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_helpers.py
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_helpers.py
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# Copyright 2014 Google 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.
"""Shared helpers for Google Cloud packages.
This module is not part of the public API surface.
"""
# Avoid the grpc and google.cloud.grpc collision.
from __future__ import absolute_import
import calendar
import datetime
import os
import re
from threading import local as Local
import google.auth
from google.protobuf import timestamp_pb2
import google_auth_httplib2
try:
import grpc
import google.auth.transport.grpc
except ImportError: # pragma: NO COVER
grpc = None
import httplib2
import six
from six.moves import http_client
_NOW = datetime.datetime.utcnow # To be replaced by tests.
_RFC3339_MICROS = '%Y-%m-%dT%H:%M:%S.%fZ'
_RFC3339_NO_FRACTION = '%Y-%m-%dT%H:%M:%S'
# datetime.strptime cannot handle nanosecond precision: parse w/ regex
_RFC3339_NANOS = re.compile(r"""
(?P<no_fraction>
\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2} # YYYY-MM-DDTHH:MM:SS
)
( # Optional decimal part
\. # decimal point
(?P<nanos>\d{1,9}) # nanoseconds, maybe truncated
)?
Z # Zulu
""", re.VERBOSE)
# NOTE: Catching this ImportError is a workaround for GAE not supporting the
# "pwd" module which is imported lazily when "expanduser" is called.
try:
_USER_ROOT = os.path.expanduser('~')
except ImportError: # pragma: NO COVER
_USER_ROOT = None
_GCLOUD_CONFIG_FILE = os.path.join(
'gcloud', 'configurations', 'config_default')
_GCLOUD_CONFIG_SECTION = 'core'
_GCLOUD_CONFIG_KEY = 'project'
class _LocalStack(Local):
"""Manage a thread-local LIFO stack of resources.
Intended for use in :class:`google.cloud.datastore.batch.Batch.__enter__`,
:class:`google.cloud.storage.batch.Batch.__enter__`, etc.
"""
def __init__(self):
super(_LocalStack, self).__init__()
self._stack = []
def __iter__(self):
"""Iterate the stack in LIFO order.
"""
return iter(reversed(self._stack))
def push(self, resource):
"""Push a resource onto our stack.
"""
self._stack.append(resource)
def pop(self):
"""Pop a resource from our stack.
:rtype: object
:returns: the top-most resource, after removing it.
:raises IndexError: if the stack is empty.
"""
return self._stack.pop()
@property
def top(self):
"""Get the top-most resource
:rtype: object
:returns: the top-most item, or None if the stack is empty.
"""
if len(self._stack) > 0:
return self._stack[-1]
class _UTC(datetime.tzinfo):
"""Basic UTC implementation.
Implementing a small surface area to avoid depending on ``pytz``.
"""
_dst = datetime.timedelta(0)
_tzname = 'UTC'
_utcoffset = _dst
def dst(self, dt): # pylint: disable=unused-argument
"""Daylight savings time offset."""
return self._dst
def fromutc(self, dt):
"""Convert a timestamp from (naive) UTC to this timezone."""
if dt.tzinfo is None:
return dt.replace(tzinfo=self)
return super(_UTC, self).fromutc(dt)
def tzname(self, dt): # pylint: disable=unused-argument
"""Get the name of this timezone."""
return self._tzname
def utcoffset(self, dt): # pylint: disable=unused-argument
"""UTC offset of this timezone."""
return self._utcoffset
def __repr__(self):
return '<%s>' % (self._tzname,)
def __str__(self):
return self._tzname
def _ensure_tuple_or_list(arg_name, tuple_or_list):
"""Ensures an input is a tuple or list.
This effectively reduces the iterable types allowed to a very short
whitelist: list and tuple.
:type arg_name: str
:param arg_name: Name of argument to use in error message.
:type tuple_or_list: sequence of str
:param tuple_or_list: Sequence to be verified.
:rtype: list of str
:returns: The ``tuple_or_list`` passed in cast to a ``list``.
:raises TypeError: if the ``tuple_or_list`` is not a tuple or list.
"""
if not isinstance(tuple_or_list, (tuple, list)):
raise TypeError('Expected %s to be a tuple or list. '
'Received %r' % (arg_name, tuple_or_list))
return list(tuple_or_list)
def _determine_default_project(project=None):
"""Determine default project ID explicitly or implicitly as fall-back.
See :func:`google.auth.default` for details on how the default project
is determined.
:type project: str
:param project: Optional. The project name to use as default.
:rtype: str or ``NoneType``
:returns: Default project if it can be determined.
"""
if project is None:
_, project = google.auth.default()
return project
def _millis(when):
"""Convert a zone-aware datetime to integer milliseconds.
:type when: :class:`datetime.datetime`
:param when: the datetime to convert
:rtype: int
:returns: milliseconds since epoch for ``when``
"""
micros = _microseconds_from_datetime(when)
return micros // 1000
def _datetime_from_microseconds(value):
"""Convert timestamp to datetime, assuming UTC.
