from __future__ import annotations

from typing import Any
from typing import Callable
from typing import Collection
from typing import ContextManager
from typing import Dict
from typing import List
from typing import Mapping
from typing import MutableMapping
from typing import Optional
from typing import overload
from typing import Sequence
from typing import TextIO
from typing import Tuple
from typing import TYPE_CHECKING
from typing import Union

from sqlalchemy.sql.schema import Column
from sqlalchemy.sql.schema import FetchedValue
from typing_extensions import Literal

from .migration import _ProxyTransaction
from .migration import MigrationContext
from .. import util
from ..operations import Operations
from ..script.revision import _GetRevArg

if TYPE_CHECKING:
    from sqlalchemy.engine import URL
    from sqlalchemy.engine.base import Connection
    from sqlalchemy.sql import Executable
    from sqlalchemy.sql.schema import MetaData
    from sqlalchemy.sql.schema import SchemaItem
    from sqlalchemy.sql.type_api import TypeEngine

    from .migration import MigrationInfo
    from ..autogenerate.api import AutogenContext
    from ..config import Config
    from ..ddl import DefaultImpl
    from ..operations.ops import MigrationScript
    from ..script.base import ScriptDirectory

_RevNumber = Optional[Union[str, Tuple[str, ...]]]

ProcessRevisionDirectiveFn = Callable[
    [MigrationContext, _GetRevArg, List["MigrationScript"]], None
]

RenderItemFn = Callable[
    [str, Any, "AutogenContext"], Union[str, Literal[False]]
]

NameFilterType = Literal[
    "schema",
    "table",
    "column",
    "index",
    "unique_constraint",
    "foreign_key_constraint",
]
NameFilterParentNames = MutableMapping[
    Literal["schema_name", "table_name", "schema_qualified_table_name"],
    Optional[str],
]
IncludeNameFn = Callable[
    [Optional[str], NameFilterType, NameFilterParentNames], bool
]

IncludeObjectFn = Callable[
    [
        "SchemaItem",
        Optional[str],
        NameFilterType,
        bool,
        Optional["SchemaItem"],
    ],
    bool,
]

OnVersionApplyFn = Callable[
    [MigrationContext, "MigrationInfo", Collection[Any], Mapping[str, Any]],
    None,
]

CompareServerDefault = Callable[
    [
        MigrationContext,
        "Column[Any]",
        "Column[Any]",
        Optional[str],
        Optional[FetchedValue],
        Optional[str],
    ],
    Optional[bool],
]

CompareType = Callable[
    [
        MigrationContext,
        "Column[Any]",
        "Column[Any]",
        "TypeEngine[Any]",
        "TypeEngine[Any]",
    ],
    Optional[bool],
]


class EnvironmentContext(util.ModuleClsProxy):
    """A configurational facade made available in an ``env.py`` script.

    The :class:`.EnvironmentContext` acts as a *facade* to the more
    nuts-and-bolts objects of :class:`.MigrationContext` as well as certain
    aspects of :class:`.Config`,
    within the context of the ``env.py`` script that is invoked by
    most Alembic commands.

    :class:`.EnvironmentContext` is normally instantiated
    when a command in :mod:`alembic.command` is run.  It then makes
    itself available in the ``alembic.context`` module for the scope
    of the command.   From within an ``env.py`` script, the current
    :class:`.EnvironmentContext` is available by importing this module.

    :class:`.EnvironmentContext` also supports programmatic usage.
    At this level, it acts as a Python context manager, that is, is
    intended to be used using the
    ``with:`` statement.  A typical use of :class:`.EnvironmentContext`::

        from alembic.config import Config
        from alembic.script import ScriptDirectory

        config = Config()
        config.set_main_option("script_location", "myapp:migrations")
        script = ScriptDirectory.from_config(config)


        def my_function(rev, context):
            '''do something with revision "rev", which
            will be the current database revision,
            and "context", which is the MigrationContext
            that the env.py will create'''


        with EnvironmentContext(
            config,
            script,
            fn=my_function,
            as_sql=False,
            starting_rev="base",
            destination_rev="head",
            tag="sometag",
        ):
            script.run_env()

    The above script will invoke the ``env.py`` script
    within the migration environment.  If and when ``env.py``
    calls :meth:`.MigrationContext.run_migrations`, the
    ``my_function()`` function above will be called
    by the :class:`.MigrationContext`, given the context
    itself as well as the current revision in the database.

