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- # engine/reflection.py
- # Copyright (C) 2005-2017 the SQLAlchemy authors and contributors
- # <see AUTHORS file>
- #
- # This module is part of SQLAlchemy and is released under
- # the MIT License: http://www.opensource.org/licenses/mit-license.php
- """Provides an abstraction for obtaining database schema information.
- Usage Notes:
- Here are some general conventions when accessing the low level inspector
- methods such as get_table_names, get_columns, etc.
- 1. Inspector methods return lists of dicts in most cases for the following
- reasons:
- * They're both standard types that can be serialized.
- * Using a dict instead of a tuple allows easy expansion of attributes.
- * Using a list for the outer structure maintains order and is easy to work
- with (e.g. list comprehension [d['name'] for d in cols]).
- 2. Records that contain a name, such as the column name in a column record
- use the key 'name'. So for most return values, each record will have a
- 'name' attribute..
- """
- from .. import exc, sql
- from ..sql import schema as sa_schema
- from .. import util
- from ..sql.type_api import TypeEngine
- from ..util import deprecated
- from ..util import topological
- from .. import inspection
- from .base import Connectable
- @util.decorator
- def cache(fn, self, con, *args, **kw):
- info_cache = kw.get('info_cache', None)
- if info_cache is None:
- return fn(self, con, *args, **kw)
- key = (
- fn.__name__,
- tuple(a for a in args if isinstance(a, util.string_types)),
- tuple((k, v) for k, v in kw.items() if
- isinstance(v,
- util.string_types + util.int_types + (float, )
- )
- )
- )
- ret = info_cache.get(key)
- if ret is None:
- ret = fn(self, con, *args, **kw)
- info_cache[key] = ret
- return ret
- class Inspector(object):
- """Performs database schema inspection.
- The Inspector acts as a proxy to the reflection methods of the
- :class:`~sqlalchemy.engine.interfaces.Dialect`, providing a
- consistent interface as well as caching support for previously
- fetched metadata.
- A :class:`.Inspector` object is usually created via the
- :func:`.inspect` function::
- from sqlalchemy import inspect, create_engine
- engine = create_engine('...')
- insp = inspect(engine)
- The inspection method above is equivalent to using the
- :meth:`.Inspector.from_engine` method, i.e.::
- engine = create_engine('...')
- insp = Inspector.from_engine(engine)
- Where above, the :class:`~sqlalchemy.engine.interfaces.Dialect` may opt
- to return an :class:`.Inspector` subclass that provides additional
- methods specific to the dialect's target database.
- """
- def __init__(self, bind):
- """Initialize a new :class:`.Inspector`.
- :param bind: a :class:`~sqlalchemy.engine.Connectable`,
- which is typically an instance of
- :class:`~sqlalchemy.engine.Engine` or
- :class:`~sqlalchemy.engine.Connection`.
- For a dialect-specific instance of :class:`.Inspector`, see
- :meth:`.Inspector.from_engine`
- """
- # this might not be a connection, it could be an engine.
- self.bind = bind
- # set the engine
- if hasattr(bind, 'engine'):
- self.engine = bind.engine
- else:
- self.engine = bind
- if self.engine is bind:
- # if engine, ensure initialized
- bind.connect().close()
- self.dialect = self.engine.dialect
- self.info_cache = {}
- @classmethod
- def from_engine(cls, bind):
- """Construct a new dialect-specific Inspector object from the given
- engine or connection.
- :param bind: a :class:`~sqlalchemy.engine.Connectable`,
- which is typically an instance of
- :class:`~sqlalchemy.engine.Engine` or
- :class:`~sqlalchemy.engine.Connection`.
- This method differs from direct a direct constructor call of
- :class:`.Inspector` in that the
- :class:`~sqlalchemy.engine.interfaces.Dialect` is given a chance to
- provide a dialect-specific :class:`.Inspector` instance, which may
- provide additional methods.
- See the example at :class:`.Inspector`.
- """
- if hasattr(bind.dialect, 'inspector'):
- return bind.dialect.inspector(bind)
- return Inspector(bind)
- @inspection._inspects(Connectable)
- def _insp(bind):
- return Inspector.from_engine(bind)
- @property
- def default_schema_name(self):
- """Return the default schema name presented by the dialect
- for the current engine's database user.
