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session.py
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session.py
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# Copyright 2016 Google LLC All rights reserved.
#
# 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.
"""Wrapper for Cloud Spanner Session objects."""
from functools import total_ordering
import time
from google.rpc.error_details_pb2 import RetryInfo
# pylint: disable=ungrouped-imports
from google.api_core.exceptions import Aborted, GoogleAPICallError, NotFound
import google.api_core.gapic_v1.method
from google.cloud.spanner_v1._helpers import _metadata_with_prefix
from google.cloud.spanner_v1.batch import Batch
from google.cloud.spanner_v1.snapshot import Snapshot
from google.cloud.spanner_v1.transaction import Transaction
# pylint: enable=ungrouped-imports
DEFAULT_RETRY_TIMEOUT_SECS = 30
"""Default timeout used by :meth:`Session.run_in_transaction`."""
@total_ordering
class Session(object):
"""Representation of a Cloud Spanner Session.
We can use a :class:`Session` to:
* :meth:`create` the session
* Use :meth:`exists` to check for the existence of the session
* :meth:`drop` the session
:type database: :class:`~google.cloud.spanner_v1.database.Database`
:param database: The database to which the session is bound.
:type labels: dict (str -> str)
:param labels: (Optional) User-assigned labels for the session.
"""
_session_id = None
_transaction = None
def __init__(self, database, labels=None):
self._database = database
if labels is None:
labels = {}
self._labels = labels
def __lt__(self, other):
return self._session_id < other._session_id
@property
def session_id(self):
"""Read-only ID, set by the back-end during :meth:`create`."""
return self._session_id
@property
def labels(self):
"""User-assigned labels for the session.
:rtype: dict (str -> str)
:returns: the labels dict (empty if no labels were assigned.
"""
return self._labels
@property
def name(self):
"""Session name used in requests.
.. note::
This property will not change if ``session_id`` does not, but the
return value is not cached.
The session name is of the form
``"projects/../instances/../databases/../sessions/{session_id}"``
:rtype: str
:returns: The session name.
:raises ValueError: if session is not yet created
"""
if self._session_id is None:
raise ValueError("No session ID set by back-end")
return self._database.name + "/sessions/" + self._session_id
def create(self):
"""Create this session, bound to its database.
See
https://cloud.google.com/spanner/reference/rpc/google.spanner.v1#google.spanner.v1.Spanner.CreateSession
:raises: :exc:`ValueError` if :attr:`session_id` is already set.
"""
if self._session_id is not None:
raise ValueError("Session ID already set by back-end")
api = self._database.spanner_api
metadata = _metadata_with_prefix(self._database.name)
kw = {}
if self._labels:
kw = {"session": {"labels": self._labels}}
session_pb = api.create_session(self._database.name, metadata=metadata, **kw)
self._session_id = session_pb.name.split("/")[-1]
def exists(self):
"""Test for the existence of this session.
See
https://cloud.google.com/spanner/reference/rpc/google.spanner.v1#google.spanner.v1.Spanner.GetSession
:rtype: bool
:returns: True if the session exists on the back-end, else False.
"""
if self._session_id is None:
return False
api = self._database.spanner_api
metadata = _metadata_with_prefix(self._database.name)
try:
api.get_session(self.name, metadata=metadata)
except NotFound:
return False
return True
def delete(self):
"""Delete this session.
See
https://cloud.google.com/spanner/reference/rpc/google.spanner.v1#google.spanner.v1.Spanner.GetSession
:raises ValueError: if :attr:`session_id` is not already set.
:raises NotFound: if the session does not exist
"""
if self._session_id is None:
raise ValueError("Session ID not set by back-end")
api = self._database.spanner_api
metadata = _metadata_with_prefix(self._database.name)
api.delete_session(self.name, metadata=metadata)
def snapshot(self, **kw):
"""Create a snapshot to perform a set of reads with shared staleness.
See
https://cloud.google.com/spanner/reference/rpc/google.spanner.v1#google.spanner.v1.TransactionOptions.ReadOnly
:type kw: dict
:param kw: Passed through to
:class:`~google.cloud.spanner_v1.snapshot.Snapshot` ctor.
:rtype: :class:`~google.cloud.spanner_v1.snapshot.Snapshot`
:returns: a snapshot bound to this session
:raises ValueError: if the session has not yet been created.
"""
if self._session_id is None:
raise ValueError("Session has not been created.")
return Snapshot(self, **kw)
def read(self, table, columns, keyset, index="", limit=0):
"""Perform a ``StreamingRead`` API request for rows in a table.
:type table: str
:param table: name of the table from which to fetch data
:type columns: list of str
:param columns: names of columns to be retrieved
:type keyset: :class:`~google.cloud.spanner_v1.keyset.KeySet`
:param keyset: keys / ranges identifying rows to be retrieved
:type index: str
:param index: (Optional) name of index to use, rather than the
table's primary key
:type limit: int
:param limit: (Optional) maximum number of rows to return
:rtype: :class:`~google.cloud.spanner_v1.streamed.StreamedResultSet`
:returns: a result set instance which can be used to consume rows.