    .. note::

        For most API usages other than full blown
        invocation of migration scripts, the :class:`.MigrationContext`
        and :class:`.ScriptDirectory` objects can be created and
        used directly.  The :class:`.EnvironmentContext` object
        is *only* needed when you need to actually invoke the
        ``env.py`` module present in the migration environment.

    """

    _migration_context: Optional[MigrationContext] = None

    config: Config = None  # type:ignore[assignment]
    """An instance of :class:`.Config` representing the
    configuration file contents as well as other variables
    set programmatically within it."""

    script: ScriptDirectory = None  # type:ignore[assignment]
    """An instance of :class:`.ScriptDirectory` which provides
    programmatic access to version files within the ``versions/``
    directory.

    """

    def __init__(
        self, config: Config, script: ScriptDirectory, **kw: Any
    ) -> None:
        r"""Construct a new :class:`.EnvironmentContext`.

        :param config: a :class:`.Config` instance.
        :param script: a :class:`.ScriptDirectory` instance.
        :param \**kw: keyword options that will be ultimately
         passed along to the :class:`.MigrationContext` when
         :meth:`.EnvironmentContext.configure` is called.

        """
        self.config = config
        self.script = script
        self.context_opts = kw

    def __enter__(self) -> EnvironmentContext:
        """Establish a context which provides a
        :class:`.EnvironmentContext` object to
        env.py scripts.

        The :class:`.EnvironmentContext` will
        be made available as ``from alembic import context``.

        """
        self._install_proxy()
        return self

    def __exit__(self, *arg: Any, **kw: Any) -> None:
        self._remove_proxy()

    def is_offline_mode(self) -> bool:
        """Return True if the current migrations environment
        is running in "offline mode".

        This is ``True`` or ``False`` depending
        on the ``--sql`` flag passed.

        This function does not require that the :class:`.MigrationContext`
        has been configured.

        """
        return self.context_opts.get("as_sql", False)  # type: ignore[no-any-return]  # noqa: E501

    def is_transactional_ddl(self) -> bool:
        """Return True if the context is configured to expect a
        transactional DDL capable backend.

        This defaults to the type of database in use, and
        can be overridden by the ``transactional_ddl`` argument
        to :meth:`.configure`

        This function requires that a :class:`.MigrationContext`
        has first been made available via :meth:`.configure`.

        """
        return self.get_context().impl.transactional_ddl

    def requires_connection(self) -> bool:
        return not self.is_offline_mode()

    def get_head_revision(self) -> _RevNumber:
        """Return the hex identifier of the 'head' script revision.

        If the script directory has multiple heads, this
        method raises a :class:`.CommandError`;
        :meth:`.EnvironmentContext.get_head_revisions` should be preferred.

        This function does not require that the :class:`.MigrationContext`
        has been configured.

        .. seealso:: :meth:`.EnvironmentContext.get_head_revisions`

        """
        return self.script.as_revision_number("head")

    def get_head_revisions(self) -> _RevNumber:
        """Return the hex identifier of the 'heads' script revision(s).

        This returns a tuple containing the version number of all
        heads in the script directory.

        This function does not require that the :class:`.MigrationContext`
        has been configured.

        """
        return self.script.as_revision_number("heads")

    def get_starting_revision_argument(self) -> _RevNumber:
        """Return the 'starting revision' argument,
        if the revision was passed using ``start:end``.

        This is only meaningful in "offline" mode.
        Returns ``None`` if no value is available
        or was configured.

        This function does not require that the :class:`.MigrationContext`
        has been configured.

        """
        if self._migration_context is not None:
            return self.script.as_revision_number(
                self.get_context()._start_from_rev
            )
        elif "starting_rev" in self.context_opts:
            return self.script.as_revision_number(
                self.context_opts["starting_rev"]
            )
        else:
            # this should raise only in the case that a command
            # is being run where the "starting rev" is never applicable;
            # this is to catch scripts which rely upon this in
            # non-sql mode or similar
            raise util.CommandError(
                "No starting revision argument is available."
            )

    def get_revision_argument(self) -> _RevNumber:
        """Get the 'destination' revision argument.

        This is typically the argument passed to the
        ``upgrade`` or ``downgrade`` command.

