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Merging upstream version 17.2.0.

Signed-off-by: Daniel Baumann <daniel@debian.org>
This commit is contained in:
Daniel Baumann 2025-02-13 20:43:05 +01:00
parent 06c5965633
commit ff2afd7448
Signed by: daniel
GPG key ID: FBB4F0E80A80222F
91 changed files with 42856 additions and 42624 deletions

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@ -313,10 +313,11 @@
<pre><span></span><code><span class="p">[{</span>
<span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Expecting )&#39;</span><span class="p">,</span>
<span class="s1">&#39;line&#39;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
<span class="s1">&#39;col&#39;</span><span class="p">:</span> <span class="mi">13</span><span class="p">,</span>
<span class="s1">&#39;col&#39;</span><span class="p">:</span> <span class="mi">16</span><span class="p">,</span>
<span class="s1">&#39;start_context&#39;</span><span class="p">:</span> <span class="s1">&#39;SELECT foo( &#39;</span><span class="p">,</span>
<span class="s1">&#39;highlight&#39;</span><span class="p">:</span> <span class="s1">&#39;FROM&#39;</span><span class="p">,</span>
<span class="s1">&#39;end_context&#39;</span><span class="p">:</span> <span class="s1">&#39; bar&#39;</span>
<span class="s1">&#39;end_context&#39;</span><span class="p">:</span> <span class="s1">&#39; bar&#39;</span><span class="p">,</span>
<span class="s1">&#39;into_expression&#39;</span><span class="p">:</span> <span class="kc">None</span><span class="p">,</span>
<span class="p">}]</span>
</code></pre>
</div>
@ -595,7 +596,9 @@
<h2 id="run-tests-and-lint">Run Tests and Lint</h2>
<pre><code>make check # Set SKIP_INTEGRATION=1 to skip integration tests
<pre><code>make style # Only linter checks
make unit # Only unit tests
make check # Full test suite &amp; linter checks
</code></pre>
<h2 id="benchmarks">Benchmarks</h2>
@ -766,65 +769,70 @@
</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><span id="L-96"><a href="#L-96"><span class="linenos"> 96</span></a><span class="k">def</span> <span class="nf">parse_one</span><span class="p">(</span>
</span><span id="L-97"><a href="#L-97"><span class="linenos"> 97</span></a> <span class="n">sql</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">read</span><span class="p">:</span> <span class="n">DialectType</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> <span class="n">into</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">exp</span><span class="o">.</span><span class="n">IntoType</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> <span class="o">**</span><span class="n">opts</span>
</span><span id="L-98"><a href="#L-98"><span class="linenos"> 98</span></a><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Expression</span><span class="p">:</span>
</span><span id="L-99"><a href="#L-99"><span class="linenos"> 99</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="L-100"><a href="#L-100"><span class="linenos">100</span></a><span class="sd"> Parses the given SQL string and returns a syntax tree for the first parsed SQL statement.</span>
</span><span id="L-101"><a href="#L-101"><span class="linenos">101</span></a>
</span><span id="L-102"><a href="#L-102"><span class="linenos">102</span></a><span class="sd"> Args:</span>
</span><span id="L-103"><a href="#L-103"><span class="linenos">103</span></a><span class="sd"> sql: the SQL code string to parse.</span>
</span><span id="L-104"><a href="#L-104"><span class="linenos">104</span></a><span class="sd"> read: the SQL dialect to apply during parsing (eg. &quot;spark&quot;, &quot;hive&quot;, &quot;presto&quot;, &quot;mysql&quot;).</span>
</span><span id="L-105"><a href="#L-105"><span class="linenos">105</span></a><span class="sd"> into: the SQLGlot Expression to parse into.</span>
</span><span id="L-106"><a href="#L-106"><span class="linenos">106</span></a><span class="sd"> **opts: other `sqlglot.parser.Parser` options.</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="sd"> Returns:</span>
</span><span id="L-109"><a href="#L-109"><span class="linenos">109</span></a><span class="sd"> The syntax tree for the first parsed statement.</span>
</span><span id="L-110"><a href="#L-110"><span class="linenos">110</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-111"><a href="#L-111"><span class="linenos">111</span></a>
</span><span id="L-112"><a href="#L-112"><span class="linenos">112</span></a> <span class="n">dialect</span> <span class="o">=</span> <span class="n">Dialect</span><span class="o">.</span><span class="n">get_or_raise</span><span class="p">(</span><span class="n">read</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="k">if</span> <span class="n">into</span><span class="p">:</span>
</span><span id="L-115"><a href="#L-115"><span class="linenos">115</span></a> <span class="n">result</span> <span class="o">=</span> <span class="n">dialect</span><span class="o">.</span><span class="n">parse_into</span><span class="p">(</span><span class="n">into</span><span class="p">,</span> <span class="n">sql</span><span class="p">,</span> <span class="o">**</span><span class="n">opts</span><span class="p">)</span>
</span><span id="L-116"><a href="#L-116"><span class="linenos">116</span></a> <span class="k">else</span><span class="p">:</span>
</span><span id="L-117"><a href="#L-117"><span class="linenos">117</span></a> <span class="n">result</span> <span class="o">=</span> <span class="n">dialect</span><span class="o">.</span><span class="n">parse</span><span class="p">(</span><span class="n">sql</span><span class="p">,</span> <span class="o">**</span><span class="n">opts</span><span class="p">)</span>
</span><span id="L-97"><a href="#L-97"><span class="linenos"> 97</span></a> <span class="n">sql</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
</span><span id="L-98"><a href="#L-98"><span class="linenos"> 98</span></a> <span class="n">read</span><span class="p">:</span> <span class="n">DialectType</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="L-99"><a href="#L-99"><span class="linenos"> 99</span></a> <span class="n">dialect</span><span class="p">:</span> <span class="n">DialectType</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="L-100"><a href="#L-100"><span class="linenos">100</span></a> <span class="n">into</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">exp</span><span class="o">.</span><span class="n">IntoType</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="L-101"><a href="#L-101"><span class="linenos">101</span></a> <span class="o">**</span><span class="n">opts</span><span class="p">,</span>
</span><span id="L-102"><a href="#L-102"><span class="linenos">102</span></a><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Expression</span><span class="p">:</span>
</span><span id="L-103"><a href="#L-103"><span class="linenos">103</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="L-104"><a href="#L-104"><span class="linenos">104</span></a><span class="sd"> Parses the given SQL string and returns a syntax tree for the first parsed SQL statement.</span>
</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="sd"> Args:</span>
</span><span id="L-107"><a href="#L-107"><span class="linenos">107</span></a><span class="sd"> sql: the SQL code string to parse.</span>
</span><span id="L-108"><a href="#L-108"><span class="linenos">108</span></a><span class="sd"> read: the SQL dialect to apply during parsing (eg. &quot;spark&quot;, &quot;hive&quot;, &quot;presto&quot;, &quot;mysql&quot;).</span>
</span><span id="L-109"><a href="#L-109"><span class="linenos">109</span></a><span class="sd"> dialect: the SQL dialect (alias for read)</span>
</span><span id="L-110"><a href="#L-110"><span class="linenos">110</span></a><span class="sd"> into: the SQLGlot Expression to parse into.</span>
</span><span id="L-111"><a href="#L-111"><span class="linenos">111</span></a><span class="sd"> **opts: other `sqlglot.parser.Parser` options.</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="sd"> Returns:</span>
</span><span id="L-114"><a href="#L-114"><span class="linenos">114</span></a><span class="sd"> The syntax tree for the first parsed statement.</span>
</span><span id="L-115"><a href="#L-115"><span class="linenos">115</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-116"><a href="#L-116"><span class="linenos">116</span></a>
</span><span id="L-117"><a href="#L-117"><span class="linenos">117</span></a> <span class="n">dialect</span> <span class="o">=</span> <span class="n">Dialect</span><span class="o">.</span><span class="n">get_or_raise</span><span class="p">(</span><span class="n">read</span> <span class="ow">or</span> <span class="n">dialect</span><span class="p">)()</span>
</span><span id="L-118"><a href="#L-118"><span class="linenos">118</span></a>
</span><span id="L-119"><a href="#L-119"><span class="linenos">119</span></a> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">result</span><span class="p">:</span>
</span><span id="L-120"><a href="#L-120"><span class="linenos">120</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">expression</span><span class="p">:</span>
</span><span id="L-121"><a href="#L-121"><span class="linenos">121</span></a> <span class="k">raise</span> <span class="n">ParseError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;No expression was parsed from &#39;</span><span class="si">{</span><span class="n">sql</span><span class="si">}</span><span class="s2">&#39;&quot;</span><span class="p">)</span>
</span><span id="L-122"><a href="#L-122"><span class="linenos">122</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="L-123"><a href="#L-123"><span class="linenos">123</span></a> <span class="k">else</span><span class="p">:</span>
</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a> <span class="k">raise</span> <span class="n">ParseError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;No expression was parsed from &#39;</span><span class="si">{</span><span class="n">sql</span><span class="si">}</span><span class="s2">&#39;&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><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a><span class="k">def</span> <span class="nf">transpile</span><span class="p">(</span>
</span><span id="L-128"><a href="#L-128"><span class="linenos">128</span></a> <span class="n">sql</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
</span><span id="L-129"><a href="#L-129"><span class="linenos">129</span></a> <span class="n">read</span><span class="p">:</span> <span class="n">DialectType</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="L-130"><a href="#L-130"><span class="linenos">130</span></a> <span class="n">write</span><span class="p">:</span> <span class="n">DialectType</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="L-131"><a href="#L-131"><span class="linenos">131</span></a> <span class="n">identity</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a> <span class="n">error_level</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">ErrorLevel</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="L-133"><a href="#L-133"><span class="linenos">133</span></a> <span class="o">**</span><span class="n">opts</span><span class="p">,</span>
</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a><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-135"><a href="#L-135"><span class="linenos">135</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="L-136"><a href="#L-136"><span class="linenos">136</span></a><span class="sd"> Parses the given SQL string in accordance with the source dialect and returns a list of SQL strings transformed</span>
</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a><span class="sd"> to conform to the target dialect. Each string in the returned list represents a single transformed SQL statement.</span>
</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a>
</span><span id="L-139"><a href="#L-139"><span class="linenos">139</span></a><span class="sd"> Args:</span>
</span><span id="L-140"><a href="#L-140"><span class="linenos">140</span></a><span class="sd"> sql: the SQL code string to transpile.</span>
</span><span id="L-141"><a href="#L-141"><span class="linenos">141</span></a><span class="sd"> read: the source dialect used to parse the input string (eg. &quot;spark&quot;, &quot;hive&quot;, &quot;presto&quot;, &quot;mysql&quot;).</span>
</span><span id="L-142"><a href="#L-142"><span class="linenos">142</span></a><span class="sd"> write: the target dialect into which the input should be transformed (eg. &quot;spark&quot;, &quot;hive&quot;, &quot;presto&quot;, &quot;mysql&quot;).</span>
</span><span id="L-143"><a href="#L-143"><span class="linenos">143</span></a><span class="sd"> identity: if set to `True` and if the target dialect is not specified the source dialect will be used as both:</span>
</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a><span class="sd"> the source and the target dialect.</span>
</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a><span class="sd"> error_level: the desired error level of the parser.</span>
</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a><span class="sd"> **opts: other `sqlglot.generator.Generator` options.</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="sd"> Returns:</span>
</span><span id="L-149"><a href="#L-149"><span class="linenos">149</span></a><span class="sd"> The list of transpiled SQL statements.</span>
</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a> <span class="n">write</span> <span class="o">=</span> <span class="p">(</span><span class="n">read</span> <span class="k">if</span> <span class="n">write</span> <span class="ow">is</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">write</span><span class="p">)</span> <span class="k">if</span> <span class="n">identity</span> <span class="k">else</span> <span class="n">write</span>
</span><span id="L-152"><a href="#L-152"><span class="linenos">152</span></a> <span class="k">return</span> <span class="p">[</span>
</span><span id="L-153"><a href="#L-153"><span class="linenos">153</span></a> <span class="n">Dialect</span><span class="o">.</span><span class="n">get_or_raise</span><span class="p">(</span><span class="n">write</span><span class="p">)()</span><span class="o">.</span><span class="n">generate</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="o">**</span><span class="n">opts</span><span class="p">)</span>
</span><span id="L-154"><a href="#L-154"><span class="linenos">154</span></a> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">parse</span><span class="p">(</span><span class="n">sql</span><span class="p">,</span> <span class="n">read</span><span class="p">,</span> <span class="n">error_level</span><span class="o">=</span><span class="n">error_level</span><span class="p">)</span>
</span><span id="L-155"><a href="#L-155"><span class="linenos">155</span></a> <span class="p">]</span>
</span><span id="L-119"><a href="#L-119"><span class="linenos">119</span></a> <span class="k">if</span> <span class="n">into</span><span class="p">:</span>
</span><span id="L-120"><a href="#L-120"><span class="linenos">120</span></a> <span class="n">result</span> <span class="o">=</span> <span class="n">dialect</span><span class="o">.</span><span class="n">parse_into</span><span class="p">(</span><span class="n">into</span><span class="p">,</span> <span class="n">sql</span><span class="p">,</span> <span class="o">**</span><span class="n">opts</span><span class="p">)</span>
</span><span id="L-121"><a href="#L-121"><span class="linenos">121</span></a> <span class="k">else</span><span class="p">:</span>
</span><span id="L-122"><a href="#L-122"><span class="linenos">122</span></a> <span class="n">result</span> <span class="o">=</span> <span class="n">dialect</span><span class="o">.</span><span class="n">parse</span><span class="p">(</span><span class="n">sql</span><span class="p">,</span> <span class="o">**</span><span class="n">opts</span><span class="p">)</span>
</span><span id="L-123"><a href="#L-123"><span class="linenos">123</span></a>
</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">result</span><span class="p">:</span>
</span><span id="L-125"><a href="#L-125"><span class="linenos">125</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">expression</span><span class="p">:</span>
</span><span id="L-126"><a href="#L-126"><span class="linenos">126</span></a> <span class="k">raise</span> <span class="n">ParseError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;No expression was parsed from &#39;</span><span class="si">{</span><span class="n">sql</span><span class="si">}</span><span class="s2">&#39;&quot;</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="n">expression</span>
</span><span id="L-128"><a href="#L-128"><span class="linenos">128</span></a> <span class="k">else</span><span class="p">:</span>
</span><span id="L-129"><a href="#L-129"><span class="linenos">129</span></a> <span class="k">raise</span> <span class="n">ParseError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;No expression was parsed from &#39;</span><span class="si">{</span><span class="n">sql</span><span class="si">}</span><span class="s2">&#39;&quot;</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><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a><span class="k">def</span> <span class="nf">transpile</span><span class="p">(</span>
</span><span id="L-133"><a href="#L-133"><span class="linenos">133</span></a> <span class="n">sql</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a> <span class="n">read</span><span class="p">:</span> <span class="n">DialectType</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a> <span class="n">write</span><span class="p">:</span> <span class="n">DialectType</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="L-136"><a href="#L-136"><span class="linenos">136</span></a> <span class="n">identity</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a> <span class="n">error_level</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">ErrorLevel</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a> <span class="o">**</span><span class="n">opts</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 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-140"><a href="#L-140"><span class="linenos">140</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="L-141"><a href="#L-141"><span class="linenos">141</span></a><span class="sd"> Parses the given SQL string in accordance with the source dialect and returns a list of SQL strings transformed</span>
</span><span id="L-142"><a href="#L-142"><span class="linenos">142</span></a><span class="sd"> to conform to the target dialect. Each string in the returned list represents a single transformed SQL statement.</span>
</span><span id="L-143"><a href="#L-143"><span class="linenos">143</span></a>
</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a><span class="sd"> Args:</span>
</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a><span class="sd"> sql: the SQL code string to transpile.</span>
</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a><span class="sd"> read: the source dialect used to parse the input string (eg. &quot;spark&quot;, &quot;hive&quot;, &quot;presto&quot;, &quot;mysql&quot;).</span>
</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a><span class="sd"> write: the target dialect into which the input should be transformed (eg. &quot;spark&quot;, &quot;hive&quot;, &quot;presto&quot;, &quot;mysql&quot;).</span>
</span><span id="L-148"><a href="#L-148"><span class="linenos">148</span></a><span class="sd"> identity: if set to `True` and if the target dialect is not specified the source dialect will be used as both:</span>
</span><span id="L-149"><a href="#L-149"><span class="linenos">149</span></a><span class="sd"> the source and the target dialect.</span>
</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a><span class="sd"> error_level: the desired error level of the parser.</span>
</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a><span class="sd"> **opts: other `sqlglot.generator.Generator` options.</span>
</span><span id="L-152"><a href="#L-152"><span class="linenos">152</span></a>
</span><span id="L-153"><a href="#L-153"><span class="linenos">153</span></a><span class="sd"> Returns:</span>
</span><span id="L-154"><a href="#L-154"><span class="linenos">154</span></a><span class="sd"> The list of transpiled SQL statements.</span>
</span><span id="L-155"><a href="#L-155"><span class="linenos">155</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-156"><a href="#L-156"><span class="linenos">156</span></a> <span class="n">write</span> <span class="o">=</span> <span class="p">(</span><span class="n">read</span> <span class="k">if</span> <span class="n">write</span> <span class="ow">is</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">write</span><span class="p">)</span> <span class="k">if</span> <span class="n">identity</span> <span class="k">else</span> <span class="n">write</span>
</span><span id="L-157"><a href="#L-157"><span class="linenos">157</span></a> <span class="k">return</span> <span class="p">[</span>
</span><span id="L-158"><a href="#L-158"><span class="linenos">158</span></a> <span class="n">Dialect</span><span class="o">.</span><span class="n">get_or_raise</span><span class="p">(</span><span class="n">write</span><span class="p">)()</span><span class="o">.</span><span class="n">generate</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="o">**</span><span class="n">opts</span><span class="p">)</span>
</span><span id="L-159"><a href="#L-159"><span class="linenos">159</span></a> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">parse</span><span class="p">(</span><span class="n">sql</span><span class="p">,</span> <span class="n">read</span><span class="p">,</span> <span class="n">error_level</span><span class="o">=</span><span class="n">error_level</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></pre></div>
@ -921,41 +929,46 @@
<div class="attr function">
<span class="def">def</span>
<span class="name">parse_one</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="n">sql</span><span class="p">:</span> <span class="nb">str</span>,</span><span class="param"> <span class="n">read</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"><a href="sqlglot/dialects/dialect.html#Dialect">sqlglot.dialects.dialect.Dialect</a></span><span class="p">,</span> <span class="n">Type</span><span class="p">[</span><span class="n"><a href="sqlglot/dialects/dialect.html#Dialect">sqlglot.dialects.dialect.Dialect</a></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">into</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">Type</span><span class="p">[</span><span class="n"><a href="sqlglot/expressions.html#Expression">sqlglot.expressions.Expression</a></span><span class="p">],</span> <span class="n">Collection</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">Type</span><span class="p">[</span><span class="n"><a href="sqlglot/expressions.html#Expression">sqlglot.expressions.Expression</a></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="o">**</span><span class="n">opts</span></span><span class="return-annotation">) -> <span class="n"><a href="sqlglot/expressions.html#Expression">sqlglot.expressions.Expression</a></span>:</span></span>
<span class="name">parse_one</span><span class="signature pdoc-code multiline">(<span class="param"> <span class="n">sql</span><span class="p">:</span> <span class="nb">str</span>,</span><span class="param"> <span class="n">read</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"><a href="sqlglot/dialects/dialect.html#Dialect">sqlglot.dialects.dialect.Dialect</a></span><span class="p">,</span> <span class="n">Type</span><span class="p">[</span><span class="n"><a href="sqlglot/dialects/dialect.html#Dialect">sqlglot.dialects.dialect.Dialect</a></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">dialect</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"><a href="sqlglot/dialects/dialect.html#Dialect">sqlglot.dialects.dialect.Dialect</a></span><span class="p">,</span> <span class="n">Type</span><span class="p">[</span><span class="n"><a href="sqlglot/dialects/dialect.html#Dialect">sqlglot.dialects.dialect.Dialect</a></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">into</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">Type</span><span class="p">[</span><span class="n"><a href="sqlglot/expressions.html#Expression">sqlglot.expressions.Expression</a></span><span class="p">],</span> <span class="n">Collection</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">Type</span><span class="p">[</span><span class="n"><a href="sqlglot/expressions.html#Expression">sqlglot.expressions.Expression</a></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="o">**</span><span class="n">opts</span></span><span class="return-annotation">) -> <span class="n"><a href="sqlglot/expressions.html#Expression">sqlglot.expressions.Expression</a></span>:</span></span>
<label class="view-source-button" for="parse_one-view-source"><span>View Source</span></label>
</div>
<a class="headerlink" href="#parse_one"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="parse_one-97"><a href="#parse_one-97"><span class="linenos"> 97</span></a><span class="k">def</span> <span class="nf">parse_one</span><span class="p">(</span>
</span><span id="parse_one-98"><a href="#parse_one-98"><span class="linenos"> 98</span></a> <span class="n">sql</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">read</span><span class="p">:</span> <span class="n">DialectType</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> <span class="n">into</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">exp</span><span class="o">.</span><span class="n">IntoType</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> <span class="o">**</span><span class="n">opts</span>
</span><span id="parse_one-99"><a href="#parse_one-99"><span class="linenos"> 99</span></a><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Expression</span><span class="p">:</span>
</span><span id="parse_one-100"><a href="#parse_one-100"><span class="linenos">100</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="parse_one-101"><a href="#parse_one-101"><span class="linenos">101</span></a><span class="sd"> Parses the given SQL string and returns a syntax tree for the first parsed SQL statement.</span>
</span><span id="parse_one-102"><a href="#parse_one-102"><span class="linenos">102</span></a>
</span><span id="parse_one-103"><a href="#parse_one-103"><span class="linenos">103</span></a><span class="sd"> Args:</span>
</span><span id="parse_one-104"><a href="#parse_one-104"><span class="linenos">104</span></a><span class="sd"> sql: the SQL code string to parse.</span>
</span><span id="parse_one-105"><a href="#parse_one-105"><span class="linenos">105</span></a><span class="sd"> read: the SQL dialect to apply during parsing (eg. &quot;spark&quot;, &quot;hive&quot;, &quot;presto&quot;, &quot;mysql&quot;).</span>
</span><span id="parse_one-106"><a href="#parse_one-106"><span class="linenos">106</span></a><span class="sd"> into: the SQLGlot Expression to parse into.</span>
</span><span id="parse_one-107"><a href="#parse_one-107"><span class="linenos">107</span></a><span class="sd"> **opts: other `sqlglot.parser.Parser` options.</span>
</span><span id="parse_one-108"><a href="#parse_one-108"><span class="linenos">108</span></a>
</span><span id="parse_one-109"><a href="#parse_one-109"><span class="linenos">109</span></a><span class="sd"> Returns:</span>
</span><span id="parse_one-110"><a href="#parse_one-110"><span class="linenos">110</span></a><span class="sd"> The syntax tree for the first parsed statement.</span>
</span><span id="parse_one-111"><a href="#parse_one-111"><span class="linenos">111</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="parse_one-112"><a href="#parse_one-112"><span class="linenos">112</span></a>
</span><span id="parse_one-113"><a href="#parse_one-113"><span class="linenos">113</span></a> <span class="n">dialect</span> <span class="o">=</span> <span class="n">Dialect</span><span class="o">.</span><span class="n">get_or_raise</span><span class="p">(</span><span class="n">read</span><span class="p">)()</span>
</span><span id="parse_one-114"><a href="#parse_one-114"><span class="linenos">114</span></a>
</span><span id="parse_one-115"><a href="#parse_one-115"><span class="linenos">115</span></a> <span class="k">if</span> <span class="n">into</span><span class="p">:</span>
</span><span id="parse_one-116"><a href="#parse_one-116"><span class="linenos">116</span></a> <span class="n">result</span> <span class="o">=</span> <span class="n">dialect</span><span class="o">.</span><span class="n">parse_into</span><span class="p">(</span><span class="n">into</span><span class="p">,</span> <span class="n">sql</span><span class="p">,</span> <span class="o">**</span><span class="n">opts</span><span class="p">)</span>
</span><span id="parse_one-117"><a href="#parse_one-117"><span class="linenos">117</span></a> <span class="k">else</span><span class="p">:</span>
</span><span id="parse_one-118"><a href="#parse_one-118"><span class="linenos">118</span></a> <span class="n">result</span> <span class="o">=</span> <span class="n">dialect</span><span class="o">.</span><span class="n">parse</span><span class="p">(</span><span class="n">sql</span><span class="p">,</span> <span class="o">**</span><span class="n">opts</span><span class="p">)</span>
</span><span id="parse_one-98"><a href="#parse_one-98"><span class="linenos"> 98</span></a> <span class="n">sql</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
</span><span id="parse_one-99"><a href="#parse_one-99"><span class="linenos"> 99</span></a> <span class="n">read</span><span class="p">:</span> <span class="n">DialectType</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="parse_one-100"><a href="#parse_one-100"><span class="linenos">100</span></a> <span class="n">dialect</span><span class="p">:</span> <span class="n">DialectType</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="parse_one-101"><a href="#parse_one-101"><span class="linenos">101</span></a> <span class="n">into</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">exp</span><span class="o">.</span><span class="n">IntoType</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="parse_one-102"><a href="#parse_one-102"><span class="linenos">102</span></a> <span class="o">**</span><span class="n">opts</span><span class="p">,</span>
</span><span id="parse_one-103"><a href="#parse_one-103"><span class="linenos">103</span></a><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Expression</span><span class="p">:</span>
</span><span id="parse_one-104"><a href="#parse_one-104"><span class="linenos">104</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="parse_one-105"><a href="#parse_one-105"><span class="linenos">105</span></a><span class="sd"> Parses the given SQL string and returns a syntax tree for the first parsed SQL statement.</span>
</span><span id="parse_one-106"><a href="#parse_one-106"><span class="linenos">106</span></a>
</span><span id="parse_one-107"><a href="#parse_one-107"><span class="linenos">107</span></a><span class="sd"> Args:</span>
</span><span id="parse_one-108"><a href="#parse_one-108"><span class="linenos">108</span></a><span class="sd"> sql: the SQL code string to parse.</span>
</span><span id="parse_one-109"><a href="#parse_one-109"><span class="linenos">109</span></a><span class="sd"> read: the SQL dialect to apply during parsing (eg. &quot;spark&quot;, &quot;hive&quot;, &quot;presto&quot;, &quot;mysql&quot;).</span>
</span><span id="parse_one-110"><a href="#parse_one-110"><span class="linenos">110</span></a><span class="sd"> dialect: the SQL dialect (alias for read)</span>
</span><span id="parse_one-111"><a href="#parse_one-111"><span class="linenos">111</span></a><span class="sd"> into: the SQLGlot Expression to parse into.</span>
</span><span id="parse_one-112"><a href="#parse_one-112"><span class="linenos">112</span></a><span class="sd"> **opts: other `sqlglot.parser.Parser` options.</span>
</span><span id="parse_one-113"><a href="#parse_one-113"><span class="linenos">113</span></a>
</span><span id="parse_one-114"><a href="#parse_one-114"><span class="linenos">114</span></a><span class="sd"> Returns:</span>
</span><span id="parse_one-115"><a href="#parse_one-115"><span class="linenos">115</span></a><span class="sd"> The syntax tree for the first parsed statement.</span>
</span><span id="parse_one-116"><a href="#parse_one-116"><span class="linenos">116</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="parse_one-117"><a href="#parse_one-117"><span class="linenos">117</span></a>
</span><span id="parse_one-118"><a href="#parse_one-118"><span class="linenos">118</span></a> <span class="n">dialect</span> <span class="o">=</span> <span class="n">Dialect</span><span class="o">.</span><span class="n">get_or_raise</span><span class="p">(</span><span class="n">read</span> <span class="ow">or</span> <span class="n">dialect</span><span class="p">)()</span>
</span><span id="parse_one-119"><a href="#parse_one-119"><span class="linenos">119</span></a>
</span><span id="parse_one-120"><a href="#parse_one-120"><span class="linenos">120</span></a> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">result</span><span class="p">:</span>
</span><span id="parse_one-121"><a href="#parse_one-121"><span class="linenos">121</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">expression</span><span class="p">:</span>
</span><span id="parse_one-122"><a href="#parse_one-122"><span class="linenos">122</span></a> <span class="k">raise</span> <span class="n">ParseError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;No expression was parsed from &#39;</span><span class="si">{</span><span class="n">sql</span><span class="si">}</span><span class="s2">&#39;&quot;</span><span class="p">)</span>
</span><span id="parse_one-123"><a href="#parse_one-123"><span class="linenos">123</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="parse_one-124"><a href="#parse_one-124"><span class="linenos">124</span></a> <span class="k">else</span><span class="p">:</span>
</span><span id="parse_one-125"><a href="#parse_one-125"><span class="linenos">125</span></a> <span class="k">raise</span> <span class="n">ParseError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;No expression was parsed from &#39;</span><span class="si">{</span><span class="n">sql</span><span class="si">}</span><span class="s2">&#39;&quot;</span><span class="p">)</span>
</span><span id="parse_one-120"><a href="#parse_one-120"><span class="linenos">120</span></a> <span class="k">if</span> <span class="n">into</span><span class="p">:</span>
</span><span id="parse_one-121"><a href="#parse_one-121"><span class="linenos">121</span></a> <span class="n">result</span> <span class="o">=</span> <span class="n">dialect</span><span class="o">.</span><span class="n">parse_into</span><span class="p">(</span><span class="n">into</span><span class="p">,</span> <span class="n">sql</span><span class="p">,</span> <span class="o">**</span><span class="n">opts</span><span class="p">)</span>
</span><span id="parse_one-122"><a href="#parse_one-122"><span class="linenos">122</span></a> <span class="k">else</span><span class="p">:</span>
</span><span id="parse_one-123"><a href="#parse_one-123"><span class="linenos">123</span></a> <span class="n">result</span> <span class="o">=</span> <span class="n">dialect</span><span class="o">.</span><span class="n">parse</span><span class="p">(</span><span class="n">sql</span><span class="p">,</span> <span class="o">**</span><span class="n">opts</span><span class="p">)</span>
</span><span id="parse_one-124"><a href="#parse_one-124"><span class="linenos">124</span></a>
</span><span id="parse_one-125"><a href="#parse_one-125"><span class="linenos">125</span></a> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">result</span><span class="p">:</span>
</span><span id="parse_one-126"><a href="#parse_one-126"><span class="linenos">126</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">expression</span><span class="p">:</span>
</span><span id="parse_one-127"><a href="#parse_one-127"><span class="linenos">127</span></a> <span class="k">raise</span> <span class="n">ParseError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;No expression was parsed from &#39;</span><span class="si">{</span><span class="n">sql</span><span class="si">}</span><span class="s2">&#39;&quot;</span><span class="p">)</span>
</span><span id="parse_one-128"><a href="#parse_one-128"><span class="linenos">128</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="parse_one-129"><a href="#parse_one-129"><span class="linenos">129</span></a> <span class="k">else</span><span class="p">:</span>
</span><span id="parse_one-130"><a href="#parse_one-130"><span class="linenos">130</span></a> <span class="k">raise</span> <span class="n">ParseError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;No expression was parsed from &#39;</span><span class="si">{</span><span class="n">sql</span><span class="si">}</span><span class="s2">&#39;&quot;</span><span class="p">)</span>
</span></pre></div>
@ -966,6 +979,7 @@
<ul>
<li><strong>sql:</strong> the SQL code string to parse.</li>
<li><strong>read:</strong> the SQL dialect to apply during parsing (eg. "spark", "hive", "presto", "mysql").</li>
<li><strong>dialect:</strong> the SQL dialect (alias for read)</li>
<li><strong>into:</strong> the SQLGlot Expression to parse into.</li>
<li><strong>**opts:</strong> other <code><a href="sqlglot/parser.html#Parser">sqlglot.parser.Parser</a></code> options.</li>
</ul>
@ -990,35 +1004,35 @@
</div>
<a class="headerlink" href="#transpile"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="transpile-128"><a href="#transpile-128"><span class="linenos">128</span></a><span class="k">def</span> <span class="nf">transpile</span><span class="p">(</span>
</span><span id="transpile-129"><a href="#transpile-129"><span class="linenos">129</span></a> <span class="n">sql</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
</span><span id="transpile-130"><a href="#transpile-130"><span class="linenos">130</span></a> <span class="n">read</span><span class="p">:</span> <span class="n">DialectType</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="transpile-131"><a href="#transpile-131"><span class="linenos">131</span></a> <span class="n">write</span><span class="p">:</span> <span class="n">DialectType</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="transpile-132"><a href="#transpile-132"><span class="linenos">132</span></a> <span class="n">identity</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
</span><span id="transpile-133"><a href="#transpile-133"><span class="linenos">133</span></a> <span class="n">error_level</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">ErrorLevel</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="transpile-134"><a href="#transpile-134"><span class="linenos">134</span></a> <span class="o">**</span><span class="n">opts</span><span class="p">,</span>
</span><span id="transpile-135"><a href="#transpile-135"><span class="linenos">135</span></a><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="transpile-136"><a href="#transpile-136"><span class="linenos">136</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="transpile-137"><a href="#transpile-137"><span class="linenos">137</span></a><span class="sd"> Parses the given SQL string in accordance with the source dialect and returns a list of SQL strings transformed</span>
</span><span id="transpile-138"><a href="#transpile-138"><span class="linenos">138</span></a><span class="sd"> to conform to the target dialect. Each string in the returned list represents a single transformed SQL statement.</span>
</span><span id="transpile-139"><a href="#transpile-139"><span class="linenos">139</span></a>
</span><span id="transpile-140"><a href="#transpile-140"><span class="linenos">140</span></a><span class="sd"> Args:</span>
</span><span id="transpile-141"><a href="#transpile-141"><span class="linenos">141</span></a><span class="sd"> sql: the SQL code string to transpile.</span>
</span><span id="transpile-142"><a href="#transpile-142"><span class="linenos">142</span></a><span class="sd"> read: the source dialect used to parse the input string (eg. &quot;spark&quot;, &quot;hive&quot;, &quot;presto&quot;, &quot;mysql&quot;).</span>
</span><span id="transpile-143"><a href="#transpile-143"><span class="linenos">143</span></a><span class="sd"> write: the target dialect into which the input should be transformed (eg. &quot;spark&quot;, &quot;hive&quot;, &quot;presto&quot;, &quot;mysql&quot;).</span>
</span><span id="transpile-144"><a href="#transpile-144"><span class="linenos">144</span></a><span class="sd"> identity: if set to `True` and if the target dialect is not specified the source dialect will be used as both:</span>
</span><span id="transpile-145"><a href="#transpile-145"><span class="linenos">145</span></a><span class="sd"> the source and the target dialect.</span>
</span><span id="transpile-146"><a href="#transpile-146"><span class="linenos">146</span></a><span class="sd"> error_level: the desired error level of the parser.</span>
</span><span id="transpile-147"><a href="#transpile-147"><span class="linenos">147</span></a><span class="sd"> **opts: other `sqlglot.generator.Generator` options.</span>
</span><span id="transpile-148"><a href="#transpile-148"><span class="linenos">148</span></a>
</span><span id="transpile-149"><a href="#transpile-149"><span class="linenos">149</span></a><span class="sd"> Returns:</span>
</span><span id="transpile-150"><a href="#transpile-150"><span class="linenos">150</span></a><span class="sd"> The list of transpiled SQL statements.</span>
</span><span id="transpile-151"><a href="#transpile-151"><span class="linenos">151</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="transpile-152"><a href="#transpile-152"><span class="linenos">152</span></a> <span class="n">write</span> <span class="o">=</span> <span class="p">(</span><span class="n">read</span> <span class="k">if</span> <span class="n">write</span> <span class="ow">is</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">write</span><span class="p">)</span> <span class="k">if</span> <span class="n">identity</span> <span class="k">else</span> <span class="n">write</span>
</span><span id="transpile-153"><a href="#transpile-153"><span class="linenos">153</span></a> <span class="k">return</span> <span class="p">[</span>
</span><span id="transpile-154"><a href="#transpile-154"><span class="linenos">154</span></a> <span class="n">Dialect</span><span class="o">.</span><span class="n">get_or_raise</span><span class="p">(</span><span class="n">write</span><span class="p">)()</span><span class="o">.</span><span class="n">generate</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="o">**</span><span class="n">opts</span><span class="p">)</span>
</span><span id="transpile-155"><a href="#transpile-155"><span class="linenos">155</span></a> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">parse</span><span class="p">(</span><span class="n">sql</span><span class="p">,</span> <span class="n">read</span><span class="p">,</span> <span class="n">error_level</span><span class="o">=</span><span class="n">error_level</span><span class="p">)</span>
</span><span id="transpile-156"><a href="#transpile-156"><span class="linenos">156</span></a> <span class="p">]</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="transpile-133"><a href="#transpile-133"><span class="linenos">133</span></a><span class="k">def</span> <span class="nf">transpile</span><span class="p">(</span>
</span><span id="transpile-134"><a href="#transpile-134"><span class="linenos">134</span></a> <span class="n">sql</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
</span><span id="transpile-135"><a href="#transpile-135"><span class="linenos">135</span></a> <span class="n">read</span><span class="p">:</span> <span class="n">DialectType</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="transpile-136"><a href="#transpile-136"><span class="linenos">136</span></a> <span class="n">write</span><span class="p">:</span> <span class="n">DialectType</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="transpile-137"><a href="#transpile-137"><span class="linenos">137</span></a> <span class="n">identity</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
</span><span id="transpile-138"><a href="#transpile-138"><span class="linenos">138</span></a> <span class="n">error_level</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">ErrorLevel</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
</span><span id="transpile-139"><a href="#transpile-139"><span class="linenos">139</span></a> <span class="o">**</span><span class="n">opts</span><span class="p">,</span>
</span><span id="transpile-140"><a href="#transpile-140"><span class="linenos">140</span></a><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="transpile-141"><a href="#transpile-141"><span class="linenos">141</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="transpile-142"><a href="#transpile-142"><span class="linenos">142</span></a><span class="sd"> Parses the given SQL string in accordance with the source dialect and returns a list of SQL strings transformed</span>
</span><span id="transpile-143"><a href="#transpile-143"><span class="linenos">143</span></a><span class="sd"> to conform to the target dialect. Each string in the returned list represents a single transformed SQL statement.</span>
</span><span id="transpile-144"><a href="#transpile-144"><span class="linenos">144</span></a>
</span><span id="transpile-145"><a href="#transpile-145"><span class="linenos">145</span></a><span class="sd"> Args:</span>
</span><span id="transpile-146"><a href="#transpile-146"><span class="linenos">146</span></a><span class="sd"> sql: the SQL code string to transpile.</span>
</span><span id="transpile-147"><a href="#transpile-147"><span class="linenos">147</span></a><span class="sd"> read: the source dialect used to parse the input string (eg. &quot;spark&quot;, &quot;hive&quot;, &quot;presto&quot;, &quot;mysql&quot;).</span>
</span><span id="transpile-148"><a href="#transpile-148"><span class="linenos">148</span></a><span class="sd"> write: the target dialect into which the input should be transformed (eg. &quot;spark&quot;, &quot;hive&quot;, &quot;presto&quot;, &quot;mysql&quot;).</span>