- E.g. this is typically ``public`` for PostgreSQL and ``dbo``
- for SQL Server.
- """
- return self.dialect.default_schema_name
- def get_schema_names(self):
- """Return all schema names.
- """
- if hasattr(self.dialect, 'get_schema_names'):
- return self.dialect.get_schema_names(self.bind,
- info_cache=self.info_cache)
- return []
- def get_table_names(self, schema=None, order_by=None):
- """Return all table names in referred to within a particular schema.
- The names are expected to be real tables only, not views.
- Views are instead returned using the :meth:`.Inspector.get_view_names`
- method.
- :param schema: Schema name. If ``schema`` is left at ``None``, the
- database's default schema is
- used, else the named schema is searched. If the database does not
- support named schemas, behavior is undefined if ``schema`` is not
- passed as ``None``. For special quoting, use :class:`.quoted_name`.
- :param order_by: Optional, may be the string "foreign_key" to sort
- the result on foreign key dependencies. Does not automatically
- resolve cycles, and will raise :class:`.CircularDependencyError`
- if cycles exist.
- .. deprecated:: 1.0.0 - see
- :meth:`.Inspector.get_sorted_table_and_fkc_names` for a version
- of this which resolves foreign key cycles between tables
- automatically.
- .. versionchanged:: 0.8 the "foreign_key" sorting sorts tables
- in order of dependee to dependent; that is, in creation
- order, rather than in drop order. This is to maintain
- consistency with similar features such as
- :attr:`.MetaData.sorted_tables` and :func:`.util.sort_tables`.
- .. seealso::
- :meth:`.Inspector.get_sorted_table_and_fkc_names`
- :attr:`.MetaData.sorted_tables`
- """
- if hasattr(self.dialect, 'get_table_names'):
- tnames = self.dialect.get_table_names(
- self.bind, schema, info_cache=self.info_cache)
- else:
- tnames = self.engine.table_names(schema)
- if order_by == 'foreign_key':
- tuples = []
- for tname in tnames:
- for fkey in self.get_foreign_keys(tname, schema):
- if tname != fkey['referred_table']:
- tuples.append((fkey['referred_table'], tname))
- tnames = list(topological.sort(tuples, tnames))
- return tnames
- def get_sorted_table_and_fkc_names(self, schema=None):
- """Return dependency-sorted table and foreign key constraint names in
- referred to within a particular schema.
- This will yield 2-tuples of
- ``(tablename, [(tname, fkname), (tname, fkname), ...])``
- consisting of table names in CREATE order grouped with the foreign key
- constraint names that are not detected as belonging to a cycle.
- The final element
- will be ``(None, [(tname, fkname), (tname, fkname), ..])``
- which will consist of remaining
- foreign key constraint names that would require a separate CREATE
- step after-the-fact, based on dependencies between tables.
- .. versionadded:: 1.0.-
- .. seealso::
- :meth:`.Inspector.get_table_names`
- :func:`.sort_tables_and_constraints` - similar method which works
- with an already-given :class:`.MetaData`.
- """
- if hasattr(self.dialect, 'get_table_names'):
- tnames = self.dialect.get_table_names(
- self.bind, schema, info_cache=self.info_cache)
- else:
- tnames = self.engine.table_names(schema)
- tuples = set()
- remaining_fkcs = set()
- fknames_for_table = {}
- for tname in tnames:
- fkeys = self.get_foreign_keys(tname, schema)
- fknames_for_table[tname] = set(
- [fk['name'] for fk in fkeys]
- )
- for fkey in fkeys:
- if tname != fkey['referred_table']:
- tuples.add((fkey['referred_table'], tname))
- try:
- candidate_sort = list(topological.sort(tuples, tnames))
- except exc.CircularDependencyError as err:
- for edge in err.edges:
- tuples.remove(edge)
- remaining_fkcs.update(
- (edge[1], fkc)
- for fkc in fknames_for_table[edge[1]]
- )
- candidate_sort = list(topological.sort(tuples, tnames))
- return [
- (tname, fknames_for_table[tname].difference(remaining_fkcs))
- for tname in candidate_sort
- ] + [(None, list(remaining_fkcs))]
- def get_temp_table_names(self):
- """return a list of temporary table names for the current bind.