        If it was specified as ``head``, the actual
        version number is returned; if specified
        as ``base``, ``None`` is returned.

        This function does not require that the :class:`.MigrationContext`
        has been configured.

        """
        return self.script.as_revision_number(
            self.context_opts["destination_rev"]
        )

    def get_tag_argument(self) -> Optional[str]:
        """Return the value passed for the ``--tag`` argument, if any.

        The ``--tag`` argument is not used directly by Alembic,
        but is available for custom ``env.py`` configurations that
        wish to use it; particularly for offline generation scripts
        that wish to generate tagged filenames.

        This function does not require that the :class:`.MigrationContext`
        has been configured.

        .. seealso::

            :meth:`.EnvironmentContext.get_x_argument` - a newer and more
            open ended system of extending ``env.py`` scripts via the command
            line.

        """
        return self.context_opts.get("tag", None)  # type: ignore[no-any-return]  # noqa: E501

    @overload
    def get_x_argument(self, as_dictionary: Literal[False]) -> List[str]: ...

    @overload
    def get_x_argument(
        self, as_dictionary: Literal[True]
    ) -> Dict[str, str]: ...

    @overload
    def get_x_argument(
        self, as_dictionary: bool = ...
    ) -> Union[List[str], Dict[str, str]]: ...

    def get_x_argument(
        self, as_dictionary: bool = False
    ) -> Union[List[str], Dict[str, str]]:
        """Return the value(s) passed for the ``-x`` argument, if any.

        The ``-x`` argument is an open ended flag that allows any user-defined
        value or values to be passed on the command line, then available
        here for consumption by a custom ``env.py`` script.

        The return value is a list, returned directly from the ``argparse``
        structure.  If ``as_dictionary=True`` is passed, the ``x`` arguments
        are parsed using ``key=value`` format into a dictionary that is
        then returned. If there is no ``=`` in the argument, value is an empty
        string.

        .. versionchanged:: 1.13.1 Support ``as_dictionary=True`` when
           arguments are passed without the ``=`` symbol.

        For example, to support passing a database URL on the command line,
        the standard ``env.py`` script can be modified like this::

            cmd_line_url = context.get_x_argument(
                as_dictionary=True).get('dbname')
            if cmd_line_url:
                engine = create_engine(cmd_line_url)
            else:
                engine = engine_from_config(
                        config.get_section(config.config_ini_section),
                        prefix='sqlalchemy.',
                        poolclass=pool.NullPool)

        This then takes effect by running the ``alembic`` script as::

            alembic -x dbname=postgresql://user:pass@host/dbname upgrade head

        This function does not require that the :class:`.MigrationContext`
        has been configured.

        .. seealso::

            :meth:`.EnvironmentContext.get_tag_argument`

            :attr:`.Config.cmd_opts`

        """
        if self.config.cmd_opts is not None:
            value = self.config.cmd_opts.x or []
        else:
            value = []
        if as_dictionary:
            dict_value = {}
            for arg in value:
                x_key, _, x_value = arg.partition("=")
                dict_value[x_key] = x_value
            value = dict_value

        return value

    def configure(
        self,
        connection: Optional[Connection] = None,
        url: Optional[Union[str, URL]] = None,
        dialect_name: Optional[str] = None,
        dialect_opts: Optional[Dict[str, Any]] = None,
        transactional_ddl: Optional[bool] = None,
        transaction_per_migration: bool = False,
        output_buffer: Optional[TextIO] = None,
        starting_rev: Optional[str] = None,
        tag: Optional[str] = None,
        template_args: Optional[Dict[str, Any]] = None,
        render_as_batch: bool = False,
        target_metadata: Union[MetaData, Sequence[MetaData], None] = None,
        include_name: Optional[IncludeNameFn] = None,
        include_object: Optional[IncludeObjectFn] = None,
        include_schemas: bool = False,
        process_revision_directives: Optional[
            ProcessRevisionDirectiveFn
        ] = None,
        compare_type: Union[bool, CompareType] = True,
        compare_server_default: Union[bool, CompareServerDefault] = False,
        render_item: Optional[RenderItemFn] = None,
        literal_binds: bool = False,
        upgrade_token: str = "upgrades",
        downgrade_token: str = "downgrades",
        alembic_module_prefix: str = "op.",
        sqlalchemy_module_prefix: str = "sa.",
        user_module_prefix: Optional[str] = None,
        on_version_apply: Optional[OnVersionApplyFn] = None,
        **kw: Any,
    ) -> None:
        """Configure a :class:`.MigrationContext` within this
        :class:`.EnvironmentContext` which will provide database
        connectivity and other configuration to a series of
        migration scripts.

