652 lines
23 KiB
Python
652 lines
23 KiB
Python
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from sqlalchemy import exc, schema, topological, util, sql, types as sqltypes
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from sqlalchemy.sql import expression, operators, visitors
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from itertools import chain
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"""Utility functions that build upon SQL and Schema constructs."""
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def sort_tables(tables):
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"""sort a collection of Table objects in order of their foreign-key dependency."""
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tables = list(tables)
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tuples = []
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def visit_foreign_key(fkey):
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if fkey.use_alter:
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return
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parent_table = fkey.column.table
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if parent_table in tables:
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child_table = fkey.parent.table
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tuples.append( ( parent_table, child_table ) )
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for table in tables:
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visitors.traverse(table, {'schema_visitor':True}, {'foreign_key':visit_foreign_key})
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return topological.sort(tuples, tables)
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def find_join_source(clauses, join_to):
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"""Given a list of FROM clauses and a selectable,
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return the first index and element from the list of
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clauses which can be joined against the selectable. returns
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None, None if no match is found.
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e.g.::
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clause1 = table1.join(table2)
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clause2 = table4.join(table5)
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join_to = table2.join(table3)
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find_join_source([clause1, clause2], join_to) == clause1
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"""
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selectables = list(expression._from_objects(join_to))
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for i, f in enumerate(clauses):
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for s in selectables:
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if f.is_derived_from(s):
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return i, f
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else:
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return None, None
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def find_tables(clause, check_columns=False,
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include_aliases=False, include_joins=False,
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include_selects=False, include_crud=False):
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"""locate Table objects within the given expression."""
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tables = []
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_visitors = {}
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if include_selects:
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_visitors['select'] = _visitors['compound_select'] = tables.append
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if include_joins:
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_visitors['join'] = tables.append
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if include_aliases:
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_visitors['alias'] = tables.append
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if include_crud:
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_visitors['insert'] = _visitors['update'] = \
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_visitors['delete'] = lambda ent: tables.append(ent.table)
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if check_columns:
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def visit_column(column):
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tables.append(column.table)
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_visitors['column'] = visit_column
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_visitors['table'] = tables.append
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visitors.traverse(clause, {'column_collections':False}, _visitors)
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return tables
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def find_columns(clause):
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"""locate Column objects within the given expression."""
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cols = util.column_set()
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visitors.traverse(clause, {}, {'column':cols.add})
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return cols
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def _quote_ddl_expr(element):
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if isinstance(element, basestring):
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element = element.replace("'", "''")
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return "'%s'" % element
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else:
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return repr(element)
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def expression_as_ddl(clause):
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"""Given a SQL expression, convert for usage in DDL, such as
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CREATE INDEX and CHECK CONSTRAINT.
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Converts bind params into quoted literals, column identifiers
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into detached column constructs so that the parent table
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identifier is not included.
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"""
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def repl(element):
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if isinstance(element, expression._BindParamClause):
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return expression.literal_column(_quote_ddl_expr(element.value))
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elif isinstance(element, expression.ColumnClause) and \
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element.table is not None:
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return expression.column(element.name)
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else:
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return None
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return visitors.replacement_traverse(clause, {}, repl)
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def adapt_criterion_to_null(crit, nulls):
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"""given criterion containing bind params, convert selected elements to IS NULL."""
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def visit_binary(binary):
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if isinstance(binary.left, expression._BindParamClause) and binary.left.key in nulls:
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# reverse order if the NULL is on the left side
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binary.left = binary.right
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binary.right = expression.null()
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binary.operator = operators.is_
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binary.negate = operators.isnot
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elif isinstance(binary.right, expression._BindParamClause) and binary.right.key in nulls:
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binary.right = expression.null()
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binary.operator = operators.is_
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binary.negate = operators.isnot
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return visitors.cloned_traverse(crit, {}, {'binary':visit_binary})
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def join_condition(a, b, ignore_nonexistent_tables=False, a_subset=None):
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"""create a join condition between two tables or selectables.