- This method is unsupported by most dialects; currently
- only SQLite implements it.
- .. versionadded:: 1.0.0
- """
- return self.dialect.get_temp_table_names(
- self.bind, info_cache=self.info_cache)
- def get_temp_view_names(self):
- """return a list of temporary view names for the current bind.
- This method is unsupported by most dialects; currently
- only SQLite implements it.
- .. versionadded:: 1.0.0
- """
- return self.dialect.get_temp_view_names(
- self.bind, info_cache=self.info_cache)
- def get_table_options(self, table_name, schema=None, **kw):
- """Return a dictionary of options specified when the table of the
- given name was created.
- This currently includes some options that apply to MySQL tables.
- :param table_name: string name of the table. For special quoting,
- use :class:`.quoted_name`.
- :param schema: string schema name; if omitted, uses the default schema
- of the database connection. For special quoting,
- use :class:`.quoted_name`.
- """
- if hasattr(self.dialect, 'get_table_options'):
- return self.dialect.get_table_options(
- self.bind, table_name, schema,
- info_cache=self.info_cache, **kw)
- return {}
- def get_view_names(self, schema=None):
- """Return all view names in `schema`.
- :param schema: Optional, retrieve names from a non-default schema.
- For special quoting, use :class:`.quoted_name`.
- """
- return self.dialect.get_view_names(self.bind, schema,
- info_cache=self.info_cache)
- def get_view_definition(self, view_name, schema=None):
- """Return definition for `view_name`.
- :param schema: Optional, retrieve names from a non-default schema.
- For special quoting, use :class:`.quoted_name`.
- """
- return self.dialect.get_view_definition(
- self.bind, view_name, schema, info_cache=self.info_cache)
- def get_columns(self, table_name, schema=None, **kw):
- """Return information about columns in `table_name`.
- Given a string `table_name` and an optional string `schema`, return
- column information as a list of dicts with these keys:
- * ``name`` - the column's name
- * ``type`` - the type of this column; an instance of
- :class:`~sqlalchemy.types.TypeEngine`
- * ``nullable`` - boolean flag if the column is NULL or NOT NULL
- * ``default`` - the column's server default value - this is returned
- as a string SQL expression.
- * ``attrs`` - dict containing optional column attributes
- :param table_name: string name of the table. For special quoting,
- use :class:`.quoted_name`.
- :param schema: string schema name; if omitted, uses the default schema
- of the database connection. For special quoting,
- use :class:`.quoted_name`.
- :return: list of dictionaries, each representing the definition of
- a database column.
- """
- col_defs = self.dialect.get_columns(self.bind, table_name, schema,
- info_cache=self.info_cache,
- **kw)
- for col_def in col_defs:
- # make this easy and only return instances for coltype
- coltype = col_def['type']
- if not isinstance(coltype, TypeEngine):
- col_def['type'] = coltype()
- return col_defs
- @deprecated('0.7', 'Call to deprecated method get_primary_keys.'
- ' Use get_pk_constraint instead.')
- def get_primary_keys(self, table_name, schema=None, **kw):
- """Return information about primary keys in `table_name`.
- Given a string `table_name`, and an optional string `schema`, return
- primary key information as a list of column names.
- """
- return self.dialect.get_pk_constraint(self.bind, table_name, schema,
- info_cache=self.info_cache,
- **kw)['constrained_columns']
- def get_pk_constraint(self, table_name, schema=None, **kw):
- """Return information about primary key constraint on `table_name`.
- Given a string `table_name`, and an optional string `schema`, return
- primary key information as a dictionary with these keys:
- constrained_columns
- a list of column names that make up the primary key
- name
- optional name of the primary key constraint.
- :param table_name: string name of the table. For special quoting,
- use :class:`.quoted_name`.
- :param schema: string schema name; if omitted, uses the default schema
- of the database connection. For special quoting,
- use :class:`.quoted_name`.