        Many methods on :class:`.EnvironmentContext` require that
        this method has been called in order to function, as they
        ultimately need to have database access or at least access
        to the dialect in use.  Those which do are documented as such.

        The important thing needed by :meth:`.configure` is a
        means to determine what kind of database dialect is in use.
        An actual connection to that database is needed only if
        the :class:`.MigrationContext` is to be used in
        "online" mode.

        If the :meth:`.is_offline_mode` function returns ``True``,
        then no connection is needed here.  Otherwise, the
        ``connection`` parameter should be present as an
        instance of :class:`sqlalchemy.engine.Connection`.

        This function is typically called from the ``env.py``
        script within a migration environment.  It can be called
        multiple times for an invocation.  The most recent
        :class:`~sqlalchemy.engine.Connection`
        for which it was called is the one that will be operated upon
        by the next call to :meth:`.run_migrations`.

        General parameters:

        :param connection: a :class:`~sqlalchemy.engine.Connection`
         to use
         for SQL execution in "online" mode.  When present, is also
         used to determine the type of dialect in use.
        :param url: a string database url, or a
         :class:`sqlalchemy.engine.url.URL` object.
         The type of dialect to be used will be derived from this if
         ``connection`` is not passed.
        :param dialect_name: string name of a dialect, such as
         "postgresql", "mssql", etc.
         The type of dialect to be used will be derived from this if
         ``connection`` and ``url`` are not passed.
        :param dialect_opts: dictionary of options to be passed to dialect
         constructor.
        :param transactional_ddl: Force the usage of "transactional"
         DDL on or off;
         this otherwise defaults to whether or not the dialect in
         use supports it.
        :param transaction_per_migration: if True, nest each migration script
         in a transaction rather than the full series of migrations to
         run.
        :param output_buffer: a file-like object that will be used
         for textual output
         when the ``--sql`` option is used to generate SQL scripts.
         Defaults to
         ``sys.stdout`` if not passed here and also not present on
         the :class:`.Config`
         object.  The value here overrides that of the :class:`.Config`
         object.
        :param output_encoding: when using ``--sql`` to generate SQL
         scripts, apply this encoding to the string output.
        :param literal_binds: when using ``--sql`` to generate SQL
         scripts, pass through the ``literal_binds`` flag to the compiler
         so that any literal values that would ordinarily be bound
         parameters are converted to plain strings.

         .. warning:: Dialects can typically only handle simple datatypes
            like strings and numbers for auto-literal generation.  Datatypes
            like dates, intervals, and others may still require manual
            formatting, typically using :meth:`.Operations.inline_literal`.

         .. note:: the ``literal_binds`` flag is ignored on SQLAlchemy
            versions prior to 0.8 where this feature is not supported.

         .. seealso::

            :meth:`.Operations.inline_literal`

        :param starting_rev: Override the "starting revision" argument
         when using ``--sql`` mode.
        :param tag: a string tag for usage by custom ``env.py`` scripts.
         Set via the ``--tag`` option, can be overridden here.
        :param template_args: dictionary of template arguments which
         will be added to the template argument environment when
         running the "revision" command.   Note that the script environment
         is only run within the "revision" command if the --autogenerate
         option is used, or if the option "revision_environment=true"
         is present in the alembic.ini file.

        :param version_table: The name of the Alembic version table.
         The default is ``'alembic_version'``.
        :param version_table_schema: Optional schema to place version
         table within.
        :param version_table_pk: boolean, whether the Alembic version table
         should use a primary key constraint for the "value" column; this
         only takes effect when the table is first created.
         Defaults to True; setting to False should not be necessary and is
         here for backwards compatibility reasons.
        :param on_version_apply: a callable or collection of callables to be
            run for each migration step.
            The callables will be run in the order they are given, once for
            each migration step, after the respective operation has been
            applied but before its transaction is finalized.
            Each callable accepts no positional arguments and the following
            keyword arguments:

            * ``ctx``: the :class:`.MigrationContext` running the migration,
            * ``step``: a :class:`.MigrationInfo` representing the
              step currently being applied,
            * ``heads``: a collection of version strings representing the
              current heads,
            * ``run_args``: the ``**kwargs`` passed to :meth:`.run_migrations`.