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e.g.::
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join_condition(tablea, tableb)
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would produce an expression along the lines of::
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tablea.c.id==tableb.c.tablea_id
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The join is determined based on the foreign key relationships
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between the two selectables. If there are multiple ways
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to join, or no way to join, an error is raised.
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:param ignore_nonexistent_tables: This flag will cause the
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function to silently skip over foreign key resolution errors
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due to nonexistent tables - the assumption is that these
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tables have not yet been defined within an initialization process
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and are not significant to the operation.
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:param a_subset: An optional expression that is a sub-component
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of ``a``. An attempt will be made to join to just this sub-component
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first before looking at the full ``a`` construct, and if found
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will be successful even if there are other ways to join to ``a``.
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This allows the "right side" of a join to be passed thereby
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providing a "natural join".
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"""
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crit = []
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constraints = set()
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for left in (a_subset, a):
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if left is None:
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continue
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for fk in b.foreign_keys:
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try:
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col = fk.get_referent(left)
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except exc.NoReferencedTableError:
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if ignore_nonexistent_tables:
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continue
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else:
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raise
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if col is not None:
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crit.append(col == fk.parent)
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constraints.add(fk.constraint)
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if left is not b:
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for fk in left.foreign_keys:
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try:
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col = fk.get_referent(b)
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except exc.NoReferencedTableError:
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if ignore_nonexistent_tables:
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continue
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else:
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raise
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if col is not None:
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crit.append(col == fk.parent)
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constraints.add(fk.constraint)
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if crit:
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break
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if len(crit) == 0:
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if isinstance(b, expression._FromGrouping):
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hint = " Perhaps you meant to convert the right side to a subquery using alias()?"
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else:
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hint = ""
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raise exc.ArgumentError(
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"Can't find any foreign key relationships "
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"between '%s' and '%s'.%s" % (a.description, b.description, hint))
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elif len(constraints) > 1:
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raise exc.ArgumentError(
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"Can't determine join between '%s' and '%s'; "
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"tables have more than one foreign key "
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"constraint relationship between them. "
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"Please specify the 'onclause' of this "
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"join explicitly." % (a.description, b.description))
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elif len(crit) == 1:
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return (crit[0])
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else:
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return sql.and_(*crit)
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class Annotated(object):
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"""clones a ClauseElement and applies an 'annotations' dictionary.
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Unlike regular clones, this clone also mimics __hash__() and
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__cmp__() of the original element so that it takes its place
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in hashed collections.
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A reference to the original element is maintained, for the important
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reason of keeping its hash value current. When GC'ed, the
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hash value may be reused, causing conflicts.
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"""
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def __new__(cls, *args):
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if not args:
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# clone constructor
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return object.__new__(cls)
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else:
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element, values = args
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# pull appropriate subclass from registry of annotated
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# classes
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try:
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cls = annotated_classes[element.__class__]
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except KeyError:
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cls = annotated_classes[element.__class__] = type.__new__(type,
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"Annotated%s" % element.__class__.__name__,
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(Annotated, element.__class__), {})
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return object.__new__(cls)
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def __init__(self, element, values):
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# force FromClause to generate their internal
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# collections into __dict__
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if isinstance(element, expression.FromClause):
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element.c
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self.__dict__ = element.__dict__.copy()
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self.__element = element
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self._annotations = values
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def _annotate(self, values):
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_values = self._annotations.copy()
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_values.update(values)
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clone = self.__class__.__new__(self.__class__)
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clone.__dict__ = self.__dict__.copy()
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clone._annotations = _values
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return clone
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def _deannotate(self):
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return self.__element
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def _clone(self):
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clone = self.__element._clone()
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if clone is self.__element:
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# detect immutable, don't change anything
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return self
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else:
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# update the clone with any changes that have occured
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# to this object's __dict__.
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clone.__dict__.update(self.__dict__)
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return Annotated(clone, self._annotations)
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def __hash__(self):
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return hash(self.__element)
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def __cmp__(self, other):
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return cmp(hash(self.__element), hash(other))
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# hard-generate Annotated subclasses. this technique
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# is used instead of on-the-fly types (i.e. type.__new__())
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# so that the resulting objects are pickleable.