</span><span id="transpile-149"><a href="#transpile-149"><span class="linenos">149</span></a><span class="sd"> identity: if set to `True` and if the target dialect is not specified the source dialect will be used as both:</span>
</span><span id="transpile-150"><a href="#transpile-150"><span class="linenos">150</span></a><span class="sd"> the source and the target dialect.</span>
</span><span id="transpile-151"><a href="#transpile-151"><span class="linenos">151</span></a><span class="sd"> error_level: the desired error level of the parser.</span>
</span><span id="transpile-152"><a href="#transpile-152"><span class="linenos">152</span></a><span class="sd"> **opts: other `sqlglot.generator.Generator` options.</span>
</span><span id="transpile-153"><a href="#transpile-153"><span class="linenos">153</span></a>
</span><span id="transpile-154"><a href="#transpile-154"><span class="linenos">154</span></a><span class="sd"> Returns:</span>
</span><span id="transpile-155"><a href="#transpile-155"><span class="linenos">155</span></a><span class="sd"> The list of transpiled SQL statements.</span>
</span><span id="transpile-156"><a href="#transpile-156"><span class="linenos">156</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="transpile-157"><a href="#transpile-157"><span class="linenos">157</span></a> <span class="n">write</span> <span class="o">=</span> <span class="p">(</span><span class="n">read</span> <span class="k">if</span> <span class="n">write</span> <span class="ow">is</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">write</span><span class="p">)</span> <span class="k">if</span> <span class="n">identity</span> <span class="k">else</span> <span class="n">write</span>
</span><span id="transpile-158"><a href="#transpile-158"><span class="linenos">158</span></a> <span class="k">return</span> <span class="p">[</span>
</span><span id="transpile-159"><a href="#transpile-159"><span class="linenos">159</span></a> <span class="n">Dialect</span><span class="o">.</span><span class="n">get_or_raise</span><span class="p">(</span><span class="n">write</span><span class="p">)()</span><span class="o">.</span><span class="n">generate</span><span class="p">(</span><span class="n">expression</span><span class="p">,</span> <span class="o">**</span><span class="n">opts</span><span class="p">)</span>
</span><span id="transpile-160"><a href="#transpile-160"><span class="linenos">160</span></a> <span class="k">for</span> <span class="n">expression</span> <span class="ow">in</span> <span class="n">parse</span><span class="p">(</span><span class="n">sql</span><span class="p">,</span> <span class="n">read</span><span class="p">,</span> <span class="n">error_level</span><span class="o">=</span><span class="n">error_level</span><span class="p">)</span>
</span><span id="transpile-161"><a href="#transpile-161"><span class="linenos">161</span></a> <span class="p">]</span>
</span></pre></div>

View file

@ -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;16.7.6&#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">16</span><span class="p">,</span> <span class="mi">7</span><span class="p">,</span> <span class="mi">6</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;17.1.0&#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">17</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>

View file

@ -777,7 +777,7 @@
<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;139782020016848&#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;139782020016848&#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;139782021739664&#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;140082675204736&#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;140082675204736&#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;140082674859984&#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>
@ -1681,7 +1681,7 @@
<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;139782024836480&#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;139782024956416&#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;140082679872432&#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;140082680049728&#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>
@ -2611,7 +2611,7 @@ 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;139782020552720&#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;140082675519776&#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>
@ -2680,7 +2680,7 @@ 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;139782019475552&#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;139782019475552&#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;140082673819296&#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;140082673819296&#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>
@ -2885,7 +2885,7 @@ 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;139782019007296&#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;139782019051584&#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;140082674028640&#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;140082674107200&#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>
@ -3590,7 +3590,7 @@ 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;139782022957088&#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;140082675992320&#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>
@ -3633,7 +3633,7 @@ 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;139782019125488&#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;140082674172592&#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>
@ -3654,7 +3654,7 @@ 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;139782019597792&#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;140082674653344&#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>
@ -3675,7 +3675,7 @@ 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;139782019320464&#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;139782019278800&#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;140082674342144&#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;140082674481808&#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>
@ -3702,7 +3702,7 @@ 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;139782019311616&#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;140082674285632&#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>
@ -3739,7 +3739,7 @@ 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;139782019516064&#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;140082674587952&#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>
@ -3760,7 +3760,7 @@ 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;139782019526144&#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;140082674599728&#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>
@ -4314,7 +4314,7 @@ 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;139782019793200&#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;139782019793200&#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;140082674779280&#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;140082674779280&#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>
@ -4335,7 +4335,7 @@ 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;139782019896208&#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;139782017869920&#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;140082672805456&#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;140082672859936&#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>
@ -4370,7 +4370,7 @@ 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;139782017911248&#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;140082672917648&#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>
@ -4615,7 +4615,7 @@ 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;139782018771280&#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;139782018771280&#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;140082673666752&#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;140082673666752&#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>
@ -4636,7 +4636,7 @@ 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;139782018420784&#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;139782018420784&#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;140082673062752&#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;140082673062752&#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>
@ -4872,7 +4872,7 @@ 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;139782018017808&#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;139782018017808&#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;140082673242832&#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;140082673242832&#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>
@ -4899,7 +4899,7 @@ 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;139782018250688&#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;139782018250688&#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;140082673125984&#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;140082673125984&#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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@ -87,12 +87,6 @@
<li>
<a class="variable" href="#Trino.Generator.BYTE_END">BYTE_END</a>
</li>
<li>
<a class="variable" href="#Trino.Generator.RAW_START">RAW_START</a>
</li>
<li>
<a class="variable" href="#Trino.Generator.RAW_END">RAW_END</a>
</li>
</ul>
</li>
@ -156,12 +150,6 @@
<li>
<a class="variable" href="#Trino.BYTE_END">BYTE_END</a>
</li>
<li>
<a class="variable" href="#Trino.RAW_START">RAW_START</a>
</li>
<li>
<a class="variable" href="#Trino.RAW_END">RAW_END</a>
</li>
</ul>
</li>
@ -439,30 +427,6 @@
</div>
<div id="Trino.RAW_START" class="classattr">
<div class="attr variable">
<span class="name">RAW_START</span> =
<span class="default_value">None</span>
</div>
<a class="headerlink" href="#Trino.RAW_START"></a>
</div>
<div id="Trino.RAW_END" class="classattr">
<div class="attr variable">
<span class="name">RAW_END</span> =
<span class="default_value">None</span>
</div>
<a class="headerlink" href="#Trino.RAW_END"></a>
</div>
<div class="inherited">
<h5>Inherited Members</h5>
@ -625,26 +589,26 @@ Default: True</li>
</div>
<a class="headerlink" href="#Trino.Generator.can_identify"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="Trino.Generator.can_identify-247"><a href="#Trino.Generator.can_identify-247"><span class="linenos">247</span></a> <span class="nd">@classmethod</span>
</span><span id="Trino.Generator.can_identify-248"><a href="#Trino.Generator.can_identify-248"><span class="linenos">248</span></a> <span class="k">def</span> <span class="nf">can_identify</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">text</span><span class="p">:</span> <span class="nb">str</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="nb">bool</span> <span class="o">=</span> <span class="s2">&quot;safe&quot;</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
</span><span id="Trino.Generator.can_identify-249"><a href="#Trino.Generator.can_identify-249"><span class="linenos">249</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Checks if text can be identified given an identify option.</span>
</span><span id="Trino.Generator.can_identify-250"><a href="#Trino.Generator.can_identify-250"><span class="linenos">250</span></a>
</span><span id="Trino.Generator.can_identify-251"><a href="#Trino.Generator.can_identify-251"><span class="linenos">251</span></a><span class="sd"> Args:</span>
</span><span id="Trino.Generator.can_identify-252"><a href="#Trino.Generator.can_identify-252"><span class="linenos">252</span></a><span class="sd"> text: The text to check.</span>
</span><span id="Trino.Generator.can_identify-253"><a href="#Trino.Generator.can_identify-253"><span class="linenos">253</span></a><span class="sd"> identify:</span>
</span><span id="Trino.Generator.can_identify-254"><a href="#Trino.Generator.can_identify-254"><span class="linenos">254</span></a><span class="sd"> &quot;always&quot; or `True`: Always returns true.</span>
</span><span id="Trino.Generator.can_identify-255"><a href="#Trino.Generator.can_identify-255"><span class="linenos">255</span></a><span class="sd"> &quot;safe&quot;: True if the identifier is case-insensitive.</span>
</span><span id="Trino.Generator.can_identify-256"><a href="#Trino.Generator.can_identify-256"><span class="linenos">256</span></a>
</span><span id="Trino.Generator.can_identify-257"><a href="#Trino.Generator.can_identify-257"><span class="linenos">257</span></a><span class="sd"> Returns:</span>
</span><span id="Trino.Generator.can_identify-258"><a href="#Trino.Generator.can_identify-258"><span class="linenos">258</span></a><span class="sd"> Whether or not the given text can be identified.</span>
</span><span id="Trino.Generator.can_identify-259"><a href="#Trino.Generator.can_identify-259"><span class="linenos">259</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="Trino.Generator.can_identify-260"><a href="#Trino.Generator.can_identify-260"><span class="linenos">260</span></a> <span class="k">if</span> <span class="n">identify</span> <span class="ow">is</span> <span class="kc">True</span> <span class="ow">or</span> <span class="n">identify</span> <span class="o">==</span> <span class="s2">&quot;always&quot;</span><span class="p">:</span>
</span><span id="Trino.Generator.can_identify-261"><a href="#Trino.Generator.can_identify-261"><span class="linenos">261</span></a> <span class="k">return</span> <span class="kc">True</span>
</span><span id="Trino.Generator.can_identify-262"><a href="#Trino.Generator.can_identify-262"><span class="linenos">262</span></a>
</span><span id="Trino.Generator.can_identify-263"><a href="#Trino.Generator.can_identify-263"><span class="linenos">263</span></a> <span class="k">if</span> <span class="n">identify</span> <span class="o">==</span> <span class="s2">&quot;safe&quot;</span><span class="p">:</span>
</span><span id="Trino.Generator.can_identify-264"><a href="#Trino.Generator.can_identify-264"><span class="linenos">264</span></a> <span class="k">return</span> <span class="ow">not</span> <span class="bp">cls</span><span class="o">.</span><span class="n">case_sensitive</span><span class="p">(</span><span class="n">text</span><span class="p">)</span>
</span><span id="Trino.Generator.can_identify-265"><a href="#Trino.Generator.can_identify-265"><span class="linenos">265</span></a>
</span><span id="Trino.Generator.can_identify-266"><a href="#Trino.Generator.can_identify-266"><span class="linenos">266</span></a> <span class="k">return</span> <span class="kc">False</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="Trino.Generator.can_identify-246"><a href="#Trino.Generator.can_identify-246"><span class="linenos">246</span></a> <span class="nd">@classmethod</span>
</span><span id="Trino.Generator.can_identify-247"><a href="#Trino.Generator.can_identify-247"><span class="linenos">247</span></a> <span class="k">def</span> <span class="nf">can_identify</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">text</span><span class="p">:</span> <span class="nb">str</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="nb">bool</span> <span class="o">=</span> <span class="s2">&quot;safe&quot;</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
</span><span id="Trino.Generator.can_identify-248"><a href="#Trino.Generator.can_identify-248"><span class="linenos">248</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Checks if text can be identified given an identify option.</span>
</span><span id="Trino.Generator.can_identify-249"><a href="#Trino.Generator.can_identify-249"><span class="linenos">249</span></a>
</span><span id="Trino.Generator.can_identify-250"><a href="#Trino.Generator.can_identify-250"><span class="linenos">250</span></a><span class="sd"> Args:</span>
</span><span id="Trino.Generator.can_identify-251"><a href="#Trino.Generator.can_identify-251"><span class="linenos">251</span></a><span class="sd"> text: The text to check.</span>
</span><span id="Trino.Generator.can_identify-252"><a href="#Trino.Generator.can_identify-252"><span class="linenos">252</span></a><span class="sd"> identify:</span>
</span><span id="Trino.Generator.can_identify-253"><a href="#Trino.Generator.can_identify-253"><span class="linenos">253</span></a><span class="sd"> &quot;always&quot; or `True`: Always returns true.</span>
</span><span id="Trino.Generator.can_identify-254"><a href="#Trino.Generator.can_identify-254"><span class="linenos">254</span></a><span class="sd"> &quot;safe&quot;: True if the identifier is case-insensitive.</span>
</span><span id="Trino.Generator.can_identify-255"><a href="#Trino.Generator.can_identify-255"><span class="linenos">255</span></a>
</span><span id="Trino.Generator.can_identify-256"><a href="#Trino.Generator.can_identify-256"><span class="linenos">256</span></a><span class="sd"> Returns:</span>
</span><span id="Trino.Generator.can_identify-257"><a href="#Trino.Generator.can_identify-257"><span class="linenos">257</span></a><span class="sd"> Whether or not the given text can be identified.</span>
</span><span id="Trino.Generator.can_identify-258"><a href="#Trino.Generator.can_identify-258"><span class="linenos">258</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="Trino.Generator.can_identify-259"><a href="#Trino.Generator.can_identify-259"><span class="linenos">259</span></a> <span class="k">if</span> <span class="n">identify</span> <span class="ow">is</span> <span class="kc">True</span> <span class="ow">or</span> <span class="n">identify</span> <span class="o">==</span> <span class="s2">&quot;always&quot;</span><span class="p">:</span>
</span><span id="Trino.Generator.can_identify-260"><a href="#Trino.Generator.can_identify-260"><span class="linenos">260</span></a> <span class="k">return</span> <span class="kc">True</span>
</span><span id="Trino.Generator.can_identify-261"><a href="#Trino.Generator.can_identify-261"><span class="linenos">261</span></a>
</span><span id="Trino.Generator.can_identify-262"><a href="#Trino.Generator.can_identify-262"><span class="linenos">262</span></a> <span class="k">if</span> <span class="n">identify</span> <span class="o">==</span> <span class="s2">&quot;safe&quot;</span><span class="p">:</span>
</span><span id="Trino.Generator.can_identify-263"><a href="#Trino.Generator.can_identify-263"><span class="linenos">263</span></a> <span class="k">return</span> <span class="ow">not</span> <span class="bp">cls</span><span class="o">.</span><span class="n">case_sensitive</span><span class="p">(</span><span class="n">text</span><span class="p">)</span>
</span><span id="Trino.Generator.can_identify-264"><a href="#Trino.Generator.can_identify-264"><span class="linenos">264</span></a>
</span><span id="Trino.Generator.can_identify-265"><a href="#Trino.Generator.can_identify-265"><span class="linenos">265</span></a> <span class="k">return</span> <span class="kc">False</span>
</span></pre></div>
@ -810,30 +774,6 @@ Default: True</li>
</div>
<div id="Trino.Generator.RAW_START" class="classattr">
<div class="attr variable">
<span class="name">RAW_START</span><span class="annotation">: Optional[str]</span> =
<span class="default_value">None</span>
</div>
<a class="headerlink" href="#Trino.Generator.RAW_START"></a>
</div>
<div id="Trino.Generator.RAW_END" class="classattr">
<div class="attr variable">
<span class="name">RAW_END</span><span class="annotation">: Optional[str]</span> =
<span class="default_value">None</span>
</div>
<a class="headerlink" href="#Trino.Generator.RAW_END"></a>
</div>
<div class="inherited">
<h5>Inherited Members</h5>
@ -853,6 +793,9 @@ Default: True</li>
<dd id="Trino.Generator.RENAME_TABLE_WITH_DB" class="variable"><a href="../generator.html#Generator.RENAME_TABLE_WITH_DB">RENAME_TABLE_WITH_DB</a></dd>
<dd id="Trino.Generator.GROUPINGS_SEP" class="variable"><a href="../generator.html#Generator.GROUPINGS_SEP">GROUPINGS_SEP</a></dd>
<dd id="Trino.Generator.INDEX_ON" class="variable"><a href="../generator.html#Generator.INDEX_ON">INDEX_ON</a></dd>
<dd id="Trino.Generator.QUERY_HINT_SEP" class="variable"><a href="../generator.html#Generator.QUERY_HINT_SEP">QUERY_HINT_SEP</a></dd>
<dd id="Trino.Generator.DUPLICATE_KEY_UPDATE_WITH_SET" class="variable"><a href="../generator.html#Generator.DUPLICATE_KEY_UPDATE_WITH_SET">DUPLICATE_KEY_UPDATE_WITH_SET</a></dd>
<dd id="Trino.Generator.LIMIT_IS_TOP" class="variable"><a href="../generator.html#Generator.LIMIT_IS_TOP">LIMIT_IS_TOP</a></dd>
<dd id="Trino.Generator.STAR_MAPPING" class="variable"><a href="../generator.html#Generator.STAR_MAPPING">STAR_MAPPING</a></dd>
<dd id="Trino.Generator.TIME_PART_SINGULARS" class="variable"><a href="../generator.html#Generator.TIME_PART_SINGULARS">TIME_PART_SINGULARS</a></dd>
<dd id="Trino.Generator.TOKEN_MAPPING" class="variable"><a href="../generator.html#Generator.TOKEN_MAPPING">TOKEN_MAPPING</a></dd>
@ -865,6 +808,7 @@ Default: True</li>
<dd id="Trino.Generator.ALIAS_POST_TABLESAMPLE" class="variable"><a href="../generator.html#Generator.ALIAS_POST_TABLESAMPLE">ALIAS_POST_TABLESAMPLE</a></dd>
<dd id="Trino.Generator.IDENTIFIERS_CAN_START_WITH_DIGIT" class="variable"><a href="../generator.html#Generator.IDENTIFIERS_CAN_START_WITH_DIGIT">IDENTIFIERS_CAN_START_WITH_DIGIT</a></dd>
<dd id="Trino.Generator.NORMALIZE_FUNCTIONS" class="variable"><a href="../generator.html#Generator.NORMALIZE_FUNCTIONS">NORMALIZE_FUNCTIONS</a></dd>
<dd id="Trino.Generator.ESCAPE_LINE_BREAK" class="variable"><a href="../generator.html#Generator.ESCAPE_LINE_BREAK">ESCAPE_LINE_BREAK</a></dd>
<dd id="Trino.Generator.pretty" class="variable"><a href="../generator.html#Generator.pretty">pretty</a></dd>
<dd id="Trino.Generator.identify" class="variable"><a href="../generator.html#Generator.identify">identify</a></dd>
<dd id="Trino.Generator.normalize" class="variable"><a href="../generator.html#Generator.normalize">normalize</a></dd>
@ -1123,6 +1067,7 @@ Default: True</li>
<dd id="Trino.Generator.INTERVAL_ALLOWS_PLURAL_FORM" class="variable"><a href="presto.html#Presto.Generator.INTERVAL_ALLOWS_PLURAL_FORM">INTERVAL_ALLOWS_PLURAL_FORM</a></dd>
<dd id="Trino.Generator.JOIN_HINTS" class="variable"><a href="presto.html#Presto.Generator.JOIN_HINTS">JOIN_HINTS</a></dd>
<dd id="Trino.Generator.TABLE_HINTS" class="variable"><a href="presto.html#Presto.Generator.TABLE_HINTS">TABLE_HINTS</a></dd>
<dd id="Trino.Generator.QUERY_HINTS" class="variable"><a href="presto.html#Presto.Generator.QUERY_HINTS">QUERY_HINTS</a></dd>
<dd id="Trino.Generator.IS_BOOL_ALLOWED" class="variable"><a href="presto.html#Presto.Generator.IS_BOOL_ALLOWED">IS_BOOL_ALLOWED</a></dd>
<dd id="Trino.Generator.STRUCT_DELIMITER" class="variable"><a href="presto.html#Presto.Generator.STRUCT_DELIMITER">STRUCT_DELIMITER</a></dd>
<dd id="Trino.Generator.PROPERTIES_LOCATION" class="variable"><a href="presto.html#Presto.Generator.PROPERTIES_LOCATION">PROPERTIES_LOCATION</a></dd>

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@ -107,105 +107,107 @@
<label class="view-source-button" for="mod-context-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">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">typing</span> <span class="k">as</span> <span class="nn">t</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.executor.env</span> <span class="kn">import</span> <span class="n">ENV</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="k">if</span> <span class="n">t</span><span class="o">.</span><span class="n">TYPE_CHECKING</span><span class="p">:</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.executor.table</span> <span class="kn">import</span> <span class="n">Table</span><span class="p">,</span> <span class="n">TableIter</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">class</span> <span class="nc">Context</span><span class="p">:</span>
</span><span id="L-12"><a href="#L-12"><span class="linenos">12</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="L-13"><a href="#L-13"><span class="linenos">13</span></a><span class="sd"> Execution context for sql expressions.</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"> Context is used to hold relevant data tables which can then be queried on with eval.</span>
</span><span id="L-16"><a href="#L-16"><span class="linenos">16</span></a>
</span><span id="L-17"><a href="#L-17"><span class="linenos">17</span></a><span class="sd"> References to columns can either be scalar or vectors. When set_row is used, column references</span>
</span><span id="L-18"><a href="#L-18"><span class="linenos">18</span></a><span class="sd"> evaluate to scalars while set_range evaluates to vectors. This allows convenient and efficient</span>
</span><span id="L-19"><a href="#L-19"><span class="linenos">19</span></a><span class="sd"> evaluation of aggregation functions.</span>
</span><span id="L-20"><a href="#L-20"><span class="linenos">20</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-21"><a href="#L-21"><span class="linenos">21</span></a>
</span><span id="L-22"><a href="#L-22"><span class="linenos">22</span></a> <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">tables</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Table</span><span class="p">],</span> <span class="n">env</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">t</span><span class="o">.</span><span class="n">Dict</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-23"><a href="#L-23"><span class="linenos">23</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="L-24"><a href="#L-24"><span class="linenos">24</span></a><span class="sd"> Args</span>
</span><span id="L-25"><a href="#L-25"><span class="linenos">25</span></a><span class="sd"> tables: representing the scope of the current execution context.</span>
</span><span id="L-26"><a href="#L-26"><span class="linenos">26</span></a><span class="sd"> env: dictionary of functions within the execution context.</span>
</span><span id="L-27"><a href="#L-27"><span class="linenos">27</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-28"><a href="#L-28"><span class="linenos">28</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span> <span class="o">=</span> <span class="n">tables</span>
</span><span id="L-29"><a href="#L-29"><span class="linenos">29</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_table</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">Table</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
</span><span id="L-30"><a href="#L-30"><span class="linenos">30</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">range_readers</span> <span class="o">=</span> <span class="p">{</span><span class="n">name</span><span class="p">:</span> <span class="n">table</span><span class="o">.</span><span class="n">range_reader</span> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">items</span><span class="p">()}</span>
</span><span id="L-31"><a href="#L-31"><span class="linenos">31</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span> <span class="o">=</span> <span class="p">{</span><span class="n">name</span><span class="p">:</span> <span class="n">table</span><span class="o">.</span><span class="n">reader</span> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">table</span> <span class="ow">in</span> <span class="n">tables</span><span class="o">.</span><span class="n">items</span><span class="p">()}</span>
</span><span id="L-32"><a href="#L-32"><span class="linenos">32</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span> <span class="o">=</span> <span class="p">{</span><span class="o">**</span><span class="n">ENV</span><span class="p">,</span> <span class="o">**</span><span class="p">(</span><span class="n">env</span> <span class="ow">or</span> <span class="p">{}),</span> <span class="s2">&quot;scope&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span><span class="p">}</span>
</span><span id="L-33"><a href="#L-33"><span class="linenos">33</span></a>
</span><span id="L-34"><a href="#L-34"><span class="linenos">34</span></a> <span class="k">def</span> <span class="nf">eval</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">code</span><span class="p">):</span>
</span><span id="L-35"><a href="#L-35"><span class="linenos">35</span></a> <span class="k">return</span> <span class="nb">eval</span><span class="p">(</span><span class="n">code</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">)</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="k">def</span> <span class="nf">eval_tuple</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">codes</span><span class="p">):</span>
</span><span id="L-38"><a href="#L-38"><span class="linenos">38</span></a> <span class="k">return</span> <span class="nb">tuple</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">eval</span><span class="p">(</span><span class="n">code</span><span class="p">)</span> <span class="k">for</span> <span class="n">code</span> <span class="ow">in</span> <span class="n">codes</span><span class="p">)</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="nd">@property</span>
</span><span id="L-41"><a href="#L-41"><span class="linenos">41</span></a> <span class="k">def</span> <span class="nf">table</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Table</span><span class="p">:</span>
</span><span id="L-42"><a href="#L-42"><span class="linenos">42</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_table</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-43"><a href="#L-43"><span class="linenos">43</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_table</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">())[</span><span class="mi">0</span><span class="p">]</span>
</span><span id="L-44"><a href="#L-44"><span class="linenos">44</span></a> <span class="k">for</span> <span class="n">other</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</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="bp">self</span><span class="o">.</span><span class="n">_table</span><span class="o">.</span><span class="n">columns</span> <span class="o">!=</span> <span class="n">other</span><span class="o">.</span><span class="n">columns</span><span class="p">:</span>
</span><span id="L-46"><a href="#L-46"><span class="linenos">46</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Columns are different.&quot;</span><span class="p">)</span>
</span><span id="L-47"><a href="#L-47"><span class="linenos">47</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_table</span><span class="o">.</span><span class="n">rows</span><span class="p">)</span> <span class="o">!=</span> <span class="nb">len</span><span class="p">(</span><span class="n">other</span><span class="o">.</span><span class="n">rows</span><span class="p">):</span>
</span><span id="L-48"><a href="#L-48"><span class="linenos">48</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Rows are different.&quot;</span><span class="p">)</span>
</span><span id="L-49"><a href="#L-49"><span class="linenos">49</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_table</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="k">def</span> <span class="nf">add_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">columns</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-52"><a href="#L-52"><span class="linenos">52</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="L-53"><a href="#L-53"><span class="linenos">53</span></a> <span class="n">table</span><span class="o">.</span><span class="n">add_columns</span><span class="p">(</span><span class="o">*</span><span class="n">columns</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="nd">@property</span>
</span><span id="L-56"><a href="#L-56"><span class="linenos">56</span></a> <span class="k">def</span> <span class="nf">columns</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">Tuple</span><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="bp">self</span><span class="o">.</span><span class="n">table</span><span class="o">.</span><span class="n">columns</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="k">def</span> <span class="fm">__iter__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span><span id="L-60"><a href="#L-60"><span class="linenos">60</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
</span><span id="L-61"><a href="#L-61"><span class="linenos">61</span></a> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">table</span><span class="o">.</span><span class="n">rows</span><span class="p">)):</span>
</span><span id="L-62"><a href="#L-62"><span class="linenos">62</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="L-63"><a href="#L-63"><span class="linenos">63</span></a> <span class="n">reader</span> <span class="o">=</span> <span class="n">table</span><span class="p">[</span><span class="n">i</span><span class="p">]</span>
</span><span id="L-64"><a href="#L-64"><span class="linenos">64</span></a> <span class="k">yield</span> <span class="n">reader</span><span class="p">,</span> <span class="bp">self</span>
</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">def</span> <span class="nf">table_iter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">table</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">TableIter</span><span class="p">:</span>
</span><span id="L-67"><a href="#L-67"><span class="linenos">67</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
</span><span id="L-68"><a href="#L-68"><span class="linenos">68</span></a> <span class="k">return</span> <span class="nb">iter</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">[</span><span class="n">table</span><span class="p">])</span>
</span><span id="L-69"><a href="#L-69"><span class="linenos">69</span></a>
</span><span id="L-70"><a href="#L-70"><span class="linenos">70</span></a> <span class="k">def</span> <span class="nf">filter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">condition</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-71"><a href="#L-71"><span class="linenos">71</span></a> <span class="n">rows</span> <span class="o">=</span> <span class="p">[</span><span class="n">reader</span><span class="o">.</span><span class="n">row</span> <span class="k">for</span> <span class="n">reader</span><span class="p">,</span> <span class="n">_</span> <span class="ow">in</span> <span class="bp">self</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">eval</span><span class="p">(</span><span class="n">condition</span><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="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="L-74"><a href="#L-74"><span class="linenos">74</span></a> <span class="n">table</span><span class="o">.</span><span class="n">rows</span> <span class="o">=</span> <span class="n">rows</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 class="k">def</span> <span class="nf">sort</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-77"><a href="#L-77"><span class="linenos">77</span></a> <span class="k">def</span> <span class="nf">sort_key</span><span class="p">(</span><span class="n">row</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Tuple</span><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><span id="L-78"><a href="#L-78"><span class="linenos">78</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">set_row</span><span class="p">(</span><span class="n">row</span><span class="p">)</span>
</span><span id="L-79"><a href="#L-79"><span class="linenos">79</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">eval_tuple</span><span class="p">(</span><span class="n">key</span><span class="p">)</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="bp">self</span><span class="o">.</span><span class="n">table</span><span class="o">.</span><span class="n">rows</span><span class="o">.</span><span class="n">sort</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="n">sort_key</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">set_row</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">row</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Tuple</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="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="L-85"><a href="#L-85"><span class="linenos">85</span></a> <span class="n">table</span><span class="o">.</span><span class="n">reader</span><span class="o">.</span><span class="n">row</span> <span class="o">=</span> <span class="n">row</span>
</span><span id="L-86"><a href="#L-86"><span class="linenos">86</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</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="k">def</span> <span class="nf">set_index</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">index</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-89"><a href="#L-89"><span class="linenos">89</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="L-90"><a href="#L-90"><span class="linenos">90</span></a> <span class="n">table</span><span class="p">[</span><span class="n">index</span><span class="p">]</span>
</span><span id="L-91"><a href="#L-91"><span class="linenos">91</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</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="k">def</span> <span class="nf">set_range</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">start</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">end</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-94"><a href="#L-94"><span class="linenos">94</span></a> <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">:</span>
</span><span id="L-95"><a href="#L-95"><span class="linenos">95</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">range_readers</span><span class="p">[</span><span class="n">name</span><span class="p">]</span><span class="o">.</span><span class="n">range</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="n">start</span><span class="p">,</span> <span class="n">end</span><span class="p">)</span>
</span><span id="L-96"><a href="#L-96"><span class="linenos">96</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">range_readers</span>
</span><span id="L-97"><a href="#L-97"><span class="linenos">97</span></a>
</span><span id="L-98"><a href="#L-98"><span class="linenos">98</span></a> <span class="k">def</span> <span class="fm">__contains__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">table</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
</span><span id="L-99"><a href="#L-99"><span class="linenos">99</span></a> <span class="k">return</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</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">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">typing</span> <span class="k">as</span> <span class="nn">t</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.executor.env</span> <span class="kn">import</span> <span class="n">ENV</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="k">if</span> <span class="n">t</span><span class="o">.</span><span class="n">TYPE_CHECKING</span><span class="p">:</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.executor.table</span> <span class="kn">import</span> <span class="n">Table</span><span class="p">,</span> <span class="n">TableIter</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">class</span> <span class="nc">Context</span><span class="p">:</span>
</span><span id="L-12"><a href="#L-12"><span class="linenos"> 12</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="L-13"><a href="#L-13"><span class="linenos"> 13</span></a><span class="sd"> Execution context for sql expressions.</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"> Context is used to hold relevant data tables which can then be queried on with eval.</span>
</span><span id="L-16"><a href="#L-16"><span class="linenos"> 16</span></a>
</span><span id="L-17"><a href="#L-17"><span class="linenos"> 17</span></a><span class="sd"> References to columns can either be scalar or vectors. When set_row is used, column references</span>
</span><span id="L-18"><a href="#L-18"><span class="linenos"> 18</span></a><span class="sd"> evaluate to scalars while set_range evaluates to vectors. This allows convenient and efficient</span>
</span><span id="L-19"><a href="#L-19"><span class="linenos"> 19</span></a><span class="sd"> evaluation of aggregation functions.</span>
</span><span id="L-20"><a href="#L-20"><span class="linenos"> 20</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-21"><a href="#L-21"><span class="linenos"> 21</span></a>
</span><span id="L-22"><a href="#L-22"><span class="linenos"> 22</span></a> <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">tables</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Table</span><span class="p">],</span> <span class="n">env</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">t</span><span class="o">.</span><span class="n">Dict</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-23"><a href="#L-23"><span class="linenos"> 23</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="L-24"><a href="#L-24"><span class="linenos"> 24</span></a><span class="sd"> Args</span>
</span><span id="L-25"><a href="#L-25"><span class="linenos"> 25</span></a><span class="sd"> tables: representing the scope of the current execution context.</span>
</span><span id="L-26"><a href="#L-26"><span class="linenos"> 26</span></a><span class="sd"> env: dictionary of functions within the execution context.</span>
</span><span id="L-27"><a href="#L-27"><span class="linenos"> 27</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-28"><a href="#L-28"><span class="linenos"> 28</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span> <span class="o">=</span> <span class="n">tables</span>
</span><span id="L-29"><a href="#L-29"><span class="linenos"> 29</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_table</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">Table</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
</span><span id="L-30"><a href="#L-30"><span class="linenos"> 30</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">range_readers</span> <span class="o">=</span> <span class="p">{</span><span class="n">name</span><span class="p">:</span> <span class="n">table</span><span class="o">.</span><span class="n">range_reader</span> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">items</span><span class="p">()}</span>
</span><span id="L-31"><a href="#L-31"><span class="linenos"> 31</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span> <span class="o">=</span> <span class="p">{</span><span class="n">name</span><span class="p">:</span> <span class="n">table</span><span class="o">.</span><span class="n">reader</span> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">table</span> <span class="ow">in</span> <span class="n">tables</span><span class="o">.</span><span class="n">items</span><span class="p">()}</span>
</span><span id="L-32"><a href="#L-32"><span class="linenos"> 32</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span> <span class="o">=</span> <span class="p">{</span><span class="o">**</span><span class="n">ENV</span><span class="p">,</span> <span class="o">**</span><span class="p">(</span><span class="n">env</span> <span class="ow">or</span> <span class="p">{}),</span> <span class="s2">&quot;scope&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span><span class="p">}</span>
</span><span id="L-33"><a href="#L-33"><span class="linenos"> 33</span></a>
</span><span id="L-34"><a href="#L-34"><span class="linenos"> 34</span></a> <span class="k">def</span> <span class="nf">eval</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">code</span><span class="p">):</span>
</span><span id="L-35"><a href="#L-35"><span class="linenos"> 35</span></a> <span class="k">return</span> <span class="nb">eval</span><span class="p">(</span><span class="n">code</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">)</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="k">def</span> <span class="nf">eval_tuple</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">codes</span><span class="p">):</span>
</span><span id="L-38"><a href="#L-38"><span class="linenos"> 38</span></a> <span class="k">return</span> <span class="nb">tuple</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">eval</span><span class="p">(</span><span class="n">code</span><span class="p">)</span> <span class="k">for</span> <span class="n">code</span> <span class="ow">in</span> <span class="n">codes</span><span class="p">)</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="nd">@property</span>
</span><span id="L-41"><a href="#L-41"><span class="linenos"> 41</span></a> <span class="k">def</span> <span class="nf">table</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Table</span><span class="p">:</span>
</span><span id="L-42"><a href="#L-42"><span class="linenos"> 42</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_table</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-43"><a href="#L-43"><span class="linenos"> 43</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_table</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">())[</span><span class="mi">0</span><span class="p">]</span>
</span><span id="L-44"><a href="#L-44"><span class="linenos"> 44</span></a>
</span><span id="L-45"><a href="#L-45"><span class="linenos"> 45</span></a> <span class="k">for</span> <span class="n">other</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="L-46"><a href="#L-46"><span class="linenos"> 46</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_table</span><span class="o">.</span><span class="n">columns</span> <span class="o">!=</span> <span class="n">other</span><span class="o">.</span><span class="n">columns</span><span class="p">:</span>
</span><span id="L-47"><a href="#L-47"><span class="linenos"> 47</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Columns are different.&quot;</span><span class="p">)</span>
</span><span id="L-48"><a href="#L-48"><span class="linenos"> 48</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_table</span><span class="o">.</span><span class="n">rows</span><span class="p">)</span> <span class="o">!=</span> <span class="nb">len</span><span class="p">(</span><span class="n">other</span><span class="o">.</span><span class="n">rows</span><span class="p">):</span>
</span><span id="L-49"><a href="#L-49"><span class="linenos"> 49</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Rows are different.&quot;</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="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_table</span>
</span><span id="L-52"><a href="#L-52"><span class="linenos"> 52</span></a>
