# 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 pymongo import common from pymongo.aggregation import (_CollectionAggregationCommand, _DatabaseAggregationCommand) 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, start_after): 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._uses_start_after = start_after is not None self._uses_resume_after = resume_after is not None self._resume_token = copy.deepcopy(start_after or 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 # Initialize cursor. self._cursor = self._create_cursor() @property def _aggregation_command_class(self): """The aggregation command class to be used.""" raise NotImplementedError @property def _client(self): """The client against which the aggregation commands for this ChangeStream will be run. """ raise NotImplementedError def _change_stream_options(self): """Return the options dict for the $changeStream pipeline stage.""" options = {} if self._full_document is not None: options['fullDocument'] = self._full_document resume_token = self.resume_token if resume_token is not None: if self._uses_start_after: options['startAfter'] = resume_token if self._uses_resume_after: options['resumeAfter'] = resume_token if self._start_at_operation_time is not None: options['startAtOperationTime'] = self._start_at_operation_time return options def _command_options(self): """Return the options dict for the aggregation command.""" options = {} if self._max_await_time_ms is not None: options["maxAwaitTimeMS"] = self._max_await_time_ms if self._batch_size is not None: options["batchSize"] = self._batch_size return options def _aggregation_pipeline(self): """Return the full aggregation pipeline for this ChangeStream.""" options = self._change_stream_options() full_pipeline = [{'$changeStream': options}] full_pipeline.extend(self._pipeline) return full_pipeline def _process_result(self, result, session, server, sock_info, slave_ok): """Callback that caches the startAtOperationTime from a changeStream aggregate command response containing an empty batch of change documents. This is implemented as a callback because we need access to the wire version in order to determine whether to cache this value. """ if not result['cursor']['firstBatch']: if (self._start_at_operation_time is None and self.resume_token is None and sock_info.max_wire_version >= 7): self._start_at_operation_time = result["operationTime"] def _run_aggregation_cmd(self, session, explicit_session): """Run the full aggregation pipeline for this ChangeStream and return the corresponding CommandCursor. """ cmd = self._aggregation_command_class( self._target, CommandCursor, self._aggregation_pipeline(), self._command_options(), explicit_session, result_processor=self._process_result) return self._client._retryable_read( cmd.get_cursor, self._target._read_preference_for(session), session) def _create_cursor(self): with self._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 @property def resume_token(self): """The cached resume token that will be used to resume after the most recently returned change. .. versionadded:: 3.9 """ return copy.deepcopy(self._resume_token) 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: resume_token = None pipeline = [{'$match': {'operationType': 'insert'}}] with db.collection.watch(pipeline) as stream: for insert_change in stream: print(insert_change) resume_token = stream.resume_token except pymongo.errors.PyMongoError: # The ChangeStream encountered an unrecoverable error or the # resume attempt failed to recreate the cursor. if resume_token is None: # There is no usable resume token because there was a # failure during ChangeStream initialization. logging.error('...') else: # Use the interrupted ChangeStream's resume token to create # a new ChangeStream. The new stream will continue from the # last seen insert change without missing any events. with db.collection.watch( pipeline, resume_after=resume_token) as stream: for insert_change in stream: print(insert_change) 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() # Note that the ChangeStream's resume token may be updated # even when no changes are returned. print("Current resume token: %r" % (stream.resume_token,)) if change is not None: print("Change document: %r" % (change,)) continue # We end up here when there are no recent changes. # Sleep for a while before trying again 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 or exc.has_error_label("NonResumableChangeStreamError")): raise self._resume() change = self._cursor._try_next(False) # If no changes are available. if change is None: # We have either iterated over all documents in the cursor, # OR the most-recently returned batch is empty. In either case, # update the cached resume token with the postBatchResumeToken if # one was returned. We also clear the startAtOperationTime. if self._cursor._post_batch_resume_token is not None: self._resume_token = self._cursor._post_batch_resume_token self._start_at_operation_time = None return change # Else, changes are available. try: resume_token = change['_id'] except KeyError: self.close() raise InvalidOperation( "Cannot provide resume functionality when the resume " "token is missing.") # If this is the last change document from the current batch, cache the # postBatchResumeToken. if (not self._cursor._has_next() and self._cursor._post_batch_resume_token): resume_token = self._cursor._post_batch_resume_token # Hereafter, don't use startAfter; instead use resumeAfter. self._uses_start_after = False self._uses_resume_after = True # Cache the resume token and clear startAtOperationTime. self._resume_token = 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_command_class(self): return _CollectionAggregationCommand @property def _client(self): return self._target.database.client 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_command_class(self): return _DatabaseAggregationCommand @property def _client(self): return self._target.client 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 _change_stream_options(self): options = super(ClusterChangeStream, self)._change_stream_options() options["allChangesForCluster"] = True return options