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annotated_classes = {}
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from sqlalchemy.sql import expression
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for cls in expression.__dict__.values() + [schema.Column, schema.Table]:
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if isinstance(cls, type) and issubclass(cls, expression.ClauseElement):
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exec "class Annotated%s(Annotated, cls):\n" \
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" __visit_name__ = cls.__visit_name__\n"\
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" pass" % (cls.__name__, ) in locals()
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exec "annotated_classes[cls] = Annotated%s" % (cls.__name__)
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def _deep_annotate(element, annotations, exclude=None):
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"""Deep copy the given ClauseElement, annotating each element with the given annotations dictionary.
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Elements within the exclude collection will be cloned but not annotated.
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"""
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def clone(elem):
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# check if element is present in the exclude list.
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# take into account proxying relationships.
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if exclude and \
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hasattr(elem, 'proxy_set') and \
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elem.proxy_set.intersection(exclude):
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elem = elem._clone()
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elif annotations != elem._annotations:
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elem = elem._annotate(annotations.copy())
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elem._copy_internals(clone=clone)
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return elem
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if element is not None:
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element = clone(element)
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return element
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def _deep_deannotate(element):
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"""Deep copy the given element, removing all annotations."""
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def clone(elem):
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elem = elem._deannotate()
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elem._copy_internals(clone=clone)
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return elem
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if element is not None:
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element = clone(element)
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return element
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def splice_joins(left, right, stop_on=None):
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if left is None:
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return right
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stack = [(right, None)]
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adapter = ClauseAdapter(left)
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ret = None
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while stack:
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(right, prevright) = stack.pop()
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if isinstance(right, expression.Join) and right is not stop_on:
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right = right._clone()
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right._reset_exported()
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right.onclause = adapter.traverse(right.onclause)
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stack.append((right.left, right))
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else:
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right = adapter.traverse(right)
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if prevright is not None:
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prevright.left = right
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if ret is None:
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ret = right
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return ret
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def reduce_columns(columns, *clauses, **kw):
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"""given a list of columns, return a 'reduced' set based on natural equivalents.
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the set is reduced to the smallest list of columns which have no natural
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equivalent present in the list. A "natural equivalent" means that two columns
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will ultimately represent the same value because they are related by a foreign key.
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\*clauses is an optional list of join clauses which will be traversed
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to further identify columns that are "equivalent".
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\**kw may specify 'ignore_nonexistent_tables' to ignore foreign keys
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whose tables are not yet configured.
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This function is primarily used to determine the most minimal "primary key"
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from a selectable, by reducing the set of primary key columns present
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in the the selectable to just those that are not repeated.
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"""
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ignore_nonexistent_tables = kw.pop('ignore_nonexistent_tables', False)
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columns = util.ordered_column_set(columns)
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omit = util.column_set()
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for col in columns:
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for fk in chain(*[c.foreign_keys for c in col.proxy_set]):
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for c in columns:
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if c is col:
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continue
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try:
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fk_col = fk.column
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except exc.NoReferencedTableError:
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if ignore_nonexistent_tables:
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continue
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else:
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raise
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if fk_col.shares_lineage(c):
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||
|
|
omit.add(col)
|
||
|
|
break
|
||
|
|
|
||
|
|
if clauses:
|
||
|
|
def visit_binary(binary):
|
||
|
|
if binary.operator == operators.eq:
|
||
|
|
cols = util.column_set(chain(*[c.proxy_set for c in columns.difference(omit)]))
|
||
|
|
if binary.left in cols and binary.right in cols:
|
||
|
|
for c in columns:
|
||
|
|
if c.shares_lineage(binary.right):
|
||
|
|
omit.add(c)
|
||
|
|
break
|
||
|
|
for clause in clauses:
|
||
|
|
visitors.traverse(clause, {}, {'binary':visit_binary})
|
||
|
|
|
||
|
|
return expression.ColumnSet(columns.difference(omit))
|
||
|
|
|
||
|
|
def criterion_as_pairs(expression, consider_as_foreign_keys=None,
|
||
|
|
consider_as_referenced_keys=None, any_operator=False):
|
||
|
|
"""traverse an expression and locate binary criterion pairs."""