</span><span id="L-53"><a href="#L-53"><span class="linenos"> 53</span></a> <span class="k">def</span> <span class="nf">add_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">columns</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-54"><a href="#L-54"><span class="linenos"> 54</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="L-55"><a href="#L-55"><span class="linenos"> 55</span></a> <span class="n">table</span><span class="o">.</span><span class="n">add_columns</span><span class="p">(</span><span class="o">*</span><span class="n">columns</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="nd">@property</span>
</span><span id="L-58"><a href="#L-58"><span class="linenos"> 58</span></a> <span class="k">def</span> <span class="nf">columns</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">Tuple</span><span class="p">:</span>
</span><span id="L-59"><a href="#L-59"><span class="linenos"> 59</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">table</span><span class="o">.</span><span class="n">columns</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">def</span> <span class="fm">__iter__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span><span id="L-62"><a href="#L-62"><span class="linenos"> 62</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
</span><span id="L-63"><a href="#L-63"><span class="linenos"> 63</span></a> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">table</span><span class="o">.</span><span class="n">rows</span><span class="p">)):</span>
</span><span id="L-64"><a href="#L-64"><span class="linenos"> 64</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="L-65"><a href="#L-65"><span class="linenos"> 65</span></a> <span class="n">reader</span> <span class="o">=</span> <span class="n">table</span><span class="p">[</span><span class="n">i</span><span class="p">]</span>
</span><span id="L-66"><a href="#L-66"><span class="linenos"> 66</span></a> <span class="k">yield</span> <span class="n">reader</span><span class="p">,</span> <span class="bp">self</span>
</span><span id="L-67"><a href="#L-67"><span class="linenos"> 67</span></a>
</span><span id="L-68"><a href="#L-68"><span class="linenos"> 68</span></a> <span class="k">def</span> <span class="nf">table_iter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">table</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">TableIter</span><span class="p">:</span>
</span><span id="L-69"><a href="#L-69"><span class="linenos"> 69</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
</span><span id="L-70"><a href="#L-70"><span class="linenos"> 70</span></a> <span class="k">return</span> <span class="nb">iter</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">[</span><span class="n">table</span><span class="p">])</span>
</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">filter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">condition</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="n">rows</span> <span class="o">=</span> <span class="p">[</span><span class="n">reader</span><span class="o">.</span><span class="n">row</span> <span class="k">for</span> <span class="n">reader</span><span class="p">,</span> <span class="n">_</span> <span class="ow">in</span> <span class="bp">self</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">eval</span><span class="p">(</span><span class="n">condition</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">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="L-76"><a href="#L-76"><span class="linenos"> 76</span></a> <span class="n">table</span><span class="o">.</span><span class="n">rows</span> <span class="o">=</span> <span class="n">rows</span>
</span><span id="L-77"><a href="#L-77"><span class="linenos"> 77</span></a>
</span><span id="L-78"><a href="#L-78"><span class="linenos"> 78</span></a> <span class="k">def</span> <span class="nf">sort</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-79"><a href="#L-79"><span class="linenos"> 79</span></a> <span class="k">def</span> <span class="nf">sort_key</span><span class="p">(</span><span class="n">row</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Tuple</span><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><span id="L-80"><a href="#L-80"><span class="linenos"> 80</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">set_row</span><span class="p">(</span><span class="n">row</span><span class="p">)</span>
</span><span id="L-81"><a href="#L-81"><span class="linenos"> 81</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">eval_tuple</span><span class="p">(</span><span class="n">key</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="bp">self</span><span class="o">.</span><span class="n">table</span><span class="o">.</span><span class="n">rows</span><span class="o">.</span><span class="n">sort</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="n">sort_key</span><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">def</span> <span class="nf">set_row</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">row</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Tuple</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-86"><a href="#L-86"><span class="linenos"> 86</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="L-87"><a href="#L-87"><span class="linenos"> 87</span></a> <span class="n">table</span><span class="o">.</span><span class="n">reader</span><span class="o">.</span><span class="n">row</span> <span class="o">=</span> <span class="n">row</span>
</span><span id="L-88"><a href="#L-88"><span class="linenos"> 88</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
</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">set_index</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">index</span><span class="p">:</span> <span class="nb">int</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">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="L-92"><a href="#L-92"><span class="linenos"> 92</span></a> <span class="n">table</span><span class="p">[</span><span class="n">index</span><span class="p">]</span>
</span><span id="L-93"><a href="#L-93"><span class="linenos"> 93</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</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">def</span> <span class="nf">set_range</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">start</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">end</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="L-96"><a href="#L-96"><span class="linenos"> 96</span></a> <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">:</span>
</span><span id="L-97"><a href="#L-97"><span class="linenos"> 97</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">range_readers</span><span class="p">[</span><span class="n">name</span><span class="p">]</span><span class="o">.</span><span class="n">range</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="n">start</span><span class="p">,</span> <span class="n">end</span><span class="p">)</span>
</span><span id="L-98"><a href="#L-98"><span class="linenos"> 98</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">range_readers</span>
</span><span id="L-99"><a href="#L-99"><span class="linenos"> 99</span></a>
</span><span id="L-100"><a href="#L-100"><span class="linenos">100</span></a> <span class="k">def</span> <span class="fm">__contains__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">table</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
</span><span id="L-101"><a href="#L-101"><span class="linenos">101</span></a> <span class="k">return</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span>
</span></pre></div>
@ -254,62 +256,64 @@
</span><span id="Context-42"><a href="#Context-42"><span class="linenos"> 42</span></a> <span class="k">def</span> <span class="nf">table</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Table</span><span class="p">:</span>
</span><span id="Context-43"><a href="#Context-43"><span class="linenos"> 43</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_table</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context-44"><a href="#Context-44"><span class="linenos"> 44</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">_table</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">())[</span><span class="mi">0</span><span class="p">]</span>
</span><span id="Context-45"><a href="#Context-45"><span class="linenos"> 45</span></a> <span class="k">for</span> <span class="n">other</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context-46"><a href="#Context-46"><span class="linenos"> 46</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_table</span><span class="o">.</span><span class="n">columns</span> <span class="o">!=</span> <span class="n">other</span><span class="o">.</span><span class="n">columns</span><span class="p">:</span>
</span><span id="Context-47"><a href="#Context-47"><span class="linenos"> 47</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Columns are different.&quot;</span><span class="p">)</span>
</span><span id="Context-48"><a href="#Context-48"><span class="linenos"> 48</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_table</span><span class="o">.</span><span class="n">rows</span><span class="p">)</span> <span class="o">!=</span> <span class="nb">len</span><span class="p">(</span><span class="n">other</span><span class="o">.</span><span class="n">rows</span><span class="p">):</span>
</span><span id="Context-49"><a href="#Context-49"><span class="linenos"> 49</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Rows are different.&quot;</span><span class="p">)</span>
</span><span id="Context-50"><a href="#Context-50"><span class="linenos"> 50</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_table</span>
</span><span id="Context-45"><a href="#Context-45"><span class="linenos"> 45</span></a>
</span><span id="Context-46"><a href="#Context-46"><span class="linenos"> 46</span></a> <span class="k">for</span> <span class="n">other</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context-47"><a href="#Context-47"><span class="linenos"> 47</span></a> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_table</span><span class="o">.</span><span class="n">columns</span> <span class="o">!=</span> <span class="n">other</span><span class="o">.</span><span class="n">columns</span><span class="p">:</span>
</span><span id="Context-48"><a href="#Context-48"><span class="linenos"> 48</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Columns are different.&quot;</span><span class="p">)</span>
</span><span id="Context-49"><a href="#Context-49"><span class="linenos"> 49</span></a> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_table</span><span class="o">.</span><span class="n">rows</span><span class="p">)</span> <span class="o">!=</span> <span class="nb">len</span><span class="p">(</span><span class="n">other</span><span class="o">.</span><span class="n">rows</span><span class="p">):</span>
</span><span id="Context-50"><a href="#Context-50"><span class="linenos"> 50</span></a> <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Rows are different.&quot;</span><span class="p">)</span>
</span><span id="Context-51"><a href="#Context-51"><span class="linenos"> 51</span></a>
</span><span id="Context-52"><a href="#Context-52"><span class="linenos"> 52</span></a> <span class="k">def</span> <span class="nf">add_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">columns</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="Context-53"><a href="#Context-53"><span class="linenos"> 53</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context-54"><a href="#Context-54"><span class="linenos"> 54</span></a> <span class="n">table</span><span class="o">.</span><span class="n">add_columns</span><span class="p">(</span><span class="o">*</span><span class="n">columns</span><span class="p">)</span>
</span><span id="Context-55"><a href="#Context-55"><span class="linenos"> 55</span></a>
</span><span id="Context-56"><a href="#Context-56"><span class="linenos"> 56</span></a> <span class="nd">@property</span>
</span><span id="Context-57"><a href="#Context-57"><span class="linenos"> 57</span></a> <span class="k">def</span> <span class="nf">columns</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">Tuple</span><span class="p">:</span>
</span><span id="Context-58"><a href="#Context-58"><span class="linenos"> 58</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">table</span><span class="o">.</span><span class="n">columns</span>
</span><span id="Context-59"><a href="#Context-59"><span class="linenos"> 59</span></a>
</span><span id="Context-60"><a href="#Context-60"><span class="linenos"> 60</span></a> <span class="k">def</span> <span class="fm">__iter__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span><span id="Context-61"><a href="#Context-61"><span class="linenos"> 61</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
</span><span id="Context-62"><a href="#Context-62"><span class="linenos"> 62</span></a> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">table</span><span class="o">.</span><span class="n">rows</span><span class="p">)):</span>
</span><span id="Context-63"><a href="#Context-63"><span class="linenos"> 63</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context-64"><a href="#Context-64"><span class="linenos"> 64</span></a> <span class="n">reader</span> <span class="o">=</span> <span class="n">table</span><span class="p">[</span><span class="n">i</span><span class="p">]</span>
</span><span id="Context-65"><a href="#Context-65"><span class="linenos"> 65</span></a> <span class="k">yield</span> <span class="n">reader</span><span class="p">,</span> <span class="bp">self</span>
</span><span id="Context-66"><a href="#Context-66"><span class="linenos"> 66</span></a>
</span><span id="Context-67"><a href="#Context-67"><span class="linenos"> 67</span></a> <span class="k">def</span> <span class="nf">table_iter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">table</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">TableIter</span><span class="p">:</span>
</span><span id="Context-68"><a href="#Context-68"><span class="linenos"> 68</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
</span><span id="Context-69"><a href="#Context-69"><span class="linenos"> 69</span></a> <span class="k">return</span> <span class="nb">iter</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">[</span><span class="n">table</span><span class="p">])</span>
</span><span id="Context-70"><a href="#Context-70"><span class="linenos"> 70</span></a>
</span><span id="Context-71"><a href="#Context-71"><span class="linenos"> 71</span></a> <span class="k">def</span> <span class="nf">filter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">condition</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context-72"><a href="#Context-72"><span class="linenos"> 72</span></a> <span class="n">rows</span> <span class="o">=</span> <span class="p">[</span><span class="n">reader</span><span class="o">.</span><span class="n">row</span> <span class="k">for</span> <span class="n">reader</span><span class="p">,</span> <span class="n">_</span> <span class="ow">in</span> <span class="bp">self</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">eval</span><span class="p">(</span><span class="n">condition</span><span class="p">)]</span>
</span><span id="Context-73"><a href="#Context-73"><span class="linenos"> 73</span></a>
</span><span id="Context-74"><a href="#Context-74"><span class="linenos"> 74</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context-75"><a href="#Context-75"><span class="linenos"> 75</span></a> <span class="n">table</span><span class="o">.</span><span class="n">rows</span> <span class="o">=</span> <span class="n">rows</span>
</span><span id="Context-76"><a href="#Context-76"><span class="linenos"> 76</span></a>
</span><span id="Context-77"><a href="#Context-77"><span class="linenos"> 77</span></a> <span class="k">def</span> <span class="nf">sort</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context-78"><a href="#Context-78"><span class="linenos"> 78</span></a> <span class="k">def</span> <span class="nf">sort_key</span><span class="p">(</span><span class="n">row</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Tuple</span><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><span id="Context-79"><a href="#Context-79"><span class="linenos"> 79</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">set_row</span><span class="p">(</span><span class="n">row</span><span class="p">)</span>
</span><span id="Context-80"><a href="#Context-80"><span class="linenos"> 80</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">eval_tuple</span><span class="p">(</span><span class="n">key</span><span class="p">)</span>
</span><span id="Context-81"><a href="#Context-81"><span class="linenos"> 81</span></a>
</span><span id="Context-82"><a href="#Context-82"><span class="linenos"> 82</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">table</span><span class="o">.</span><span class="n">rows</span><span class="o">.</span><span class="n">sort</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="n">sort_key</span><span class="p">)</span>
</span><span id="Context-52"><a href="#Context-52"><span class="linenos"> 52</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_table</span>
</span><span id="Context-53"><a href="#Context-53"><span class="linenos"> 53</span></a>
</span><span id="Context-54"><a href="#Context-54"><span class="linenos"> 54</span></a> <span class="k">def</span> <span class="nf">add_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">columns</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="Context-55"><a href="#Context-55"><span class="linenos"> 55</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context-56"><a href="#Context-56"><span class="linenos"> 56</span></a> <span class="n">table</span><span class="o">.</span><span class="n">add_columns</span><span class="p">(</span><span class="o">*</span><span class="n">columns</span><span class="p">)</span>
</span><span id="Context-57"><a href="#Context-57"><span class="linenos"> 57</span></a>
</span><span id="Context-58"><a href="#Context-58"><span class="linenos"> 58</span></a> <span class="nd">@property</span>
</span><span id="Context-59"><a href="#Context-59"><span class="linenos"> 59</span></a> <span class="k">def</span> <span class="nf">columns</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">Tuple</span><span class="p">:</span>
</span><span id="Context-60"><a href="#Context-60"><span class="linenos"> 60</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">table</span><span class="o">.</span><span class="n">columns</span>
</span><span id="Context-61"><a href="#Context-61"><span class="linenos"> 61</span></a>
</span><span id="Context-62"><a href="#Context-62"><span class="linenos"> 62</span></a> <span class="k">def</span> <span class="fm">__iter__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
</span><span id="Context-63"><a href="#Context-63"><span class="linenos"> 63</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
</span><span id="Context-64"><a href="#Context-64"><span class="linenos"> 64</span></a> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">table</span><span class="o">.</span><span class="n">rows</span><span class="p">)):</span>
</span><span id="Context-65"><a href="#Context-65"><span class="linenos"> 65</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context-66"><a href="#Context-66"><span class="linenos"> 66</span></a> <span class="n">reader</span> <span class="o">=</span> <span class="n">table</span><span class="p">[</span><span class="n">i</span><span class="p">]</span>
</span><span id="Context-67"><a href="#Context-67"><span class="linenos"> 67</span></a> <span class="k">yield</span> <span class="n">reader</span><span class="p">,</span> <span class="bp">self</span>
</span><span id="Context-68"><a href="#Context-68"><span class="linenos"> 68</span></a>
</span><span id="Context-69"><a href="#Context-69"><span class="linenos"> 69</span></a> <span class="k">def</span> <span class="nf">table_iter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">table</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">TableIter</span><span class="p">:</span>
</span><span id="Context-70"><a href="#Context-70"><span class="linenos"> 70</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
</span><span id="Context-71"><a href="#Context-71"><span class="linenos"> 71</span></a> <span class="k">return</span> <span class="nb">iter</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">[</span><span class="n">table</span><span class="p">])</span>
</span><span id="Context-72"><a href="#Context-72"><span class="linenos"> 72</span></a>
</span><span id="Context-73"><a href="#Context-73"><span class="linenos"> 73</span></a> <span class="k">def</span> <span class="nf">filter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">condition</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context-74"><a href="#Context-74"><span class="linenos"> 74</span></a> <span class="n">rows</span> <span class="o">=</span> <span class="p">[</span><span class="n">reader</span><span class="o">.</span><span class="n">row</span> <span class="k">for</span> <span class="n">reader</span><span class="p">,</span> <span class="n">_</span> <span class="ow">in</span> <span class="bp">self</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">eval</span><span class="p">(</span><span class="n">condition</span><span class="p">)]</span>
</span><span id="Context-75"><a href="#Context-75"><span class="linenos"> 75</span></a>
</span><span id="Context-76"><a href="#Context-76"><span class="linenos"> 76</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context-77"><a href="#Context-77"><span class="linenos"> 77</span></a> <span class="n">table</span><span class="o">.</span><span class="n">rows</span> <span class="o">=</span> <span class="n">rows</span>
</span><span id="Context-78"><a href="#Context-78"><span class="linenos"> 78</span></a>
</span><span id="Context-79"><a href="#Context-79"><span class="linenos"> 79</span></a> <span class="k">def</span> <span class="nf">sort</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context-80"><a href="#Context-80"><span class="linenos"> 80</span></a> <span class="k">def</span> <span class="nf">sort_key</span><span class="p">(</span><span class="n">row</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Tuple</span><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><span id="Context-81"><a href="#Context-81"><span class="linenos"> 81</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">set_row</span><span class="p">(</span><span class="n">row</span><span class="p">)</span>
</span><span id="Context-82"><a href="#Context-82"><span class="linenos"> 82</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">eval_tuple</span><span class="p">(</span><span class="n">key</span><span class="p">)</span>
</span><span id="Context-83"><a href="#Context-83"><span class="linenos"> 83</span></a>
</span><span id="Context-84"><a href="#Context-84"><span class="linenos"> 84</span></a> <span class="k">def</span> <span class="nf">set_row</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">row</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Tuple</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context-85"><a href="#Context-85"><span class="linenos"> 85</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context-86"><a href="#Context-86"><span class="linenos"> 86</span></a> <span class="n">table</span><span class="o">.</span><span class="n">reader</span><span class="o">.</span><span class="n">row</span> <span class="o">=</span> <span class="n">row</span>
</span><span id="Context-87"><a href="#Context-87"><span class="linenos"> 87</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
</span><span id="Context-88"><a href="#Context-88"><span class="linenos"> 88</span></a>
</span><span id="Context-89"><a href="#Context-89"><span class="linenos"> 89</span></a> <span class="k">def</span> <span class="nf">set_index</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">index</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context-90"><a href="#Context-90"><span class="linenos"> 90</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context-91"><a href="#Context-91"><span class="linenos"> 91</span></a> <span class="n">table</span><span class="p">[</span><span class="n">index</span><span class="p">]</span>
</span><span id="Context-92"><a href="#Context-92"><span class="linenos"> 92</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
</span><span id="Context-93"><a href="#Context-93"><span class="linenos"> 93</span></a>
</span><span id="Context-94"><a href="#Context-94"><span class="linenos"> 94</span></a> <span class="k">def</span> <span class="nf">set_range</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">start</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">end</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context-95"><a href="#Context-95"><span class="linenos"> 95</span></a> <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">:</span>
</span><span id="Context-96"><a href="#Context-96"><span class="linenos"> 96</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">range_readers</span><span class="p">[</span><span class="n">name</span><span class="p">]</span><span class="o">.</span><span class="n">range</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="n">start</span><span class="p">,</span> <span class="n">end</span><span class="p">)</span>
</span><span id="Context-97"><a href="#Context-97"><span class="linenos"> 97</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">range_readers</span>
</span><span id="Context-98"><a href="#Context-98"><span class="linenos"> 98</span></a>
</span><span id="Context-99"><a href="#Context-99"><span class="linenos"> 99</span></a> <span class="k">def</span> <span class="fm">__contains__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">table</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
</span><span id="Context-100"><a href="#Context-100"><span class="linenos">100</span></a> <span class="k">return</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span>
</span><span id="Context-84"><a href="#Context-84"><span class="linenos"> 84</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">table</span><span class="o">.</span><span class="n">rows</span><span class="o">.</span><span class="n">sort</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="n">sort_key</span><span class="p">)</span>
</span><span id="Context-85"><a href="#Context-85"><span class="linenos"> 85</span></a>
</span><span id="Context-86"><a href="#Context-86"><span class="linenos"> 86</span></a> <span class="k">def</span> <span class="nf">set_row</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">row</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Tuple</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context-87"><a href="#Context-87"><span class="linenos"> 87</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context-88"><a href="#Context-88"><span class="linenos"> 88</span></a> <span class="n">table</span><span class="o">.</span><span class="n">reader</span><span class="o">.</span><span class="n">row</span> <span class="o">=</span> <span class="n">row</span>
</span><span id="Context-89"><a href="#Context-89"><span class="linenos"> 89</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
</span><span id="Context-90"><a href="#Context-90"><span class="linenos"> 90</span></a>
</span><span id="Context-91"><a href="#Context-91"><span class="linenos"> 91</span></a> <span class="k">def</span> <span class="nf">set_index</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">index</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context-92"><a href="#Context-92"><span class="linenos"> 92</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context-93"><a href="#Context-93"><span class="linenos"> 93</span></a> <span class="n">table</span><span class="p">[</span><span class="n">index</span><span class="p">]</span>
</span><span id="Context-94"><a href="#Context-94"><span class="linenos"> 94</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
</span><span id="Context-95"><a href="#Context-95"><span class="linenos"> 95</span></a>
</span><span id="Context-96"><a href="#Context-96"><span class="linenos"> 96</span></a> <span class="k">def</span> <span class="nf">set_range</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">start</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">end</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context-97"><a href="#Context-97"><span class="linenos"> 97</span></a> <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">:</span>
</span><span id="Context-98"><a href="#Context-98"><span class="linenos"> 98</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">range_readers</span><span class="p">[</span><span class="n">name</span><span class="p">]</span><span class="o">.</span><span class="n">range</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="n">start</span><span class="p">,</span> <span class="n">end</span><span class="p">)</span>
</span><span id="Context-99"><a href="#Context-99"><span class="linenos"> 99</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">range_readers</span>
</span><span id="Context-100"><a href="#Context-100"><span class="linenos">100</span></a>
</span><span id="Context-101"><a href="#Context-101"><span class="linenos">101</span></a> <span class="k">def</span> <span class="fm">__contains__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">table</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
</span><span id="Context-102"><a href="#Context-102"><span class="linenos">102</span></a> <span class="k">return</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span>
</span></pre></div>
@ -458,9 +462,9 @@ evaluation of aggregation functions.</p>
</div>
<a class="headerlink" href="#Context.add_columns"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="Context.add_columns-52"><a href="#Context.add_columns-52"><span class="linenos">52</span></a> <span class="k">def</span> <span class="nf">add_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">columns</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="Context.add_columns-53"><a href="#Context.add_columns-53"><span class="linenos">53</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context.add_columns-54"><a href="#Context.add_columns-54"><span class="linenos">54</span></a> <span class="n">table</span><span class="o">.</span><span class="n">add_columns</span><span class="p">(</span><span class="o">*</span><span class="n">columns</span><span class="p">)</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="Context.add_columns-54"><a href="#Context.add_columns-54"><span class="linenos">54</span></a> <span class="k">def</span> <span class="nf">add_columns</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="n">columns</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="Context.add_columns-55"><a href="#Context.add_columns-55"><span class="linenos">55</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context.add_columns-56"><a href="#Context.add_columns-56"><span class="linenos">56</span></a> <span class="n">table</span><span class="o">.</span><span class="n">add_columns</span><span class="p">(</span><span class="o">*</span><span class="n">columns</span><span class="p">)</span>
</span></pre></div>
@ -489,9 +493,9 @@ evaluation of aggregation functions.</p>
</div>
<a class="headerlink" href="#Context.table_iter"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="Context.table_iter-67"><a href="#Context.table_iter-67"><span class="linenos">67</span></a> <span class="k">def</span> <span class="nf">table_iter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">table</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">TableIter</span><span class="p">:</span>
</span><span id="Context.table_iter-68"><a href="#Context.table_iter-68"><span class="linenos">68</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
</span><span id="Context.table_iter-69"><a href="#Context.table_iter-69"><span class="linenos">69</span></a> <span class="k">return</span> <span class="nb">iter</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">[</span><span class="n">table</span><span class="p">])</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="Context.table_iter-69"><a href="#Context.table_iter-69"><span class="linenos">69</span></a> <span class="k">def</span> <span class="nf">table_iter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">table</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">TableIter</span><span class="p">:</span>
</span><span id="Context.table_iter-70"><a href="#Context.table_iter-70"><span class="linenos">70</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
</span><span id="Context.table_iter-71"><a href="#Context.table_iter-71"><span class="linenos">71</span></a> <span class="k">return</span> <span class="nb">iter</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">[</span><span class="n">table</span><span class="p">])</span>
</span></pre></div>
@ -509,11 +513,11 @@ evaluation of aggregation functions.</p>
</div>
<a class="headerlink" href="#Context.filter"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="Context.filter-71"><a href="#Context.filter-71"><span class="linenos">71</span></a> <span class="k">def</span> <span class="nf">filter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">condition</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context.filter-72"><a href="#Context.filter-72"><span class="linenos">72</span></a> <span class="n">rows</span> <span class="o">=</span> <span class="p">[</span><span class="n">reader</span><span class="o">.</span><span class="n">row</span> <span class="k">for</span> <span class="n">reader</span><span class="p">,</span> <span class="n">_</span> <span class="ow">in</span> <span class="bp">self</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">eval</span><span class="p">(</span><span class="n">condition</span><span class="p">)]</span>
</span><span id="Context.filter-73"><a href="#Context.filter-73"><span class="linenos">73</span></a>
</span><span id="Context.filter-74"><a href="#Context.filter-74"><span class="linenos">74</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context.filter-75"><a href="#Context.filter-75"><span class="linenos">75</span></a> <span class="n">table</span><span class="o">.</span><span class="n">rows</span> <span class="o">=</span> <span class="n">rows</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="Context.filter-73"><a href="#Context.filter-73"><span class="linenos">73</span></a> <span class="k">def</span> <span class="nf">filter</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">condition</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context.filter-74"><a href="#Context.filter-74"><span class="linenos">74</span></a> <span class="n">rows</span> <span class="o">=</span> <span class="p">[</span><span class="n">reader</span><span class="o">.</span><span class="n">row</span> <span class="k">for</span> <span class="n">reader</span><span class="p">,</span> <span class="n">_</span> <span class="ow">in</span> <span class="bp">self</span> <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">eval</span><span class="p">(</span><span class="n">condition</span><span class="p">)]</span>
</span><span id="Context.filter-75"><a href="#Context.filter-75"><span class="linenos">75</span></a>
</span><span id="Context.filter-76"><a href="#Context.filter-76"><span class="linenos">76</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context.filter-77"><a href="#Context.filter-77"><span class="linenos">77</span></a> <span class="n">table</span><span class="o">.</span><span class="n">rows</span> <span class="o">=</span> <span class="n">rows</span>
</span></pre></div>
@ -531,12 +535,12 @@ evaluation of aggregation functions.</p>
</div>
<a class="headerlink" href="#Context.sort"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="Context.sort-77"><a href="#Context.sort-77"><span class="linenos">77</span></a> <span class="k">def</span> <span class="nf">sort</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context.sort-78"><a href="#Context.sort-78"><span class="linenos">78</span></a> <span class="k">def</span> <span class="nf">sort_key</span><span class="p">(</span><span class="n">row</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Tuple</span><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><span id="Context.sort-79"><a href="#Context.sort-79"><span class="linenos">79</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">set_row</span><span class="p">(</span><span class="n">row</span><span class="p">)</span>
</span><span id="Context.sort-80"><a href="#Context.sort-80"><span class="linenos">80</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">eval_tuple</span><span class="p">(</span><span class="n">key</span><span class="p">)</span>
</span><span id="Context.sort-81"><a href="#Context.sort-81"><span class="linenos">81</span></a>
</span><span id="Context.sort-82"><a href="#Context.sort-82"><span class="linenos">82</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">table</span><span class="o">.</span><span class="n">rows</span><span class="o">.</span><span class="n">sort</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="n">sort_key</span><span class="p">)</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="Context.sort-79"><a href="#Context.sort-79"><span class="linenos">79</span></a> <span class="k">def</span> <span class="nf">sort</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">key</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context.sort-80"><a href="#Context.sort-80"><span class="linenos">80</span></a> <span class="k">def</span> <span class="nf">sort_key</span><span class="p">(</span><span class="n">row</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Tuple</span><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><span id="Context.sort-81"><a href="#Context.sort-81"><span class="linenos">81</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">set_row</span><span class="p">(</span><span class="n">row</span><span class="p">)</span>
</span><span id="Context.sort-82"><a href="#Context.sort-82"><span class="linenos">82</span></a> <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">eval_tuple</span><span class="p">(</span><span class="n">key</span><span class="p">)</span>
</span><span id="Context.sort-83"><a href="#Context.sort-83"><span class="linenos">83</span></a>
</span><span id="Context.sort-84"><a href="#Context.sort-84"><span class="linenos">84</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">table</span><span class="o">.</span><span class="n">rows</span><span class="o">.</span><span class="n">sort</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="n">sort_key</span><span class="p">)</span>
</span></pre></div>
@ -554,10 +558,10 @@ evaluation of aggregation functions.</p>
</div>
<a class="headerlink" href="#Context.set_row"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="Context.set_row-84"><a href="#Context.set_row-84"><span class="linenos">84</span></a> <span class="k">def</span> <span class="nf">set_row</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">row</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Tuple</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context.set_row-85"><a href="#Context.set_row-85"><span class="linenos">85</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context.set_row-86"><a href="#Context.set_row-86"><span class="linenos">86</span></a> <span class="n">table</span><span class="o">.</span><span class="n">reader</span><span class="o">.</span><span class="n">row</span> <span class="o">=</span> <span class="n">row</span>
</span><span id="Context.set_row-87"><a href="#Context.set_row-87"><span class="linenos">87</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="Context.set_row-86"><a href="#Context.set_row-86"><span class="linenos">86</span></a> <span class="k">def</span> <span class="nf">set_row</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">row</span><span class="p">:</span> <span class="n">t</span><span class="o">.</span><span class="n">Tuple</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context.set_row-87"><a href="#Context.set_row-87"><span class="linenos">87</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context.set_row-88"><a href="#Context.set_row-88"><span class="linenos">88</span></a> <span class="n">table</span><span class="o">.</span><span class="n">reader</span><span class="o">.</span><span class="n">row</span> <span class="o">=</span> <span class="n">row</span>
</span><span id="Context.set_row-89"><a href="#Context.set_row-89"><span class="linenos">89</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
</span></pre></div>
@ -575,10 +579,10 @@ evaluation of aggregation functions.</p>
</div>
<a class="headerlink" href="#Context.set_index"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="Context.set_index-89"><a href="#Context.set_index-89"><span class="linenos">89</span></a> <span class="k">def</span> <span class="nf">set_index</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">index</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context.set_index-90"><a href="#Context.set_index-90"><span class="linenos">90</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context.set_index-91"><a href="#Context.set_index-91"><span class="linenos">91</span></a> <span class="n">table</span><span class="p">[</span><span class="n">index</span><span class="p">]</span>
</span><span id="Context.set_index-92"><a href="#Context.set_index-92"><span class="linenos">92</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="Context.set_index-91"><a href="#Context.set_index-91"><span class="linenos">91</span></a> <span class="k">def</span> <span class="nf">set_index</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">index</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context.set_index-92"><a href="#Context.set_index-92"><span class="linenos">92</span></a> <span class="k">for</span> <span class="n">table</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
</span><span id="Context.set_index-93"><a href="#Context.set_index-93"><span class="linenos">93</span></a> <span class="n">table</span><span class="p">[</span><span class="n">index</span><span class="p">]</span>
</span><span id="Context.set_index-94"><a href="#Context.set_index-94"><span class="linenos">94</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">row_readers</span>
</span></pre></div>
@ -596,10 +600,10 @@ evaluation of aggregation functions.</p>
</div>
<a class="headerlink" href="#Context.set_range"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="Context.set_range-94"><a href="#Context.set_range-94"><span class="linenos">94</span></a> <span class="k">def</span> <span class="nf">set_range</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">start</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">end</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context.set_range-95"><a href="#Context.set_range-95"><span class="linenos">95</span></a> <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">:</span>
</span><span id="Context.set_range-96"><a href="#Context.set_range-96"><span class="linenos">96</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">range_readers</span><span class="p">[</span><span class="n">name</span><span class="p">]</span><span class="o">.</span><span class="n">range</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="n">start</span><span class="p">,</span> <span class="n">end</span><span class="p">)</span>
</span><span id="Context.set_range-97"><a href="#Context.set_range-97"><span class="linenos">97</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">range_readers</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="Context.set_range-96"><a href="#Context.set_range-96"><span class="linenos">96</span></a> <span class="k">def</span> <span class="nf">set_range</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">start</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">end</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
</span><span id="Context.set_range-97"><a href="#Context.set_range-97"><span class="linenos">97</span></a> <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">tables</span><span class="p">:</span>
</span><span id="Context.set_range-98"><a href="#Context.set_range-98"><span class="linenos">98</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">range_readers</span><span class="p">[</span><span class="n">name</span><span class="p">]</span><span class="o">.</span><span class="n">range</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="n">start</span><span class="p">,</span> <span class="n">end</span><span class="p">)</span>
</span><span id="Context.set_range-99"><a href="#Context.set_range-99"><span class="linenos">99</span></a> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">[</span><span class="s2">&quot;scope&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">range_readers</span>
</span></pre></div>

View file

@ -191,98 +191,109 @@
</span><span id="L-100"><a href="#L-100"><span class="linenos">100</span></a><span class="nd">@null_if_any</span>
</span><span id="L-101"><a href="#L-101"><span class="linenos">101</span></a><span class="k">def</span> <span class="nf">cast</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">to</span><span class="p">):</span>
</span><span id="L-102"><a href="#L-102"><span class="linenos">102</span></a> <span class="k">if</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">Type</span><span class="o">.</span><span class="n">DATE</span><span class="p">:</span>
</span><span id="L-103"><a href="#L-103"><span class="linenos">103</span></a> <span class="k">return</span> <span class="n">datetime</span><span class="o">.</span><span class="n">date</span><span class="o">.</span><span class="n">fromisoformat</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-104"><a href="#L-104"><span class="linenos">104</span></a> <span class="k">if</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">Type</span><span class="o">.</span><span class="n">DATETIME</span><span class="p">:</span>
</span><span id="L-105"><a href="#L-105"><span class="linenos">105</span></a> <span class="k">return</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">fromisoformat</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-106"><a href="#L-106"><span class="linenos">106</span></a> <span class="k">if</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">Type</span><span class="o">.</span><span class="n">BOOLEAN</span><span class="p">:</span>
