# 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.""" from __future__ import annotations import copy from typing import TYPE_CHECKING, Any, Generic, Mapping, Optional, Type, Union from bson import CodecOptions, _bson_to_dict from bson.raw_bson import RawBSONDocument from bson.timestamp import Timestamp from pymongo import _csot, common from pymongo.aggregation import ( _AggregationCommand, _CollectionAggregationCommand, _DatabaseAggregationCommand, ) from pymongo.collation import validate_collation_or_none from pymongo.command_cursor import CommandCursor from pymongo.errors import ( ConnectionFailure, CursorNotFound, InvalidOperation, OperationFailure, PyMongoError, ) from pymongo.operations import _Op from pymongo.typings import _CollationIn, _DocumentType, _Pipeline # The change streams spec considers the following server errors from the # getMore command non-resumable. All other getMore errors are resumable. _RESUMABLE_GETMORE_ERRORS = frozenset( [ 6, # HostUnreachable 7, # HostNotFound 89, # NetworkTimeout 91, # ShutdownInProgress 189, # PrimarySteppedDown 262, # ExceededTimeLimit 9001, # SocketException 10107, # NotWritablePrimary 11600, # InterruptedAtShutdown 11602, # InterruptedDueToReplStateChange 13435, # NotPrimaryNoSecondaryOk 13436, # NotPrimaryOrSecondary 63, # StaleShardVersion 150, # StaleEpoch 13388, # StaleConfig 234, # RetryChangeStream 133, # FailedToSatisfyReadPreference ] ) if TYPE_CHECKING: from pymongo.client_session import ClientSession from pymongo.collection import Collection from pymongo.database import Database from pymongo.mongo_client import MongoClient from pymongo.pool import Connection def _resumable(exc: PyMongoError) -> bool: """Return True if given a resumable change stream error.""" if isinstance(exc, (ConnectionFailure, CursorNotFound)): return True if isinstance(exc, OperationFailure): if exc._max_wire_version is None: return False return ( exc._max_wire_version >= 9 and exc.has_error_label("ResumableChangeStreamError") ) or (exc._max_wire_version < 9 and exc.code in _RESUMABLE_GETMORE_ERRORS) return False class ChangeStream(Generic[_DocumentType]): """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 .. seealso:: The MongoDB documentation on `changeStreams `_. """ def __init__( self, target: Union[ MongoClient[_DocumentType], Database[_DocumentType], Collection[_DocumentType] ], pipeline: Optional[_Pipeline], full_document: Optional[str], resume_after: Optional[Mapping[str, Any]], max_await_time_ms: Optional[int], batch_size: Optional[int], collation: Optional[_CollationIn], start_at_operation_time: Optional[Timestamp], session: Optional[ClientSession], start_after: Optional[Mapping[str, Any]], comment: Optional[Any] = None, full_document_before_change: Optional[str] = None, show_expanded_events: Optional[bool] = None, ) -> None: if pipeline is None: pipeline = [] pipeline = common.validate_list("pipeline", pipeline) 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: CodecOptions[_DocumentType] = 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( # type: ignore 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._full_document_before_change = full_document_before_change 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 self._comment = comment self._closed = False self._timeout = self._target._timeout self._show_expanded_events = show_expanded_events # Initialize cursor. self._cursor = self._create_cursor() @property def _aggregation_command_class(self) -> Type[_AggregationCommand]: """The aggregation command class to be used.""" raise NotImplementedError @property def _client(self) -> MongoClient: """The client against which the aggregation commands for this ChangeStream will be run. """ raise NotImplementedError def _change_stream_options(self) -> dict[str, Any]: """Return the options dict for the $changeStream pipeline stage.""" options: dict[str, Any] = {} if self._full_document is not None: options["fullDocument"] = self._full_document if self._full_document_before_change is not None: options["fullDocumentBeforeChange"] = self._full_document_before_change resume_token = self.resume_token if resume_token is not None: if self._uses_start_after: options["startAfter"] = resume_token else: options["resumeAfter"] = resume_token elif self._start_at_operation_time is not None: options["startAtOperationTime"] = self._start_at_operation_time if