743 lines
26 KiB
Python
743 lines
26 KiB
Python
# Copyright 2017 Google LLC All rights reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import logging
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import collections
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import threading
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import datetime
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from enum import Enum
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import functools
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import pytz
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from google.api_core.bidi import ResumableBidiRpc
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from google.api_core.bidi import BackgroundConsumer
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from google.cloud.firestore_v1.proto import firestore_pb2
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from google.cloud.firestore_v1 import _helpers
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from google.api_core import exceptions
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import grpc
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"""Python client for Google Cloud Firestore Watch."""
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_LOGGER = logging.getLogger(__name__)
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WATCH_TARGET_ID = 0x5079 # "Py"
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GRPC_STATUS_CODE = {
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"OK": 0,
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"CANCELLED": 1,
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"UNKNOWN": 2,
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"INVALID_ARGUMENT": 3,
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"DEADLINE_EXCEEDED": 4,
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"NOT_FOUND": 5,
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"ALREADY_EXISTS": 6,
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"PERMISSION_DENIED": 7,
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"UNAUTHENTICATED": 16,
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"RESOURCE_EXHAUSTED": 8,
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"FAILED_PRECONDITION": 9,
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"ABORTED": 10,
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"OUT_OF_RANGE": 11,
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"UNIMPLEMENTED": 12,
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"INTERNAL": 13,
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"UNAVAILABLE": 14,
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"DATA_LOSS": 15,
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"DO_NOT_USE": -1,
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}
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_RPC_ERROR_THREAD_NAME = "Thread-OnRpcTerminated"
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_RECOVERABLE_STREAM_EXCEPTIONS = (
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exceptions.Aborted,
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exceptions.Cancelled,
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exceptions.Unknown,
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exceptions.DeadlineExceeded,
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exceptions.ResourceExhausted,
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exceptions.InternalServerError,
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exceptions.ServiceUnavailable,
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exceptions.Unauthenticated,
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)
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_TERMINATING_STREAM_EXCEPTIONS = (exceptions.Cancelled,)
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DocTreeEntry = collections.namedtuple("DocTreeEntry", ["value", "index"])
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class WatchDocTree(object):
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# TODO: Currently this uses a dict. Other implementations us an rbtree.
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# The performance of this implementation should be investigated and may
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# require modifying the underlying datastructure to a rbtree.
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def __init__(self):
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self._dict = {}
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self._index = 0
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def keys(self):
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return list(self._dict.keys())
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def _copy(self):
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wdt = WatchDocTree()
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wdt._dict = self._dict.copy()
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wdt._index = self._index
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self = wdt
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return self
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def insert(self, key, value):
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self = self._copy()
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self._dict[key] = DocTreeEntry(value, self._index)
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self._index += 1
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return self
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def find(self, key):
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return self._dict[key]
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def remove(self, key):
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self = self._copy()
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del self._dict[key]
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return self
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def __iter__(self):
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for k in self._dict:
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yield k
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def __len__(self):
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return len(self._dict)
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def __contains__(self, k):
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return k in self._dict
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class ChangeType(Enum):
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ADDED = 1
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REMOVED = 2
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MODIFIED = 3
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class DocumentChange(object):
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def __init__(self, type, document, old_index, new_index):
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"""DocumentChange
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Args:
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type (ChangeType):
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document (document.DocumentSnapshot):
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old_index (int):
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new_index (int):
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"""
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# TODO: spec indicated an isEqual param also
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self.type = type
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self.document = document
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self.old_index = old_index
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self.new_index = new_index
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class WatchResult(object):
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def __init__(self, snapshot, name, change_type):
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self.snapshot = snapshot
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self.name = name
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self.change_type = change_type
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def _maybe_wrap_exception(exception):
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"""Wraps a gRPC exception class, if needed."""
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if isinstance(exception, grpc.RpcError):
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return exceptions.from_grpc_error(exception)
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return exception
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def document_watch_comparator(doc1, doc2):
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assert doc1 == doc2, "Document watches only support one document."
