
"clickhouse": """CREATE DICTIONARY my_ip_trie_dictionary (
prefix TEXT,
asn UInt32,
cca2 TEXT DEFAULT '??'
)
PRIMARY KEY (prefix)
SOURCE(CLICKHOUSE(
TABLE 'my_ip_addresses'
))
LAYOUT(IP_TRIE())
LIFETIME(MIN 0 MAX 3600)""",
},
pretty=True,
)
self.validate_all(
"""
CREATE DICTIONARY polygons_test_dictionary
(
key Array(Array(Array(Tuple(Float64, Float64)))),
name String
)
PRIMARY KEY key
SOURCE(CLICKHOUSE(TABLE 'polygons_test_table'))
LAYOUT(POLYGON(STORE_POLYGON_KEY_COLUMN 1))
LIFETIME(0);
""",
write={
"clickhouse": """CREATE DICTIONARY polygons_test_dictionary (
key Array(Array(Array(Tuple(Float64, Float64)))),
name TEXT
)
PRIMARY KEY (key)
SOURCE(CLICKHOUSE(
TABLE 'polygons_test_table'
))
LAYOUT(POLYGON(
STORE_POLYGON_KEY_COLUMN 1
))
LIFETIME(MIN 0 MAX 0)""",
},
pretty=True,
)

View file

@ -484,6 +484,7 @@ class TestDialect(Validator):
"bigquery": "CAST(x AS DATE)",
"duckdb": "CAST(x AS DATE)",
"hive": "TO_DATE(x)",
"postgres": "CAST(x AS DATE)",
"presto": "CAST(SUBSTR(CAST(x AS VARCHAR), 1, 10) AS DATE)",
"snowflake": "CAST(x AS DATE)",
},

View file

@ -132,6 +132,7 @@ class TestDuckDB(Validator):
parse_one("a // b", read="duckdb").assert_is(exp.IntDiv).sql(dialect="duckdb"), "a // b"
)
self.validate_identity("SELECT * FROM foo ASOF LEFT JOIN bar ON a = b")
self.validate_identity("PIVOT Cities ON Year USING SUM(Population)")
self.validate_identity("PIVOT Cities ON Year USING FIRST(Population)")
self.validate_identity("PIVOT Cities ON Year USING SUM(Population) GROUP BY Country")

View file

@ -412,6 +412,7 @@ class TestHive(Validator):
"SELECT 1_a AS a FROM test_table",
write={
"spark": "SELECT 1_a AS a FROM test_table",
"trino": 'SELECT "1_a" AS a FROM test_table',
},
)
self.validate_all(

View file

@ -121,7 +121,7 @@ class TestMySQL(Validator):
)
def test_canonical_functions(self):
self.validate_identity("SELECT LEFT('str', 2)", "SELECT SUBSTRING('str', 1, 2)")
self.validate_identity("SELECT LEFT('str', 2)", "SELECT LEFT('str', 2)")
self.validate_identity("SELECT INSTR('str', 'substr')", "SELECT LOCATE('substr', 'str')")
self.validate_identity("SELECT UCASE('foo')", "SELECT UPPER('foo')")
self.validate_identity("SELECT LCASE('foo')", "SELECT LOWER('foo')")

View file

@ -7,6 +7,7 @@ class TestPostgres(Validator):
dialect = "postgres"
def test_ddl(self):
self.validate_identity("CREATE TABLE public.y (x TSTZRANGE NOT NULL)")
self.validate_identity("CREATE TABLE test (foo HSTORE)")
self.validate_identity("CREATE TABLE test (foo JSONB)")
self.validate_identity("CREATE TABLE test (foo VARCHAR(64)[])")
@ -85,6 +86,18 @@ class TestPostgres(Validator):
)
def test_postgres(self):
self.validate_identity("CAST(x AS INT4RANGE)")
self.validate_identity("CAST(x AS INT4MULTIRANGE)")
self.validate_identity("CAST(x AS INT8RANGE)")
self.validate_identity("CAST(x AS INT8MULTIRANGE)")
self.validate_identity("CAST(x AS NUMRANGE)")
self.validate_identity("CAST(x AS NUMMULTIRANGE)")
self.validate_identity("CAST(x AS TSRANGE)")
self.validate_identity("CAST(x AS TSMULTIRANGE)")
self.validate_identity("CAST(x AS TSTZRANGE)")
self.validate_identity("CAST(x AS TSTZMULTIRANGE)")
self.validate_identity("CAST(x AS DATERANGE)")
self.validate_identity("CAST(x AS DATEMULTIRANGE)")
self.validate_identity(
"""LAST_VALUE("col1") OVER (ORDER BY "col2" RANGE BETWEEN INTERVAL '1 day' PRECEDING AND '1 month' FOLLOWING)"""
)

