# Copyright 2017 MongoDB, Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); you # may not use this file except in compliance with the License. You # may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or # implied. See the License for the specific language governing # permissions and limitations under the License. """Watch changes on a collection, a database, or the entire cluster.""" import copy from bson import _bson_to_dict from bson.raw_bson import RawBSONDocument from bson.son import SON from pymongo import common from pymongo.collation import validate_collation_or_none from pymongo.command_cursor import CommandCursor from pymongo.errors import (ConnectionFailure, InvalidOperation, OperationFailure, PyMongoError) # The change streams spec considers the following server errors from the # getMore command non-resumable. All other getMore errors are resumable. _NON_RESUMABLE_GETMORE_ERRORS = frozenset([ 11601, # Interrupted 136, # CappedPositionLost 237, # CursorKilled None, # No error code was returned. ]) class ChangeStream(object): """The internal abstract base class for change stream cursors. Should not be called directly by application developers. Use :meth:`pymongo.collection.Collection.watch`, :meth:`pymongo.database.Database.watch`, or :meth:`pymongo.mongo_client.MongoClient.watch` instead. .. versionadded:: 3.6 .. mongodoc:: changeStreams """ def __init__(self, target, pipeline, full_document, resume_after, max_await_time_ms, batch_size, collation, start_at_operation_time, session): if pipeline is None: pipeline = [] elif not isinstance(pipeline, list): raise TypeError("pipeline must be a list") common.validate_string_or_none('full_document', full_document) validate_collation_or_none(collation) common.validate_non_negative_integer_or_none("batchSize", batch_size) self._decode_custom = False self._orig_codec_options = target.codec_options if target.codec_options.type_registry._decoder_map: self._decode_custom = True # Keep the type registry so that we support encoding custom types # in the pipeline. self._target = target.with_options( codec_options=target.codec_options.with_options( document_class=RawBSONDocument)) else: self._target = target self._pipeline = copy.deepcopy(pipeline) self._full_document = full_document self._resume_token = copy.deepcopy(resume_after) self._max_await_time_ms = max_await_time_ms self._batch_size = batch_size self._collation = collation self._start_at_operation_time = start_at_operation_time self._session = session self._cursor = self._create_cursor() @property def _aggregation_target(self): """The argument to pass to the aggregate command.""" raise NotImplementedError @property def _database(self): """The database against which the aggregation commands for this ChangeStream will be run. """ raise NotImplementedError def _pipeline_options(self): options = {} if self._full_document is not None: options['fullDocument'] = self._full_document if self._resume_token is not None: options['resumeAfter'] = self._resume_token if self._start_at_operation_time is not None: options['startAtOperationTime'] = self._start_at_operation_time return options def _full_pipeline(self): """Return the full aggregation pipeline for this ChangeStream.""" options = self._pipeline_options() full_pipeline = [{'$changeStream': options}] full_pipeline.extend(self._pipeline) return full_pipeline def _run_aggregation_cmd(self, session, explicit_session): """Run the full aggregation pipeline for this ChangeStream and return the corresponding CommandCursor. """ read_preference = self._target._read_preference_for(session) client = self._database.client with client._socket_for_reads(read_preference) as (sock_info, slave_ok): pipeline = self._full_pipeline() cmd = SON([("aggregate", self._aggregation_target), ("pipeline", pipeline), ("cursor", {})]) result = sock_info.command( self._database.name, cmd, slave_ok, read_preference, self._target.codec_options, parse_write_concern_error=True, read_concern=self._target.read_concern, collation=self._collation, session=session, client=self._database.client) cursor = result["cursor"] if (self._start_at_operation_time is None and self._resume_token is None and cursor.get("_id") is None and sock_info.max_wire_version >= 7): self._start_at_operation_time = result["operationTime"] ns = cursor["ns"] _, collname = ns.split(".", 1) aggregation_collection = self._database.get_collection( collname, codec_options=self._target.codec_options, read_preference=read_preference, write_concern=self._target.write_concern, read_concern=self._target.read_concern ) return CommandCursor( aggregation_collection, cursor, sock_info.address, batch_size=self._batch_size or 0, max_await_time_ms=self._max_await_time_ms, session=session, explicit_session=explicit_session) def _create_cursor(self): with self._database.client._tmp_session(self._session, close=False) as s: return self._run_aggregation_cmd( session=s, explicit_session=self._session is not None ) def _resume(self): """Reestablish this change stream after a resumable error.""" try: self._cursor.close() except PyMongoError: pass self._cursor = self._create_cursor() def close(self): """Close this ChangeStream.""" self._cursor.close() def __iter__(self): return self def next(self): """Advance the cursor. This method blocks until the next change document is returned or an unrecoverable error is raised. This method is used when iterating over all changes in the cursor. For example:: try: with db.collection.watch( [{'$match': {'operationType': 'insert'}}]) as stream: for insert_change in stream: print(insert_change) except pymongo.errors.PyMongoError: # The ChangeStream encountered an unrecoverable error or the # resume attempt failed to recreate the cursor. logging.error('...') Raises :exc:`StopIteration` if this ChangeStream is closed. """ while self.alive: doc = self.try_next() if doc is not None: return doc raise StopIteration __next__ = next @property def alive(self): """Does this cursor have the potential to return more data? .. note:: Even if :attr:`alive` is ``True``, :meth:`next` can raise :exc:`StopIteration` and :meth:`try_next` can return ``None``. .. versionadded:: 3.8 """ return self._cursor.alive def try_next(self): """Advance the cursor without blocking indefinitely. This method returns the next change document without waiting indefinitely for the next change. For example:: with db.collection.watch() as stream: while stream.alive: change = stream.try_next() if change is not None: print(change) elif stream.alive: # We end up here when there are no recent changes. # Sleep for a while to avoid flooding the server with # getMore requests when no changes are available. time.sleep(10) If no change document is cached locally then this method runs a single getMore command. If the getMore yields any documents, the next document is returned, otherwise, if the getMore returns no documents (because there have been no changes) then ``None`` is returned. :Returns: The next change document or ``None`` when no document is available after running a single getMore or when the cursor is closed. .. versionadded:: 3.8 """ # Attempt to get the next change with at most one getMore and at most # one resume attempt. try: change = self._cursor._try_next(True) except ConnectionFailure: self._resume() change = self._cursor._try_next(False) except OperationFailure as exc: if exc.code in _NON_RESUMABLE_GETMORE_ERRORS: raise self._resume() change = self._cursor._try_next(False) # No changes are available. if change is None: return None try: resume_token = change['_id'] except KeyError: self.close() raise InvalidOperation( "Cannot provide resume functionality when the resume " "token is missing.") self._resume_token = copy.copy(resume_token) self._start_at_operation_time = None if self._decode_custom: return _bson_to_dict(change.raw, self._orig_codec_options) return change def __enter__(self): return self def __exit__(self, exc_type, exc_val, exc_tb): self.close() class CollectionChangeStream(ChangeStream): """A change stream that watches changes on a single collection. Should not be called directly by application developers. Use helper method :meth:`pymongo.collection.Collection.watch` instead. .. versionadded:: 3.7 """ @property def _aggregation_target(self): return self._target.name @property def _database(self): return self._target.database class DatabaseChangeStream(ChangeStream): """A change stream that watches changes on all collections in a database. Should not be called directly by application developers. Use helper method :meth:`pymongo.database.Database.watch` instead. .. versionadded:: 3.7 """ @property def _aggregation_target(self): return 1 @property def _database(self): return self._target class ClusterChangeStream(DatabaseChangeStream): """A change stream that watches changes on all collections in the cluster. Should not be called directly by application developers. Use helper method :meth:`pymongo.mongo_client.MongoClient.watch` instead. .. versionadded:: 3.7 """ def _pipeline_options(self): options = super(ClusterChangeStream, self)._pipeline_options() options["allChangesForCluster"] = True return options