"""
return self.snapshot().read(table, columns, keyset, index, limit)
def execute_sql(
self,
sql,
params=None,
param_types=None,
query_mode=None,
retry=google.api_core.gapic_v1.method.DEFAULT,
timeout=google.api_core.gapic_v1.method.DEFAULT,
):
"""Perform an ``ExecuteStreamingSql`` API request.
:type sql: str
:param sql: SQL query statement
:type params: dict, {str -> column value}
:param params: values for parameter replacement. Keys must match
the names used in ``sql``.
:type param_types:
dict, {str -> :class:`google.spanner.v1.type_pb2.TypeCode`}
:param param_types: (Optional) explicit types for one or more param
values; overrides default type detection on the
back-end.
:type query_mode:
:class:`google.spanner.v1.spanner_pb2.ExecuteSqlRequest.QueryMode`
:param query_mode: Mode governing return of results / query plan. See
https://cloud.google.com/spanner/reference/rpc/google.spanner.v1#google.spanner.v1.ExecuteSqlRequest.QueryMode1
:rtype: :class:`~google.cloud.spanner_v1.streamed.StreamedResultSet`
:returns: a result set instance which can be used to consume rows.
"""
return self.snapshot().execute_sql(
sql, params, param_types, query_mode, retry=retry, timeout=timeout
)
def batch(self):
"""Factory to create a batch for this session.
:rtype: :class:`~google.cloud.spanner_v1.batch.Batch`
:returns: a batch bound to this session
:raises ValueError: if the session has not yet been created.
"""
if self._session_id is None:
raise ValueError("Session has not been created.")
return Batch(self)
def transaction(self):
"""Create a transaction to perform a set of reads with shared staleness.
:rtype: :class:`~google.cloud.spanner_v1.transaction.Transaction`
:returns: a transaction bound to this session
:raises ValueError: if the session has not yet been created.
"""
if self._session_id is None:
raise ValueError("Session has not been created.")
if self._transaction is not None:
self._transaction._rolled_back = True
del self._transaction
txn = self._transaction = Transaction(self)
return txn
def run_in_transaction(self, func, *args, **kw):
"""Perform a unit of work in a transaction, retrying on abort.
:type func: callable
:param func: takes a required positional argument, the transaction,
and additional positional / keyword arguments as supplied
by the caller.
:type args: tuple
:param args: additional positional arguments to be passed to ``func``.
:type kw: dict
:param kw: optional keyword arguments to be passed to ``func``.
If passed, "timeout_secs" will be removed and used to
override the default timeout.
:rtype: Any
:returns: The return value of ``func``.
:raises Exception:
reraises any non-ABORT execptions raised by ``func``.
"""
deadline = time.time() + kw.pop("timeout_secs", DEFAULT_RETRY_TIMEOUT_SECS)
while True:
if self._transaction is None:
txn = self.transaction()
else:
txn = self._transaction
if txn._transaction_id is None:
txn.begin()
try:
return_value = func(txn, *args, **kw)
except Aborted as exc:
del self._transaction
_delay_until_retry(exc, deadline)
continue
except GoogleAPICallError:
del self._transaction
raise
except Exception:
txn.rollback()
raise
try:
txn.commit()
except Aborted as exc:
del self._transaction
_delay_until_retry(exc, deadline)
except GoogleAPICallError:
del self._transaction
raise
else:
return return_value
# pylint: disable=misplaced-bare-raise
#
# Rational: this function factors out complex shared deadline / retry
# handling from two `except:` clauses.
def _delay_until_retry(exc, deadline):
"""Helper for :meth:`Session.run_in_transaction`.
Detect retryable abort, and impose server-supplied delay.
:type exc: :class:`google.api_core.exceptions.Aborted`
:param exc: exception for aborted transaction
:type deadline: float
:param deadline: maximum timestamp to continue retrying the transaction.
"""
cause = exc.errors[0]
now = time.time()
if now >= deadline:
raise
delay = _get_retry_delay(cause)
if delay is not None:
if now + delay > deadline:
raise
time.sleep(delay)
# pylint: enable=misplaced-bare-raise
def _get_retry_delay(cause):
"""Helper for :func:`_delay_until_retry`.
:type exc: :class:`grpc.Call`
:param exc: exception for aborted transaction
:rtype: float
:returns: seconds to wait before retrying the transaction.
"""
metadata = dict(cause.trailing_metadata())
retry_info_pb = metadata.get("google.rpc.retryinfo-bin")
if retry_info_pb is not None:
retry_info = RetryInfo()
retry_info.ParseFromString(retry_info_pb)
nanos = retry_info.retry_delay.nanos
return retry_info.retry_delay.seconds + nanos / 1.0e9