View file

@ -6,6 +6,18 @@ class TestPresto(Validator):
dialect = "presto"
def test_cast(self):
self.validate_all(
"SELECT DATE_DIFF('week', CAST(SUBSTR(CAST('2009-01-01' AS VARCHAR), 1, 10) AS DATE), CAST(SUBSTR(CAST('2009-12-31' AS VARCHAR), 1, 10) AS DATE))",
read={"redshift": "SELECT DATEDIFF(week, '2009-01-01', '2009-12-31')"},
)
self.validate_all(
"SELECT DATE_ADD('month', 18, CAST(SUBSTR(CAST('2008-02-28' AS VARCHAR), 1, 10) AS DATE))",
read={"redshift": "SELECT DATEADD(month, 18, '2008-02-28')"},
)
self.validate_all(
"SELECT TRY_CAST('1970-01-01 00:00:00' AS TIMESTAMP)",
read={"postgres": "SELECT 'epoch'::TIMESTAMP"},
)
self.validate_all(
"FROM_BASE64(x)",
read={
@ -434,9 +446,16 @@ class TestPresto(Validator):
self.validate_identity("START TRANSACTION ISOLATION LEVEL REPEATABLE READ")
self.validate_identity("APPROX_PERCENTILE(a, b, c, d)")
self.validate_all("VALUES 1, 2, 3", write={"presto": "VALUES (1), (2), (3)"})
self.validate_all("INTERVAL '1 day'", write={"trino": "INTERVAL '1' day"})
self.validate_all("(5 * INTERVAL '7' day)", read={"": "INTERVAL '5' week"})
self.validate_all("(5 * INTERVAL '7' day)", read={"": "INTERVAL '5' WEEKS"})
self.validate_all(
"SELECT SUBSTRING(a, 1, 3), SUBSTRING(a, LENGTH(a) - (3 - 1))",
read={
"redshift": "SELECT LEFT(a, 3), RIGHT(a, 3)",
},
)
self.validate_all(
"WITH RECURSIVE t(n) AS (SELECT 1 AS n UNION ALL SELECT n + 1 AS n FROM t WHERE n < 4) SELECT SUM(n) FROM t",
read={

View file

@ -10,6 +10,16 @@ class TestRedshift(Validator):
self.validate_identity("foo$")
self.validate_identity("$foo")
self.validate_all(
"SELECT STRTOL('abc', 16)",
read={
"trino": "SELECT FROM_BASE('abc', 16)",
},
write={
"redshift": "SELECT STRTOL('abc', 16)",
"trino": "SELECT FROM_BASE('abc', 16)",
},
)
self.validate_all(
"SELECT SNAPSHOT, type",
write={
@ -18,6 +28,35 @@ class TestRedshift(Validator):
},
)
self.validate_all(
"x is true",
write={
"redshift": "x IS TRUE",
"presto": "x",
},
)
self.validate_all(
"x is false",
write={
"redshift": "x IS FALSE",
"presto": "NOT x",
},
)
self.validate_all(
"x is not false",
write={
"redshift": "NOT x IS FALSE",
"presto": "NOT NOT x",
},
)
self.validate_all(
"LEN(x)",
write={
"redshift": "LENGTH(x)",
"presto": "LENGTH(x)",
},
)
self.validate_all(
"SELECT SYSDATE",
write={
@ -141,7 +180,7 @@ class TestRedshift(Validator):
"DATEDIFF('day', a, b)",
write={
"redshift": "DATEDIFF(day, a, b)",
"presto": "DATE_DIFF('day', a, b)",
"presto": "DATE_DIFF('day', CAST(SUBSTR(CAST(a AS VARCHAR), 1, 10) AS DATE), CAST(SUBSTR(CAST(b AS VARCHAR), 1, 10) AS DATE))",
},
)
self.validate_all(