</span><span id="L-107"><a href="#L-107"><span class="linenos">107</span></a> <span class="k">return</span> <span class="nb">bool</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-108"><a href="#L-108"><span class="linenos">108</span></a> <span class="k">if</span> <span class="n">to</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-109"><a href="#L-109"><span class="linenos">109</span></a> <span class="k">return</span> <span class="nb">str</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-110"><a href="#L-110"><span class="linenos">110</span></a> <span class="k">if</span> <span class="n">to</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">FLOAT</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">DOUBLE</span><span class="p">}:</span>
</span><span id="L-111"><a href="#L-111"><span class="linenos">111</span></a> <span class="k">return</span> <span class="nb">float</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-112"><a href="#L-112"><span class="linenos">112</span></a> <span class="k">if</span> <span class="n">to</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">NUMERIC_TYPES</span><span class="p">:</span>
</span><span id="L-113"><a href="#L-113"><span class="linenos">113</span></a> <span class="k">return</span> <span class="nb">int</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-114"><a href="#L-114"><span class="linenos">114</span></a> <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Casting to &#39;</span><span class="si">{</span><span class="n">to</span><span class="si">}</span><span class="s2">&#39; not implemented.&quot;</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><span id="L-117"><a href="#L-117"><span class="linenos">117</span></a><span class="k">def</span> <span class="nf">ordered</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">desc</span><span class="p">,</span> <span class="n">nulls_first</span><span class="p">):</span>
</span><span id="L-118"><a href="#L-118"><span class="linenos">118</span></a> <span class="k">if</span> <span class="n">desc</span><span class="p">:</span>
</span><span id="L-119"><a href="#L-119"><span class="linenos">119</span></a> <span class="k">return</span> <span class="n">reverse_key</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-120"><a href="#L-120"><span class="linenos">120</span></a> <span class="k">return</span> <span class="n">this</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><span id="L-123"><a href="#L-123"><span class="linenos">123</span></a><span class="nd">@null_if_any</span>
</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a><span class="k">def</span> <span class="nf">interval</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">unit</span><span class="p">):</span>
</span><span id="L-125"><a href="#L-125"><span class="linenos">125</span></a> <span class="n">unit</span> <span class="o">=</span> <span class="n">unit</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span>
</span><span id="L-126"><a href="#L-126"><span class="linenos">126</span></a> <span class="n">plural</span> <span class="o">=</span> <span class="n">unit</span> <span class="o">+</span> <span class="s2">&quot;s&quot;</span>
</span><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a> <span class="k">if</span> <span class="n">plural</span> <span class="ow">in</span> <span class="n">Generator</span><span class="o">.</span><span class="n">TIME_PART_SINGULARS</span><span class="p">:</span>
</span><span id="L-128"><a href="#L-128"><span class="linenos">128</span></a> <span class="n">unit</span> <span class="o">=</span> <span class="n">plural</span>
</span><span id="L-129"><a href="#L-129"><span class="linenos">129</span></a> <span class="k">return</span> <span class="n">datetime</span><span class="o">.</span><span class="n">timedelta</span><span class="p">(</span><span class="o">**</span><span class="p">{</span><span class="n">unit</span><span class="p">:</span> <span class="nb">float</span><span class="p">(</span><span class="n">this</span><span class="p">)})</span>
</span><span id="L-130"><a href="#L-130"><span class="linenos">130</span></a>
</span><span id="L-103"><a href="#L-103"><span class="linenos">103</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">):</span>
</span><span id="L-104"><a href="#L-104"><span class="linenos">104</span></a> <span class="k">return</span> <span class="n">this</span><span class="o">.</span><span class="n">date</span><span class="p">()</span>
</span><span id="L-105"><a href="#L-105"><span class="linenos">105</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">datetime</span><span class="o">.</span><span class="n">date</span><span class="p">):</span>
</span><span id="L-106"><a href="#L-106"><span class="linenos">106</span></a> <span class="k">return</span> <span class="n">this</span>
</span><span id="L-107"><a href="#L-107"><span class="linenos">107</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="nb">str</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="n">datetime</span><span class="o">.</span><span class="n">date</span><span class="o">.</span><span class="n">fromisoformat</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-109"><a href="#L-109"><span class="linenos">109</span></a> <span class="k">if</span> <span class="n">to</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">DATETIME</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">TIMESTAMP</span><span class="p">):</span>
</span><span id="L-110"><a href="#L-110"><span class="linenos">110</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">):</span>
</span><span id="L-111"><a href="#L-111"><span class="linenos">111</span></a> <span class="k">return</span> <span class="n">this</span>
</span><span id="L-112"><a href="#L-112"><span class="linenos">112</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">datetime</span><span class="o">.</span><span class="n">date</span><span class="p">):</span>
</span><span id="L-113"><a href="#L-113"><span class="linenos">113</span></a> <span class="k">return</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">(</span><span class="n">this</span><span class="o">.</span><span class="n">year</span><span class="p">,</span> <span class="n">this</span><span class="o">.</span><span class="n">month</span><span class="p">,</span> <span class="n">this</span><span class="o">.</span><span class="n">day</span><span class="p">)</span>
</span><span id="L-114"><a href="#L-114"><span class="linenos">114</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
</span><span id="L-115"><a href="#L-115"><span class="linenos">115</span></a> <span class="k">return</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">fromisoformat</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-116"><a href="#L-116"><span class="linenos">116</span></a> <span class="k">if</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">Type</span><span class="o">.</span><span class="n">BOOLEAN</span><span class="p">:</span>
</span><span id="L-117"><a href="#L-117"><span class="linenos">117</span></a> <span class="k">return</span> <span class="nb">bool</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-118"><a href="#L-118"><span class="linenos">118</span></a> <span class="k">if</span> <span class="n">to</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-119"><a href="#L-119"><span class="linenos">119</span></a> <span class="k">return</span> <span class="nb">str</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-120"><a href="#L-120"><span class="linenos">120</span></a> <span class="k">if</span> <span class="n">to</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">FLOAT</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">DOUBLE</span><span class="p">}:</span>
</span><span id="L-121"><a href="#L-121"><span class="linenos">121</span></a> <span class="k">return</span> <span class="nb">float</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-122"><a href="#L-122"><span class="linenos">122</span></a> <span class="k">if</span> <span class="n">to</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">NUMERIC_TYPES</span><span class="p">:</span>
</span><span id="L-123"><a href="#L-123"><span class="linenos">123</span></a> <span class="k">return</span> <span class="nb">int</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a> <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Casting </span><span class="si">{</span><span class="n">this</span><span class="si">}</span><span class="s2"> to &#39;</span><span class="si">{</span><span class="n">to</span><span class="si">}</span><span class="s2">&#39; not implemented.&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><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a><span class="k">def</span> <span class="nf">ordered</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">desc</span><span class="p">,</span> <span class="n">nulls_first</span><span class="p">):</span>
</span><span id="L-128"><a href="#L-128"><span class="linenos">128</span></a> <span class="k">if</span> <span class="n">desc</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="n">reverse_key</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-130"><a href="#L-130"><span class="linenos">130</span></a> <span class="k">return</span> <span class="n">this</span>
</span><span id="L-131"><a href="#L-131"><span class="linenos">131</span></a>
</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a><span class="n">ENV</span> <span class="o">=</span> <span class="p">{</span>
</span><span id="L-133"><a href="#L-133"><span class="linenos">133</span></a> <span class="s2">&quot;exp&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="p">,</span>
</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a> <span class="c1"># aggs</span>
</span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a> <span class="s2">&quot;ARRAYAGG&quot;</span><span class="p">:</span> <span class="nb">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;AVG&quot;</span><span class="p">:</span> <span class="n">filter_nulls</span><span class="p">(</span><span class="n">statistics</span><span class="o">.</span><span class="n">fmean</span> <span class="k">if</span> <span class="n">PYTHON_VERSION</span> <span class="o">&gt;=</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">8</span><span class="p">)</span> <span class="k">else</span> <span class="n">statistics</span><span class="o">.</span><span class="n">mean</span><span class="p">),</span> <span class="c1"># type: ignore</span>
</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a> <span class="s2">&quot;COUNT&quot;</span><span class="p">:</span> <span class="n">filter_nulls</span><span class="p">(</span><span class="k">lambda</span> <span class="n">acc</span><span class="p">:</span> <span class="nb">sum</span><span class="p">(</span><span class="mi">1</span> <span class="k">for</span> <span class="n">_</span> <span class="ow">in</span> <span class="n">acc</span><span class="p">),</span> <span class="kc">False</span><span class="p">),</span>
</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a> <span class="s2">&quot;MAX&quot;</span><span class="p">:</span> <span class="n">filter_nulls</span><span class="p">(</span><span class="nb">max</span><span class="p">),</span>
</span><span id="L-139"><a href="#L-139"><span class="linenos">139</span></a> <span class="s2">&quot;MIN&quot;</span><span class="p">:</span> <span class="n">filter_nulls</span><span class="p">(</span><span class="nb">min</span><span class="p">),</span>
</span><span id="L-140"><a href="#L-140"><span class="linenos">140</span></a> <span class="s2">&quot;SUM&quot;</span><span class="p">:</span> <span class="n">filter_nulls</span><span class="p">(</span><span class="nb">sum</span><span class="p">),</span>
</span><span id="L-141"><a href="#L-141"><span class="linenos">141</span></a> <span class="c1"># scalar functions</span>
</span><span id="L-142"><a href="#L-142"><span class="linenos">142</span></a> <span class="s2">&quot;ABS&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">:</span> <span class="nb">abs</span><span class="p">(</span><span class="n">this</span><span class="p">)),</span>
</span><span id="L-143"><a href="#L-143"><span class="linenos">143</span></a> <span class="s2">&quot;ADD&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">e</span><span class="p">,</span> <span class="n">this</span><span class="p">:</span> <span class="n">e</span> <span class="o">+</span> <span class="n">this</span><span class="p">),</span>
</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a> <span class="s2">&quot;ARRAYANY&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">arr</span><span class="p">,</span> <span class="n">func</span><span class="p">:</span> <span class="nb">any</span><span class="p">(</span><span class="n">func</span><span class="p">(</span><span class="n">e</span><span class="p">)</span> <span class="k">for</span> <span class="n">e</span> <span class="ow">in</span> <span class="n">arr</span><span class="p">)),</span>
</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a> <span class="s2">&quot;BETWEEN&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">low</span><span class="p">,</span> <span class="n">high</span><span class="p">:</span> <span class="n">low</span> <span class="o">&lt;=</span> <span class="n">this</span> <span class="ow">and</span> <span class="n">this</span> <span class="o">&lt;=</span> <span class="n">high</span><span class="p">),</span>
</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a> <span class="s2">&quot;BITWISEAND&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">&amp;</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a> <span class="s2">&quot;BITWISELEFTSHIFT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">&lt;&lt;</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-148"><a href="#L-148"><span class="linenos">148</span></a> <span class="s2">&quot;BITWISEOR&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">|</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-149"><a href="#L-149"><span class="linenos">149</span></a> <span class="s2">&quot;BITWISERIGHTSHIFT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">&gt;&gt;</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a> <span class="s2">&quot;BITWISEXOR&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">^</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a> <span class="s2">&quot;CAST&quot;</span><span class="p">:</span> <span class="n">cast</span><span class="p">,</span>
</span><span id="L-152"><a href="#L-152"><span class="linenos">152</span></a> <span class="s2">&quot;COALESCE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="o">*</span><span class="n">args</span><span class="p">:</span> <span class="nb">next</span><span class="p">((</span><span class="n">a</span> <span class="k">for</span> <span class="n">a</span> <span class="ow">in</span> <span class="n">args</span> <span class="k">if</span> <span class="n">a</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">),</span> <span class="kc">None</span><span class="p">),</span>
</span><span id="L-153"><a href="#L-153"><span class="linenos">153</span></a> <span class="s2">&quot;CONCAT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="o">*</span><span class="n">args</span><span class="p">:</span> <span class="s2">&quot;&quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">args</span><span class="p">)),</span>
</span><span id="L-154"><a href="#L-154"><span class="linenos">154</span></a> <span class="s2">&quot;SAFECONCAT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="o">*</span><span class="n">args</span><span class="p">:</span> <span class="s2">&quot;&quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">arg</span><span class="p">)</span> <span class="k">for</span> <span class="n">arg</span> <span class="ow">in</span> <span class="n">args</span><span class="p">)),</span>
</span><span id="L-155"><a href="#L-155"><span class="linenos">155</span></a> <span class="s2">&quot;CONCATWS&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">:</span> <span class="n">this</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">args</span><span class="p">)),</span>
</span><span id="L-156"><a href="#L-156"><span class="linenos">156</span></a> <span class="s2">&quot;DATESTRTODATE&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">arg</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">date</span><span class="o">.</span><span class="n">fromisoformat</span><span class="p">(</span><span class="n">arg</span><span class="p">)),</span>
</span><span id="L-157"><a href="#L-157"><span class="linenos">157</span></a> <span class="s2">&quot;DIV&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">e</span><span class="p">,</span> <span class="n">this</span><span class="p">:</span> <span class="n">e</span> <span class="o">/</span> <span class="n">this</span><span class="p">),</span>
</span><span id="L-158"><a href="#L-158"><span class="linenos">158</span></a> <span class="s2">&quot;DOT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">e</span><span class="p">,</span> <span class="n">this</span><span class="p">:</span> <span class="n">e</span><span class="p">[</span><span class="n">this</span><span class="p">]),</span>
</span><span id="L-159"><a href="#L-159"><span class="linenos">159</span></a> <span class="s2">&quot;EQ&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">==</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-160"><a href="#L-160"><span class="linenos">160</span></a> <span class="s2">&quot;EXTRACT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">e</span><span class="p">,</span> <span class="n">this</span><span class="p">)),</span>
</span><span id="L-161"><a href="#L-161"><span class="linenos">161</span></a> <span class="s2">&quot;GT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">&gt;</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-162"><a href="#L-162"><span class="linenos">162</span></a> <span class="s2">&quot;GTE&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">&gt;=</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-163"><a href="#L-163"><span class="linenos">163</span></a> <span class="s2">&quot;IF&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">predicate</span><span class="p">,</span> <span class="n">true</span><span class="p">,</span> <span class="n">false</span><span class="p">:</span> <span class="n">true</span> <span class="k">if</span> <span class="n">predicate</span> <span class="k">else</span> <span class="n">false</span><span class="p">,</span>
</span><span id="L-164"><a href="#L-164"><span class="linenos">164</span></a> <span class="s2">&quot;INTDIV&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">e</span><span class="p">,</span> <span class="n">this</span><span class="p">:</span> <span class="n">e</span> <span class="o">//</span> <span class="n">this</span><span class="p">),</span>
</span><span id="L-165"><a href="#L-165"><span class="linenos">165</span></a> <span class="s2">&quot;INTERVAL&quot;</span><span class="p">:</span> <span class="n">interval</span><span class="p">,</span>
</span><span id="L-166"><a href="#L-166"><span class="linenos">166</span></a> <span class="s2">&quot;LEFT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span><span class="p">[:</span><span class="n">e</span><span class="p">]),</span>
</span><span id="L-167"><a href="#L-167"><span class="linenos">167</span></a> <span class="s2">&quot;LIKE&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span>
</span><span id="L-168"><a href="#L-168"><span class="linenos">168</span></a> <span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="nb">bool</span><span class="p">(</span><span class="n">re</span><span class="o">.</span><span class="n">match</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">&quot;_&quot;</span><span class="p">,</span> <span class="s2">&quot;.&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">&quot;%&quot;</span><span class="p">,</span> <span class="s2">&quot;.*&quot;</span><span class="p">),</span> <span class="n">this</span><span class="p">))</span>
</span><span id="L-169"><a href="#L-169"><span class="linenos">169</span></a> <span class="p">),</span>
</span><span id="L-170"><a href="#L-170"><span class="linenos">170</span></a> <span class="s2">&quot;LOWER&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">arg</span><span class="p">:</span> <span class="n">arg</span><span class="o">.</span><span class="n">lower</span><span class="p">()),</span>
</span><span id="L-171"><a href="#L-171"><span class="linenos">171</span></a> <span class="s2">&quot;LT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">&lt;</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-172"><a href="#L-172"><span class="linenos">172</span></a> <span class="s2">&quot;LTE&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">&lt;=</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-173"><a href="#L-173"><span class="linenos">173</span></a> <span class="s2">&quot;MAP&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="o">*</span><span class="n">args</span><span class="p">:</span> <span class="nb">dict</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">))),</span> <span class="c1"># type: ignore</span>
</span><span id="L-174"><a href="#L-174"><span class="linenos">174</span></a> <span class="s2">&quot;MOD&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">e</span><span class="p">,</span> <span class="n">this</span><span class="p">:</span> <span class="n">e</span> <span class="o">%</span> <span class="n">this</span><span class="p">),</span>
</span><span id="L-175"><a href="#L-175"><span class="linenos">175</span></a> <span class="s2">&quot;MUL&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">e</span><span class="p">,</span> <span class="n">this</span><span class="p">:</span> <span class="n">e</span> <span class="o">*</span> <span class="n">this</span><span class="p">),</span>
</span><span id="L-176"><a href="#L-176"><span class="linenos">176</span></a> <span class="s2">&quot;NEQ&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">!=</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-177"><a href="#L-177"><span class="linenos">177</span></a> <span class="s2">&quot;ORD&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="nb">ord</span><span class="p">),</span>
</span><span id="L-178"><a href="#L-178"><span class="linenos">178</span></a> <span class="s2">&quot;ORDERED&quot;</span><span class="p">:</span> <span class="n">ordered</span><span class="p">,</span>
</span><span id="L-179"><a href="#L-179"><span class="linenos">179</span></a> <span class="s2">&quot;POW&quot;</span><span class="p">:</span> <span class="nb">pow</span><span class="p">,</span>
</span><span id="L-180"><a href="#L-180"><span class="linenos">180</span></a> <span class="s2">&quot;RIGHT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span><span class="p">[</span><span class="o">-</span><span class="n">e</span><span class="p">:]),</span>
</span><span id="L-181"><a href="#L-181"><span class="linenos">181</span></a> <span class="s2">&quot;STRPOSITION&quot;</span><span class="p">:</span> <span class="n">str_position</span><span class="p">,</span>
</span><span id="L-182"><a href="#L-182"><span class="linenos">182</span></a> <span class="s2">&quot;SUB&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">e</span><span class="p">,</span> <span class="n">this</span><span class="p">:</span> <span class="n">e</span> <span class="o">-</span> <span class="n">this</span><span class="p">),</span>
</span><span id="L-183"><a href="#L-183"><span class="linenos">183</span></a> <span class="s2">&quot;SUBSTRING&quot;</span><span class="p">:</span> <span class="n">substring</span><span class="p">,</span>
</span><span id="L-184"><a href="#L-184"><span class="linenos">184</span></a> <span class="s2">&quot;TIMESTRTOTIME&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">arg</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">fromisoformat</span><span class="p">(</span><span class="n">arg</span><span class="p">)),</span>
</span><span id="L-185"><a href="#L-185"><span class="linenos">185</span></a> <span class="s2">&quot;UPPER&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">arg</span><span class="p">:</span> <span class="n">arg</span><span class="o">.</span><span class="n">upper</span><span class="p">()),</span>
</span><span id="L-186"><a href="#L-186"><span class="linenos">186</span></a> <span class="s2">&quot;YEAR&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">arg</span><span class="p">:</span> <span class="n">arg</span><span class="o">.</span><span class="n">year</span><span class="p">),</span>
</span><span id="L-187"><a href="#L-187"><span class="linenos">187</span></a> <span class="s2">&quot;MONTH&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">arg</span><span class="p">:</span> <span class="n">arg</span><span class="o">.</span><span class="n">month</span><span class="p">),</span>
</span><span id="L-188"><a href="#L-188"><span class="linenos">188</span></a> <span class="s2">&quot;DAY&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">arg</span><span class="p">:</span> <span class="n">arg</span><span class="o">.</span><span class="n">day</span><span class="p">),</span>
</span><span id="L-189"><a href="#L-189"><span class="linenos">189</span></a> <span class="s2">&quot;CURRENTDATETIME&quot;</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">,</span>
</span><span id="L-190"><a href="#L-190"><span class="linenos">190</span></a> <span class="s2">&quot;CURRENTTIMESTAMP&quot;</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">,</span>
</span><span id="L-191"><a href="#L-191"><span class="linenos">191</span></a> <span class="s2">&quot;CURRENTTIME&quot;</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">,</span>
</span><span id="L-192"><a href="#L-192"><span class="linenos">192</span></a> <span class="s2">&quot;CURRENTDATE&quot;</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">date</span><span class="o">.</span><span class="n">today</span><span class="p">,</span>
</span><span id="L-193"><a href="#L-193"><span class="linenos">193</span></a> <span class="s2">&quot;STRFTIME&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">fmt</span><span class="p">,</span> <span class="n">arg</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">fromisoformat</span><span class="p">(</span><span class="n">arg</span><span class="p">)</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="n">fmt</span><span class="p">)),</span>
</span><span id="L-194"><a href="#L-194"><span class="linenos">194</span></a><span class="p">}</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="nd">@null_if_any</span>
</span><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a><span class="k">def</span> <span class="nf">interval</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">unit</span><span class="p">):</span>
</span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a> <span class="n">unit</span> <span class="o">=</span> <span class="n">unit</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span>
</span><span id="L-136"><a href="#L-136"><span class="linenos">136</span></a> <span class="n">plural</span> <span class="o">=</span> <span class="n">unit</span> <span class="o">+</span> <span class="s2">&quot;s&quot;</span>
</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a> <span class="k">if</span> <span class="n">plural</span> <span class="ow">in</span> <span class="n">Generator</span><span class="o">.</span><span class="n">TIME_PART_SINGULARS</span><span class="p">:</span>
</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a> <span class="n">unit</span> <span class="o">=</span> <span class="n">plural</span>
</span><span id="L-139"><a href="#L-139"><span class="linenos">139</span></a> <span class="k">return</span> <span class="n">datetime</span><span class="o">.</span><span class="n">timedelta</span><span class="p">(</span><span class="o">**</span><span class="p">{</span><span class="n">unit</span><span class="p">:</span> <span class="nb">float</span><span class="p">(</span><span class="n">this</span><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><span id="L-142"><a href="#L-142"><span class="linenos">142</span></a><span class="n">ENV</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="s2">&quot;exp&quot;</span><span class="p">:</span> <span class="n">exp</span><span class="p">,</span>
</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a> <span class="c1"># aggs</span>
</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a> <span class="s2">&quot;ARRAYAGG&quot;</span><span class="p">:</span> <span class="nb">list</span><span class="p">,</span>
</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a> <span class="s2">&quot;AVG&quot;</span><span class="p">:</span> <span class="n">filter_nulls</span><span class="p">(</span><span class="n">statistics</span><span class="o">.</span><span class="n">fmean</span> <span class="k">if</span> <span class="n">PYTHON_VERSION</span> <span class="o">&gt;=</span> <span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">8</span><span class="p">)</span> <span class="k">else</span> <span class="n">statistics</span><span class="o">.</span><span class="n">mean</span><span class="p">),</span> <span class="c1"># type: ignore</span>
</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a> <span class="s2">&quot;COUNT&quot;</span><span class="p">:</span> <span class="n">filter_nulls</span><span class="p">(</span><span class="k">lambda</span> <span class="n">acc</span><span class="p">:</span> <span class="nb">sum</span><span class="p">(</span><span class="mi">1</span> <span class="k">for</span> <span class="n">_</span> <span class="ow">in</span> <span class="n">acc</span><span class="p">),</span> <span class="kc">False</span><span class="p">),</span>
</span><span id="L-148"><a href="#L-148"><span class="linenos">148</span></a> <span class="s2">&quot;MAX&quot;</span><span class="p">:</span> <span class="n">filter_nulls</span><span class="p">(</span><span class="nb">max</span><span class="p">),</span>
</span><span id="L-149"><a href="#L-149"><span class="linenos">149</span></a> <span class="s2">&quot;MIN&quot;</span><span class="p">:</span> <span class="n">filter_nulls</span><span class="p">(</span><span class="nb">min</span><span class="p">),</span>
</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a> <span class="s2">&quot;SUM&quot;</span><span class="p">:</span> <span class="n">filter_nulls</span><span class="p">(</span><span class="nb">sum</span><span class="p">),</span>
</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a> <span class="c1"># scalar functions</span>
</span><span id="L-152"><a href="#L-152"><span class="linenos">152</span></a> <span class="s2">&quot;ABS&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">:</span> <span class="nb">abs</span><span class="p">(</span><span class="n">this</span><span class="p">)),</span>
</span><span id="L-153"><a href="#L-153"><span class="linenos">153</span></a> <span class="s2">&quot;ADD&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">e</span><span class="p">,</span> <span class="n">this</span><span class="p">:</span> <span class="n">e</span> <span class="o">+</span> <span class="n">this</span><span class="p">),</span>
</span><span id="L-154"><a href="#L-154"><span class="linenos">154</span></a> <span class="s2">&quot;ARRAYANY&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">arr</span><span class="p">,</span> <span class="n">func</span><span class="p">:</span> <span class="nb">any</span><span class="p">(</span><span class="n">func</span><span class="p">(</span><span class="n">e</span><span class="p">)</span> <span class="k">for</span> <span class="n">e</span> <span class="ow">in</span> <span class="n">arr</span><span class="p">)),</span>
</span><span id="L-155"><a href="#L-155"><span class="linenos">155</span></a> <span class="s2">&quot;BETWEEN&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">low</span><span class="p">,</span> <span class="n">high</span><span class="p">:</span> <span class="n">low</span> <span class="o">&lt;=</span> <span class="n">this</span> <span class="ow">and</span> <span class="n">this</span> <span class="o">&lt;=</span> <span class="n">high</span><span class="p">),</span>
</span><span id="L-156"><a href="#L-156"><span class="linenos">156</span></a> <span class="s2">&quot;BITWISEAND&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">&amp;</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-157"><a href="#L-157"><span class="linenos">157</span></a> <span class="s2">&quot;BITWISELEFTSHIFT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">&lt;&lt;</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-158"><a href="#L-158"><span class="linenos">158</span></a> <span class="s2">&quot;BITWISEOR&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">|</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-159"><a href="#L-159"><span class="linenos">159</span></a> <span class="s2">&quot;BITWISERIGHTSHIFT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">&gt;&gt;</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-160"><a href="#L-160"><span class="linenos">160</span></a> <span class="s2">&quot;BITWISEXOR&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">^</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-161"><a href="#L-161"><span class="linenos">161</span></a> <span class="s2">&quot;CAST&quot;</span><span class="p">:</span> <span class="n">cast</span><span class="p">,</span>
</span><span id="L-162"><a href="#L-162"><span class="linenos">162</span></a> <span class="s2">&quot;COALESCE&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="o">*</span><span class="n">args</span><span class="p">:</span> <span class="nb">next</span><span class="p">((</span><span class="n">a</span> <span class="k">for</span> <span class="n">a</span> <span class="ow">in</span> <span class="n">args</span> <span class="k">if</span> <span class="n">a</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">),</span> <span class="kc">None</span><span class="p">),</span>
</span><span id="L-163"><a href="#L-163"><span class="linenos">163</span></a> <span class="s2">&quot;CONCAT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="o">*</span><span class="n">args</span><span class="p">:</span> <span class="s2">&quot;&quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">args</span><span class="p">)),</span>
</span><span id="L-164"><a href="#L-164"><span class="linenos">164</span></a> <span class="s2">&quot;SAFECONCAT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="o">*</span><span class="n">args</span><span class="p">:</span> <span class="s2">&quot;&quot;</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">arg</span><span class="p">)</span> <span class="k">for</span> <span class="n">arg</span> <span class="ow">in</span> <span class="n">args</span><span class="p">)),</span>
</span><span id="L-165"><a href="#L-165"><span class="linenos">165</span></a> <span class="s2">&quot;CONCATWS&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="o">*</span><span class="n">args</span><span class="p">:</span> <span class="n">this</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">args</span><span class="p">)),</span>
</span><span id="L-166"><a href="#L-166"><span class="linenos">166</span></a> <span class="s2">&quot;DATEDIFF&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">expression</span><span class="p">,</span> <span class="o">*</span><span class="n">_</span><span class="p">:</span> <span class="p">(</span><span class="n">this</span> <span class="o">-</span> <span class="n">expression</span><span class="p">)</span><span class="o">.</span><span class="n">days</span><span class="p">),</span>
</span><span id="L-167"><a href="#L-167"><span class="linenos">167</span></a> <span class="s2">&quot;DATESTRTODATE&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">arg</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">date</span><span class="o">.</span><span class="n">fromisoformat</span><span class="p">(</span><span class="n">arg</span><span class="p">)),</span>
</span><span id="L-168"><a href="#L-168"><span class="linenos">168</span></a> <span class="s2">&quot;DIV&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">e</span><span class="p">,</span> <span class="n">this</span><span class="p">:</span> <span class="n">e</span> <span class="o">/</span> <span class="n">this</span><span class="p">),</span>
</span><span id="L-169"><a href="#L-169"><span class="linenos">169</span></a> <span class="s2">&quot;DOT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">e</span><span class="p">,</span> <span class="n">this</span><span class="p">:</span> <span class="n">e</span><span class="p">[</span><span class="n">this</span><span class="p">]),</span>
</span><span id="L-170"><a href="#L-170"><span class="linenos">170</span></a> <span class="s2">&quot;EQ&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">==</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-171"><a href="#L-171"><span class="linenos">171</span></a> <span class="s2">&quot;EXTRACT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">e</span><span class="p">,</span> <span class="n">this</span><span class="p">)),</span>
</span><span id="L-172"><a href="#L-172"><span class="linenos">172</span></a> <span class="s2">&quot;GT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">&gt;</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-173"><a href="#L-173"><span class="linenos">173</span></a> <span class="s2">&quot;GTE&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">&gt;=</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-174"><a href="#L-174"><span class="linenos">174</span></a> <span class="s2">&quot;IF&quot;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">predicate</span><span class="p">,</span> <span class="n">true</span><span class="p">,</span> <span class="n">false</span><span class="p">:</span> <span class="n">true</span> <span class="k">if</span> <span class="n">predicate</span> <span class="k">else</span> <span class="n">false</span><span class="p">,</span>
</span><span id="L-175"><a href="#L-175"><span class="linenos">175</span></a> <span class="s2">&quot;INTDIV&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">e</span><span class="p">,</span> <span class="n">this</span><span class="p">:</span> <span class="n">e</span> <span class="o">//</span> <span class="n">this</span><span class="p">),</span>
</span><span id="L-176"><a href="#L-176"><span class="linenos">176</span></a> <span class="s2">&quot;INTERVAL&quot;</span><span class="p">:</span> <span class="n">interval</span><span class="p">,</span>
</span><span id="L-177"><a href="#L-177"><span class="linenos">177</span></a> <span class="s2">&quot;LEFT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span><span class="p">[:</span><span class="n">e</span><span class="p">]),</span>
</span><span id="L-178"><a href="#L-178"><span class="linenos">178</span></a> <span class="s2">&quot;LIKE&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span>
</span><span id="L-179"><a href="#L-179"><span class="linenos">179</span></a> <span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="nb">bool</span><span class="p">(</span><span class="n">re</span><span class="o">.</span><span class="n">match</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">&quot;_&quot;</span><span class="p">,</span> <span class="s2">&quot;.&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">&quot;%&quot;</span><span class="p">,</span> <span class="s2">&quot;.*&quot;</span><span class="p">),</span> <span class="n">this</span><span class="p">))</span>
</span><span id="L-180"><a href="#L-180"><span class="linenos">180</span></a> <span class="p">),</span>
</span><span id="L-181"><a href="#L-181"><span class="linenos">181</span></a> <span class="s2">&quot;LOWER&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">arg</span><span class="p">:</span> <span class="n">arg</span><span class="o">.</span><span class="n">lower</span><span class="p">()),</span>
</span><span id="L-182"><a href="#L-182"><span class="linenos">182</span></a> <span class="s2">&quot;LT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">&lt;</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-183"><a href="#L-183"><span class="linenos">183</span></a> <span class="s2">&quot;LTE&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">&lt;=</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-184"><a href="#L-184"><span class="linenos">184</span></a> <span class="s2">&quot;MAP&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="o">*</span><span class="n">args</span><span class="p">:</span> <span class="nb">dict</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">))),</span> <span class="c1"># type: ignore</span>
</span><span id="L-185"><a href="#L-185"><span class="linenos">185</span></a> <span class="s2">&quot;MOD&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">e</span><span class="p">,</span> <span class="n">this</span><span class="p">:</span> <span class="n">e</span> <span class="o">%</span> <span class="n">this</span><span class="p">),</span>
</span><span id="L-186"><a href="#L-186"><span class="linenos">186</span></a> <span class="s2">&quot;MUL&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">e</span><span class="p">,</span> <span class="n">this</span><span class="p">:</span> <span class="n">e</span> <span class="o">*</span> <span class="n">this</span><span class="p">),</span>
</span><span id="L-187"><a href="#L-187"><span class="linenos">187</span></a> <span class="s2">&quot;NEQ&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span> <span class="o">!=</span> <span class="n">e</span><span class="p">),</span>
</span><span id="L-188"><a href="#L-188"><span class="linenos">188</span></a> <span class="s2">&quot;ORD&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="nb">ord</span><span class="p">),</span>
</span><span id="L-189"><a href="#L-189"><span class="linenos">189</span></a> <span class="s2">&quot;ORDERED&quot;</span><span class="p">:</span> <span class="n">ordered</span><span class="p">,</span>
</span><span id="L-190"><a href="#L-190"><span class="linenos">190</span></a> <span class="s2">&quot;POW&quot;</span><span class="p">:</span> <span class="nb">pow</span><span class="p">,</span>
</span><span id="L-191"><a href="#L-191"><span class="linenos">191</span></a> <span class="s2">&quot;RIGHT&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">this</span><span class="p">,</span> <span class="n">e</span><span class="p">:</span> <span class="n">this</span><span class="p">[</span><span class="o">-</span><span class="n">e</span><span class="p">:]),</span>
</span><span id="L-192"><a href="#L-192"><span class="linenos">192</span></a> <span class="s2">&quot;STRPOSITION&quot;</span><span class="p">:</span> <span class="n">str_position</span><span class="p">,</span>
</span><span id="L-193"><a href="#L-193"><span class="linenos">193</span></a> <span class="s2">&quot;SUB&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">e</span><span class="p">,</span> <span class="n">this</span><span class="p">:</span> <span class="n">e</span> <span class="o">-</span> <span class="n">this</span><span class="p">),</span>
</span><span id="L-194"><a href="#L-194"><span class="linenos">194</span></a> <span class="s2">&quot;SUBSTRING&quot;</span><span class="p">:</span> <span class="n">substring</span><span class="p">,</span>
</span><span id="L-195"><a href="#L-195"><span class="linenos">195</span></a> <span class="s2">&quot;TIMESTRTOTIME&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">arg</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">fromisoformat</span><span class="p">(</span><span class="n">arg</span><span class="p">)),</span>
</span><span id="L-196"><a href="#L-196"><span class="linenos">196</span></a> <span class="s2">&quot;UPPER&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">arg</span><span class="p">:</span> <span class="n">arg</span><span class="o">.</span><span class="n">upper</span><span class="p">()),</span>
</span><span id="L-197"><a href="#L-197"><span class="linenos">197</span></a> <span class="s2">&quot;YEAR&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">arg</span><span class="p">:</span> <span class="n">arg</span><span class="o">.</span><span class="n">year</span><span class="p">),</span>
</span><span id="L-198"><a href="#L-198"><span class="linenos">198</span></a> <span class="s2">&quot;MONTH&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">arg</span><span class="p">:</span> <span class="n">arg</span><span class="o">.</span><span class="n">month</span><span class="p">),</span>
</span><span id="L-199"><a href="#L-199"><span class="linenos">199</span></a> <span class="s2">&quot;DAY&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">arg</span><span class="p">:</span> <span class="n">arg</span><span class="o">.</span><span class="n">day</span><span class="p">),</span>
</span><span id="L-200"><a href="#L-200"><span class="linenos">200</span></a> <span class="s2">&quot;CURRENTDATETIME&quot;</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">,</span>
</span><span id="L-201"><a href="#L-201"><span class="linenos">201</span></a> <span class="s2">&quot;CURRENTTIMESTAMP&quot;</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">,</span>
</span><span id="L-202"><a href="#L-202"><span class="linenos">202</span></a> <span class="s2">&quot;CURRENTTIME&quot;</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">,</span>
</span><span id="L-203"><a href="#L-203"><span class="linenos">203</span></a> <span class="s2">&quot;CURRENTDATE&quot;</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">date</span><span class="o">.</span><span class="n">today</span><span class="p">,</span>
</span><span id="L-204"><a href="#L-204"><span class="linenos">204</span></a> <span class="s2">&quot;STRFTIME&quot;</span><span class="p">:</span> <span class="n">null_if_any</span><span class="p">(</span><span class="k">lambda</span> <span class="n">fmt</span><span class="p">,</span> <span class="n">arg</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">fromisoformat</span><span class="p">(</span><span class="n">arg</span><span class="p">)</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="n">fmt</span><span class="p">)),</span>
</span><span id="L-205"><a href="#L-205"><span class="linenos">205</span></a><span class="p">}</span>
</span></pre></div>
@ -506,18 +517,28 @@ def foo(a, b): ...