|
||
|
|
|
||
|
|
if consider_as_foreign_keys and consider_as_referenced_keys:
|
||
|
|
raise exc.ArgumentError("Can only specify one of "
|
||
|
|
"'consider_as_foreign_keys' or "
|
||
|
|
"'consider_as_referenced_keys'")
|
||
|
|
|
||
|
|
def visit_binary(binary):
|
||
|
|
if not any_operator and binary.operator is not operators.eq:
|
||
|
|
return
|
||
|
|
if not isinstance(binary.left, sql.ColumnElement) or \
|
||
|
|
not isinstance(binary.right, sql.ColumnElement):
|
||
|
|
return
|
||
|
|
|
||
|
|
if consider_as_foreign_keys:
|
||
|
|
if binary.left in consider_as_foreign_keys and \
|
||
|
|
(binary.right is binary.left or
|
||
|
|
binary.right not in consider_as_foreign_keys):
|
||
|
|
pairs.append((binary.right, binary.left))
|
||
|
|
elif binary.right in consider_as_foreign_keys and \
|
||
|
|
(binary.left is binary.right or
|
||
|
|
binary.left not in consider_as_foreign_keys):
|
||
|
|
pairs.append((binary.left, binary.right))
|
||
|
|
elif consider_as_referenced_keys:
|
||
|
|
if binary.left in consider_as_referenced_keys and \
|
||
|
|
(binary.right is binary.left or
|
||
|
|
binary.right not in consider_as_referenced_keys):
|
||
|
|
pairs.append((binary.left, binary.right))
|
||
|
|
elif binary.right in consider_as_referenced_keys and \
|
||
|
|
(binary.left is binary.right or
|
||
|
|
binary.left not in consider_as_referenced_keys):
|
||
|
|
pairs.append((binary.right, binary.left))
|
||
|
|
else:
|
||
|
|
if isinstance(binary.left, schema.Column) and \
|
||
|
|
isinstance(binary.right, schema.Column):
|
||
|
|
if binary.left.references(binary.right):
|
||
|
|
pairs.append((binary.right, binary.left))
|
||
|
|
elif binary.right.references(binary.left):
|
||
|
|
pairs.append((binary.left, binary.right))
|
||
|
|
pairs = []
|
||
|
|
visitors.traverse(expression, {}, {'binary':visit_binary})
|
||
|
|
return pairs
|
||
|
|
|
||
|
|
def folded_equivalents(join, equivs=None):
|
||
|
|
"""Return a list of uniquely named columns.
|
||
|
|
|
||
|
|
The column list of the given Join will be narrowed
|
||
|
|
down to a list of all equivalently-named,
|
||
|
|
equated columns folded into one column, where 'equated' means they are
|
||
|
|
equated to each other in the ON clause of this join.
|
||
|
|
|
||
|
|
This function is used by Join.select(fold_equivalents=True).
|
||
|
|
|
||
|
|
Deprecated. This function is used for a certain kind of
|
||
|
|
"polymorphic_union" which is designed to achieve joined
|
||
|
|
table inheritance where the base table has no "discriminator"
|
||
|
|
column; [ticket:1131] will provide a better way to
|
||
|
|
achieve this.