        Parameters specific to the autogenerate feature, when
        ``alembic revision`` is run with the ``--autogenerate`` feature:

        :param target_metadata: a :class:`sqlalchemy.schema.MetaData`
         object, or a sequence of :class:`~sqlalchemy.schema.MetaData`
         objects, that will be consulted during autogeneration.
         The tables present in each :class:`~sqlalchemy.schema.MetaData`
         will be compared against
         what is locally available on the target
         :class:`~sqlalchemy.engine.Connection`
         to produce candidate upgrade/downgrade operations.
        :param compare_type: Indicates type comparison behavior during
         an autogenerate
         operation.  Defaults to ``True`` turning on type comparison, which
         has good accuracy on most backends.   See :ref:`compare_types`
         for an example as well as information on other type
         comparison options. Set to ``False`` which disables type
         comparison. A callable can also be passed to provide custom type
         comparison, see :ref:`compare_types` for additional details.

         .. versionchanged:: 1.12.0 The default value of
            :paramref:`.EnvironmentContext.configure.compare_type` has been
            changed to ``True``.

         .. seealso::

            :ref:`compare_types`

            :paramref:`.EnvironmentContext.configure.compare_server_default`

        :param compare_server_default: Indicates server default comparison
         behavior during
         an autogenerate operation.  Defaults to ``False`` which disables
         server default
         comparison.  Set to  ``True`` to turn on server default comparison,
         which has
         varied accuracy depending on backend.

         To customize server default comparison behavior, a callable may
         be specified
         which can filter server default comparisons during an
         autogenerate operation.
         defaults during an autogenerate operation.   The format of this
         callable is::

            def my_compare_server_default(context, inspected_column,
                        metadata_column, inspected_default, metadata_default,
                        rendered_metadata_default):
                # return True if the defaults are different,
                # False if not, or None to allow the default implementation
                # to compare these defaults
                return None

            context.configure(
                # ...
                compare_server_default = my_compare_server_default
            )

         ``inspected_column`` is a dictionary structure as returned by
         :meth:`sqlalchemy.engine.reflection.Inspector.get_columns`, whereas
         ``metadata_column`` is a :class:`sqlalchemy.schema.Column` from
         the local model environment.

         A return value of ``None`` indicates to allow default server default
         comparison
         to proceed.  Note that some backends such as Postgresql actually
         execute
         the two defaults on the database side to compare for equivalence.

         .. seealso::

            :paramref:`.EnvironmentContext.configure.compare_type`

        :param include_name: A callable function which is given
         the chance to return ``True`` or ``False`` for any database reflected
         object based on its name, including database schema names when
         the :paramref:`.EnvironmentContext.configure.include_schemas` flag
         is set to ``True``.

         The function accepts the following positional arguments:

         * ``name``: the name of the object, such as schema name or table name.
           Will be ``None`` when indicating the default schema name of the
           database connection.
         * ``type``: a string describing the type of object; currently
           ``"schema"``, ``"table"``, ``"column"``, ``"index"``,
           ``"unique_constraint"``, or ``"foreign_key_constraint"``
         * ``parent_names``: a dictionary of "parent" object names, that are
           relative to the name being given.  Keys in this dictionary may
           include:  ``"schema_name"``, ``"table_name"`` or
           ``"schema_qualified_table_name"``.

         E.g.::

            def include_name(name, type_, parent_names):
                if type_ == "schema":
                    return name in ["schema_one", "schema_two"]
                else:
                    return True

            context.configure(
                # ...
                include_schemas = True,
                include_name = include_name
            )

         .. seealso::

            :ref:`autogenerate_include_hooks`

            :paramref:`.EnvironmentContext.configure.include_object`

            :paramref:`.EnvironmentContext.configure.include_schemas`


        :param include_object: A callable function which is given
         the chance to return ``True`` or ``False`` for any object,
         indicating if the given object should be considered in the
         autogenerate sweep.