- """
- return self.dialect.get_pk_constraint(self.bind, table_name, schema,
- info_cache=self.info_cache,
- **kw)
- def get_foreign_keys(self, table_name, schema=None, **kw):
- """Return information about foreign_keys in `table_name`.
- Given a string `table_name`, and an optional string `schema`, return
- foreign key information as a list of dicts with these keys:
- constrained_columns
- a list of column names that make up the foreign key
- referred_schema
- the name of the referred schema
- referred_table
- the name of the referred table
- referred_columns
- a list of column names in the referred table that correspond to
- constrained_columns
- name
- optional name of the foreign key constraint.
- :param table_name: string name of the table. For special quoting,
- use :class:`.quoted_name`.
- :param schema: string schema name; if omitted, uses the default schema
- of the database connection. For special quoting,
- use :class:`.quoted_name`.
- """
- return self.dialect.get_foreign_keys(self.bind, table_name, schema,
- info_cache=self.info_cache,
- **kw)
- def get_indexes(self, table_name, schema=None, **kw):
- """Return information about indexes in `table_name`.
- Given a string `table_name` and an optional string `schema`, return
- index information as a list of dicts with these keys:
- name
- the index's name
- column_names
- list of column names in order
- unique
- boolean
- dialect_options
- dict of dialect-specific index options. May not be present
- for all dialects.
- .. versionadded:: 1.0.0
- :param table_name: string name of the table. For special quoting,
- use :class:`.quoted_name`.
- :param schema: string schema name; if omitted, uses the default schema
- of the database connection. For special quoting,
- use :class:`.quoted_name`.
- """
- return self.dialect.get_indexes(self.bind, table_name,
- schema,
- info_cache=self.info_cache, **kw)
- def get_unique_constraints(self, table_name, schema=None, **kw):
- """Return information about unique constraints in `table_name`.
- Given a string `table_name` and an optional string `schema`, return
- unique constraint information as a list of dicts with these keys:
- name
- the unique constraint's name
- column_names
- list of column names in order
- :param table_name: string name of the table. For special quoting,
- use :class:`.quoted_name`.
- :param schema: string schema name; if omitted, uses the default schema
- of the database connection. For special quoting,
- use :class:`.quoted_name`.
- .. versionadded:: 0.8.4
- """
- return self.dialect.get_unique_constraints(
- self.bind, table_name, schema, info_cache=self.info_cache, **kw)
- def get_check_constraints(self, table_name, schema=None, **kw):
- """Return information about check constraints in `table_name`.
- Given a string `table_name` and an optional string `schema`, return
- check constraint information as a list of dicts with these keys:
- name
- the check constraint's name
- sqltext
- the check constraint's SQL expression
- :param table_name: string name of the table. For special quoting,
- use :class:`.quoted_name`.
- :param schema: string schema name; if omitted, uses the default schema
- of the database connection. For special quoting,
- use :class:`.quoted_name`.
- .. versionadded:: 1.1.0
- """
- return self.dialect.get_check_constraints(
- self.bind, table_name, schema, info_cache=self.info_cache, **kw)
- def reflecttable(self, table, include_columns, exclude_columns=(),
- _extend_on=None):
- """Given a Table object, load its internal constructs based on
- introspection.
- This is the underlying method used by most dialects to produce
- table reflection. Direct usage is like::
- from sqlalchemy import create_engine, MetaData, Table
- from sqlalchemy.engine import reflection
- engine = create_engine('...')
- meta = MetaData()
- user_table = Table('user', meta)
- insp = Inspector.from_engine(engine)
- insp.reflecttable(user_table, None)
- :param table: a :class:`~sqlalchemy.schema.Table` instance.
- :param include_columns: a list of string column names to include
- in the reflection process. If ``None``, all columns are reflected.
- """
- if _extend_on is not None:
- if table in _extend_on:
- return
- else:
- _extend_on.add(table)
- dialect = self.bind.dialect
- schema = self.bind.schema_for_object(table)
- table_name = table.name
- # get table-level arguments that are specifically
- # intended for reflection, e.g. oracle_resolve_synonyms.