|
||
|
|
|
||
|
|
"""
|
||
|
|
if equivs is None:
|
||
|
|
equivs = set()
|
||
|
|
def visit_binary(binary):
|
||
|
|
if binary.operator == operators.eq and binary.left.name == binary.right.name:
|
||
|
|
equivs.add(binary.right)
|
||
|
|
equivs.add(binary.left)
|
||
|
|
visitors.traverse(join.onclause, {}, {'binary':visit_binary})
|
||
|
|
collist = []
|
||
|
|
if isinstance(join.left, expression.Join):
|
||
|
|
left = folded_equivalents(join.left, equivs)
|
||
|
|
else:
|
||
|
|
left = list(join.left.columns)
|
||
|
|
if isinstance(join.right, expression.Join):
|
||
|
|
right = folded_equivalents(join.right, equivs)
|
||
|
|
else:
|
||
|
|
right = list(join.right.columns)
|
||
|
|
used = set()
|
||
|
|
for c in left + right:
|
||
|
|
if c in equivs:
|
||
|
|
if c.name not in used:
|
||
|
|
collist.append(c)
|
||
|
|
used.add(c.name)
|
||
|
|
else:
|
||
|
|
collist.append(c)
|
||
|
|
return collist
|
||
|
|
|
||
|
|
class AliasedRow(object):
|
||
|
|
"""Wrap a RowProxy with a translation map.
|
||
|
|
|
||
|
|
This object allows a set of keys to be translated
|
||
|
|
to those present in a RowProxy.
|
||
|
|
|
||
|
|
"""
|
||
|
|
def __init__(self, row, map):
|
||
|
|
# AliasedRow objects don't nest, so un-nest
|
||
|
|
# if another AliasedRow was passed
|
||
|
|
if isinstance(row, AliasedRow):
|
||
|
|
self.row = row.row
|
||
|
|
else:
|
||
|
|
self.row = row
|
||
|
|
self.map = map
|
||
|
|
|
||
|
|
def __contains__(self, key):
|
||
|
|
return self.map[key] in self.row
|
||
|
|
|
||
|
|
def has_key(self, key):
|
||
|
|
return key in self
|
||
|
|
|
||
|
|
def __getitem__(self, key):
|
||
|
|
return self.row[self.map[key]]
|
||
|
|
|
||
|
|
def keys(self):
|
||
|
|
return self.row.keys()
|
||
|
|
|
||
|
|
|
||
|
|
class ClauseAdapter(visitors.ReplacingCloningVisitor):
|
||
|
|
"""Clones and modifies clauses based on column correspondence.
|
||
|
|
|
||
|
|
E.g.::
|
||
|
|
|
||
|
|
table1 = Table('sometable', metadata,
|
||
|
|
Column('col1', Integer),
|
||
|
|
Column('col2', Integer)
|
||
|
|
)
|
||
|
|
table2 = Table('someothertable', metadata,
|
||
|
|
Column('col1', Integer),
|
||
|
|
Column('col2', Integer)
|
||
|
|
)
|
||
|
|
|
||
|
|
condition = table1.c.col1 == table2.c.col1
|
||
|
|
|
||
|
|
make an alias of table1::
|
||
|
|
|
||
|
|
s = table1.alias('foo')
|
||
|
|
|
||
|
|
calling ``ClauseAdapter(s).traverse(condition)`` converts
|
||
|
|
condition to read::
|
||
|
|
|
||
|
|
s.c.col1 == table2.c.col1
|
||
|
|
|
||
|
|
"""
|
||
|
|
def __init__(self, selectable, equivalents=None, include=None, exclude=None):
|
||
|
|
self.__traverse_options__ = {'column_collections':False, 'stop_on':[selectable]}
|
||
|
|
self.selectable = selectable
|
||
|
|
self.include = include
|
||
|
|
self.exclude = exclude
|
||
|
|
self.equivalents = util.column_dict(equivalents or {})
|
||
|
|
|
||
|
|
def _corresponding_column(self, col, require_embedded, _seen=util.EMPTY_SET):
|
||
|
|
newcol = self.selectable.corresponding_column(col, require_embedded=require_embedded)
|
||
|
|
|
||
|
|
if newcol is None and col in self.equivalents and col not in _seen:
|
||
|
|
for equiv in self.equivalents[col]:
|
||
|
|
newcol = self._corresponding_column(equiv, require_embedded=require_embedded, _seen=_seen.union([col]))
|
||
|
|
if newcol is not None:
|
||
|
|
return newcol
|
||
|
|
return newcol
|
||
|
|
|
||
|
|
def replace(self, col):
|
||
|
|
if isinstance(col, expression.FromClause):
|
||
|
|
if self.selectable.is_derived_from(col):
|
||
|
|
return self.selectable
|
||
|
|
|
||
|
|
if not isinstance(col, expression.ColumnElement):
|
||
|
|
return None
|
||
|
|
|
||
|
|
if self.include and col not in self.include:
|
||
|
|
return None
|
||
|
|
elif self.exclude and col in self.exclude:
|
||
|
|
return None
|
||
|
|
|
||
|
|
return self._corresponding_column(col, True)
|
||
|
|
|
||
|
|
class ColumnAdapter(ClauseAdapter):
|
||
|
|
"""Extends ClauseAdapter with extra utility functions.