         The function accepts the following positional arguments:

         * ``object``: a :class:`~sqlalchemy.schema.SchemaItem` object such
           as a :class:`~sqlalchemy.schema.Table`,
           :class:`~sqlalchemy.schema.Column`,
           :class:`~sqlalchemy.schema.Index`
           :class:`~sqlalchemy.schema.UniqueConstraint`,
           or :class:`~sqlalchemy.schema.ForeignKeyConstraint` object
         * ``name``: the name of the object. This is typically available
           via ``object.name``.
         * ``type``: a string describing the type of object; currently
           ``"table"``, ``"column"``, ``"index"``, ``"unique_constraint"``,
           or ``"foreign_key_constraint"``
         * ``reflected``: ``True`` if the given object was produced based on
           table reflection, ``False`` if it's from a local :class:`.MetaData`
           object.
         * ``compare_to``: the object being compared against, if available,
           else ``None``.

         E.g.::

            def include_object(object, name, type_, reflected, compare_to):
                if (type_ == "column" and
                    not reflected and
                    object.info.get("skip_autogenerate", False)):
                    return False
                else:
                    return True

            context.configure(
                # ...
                include_object = include_object
            )

         For the use case of omitting specific schemas from a target database
         when :paramref:`.EnvironmentContext.configure.include_schemas` is
         set to ``True``, the :attr:`~sqlalchemy.schema.Table.schema`
         attribute can be checked for each :class:`~sqlalchemy.schema.Table`
         object passed to the hook, however it is much more efficient
         to filter on schemas before reflection of objects takes place
         using the :paramref:`.EnvironmentContext.configure.include_name`
         hook.

         .. seealso::

            :ref:`autogenerate_include_hooks`

            :paramref:`.EnvironmentContext.configure.include_name`

            :paramref:`.EnvironmentContext.configure.include_schemas`

        :param render_as_batch: if True, commands which alter elements
         within a table will be placed under a ``with batch_alter_table():``
         directive, so that batch migrations will take place.

         .. seealso::

            :ref:`batch_migrations`

        :param include_schemas: If True, autogenerate will scan across
         all schemas located by the SQLAlchemy
         :meth:`~sqlalchemy.engine.reflection.Inspector.get_schema_names`
         method, and include all differences in tables found across all
         those schemas.  When using this option, you may want to also
         use the :paramref:`.EnvironmentContext.configure.include_name`
         parameter to specify a callable which
         can filter the tables/schemas that get included.

         .. seealso::

            :ref:`autogenerate_include_hooks`

            :paramref:`.EnvironmentContext.configure.include_name`

            :paramref:`.EnvironmentContext.configure.include_object`

        :param render_item: Callable that can be used to override how
         any schema item, i.e. column, constraint, type,
         etc., is rendered for autogenerate.  The callable receives a
         string describing the type of object, the object, and
         the autogen context.  If it returns False, the
         default rendering method will be used.  If it returns None,
         the item will not be rendered in the context of a Table
         construct, that is, can be used to skip columns or constraints
         within op.create_table()::

            def my_render_column(type_, col, autogen_context):
                if type_ == "column" and isinstance(col, MySpecialCol):
                    return repr(col)
                else:
                    return False

            context.configure(
                # ...
                render_item = my_render_column
            )

         Available values for the type string include: ``"column"``,
         ``"primary_key"``, ``"foreign_key"``, ``"unique"``, ``"check"``,
         ``"type"``, ``"server_default"``.

         .. seealso::

            :ref:`autogen_render_types`

        :param upgrade_token: When autogenerate completes, the text of the
         candidate upgrade operations will be present in this template
         variable when ``script.py.mako`` is rendered.  Defaults to
         ``upgrades``.
        :param downgrade_token: When autogenerate completes, the text of the
         candidate downgrade operations will be present in this
         template variable when ``script.py.mako`` is rendered.  Defaults to
         ``downgrades``.

        :param alembic_module_prefix: When autogenerate refers to Alembic
         :mod:`alembic.operations` constructs, this prefix will be used
         (i.e. ``op.create_table``)  Defaults to "``op.``".
         Can be ``None`` to indicate no prefix.