- # these are unconditionally passed to related Table
- # objects
- reflection_options = dict(
- (k, table.dialect_kwargs.get(k))
- for k in dialect.reflection_options
- if k in table.dialect_kwargs
- )
- # reflect table options, like mysql_engine
- tbl_opts = self.get_table_options(
- table_name, schema, **table.dialect_kwargs)
- if tbl_opts:
- # add additional kwargs to the Table if the dialect
- # returned them
- table._validate_dialect_kwargs(tbl_opts)
- if util.py2k:
- if isinstance(schema, str):
- schema = schema.decode(dialect.encoding)
- if isinstance(table_name, str):
- table_name = table_name.decode(dialect.encoding)
- found_table = False
- cols_by_orig_name = {}
- for col_d in self.get_columns(
- table_name, schema, **table.dialect_kwargs):
- found_table = True
- self._reflect_column(
- table, col_d, include_columns,
- exclude_columns, cols_by_orig_name)
- if not found_table:
- raise exc.NoSuchTableError(table.name)
- self._reflect_pk(
- table_name, schema, table, cols_by_orig_name, exclude_columns)
- self._reflect_fk(
- table_name, schema, table, cols_by_orig_name,
- exclude_columns, _extend_on, reflection_options)
- self._reflect_indexes(
- table_name, schema, table, cols_by_orig_name,
- include_columns, exclude_columns, reflection_options)
- self._reflect_unique_constraints(
- table_name, schema, table, cols_by_orig_name,
- include_columns, exclude_columns, reflection_options)
- self._reflect_check_constraints(
- table_name, schema, table, cols_by_orig_name,
- include_columns, exclude_columns, reflection_options)
- def _reflect_column(
- self, table, col_d, include_columns,
- exclude_columns, cols_by_orig_name):
- orig_name = col_d['name']
- table.dispatch.column_reflect(self, table, col_d)
- # fetch name again as column_reflect is allowed to
- # change it
- name = col_d['name']
- if (include_columns and name not in include_columns) \
- or (exclude_columns and name in exclude_columns):
- return
- coltype = col_d['type']
- col_kw = dict(
- (k, col_d[k])
- for k in ['nullable', 'autoincrement', 'quote', 'info', 'key']
- if k in col_d
- )
- colargs = []
- if col_d.get('default') is not None:
- default = col_d['default']
- if isinstance(default, sql.elements.TextClause):
- default = sa_schema.DefaultClause(default, _reflected=True)
- elif not isinstance(default, sa_schema.FetchedValue):
- default = sa_schema.DefaultClause(
- sql.text(col_d['default']), _reflected=True)
- colargs.append(default)
- if 'sequence' in col_d:
- self._reflect_col_sequence(col_d, colargs)
- cols_by_orig_name[orig_name] = col = \
- sa_schema.Column(name, coltype, *colargs, **col_kw)
- if col.key in table.primary_key:
- col.primary_key = True
- table.append_column(col)
- def _reflect_col_sequence(self, col_d, colargs):
- if 'sequence' in col_d:
- # TODO: mssql and sybase are using this.
- seq = col_d['sequence']
- sequence = sa_schema.Sequence(seq['name'], 1, 1)
- if 'start' in seq:
- sequence.start = seq['start']
- if 'increment' in seq:
- sequence.increment = seq['increment']
- colargs.append(sequence)
- def _reflect_pk(
- self, table_name, schema, table,
- cols_by_orig_name, exclude_columns):
- pk_cons = self.get_pk_constraint(
- table_name, schema, **table.dialect_kwargs)
- if pk_cons:
- pk_cols = [
- cols_by_orig_name[pk]
- for pk in pk_cons['constrained_columns']
- if pk in cols_by_orig_name and pk not in exclude_columns
- ]
- # update pk constraint name
- table.primary_key.name = pk_cons.get('name')
- # tell the PKConstraint to re-initialize
- # its column collection
- table.primary_key._reload(pk_cols)
- def _reflect_fk(
- self, table_name, schema, table, cols_by_orig_name,
- exclude_columns, _extend_on, reflection_options):
- fkeys = self.get_foreign_keys(
- table_name, schema, **table.dialect_kwargs)
- for fkey_d in fkeys:
- conname = fkey_d['name']
- # look for columns by orig name in cols_by_orig_name,
- # but support columns that are in-Python only as fallback
- constrained_columns = [