View file

@ -5,6 +5,9 @@ class TestSpark(Validator):
dialect = "spark"
def test_ddl(self):
self.validate_identity("CREATE TABLE foo (col VARCHAR(50))")
self.validate_identity("CREATE TABLE foo (col STRUCT<struct_col_a: VARCHAR((50))>)")
self.validate_all(
"CREATE TABLE db.example_table (col_a struct<struct_col_a:int, struct_col_b:string>)",
write={
@ -222,6 +225,20 @@ TBLPROPERTIES (
self.validate_identity("TRIM(TRAILING 'SL' FROM 'SSparkSQLS')")
self.validate_identity("SPLIT(str, pattern, lim)")
self.validate_all(
"SELECT * FROM ((VALUES 1))", write={"spark": "SELECT * FROM (VALUES (1))"}
)
self.validate_all(
"SELECT CAST(STRUCT('fooo') AS STRUCT<a: VARCHAR(2)>)",
write={"spark": "SELECT CAST(STRUCT('fooo') AS STRUCT<a: STRING>)"},
)
self.validate_all(
"SELECT CAST(123456 AS VARCHAR(3))",
write={
"": "SELECT TRY_CAST(123456 AS TEXT)",
"spark": "SELECT CAST(123456 AS STRING)",
},
)
self.validate_all(
"SELECT piv.Q1 FROM (SELECT * FROM produce PIVOT(SUM(sales) FOR quarter IN ('Q1', 'Q2'))) AS piv",
read={
@ -368,10 +385,10 @@ TBLPROPERTIES (
self.validate_all(
"SELECT LEFT(x, 2), RIGHT(x, 2)",
write={
"duckdb": "SELECT SUBSTRING(x, 1, 2), SUBSTRING(x, LENGTH(x) - 2 + 1, 2)",
"presto": "SELECT SUBSTRING(x, 1, 2), SUBSTRING(x, LENGTH(x) - 2 + 1, 2)",
"hive": "SELECT SUBSTRING(x, 1, 2), SUBSTRING(x, LENGTH(x) - 2 + 1, 2)",
"spark": "SELECT SUBSTRING(x, 1, 2), SUBSTRING(x, LENGTH(x) - 2 + 1, 2)",
"duckdb": "SELECT LEFT(x, 2), RIGHT(x, 2)",
"presto": "SELECT SUBSTRING(x, 1, 2), SUBSTRING(x, LENGTH(x) - (2 - 1))",
"hive": "SELECT SUBSTRING(x, 1, 2), SUBSTRING(x, LENGTH(x) - (2 - 1))",
"spark": "SELECT LEFT(x, 2), RIGHT(x, 2)",
},
)
self.validate_all(

View file

@ -40,6 +40,27 @@ class TestTeradata(Validator):
self.validate_identity(
"CREATE TABLE a (b INT) PARTITION BY RANGE_N(b BETWEEN *, 1 AND * EACH b) INDEX (a)"
)
self.validate_identity(
"CREATE TABLE a, NO FALLBACK PROTECTION, NO LOG, NO JOURNAL, CHECKSUM=ON, NO MERGEBLOCKRATIO, BLOCKCOMPRESSION=ALWAYS (a INT)"
)
self.validate_identity(
"CREATE TABLE a, NO FALLBACK PROTECTION, NO LOG, NO JOURNAL, CHECKSUM=ON, NO MERGEBLOCKRATIO, BLOCKCOMPRESSION=ALWAYS (a INT)"
)
self.validate_identity(
"CREATE TABLE a, WITH JOURNAL TABLE=x.y.z, CHECKSUM=OFF, MERGEBLOCKRATIO=1, DATABLOCKSIZE=10 KBYTES (a INT)"
)
self.validate_identity(
"CREATE TABLE a, BEFORE JOURNAL, AFTER JOURNAL, FREESPACE=1, DEFAULT DATABLOCKSIZE, BLOCKCOMPRESSION=DEFAULT (a INT)"
)
self.validate_identity(
"CREATE TABLE a, DUAL JOURNAL, DUAL AFTER JOURNAL, MERGEBLOCKRATIO=1 PERCENT, DATABLOCKSIZE=10 KILOBYTES (a INT)"
)
self.validate_identity(
"CREATE TABLE a, DUAL BEFORE JOURNAL, LOCAL AFTER JOURNAL, MAXIMUM DATABLOCKSIZE, BLOCKCOMPRESSION=AUTOTEMP(c1 INT) (a INT)"
)
self.validate_identity(
"CREATE VOLATILE MULTISET TABLE a, NOT LOCAL AFTER JOURNAL, FREESPACE=1 PERCENT, DATABLOCKSIZE=10 BYTES, WITH NO CONCURRENT ISOLATED LOADING FOR ALL (a INT)"
)
self.validate_all(
"""