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return 0
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def _should_recover(exception):
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wrapped = _maybe_wrap_exception(exception)
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return isinstance(wrapped, _RECOVERABLE_STREAM_EXCEPTIONS)
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def _should_terminate(exception):
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wrapped = _maybe_wrap_exception(exception)
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return isinstance(wrapped, _TERMINATING_STREAM_EXCEPTIONS)
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class Watch(object):
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BackgroundConsumer = BackgroundConsumer # FBO unit tests
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ResumableBidiRpc = ResumableBidiRpc # FBO unit tests
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def __init__(
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self,
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document_reference,
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firestore,
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target,
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comparator,
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snapshot_callback,
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document_snapshot_cls,
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document_reference_cls,
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BackgroundConsumer=None, # FBO unit testing
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ResumableBidiRpc=None, # FBO unit testing
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):
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"""
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Args:
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firestore:
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target:
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comparator:
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snapshot_callback: Callback method to process snapshots.
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Args:
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docs (List(DocumentSnapshot)): A callback that returns the
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ordered list of documents stored in this snapshot.
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changes (List(str)): A callback that returns the list of
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changed documents since the last snapshot delivered for
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this watch.
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read_time (string): The ISO 8601 time at which this
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snapshot was obtained.
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document_snapshot_cls: instance of DocumentSnapshot
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document_reference_cls: instance of DocumentReference
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"""
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self._document_reference = document_reference
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self._firestore = firestore
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self._api = firestore._firestore_api
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self._targets = target
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self._comparator = comparator
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self.DocumentSnapshot = document_snapshot_cls
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self.DocumentReference = document_reference_cls
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self._snapshot_callback = snapshot_callback
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self._closing = threading.Lock()
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self._closed = False
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self.resume_token = None
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rpc_request = self._get_rpc_request
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if ResumableBidiRpc is None:
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ResumableBidiRpc = self.ResumableBidiRpc # FBO unit tests
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self._rpc = ResumableBidiRpc(
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self._api.transport.listen,
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should_recover=_should_recover,
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should_terminate=_should_terminate,
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initial_request=rpc_request,
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metadata=self._firestore._rpc_metadata,
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)
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self._rpc.add_done_callback(self._on_rpc_done)
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# Initialize state for on_snapshot
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# The sorted tree of QueryDocumentSnapshots as sent in the last
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# snapshot. We only look at the keys.
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self.doc_tree = WatchDocTree()
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# A map of document names to QueryDocumentSnapshots for the last sent
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# snapshot.
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self.doc_map = {}
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# The accumulates map of document changes (keyed by document name) for
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# the current snapshot.
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self.change_map = {}
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# The current state of the query results.
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self.current = False
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# We need this to track whether we've pushed an initial set of changes,
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# since we should push those even when there are no changes, if there
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# aren't docs.
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self.has_pushed = False
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# The server assigns and updates the resume token.
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if BackgroundConsumer is None: # FBO unit tests
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BackgroundConsumer = self.BackgroundConsumer
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self._consumer = BackgroundConsumer(self._rpc, self.on_snapshot)
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self._consumer.start()
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def _get_rpc_request(self):
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if self.resume_token is not None:
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self._targets["resume_token"] = self.resume_token
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return firestore_pb2.ListenRequest(
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database=self._firestore._database_string, add_target=self._targets
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)
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@property
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def is_active(self):
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"""bool: True if this manager is actively streaming.
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Note that ``False`` does not indicate this is complete shut down,
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just that it stopped getting new messages.
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"""
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return self._consumer is not None and self._consumer.is_active
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def close(self, reason=None):
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"""Stop consuming messages and shutdown all helper threads.
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This method is idempotent. Additional calls will have no effect.
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Args:
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reason (Any): The reason to close this. If None, this is considered
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an "intentional" shutdown.
