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sqlglot/sqlglot/optimizer/eliminate_subqueries.py

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from __future__ import annotations
import itertools
import typing as t
from sqlglot import expressions as exp
from sqlglot.helper import find_new_name
from sqlglot.optimizer.scope import Scope, build_scope
if t.TYPE_CHECKING:
ExistingCTEsMapping = t.Dict[exp.Expression, str]
TakenNameMapping = t.Dict[str, t.Union[Scope, exp.Expression]]
def eliminate_subqueries(expression: exp.Expression) -> exp.Expression:
"""
Rewrite derived tables as CTES, deduplicating if possible.
Example:
>>> import sqlglot
>>> expression = sqlglot.parse_one("SELECT a FROM (SELECT * FROM x) AS y")
>>> eliminate_subqueries(expression).sql()
'WITH y AS (SELECT * FROM x) SELECT a FROM y AS y'
This also deduplicates common subqueries:
>>> expression = sqlglot.parse_one("SELECT a FROM (SELECT * FROM x) AS y CROSS JOIN (SELECT * FROM x) AS z")
>>> eliminate_subqueries(expression).sql()
'WITH y AS (SELECT * FROM x) SELECT a FROM y AS y CROSS JOIN y AS z'
Args:
expression (sqlglot.Expression): expression
Returns:
sqlglot.Expression: expression
"""
if isinstance(expression, exp.Subquery):
# It's possible to have subqueries at the root, e.g. (SELECT * FROM x) LIMIT 1
eliminate_subqueries(expression.this)
return expression
root = build_scope(expression)
if not root:
return expression
# Map of alias->Scope|Table
# These are all aliases that are already used in the expression.
# We don't want to create new CTEs that conflict with these names.
taken: TakenNameMapping = {}
# All CTE aliases in the root scope are taken
for scope in root.cte_scopes:
taken[scope.expression.parent.alias] = scope
# All table names are taken
for scope in root.traverse():
taken.update(
{
source.name: source
for _, source in scope.sources.items()
if isinstance(source, exp.Table)
}
)
# Map of Expression->alias
# Existing CTES in the root expression. We'll use this for deduplication.
existing_ctes: ExistingCTEsMapping = {}
with_ = root.expression.args.get("with")
recursive = False
if with_:
recursive = with_.args.get("recursive")
for cte in with_.expressions:
existing_ctes[cte.this] = cte.alias
new_ctes = []
# We're adding more CTEs, but we want to maintain the DAG order.
# Derived tables within an existing CTE need to come before the existing CTE.
for cte_scope in root.cte_scopes:
# Append all the new CTEs from this existing CTE
for scope in cte_scope.traverse():
if scope is cte_scope:
# Don't try to eliminate this CTE itself
continue
new_cte = _eliminate(scope, existing_ctes, taken)
if new_cte:
new_ctes.append(new_cte)
# Append the existing CTE itself
new_ctes.append(cte_scope.expression.parent)
# Now append the rest
for scope in itertools.chain(root.union_scopes, root.subquery_scopes, root.table_scopes):
for child_scope in scope.traverse():
new_cte = _eliminate(child_scope, existing_ctes, taken)
if new_cte:
new_ctes.append(new_cte)
if new_ctes:
query = expression.expression if isinstance(expression, exp.DDL) else expression
query.set("with", exp.With(expressions=new_ctes, recursive=recursive))
return expression
def _eliminate(
scope: Scope, existing_ctes: ExistingCTEsMapping, taken: TakenNameMapping
) -> t.Optional[exp.Expression]:
if scope.is_derived_table:
return _eliminate_derived_table(scope, existing_ctes, taken)
if scope.is_cte:
return _eliminate_cte(scope, existing_ctes, taken)
return None
def _eliminate_derived_table(
scope: Scope, existing_ctes: ExistingCTEsMapping, taken: TakenNameMapping
) -> t.Optional[exp.Expression]:
# This makes sure that we don't:
# - drop the "pivot" arg from a pivoted subquery
# - eliminate a lateral correlated subquery
if scope.parent.pivots or isinstance(scope.parent.expression, exp.Lateral):
return None
# Get rid of redundant exp.Subquery expressions, i.e. those that are just used as wrappers
to_replace = scope.expression.parent.unwrap()
name, cte = _new_cte(scope, existing_ctes, taken)
table = exp.alias_(exp.table_(name), alias=to_replace.alias or name)
table.set("joins", to_replace.args.get("joins"))
to_replace.replace(table)
return cte
def _eliminate_cte(
scope: Scope, existing_ctes: ExistingCTEsMapping, taken: TakenNameMapping
) -> t.Optional[exp.Expression]:
parent = scope.expression.parent
name, cte = _new_cte(scope, existing_ctes, taken)
with_ = parent.parent
parent.pop()
if not with_.expressions:
with_.pop()
# Rename references to this CTE
for child_scope in scope.parent.traverse():
for table, source in child_scope.selected_sources.values():
if source is scope:
new_table = exp.alias_(exp.table_(name), alias=table.alias_or_name, copy=False)
table.replace(new_table)
return cte
def _new_cte(
scope: Scope, existing_ctes: ExistingCTEsMapping, taken: TakenNameMapping
) -> t.Tuple[str, t.Optional[exp.Expression]]:
"""
Returns:
tuple of (name, cte)
where `name` is a new name for this CTE in the root scope and `cte` is a new CTE instance.
If this CTE duplicates an existing CTE, `cte` will be None.
"""
duplicate_cte_alias = existing_ctes.get(scope.expression)
parent = scope.expression.parent
name = parent.alias
if not name:
name = find_new_name(taken=taken, base="cte")
if duplicate_cte_alias:
name = duplicate_cte_alias
elif taken.get(name):
name = find_new_name(taken=taken, base=name)
taken[name] = scope
if not duplicate_cte_alias:
existing_ctes[scope.expression] = name
cte = exp.CTE(
this=scope.expression,
alias=exp.TableAlias(this=exp.to_identifier(name)),
)
else:
cte = None
return name, cte