        :param sqlalchemy_module_prefix: When autogenerate refers to
         SQLAlchemy
         :class:`~sqlalchemy.schema.Column` or type classes, this prefix
         will be used
         (i.e. ``sa.Column("somename", sa.Integer)``)  Defaults to "``sa.``".
         Can be ``None`` to indicate no prefix.
         Note that when dialect-specific types are rendered, autogenerate
         will render them using the dialect module name, i.e. ``mssql.BIT()``,
         ``postgresql.UUID()``.

        :param user_module_prefix: When autogenerate refers to a SQLAlchemy
         type (e.g. :class:`.TypeEngine`) where the module name is not
         under the ``sqlalchemy`` namespace, this prefix will be used
         within autogenerate.  If left at its default of
         ``None``, the ``__module__`` attribute of the type is used to
         render the import module.   It's a good practice to set this
         and to have all custom types be available from a fixed module space,
         in order to future-proof migration files against reorganizations
         in modules.

         .. seealso::

            :ref:`autogen_module_prefix`

        :param process_revision_directives: a callable function that will
         be passed a structure representing the end result of an autogenerate
         or plain "revision" operation, which can be manipulated to affect
         how the ``alembic revision`` command ultimately outputs new
         revision scripts.   The structure of the callable is::

            def process_revision_directives(context, revision, directives):
                pass

         The ``directives`` parameter is a Python list containing
         a single :class:`.MigrationScript` directive, which represents
         the revision file to be generated.    This list as well as its
         contents may be freely modified to produce any set of commands.
         The section :ref:`customizing_revision` shows an example of
         doing this.  The ``context`` parameter is the
         :class:`.MigrationContext` in use,
         and ``revision`` is a tuple of revision identifiers representing the
         current revision of the database.

         The callable is invoked at all times when the ``--autogenerate``
         option is passed to ``alembic revision``.  If ``--autogenerate``
         is not passed, the callable is invoked only if the
         ``revision_environment`` variable is set to True in the Alembic
         configuration, in which case the given ``directives`` collection
         will contain empty :class:`.UpgradeOps` and :class:`.DowngradeOps`
         collections for ``.upgrade_ops`` and ``.downgrade_ops``.  The
         ``--autogenerate`` option itself can be inferred by inspecting
         ``context.config.cmd_opts.autogenerate``.

         The callable function may optionally be an instance of
         a :class:`.Rewriter` object.  This is a helper object that
         assists in the production of autogenerate-stream rewriter functions.

         .. seealso::

             :ref:`customizing_revision`

             :ref:`autogen_rewriter`

             :paramref:`.command.revision.process_revision_directives`

        Parameters specific to individual backends:

        :param mssql_batch_separator: The "batch separator" which will
         be placed between each statement when generating offline SQL Server
         migrations.  Defaults to ``GO``.  Note this is in addition to the
         customary semicolon ``;`` at the end of each statement; SQL Server
         considers the "batch separator" to denote the end of an
         individual statement execution, and cannot group certain
         dependent operations in one step.
        :param oracle_batch_separator: The "batch separator" which will
         be placed between each statement when generating offline
         Oracle migrations.  Defaults to ``/``.  Oracle doesn't add a
         semicolon between statements like most other backends.

        """
        opts = self.context_opts
        if transactional_ddl is not None:
            opts["transactional_ddl"] = transactional_ddl
        if output_buffer is not None:
            opts["output_buffer"] = output_buffer
        elif self.config.output_buffer is not None:
            opts["output_buffer"] = self.config.output_buffer
        if starting_rev:
            opts["starting_rev"] = starting_rev
        if tag:
            opts["tag"] = tag
        if template_args and "template_args" in opts:
            opts["template_args"].update(template_args)
        opts["transaction_per_migration"] = transaction_per_migration
        opts["target_metadata"] = target_metadata
        opts["include_name"] = include_name
        opts["include_object"] = include_object
        opts["include_schemas"] = include_schemas
        opts["render_as_batch"] = render_as_batch
        opts["upgrade_token"] = upgrade_token
        opts["downgrade_token"] = downgrade_token
        opts["sqlalchemy_module_prefix"] = sqlalchemy_module_prefix
        opts["alembic_module_prefix"] = alembic_module_prefix
        opts["user_module_prefix"] = user_module_prefix
        opts["literal_binds"] = literal_binds
        opts["process_revision_directives"] = process_revision_directives
        opts["on_version_apply"] = util.to_tuple(on_version_apply, default=())

        if render_item is not None:
            opts["render_item"] = render_item
        opts["compare_type"] = compare_type
        if compare_server_default is not None:
            opts["compare_server_default"] = compare_server_default
        opts["script"] = self.script

        opts.update(kw)

        self._migration_context = MigrationContext.configure(
            connection=connection,
            url=url,
            dialect_name=dialect_name,
            environment_context=self,
            dialect_opts=dialect_opts,
            opts=opts,
        )

    def run_migrations(self, **kw: Any) -> None:
        """Run migrations as determined by the current command line
        configuration
        as well as versioning information present (or not) in the current
        database connection (if one is present).