<div class="pdoc-code codehilite"><pre><span></span><span id="cast-101"><a href="#cast-101"><span class="linenos">101</span></a><span class="nd">@null_if_any</span>
</span><span id="cast-102"><a href="#cast-102"><span class="linenos">102</span></a><span class="k">def</span> <span class="nf">cast</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">to</span><span class="p">):</span>
</span><span id="cast-103"><a href="#cast-103"><span class="linenos">103</span></a> <span class="k">if</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">Type</span><span class="o">.</span><span class="n">DATE</span><span class="p">:</span>
</span><span id="cast-104"><a href="#cast-104"><span class="linenos">104</span></a> <span class="k">return</span> <span class="n">datetime</span><span class="o">.</span><span class="n">date</span><span class="o">.</span><span class="n">fromisoformat</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="cast-105"><a href="#cast-105"><span class="linenos">105</span></a> <span class="k">if</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">Type</span><span class="o">.</span><span class="n">DATETIME</span><span class="p">:</span>
</span><span id="cast-106"><a href="#cast-106"><span class="linenos">106</span></a> <span class="k">return</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">fromisoformat</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="cast-107"><a href="#cast-107"><span class="linenos">107</span></a> <span class="k">if</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">Type</span><span class="o">.</span><span class="n">BOOLEAN</span><span class="p">:</span>
</span><span id="cast-108"><a href="#cast-108"><span class="linenos">108</span></a> <span class="k">return</span> <span class="nb">bool</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="cast-109"><a href="#cast-109"><span class="linenos">109</span></a> <span class="k">if</span> <span class="n">to</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="cast-110"><a href="#cast-110"><span class="linenos">110</span></a> <span class="k">return</span> <span class="nb">str</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="cast-111"><a href="#cast-111"><span class="linenos">111</span></a> <span class="k">if</span> <span class="n">to</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">FLOAT</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">DOUBLE</span><span class="p">}:</span>
</span><span id="cast-112"><a href="#cast-112"><span class="linenos">112</span></a> <span class="k">return</span> <span class="nb">float</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="cast-113"><a href="#cast-113"><span class="linenos">113</span></a> <span class="k">if</span> <span class="n">to</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">NUMERIC_TYPES</span><span class="p">:</span>
</span><span id="cast-114"><a href="#cast-114"><span class="linenos">114</span></a> <span class="k">return</span> <span class="nb">int</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="cast-115"><a href="#cast-115"><span class="linenos">115</span></a> <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Casting to &#39;</span><span class="si">{</span><span class="n">to</span><span class="si">}</span><span class="s2">&#39; not implemented.&quot;</span><span class="p">)</span>
</span><span id="cast-104"><a href="#cast-104"><span class="linenos">104</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">):</span>
</span><span id="cast-105"><a href="#cast-105"><span class="linenos">105</span></a> <span class="k">return</span> <span class="n">this</span><span class="o">.</span><span class="n">date</span><span class="p">()</span>
</span><span id="cast-106"><a href="#cast-106"><span class="linenos">106</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">datetime</span><span class="o">.</span><span class="n">date</span><span class="p">):</span>
</span><span id="cast-107"><a href="#cast-107"><span class="linenos">107</span></a> <span class="k">return</span> <span class="n">this</span>
</span><span id="cast-108"><a href="#cast-108"><span class="linenos">108</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
</span><span id="cast-109"><a href="#cast-109"><span class="linenos">109</span></a> <span class="k">return</span> <span class="n">datetime</span><span class="o">.</span><span class="n">date</span><span class="o">.</span><span class="n">fromisoformat</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="cast-110"><a href="#cast-110"><span class="linenos">110</span></a> <span class="k">if</span> <span class="n">to</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">DATETIME</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">TIMESTAMP</span><span class="p">):</span>
</span><span id="cast-111"><a href="#cast-111"><span class="linenos">111</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">):</span>
</span><span id="cast-112"><a href="#cast-112"><span class="linenos">112</span></a> <span class="k">return</span> <span class="n">this</span>
</span><span id="cast-113"><a href="#cast-113"><span class="linenos">113</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">datetime</span><span class="o">.</span><span class="n">date</span><span class="p">):</span>
</span><span id="cast-114"><a href="#cast-114"><span class="linenos">114</span></a> <span class="k">return</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">(</span><span class="n">this</span><span class="o">.</span><span class="n">year</span><span class="p">,</span> <span class="n">this</span><span class="o">.</span><span class="n">month</span><span class="p">,</span> <span class="n">this</span><span class="o">.</span><span class="n">day</span><span class="p">)</span>
</span><span id="cast-115"><a href="#cast-115"><span class="linenos">115</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
</span><span id="cast-116"><a href="#cast-116"><span class="linenos">116</span></a> <span class="k">return</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">fromisoformat</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="cast-117"><a href="#cast-117"><span class="linenos">117</span></a> <span class="k">if</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">Type</span><span class="o">.</span><span class="n">BOOLEAN</span><span class="p">:</span>
</span><span id="cast-118"><a href="#cast-118"><span class="linenos">118</span></a> <span class="k">return</span> <span class="nb">bool</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="cast-119"><a href="#cast-119"><span class="linenos">119</span></a> <span class="k">if</span> <span class="n">to</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="cast-120"><a href="#cast-120"><span class="linenos">120</span></a> <span class="k">return</span> <span class="nb">str</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="cast-121"><a href="#cast-121"><span class="linenos">121</span></a> <span class="k">if</span> <span class="n">to</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">FLOAT</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">DOUBLE</span><span class="p">}:</span>
</span><span id="cast-122"><a href="#cast-122"><span class="linenos">122</span></a> <span class="k">return</span> <span class="nb">float</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="cast-123"><a href="#cast-123"><span class="linenos">123</span></a> <span class="k">if</span> <span class="n">to</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">NUMERIC_TYPES</span><span class="p">:</span>
</span><span id="cast-124"><a href="#cast-124"><span class="linenos">124</span></a> <span class="k">return</span> <span class="nb">int</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="cast-125"><a href="#cast-125"><span class="linenos">125</span></a> <span class="k">raise</span> <span class="ne">NotImplementedError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Casting </span><span class="si">{</span><span class="n">this</span><span class="si">}</span><span class="s2"> to &#39;</span><span class="si">{</span><span class="n">to</span><span class="si">}</span><span class="s2">&#39; not implemented.&quot;</span><span class="p">)</span>
</span></pre></div>
@ -535,10 +556,10 @@ def foo(a, b): ...
</div>
<a class="headerlink" href="#ordered"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="ordered-118"><a href="#ordered-118"><span class="linenos">118</span></a><span class="k">def</span> <span class="nf">ordered</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">desc</span><span class="p">,</span> <span class="n">nulls_first</span><span class="p">):</span>
</span><span id="ordered-119"><a href="#ordered-119"><span class="linenos">119</span></a> <span class="k">if</span> <span class="n">desc</span><span class="p">:</span>
</span><span id="ordered-120"><a href="#ordered-120"><span class="linenos">120</span></a> <span class="k">return</span> <span class="n">reverse_key</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="ordered-121"><a href="#ordered-121"><span class="linenos">121</span></a> <span class="k">return</span> <span class="n">this</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="ordered-128"><a href="#ordered-128"><span class="linenos">128</span></a><span class="k">def</span> <span class="nf">ordered</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">desc</span><span class="p">,</span> <span class="n">nulls_first</span><span class="p">):</span>
</span><span id="ordered-129"><a href="#ordered-129"><span class="linenos">129</span></a> <span class="k">if</span> <span class="n">desc</span><span class="p">:</span>
</span><span id="ordered-130"><a href="#ordered-130"><span class="linenos">130</span></a> <span class="k">return</span> <span class="n">reverse_key</span><span class="p">(</span><span class="n">this</span><span class="p">)</span>
</span><span id="ordered-131"><a href="#ordered-131"><span class="linenos">131</span></a> <span class="k">return</span> <span class="n">this</span>
</span></pre></div>
@ -557,13 +578,13 @@ def foo(a, b): ...
</div>
<a class="headerlink" href="#interval"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="interval-124"><a href="#interval-124"><span class="linenos">124</span></a><span class="nd">@null_if_any</span>
</span><span id="interval-125"><a href="#interval-125"><span class="linenos">125</span></a><span class="k">def</span> <span class="nf">interval</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">unit</span><span class="p">):</span>
</span><span id="interval-126"><a href="#interval-126"><span class="linenos">126</span></a> <span class="n">unit</span> <span class="o">=</span> <span class="n">unit</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span>
</span><span id="interval-127"><a href="#interval-127"><span class="linenos">127</span></a> <span class="n">plural</span> <span class="o">=</span> <span class="n">unit</span> <span class="o">+</span> <span class="s2">&quot;s&quot;</span>
</span><span id="interval-128"><a href="#interval-128"><span class="linenos">128</span></a> <span class="k">if</span> <span class="n">plural</span> <span class="ow">in</span> <span class="n">Generator</span><span class="o">.</span><span class="n">TIME_PART_SINGULARS</span><span class="p">:</span>
</span><span id="interval-129"><a href="#interval-129"><span class="linenos">129</span></a> <span class="n">unit</span> <span class="o">=</span> <span class="n">plural</span>
</span><span id="interval-130"><a href="#interval-130"><span class="linenos">130</span></a> <span class="k">return</span> <span class="n">datetime</span><span class="o">.</span><span class="n">timedelta</span><span class="p">(</span><span class="o">**</span><span class="p">{</span><span class="n">unit</span><span class="p">:</span> <span class="nb">float</span><span class="p">(</span><span class="n">this</span><span class="p">)})</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="interval-134"><a href="#interval-134"><span class="linenos">134</span></a><span class="nd">@null_if_any</span>
</span><span id="interval-135"><a href="#interval-135"><span class="linenos">135</span></a><span class="k">def</span> <span class="nf">interval</span><span class="p">(</span><span class="n">this</span><span class="p">,</span> <span class="n">unit</span><span class="p">):</span>
</span><span id="interval-136"><a href="#interval-136"><span class="linenos">136</span></a> <span class="n">unit</span> <span class="o">=</span> <span class="n">unit</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span>
</span><span id="interval-137"><a href="#interval-137"><span class="linenos">137</span></a> <span class="n">plural</span> <span class="o">=</span> <span class="n">unit</span> <span class="o">+</span> <span class="s2">&quot;s&quot;</span>
</span><span id="interval-138"><a href="#interval-138"><span class="linenos">138</span></a> <span class="k">if</span> <span class="n">plural</span> <span class="ow">in</span> <span class="n">Generator</span><span class="o">.</span><span class="n">TIME_PART_SINGULARS</span><span class="p">:</span>
</span><span id="interval-139"><a href="#interval-139"><span class="linenos">139</span></a> <span class="n">unit</span> <span class="o">=</span> <span class="n">plural</span>
</span><span id="interval-140"><a href="#interval-140"><span class="linenos">140</span></a> <span class="k">return</span> <span class="n">datetime</span><span class="o">.</span><span class="n">timedelta</span><span class="p">(</span><span class="o">**</span><span class="p">{</span><span class="n">unit</span><span class="p">:</span> <span class="nb">float</span><span class="p">(</span><span class="n">this</span><span class="p">)})</span>
</span></pre></div>
@ -574,7 +595,7 @@ def foo(a, b): ...
<div class="attr variable">
<span class="name">ENV</span> =
<input id="ENV-view-value" class="view-value-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
<label class="view-value-button pdoc-button" for="ENV-view-value"></label><span class="default_value">{&#39;exp&#39;: &lt;module &#39;<a href="../expressions.html">sqlglot.expressions</a>&#39; from &#39;/home/runner/work/sqlglot/sqlglot/sqlglot/expressions.py&#39;&gt;, &#39;ARRAYAGG&#39;: &lt;class &#39;list&#39;&gt;, &#39;AVG&#39;: &lt;function fmean&gt;, &#39;COUNT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;MAX&#39;: &lt;function max&gt;, &#39;MIN&#39;: &lt;function min&gt;, &#39;SUM&#39;: &lt;function sum&gt;, &#39;ABS&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;ADD&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;ARRAYANY&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;BETWEEN&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;BITWISEAND&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;BITWISELEFTSHIFT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;BITWISEOR&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;BITWISERIGHTSHIFT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;BITWISEXOR&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;CAST&#39;: &lt;function cast&gt;, &#39;COALESCE&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;CONCAT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;SAFECONCAT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;CONCATWS&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;DATESTRTODATE&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;DIV&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;DOT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;EQ&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;EXTRACT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;GT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;GTE&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;IF&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;INTDIV&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;INTERVAL&#39;: &lt;function interval&gt;, &#39;LEFT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;LIKE&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;LOWER&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;LT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;LTE&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;MAP&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;MOD&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;MUL&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;NEQ&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;ORD&#39;: &lt;function ord&gt;, &#39;ORDERED&#39;: &lt;function ordered&gt;, &#39;POW&#39;: &lt;built-in function pow&gt;, &#39;RIGHT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;STRPOSITION&#39;: &lt;function str_position&gt;, &#39;SUB&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;SUBSTRING&#39;: &lt;function substring&gt;, &#39;TIMESTRTOTIME&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;UPPER&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;YEAR&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;MONTH&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;DAY&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;CURRENTDATETIME&#39;: &lt;built-in method now of type object&gt;, &#39;CURRENTTIMESTAMP&#39;: &lt;built-in method now of type object&gt;, &#39;CURRENTTIME&#39;: &lt;built-in method now of type object&gt;, &#39;CURRENTDATE&#39;: &lt;built-in method today of type object&gt;, &#39;STRFTIME&#39;: &lt;function &lt;lambda&gt;&gt;}</span>
<label class="view-value-button pdoc-button" for="ENV-view-value"></label><span class="default_value">{&#39;exp&#39;: &lt;module &#39;<a href="../expressions.html">sqlglot.expressions</a>&#39; from &#39;/home/runner/work/sqlglot/sqlglot/sqlglot/expressions.py&#39;&gt;, &#39;ARRAYAGG&#39;: &lt;class &#39;list&#39;&gt;, &#39;AVG&#39;: &lt;function fmean&gt;, &#39;COUNT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;MAX&#39;: &lt;function max&gt;, &#39;MIN&#39;: &lt;function min&gt;, &#39;SUM&#39;: &lt;function sum&gt;, &#39;ABS&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;ADD&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;ARRAYANY&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;BETWEEN&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;BITWISEAND&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;BITWISELEFTSHIFT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;BITWISEOR&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;BITWISERIGHTSHIFT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;BITWISEXOR&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;CAST&#39;: &lt;function cast&gt;, &#39;COALESCE&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;CONCAT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;SAFECONCAT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;CONCATWS&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;DATEDIFF&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;DATESTRTODATE&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;DIV&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;DOT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;EQ&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;EXTRACT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;GT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;GTE&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;IF&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;INTDIV&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;INTERVAL&#39;: &lt;function interval&gt;, &#39;LEFT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;LIKE&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;LOWER&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;LT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;LTE&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;MAP&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;MOD&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;MUL&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;NEQ&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;ORD&#39;: &lt;function ord&gt;, &#39;ORDERED&#39;: &lt;function ordered&gt;, &#39;POW&#39;: &lt;built-in function pow&gt;, &#39;RIGHT&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;STRPOSITION&#39;: &lt;function str_position&gt;, &#39;SUB&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;SUBSTRING&#39;: &lt;function substring&gt;, &#39;TIMESTRTOTIME&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;UPPER&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;YEAR&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;MONTH&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;DAY&#39;: &lt;function &lt;lambda&gt;&gt;, &#39;CURRENTDATETIME&#39;: &lt;built-in method now of type object&gt;, &#39;CURRENTTIMESTAMP&#39;: &lt;built-in method now of type object&gt;, &#39;CURRENTTIME&#39;: &lt;built-in method now of type object&gt;, &#39;CURRENTDATE&#39;: &lt;built-in method today of type object&gt;, &#39;STRFTIME&#39;: &lt;function &lt;lambda&gt;&gt;}</span>
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@ -565,7 +565,7 @@ queries if it would result in multiple table selects in a single query:</p>
<div class="attr variable">
<span class="name">UNMERGABLE_ARGS</span> =
<input id="UNMERGABLE_ARGS-view-value" class="view-value-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
<label class="view-value-button pdoc-button" for="UNMERGABLE_ARGS-view-value"></label><span class="default_value">{&#39;sort&#39;, &#39;group&#39;, &#39;cluster&#39;, &#39;offset&#39;, &#39;distinct&#39;, &#39;pivots&#39;, &#39;limit&#39;, &#39;qualify&#39;, &#39;format&#39;, &#39;with&#39;, &#39;settings&#39;, &#39;locks&#39;, &#39;into&#39;, &#39;distribute&#39;, &#39;laterals&#39;, &#39;windows&#39;, &#39;match&#39;, &#39;sample&#39;, &#39;kind&#39;, &#39;having&#39;}</span>
<label class="view-value-button pdoc-button" for="UNMERGABLE_ARGS-view-value"></label><span class="default_value">{&#39;cluster&#39;, &#39;laterals&#39;, &#39;into&#39;, &#39;match&#39;, &#39;qualify&#39;, &#39;locks&#39;, &#39;sort&#39;, &#39;sample&#39;, &#39;group&#39;, &#39;format&#39;, &#39;with&#39;, &#39;offset&#39;, &#39;windows&#39;, &#39;limit&#39;, &#39;kind&#39;, &#39;distribute&#39;, &#39;having&#39;, &#39;distinct&#39;, &#39;pivots&#39;, &#39;settings&#39;}</span>
</div>

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@ -48,9 +48,6 @@
<li>
<a class="function" href="#explode_to_unnest">explode_to_unnest</a>
</li>
<li>
<a class="function" href="#remove_target_from_merge">remove_target_from_merge</a>
</li>
<li>
<a class="function" href="#remove_within_group_for_percentiles">remove_within_group_for_percentiles</a>
</li>
@ -212,199 +209,182 @@
</span><span id="L-124"><a href="#L-124"><span class="linenos">124</span></a><span class="sd"> other expressions. This transforms removes the precision from parameterized types in expressions.</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 class="k">for</span> <span class="n">node</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">DataType</span><span class="p">):</span>
</span><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a> <span class="n">node</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">e</span> <span class="k">for</span> <span class="n">e</span> <span class="ow">in</span> <span class="n">node</span><span class="o">.</span><span class="n">expressions</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">e</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-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="k">return</span> <span class="n">expression</span>
</span><span id="L-127"><a href="#L-127"><span class="linenos">127</span></a> <span class="n">node</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
</span><span id="L-128"><a href="#L-128"><span class="linenos">128</span></a> <span class="s2">&quot;expressions&quot;</span><span class="p">,</span> <span class="p">[</span><span class="n">e</span> <span class="k">for</span> <span class="n">e</span> <span class="ow">in</span> <span class="n">node</span><span class="o">.</span><span class="n">expressions</span> <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">e</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataTypeSize</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><span id="L-131"><a href="#L-131"><span class="linenos">131</span></a>
</span><span id="L-132"><a href="#L-132"><span class="linenos">132</span></a><span class="k">def</span> <span class="nf">unnest_to_explode</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-133"><a href="#L-133"><span class="linenos">133</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Convert cross join unnest into lateral view explode (used in presto -&gt; hive).&quot;&quot;&quot;</span>
</span><span id="L-134"><a href="#L-134"><span class="linenos">134</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">Select</span><span class="p">):</span>
</span><span id="L-135"><a href="#L-135"><span class="linenos">135</span></a> <span class="k">for</span> <span class="n">join</span> <span class="ow">in</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;joins&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="p">[]:</span>
</span><span id="L-136"><a href="#L-136"><span class="linenos">136</span></a> <span class="n">unnest</span> <span class="o">=</span> <span class="n">join</span><span class="o">.</span><span class="n">this</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">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">unnest</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Unnest</span><span class="p">):</span>
</span><span id="L-139"><a href="#L-139"><span class="linenos">139</span></a> <span class="n">alias</span> <span class="o">=</span> <span class="n">unnest</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-140"><a href="#L-140"><span class="linenos">140</span></a> <span class="n">udtf</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">Posexplode</span> <span class="k">if</span> <span class="n">unnest</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;ordinality&quot;</span><span class="p">)</span> <span class="k">else</span> <span class="n">exp</span><span class="o">.</span><span class="n">Explode</span>
</span><span id="L-141"><a href="#L-141"><span class="linenos">141</span></a>
</span><span id="L-142"><a href="#L-142"><span class="linenos">142</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;joins&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="n">join</span><span class="p">)</span>
</span><span id="L-131"><a href="#L-131"><span class="linenos">131</span></a> <span class="k">return</span> <span class="n">expression</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><span id="L-134"><a href="#L-134"><span class="linenos">134</span></a><span class="k">def</span> <span class="nf">unnest_to_explode</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-135"><a href="#L-135"><span class="linenos">135</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Convert cross join unnest into lateral view explode (used in presto -&gt; hive).&quot;&quot;&quot;</span>
</span><span id="L-136"><a href="#L-136"><span class="linenos">136</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">Select</span><span class="p">):</span>
</span><span id="L-137"><a href="#L-137"><span class="linenos">137</span></a> <span class="k">for</span> <span class="n">join</span> <span class="ow">in</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;joins&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="p">[]:</span>
</span><span id="L-138"><a href="#L-138"><span class="linenos">138</span></a> <span class="n">unnest</span> <span class="o">=</span> <span class="n">join</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-139"><a href="#L-139"><span class="linenos">139</span></a>
</span><span id="L-140"><a href="#L-140"><span class="linenos">140</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">unnest</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Unnest</span><span class="p">):</span>
</span><span id="L-141"><a href="#L-141"><span class="linenos">141</span></a> <span class="n">alias</span> <span class="o">=</span> <span class="n">unnest</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-142"><a href="#L-142"><span class="linenos">142</span></a> <span class="n">udtf</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">Posexplode</span> <span class="k">if</span> <span class="n">unnest</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;ordinality&quot;</span><span class="p">)</span> <span class="k">else</span> <span class="n">exp</span><span class="o">.</span><span class="n">Explode</span>
</span><span id="L-143"><a href="#L-143"><span class="linenos">143</span></a>
</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a> <span class="k">for</span> <span class="n">e</span><span class="p">,</span> <span class="n">column</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">unnest</span><span class="o">.</span><span class="n">expressions</span><span class="p">,</span> <span class="n">alias</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="n">alias</span> <span class="k">else</span> <span class="p">[]):</span>
</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">append</span><span class="p">(</span>
</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a> <span class="s2">&quot;laterals&quot;</span><span class="p">,</span>
</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Lateral</span><span class="p">(</span>
</span><span id="L-148"><a href="#L-148"><span class="linenos">148</span></a> <span class="n">this</span><span class="o">=</span><span class="n">udtf</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">e</span><span class="p">),</span>
</span><span id="L-149"><a href="#L-149"><span class="linenos">149</span></a> <span class="n">view</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a> <span class="n">alias</span><span class="o">=</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">alias</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="n">column</span><span class="p">]),</span> <span class="c1"># type: ignore</span>
</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a> <span class="p">),</span>
</span><span id="L-152"><a href="#L-152"><span class="linenos">152</span></a> <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">return</span> <span class="n">expression</span>
</span><span id="L-144"><a href="#L-144"><span class="linenos">144</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;joins&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="n">join</span><span class="p">)</span>
</span><span id="L-145"><a href="#L-145"><span class="linenos">145</span></a>
</span><span id="L-146"><a href="#L-146"><span class="linenos">146</span></a> <span class="k">for</span> <span class="n">e</span><span class="p">,</span> <span class="n">column</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">unnest</span><span class="o">.</span><span class="n">expressions</span><span class="p">,</span> <span class="n">alias</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="n">alias</span> <span class="k">else</span> <span class="p">[]):</span>
</span><span id="L-147"><a href="#L-147"><span class="linenos">147</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">append</span><span class="p">(</span>
</span><span id="L-148"><a href="#L-148"><span class="linenos">148</span></a> <span class="s2">&quot;laterals&quot;</span><span class="p">,</span>
</span><span id="L-149"><a href="#L-149"><span class="linenos">149</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Lateral</span><span class="p">(</span>
</span><span id="L-150"><a href="#L-150"><span class="linenos">150</span></a> <span class="n">this</span><span class="o">=</span><span class="n">udtf</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">e</span><span class="p">),</span>
</span><span id="L-151"><a href="#L-151"><span class="linenos">151</span></a> <span class="n">view</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
</span><span id="L-152"><a href="#L-152"><span class="linenos">152</span></a> <span class="n">alias</span><span class="o">=</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">alias</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="n">column</span><span class="p">]),</span> <span class="c1"># type: ignore</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="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><span id="L-157"><a href="#L-157"><span class="linenos">157</span></a><span class="k">def</span> <span class="nf">explode_to_unnest</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-158"><a href="#L-158"><span class="linenos">158</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Convert explode/posexplode into unnest (used in hive -&gt; presto).&quot;&quot;&quot;</span>
</span><span id="L-159"><a href="#L-159"><span class="linenos">159</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">Select</span><span class="p">):</span>
</span><span id="L-160"><a href="#L-160"><span class="linenos">160</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><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="n">taken_select_names</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">named_selects</span><span class="p">)</span>
</span><span id="L-163"><a href="#L-163"><span class="linenos">163</span></a> <span class="n">taken_source_names</span> <span class="o">=</span> <span class="p">{</span><span class="n">name</span> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">_</span> <span class="ow">in</span> <span class="n">Scope</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span><span class="o">.</span><span class="n">references</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">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">:</span>
</span><span id="L-166"><a href="#L-166"><span class="linenos">166</span></a> <span class="n">to_replace</span> <span class="o">=</span> <span class="n">select</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="n">pos_alias</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
</span><span id="L-169"><a href="#L-169"><span class="linenos">169</span></a> <span class="n">explode_alias</span> <span class="o">=</span> <span class="s2">&quot;&quot;</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">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Alias</span><span class="p">):</span>
</span><span id="L-172"><a href="#L-172"><span class="linenos">172</span></a> <span class="n">explode_alias</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">alias</span>
</span><span id="L-173"><a href="#L-173"><span class="linenos">173</span></a> <span class="n">select</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-174"><a href="#L-174"><span class="linenos">174</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Aliases</span><span class="p">):</span>
</span><span id="L-175"><a href="#L-175"><span class="linenos">175</span></a> <span class="n">pos_alias</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">aliases</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">name</span>
</span><span id="L-176"><a href="#L-176"><span class="linenos">176</span></a> <span class="n">explode_alias</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">aliases</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">name</span>
</span><span id="L-177"><a href="#L-177"><span class="linenos">177</span></a> <span class="n">select</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-178"><a href="#L-178"><span class="linenos">178</span></a>
</span><span id="L-179"><a href="#L-179"><span class="linenos">179</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Explode</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Posexplode</span><span class="p">)):</span>
</span><span id="L-180"><a href="#L-180"><span class="linenos">180</span></a> <span class="n">is_posexplode</span> <span class="o">=</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Posexplode</span><span class="p">)</span>
</span><span id="L-181"><a href="#L-181"><span class="linenos">181</span></a>
</span><span id="L-182"><a href="#L-182"><span class="linenos">182</span></a> <span class="n">explode_arg</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-183"><a href="#L-183"><span class="linenos">183</span></a> <span class="n">unnest</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">Unnest</span><span class="p">(</span><span class="n">expressions</span><span class="o">=</span><span class="p">[</span><span class="n">explode_arg</span><span class="o">.</span><span class="n">copy</span><span class="p">()],</span> <span class="n">ordinality</span><span class="o">=</span><span class="n">is_posexplode</span><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="c1"># This ensures that we won&#39;t use [POS]EXPLODE&#39;s argument as a new selection</span>
</span><span id="L-186"><a href="#L-186"><span class="linenos">186</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">explode_arg</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-187"><a href="#L-187"><span class="linenos">187</span></a> <span class="n">taken_select_names</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">explode_arg</span><span class="o">.</span><span class="n">output_name</span><span class="p">)</span>
</span><span id="L-188"><a href="#L-188"><span class="linenos">188</span></a>
</span><span id="L-189"><a href="#L-189"><span class="linenos">189</span></a> <span class="n">unnest_source_alias</span> <span class="o">=</span> <span class="n">find_new_name</span><span class="p">(</span><span class="n">taken_source_names</span><span class="p">,</span> <span class="s2">&quot;_u&quot;</span><span class="p">)</span>
</span><span id="L-190"><a href="#L-190"><span class="linenos">190</span></a> <span class="n">taken_source_names</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">unnest_source_alias</span><span class="p">)</span>
</span><span id="L-191"><a href="#L-191"><span class="linenos">191</span></a>
</span><span id="L-192"><a href="#L-192"><span class="linenos">192</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">explode_alias</span><span class="p">:</span>
</span><span id="L-193"><a href="#L-193"><span class="linenos">193</span></a> <span class="n">explode_alias</span> <span class="o">=</span> <span class="n">find_new_name</span><span class="p">(</span><span class="n">taken_select_names</span><span class="p">,</span> <span class="s2">&quot;col&quot;</span><span class="p">)</span>
</span><span id="L-194"><a href="#L-194"><span class="linenos">194</span></a> <span class="n">taken_select_names</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">explode_alias</span><span class="p">)</span>
</span><span id="L-195"><a href="#L-195"><span class="linenos">195</span></a>
</span><span id="L-196"><a href="#L-196"><span class="linenos">196</span></a> <span class="k">if</span> <span class="n">is_posexplode</span><span class="p">:</span>
</span><span id="L-197"><a href="#L-197"><span class="linenos">197</span></a> <span class="n">pos_alias</span> <span class="o">=</span> <span class="n">find_new_name</span><span class="p">(</span><span class="n">taken_select_names</span><span class="p">,</span> <span class="s2">&quot;pos&quot;</span><span class="p">)</span>
</span><span id="L-198"><a href="#L-198"><span class="linenos">198</span></a> <span class="n">taken_select_names</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">pos_alias</span><span class="p">)</span>
</span><span id="L-199"><a href="#L-199"><span class="linenos">199</span></a>
</span><span id="L-200"><a href="#L-200"><span class="linenos">200</span></a> <span class="k">if</span> <span class="n">is_posexplode</span><span class="p">:</span>
</span><span id="L-201"><a href="#L-201"><span class="linenos">201</span></a> <span class="n">column_names</span> <span class="o">=</span> <span class="p">[</span><span class="n">explode_alias</span><span class="p">,</span> <span class="n">pos_alias</span><span class="p">]</span>
</span><span id="L-202"><a href="#L-202"><span class="linenos">202</span></a> <span class="n">to_replace</span><span class="o">.</span><span class="n">pop</span><span class="p">()</span>
</span><span id="L-203"><a href="#L-203"><span class="linenos">203</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="n">pos_alias</span><span class="p">,</span> <span class="n">explode_alias</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-204"><a href="#L-204"><span class="linenos">204</span></a> <span class="k">else</span><span class="p">:</span>
</span><span id="L-205"><a href="#L-205"><span class="linenos">205</span></a> <span class="n">column_names</span> <span class="o">=</span> <span class="p">[</span><span class="n">explode_alias</span><span class="p">]</span>
</span><span id="L-206"><a href="#L-206"><span class="linenos">206</span></a> <span class="n">to_replace</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">explode_alias</span><span class="p">))</span>