View file

@ -160,6 +160,7 @@ CASE WHEN SUM(x) > 3 THEN 1 END OVER (PARTITION BY x)
SUM(ROW() OVER (PARTITION BY x))
SUM(ROW() OVER (PARTITION BY x + 1))
SUM(ROW() OVER (PARTITION BY x AND y))
SUM(x) OVER (w ORDER BY y)
(ROW() OVER ())
CASE WHEN (x > 1) THEN 1 ELSE 0 END
CASE (1) WHEN 1 THEN 1 ELSE 0 END
@ -570,14 +571,7 @@ CREATE TABLE foo (baz CHAR(4) CHARACTER SET LATIN UPPERCASE NOT CASESPECIFIC COM
CREATE TABLE foo (baz DATE FORMAT 'YYYY/MM/DD' TITLE 'title' INLINE LENGTH 1 COMPRESS ('a', 'b'))
CREATE TABLE t (title TEXT)
CREATE TABLE foo (baz INT, inline TEXT)
CREATE TABLE a, FALLBACK, LOG, JOURNAL, CHECKSUM=DEFAULT, DEFAULT MERGEBLOCKRATIO, BLOCKCOMPRESSION=MANUAL (a INT)
CREATE TABLE a, NO FALLBACK PROTECTION, NO LOG, NO JOURNAL, CHECKSUM=ON, NO MERGEBLOCKRATIO, BLOCKCOMPRESSION=ALWAYS (a INT)
CREATE TABLE a, WITH JOURNAL TABLE=x.y.z, CHECKSUM=OFF, MERGEBLOCKRATIO=1, DATABLOCKSIZE=10 KBYTES (a INT)
CREATE TABLE a, BEFORE JOURNAL, AFTER JOURNAL, FREESPACE=1, DEFAULT DATABLOCKSIZE, BLOCKCOMPRESSION=DEFAULT (a INT)
CREATE TABLE a, DUAL JOURNAL, DUAL AFTER JOURNAL, MERGEBLOCKRATIO=1 PERCENT, DATABLOCKSIZE=10 KILOBYTES (a INT)
CREATE TABLE a, DUAL BEFORE JOURNAL, LOCAL AFTER JOURNAL, MAXIMUM DATABLOCKSIZE, BLOCKCOMPRESSION=AUTOTEMP(c1 INT) (a INT)
CREATE SET GLOBAL TEMPORARY TABLE a, NO BEFORE JOURNAL, NO AFTER JOURNAL, MINIMUM DATABLOCKSIZE, BLOCKCOMPRESSION=NEVER (a INT)
CREATE VOLATILE MULTISET TABLE a, NOT LOCAL AFTER JOURNAL, FREESPACE=1 PERCENT, DATABLOCKSIZE=10 BYTES, WITH NO CONCURRENT ISOLATED LOADING FOR ALL (a INT)
CREATE ALGORITHM=UNDEFINED DEFINER=foo@% SQL SECURITY DEFINER VIEW a AS (SELECT a FROM b)
CREATE TEMPORARY TABLE x AS SELECT a FROM d
CREATE TEMPORARY TABLE IF NOT EXISTS x AS SELECT a FROM d

View file

@ -521,3 +521,6 @@ class TestParser(unittest.TestCase):
self.assertEqual(
parse_one("create materialized table x").sql(), "CREATE MATERIALIZED TABLE x"
)
def test_parse_floats(self):
self.assertTrue(parse_one("1. ").is_number)

View file

@ -27,7 +27,7 @@ class TestSerDe(unittest.TestCase):
self.assertEqual(before, after)
def test_type_annotations(self):
before = annotate_types(parse_one("CAST('1' AS INT)"))
before = annotate_types(parse_one("CAST('1' AS STRUCT<x ARRAY<INT>>)"))
after = self.dump_load(before)
self.assertEqual(before.type, after.type)
self.assertEqual(before.this.type, after.this.type)