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"""
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with self._closing:
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if self._closed:
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return
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# Stop consuming messages.
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if self.is_active:
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_LOGGER.debug("Stopping consumer.")
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self._consumer.stop()
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self._consumer = None
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self._rpc.close()
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self._rpc = None
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self._closed = True
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_LOGGER.debug("Finished stopping manager.")
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if reason:
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# Raise an exception if a reason is provided
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_LOGGER.debug("reason for closing: %s" % reason)
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if isinstance(reason, Exception):
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raise reason
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raise RuntimeError(reason)
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def _on_rpc_done(self, future):
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"""Triggered whenever the underlying RPC terminates without recovery.
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This is typically triggered from one of two threads: the background
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consumer thread (when calling ``recv()`` produces a non-recoverable
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error) or the grpc management thread (when cancelling the RPC).
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This method is *non-blocking*. It will start another thread to deal
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with shutting everything down. This is to prevent blocking in the
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background consumer and preventing it from being ``joined()``.
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"""
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_LOGGER.info("RPC termination has signaled manager shutdown.")
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future = _maybe_wrap_exception(future)
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thread = threading.Thread(
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name=_RPC_ERROR_THREAD_NAME, target=self.close, kwargs={"reason": future}
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)
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thread.daemon = True
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thread.start()
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def unsubscribe(self):
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self.close()
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@classmethod
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def for_document(
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cls,
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document_ref,
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snapshot_callback,
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snapshot_class_instance,
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reference_class_instance,
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):
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"""
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Creates a watch snapshot listener for a document. snapshot_callback
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receives a DocumentChange object, but may also start to get
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targetChange and such soon
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Args:
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document_ref: Reference to Document
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snapshot_callback: callback to be called on snapshot
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snapshot_class_instance: instance of DocumentSnapshot to make
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snapshots with to pass to snapshot_callback
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reference_class_instance: instance of DocumentReference to make
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references
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"""
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return cls(
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document_ref,
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document_ref._client,
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{
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"documents": {"documents": [document_ref._document_path]},
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"target_id": WATCH_TARGET_ID,
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},
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document_watch_comparator,
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snapshot_callback,
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snapshot_class_instance,
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reference_class_instance,
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)
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@classmethod
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def for_query(
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cls, query, snapshot_callback, snapshot_class_instance, reference_class_instance
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):
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parent_path, _ = query._parent._parent_info()
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query_target = firestore_pb2.Target.QueryTarget(
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parent=parent_path, structured_query=query._to_protobuf()
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)
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return cls(
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query,
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query._client,
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{"query": query_target, "target_id": WATCH_TARGET_ID},
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query._comparator,
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snapshot_callback,
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snapshot_class_instance,
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reference_class_instance,
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)
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def _on_snapshot_target_change_no_change(self, proto):
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_LOGGER.debug("on_snapshot: target change: NO_CHANGE")
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change = proto.target_change
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no_target_ids = change.target_ids is None or len(change.target_ids) == 0
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if no_target_ids and change.read_time and self.current:
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# TargetChange.CURRENT followed by TargetChange.NO_CHANGE
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# signals a consistent state. Invoke the onSnapshot
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# callback as specified by the user.
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self.push(change.read_time, change.resume_token)
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def _on_snapshot_target_change_add(self, proto):
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_LOGGER.debug("on_snapshot: target change: ADD")
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target_id = proto.target_change.target_ids[0]
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if target_id != WATCH_TARGET_ID:
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raise RuntimeError("Unexpected target ID %s sent by server" % target_id)
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def _on_snapshot_target_change_remove(self, proto):
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_LOGGER.debug("on_snapshot: target change: REMOVE")
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change = proto.target_change
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code = 13
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message = "internal error"
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if change.cause:
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code = change.cause.code
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message = change.cause.message
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message = "Error %s: %s" % (code, message)
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raise RuntimeError(message)
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def _on_snapshot_target_change_reset(self, proto):
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# Whatever changes have happened so far no longer matter.