</span><span id="L-207"><a href="#L-207"><span class="linenos">207</span></a>
</span><span id="L-208"><a href="#L-208"><span class="linenos">208</span></a> <span class="n">unnest</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">alias_</span><span class="p">(</span><span class="n">unnest</span><span class="p">,</span> <span class="n">unnest_source_alias</span><span class="p">,</span> <span class="n">table</span><span class="o">=</span><span class="n">column_names</span><span class="p">)</span>
</span><span id="L-156"><a href="#L-156"><span class="linenos">156</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="L-157"><a href="#L-157"><span class="linenos">157</span></a>
</span><span id="L-158"><a href="#L-158"><span class="linenos">158</span></a>
</span><span id="L-159"><a href="#L-159"><span class="linenos">159</span></a><span class="k">def</span> <span class="nf">explode_to_unnest</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-160"><a href="#L-160"><span class="linenos">160</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Convert explode/posexplode into unnest (used in hive -&gt; presto).&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="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">Select</span><span class="p">):</span>
</span><span id="L-162"><a href="#L-162"><span class="linenos">162</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><span id="L-163"><a href="#L-163"><span class="linenos">163</span></a>
</span><span id="L-164"><a href="#L-164"><span class="linenos">164</span></a> <span class="n">taken_select_names</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">named_selects</span><span class="p">)</span>
</span><span id="L-165"><a href="#L-165"><span class="linenos">165</span></a> <span class="n">taken_source_names</span> <span class="o">=</span> <span class="p">{</span><span class="n">name</span> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">_</span> <span class="ow">in</span> <span class="n">Scope</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span><span class="o">.</span><span class="n">references</span><span class="p">}</span>
</span><span id="L-166"><a href="#L-166"><span class="linenos">166</span></a>
</span><span id="L-167"><a href="#L-167"><span class="linenos">167</span></a> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">:</span>
</span><span id="L-168"><a href="#L-168"><span class="linenos">168</span></a> <span class="n">to_replace</span> <span class="o">=</span> <span class="n">select</span>
</span><span id="L-169"><a href="#L-169"><span class="linenos">169</span></a>
</span><span id="L-170"><a href="#L-170"><span class="linenos">170</span></a> <span class="n">pos_alias</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
</span><span id="L-171"><a href="#L-171"><span class="linenos">171</span></a> <span class="n">explode_alias</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
</span><span id="L-172"><a href="#L-172"><span class="linenos">172</span></a>
</span><span id="L-173"><a href="#L-173"><span class="linenos">173</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Alias</span><span class="p">):</span>
</span><span id="L-174"><a href="#L-174"><span class="linenos">174</span></a> <span class="n">explode_alias</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">alias</span>
</span><span id="L-175"><a href="#L-175"><span class="linenos">175</span></a> <span class="n">select</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-176"><a href="#L-176"><span class="linenos">176</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Aliases</span><span class="p">):</span>
</span><span id="L-177"><a href="#L-177"><span class="linenos">177</span></a> <span class="n">pos_alias</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">aliases</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">name</span>
</span><span id="L-178"><a href="#L-178"><span class="linenos">178</span></a> <span class="n">explode_alias</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">aliases</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">name</span>
</span><span id="L-179"><a href="#L-179"><span class="linenos">179</span></a> <span class="n">select</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-180"><a href="#L-180"><span class="linenos">180</span></a>
</span><span id="L-181"><a href="#L-181"><span class="linenos">181</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Explode</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Posexplode</span><span class="p">)):</span>
</span><span id="L-182"><a href="#L-182"><span class="linenos">182</span></a> <span class="n">is_posexplode</span> <span class="o">=</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Posexplode</span><span class="p">)</span>
</span><span id="L-183"><a href="#L-183"><span class="linenos">183</span></a>
</span><span id="L-184"><a href="#L-184"><span class="linenos">184</span></a> <span class="n">explode_arg</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-185"><a href="#L-185"><span class="linenos">185</span></a> <span class="n">unnest</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">Unnest</span><span class="p">(</span><span class="n">expressions</span><span class="o">=</span><span class="p">[</span><span class="n">explode_arg</span><span class="o">.</span><span class="n">copy</span><span class="p">()],</span> <span class="n">ordinality</span><span class="o">=</span><span class="n">is_posexplode</span><span class="p">)</span>
</span><span id="L-186"><a href="#L-186"><span class="linenos">186</span></a>
</span><span id="L-187"><a href="#L-187"><span class="linenos">187</span></a> <span class="c1"># This ensures that we won&#39;t use [POS]EXPLODE&#39;s argument as a new selection</span>
</span><span id="L-188"><a href="#L-188"><span class="linenos">188</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">explode_arg</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-189"><a href="#L-189"><span class="linenos">189</span></a> <span class="n">taken_select_names</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">explode_arg</span><span class="o">.</span><span class="n">output_name</span><span class="p">)</span>
</span><span id="L-190"><a href="#L-190"><span class="linenos">190</span></a>
</span><span id="L-191"><a href="#L-191"><span class="linenos">191</span></a> <span class="n">unnest_source_alias</span> <span class="o">=</span> <span class="n">find_new_name</span><span class="p">(</span><span class="n">taken_source_names</span><span class="p">,</span> <span class="s2">&quot;_u&quot;</span><span class="p">)</span>
</span><span id="L-192"><a href="#L-192"><span class="linenos">192</span></a> <span class="n">taken_source_names</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">unnest_source_alias</span><span class="p">)</span>
</span><span id="L-193"><a href="#L-193"><span class="linenos">193</span></a>
</span><span id="L-194"><a href="#L-194"><span class="linenos">194</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">explode_alias</span><span class="p">:</span>
</span><span id="L-195"><a href="#L-195"><span class="linenos">195</span></a> <span class="n">explode_alias</span> <span class="o">=</span> <span class="n">find_new_name</span><span class="p">(</span><span class="n">taken_select_names</span><span class="p">,</span> <span class="s2">&quot;col&quot;</span><span class="p">)</span>
</span><span id="L-196"><a href="#L-196"><span class="linenos">196</span></a> <span class="n">taken_select_names</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">explode_alias</span><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="k">if</span> <span class="n">is_posexplode</span><span class="p">:</span>
</span><span id="L-199"><a href="#L-199"><span class="linenos">199</span></a> <span class="n">pos_alias</span> <span class="o">=</span> <span class="n">find_new_name</span><span class="p">(</span><span class="n">taken_select_names</span><span class="p">,</span> <span class="s2">&quot;pos&quot;</span><span class="p">)</span>
</span><span id="L-200"><a href="#L-200"><span class="linenos">200</span></a> <span class="n">taken_select_names</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">pos_alias</span><span class="p">)</span>
</span><span id="L-201"><a href="#L-201"><span class="linenos">201</span></a>
</span><span id="L-202"><a href="#L-202"><span class="linenos">202</span></a> <span class="k">if</span> <span class="n">is_posexplode</span><span class="p">:</span>
</span><span id="L-203"><a href="#L-203"><span class="linenos">203</span></a> <span class="n">column_names</span> <span class="o">=</span> <span class="p">[</span><span class="n">explode_alias</span><span class="p">,</span> <span class="n">pos_alias</span><span class="p">]</span>
</span><span id="L-204"><a href="#L-204"><span class="linenos">204</span></a> <span class="n">to_replace</span><span class="o">.</span><span class="n">pop</span><span class="p">()</span>
</span><span id="L-205"><a href="#L-205"><span class="linenos">205</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="n">pos_alias</span><span class="p">,</span> <span class="n">explode_alias</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-206"><a href="#L-206"><span class="linenos">206</span></a> <span class="k">else</span><span class="p">:</span>
</span><span id="L-207"><a href="#L-207"><span class="linenos">207</span></a> <span class="n">column_names</span> <span class="o">=</span> <span class="p">[</span><span class="n">explode_alias</span><span class="p">]</span>
</span><span id="L-208"><a href="#L-208"><span class="linenos">208</span></a> <span class="n">to_replace</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">explode_alias</span><span class="p">))</span>
</span><span id="L-209"><a href="#L-209"><span class="linenos">209</span></a>
</span><span id="L-210"><a href="#L-210"><span class="linenos">210</span></a> <span class="k">if</span> <span class="ow">not</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;from&quot;</span><span class="p">):</span>
</span><span id="L-211"><a href="#L-211"><span class="linenos">211</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">from_</span><span class="p">(</span><span class="n">unnest</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-212"><a href="#L-212"><span class="linenos">212</span></a> <span class="k">else</span><span class="p">:</span>
</span><span id="L-213"><a href="#L-213"><span class="linenos">213</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">unnest</span><span class="p">,</span> <span class="n">join_type</span><span class="o">=</span><span class="s2">&quot;CROSS&quot;</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-214"><a href="#L-214"><span class="linenos">214</span></a>
</span><span id="L-215"><a href="#L-215"><span class="linenos">215</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="L-210"><a href="#L-210"><span class="linenos">210</span></a> <span class="n">unnest</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">alias_</span><span class="p">(</span><span class="n">unnest</span><span class="p">,</span> <span class="n">unnest_source_alias</span><span class="p">,</span> <span class="n">table</span><span class="o">=</span><span class="n">column_names</span><span class="p">)</span>
</span><span id="L-211"><a href="#L-211"><span class="linenos">211</span></a>
</span><span id="L-212"><a href="#L-212"><span class="linenos">212</span></a> <span class="k">if</span> <span class="ow">not</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;from&quot;</span><span class="p">):</span>
</span><span id="L-213"><a href="#L-213"><span class="linenos">213</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">from_</span><span class="p">(</span><span class="n">unnest</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-214"><a href="#L-214"><span class="linenos">214</span></a> <span class="k">else</span><span class="p">:</span>
</span><span id="L-215"><a href="#L-215"><span class="linenos">215</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">unnest</span><span class="p">,</span> <span class="n">join_type</span><span class="o">=</span><span class="s2">&quot;CROSS&quot;</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-216"><a href="#L-216"><span class="linenos">216</span></a>
</span><span id="L-217"><a href="#L-217"><span class="linenos">217</span></a>
</span><span id="L-218"><a href="#L-218"><span class="linenos">218</span></a><span class="k">def</span> <span class="nf">remove_target_from_merge</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-219"><a href="#L-219"><span class="linenos">219</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Remove table refs from columns in when statements.&quot;&quot;&quot;</span>
</span><span id="L-220"><a href="#L-220"><span class="linenos">220</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">Merge</span><span class="p">):</span>
</span><span id="L-221"><a href="#L-221"><span class="linenos">221</span></a> <span class="n">alias</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">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-222"><a href="#L-222"><span class="linenos">222</span></a> <span class="n">targets</span> <span class="o">=</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><span id="L-223"><a href="#L-223"><span class="linenos">223</span></a> <span class="k">if</span> <span class="n">alias</span><span class="p">:</span>
</span><span id="L-224"><a href="#L-224"><span class="linenos">224</span></a> <span class="n">targets</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">alias</span><span class="o">.</span><span class="n">this</span><span class="p">)</span>
</span><span id="L-225"><a href="#L-225"><span class="linenos">225</span></a>
</span><span id="L-226"><a href="#L-226"><span class="linenos">226</span></a> <span class="k">for</span> <span class="n">when</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-227"><a href="#L-227"><span class="linenos">227</span></a> <span class="n">when</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span>
</span><span id="L-228"><a href="#L-228"><span class="linenos">228</span></a> <span class="k">lambda</span> <span class="n">node</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">node</span><span class="o">.</span><span class="n">name</span><span class="p">)</span>
</span><span id="L-229"><a href="#L-229"><span class="linenos">229</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">Column</span><span class="p">)</span> <span class="ow">and</span> <span class="n">node</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;table&quot;</span><span class="p">)</span> <span class="ow">in</span> <span class="n">targets</span>
</span><span id="L-230"><a href="#L-230"><span class="linenos">230</span></a> <span class="k">else</span> <span class="n">node</span><span class="p">,</span>
</span><span id="L-231"><a href="#L-231"><span class="linenos">231</span></a> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
</span><span id="L-232"><a href="#L-232"><span class="linenos">232</span></a> <span class="p">)</span>
</span><span id="L-233"><a href="#L-233"><span class="linenos">233</span></a>
</span><span id="L-234"><a href="#L-234"><span class="linenos">234</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="L-235"><a href="#L-235"><span class="linenos">235</span></a>
</span><span id="L-217"><a href="#L-217"><span class="linenos">217</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="L-218"><a href="#L-218"><span class="linenos">218</span></a>
</span><span id="L-219"><a href="#L-219"><span class="linenos">219</span></a>
</span><span id="L-220"><a href="#L-220"><span class="linenos">220</span></a><span class="k">def</span> <span class="nf">remove_within_group_for_percentiles</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-221"><a href="#L-221"><span class="linenos">221</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="L-222"><a href="#L-222"><span class="linenos">222</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">WithinGroup</span><span class="p">)</span>
</span><span id="L-223"><a href="#L-223"><span class="linenos">223</span></a> <span class="ow">and</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="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">PercentileCont</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">PercentileDisc</span><span class="p">))</span>
</span><span id="L-224"><a href="#L-224"><span class="linenos">224</span></a> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Order</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="n">quantile</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">this</span>
</span><span id="L-227"><a href="#L-227"><span class="linenos">227</span></a> <span class="n">input_value</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">Ordered</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">Ordered</span><span class="p">))</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-228"><a href="#L-228"><span class="linenos">228</span></a> <span class="k">return</span> <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">ApproxQuantile</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">input_value</span><span class="p">,</span> <span class="n">quantile</span><span class="o">=</span><span class="n">quantile</span><span class="p">))</span>
</span><span id="L-229"><a href="#L-229"><span class="linenos">229</span></a>
</span><span id="L-230"><a href="#L-230"><span class="linenos">230</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="L-231"><a href="#L-231"><span class="linenos">231</span></a>
</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="k">def</span> <span class="nf">add_recursive_cte_column_names</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-234"><a href="#L-234"><span class="linenos">234</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">With</span><span class="p">)</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">recursive</span><span class="p">:</span>
</span><span id="L-235"><a href="#L-235"><span class="linenos">235</span></a> <span class="n">next_name</span> <span class="o">=</span> <span class="n">name_sequence</span><span class="p">(</span><span class="s2">&quot;_c_&quot;</span><span class="p">)</span>
</span><span id="L-236"><a href="#L-236"><span class="linenos">236</span></a>
</span><span id="L-237"><a href="#L-237"><span class="linenos">237</span></a><span class="k">def</span> <span class="nf">remove_within_group_for_percentiles</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-238"><a href="#L-238"><span class="linenos">238</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="L-239"><a href="#L-239"><span class="linenos">239</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">WithinGroup</span><span class="p">)</span>
</span><span id="L-240"><a href="#L-240"><span class="linenos">240</span></a> <span class="ow">and</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="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">PercentileCont</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">PercentileDisc</span><span class="p">))</span>
</span><span id="L-241"><a href="#L-241"><span class="linenos">241</span></a> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Order</span><span class="p">)</span>
</span><span id="L-242"><a href="#L-242"><span class="linenos">242</span></a> <span class="p">):</span>
</span><span id="L-243"><a href="#L-243"><span class="linenos">243</span></a> <span class="n">quantile</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">this</span>
</span><span id="L-244"><a href="#L-244"><span class="linenos">244</span></a> <span class="n">input_value</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">Ordered</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">Ordered</span><span class="p">))</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-245"><a href="#L-245"><span class="linenos">245</span></a> <span class="k">return</span> <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">ApproxQuantile</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">input_value</span><span class="p">,</span> <span class="n">quantile</span><span class="o">=</span><span class="n">quantile</span><span class="p">))</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">return</span> <span class="n">expression</span>
</span><span id="L-248"><a href="#L-248"><span class="linenos">248</span></a>
</span><span id="L-237"><a href="#L-237"><span class="linenos">237</span></a> <span class="k">for</span> <span class="n">cte</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-238"><a href="#L-238"><span class="linenos">238</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">cte</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 class="p">:</span>
</span><span id="L-239"><a href="#L-239"><span class="linenos">239</span></a> <span class="n">query</span> <span class="o">=</span> <span class="n">cte</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-240"><a href="#L-240"><span class="linenos">240</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">query</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Union</span><span class="p">):</span>
</span><span id="L-241"><a href="#L-241"><span class="linenos">241</span></a> <span class="n">query</span> <span class="o">=</span> <span class="n">query</span><span class="o">.</span><span class="n">this</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="n">cte</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">set</span><span class="p">(</span>
</span><span id="L-244"><a href="#L-244"><span class="linenos">244</span></a> <span class="s2">&quot;columns&quot;</span><span class="p">,</span>
</span><span id="L-245"><a href="#L-245"><span class="linenos">245</span></a> <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">s</span><span class="o">.</span><span class="n">alias_or_name</span> <span class="ow">or</span> <span class="n">next_name</span><span class="p">())</span> <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">query</span><span class="o">.</span><span class="n">selects</span><span class="p">],</span>
</span><span id="L-246"><a href="#L-246"><span class="linenos">246</span></a> <span class="p">)</span>
</span><span id="L-247"><a href="#L-247"><span class="linenos">247</span></a>
</span><span id="L-248"><a href="#L-248"><span class="linenos">248</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="L-249"><a href="#L-249"><span class="linenos">249</span></a>
</span><span id="L-250"><a href="#L-250"><span class="linenos">250</span></a><span class="k">def</span> <span class="nf">add_recursive_cte_column_names</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-251"><a href="#L-251"><span class="linenos">251</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">With</span><span class="p">)</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">recursive</span><span class="p">:</span>
</span><span id="L-252"><a href="#L-252"><span class="linenos">252</span></a> <span class="n">next_name</span> <span class="o">=</span> <span class="n">name_sequence</span><span class="p">(</span><span class="s2">&quot;_c_&quot;</span><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">for</span> <span class="n">cte</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-255"><a href="#L-255"><span class="linenos">255</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">cte</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 class="p">:</span>
</span><span id="L-256"><a href="#L-256"><span class="linenos">256</span></a> <span class="n">query</span> <span class="o">=</span> <span class="n">cte</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-257"><a href="#L-257"><span class="linenos">257</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">query</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Union</span><span class="p">):</span>
</span><span id="L-258"><a href="#L-258"><span class="linenos">258</span></a> <span class="n">query</span> <span class="o">=</span> <span class="n">query</span><span class="o">.</span><span class="n">this</span>
</span><span id="L-259"><a href="#L-259"><span class="linenos">259</span></a>
</span><span id="L-260"><a href="#L-260"><span class="linenos">260</span></a> <span class="n">cte</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">set</span><span class="p">(</span>
</span><span id="L-261"><a href="#L-261"><span class="linenos">261</span></a> <span class="s2">&quot;columns&quot;</span><span class="p">,</span>
</span><span id="L-262"><a href="#L-262"><span class="linenos">262</span></a> <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">s</span><span class="o">.</span><span class="n">alias_or_name</span> <span class="ow">or</span> <span class="n">next_name</span><span class="p">())</span> <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">query</span><span class="o">.</span><span class="n">selects</span><span class="p">],</span>
</span><span id="L-263"><a href="#L-263"><span class="linenos">263</span></a> <span class="p">)</span>
</span><span id="L-264"><a href="#L-264"><span class="linenos">264</span></a>
</span><span id="L-265"><a href="#L-265"><span class="linenos">265</span></a> <span class="k">return</span> <span class="n">expression</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><span id="L-268"><a href="#L-268"><span class="linenos">268</span></a><span class="k">def</span> <span class="nf">epoch_cast_to_ts</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-269"><a href="#L-269"><span class="linenos">269</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="L-270"><a href="#L-270"><span class="linenos">270</span></a> <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">Cast</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TryCast</span><span class="p">))</span>
</span><span id="L-271"><a href="#L-271"><span class="linenos">271</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">name</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="s2">&quot;epoch&quot;</span>
</span><span id="L-272"><a href="#L-272"><span class="linenos">272</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">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">TEMPORAL_TYPES</span>
</span><span id="L-273"><a href="#L-273"><span class="linenos">273</span></a> <span class="p">):</span>
</span><span id="L-274"><a href="#L-274"><span class="linenos">274</span></a> <span class="n">expression</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">Literal</span><span class="o">.</span><span class="n">string</span><span class="p">(</span><span class="s2">&quot;1970-01-01 00:00:00&quot;</span><span class="p">))</span>
</span><span id="L-275"><a href="#L-275"><span class="linenos">275</span></a>
</span><span id="L-276"><a href="#L-276"><span class="linenos">276</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="L-277"><a href="#L-277"><span class="linenos">277</span></a>
</span><span id="L-278"><a href="#L-278"><span class="linenos">278</span></a>
</span><span id="L-279"><a href="#L-279"><span class="linenos">279</span></a><span class="k">def</span> <span class="nf">preprocess</span><span class="p">(</span>
</span><span id="L-280"><a href="#L-280"><span class="linenos">280</span></a> <span class="n">transforms</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">t</span><span class="o">.</span><span class="n">Callable</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">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]],</span>
</span><span id="L-281"><a href="#L-281"><span class="linenos">281</span></a><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Callable</span><span class="p">[[</span><span class="n">Generator</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="nb">str</span><span class="p">]:</span>
</span><span id="L-282"><a href="#L-282"><span class="linenos">282</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="L-283"><a href="#L-283"><span class="linenos">283</span></a><span class="sd"> Creates a new transform by chaining a sequence of transformations and converts the resulting</span>
</span><span id="L-284"><a href="#L-284"><span class="linenos">284</span></a><span class="sd"> expression to SQL, using either the &quot;_sql&quot; method corresponding to the resulting expression,</span>
</span><span id="L-285"><a href="#L-285"><span class="linenos">285</span></a><span class="sd"> or the appropriate `Generator.TRANSFORMS` function (when applicable -- see below).</span>
</span><span id="L-286"><a href="#L-286"><span class="linenos">286</span></a>
</span><span id="L-287"><a href="#L-287"><span class="linenos">287</span></a><span class="sd"> Args:</span>
</span><span id="L-288"><a href="#L-288"><span class="linenos">288</span></a><span class="sd"> transforms: sequence of transform functions. These will be called in order.</span>
</span><span id="L-289"><a href="#L-289"><span class="linenos">289</span></a>
</span><span id="L-290"><a href="#L-290"><span class="linenos">290</span></a><span class="sd"> Returns:</span>
</span><span id="L-291"><a href="#L-291"><span class="linenos">291</span></a><span class="sd"> Function that can be used as a generator transform.</span>
</span><span id="L-292"><a href="#L-292"><span class="linenos">292</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-293"><a href="#L-293"><span class="linenos">293</span></a>
</span><span id="L-294"><a href="#L-294"><span class="linenos">294</span></a> <span class="k">def</span> <span class="nf">_to_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">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="L-295"><a href="#L-295"><span class="linenos">295</span></a> <span class="n">expression_type</span> <span class="o">=</span> <span class="nb">type</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-296"><a href="#L-296"><span class="linenos">296</span></a>
</span><span id="L-297"><a href="#L-297"><span class="linenos">297</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">transforms</span><span class="p">[</span><span class="mi">0</span><span class="p">](</span><span class="n">expression</span><span class="o">.</span><span class="n">copy</span><span class="p">())</span>
</span><span id="L-298"><a href="#L-298"><span class="linenos">298</span></a> <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">transforms</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
</span><span id="L-299"><a href="#L-299"><span class="linenos">299</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">t</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-300"><a href="#L-300"><span class="linenos">300</span></a>
</span><span id="L-301"><a href="#L-301"><span class="linenos">301</span></a> <span class="n">_sql_handler</span> <span class="o">=</span> <span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">key</span> <span class="o">+</span> <span class="s2">&quot;_sql&quot;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
</span><span id="L-302"><a href="#L-302"><span class="linenos">302</span></a> <span class="k">if</span> <span class="n">_sql_handler</span><span class="p">:</span>
</span><span id="L-303"><a href="#L-303"><span class="linenos">303</span></a> <span class="k">return</span> <span class="n">_sql_handler</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-304"><a href="#L-304"><span class="linenos">304</span></a>
</span><span id="L-305"><a href="#L-305"><span class="linenos">305</span></a> <span class="n">transforms_handler</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="nb">type</span><span class="p">(</span><span class="n">expression</span><span class="p">))</span>
</span><span id="L-306"><a href="#L-306"><span class="linenos">306</span></a> <span class="k">if</span> <span class="n">transforms_handler</span><span class="p">:</span>
</span><span id="L-307"><a href="#L-307"><span class="linenos">307</span></a> <span class="c1"># Ensures we don&#39;t enter an infinite loop. This can happen when the original expression</span>
</span><span id="L-308"><a href="#L-308"><span class="linenos">308</span></a> <span class="c1"># has the same type as the final expression and there&#39;s no _sql method available for it,</span>
</span><span id="L-309"><a href="#L-309"><span class="linenos">309</span></a> <span class="c1"># because then it&#39;d re-enter _to_sql.</span>
</span><span id="L-310"><a href="#L-310"><span class="linenos">310</span></a> <span class="k">if</span> <span class="n">expression_type</span> <span class="ow">is</span> <span class="nb">type</span><span class="p">(</span><span class="n">expression</span><span class="p">):</span>
</span><span id="L-311"><a href="#L-311"><span class="linenos">311</span></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
</span><span id="L-312"><a href="#L-312"><span class="linenos">312</span></a> <span class="sa">f</span><span class="s2">&quot;Expression type </span><span class="si">{</span><span class="n">expression</span><span class="o">.</span><span class="vm">__class__</span><span class="o">.</span><span class="vm">__name__</span><span class="si">}</span><span class="s2"> requires a _sql method in order to be transformed.&quot;</span>
</span><span id="L-313"><a href="#L-313"><span class="linenos">313</span></a> <span class="p">)</span>
</span><span id="L-314"><a href="#L-314"><span class="linenos">314</span></a>
</span><span id="L-315"><a href="#L-315"><span class="linenos">315</span></a> <span class="k">return</span> <span class="n">transforms_handler</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">)</span>
</span><span id="L-316"><a href="#L-316"><span class="linenos">316</span></a>
</span><span id="L-317"><a href="#L-317"><span class="linenos">317</span></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Unsupported expression type </span><span class="si">{</span><span class="n">expression</span><span class="o">.</span><span class="vm">__class__</span><span class="o">.</span><span class="vm">__name__</span><span class="si">}</span><span class="s2">.&quot;</span><span class="p">)</span>
</span><span id="L-318"><a href="#L-318"><span class="linenos">318</span></a>
</span><span id="L-319"><a href="#L-319"><span class="linenos">319</span></a> <span class="k">return</span> <span class="n">_to_sql</span>
</span><span id="L-250"><a href="#L-250"><span class="linenos">250</span></a>
</span><span id="L-251"><a href="#L-251"><span class="linenos">251</span></a><span class="k">def</span> <span class="nf">epoch_cast_to_ts</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-252"><a href="#L-252"><span class="linenos">252</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="L-253"><a href="#L-253"><span class="linenos">253</span></a> <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">Cast</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TryCast</span><span class="p">))</span>
</span><span id="L-254"><a href="#L-254"><span class="linenos">254</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">name</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="s2">&quot;epoch&quot;</span>
</span><span id="L-255"><a href="#L-255"><span class="linenos">255</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">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">TEMPORAL_TYPES</span>
</span><span id="L-256"><a href="#L-256"><span class="linenos">256</span></a> <span class="p">):</span>
</span><span id="L-257"><a href="#L-257"><span class="linenos">257</span></a> <span class="n">expression</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">Literal</span><span class="o">.</span><span class="n">string</span><span class="p">(</span><span class="s2">&quot;1970-01-01 00:00:00&quot;</span><span class="p">))</span>
</span><span id="L-258"><a href="#L-258"><span class="linenos">258</span></a>
</span><span id="L-259"><a href="#L-259"><span class="linenos">259</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="L-260"><a href="#L-260"><span class="linenos">260</span></a>
</span><span id="L-261"><a href="#L-261"><span class="linenos">261</span></a>
</span><span id="L-262"><a href="#L-262"><span class="linenos">262</span></a><span class="k">def</span> <span class="nf">preprocess</span><span class="p">(</span>
</span><span id="L-263"><a href="#L-263"><span class="linenos">263</span></a> <span class="n">transforms</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">t</span><span class="o">.</span><span class="n">Callable</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">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]],</span>
</span><span id="L-264"><a href="#L-264"><span class="linenos">264</span></a><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Callable</span><span class="p">[[</span><span class="n">Generator</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="nb">str</span><span class="p">]:</span>
</span><span id="L-265"><a href="#L-265"><span class="linenos">265</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="L-266"><a href="#L-266"><span class="linenos">266</span></a><span class="sd"> Creates a new transform by chaining a sequence of transformations and converts the resulting</span>
</span><span id="L-267"><a href="#L-267"><span class="linenos">267</span></a><span class="sd"> expression to SQL, using either the &quot;_sql&quot; method corresponding to the resulting expression,</span>
</span><span id="L-268"><a href="#L-268"><span class="linenos">268</span></a><span class="sd"> or the appropriate `Generator.TRANSFORMS` function (when applicable -- see below).</span>
</span><span id="L-269"><a href="#L-269"><span class="linenos">269</span></a>
</span><span id="L-270"><a href="#L-270"><span class="linenos">270</span></a><span class="sd"> Args:</span>
</span><span id="L-271"><a href="#L-271"><span class="linenos">271</span></a><span class="sd"> transforms: sequence of transform functions. These will be called in order.</span>
</span><span id="L-272"><a href="#L-272"><span class="linenos">272</span></a>
</span><span id="L-273"><a href="#L-273"><span class="linenos">273</span></a><span class="sd"> Returns:</span>
</span><span id="L-274"><a href="#L-274"><span class="linenos">274</span></a><span class="sd"> Function that can be used as a generator transform.</span>
</span><span id="L-275"><a href="#L-275"><span class="linenos">275</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="L-276"><a href="#L-276"><span class="linenos">276</span></a>
</span><span id="L-277"><a href="#L-277"><span class="linenos">277</span></a> <span class="k">def</span> <span class="nf">_to_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">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="L-278"><a href="#L-278"><span class="linenos">278</span></a> <span class="n">expression_type</span> <span class="o">=</span> <span class="nb">type</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-279"><a href="#L-279"><span class="linenos">279</span></a>
</span><span id="L-280"><a href="#L-280"><span class="linenos">280</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">transforms</span><span class="p">[</span><span class="mi">0</span><span class="p">](</span><span class="n">expression</span><span class="o">.</span><span class="n">copy</span><span class="p">())</span>
</span><span id="L-281"><a href="#L-281"><span class="linenos">281</span></a> <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">transforms</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
</span><span id="L-282"><a href="#L-282"><span class="linenos">282</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">t</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-283"><a href="#L-283"><span class="linenos">283</span></a>
</span><span id="L-284"><a href="#L-284"><span class="linenos">284</span></a> <span class="n">_sql_handler</span> <span class="o">=</span> <span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">key</span> <span class="o">+</span> <span class="s2">&quot;_sql&quot;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
</span><span id="L-285"><a href="#L-285"><span class="linenos">285</span></a> <span class="k">if</span> <span class="n">_sql_handler</span><span class="p">:</span>
</span><span id="L-286"><a href="#L-286"><span class="linenos">286</span></a> <span class="k">return</span> <span class="n">_sql_handler</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="L-287"><a href="#L-287"><span class="linenos">287</span></a>
</span><span id="L-288"><a href="#L-288"><span class="linenos">288</span></a> <span class="n">transforms_handler</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="nb">type</span><span class="p">(</span><span class="n">expression</span><span class="p">))</span>
</span><span id="L-289"><a href="#L-289"><span class="linenos">289</span></a> <span class="k">if</span> <span class="n">transforms_handler</span><span class="p">:</span>