- cols_by_orig_name[c].key
- if c in cols_by_orig_name else c
- for c in fkey_d['constrained_columns']
- ]
- if exclude_columns and set(constrained_columns).intersection(
- exclude_columns):
- continue
- referred_schema = fkey_d['referred_schema']
- referred_table = fkey_d['referred_table']
- referred_columns = fkey_d['referred_columns']
- refspec = []
- if referred_schema is not None:
- sa_schema.Table(referred_table, table.metadata,
- autoload=True, schema=referred_schema,
- autoload_with=self.bind,
- _extend_on=_extend_on,
- **reflection_options
- )
- for column in referred_columns:
- refspec.append(".".join(
- [referred_schema, referred_table, column]))
- else:
- sa_schema.Table(referred_table, table.metadata, autoload=True,
- autoload_with=self.bind,
- schema=sa_schema.BLANK_SCHEMA,
- _extend_on=_extend_on,
- **reflection_options
- )
- for column in referred_columns:
- refspec.append(".".join([referred_table, column]))
- if 'options' in fkey_d:
- options = fkey_d['options']
- else:
- options = {}
- table.append_constraint(
- sa_schema.ForeignKeyConstraint(constrained_columns, refspec,
- conname, link_to_name=True,
- **options))
- def _reflect_indexes(
- self, table_name, schema, table, cols_by_orig_name,
- include_columns, exclude_columns, reflection_options):
- # Indexes
- indexes = self.get_indexes(table_name, schema)
- for index_d in indexes:
- name = index_d['name']
- columns = index_d['column_names']
- unique = index_d['unique']
- flavor = index_d.get('type', 'index')
- dialect_options = index_d.get('dialect_options', {})
- duplicates = index_d.get('duplicates_constraint')
- if include_columns and \
- not set(columns).issubset(include_columns):
- util.warn(
- "Omitting %s key for (%s), key covers omitted columns." %
- (flavor, ', '.join(columns)))
- continue
- if duplicates:
- continue
- # look for columns by orig name in cols_by_orig_name,
- # but support columns that are in-Python only as fallback
- idx_cols = []
- for c in columns:
- try:
- idx_col = cols_by_orig_name[c] \
- if c in cols_by_orig_name else table.c[c]
- except KeyError:
- util.warn(
- "%s key '%s' was not located in "
- "columns for table '%s'" % (
- flavor, c, table_name
- ))
- else:
- idx_cols.append(idx_col)
- sa_schema.Index(
- name, *idx_cols,
- **dict(list(dialect_options.items()) + [('unique', unique)])
- )
- def _reflect_unique_constraints(
- self, table_name, schema, table, cols_by_orig_name,
- include_columns, exclude_columns, reflection_options):
- # Unique Constraints
- try:
- constraints = self.get_unique_constraints(table_name, schema)
- except NotImplementedError:
- # optional dialect feature
- return
- for const_d in constraints:
- conname = const_d['name']
- columns = const_d['column_names']
- duplicates = const_d.get('duplicates_index')
- if include_columns and \
- not set(columns).issubset(include_columns):
- util.warn(
- "Omitting unique constraint key for (%s), "
- "key covers omitted columns." %
- ', '.join(columns))
- continue
- if duplicates:
- continue
- # look for columns by orig name in cols_by_orig_name,
- # but support columns that are in-Python only as fallback
- constrained_cols = []
- for c in columns:
- try:
- constrained_col = cols_by_orig_name[c] \
- if c in cols_by_orig_name else table.c[c]
- except KeyError:
- util.warn(
- "unique constraint key '%s' was not located in "
- "columns for table '%s'" % (c, table_name))
- else:
- constrained_cols.append(constrained_col)
- table.append_constraint(
- sa_schema.UniqueConstraint(*constrained_cols, name=conname))
- def _reflect_check_constraints(
- self, table_name, schema, table, cols_by_orig_name,
- include_columns, exclude_columns, reflection_options):
- try:
- constraints = self.get_check_constraints(table_name, schema)
- except NotImplementedError:
- # optional dialect feature
- return
- for const_d in constraints:
- table.append_constraint(
- sa_schema.CheckConstraint(**const_d))
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