self._show_expanded_events: options["showExpandedEvents"] = self._show_expanded_events return options def _command_options(self) -> dict[str, Any]: """Return the options dict for the aggregation command.""" options = {} if self._max_await_time_ms is not None: options["maxAwaitTimeMS"] = self._max_await_time_ms if self._batch_size is not None: options["batchSize"] = self._batch_size return options def _aggregation_pipeline(self) -> list[dict[str, Any]]: """Return the full aggregation pipeline for this ChangeStream.""" options = self._change_stream_options() full_pipeline: list = [{"$changeStream": options}] full_pipeline.extend(self._pipeline) return full_pipeline def _process_result(self, result: Mapping[str, Any], conn: Connection) -> None: """Callback that caches the postBatchResumeToken or 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 "postBatchResumeToken" in result["cursor"]: self._resume_token = result["cursor"]["postBatchResumeToken"] elif ( self._start_at_operation_time is None and self._uses_resume_after is False and self._uses_start_after is False and conn.max_wire_version >= 7 ): self._start_at_operation_time = result.get("operationTime") # PYTHON-2181: informative error on missing operationTime. if self._start_at_operation_time is None: raise OperationFailure( "Expected field 'operationTime' missing from command " f"response : {result!r}" ) def _run_aggregation_cmd( self, session: Optional[ClientSession], explicit_session: bool ) -> CommandCursor: """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, comment=self._comment, ) return self._client._retryable_read( cmd.get_cursor, self._target._read_preference_for(session), session, operation=_Op.AGGREGATE, ) def _create_cursor(self) -> CommandCursor: 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) -> None: """Reestablish this change stream after a resumable error.""" try: self._cursor.close() except PyMongoError: pass self._cursor = self._create_cursor() def close(self) -> None: """Close this ChangeStream.""" self._closed = True self._cursor.close() def __iter__(self) -> ChangeStream[_DocumentType]: return self @property def resume_token(self) -> Optional[Mapping[str, Any]]: """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) @_csot.apply def next(self) -> _DocumentType: """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) -> bool: """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 not self._closed @_csot.apply def try_next(self) -> Optional[_DocumentType]: """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. :return: 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 """ if not self._closed and not self._cursor.alive: self._resume() # Attempt to get the next change with at most one getMore and at most # one resume attempt. try: try: change = self._cursor._try_next(True) except PyMongoError as exc: if not _resumable(exc): raise self._resume() change = self._cursor._try_next(False) except PyMongoError as exc: # Close the stream after a fatal error. if not _resumable(exc) and not exc.timeout: self.close() raise except Exception: self.close() raise # Check if the cursor was invalidated. if not self._cursor.alive: self._closed = True # 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." ) from None # 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) -> ChangeStream[_DocumentType]: return self def __exit__(self, exc_type: Any, exc_val: Any, exc_tb: Any) -> None: self.close() class CollectionChangeStream(ChangeStream[_DocumentType]): """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 """ _target: Collection[_DocumentType] @property def _aggregation_command_class(self) -> Type[_CollectionAggregationCommand]: return _CollectionAggregationCommand @property def _client(self) -> MongoClient[_DocumentType]: return self._target.database.client class DatabaseChangeStream(ChangeStream[_DocumentType]): """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 """ _target: Database[_DocumentType] @property def _aggregation_command_class(self) -> Type[_DatabaseAggregationCommand]: return _DatabaseAggregationCommand @property def _client(self) -> MongoClient[_DocumentType]: return self._target.client class ClusterChangeStream(DatabaseChangeStream[_DocumentType]): """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) -> dict[str, Any]: options = super()._change_stream_options() options["allChangesForCluster"] = True return options