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_LOGGER.debug("on_snapshot: target change: RESET")
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self._reset_docs()
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def _on_snapshot_target_change_current(self, proto):
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_LOGGER.debug("on_snapshot: target change: CURRENT")
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self.current = True
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def on_snapshot(self, proto):
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"""
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Called everytime there is a response from listen. Collect changes
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and 'push' the changes in a batch to the customer when we receive
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'current' from the listen response.
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Args:
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listen_response(`google.cloud.firestore_v1.types.ListenResponse`):
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Callback method that receives a object to
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"""
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TargetChange = firestore_pb2.TargetChange
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target_changetype_dispatch = {
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TargetChange.NO_CHANGE: self._on_snapshot_target_change_no_change,
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TargetChange.ADD: self._on_snapshot_target_change_add,
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TargetChange.REMOVE: self._on_snapshot_target_change_remove,
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TargetChange.RESET: self._on_snapshot_target_change_reset,
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TargetChange.CURRENT: self._on_snapshot_target_change_current,
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}
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target_change = getattr(proto, "target_change", "")
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document_change = getattr(proto, "document_change", "")
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document_delete = getattr(proto, "document_delete", "")
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document_remove = getattr(proto, "document_remove", "")
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filter_ = getattr(proto, "filter", "")
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if str(target_change):
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target_change_type = target_change.target_change_type
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_LOGGER.debug("on_snapshot: target change: " + str(target_change_type))
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meth = target_changetype_dispatch.get(target_change_type)
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if meth is None:
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_LOGGER.info(
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"on_snapshot: Unknown target change " + str(target_change_type)
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)
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self.close(
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reason="Unknown target change type: %s " % str(target_change_type)
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)
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else:
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try:
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meth(proto)
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except Exception as exc2:
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_LOGGER.debug("meth(proto) exc: " + str(exc2))
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raise
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# NOTE:
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# in other implementations, such as node, the backoff is reset here
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# in this version bidi rpc is just used and will control this.
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elif str(document_change):
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_LOGGER.debug("on_snapshot: document change")
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# No other target_ids can show up here, but we still need to see
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# if the targetId was in the added list or removed list.
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target_ids = document_change.target_ids or []
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removed_target_ids = document_change.removed_target_ids or []
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changed = False
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removed = False
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if WATCH_TARGET_ID in target_ids:
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changed = True
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if WATCH_TARGET_ID in removed_target_ids:
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removed = True
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if changed:
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_LOGGER.debug("on_snapshot: document change: CHANGED")
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# google.cloud.firestore_v1.types.Document
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document = document_change.document
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data = _helpers.decode_dict(document.fields, self._firestore)
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# Create a snapshot. As Document and Query objects can be
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# passed we need to get a Document Reference in a more manual
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# fashion than self._document_reference
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document_name = document.name
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db_str = self._firestore._database_string
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db_str_documents = db_str + "/documents/"
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if document_name.startswith(db_str_documents):
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document_name = document_name[len(db_str_documents) :]
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document_ref = self._firestore.document(document_name)
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snapshot = self.DocumentSnapshot(
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reference=document_ref,
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data=data,
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exists=True,
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read_time=None,
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create_time=document.create_time,
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update_time=document.update_time,
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)
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self.change_map[document.name] = snapshot
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elif removed:
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_LOGGER.debug("on_snapshot: document change: REMOVED")
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document = document_change.document
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self.change_map[document.name] = ChangeType.REMOVED
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# NB: document_delete and document_remove (as far as we, the client,
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# are concerned) are functionally equivalent
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elif str(document_delete):
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_LOGGER.debug("on_snapshot: document change: DELETE")
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name = document_delete.document
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self.change_map[name] = ChangeType.REMOVED
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elif str(document_remove):
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_LOGGER.debug("on_snapshot: document change: REMOVE")
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name = document_remove.document
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self.change_map[name] = ChangeType.REMOVED
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elif filter_:
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_LOGGER.debug("on_snapshot: filter update")
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if filter_.count != self._current_size():
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# We need to remove all the current results.