|
||
|
|
|
||
|
|
Provides the ability to "wrap" this ClauseAdapter
|
||
|
|
around another, a columns dictionary which returns
|
||
|
|
adapted elements given an original, and an
|
||
|
|
adapted_row() factory.
|
||
|
|
|
||
|
|
"""
|
||
|
|
def __init__(self, selectable, equivalents=None,
|
||
|
|
chain_to=None, include=None,
|
||
|
|
exclude=None, adapt_required=False):
|
||
|
|
ClauseAdapter.__init__(self, selectable, equivalents, include, exclude)
|
||
|
|
if chain_to:
|
||
|
|
self.chain(chain_to)
|
||
|
|
self.columns = util.populate_column_dict(self._locate_col)
|
||
|
|
self.adapt_required = adapt_required
|
||
|
|
|
||
|
|
def wrap(self, adapter):
|
||
|
|
ac = self.__class__.__new__(self.__class__)
|
||
|
|
ac.__dict__ = self.__dict__.copy()
|
||
|
|
ac._locate_col = ac._wrap(ac._locate_col, adapter._locate_col)
|
||
|
|
ac.adapt_clause = ac._wrap(ac.adapt_clause, adapter.adapt_clause)
|
||
|
|
ac.adapt_list = ac._wrap(ac.adapt_list, adapter.adapt_list)
|
||
|
|
ac.columns = util.populate_column_dict(ac._locate_col)
|
||
|
|
return ac
|
||
|
|
|
||
|
|
adapt_clause = ClauseAdapter.traverse
|
||
|
|
adapt_list = ClauseAdapter.copy_and_process
|
||
|
|
|
||
|
|
def _wrap(self, local, wrapped):
|
||
|
|
def locate(col):
|
||
|
|
col = local(col)
|
||
|
|
return wrapped(col)
|
||
|
|
return locate
|
||
|
|
|
||
|
|
def _locate_col(self, col):
|
||
|
|
c = self._corresponding_column(col, True)
|
||
|
|
if c is None:
|
||
|
|
c = self.adapt_clause(col)
|
||
|
|
|
||
|
|
# anonymize labels in case they have a hardcoded name
|
||
|
|
if isinstance(c, expression._Label):
|
||
|
|
c = c.label(None)
|
||
|
|
|
||
|
|
# adapt_required indicates that if we got the same column
|
||
|
|
# back which we put in (i.e. it passed through),
|
||
|
|
# it's not correct. this is used by eagerloading which
|
||
|
|
# knows that all columns and expressions need to be adapted
|
||
|
|
# to a result row, and a "passthrough" is definitely targeting
|
||
|
|
# the wrong column.
|
||
|
|
if self.adapt_required and c is col:
|
||
|
|
return None
|
||
|
|
|
||
|
|
return c
|
||
|
|
|
||
|
|
def adapted_row(self, row):
|
||
|
|
return AliasedRow(row, self.columns)
|
||
|
|
|
||
|
|
def __getstate__(self):
|
||
|
|
d = self.__dict__.copy()
|
||
|
|
del d['columns']
|
||
|
|
return d
|
||
|
|
|
||
|
|
def __setstate__(self, state):
|
||
|
|
self.__dict__.update(state)
|
||
|
|
self.columns = util.PopulateDict(self._locate_col)
|