        The function accepts optional ``**kw`` arguments.   If these are
        passed, they are sent directly to the ``upgrade()`` and
        ``downgrade()``
        functions within each target revision file.   By modifying the
        ``script.py.mako`` file so that the ``upgrade()`` and ``downgrade()``
        functions accept arguments, parameters can be passed here so that
        contextual information, usually information to identify a particular
        database in use, can be passed from a custom ``env.py`` script
        to the migration functions.

        This function requires that a :class:`.MigrationContext` has
        first been made available via :meth:`.configure`.

        """
        assert self._migration_context is not None
        with Operations.context(self._migration_context):
            self.get_context().run_migrations(**kw)

    def execute(
        self,
        sql: Union[Executable, str],
        execution_options: Optional[Dict[str, Any]] = None,
    ) -> None:
        """Execute the given SQL using the current change context.

        The behavior of :meth:`.execute` is the same
        as that of :meth:`.Operations.execute`.  Please see that
        function's documentation for full detail including
        caveats and limitations.

        This function requires that a :class:`.MigrationContext` has
        first been made available via :meth:`.configure`.

        """
        self.get_context().execute(sql, execution_options=execution_options)

    def static_output(self, text: str) -> None:
        """Emit text directly to the "offline" SQL stream.

        Typically this is for emitting comments that
        start with --.  The statement is not treated
        as a SQL execution, no ; or batch separator
        is added, etc.

        """
        self.get_context().impl.static_output(text)

    def begin_transaction(
        self,
    ) -> Union[_ProxyTransaction, ContextManager[None]]:
        """Return a context manager that will
        enclose an operation within a "transaction",
        as defined by the environment's offline
        and transactional DDL settings.

        e.g.::

            with context.begin_transaction():
                context.run_migrations()

        :meth:`.begin_transaction` is intended to
        "do the right thing" regardless of
        calling context:

        * If :meth:`.is_transactional_ddl` is ``False``,
          returns a "do nothing" context manager
          which otherwise produces no transactional
          state or directives.
        * If :meth:`.is_offline_mode` is ``True``,
          returns a context manager that will
          invoke the :meth:`.DefaultImpl.emit_begin`
          and :meth:`.DefaultImpl.emit_commit`
          methods, which will produce the string
          directives ``BEGIN`` and ``COMMIT`` on
          the output stream, as rendered by the
          target backend (e.g. SQL Server would
          emit ``BEGIN TRANSACTION``).
        * Otherwise, calls :meth:`sqlalchemy.engine.Connection.begin`
          on the current online connection, which
          returns a :class:`sqlalchemy.engine.Transaction`
          object.  This object demarcates a real
          transaction and is itself a context manager,
          which will roll back if an exception
          is raised.

        Note that a custom ``env.py`` script which
        has more specific transactional needs can of course
        manipulate the :class:`~sqlalchemy.engine.Connection`
        directly to produce transactional state in "online"
        mode.

        """

        return self.get_context().begin_transaction()

    def get_context(self) -> MigrationContext:
        """Return the current :class:`.MigrationContext` object.

        If :meth:`.EnvironmentContext.configure` has not been
        called yet, raises an exception.

        """

        if self._migration_context is None:
            raise Exception("No context has been configured yet.")
        return self._migration_context

    def get_bind(self) -> Connection:
        """Return the current 'bind'.

        In "online" mode, this is the
        :class:`sqlalchemy.engine.Connection` currently being used
        to emit SQL to the database.

        This function requires that a :class:`.MigrationContext`
        has first been made available via :meth:`.configure`.

        """
        return self.get_context().bind  # type: ignore[return-value]

    def get_impl(self) -> DefaultImpl:
        return self.get_context().impl