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self._reset_docs()
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# The filter didn't match, so re-issue the query.
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# TODO: reset stream method?
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# self._reset_stream();
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elif proto is None:
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self.close()
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else:
|
|
_LOGGER.debug("UNKNOWN TYPE. UHOH")
|
|
self.close(reason=ValueError("Unknown listen response type: %s" % proto))
|
|
|
|
def push(self, read_time, next_resume_token):
|
|
"""
|
|
Assembles a new snapshot from the current set of changes and invokes
|
|
the user's callback. Clears the current changes on completion.
|
|
"""
|
|
deletes, adds, updates = Watch._extract_changes(
|
|
self.doc_map, self.change_map, read_time
|
|
)
|
|
|
|
updated_tree, updated_map, appliedChanges = self._compute_snapshot(
|
|
self.doc_tree, self.doc_map, deletes, adds, updates
|
|
)
|
|
|
|
if not self.has_pushed or len(appliedChanges):
|
|
# TODO: It is possible in the future we will have the tree order
|
|
# on insert. For now, we sort here.
|
|
key = functools.cmp_to_key(self._comparator)
|
|
keys = sorted(updated_tree.keys(), key=key)
|
|
|
|
self._snapshot_callback(
|
|
keys,
|
|
appliedChanges,
|
|
datetime.datetime.fromtimestamp(read_time.seconds, pytz.utc),
|
|
)
|
|
self.has_pushed = True
|
|
|
|
self.doc_tree = updated_tree
|
|
self.doc_map = updated_map
|
|
self.change_map.clear()
|
|
self.resume_token = next_resume_token
|
|
|
|
@staticmethod
|
|
def _extract_changes(doc_map, changes, read_time):
|
|
deletes = []
|
|
adds = []
|
|
updates = []
|
|
|
|
for name, value in changes.items():
|
|
if value == ChangeType.REMOVED:
|
|
if name in doc_map:
|
|
deletes.append(name)
|
|
elif name in doc_map:
|
|
if read_time is not None:
|
|
value.read_time = read_time
|
|
updates.append(value)
|
|
else:
|
|
if read_time is not None:
|
|
value.read_time = read_time
|
|
adds.append(value)
|
|
|
|
return (deletes, adds, updates)
|
|
|
|
def _compute_snapshot(
|
|
self, doc_tree, doc_map, delete_changes, add_changes, update_changes
|
|
):
|
|
updated_tree = doc_tree
|
|
updated_map = doc_map
|
|
|
|
assert len(doc_tree) == len(doc_map), (
|
|
"The document tree and document map should have the same "
|
|
+ "number of entries."
|
|
)
|
|
|
|
def delete_doc(name, updated_tree, updated_map):
|
|
"""
|
|
Applies a document delete to the document tree and document map.
|
|
Returns the corresponding DocumentChange event.
|
|
"""
|
|
assert name in updated_map, "Document to delete does not exist"
|
|
old_document = updated_map.get(name)
|
|
# TODO: If a document doesn't exist this raises IndexError. Handle?
|
|
existing = updated_tree.find(old_document)
|
|
old_index = existing.index
|
|
updated_tree = updated_tree.remove(old_document)
|
|
del updated_map[name]
|
|
return (
|
|
DocumentChange(ChangeType.REMOVED, old_document, old_index, -1),
|
|
updated_tree,
|
|
updated_map,
|
|
)
|
|
|
|
def add_doc(new_document, updated_tree, updated_map):
|
|
"""
|
|
Applies a document add to the document tree and the document map.
|
|
Returns the corresponding DocumentChange event.