</span><span id="L-290"><a href="#L-290"><span class="linenos">290</span></a> <span class="c1"># Ensures we don&#39;t enter an infinite loop. This can happen when the original expression</span>
</span><span id="L-291"><a href="#L-291"><span class="linenos">291</span></a> <span class="c1"># has the same type as the final expression and there&#39;s no _sql method available for it,</span>
</span><span id="L-292"><a href="#L-292"><span class="linenos">292</span></a> <span class="c1"># because then it&#39;d re-enter _to_sql.</span>
</span><span id="L-293"><a href="#L-293"><span class="linenos">293</span></a> <span class="k">if</span> <span class="n">expression_type</span> <span class="ow">is</span> <span class="nb">type</span><span class="p">(</span><span class="n">expression</span><span class="p">):</span>
</span><span id="L-294"><a href="#L-294"><span class="linenos">294</span></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
</span><span id="L-295"><a href="#L-295"><span class="linenos">295</span></a> <span class="sa">f</span><span class="s2">&quot;Expression type </span><span class="si">{</span><span class="n">expression</span><span class="o">.</span><span class="vm">__class__</span><span class="o">.</span><span class="vm">__name__</span><span class="si">}</span><span class="s2"> requires a _sql method in order to be transformed.&quot;</span>
</span><span id="L-296"><a href="#L-296"><span class="linenos">296</span></a> <span class="p">)</span>
</span><span id="L-297"><a href="#L-297"><span class="linenos">297</span></a>
</span><span id="L-298"><a href="#L-298"><span class="linenos">298</span></a> <span class="k">return</span> <span class="n">transforms_handler</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">)</span>
</span><span id="L-299"><a href="#L-299"><span class="linenos">299</span></a>
</span><span id="L-300"><a href="#L-300"><span class="linenos">300</span></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Unsupported expression type </span><span class="si">{</span><span class="n">expression</span><span class="o">.</span><span class="vm">__class__</span><span class="o">.</span><span class="vm">__name__</span><span class="si">}</span><span class="s2">.&quot;</span><span class="p">)</span>
</span><span id="L-301"><a href="#L-301"><span class="linenos">301</span></a>
</span><span id="L-302"><a href="#L-302"><span class="linenos">302</span></a> <span class="k">return</span> <span class="n">_to_sql</span>
</span></pre></div>
@ -631,9 +611,11 @@ otherwise we won't be able to refer to it in the outer query's WHERE clause.</p>
</span><span id="remove_precision_parameterized_types-125"><a href="#remove_precision_parameterized_types-125"><span class="linenos">125</span></a><span class="sd"> other expressions. This transforms removes the precision from parameterized types in expressions.</span>
</span><span id="remove_precision_parameterized_types-126"><a href="#remove_precision_parameterized_types-126"><span class="linenos">126</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="remove_precision_parameterized_types-127"><a href="#remove_precision_parameterized_types-127"><span class="linenos">127</span></a> <span class="k">for</span> <span class="n">node</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">DataType</span><span class="p">):</span>
</span><span id="remove_precision_parameterized_types-128"><a href="#remove_precision_parameterized_types-128"><span class="linenos">128</span></a> <span class="n">node</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">e</span> <span class="k">for</span> <span class="n">e</span> <span class="ow">in</span> <span class="n">node</span><span class="o">.</span><span class="n">expressions</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">e</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="remove_precision_parameterized_types-129"><a href="#remove_precision_parameterized_types-129"><span class="linenos">129</span></a>
</span><span id="remove_precision_parameterized_types-130"><a href="#remove_precision_parameterized_types-130"><span class="linenos">130</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="remove_precision_parameterized_types-128"><a href="#remove_precision_parameterized_types-128"><span class="linenos">128</span></a> <span class="n">node</span><span class="o">.</span><span class="n">set</span><span class="p">(</span>
</span><span id="remove_precision_parameterized_types-129"><a href="#remove_precision_parameterized_types-129"><span class="linenos">129</span></a> <span class="s2">&quot;expressions&quot;</span><span class="p">,</span> <span class="p">[</span><span class="n">e</span> <span class="k">for</span> <span class="n">e</span> <span class="ow">in</span> <span class="n">node</span><span class="o">.</span><span class="n">expressions</span> <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">e</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">DataTypeSize</span><span class="p">)]</span>
</span><span id="remove_precision_parameterized_types-130"><a href="#remove_precision_parameterized_types-130"><span class="linenos">130</span></a> <span class="p">)</span>
</span><span id="remove_precision_parameterized_types-131"><a href="#remove_precision_parameterized_types-131"><span class="linenos">131</span></a>
</span><span id="remove_precision_parameterized_types-132"><a href="#remove_precision_parameterized_types-132"><span class="linenos">132</span></a> <span class="k">return</span> <span class="n">expression</span>
</span></pre></div>
@ -654,29 +636,29 @@ other expressions. This transforms removes the precision from parameterized type
</div>
<a class="headerlink" href="#unnest_to_explode"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="unnest_to_explode-133"><a href="#unnest_to_explode-133"><span class="linenos">133</span></a><span class="k">def</span> <span class="nf">unnest_to_explode</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="unnest_to_explode-134"><a href="#unnest_to_explode-134"><span class="linenos">134</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Convert cross join unnest into lateral view explode (used in presto -&gt; hive).&quot;&quot;&quot;</span>
</span><span id="unnest_to_explode-135"><a href="#unnest_to_explode-135"><span class="linenos">135</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">Select</span><span class="p">):</span>
</span><span id="unnest_to_explode-136"><a href="#unnest_to_explode-136"><span class="linenos">136</span></a> <span class="k">for</span> <span class="n">join</span> <span class="ow">in</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;joins&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="p">[]:</span>
</span><span id="unnest_to_explode-137"><a href="#unnest_to_explode-137"><span class="linenos">137</span></a> <span class="n">unnest</span> <span class="o">=</span> <span class="n">join</span><span class="o">.</span><span class="n">this</span>
</span><span id="unnest_to_explode-138"><a href="#unnest_to_explode-138"><span class="linenos">138</span></a>
</span><span id="unnest_to_explode-139"><a href="#unnest_to_explode-139"><span class="linenos">139</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">unnest</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Unnest</span><span class="p">):</span>
</span><span id="unnest_to_explode-140"><a href="#unnest_to_explode-140"><span class="linenos">140</span></a> <span class="n">alias</span> <span class="o">=</span> <span class="n">unnest</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="unnest_to_explode-141"><a href="#unnest_to_explode-141"><span class="linenos">141</span></a> <span class="n">udtf</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">Posexplode</span> <span class="k">if</span> <span class="n">unnest</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;ordinality&quot;</span><span class="p">)</span> <span class="k">else</span> <span class="n">exp</span><span class="o">.</span><span class="n">Explode</span>
</span><span id="unnest_to_explode-142"><a href="#unnest_to_explode-142"><span class="linenos">142</span></a>
</span><span id="unnest_to_explode-143"><a href="#unnest_to_explode-143"><span class="linenos">143</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;joins&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="n">join</span><span class="p">)</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="unnest_to_explode-135"><a href="#unnest_to_explode-135"><span class="linenos">135</span></a><span class="k">def</span> <span class="nf">unnest_to_explode</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="unnest_to_explode-136"><a href="#unnest_to_explode-136"><span class="linenos">136</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Convert cross join unnest into lateral view explode (used in presto -&gt; hive).&quot;&quot;&quot;</span>
</span><span id="unnest_to_explode-137"><a href="#unnest_to_explode-137"><span class="linenos">137</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">Select</span><span class="p">):</span>
</span><span id="unnest_to_explode-138"><a href="#unnest_to_explode-138"><span class="linenos">138</span></a> <span class="k">for</span> <span class="n">join</span> <span class="ow">in</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;joins&quot;</span><span class="p">)</span> <span class="ow">or</span> <span class="p">[]:</span>
</span><span id="unnest_to_explode-139"><a href="#unnest_to_explode-139"><span class="linenos">139</span></a> <span class="n">unnest</span> <span class="o">=</span> <span class="n">join</span><span class="o">.</span><span class="n">this</span>
</span><span id="unnest_to_explode-140"><a href="#unnest_to_explode-140"><span class="linenos">140</span></a>
</span><span id="unnest_to_explode-141"><a href="#unnest_to_explode-141"><span class="linenos">141</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">unnest</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Unnest</span><span class="p">):</span>
</span><span id="unnest_to_explode-142"><a href="#unnest_to_explode-142"><span class="linenos">142</span></a> <span class="n">alias</span> <span class="o">=</span> <span class="n">unnest</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="unnest_to_explode-143"><a href="#unnest_to_explode-143"><span class="linenos">143</span></a> <span class="n">udtf</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">Posexplode</span> <span class="k">if</span> <span class="n">unnest</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;ordinality&quot;</span><span class="p">)</span> <span class="k">else</span> <span class="n">exp</span><span class="o">.</span><span class="n">Explode</span>
</span><span id="unnest_to_explode-144"><a href="#unnest_to_explode-144"><span class="linenos">144</span></a>
</span><span id="unnest_to_explode-145"><a href="#unnest_to_explode-145"><span class="linenos">145</span></a> <span class="k">for</span> <span class="n">e</span><span class="p">,</span> <span class="n">column</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">unnest</span><span class="o">.</span><span class="n">expressions</span><span class="p">,</span> <span class="n">alias</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="n">alias</span> <span class="k">else</span> <span class="p">[]):</span>
</span><span id="unnest_to_explode-146"><a href="#unnest_to_explode-146"><span class="linenos">146</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">append</span><span class="p">(</span>
</span><span id="unnest_to_explode-147"><a href="#unnest_to_explode-147"><span class="linenos">147</span></a> <span class="s2">&quot;laterals&quot;</span><span class="p">,</span>
</span><span id="unnest_to_explode-148"><a href="#unnest_to_explode-148"><span class="linenos">148</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Lateral</span><span class="p">(</span>
</span><span id="unnest_to_explode-149"><a href="#unnest_to_explode-149"><span class="linenos">149</span></a> <span class="n">this</span><span class="o">=</span><span class="n">udtf</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">e</span><span class="p">),</span>
</span><span id="unnest_to_explode-150"><a href="#unnest_to_explode-150"><span class="linenos">150</span></a> <span class="n">view</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
</span><span id="unnest_to_explode-151"><a href="#unnest_to_explode-151"><span class="linenos">151</span></a> <span class="n">alias</span><span class="o">=</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">alias</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="n">column</span><span class="p">]),</span> <span class="c1"># type: ignore</span>
</span><span id="unnest_to_explode-152"><a href="#unnest_to_explode-152"><span class="linenos">152</span></a> <span class="p">),</span>
</span><span id="unnest_to_explode-153"><a href="#unnest_to_explode-153"><span class="linenos">153</span></a> <span class="p">)</span>
</span><span id="unnest_to_explode-154"><a href="#unnest_to_explode-154"><span class="linenos">154</span></a>
</span><span id="unnest_to_explode-155"><a href="#unnest_to_explode-155"><span class="linenos">155</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="unnest_to_explode-145"><a href="#unnest_to_explode-145"><span class="linenos">145</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">args</span><span class="p">[</span><span class="s2">&quot;joins&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">remove</span><span class="p">(</span><span class="n">join</span><span class="p">)</span>
</span><span id="unnest_to_explode-146"><a href="#unnest_to_explode-146"><span class="linenos">146</span></a>
</span><span id="unnest_to_explode-147"><a href="#unnest_to_explode-147"><span class="linenos">147</span></a> <span class="k">for</span> <span class="n">e</span><span class="p">,</span> <span class="n">column</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">unnest</span><span class="o">.</span><span class="n">expressions</span><span class="p">,</span> <span class="n">alias</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="n">alias</span> <span class="k">else</span> <span class="p">[]):</span>
</span><span id="unnest_to_explode-148"><a href="#unnest_to_explode-148"><span class="linenos">148</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">append</span><span class="p">(</span>
</span><span id="unnest_to_explode-149"><a href="#unnest_to_explode-149"><span class="linenos">149</span></a> <span class="s2">&quot;laterals&quot;</span><span class="p">,</span>
</span><span id="unnest_to_explode-150"><a href="#unnest_to_explode-150"><span class="linenos">150</span></a> <span class="n">exp</span><span class="o">.</span><span class="n">Lateral</span><span class="p">(</span>
</span><span id="unnest_to_explode-151"><a href="#unnest_to_explode-151"><span class="linenos">151</span></a> <span class="n">this</span><span class="o">=</span><span class="n">udtf</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">e</span><span class="p">),</span>
</span><span id="unnest_to_explode-152"><a href="#unnest_to_explode-152"><span class="linenos">152</span></a> <span class="n">view</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
</span><span id="unnest_to_explode-153"><a href="#unnest_to_explode-153"><span class="linenos">153</span></a> <span class="n">alias</span><span class="o">=</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">alias</span><span class="o">.</span><span class="n">this</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="n">column</span><span class="p">]),</span> <span class="c1"># type: ignore</span>
</span><span id="unnest_to_explode-154"><a href="#unnest_to_explode-154"><span class="linenos">154</span></a> <span class="p">),</span>
</span><span id="unnest_to_explode-155"><a href="#unnest_to_explode-155"><span class="linenos">155</span></a> <span class="p">)</span>
</span><span id="unnest_to_explode-156"><a href="#unnest_to_explode-156"><span class="linenos">156</span></a>
</span><span id="unnest_to_explode-157"><a href="#unnest_to_explode-157"><span class="linenos">157</span></a> <span class="k">return</span> <span class="n">expression</span>
</span></pre></div>
@ -696,65 +678,65 @@ other expressions. This transforms removes the precision from parameterized type
</div>
<a class="headerlink" href="#explode_to_unnest"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="explode_to_unnest-158"><a href="#explode_to_unnest-158"><span class="linenos">158</span></a><span class="k">def</span> <span class="nf">explode_to_unnest</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="explode_to_unnest-159"><a href="#explode_to_unnest-159"><span class="linenos">159</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Convert explode/posexplode into unnest (used in hive -&gt; presto).&quot;&quot;&quot;</span>
</span><span id="explode_to_unnest-160"><a href="#explode_to_unnest-160"><span class="linenos">160</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">Select</span><span class="p">):</span>
</span><span id="explode_to_unnest-161"><a href="#explode_to_unnest-161"><span class="linenos">161</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><span id="explode_to_unnest-162"><a href="#explode_to_unnest-162"><span class="linenos">162</span></a>
</span><span id="explode_to_unnest-163"><a href="#explode_to_unnest-163"><span class="linenos">163</span></a> <span class="n">taken_select_names</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">named_selects</span><span class="p">)</span>
</span><span id="explode_to_unnest-164"><a href="#explode_to_unnest-164"><span class="linenos">164</span></a> <span class="n">taken_source_names</span> <span class="o">=</span> <span class="p">{</span><span class="n">name</span> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">_</span> <span class="ow">in</span> <span class="n">Scope</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span><span class="o">.</span><span class="n">references</span><span class="p">}</span>
</span><span id="explode_to_unnest-165"><a href="#explode_to_unnest-165"><span class="linenos">165</span></a>
</span><span id="explode_to_unnest-166"><a href="#explode_to_unnest-166"><span class="linenos">166</span></a> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">:</span>
</span><span id="explode_to_unnest-167"><a href="#explode_to_unnest-167"><span class="linenos">167</span></a> <span class="n">to_replace</span> <span class="o">=</span> <span class="n">select</span>
</span><span id="explode_to_unnest-168"><a href="#explode_to_unnest-168"><span class="linenos">168</span></a>
</span><span id="explode_to_unnest-169"><a href="#explode_to_unnest-169"><span class="linenos">169</span></a> <span class="n">pos_alias</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
</span><span id="explode_to_unnest-170"><a href="#explode_to_unnest-170"><span class="linenos">170</span></a> <span class="n">explode_alias</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
</span><span id="explode_to_unnest-171"><a href="#explode_to_unnest-171"><span class="linenos">171</span></a>
</span><span id="explode_to_unnest-172"><a href="#explode_to_unnest-172"><span class="linenos">172</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Alias</span><span class="p">):</span>
</span><span id="explode_to_unnest-173"><a href="#explode_to_unnest-173"><span class="linenos">173</span></a> <span class="n">explode_alias</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">alias</span>
</span><span id="explode_to_unnest-174"><a href="#explode_to_unnest-174"><span class="linenos">174</span></a> <span class="n">select</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">this</span>
</span><span id="explode_to_unnest-175"><a href="#explode_to_unnest-175"><span class="linenos">175</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Aliases</span><span class="p">):</span>
</span><span id="explode_to_unnest-176"><a href="#explode_to_unnest-176"><span class="linenos">176</span></a> <span class="n">pos_alias</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">aliases</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">name</span>
</span><span id="explode_to_unnest-177"><a href="#explode_to_unnest-177"><span class="linenos">177</span></a> <span class="n">explode_alias</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">aliases</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">name</span>
</span><span id="explode_to_unnest-178"><a href="#explode_to_unnest-178"><span class="linenos">178</span></a> <span class="n">select</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">this</span>
</span><span id="explode_to_unnest-179"><a href="#explode_to_unnest-179"><span class="linenos">179</span></a>
</span><span id="explode_to_unnest-180"><a href="#explode_to_unnest-180"><span class="linenos">180</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Explode</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Posexplode</span><span class="p">)):</span>
</span><span id="explode_to_unnest-181"><a href="#explode_to_unnest-181"><span class="linenos">181</span></a> <span class="n">is_posexplode</span> <span class="o">=</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Posexplode</span><span class="p">)</span>
</span><span id="explode_to_unnest-182"><a href="#explode_to_unnest-182"><span class="linenos">182</span></a>
</span><span id="explode_to_unnest-183"><a href="#explode_to_unnest-183"><span class="linenos">183</span></a> <span class="n">explode_arg</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">this</span>
</span><span id="explode_to_unnest-184"><a href="#explode_to_unnest-184"><span class="linenos">184</span></a> <span class="n">unnest</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">Unnest</span><span class="p">(</span><span class="n">expressions</span><span class="o">=</span><span class="p">[</span><span class="n">explode_arg</span><span class="o">.</span><span class="n">copy</span><span class="p">()],</span> <span class="n">ordinality</span><span class="o">=</span><span class="n">is_posexplode</span><span class="p">)</span>
</span><span id="explode_to_unnest-185"><a href="#explode_to_unnest-185"><span class="linenos">185</span></a>
</span><span id="explode_to_unnest-186"><a href="#explode_to_unnest-186"><span class="linenos">186</span></a> <span class="c1"># This ensures that we won&#39;t use [POS]EXPLODE&#39;s argument as a new selection</span>
</span><span id="explode_to_unnest-187"><a href="#explode_to_unnest-187"><span class="linenos">187</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">explode_arg</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="explode_to_unnest-188"><a href="#explode_to_unnest-188"><span class="linenos">188</span></a> <span class="n">taken_select_names</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">explode_arg</span><span class="o">.</span><span class="n">output_name</span><span class="p">)</span>
</span><span id="explode_to_unnest-189"><a href="#explode_to_unnest-189"><span class="linenos">189</span></a>
</span><span id="explode_to_unnest-190"><a href="#explode_to_unnest-190"><span class="linenos">190</span></a> <span class="n">unnest_source_alias</span> <span class="o">=</span> <span class="n">find_new_name</span><span class="p">(</span><span class="n">taken_source_names</span><span class="p">,</span> <span class="s2">&quot;_u&quot;</span><span class="p">)</span>
</span><span id="explode_to_unnest-191"><a href="#explode_to_unnest-191"><span class="linenos">191</span></a> <span class="n">taken_source_names</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">unnest_source_alias</span><span class="p">)</span>
</span><span id="explode_to_unnest-192"><a href="#explode_to_unnest-192"><span class="linenos">192</span></a>
</span><span id="explode_to_unnest-193"><a href="#explode_to_unnest-193"><span class="linenos">193</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">explode_alias</span><span class="p">:</span>
</span><span id="explode_to_unnest-194"><a href="#explode_to_unnest-194"><span class="linenos">194</span></a> <span class="n">explode_alias</span> <span class="o">=</span> <span class="n">find_new_name</span><span class="p">(</span><span class="n">taken_select_names</span><span class="p">,</span> <span class="s2">&quot;col&quot;</span><span class="p">)</span>
</span><span id="explode_to_unnest-195"><a href="#explode_to_unnest-195"><span class="linenos">195</span></a> <span class="n">taken_select_names</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">explode_alias</span><span class="p">)</span>
</span><span id="explode_to_unnest-196"><a href="#explode_to_unnest-196"><span class="linenos">196</span></a>
</span><span id="explode_to_unnest-197"><a href="#explode_to_unnest-197"><span class="linenos">197</span></a> <span class="k">if</span> <span class="n">is_posexplode</span><span class="p">:</span>
</span><span id="explode_to_unnest-198"><a href="#explode_to_unnest-198"><span class="linenos">198</span></a> <span class="n">pos_alias</span> <span class="o">=</span> <span class="n">find_new_name</span><span class="p">(</span><span class="n">taken_select_names</span><span class="p">,</span> <span class="s2">&quot;pos&quot;</span><span class="p">)</span>
</span><span id="explode_to_unnest-199"><a href="#explode_to_unnest-199"><span class="linenos">199</span></a> <span class="n">taken_select_names</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">pos_alias</span><span class="p">)</span>
</span><span id="explode_to_unnest-200"><a href="#explode_to_unnest-200"><span class="linenos">200</span></a>
</span><span id="explode_to_unnest-201"><a href="#explode_to_unnest-201"><span class="linenos">201</span></a> <span class="k">if</span> <span class="n">is_posexplode</span><span class="p">:</span>
</span><span id="explode_to_unnest-202"><a href="#explode_to_unnest-202"><span class="linenos">202</span></a> <span class="n">column_names</span> <span class="o">=</span> <span class="p">[</span><span class="n">explode_alias</span><span class="p">,</span> <span class="n">pos_alias</span><span class="p">]</span>
</span><span id="explode_to_unnest-203"><a href="#explode_to_unnest-203"><span class="linenos">203</span></a> <span class="n">to_replace</span><span class="o">.</span><span class="n">pop</span><span class="p">()</span>
</span><span id="explode_to_unnest-204"><a href="#explode_to_unnest-204"><span class="linenos">204</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="n">pos_alias</span><span class="p">,</span> <span class="n">explode_alias</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="explode_to_unnest-205"><a href="#explode_to_unnest-205"><span class="linenos">205</span></a> <span class="k">else</span><span class="p">:</span>
</span><span id="explode_to_unnest-206"><a href="#explode_to_unnest-206"><span class="linenos">206</span></a> <span class="n">column_names</span> <span class="o">=</span> <span class="p">[</span><span class="n">explode_alias</span><span class="p">]</span>
</span><span id="explode_to_unnest-207"><a href="#explode_to_unnest-207"><span class="linenos">207</span></a> <span class="n">to_replace</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">explode_alias</span><span class="p">))</span>
</span><span id="explode_to_unnest-208"><a href="#explode_to_unnest-208"><span class="linenos">208</span></a>
</span><span id="explode_to_unnest-209"><a href="#explode_to_unnest-209"><span class="linenos">209</span></a> <span class="n">unnest</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">alias_</span><span class="p">(</span><span class="n">unnest</span><span class="p">,</span> <span class="n">unnest_source_alias</span><span class="p">,</span> <span class="n">table</span><span class="o">=</span><span class="n">column_names</span><span class="p">)</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="explode_to_unnest-160"><a href="#explode_to_unnest-160"><span class="linenos">160</span></a><span class="k">def</span> <span class="nf">explode_to_unnest</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="explode_to_unnest-161"><a href="#explode_to_unnest-161"><span class="linenos">161</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Convert explode/posexplode into unnest (used in hive -&gt; presto).&quot;&quot;&quot;</span>
</span><span id="explode_to_unnest-162"><a href="#explode_to_unnest-162"><span class="linenos">162</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">Select</span><span class="p">):</span>
</span><span id="explode_to_unnest-163"><a href="#explode_to_unnest-163"><span class="linenos">163</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><span id="explode_to_unnest-164"><a href="#explode_to_unnest-164"><span class="linenos">164</span></a>
</span><span id="explode_to_unnest-165"><a href="#explode_to_unnest-165"><span class="linenos">165</span></a> <span class="n">taken_select_names</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">named_selects</span><span class="p">)</span>
</span><span id="explode_to_unnest-166"><a href="#explode_to_unnest-166"><span class="linenos">166</span></a> <span class="n">taken_source_names</span> <span class="o">=</span> <span class="p">{</span><span class="n">name</span> <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">_</span> <span class="ow">in</span> <span class="n">Scope</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span><span class="o">.</span><span class="n">references</span><span class="p">}</span>
</span><span id="explode_to_unnest-167"><a href="#explode_to_unnest-167"><span class="linenos">167</span></a>
</span><span id="explode_to_unnest-168"><a href="#explode_to_unnest-168"><span class="linenos">168</span></a> <span class="k">for</span> <span class="n">select</span> <span class="ow">in</span> <span class="n">expression</span><span class="o">.</span><span class="n">selects</span><span class="p">:</span>
</span><span id="explode_to_unnest-169"><a href="#explode_to_unnest-169"><span class="linenos">169</span></a> <span class="n">to_replace</span> <span class="o">=</span> <span class="n">select</span>
</span><span id="explode_to_unnest-170"><a href="#explode_to_unnest-170"><span class="linenos">170</span></a>
</span><span id="explode_to_unnest-171"><a href="#explode_to_unnest-171"><span class="linenos">171</span></a> <span class="n">pos_alias</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
</span><span id="explode_to_unnest-172"><a href="#explode_to_unnest-172"><span class="linenos">172</span></a> <span class="n">explode_alias</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span>
</span><span id="explode_to_unnest-173"><a href="#explode_to_unnest-173"><span class="linenos">173</span></a>
</span><span id="explode_to_unnest-174"><a href="#explode_to_unnest-174"><span class="linenos">174</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Alias</span><span class="p">):</span>
</span><span id="explode_to_unnest-175"><a href="#explode_to_unnest-175"><span class="linenos">175</span></a> <span class="n">explode_alias</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">alias</span>
</span><span id="explode_to_unnest-176"><a href="#explode_to_unnest-176"><span class="linenos">176</span></a> <span class="n">select</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">this</span>
</span><span id="explode_to_unnest-177"><a href="#explode_to_unnest-177"><span class="linenos">177</span></a> <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Aliases</span><span class="p">):</span>
</span><span id="explode_to_unnest-178"><a href="#explode_to_unnest-178"><span class="linenos">178</span></a> <span class="n">pos_alias</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">aliases</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">name</span>
</span><span id="explode_to_unnest-179"><a href="#explode_to_unnest-179"><span class="linenos">179</span></a> <span class="n">explode_alias</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">aliases</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">name</span>
</span><span id="explode_to_unnest-180"><a href="#explode_to_unnest-180"><span class="linenos">180</span></a> <span class="n">select</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">this</span>
</span><span id="explode_to_unnest-181"><a href="#explode_to_unnest-181"><span class="linenos">181</span></a>
</span><span id="explode_to_unnest-182"><a href="#explode_to_unnest-182"><span class="linenos">182</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">Explode</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Posexplode</span><span class="p">)):</span>
</span><span id="explode_to_unnest-183"><a href="#explode_to_unnest-183"><span class="linenos">183</span></a> <span class="n">is_posexplode</span> <span class="o">=</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">select</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Posexplode</span><span class="p">)</span>
</span><span id="explode_to_unnest-184"><a href="#explode_to_unnest-184"><span class="linenos">184</span></a>
</span><span id="explode_to_unnest-185"><a href="#explode_to_unnest-185"><span class="linenos">185</span></a> <span class="n">explode_arg</span> <span class="o">=</span> <span class="n">select</span><span class="o">.</span><span class="n">this</span>
</span><span id="explode_to_unnest-186"><a href="#explode_to_unnest-186"><span class="linenos">186</span></a> <span class="n">unnest</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">Unnest</span><span class="p">(</span><span class="n">expressions</span><span class="o">=</span><span class="p">[</span><span class="n">explode_arg</span><span class="o">.</span><span class="n">copy</span><span class="p">()],</span> <span class="n">ordinality</span><span class="o">=</span><span class="n">is_posexplode</span><span class="p">)</span>
</span><span id="explode_to_unnest-187"><a href="#explode_to_unnest-187"><span class="linenos">187</span></a>
</span><span id="explode_to_unnest-188"><a href="#explode_to_unnest-188"><span class="linenos">188</span></a> <span class="c1"># This ensures that we won&#39;t use [POS]EXPLODE&#39;s argument as a new selection</span>
</span><span id="explode_to_unnest-189"><a href="#explode_to_unnest-189"><span class="linenos">189</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">explode_arg</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="explode_to_unnest-190"><a href="#explode_to_unnest-190"><span class="linenos">190</span></a> <span class="n">taken_select_names</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">explode_arg</span><span class="o">.</span><span class="n">output_name</span><span class="p">)</span>
</span><span id="explode_to_unnest-191"><a href="#explode_to_unnest-191"><span class="linenos">191</span></a>
</span><span id="explode_to_unnest-192"><a href="#explode_to_unnest-192"><span class="linenos">192</span></a> <span class="n">unnest_source_alias</span> <span class="o">=</span> <span class="n">find_new_name</span><span class="p">(</span><span class="n">taken_source_names</span><span class="p">,</span> <span class="s2">&quot;_u&quot;</span><span class="p">)</span>
</span><span id="explode_to_unnest-193"><a href="#explode_to_unnest-193"><span class="linenos">193</span></a> <span class="n">taken_source_names</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">unnest_source_alias</span><span class="p">)</span>
</span><span id="explode_to_unnest-194"><a href="#explode_to_unnest-194"><span class="linenos">194</span></a>
</span><span id="explode_to_unnest-195"><a href="#explode_to_unnest-195"><span class="linenos">195</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">explode_alias</span><span class="p">:</span>
</span><span id="explode_to_unnest-196"><a href="#explode_to_unnest-196"><span class="linenos">196</span></a> <span class="n">explode_alias</span> <span class="o">=</span> <span class="n">find_new_name</span><span class="p">(</span><span class="n">taken_select_names</span><span class="p">,</span> <span class="s2">&quot;col&quot;</span><span class="p">)</span>
</span><span id="explode_to_unnest-197"><a href="#explode_to_unnest-197"><span class="linenos">197</span></a> <span class="n">taken_select_names</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">explode_alias</span><span class="p">)</span>
</span><span id="explode_to_unnest-198"><a href="#explode_to_unnest-198"><span class="linenos">198</span></a>
</span><span id="explode_to_unnest-199"><a href="#explode_to_unnest-199"><span class="linenos">199</span></a> <span class="k">if</span> <span class="n">is_posexplode</span><span class="p">:</span>
</span><span id="explode_to_unnest-200"><a href="#explode_to_unnest-200"><span class="linenos">200</span></a> <span class="n">pos_alias</span> <span class="o">=</span> <span class="n">find_new_name</span><span class="p">(</span><span class="n">taken_select_names</span><span class="p">,</span> <span class="s2">&quot;pos&quot;</span><span class="p">)</span>
</span><span id="explode_to_unnest-201"><a href="#explode_to_unnest-201"><span class="linenos">201</span></a> <span class="n">taken_select_names</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">pos_alias</span><span class="p">)</span>
</span><span id="explode_to_unnest-202"><a href="#explode_to_unnest-202"><span class="linenos">202</span></a>
</span><span id="explode_to_unnest-203"><a href="#explode_to_unnest-203"><span class="linenos">203</span></a> <span class="k">if</span> <span class="n">is_posexplode</span><span class="p">:</span>
</span><span id="explode_to_unnest-204"><a href="#explode_to_unnest-204"><span class="linenos">204</span></a> <span class="n">column_names</span> <span class="o">=</span> <span class="p">[</span><span class="n">explode_alias</span><span class="p">,</span> <span class="n">pos_alias</span><span class="p">]</span>
</span><span id="explode_to_unnest-205"><a href="#explode_to_unnest-205"><span class="linenos">205</span></a> <span class="n">to_replace</span><span class="o">.</span><span class="n">pop</span><span class="p">()</span>
</span><span id="explode_to_unnest-206"><a href="#explode_to_unnest-206"><span class="linenos">206</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="n">pos_alias</span><span class="p">,</span> <span class="n">explode_alias</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="explode_to_unnest-207"><a href="#explode_to_unnest-207"><span class="linenos">207</span></a> <span class="k">else</span><span class="p">:</span>
</span><span id="explode_to_unnest-208"><a href="#explode_to_unnest-208"><span class="linenos">208</span></a> <span class="n">column_names</span> <span class="o">=</span> <span class="p">[</span><span class="n">explode_alias</span><span class="p">]</span>
</span><span id="explode_to_unnest-209"><a href="#explode_to_unnest-209"><span class="linenos">209</span></a> <span class="n">to_replace</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">explode_alias</span><span class="p">))</span>
</span><span id="explode_to_unnest-210"><a href="#explode_to_unnest-210"><span class="linenos">210</span></a>
</span><span id="explode_to_unnest-211"><a href="#explode_to_unnest-211"><span class="linenos">211</span></a> <span class="k">if</span> <span class="ow">not</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;from&quot;</span><span class="p">):</span>
</span><span id="explode_to_unnest-212"><a href="#explode_to_unnest-212"><span class="linenos">212</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">from_</span><span class="p">(</span><span class="n">unnest</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="explode_to_unnest-213"><a href="#explode_to_unnest-213"><span class="linenos">213</span></a> <span class="k">else</span><span class="p">:</span>
</span><span id="explode_to_unnest-214"><a href="#explode_to_unnest-214"><span class="linenos">214</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">unnest</span><span class="p">,</span> <span class="n">join_type</span><span class="o">=</span><span class="s2">&quot;CROSS&quot;</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="explode_to_unnest-215"><a href="#explode_to_unnest-215"><span class="linenos">215</span></a>
</span><span id="explode_to_unnest-216"><a href="#explode_to_unnest-216"><span class="linenos">216</span></a> <span class="k">return</span> <span class="n">expression</span>
</span><span id="explode_to_unnest-211"><a href="#explode_to_unnest-211"><span class="linenos">211</span></a> <span class="n">unnest</span> <span class="o">=</span> <span class="n">exp</span><span class="o">.</span><span class="n">alias_</span><span class="p">(</span><span class="n">unnest</span><span class="p">,</span> <span class="n">unnest_source_alias</span><span class="p">,</span> <span class="n">table</span><span class="o">=</span><span class="n">column_names</span><span class="p">)</span>
</span><span id="explode_to_unnest-212"><a href="#explode_to_unnest-212"><span class="linenos">212</span></a>