|
|
"""
|
|
name = new_document.reference._document_path
|
|
assert name not in updated_map, "Document to add already exists"
|
|
updated_tree = updated_tree.insert(new_document, None)
|
|
new_index = updated_tree.find(new_document).index
|
|
updated_map[name] = new_document
|
|
return (
|
|
DocumentChange(ChangeType.ADDED, new_document, -1, new_index),
|
|
updated_tree,
|
|
updated_map,
|
|
)
|
|
|
|
def modify_doc(new_document, updated_tree, updated_map):
|
|
"""
|
|
Applies a document modification to the document tree and the
|
|
document map.
|
|
Returns the DocumentChange event for successful modifications.
|
|
"""
|
|
name = new_document.reference._document_path
|
|
assert name in updated_map, "Document to modify does not exist"
|
|
old_document = updated_map.get(name)
|
|
if old_document.update_time != new_document.update_time:
|
|
remove_change, updated_tree, updated_map = delete_doc(
|
|
name, updated_tree, updated_map
|
|
)
|
|
add_change, updated_tree, updated_map = add_doc(
|
|
new_document, updated_tree, updated_map
|
|
)
|
|
return (
|
|
DocumentChange(
|
|
ChangeType.MODIFIED,
|
|
new_document,
|
|
remove_change.old_index,
|
|
add_change.new_index,
|
|
),
|
|
updated_tree,
|
|
updated_map,
|
|
)
|
|
|
|
return None, updated_tree, updated_map
|
|
|
|
# Process the sorted changes in the order that is expected by our
|
|
# clients (removals, additions, and then modifications). We also need
|
|
# to sort the individual changes to assure that old_index/new_index
|
|
# keep incrementing.
|
|
appliedChanges = []
|
|
|
|
key = functools.cmp_to_key(self._comparator)
|
|
|
|
# Deletes are sorted based on the order of the existing document.
|
|
delete_changes = sorted(delete_changes)
|
|
for name in delete_changes:
|
|
change, updated_tree, updated_map = delete_doc(
|
|
name, updated_tree, updated_map
|
|
)
|
|
appliedChanges.append(change)
|
|
|
|
add_changes = sorted(add_changes, key=key)
|
|
_LOGGER.debug("walk over add_changes")
|
|
for snapshot in add_changes:
|
|
_LOGGER.debug("in add_changes")
|
|
change, updated_tree, updated_map = add_doc(
|
|
snapshot, updated_tree, updated_map
|
|
)
|
|
appliedChanges.append(change)
|
|
|
|
update_changes = sorted(update_changes, key=key)
|
|
for snapshot in update_changes:
|
|
change, updated_tree, updated_map = modify_doc(
|
|
snapshot, updated_tree, updated_map
|
|
)
|
|
if change is not None:
|
|
appliedChanges.append(change)
|
|
|
|
assert len(updated_tree) == len(updated_map), (
|
|
"The update document "
|
|
+ "tree and document map should have the same number of entries."
|
|
)
|
|
return (updated_tree, updated_map, appliedChanges)
|
|
|
|
def _affects_target(self, target_ids, current_id):
|
|
if target_ids is None:
|
|
return True
|
|
|
|
return current_id in target_ids
|
|
|
|
def _current_size(self):
|
|
"""
|
|
Returns the current count of all documents, including the changes from
|
|
the current changeMap.
|
|
"""
|
|
deletes, adds, _ = Watch._extract_changes(self.doc_map, self.change_map, None)
|
|
return len(self.doc_map) + len(adds) - len(deletes)
|
|
|
|
def _reset_docs(self):
|
|
"""
|
|
Helper to clear the docs on RESET or filter mismatch.
|
|
"""
|
|
_LOGGER.debug("resetting documents")
|
|
self.change_map.clear()
|
|
self.resume_token = None
|
|
|
|
# Mark each document as deleted. If documents are not deleted
|
|
# they will be sent again by the server.
|
|
for snapshot in self.doc_tree.keys():
|
|
name = snapshot.reference._document_path
|
|
self.change_map[name] = ChangeType.REMOVED
|
|
|
|
self.current = False
|