</span><span id="explode_to_unnest-213"><a href="#explode_to_unnest-213"><span class="linenos">213</span></a> <span class="k">if</span> <span class="ow">not</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;from&quot;</span><span class="p">):</span>
</span><span id="explode_to_unnest-214"><a href="#explode_to_unnest-214"><span class="linenos">214</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">from_</span><span class="p">(</span><span class="n">unnest</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="explode_to_unnest-215"><a href="#explode_to_unnest-215"><span class="linenos">215</span></a> <span class="k">else</span><span class="p">:</span>
</span><span id="explode_to_unnest-216"><a href="#explode_to_unnest-216"><span class="linenos">216</span></a> <span class="n">expression</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">unnest</span><span class="p">,</span> <span class="n">join_type</span><span class="o">=</span><span class="s2">&quot;CROSS&quot;</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="explode_to_unnest-217"><a href="#explode_to_unnest-217"><span class="linenos">217</span></a>
</span><span id="explode_to_unnest-218"><a href="#explode_to_unnest-218"><span class="linenos">218</span></a> <span class="k">return</span> <span class="n">expression</span>
</span></pre></div>
@ -762,42 +744,6 @@ other expressions. This transforms removes the precision from parameterized type
</div>
</section>
<section id="remove_target_from_merge">
<input id="remove_target_from_merge-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
<div class="attr function">
<span class="def">def</span>
<span class="name">remove_target_from_merge</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="remove_target_from_merge-view-source"><span>View Source</span></label>
</div>
<a class="headerlink" href="#remove_target_from_merge"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="remove_target_from_merge-219"><a href="#remove_target_from_merge-219"><span class="linenos">219</span></a><span class="k">def</span> <span class="nf">remove_target_from_merge</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_target_from_merge-220"><a href="#remove_target_from_merge-220"><span class="linenos">220</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Remove table refs from columns in when statements.&quot;&quot;&quot;</span>
</span><span id="remove_target_from_merge-221"><a href="#remove_target_from_merge-221"><span class="linenos">221</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">Merge</span><span class="p">):</span>
</span><span id="remove_target_from_merge-222"><a href="#remove_target_from_merge-222"><span class="linenos">222</span></a> <span class="n">alias</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">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="remove_target_from_merge-223"><a href="#remove_target_from_merge-223"><span class="linenos">223</span></a> <span class="n">targets</span> <span class="o">=</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><span id="remove_target_from_merge-224"><a href="#remove_target_from_merge-224"><span class="linenos">224</span></a> <span class="k">if</span> <span class="n">alias</span><span class="p">:</span>
</span><span id="remove_target_from_merge-225"><a href="#remove_target_from_merge-225"><span class="linenos">225</span></a> <span class="n">targets</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">alias</span><span class="o">.</span><span class="n">this</span><span class="p">)</span>
</span><span id="remove_target_from_merge-226"><a href="#remove_target_from_merge-226"><span class="linenos">226</span></a>
</span><span id="remove_target_from_merge-227"><a href="#remove_target_from_merge-227"><span class="linenos">227</span></a> <span class="k">for</span> <span class="n">when</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="remove_target_from_merge-228"><a href="#remove_target_from_merge-228"><span class="linenos">228</span></a> <span class="n">when</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span>
</span><span id="remove_target_from_merge-229"><a href="#remove_target_from_merge-229"><span class="linenos">229</span></a> <span class="k">lambda</span> <span class="n">node</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">node</span><span class="o">.</span><span class="n">name</span><span class="p">)</span>
</span><span id="remove_target_from_merge-230"><a href="#remove_target_from_merge-230"><span class="linenos">230</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">Column</span><span class="p">)</span> <span class="ow">and</span> <span class="n">node</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;table&quot;</span><span class="p">)</span> <span class="ow">in</span> <span class="n">targets</span>
</span><span id="remove_target_from_merge-231"><a href="#remove_target_from_merge-231"><span class="linenos">231</span></a> <span class="k">else</span> <span class="n">node</span><span class="p">,</span>
</span><span id="remove_target_from_merge-232"><a href="#remove_target_from_merge-232"><span class="linenos">232</span></a> <span class="n">copy</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
</span><span id="remove_target_from_merge-233"><a href="#remove_target_from_merge-233"><span class="linenos">233</span></a> <span class="p">)</span>
</span><span id="remove_target_from_merge-234"><a href="#remove_target_from_merge-234"><span class="linenos">234</span></a>
</span><span id="remove_target_from_merge-235"><a href="#remove_target_from_merge-235"><span class="linenos">235</span></a> <span class="k">return</span> <span class="n">expression</span>
</span></pre></div>
<div class="docstring"><p>Remove table refs from columns in when statements.</p>
</div>
</section>
<section id="remove_within_group_for_percentiles">
<input id="remove_within_group_for_percentiles-view-source" class="view-source-toggle-state" type="checkbox" aria-hidden="true" tabindex="-1">
@ -810,17 +756,17 @@ other expressions. This transforms removes the precision from parameterized type
</div>
<a class="headerlink" href="#remove_within_group_for_percentiles"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="remove_within_group_for_percentiles-238"><a href="#remove_within_group_for_percentiles-238"><span class="linenos">238</span></a><span class="k">def</span> <span class="nf">remove_within_group_for_percentiles</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_within_group_for_percentiles-239"><a href="#remove_within_group_for_percentiles-239"><span class="linenos">239</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="remove_within_group_for_percentiles-240"><a href="#remove_within_group_for_percentiles-240"><span class="linenos">240</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">WithinGroup</span><span class="p">)</span>
</span><span id="remove_within_group_for_percentiles-241"><a href="#remove_within_group_for_percentiles-241"><span class="linenos">241</span></a> <span class="ow">and</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="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">PercentileCont</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">PercentileDisc</span><span class="p">))</span>
</span><span id="remove_within_group_for_percentiles-242"><a href="#remove_within_group_for_percentiles-242"><span class="linenos">242</span></a> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Order</span><span class="p">)</span>
</span><span id="remove_within_group_for_percentiles-243"><a href="#remove_within_group_for_percentiles-243"><span class="linenos">243</span></a> <span class="p">):</span>
</span><span id="remove_within_group_for_percentiles-244"><a href="#remove_within_group_for_percentiles-244"><span class="linenos">244</span></a> <span class="n">quantile</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">this</span>
</span><span id="remove_within_group_for_percentiles-245"><a href="#remove_within_group_for_percentiles-245"><span class="linenos">245</span></a> <span class="n">input_value</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">Ordered</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">Ordered</span><span class="p">))</span><span class="o">.</span><span class="n">this</span>
</span><span id="remove_within_group_for_percentiles-246"><a href="#remove_within_group_for_percentiles-246"><span class="linenos">246</span></a> <span class="k">return</span> <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">ApproxQuantile</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">input_value</span><span class="p">,</span> <span class="n">quantile</span><span class="o">=</span><span class="n">quantile</span><span class="p">))</span>
</span><span id="remove_within_group_for_percentiles-247"><a href="#remove_within_group_for_percentiles-247"><span class="linenos">247</span></a>
</span><span id="remove_within_group_for_percentiles-248"><a href="#remove_within_group_for_percentiles-248"><span class="linenos">248</span></a> <span class="k">return</span> <span class="n">expression</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="remove_within_group_for_percentiles-221"><a href="#remove_within_group_for_percentiles-221"><span class="linenos">221</span></a><span class="k">def</span> <span class="nf">remove_within_group_for_percentiles</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_within_group_for_percentiles-222"><a href="#remove_within_group_for_percentiles-222"><span class="linenos">222</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="remove_within_group_for_percentiles-223"><a href="#remove_within_group_for_percentiles-223"><span class="linenos">223</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">WithinGroup</span><span class="p">)</span>
</span><span id="remove_within_group_for_percentiles-224"><a href="#remove_within_group_for_percentiles-224"><span class="linenos">224</span></a> <span class="ow">and</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="p">(</span><span class="n">exp</span><span class="o">.</span><span class="n">PercentileCont</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">PercentileDisc</span><span class="p">))</span>
</span><span id="remove_within_group_for_percentiles-225"><a href="#remove_within_group_for_percentiles-225"><span class="linenos">225</span></a> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">expression</span><span class="o">.</span><span class="n">expression</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Order</span><span class="p">)</span>
</span><span id="remove_within_group_for_percentiles-226"><a href="#remove_within_group_for_percentiles-226"><span class="linenos">226</span></a> <span class="p">):</span>
</span><span id="remove_within_group_for_percentiles-227"><a href="#remove_within_group_for_percentiles-227"><span class="linenos">227</span></a> <span class="n">quantile</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">this</span>
</span><span id="remove_within_group_for_percentiles-228"><a href="#remove_within_group_for_percentiles-228"><span class="linenos">228</span></a> <span class="n">input_value</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">Ordered</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">Ordered</span><span class="p">))</span><span class="o">.</span><span class="n">this</span>
</span><span id="remove_within_group_for_percentiles-229"><a href="#remove_within_group_for_percentiles-229"><span class="linenos">229</span></a> <span class="k">return</span> <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">ApproxQuantile</span><span class="p">(</span><span class="n">this</span><span class="o">=</span><span class="n">input_value</span><span class="p">,</span> <span class="n">quantile</span><span class="o">=</span><span class="n">quantile</span><span class="p">))</span>
</span><span id="remove_within_group_for_percentiles-230"><a href="#remove_within_group_for_percentiles-230"><span class="linenos">230</span></a>
</span><span id="remove_within_group_for_percentiles-231"><a href="#remove_within_group_for_percentiles-231"><span class="linenos">231</span></a> <span class="k">return</span> <span class="n">expression</span>
</span></pre></div>
@ -838,22 +784,22 @@ other expressions. This transforms removes the precision from parameterized type
</div>
<a class="headerlink" href="#add_recursive_cte_column_names"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="add_recursive_cte_column_names-251"><a href="#add_recursive_cte_column_names-251"><span class="linenos">251</span></a><span class="k">def</span> <span class="nf">add_recursive_cte_column_names</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="add_recursive_cte_column_names-252"><a href="#add_recursive_cte_column_names-252"><span class="linenos">252</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">With</span><span class="p">)</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">recursive</span><span class="p">:</span>
</span><span id="add_recursive_cte_column_names-253"><a href="#add_recursive_cte_column_names-253"><span class="linenos">253</span></a> <span class="n">next_name</span> <span class="o">=</span> <span class="n">name_sequence</span><span class="p">(</span><span class="s2">&quot;_c_&quot;</span><span class="p">)</span>
</span><span id="add_recursive_cte_column_names-254"><a href="#add_recursive_cte_column_names-254"><span class="linenos">254</span></a>
</span><span id="add_recursive_cte_column_names-255"><a href="#add_recursive_cte_column_names-255"><span class="linenos">255</span></a> <span class="k">for</span> <span class="n">cte</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="add_recursive_cte_column_names-256"><a href="#add_recursive_cte_column_names-256"><span class="linenos">256</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">cte</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 class="p">:</span>
</span><span id="add_recursive_cte_column_names-257"><a href="#add_recursive_cte_column_names-257"><span class="linenos">257</span></a> <span class="n">query</span> <span class="o">=</span> <span class="n">cte</span><span class="o">.</span><span class="n">this</span>
</span><span id="add_recursive_cte_column_names-258"><a href="#add_recursive_cte_column_names-258"><span class="linenos">258</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">query</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Union</span><span class="p">):</span>
</span><span id="add_recursive_cte_column_names-259"><a href="#add_recursive_cte_column_names-259"><span class="linenos">259</span></a> <span class="n">query</span> <span class="o">=</span> <span class="n">query</span><span class="o">.</span><span class="n">this</span>
</span><span id="add_recursive_cte_column_names-260"><a href="#add_recursive_cte_column_names-260"><span class="linenos">260</span></a>
</span><span id="add_recursive_cte_column_names-261"><a href="#add_recursive_cte_column_names-261"><span class="linenos">261</span></a> <span class="n">cte</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">set</span><span class="p">(</span>
</span><span id="add_recursive_cte_column_names-262"><a href="#add_recursive_cte_column_names-262"><span class="linenos">262</span></a> <span class="s2">&quot;columns&quot;</span><span class="p">,</span>
</span><span id="add_recursive_cte_column_names-263"><a href="#add_recursive_cte_column_names-263"><span class="linenos">263</span></a> <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">s</span><span class="o">.</span><span class="n">alias_or_name</span> <span class="ow">or</span> <span class="n">next_name</span><span class="p">())</span> <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">query</span><span class="o">.</span><span class="n">selects</span><span class="p">],</span>
</span><span id="add_recursive_cte_column_names-264"><a href="#add_recursive_cte_column_names-264"><span class="linenos">264</span></a> <span class="p">)</span>
</span><span id="add_recursive_cte_column_names-265"><a href="#add_recursive_cte_column_names-265"><span class="linenos">265</span></a>
</span><span id="add_recursive_cte_column_names-266"><a href="#add_recursive_cte_column_names-266"><span class="linenos">266</span></a> <span class="k">return</span> <span class="n">expression</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="add_recursive_cte_column_names-234"><a href="#add_recursive_cte_column_names-234"><span class="linenos">234</span></a><span class="k">def</span> <span class="nf">add_recursive_cte_column_names</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="add_recursive_cte_column_names-235"><a href="#add_recursive_cte_column_names-235"><span class="linenos">235</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">With</span><span class="p">)</span> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">recursive</span><span class="p">:</span>
</span><span id="add_recursive_cte_column_names-236"><a href="#add_recursive_cte_column_names-236"><span class="linenos">236</span></a> <span class="n">next_name</span> <span class="o">=</span> <span class="n">name_sequence</span><span class="p">(</span><span class="s2">&quot;_c_&quot;</span><span class="p">)</span>
</span><span id="add_recursive_cte_column_names-237"><a href="#add_recursive_cte_column_names-237"><span class="linenos">237</span></a>
</span><span id="add_recursive_cte_column_names-238"><a href="#add_recursive_cte_column_names-238"><span class="linenos">238</span></a> <span class="k">for</span> <span class="n">cte</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="add_recursive_cte_column_names-239"><a href="#add_recursive_cte_column_names-239"><span class="linenos">239</span></a> <span class="k">if</span> <span class="ow">not</span> <span class="n">cte</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 class="p">:</span>
</span><span id="add_recursive_cte_column_names-240"><a href="#add_recursive_cte_column_names-240"><span class="linenos">240</span></a> <span class="n">query</span> <span class="o">=</span> <span class="n">cte</span><span class="o">.</span><span class="n">this</span>
</span><span id="add_recursive_cte_column_names-241"><a href="#add_recursive_cte_column_names-241"><span class="linenos">241</span></a> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">query</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">Union</span><span class="p">):</span>
</span><span id="add_recursive_cte_column_names-242"><a href="#add_recursive_cte_column_names-242"><span class="linenos">242</span></a> <span class="n">query</span> <span class="o">=</span> <span class="n">query</span><span class="o">.</span><span class="n">this</span>
</span><span id="add_recursive_cte_column_names-243"><a href="#add_recursive_cte_column_names-243"><span class="linenos">243</span></a>
</span><span id="add_recursive_cte_column_names-244"><a href="#add_recursive_cte_column_names-244"><span class="linenos">244</span></a> <span class="n">cte</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">set</span><span class="p">(</span>
</span><span id="add_recursive_cte_column_names-245"><a href="#add_recursive_cte_column_names-245"><span class="linenos">245</span></a> <span class="s2">&quot;columns&quot;</span><span class="p">,</span>
</span><span id="add_recursive_cte_column_names-246"><a href="#add_recursive_cte_column_names-246"><span class="linenos">246</span></a> <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">s</span><span class="o">.</span><span class="n">alias_or_name</span> <span class="ow">or</span> <span class="n">next_name</span><span class="p">())</span> <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">query</span><span class="o">.</span><span class="n">selects</span><span class="p">],</span>
</span><span id="add_recursive_cte_column_names-247"><a href="#add_recursive_cte_column_names-247"><span class="linenos">247</span></a> <span class="p">)</span>
</span><span id="add_recursive_cte_column_names-248"><a href="#add_recursive_cte_column_names-248"><span class="linenos">248</span></a>
</span><span id="add_recursive_cte_column_names-249"><a href="#add_recursive_cte_column_names-249"><span class="linenos">249</span></a> <span class="k">return</span> <span class="n">expression</span>
</span></pre></div>
@ -871,15 +817,15 @@ other expressions. This transforms removes the precision from parameterized type
</div>
<a class="headerlink" href="#epoch_cast_to_ts"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="epoch_cast_to_ts-269"><a href="#epoch_cast_to_ts-269"><span class="linenos">269</span></a><span class="k">def</span> <span class="nf">epoch_cast_to_ts</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="epoch_cast_to_ts-270"><a href="#epoch_cast_to_ts-270"><span class="linenos">270</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="epoch_cast_to_ts-271"><a href="#epoch_cast_to_ts-271"><span class="linenos">271</span></a> <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">Cast</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TryCast</span><span class="p">))</span>
</span><span id="epoch_cast_to_ts-272"><a href="#epoch_cast_to_ts-272"><span class="linenos">272</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">name</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="s2">&quot;epoch&quot;</span>
</span><span id="epoch_cast_to_ts-273"><a href="#epoch_cast_to_ts-273"><span class="linenos">273</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">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">TEMPORAL_TYPES</span>
</span><span id="epoch_cast_to_ts-274"><a href="#epoch_cast_to_ts-274"><span class="linenos">274</span></a> <span class="p">):</span>
</span><span id="epoch_cast_to_ts-275"><a href="#epoch_cast_to_ts-275"><span class="linenos">275</span></a> <span class="n">expression</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">Literal</span><span class="o">.</span><span class="n">string</span><span class="p">(</span><span class="s2">&quot;1970-01-01 00:00:00&quot;</span><span class="p">))</span>
</span><span id="epoch_cast_to_ts-276"><a href="#epoch_cast_to_ts-276"><span class="linenos">276</span></a>
</span><span id="epoch_cast_to_ts-277"><a href="#epoch_cast_to_ts-277"><span class="linenos">277</span></a> <span class="k">return</span> <span class="n">expression</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="epoch_cast_to_ts-252"><a href="#epoch_cast_to_ts-252"><span class="linenos">252</span></a><span class="k">def</span> <span class="nf">epoch_cast_to_ts</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="epoch_cast_to_ts-253"><a href="#epoch_cast_to_ts-253"><span class="linenos">253</span></a> <span class="k">if</span> <span class="p">(</span>
</span><span id="epoch_cast_to_ts-254"><a href="#epoch_cast_to_ts-254"><span class="linenos">254</span></a> <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">Cast</span><span class="p">,</span> <span class="n">exp</span><span class="o">.</span><span class="n">TryCast</span><span class="p">))</span>
</span><span id="epoch_cast_to_ts-255"><a href="#epoch_cast_to_ts-255"><span class="linenos">255</span></a> <span class="ow">and</span> <span class="n">expression</span><span class="o">.</span><span class="n">name</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="s2">&quot;epoch&quot;</span>
</span><span id="epoch_cast_to_ts-256"><a href="#epoch_cast_to_ts-256"><span class="linenos">256</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">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">TEMPORAL_TYPES</span>
</span><span id="epoch_cast_to_ts-257"><a href="#epoch_cast_to_ts-257"><span class="linenos">257</span></a> <span class="p">):</span>
</span><span id="epoch_cast_to_ts-258"><a href="#epoch_cast_to_ts-258"><span class="linenos">258</span></a> <span class="n">expression</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">Literal</span><span class="o">.</span><span class="n">string</span><span class="p">(</span><span class="s2">&quot;1970-01-01 00:00:00&quot;</span><span class="p">))</span>
</span><span id="epoch_cast_to_ts-259"><a href="#epoch_cast_to_ts-259"><span class="linenos">259</span></a>
</span><span id="epoch_cast_to_ts-260"><a href="#epoch_cast_to_ts-260"><span class="linenos">260</span></a> <span class="k">return</span> <span class="n">expression</span>
</span></pre></div>
@ -897,47 +843,47 @@ other expressions. This transforms removes the precision from parameterized type
</div>
<a class="headerlink" href="#preprocess"></a>
<div class="pdoc-code codehilite"><pre><span></span><span id="preprocess-280"><a href="#preprocess-280"><span class="linenos">280</span></a><span class="k">def</span> <span class="nf">preprocess</span><span class="p">(</span>
</span><span id="preprocess-281"><a href="#preprocess-281"><span class="linenos">281</span></a> <span class="n">transforms</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">t</span><span class="o">.</span><span class="n">Callable</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">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]],</span>
</span><span id="preprocess-282"><a href="#preprocess-282"><span class="linenos">282</span></a><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Callable</span><span class="p">[[</span><span class="n">Generator</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="nb">str</span><span class="p">]:</span>
</span><span id="preprocess-283"><a href="#preprocess-283"><span class="linenos">283</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="preprocess-284"><a href="#preprocess-284"><span class="linenos">284</span></a><span class="sd"> Creates a new transform by chaining a sequence of transformations and converts the resulting</span>
</span><span id="preprocess-285"><a href="#preprocess-285"><span class="linenos">285</span></a><span class="sd"> expression to SQL, using either the &quot;_sql&quot; method corresponding to the resulting expression,</span>
</span><span id="preprocess-286"><a href="#preprocess-286"><span class="linenos">286</span></a><span class="sd"> or the appropriate `Generator.TRANSFORMS` function (when applicable -- see below).</span>
</span><span id="preprocess-287"><a href="#preprocess-287"><span class="linenos">287</span></a>
</span><span id="preprocess-288"><a href="#preprocess-288"><span class="linenos">288</span></a><span class="sd"> Args:</span>
</span><span id="preprocess-289"><a href="#preprocess-289"><span class="linenos">289</span></a><span class="sd"> transforms: sequence of transform functions. These will be called in order.</span>
</span><span id="preprocess-290"><a href="#preprocess-290"><span class="linenos">290</span></a>
</span><span id="preprocess-291"><a href="#preprocess-291"><span class="linenos">291</span></a><span class="sd"> Returns:</span>
</span><span id="preprocess-292"><a href="#preprocess-292"><span class="linenos">292</span></a><span class="sd"> Function that can be used as a generator transform.</span>
</span><span id="preprocess-293"><a href="#preprocess-293"><span class="linenos">293</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="preprocess-294"><a href="#preprocess-294"><span class="linenos">294</span></a>
</span><span id="preprocess-295"><a href="#preprocess-295"><span class="linenos">295</span></a> <span class="k">def</span> <span class="nf">_to_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">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="preprocess-296"><a href="#preprocess-296"><span class="linenos">296</span></a> <span class="n">expression_type</span> <span class="o">=</span> <span class="nb">type</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="preprocess-297"><a href="#preprocess-297"><span class="linenos">297</span></a>
</span><span id="preprocess-298"><a href="#preprocess-298"><span class="linenos">298</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">transforms</span><span class="p">[</span><span class="mi">0</span><span class="p">](</span><span class="n">expression</span><span class="o">.</span><span class="n">copy</span><span class="p">())</span>
</span><span id="preprocess-299"><a href="#preprocess-299"><span class="linenos">299</span></a> <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">transforms</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
</span><span id="preprocess-300"><a href="#preprocess-300"><span class="linenos">300</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">t</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="preprocess-301"><a href="#preprocess-301"><span class="linenos">301</span></a>
</span><span id="preprocess-302"><a href="#preprocess-302"><span class="linenos">302</span></a> <span class="n">_sql_handler</span> <span class="o">=</span> <span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">key</span> <span class="o">+</span> <span class="s2">&quot;_sql&quot;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
</span><span id="preprocess-303"><a href="#preprocess-303"><span class="linenos">303</span></a> <span class="k">if</span> <span class="n">_sql_handler</span><span class="p">:</span>
</span><span id="preprocess-304"><a href="#preprocess-304"><span class="linenos">304</span></a> <span class="k">return</span> <span class="n">_sql_handler</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="preprocess-305"><a href="#preprocess-305"><span class="linenos">305</span></a>
</span><span id="preprocess-306"><a href="#preprocess-306"><span class="linenos">306</span></a> <span class="n">transforms_handler</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="nb">type</span><span class="p">(</span><span class="n">expression</span><span class="p">))</span>
</span><span id="preprocess-307"><a href="#preprocess-307"><span class="linenos">307</span></a> <span class="k">if</span> <span class="n">transforms_handler</span><span class="p">:</span>
</span><span id="preprocess-308"><a href="#preprocess-308"><span class="linenos">308</span></a> <span class="c1"># Ensures we don&#39;t enter an infinite loop. This can happen when the original expression</span>
</span><span id="preprocess-309"><a href="#preprocess-309"><span class="linenos">309</span></a> <span class="c1"># has the same type as the final expression and there&#39;s no _sql method available for it,</span>
</span><span id="preprocess-310"><a href="#preprocess-310"><span class="linenos">310</span></a> <span class="c1"># because then it&#39;d re-enter _to_sql.</span>
</span><span id="preprocess-311"><a href="#preprocess-311"><span class="linenos">311</span></a> <span class="k">if</span> <span class="n">expression_type</span> <span class="ow">is</span> <span class="nb">type</span><span class="p">(</span><span class="n">expression</span><span class="p">):</span>
</span><span id="preprocess-312"><a href="#preprocess-312"><span class="linenos">312</span></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
</span><span id="preprocess-313"><a href="#preprocess-313"><span class="linenos">313</span></a> <span class="sa">f</span><span class="s2">&quot;Expression type </span><span class="si">{</span><span class="n">expression</span><span class="o">.</span><span class="vm">__class__</span><span class="o">.</span><span class="vm">__name__</span><span class="si">}</span><span class="s2"> requires a _sql method in order to be transformed.&quot;</span>
</span><span id="preprocess-314"><a href="#preprocess-314"><span class="linenos">314</span></a> <span class="p">)</span>
</span><span id="preprocess-315"><a href="#preprocess-315"><span class="linenos">315</span></a>
</span><span id="preprocess-316"><a href="#preprocess-316"><span class="linenos">316</span></a> <span class="k">return</span> <span class="n">transforms_handler</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">)</span>
</span><span id="preprocess-317"><a href="#preprocess-317"><span class="linenos">317</span></a>
</span><span id="preprocess-318"><a href="#preprocess-318"><span class="linenos">318</span></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Unsupported expression type </span><span class="si">{</span><span class="n">expression</span><span class="o">.</span><span class="vm">__class__</span><span class="o">.</span><span class="vm">__name__</span><span class="si">}</span><span class="s2">.&quot;</span><span class="p">)</span>
</span><span id="preprocess-319"><a href="#preprocess-319"><span class="linenos">319</span></a>
</span><span id="preprocess-320"><a href="#preprocess-320"><span class="linenos">320</span></a> <span class="k">return</span> <span class="n">_to_sql</span>
<div class="pdoc-code codehilite"><pre><span></span><span id="preprocess-263"><a href="#preprocess-263"><span class="linenos">263</span></a><span class="k">def</span> <span class="nf">preprocess</span><span class="p">(</span>
</span><span id="preprocess-264"><a href="#preprocess-264"><span class="linenos">264</span></a> <span class="n">transforms</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">t</span><span class="o">.</span><span class="n">Callable</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">exp</span><span class="o">.</span><span class="n">Expression</span><span class="p">]],</span>
</span><span id="preprocess-265"><a href="#preprocess-265"><span class="linenos">265</span></a><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">t</span><span class="o">.</span><span class="n">Callable</span><span class="p">[[</span><span class="n">Generator</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="nb">str</span><span class="p">]:</span>
</span><span id="preprocess-266"><a href="#preprocess-266"><span class="linenos">266</span></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;</span>
</span><span id="preprocess-267"><a href="#preprocess-267"><span class="linenos">267</span></a><span class="sd"> Creates a new transform by chaining a sequence of transformations and converts the resulting</span>
</span><span id="preprocess-268"><a href="#preprocess-268"><span class="linenos">268</span></a><span class="sd"> expression to SQL, using either the &quot;_sql&quot; method corresponding to the resulting expression,</span>
</span><span id="preprocess-269"><a href="#preprocess-269"><span class="linenos">269</span></a><span class="sd"> or the appropriate `Generator.TRANSFORMS` function (when applicable -- see below).</span>
</span><span id="preprocess-270"><a href="#preprocess-270"><span class="linenos">270</span></a>
</span><span id="preprocess-271"><a href="#preprocess-271"><span class="linenos">271</span></a><span class="sd"> Args:</span>
</span><span id="preprocess-272"><a href="#preprocess-272"><span class="linenos">272</span></a><span class="sd"> transforms: sequence of transform functions. These will be called in order.</span>
</span><span id="preprocess-273"><a href="#preprocess-273"><span class="linenos">273</span></a>
</span><span id="preprocess-274"><a href="#preprocess-274"><span class="linenos">274</span></a><span class="sd"> Returns:</span>
</span><span id="preprocess-275"><a href="#preprocess-275"><span class="linenos">275</span></a><span class="sd"> Function that can be used as a generator transform.</span>
</span><span id="preprocess-276"><a href="#preprocess-276"><span class="linenos">276</span></a><span class="sd"> &quot;&quot;&quot;</span>
</span><span id="preprocess-277"><a href="#preprocess-277"><span class="linenos">277</span></a>
</span><span id="preprocess-278"><a href="#preprocess-278"><span class="linenos">278</span></a> <span class="k">def</span> <span class="nf">_to_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">Expression</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
</span><span id="preprocess-279"><a href="#preprocess-279"><span class="linenos">279</span></a> <span class="n">expression_type</span> <span class="o">=</span> <span class="nb">type</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="preprocess-280"><a href="#preprocess-280"><span class="linenos">280</span></a>
</span><span id="preprocess-281"><a href="#preprocess-281"><span class="linenos">281</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">transforms</span><span class="p">[</span><span class="mi">0</span><span class="p">](</span><span class="n">expression</span><span class="o">.</span><span class="n">copy</span><span class="p">())</span>
</span><span id="preprocess-282"><a href="#preprocess-282"><span class="linenos">282</span></a> <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">transforms</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
</span><span id="preprocess-283"><a href="#preprocess-283"><span class="linenos">283</span></a> <span class="n">expression</span> <span class="o">=</span> <span class="n">t</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="preprocess-284"><a href="#preprocess-284"><span class="linenos">284</span></a>
</span><span id="preprocess-285"><a href="#preprocess-285"><span class="linenos">285</span></a> <span class="n">_sql_handler</span> <span class="o">=</span> <span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="o">.</span><span class="n">key</span> <span class="o">+</span> <span class="s2">&quot;_sql&quot;</span><span class="p">,</span> <span class="kc">None</span><span class="p">)</span>
</span><span id="preprocess-286"><a href="#preprocess-286"><span class="linenos">286</span></a> <span class="k">if</span> <span class="n">_sql_handler</span><span class="p">:</span>
</span><span id="preprocess-287"><a href="#preprocess-287"><span class="linenos">287</span></a> <span class="k">return</span> <span class="n">_sql_handler</span><span class="p">(</span><span class="n">expression</span><span class="p">)</span>
</span><span id="preprocess-288"><a href="#preprocess-288"><span class="linenos">288</span></a>
</span><span id="preprocess-289"><a href="#preprocess-289"><span class="linenos">289</span></a> <span class="n">transforms_handler</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">TRANSFORMS</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="nb">type</span><span class="p">(</span><span class="n">expression</span><span class="p">))</span>
</span><span id="preprocess-290"><a href="#preprocess-290"><span class="linenos">290</span></a> <span class="k">if</span> <span class="n">transforms_handler</span><span class="p">:</span>
</span><span id="preprocess-291"><a href="#preprocess-291"><span class="linenos">291</span></a> <span class="c1"># Ensures we don&#39;t enter an infinite loop. This can happen when the original expression</span>
</span><span id="preprocess-292"><a href="#preprocess-292"><span class="linenos">292</span></a> <span class="c1"># has the same type as the final expression and there&#39;s no _sql method available for it,</span>
</span><span id="preprocess-293"><a href="#preprocess-293"><span class="linenos">293</span></a> <span class="c1"># because then it&#39;d re-enter _to_sql.</span>
</span><span id="preprocess-294"><a href="#preprocess-294"><span class="linenos">294</span></a> <span class="k">if</span> <span class="n">expression_type</span> <span class="ow">is</span> <span class="nb">type</span><span class="p">(</span><span class="n">expression</span><span class="p">):</span>
</span><span id="preprocess-295"><a href="#preprocess-295"><span class="linenos">295</span></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
</span><span id="preprocess-296"><a href="#preprocess-296"><span class="linenos">296</span></a> <span class="sa">f</span><span class="s2">&quot;Expression type </span><span class="si">{</span><span class="n">expression</span><span class="o">.</span><span class="vm">__class__</span><span class="o">.</span><span class="vm">__name__</span><span class="si">}</span><span class="s2"> requires a _sql method in order to be transformed.&quot;</span>
</span><span id="preprocess-297"><a href="#preprocess-297"><span class="linenos">297</span></a> <span class="p">)</span>
</span><span id="preprocess-298"><a href="#preprocess-298"><span class="linenos">298</span></a>
</span><span id="preprocess-299"><a href="#preprocess-299"><span class="linenos">299</span></a> <span class="k">return</span> <span class="n">transforms_handler</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">expression</span><span class="p">)</span>
</span><span id="preprocess-300"><a href="#preprocess-300"><span class="linenos">300</span></a>
</span><span id="preprocess-301"><a href="#preprocess-301"><span class="linenos">301</span></a> <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Unsupported expression type </span><span class="si">{</span><span class="n">expression</span><span class="o">.</span><span class="vm">__class__</span><span class="o">.</span><span class="vm">__name__</span><span class="si">}</span><span class="s2">.&quot;</span><span class="p">)</span>
</span><span id="preprocess-302"><a href="#preprocess-302"><span class="linenos">302</span></a>
</span><span id="preprocess-303"><a href="#preprocess-303"><span class="linenos">303</span></a> <span class="k">return</span> <span class="n">_to_sql</span>
</span></pre></div>