:type value: float
:param value: The timestamp to convert
:rtype: :class:`datetime.datetime`
:returns: The datetime object created from the value.
"""
return _EPOCH + datetime.timedelta(microseconds=value)
def _microseconds_from_datetime(value):
"""Convert non-none datetime to microseconds.
:type value: :class:`datetime.datetime`
:param value: The timestamp to convert.
:rtype: int
:returns: The timestamp, in microseconds.
"""
if not value.tzinfo:
value = value.replace(tzinfo=UTC)
# Regardless of what timezone is on the value, convert it to UTC.
value = value.astimezone(UTC)
# Convert the datetime to a microsecond timestamp.
return int(calendar.timegm(value.timetuple()) * 1e6) + value.microsecond
def _millis_from_datetime(value):
"""Convert non-none datetime to timestamp, assuming UTC.
:type value: :class:`datetime.datetime`
:param value: (Optional) the timestamp
:rtype: int, or ``NoneType``
:returns: the timestamp, in milliseconds, or None
"""
if value is not None:
return _millis(value)
def _date_from_iso8601_date(value):
"""Convert a ISO8601 date string to native datetime date
:type value: str
:param value: The date string to convert
:rtype: :class:`datetime.date`
:returns: A datetime date object created from the string
"""
return datetime.datetime.strptime(value, '%Y-%m-%d').date()
def _time_from_iso8601_time_naive(value):
"""Convert a zoneless ISO8601 time string to naive datetime time
:type value: str
:param value: The time string to convert
:rtype: :class:`datetime.time`
:returns: A datetime time object created from the string
"""
return datetime.datetime.strptime(value, '%H:%M:%S').time()
def _rfc3339_to_datetime(dt_str):
"""Convert a microsecond-precision timetamp to a native datetime.
:type dt_str: str
:param dt_str: The string to convert.
:rtype: :class:`datetime.datetime`
:returns: The datetime object created from the string.
"""
return datetime.datetime.strptime(
dt_str, _RFC3339_MICROS).replace(tzinfo=UTC)
def _rfc3339_nanos_to_datetime(dt_str):
"""Convert a nanosecond-precision timestamp to a native datetime.
.. note::
Python datetimes do not support nanosecond precision; this function
therefore truncates such values to microseconds.
:type dt_str: str
:param dt_str: The string to convert.
:rtype: :class:`datetime.datetime`
:returns: The datetime object created from the string.
:raises ValueError: If the timestamp does not match the RFC 3339
regular expression.
"""
with_nanos = _RFC3339_NANOS.match(dt_str)
if with_nanos is None:
raise ValueError(
'Timestamp: %r, does not match pattern: %r' % (
dt_str, _RFC3339_NANOS.pattern))
bare_seconds = datetime.datetime.strptime(
with_nanos.group('no_fraction'), _RFC3339_NO_FRACTION)
fraction = with_nanos.group('nanos')
if fraction is None:
micros = 0
else:
scale = 9 - len(fraction)
nanos = int(fraction) * (10 ** scale)
micros = nanos // 1000
return bare_seconds.replace(microsecond=micros, tzinfo=UTC)
def _datetime_to_rfc3339(value, ignore_zone=True):
"""Convert a timestamp to a string.
:type value: :class:`datetime.datetime`
:param value: The datetime object to be converted to a string.
:type ignore_zone: bool
:param ignore_zone: If True, then the timezone (if any) of the datetime
object is ignored.
:rtype: str
:returns: The string representing the datetime stamp.
"""
if not ignore_zone and value.tzinfo is not None:
# Convert to UTC and remove the time zone info.
value = value.replace(tzinfo=None) - value.utcoffset()
return value.strftime(_RFC3339_MICROS)
def _to_bytes(value, encoding='ascii'):
"""Converts a string value to bytes, if necessary.
Unfortunately, ``six.b`` is insufficient for this task since in
Python2 it does not modify ``unicode`` objects.
:type value: str / bytes or unicode
:param value: The string/bytes value to be converted.
:type encoding: str
:param encoding: The encoding to use to convert unicode to bytes. Defaults
to "ascii", which will not allow any characters from
ordinals larger than 127. Other useful values are
"latin-1", which which will only allows byte ordinals
(up to 255) and "utf-8", which will encode any unicode
that needs to be.
:rtype: str / bytes
:returns: The original value converted to bytes (if unicode) or as passed
in if it started out as bytes.
:raises TypeError: if the value could not be converted to bytes.
"""
result = (value.encode(encoding)
if isinstance(value, six.text_type) else value)
if isinstance(result, six.binary_type):
return result
else:
raise TypeError('%r could not be converted to bytes' % (value,))
def _bytes_to_unicode(value):
"""Converts bytes to a unicode value, if necessary.
:type value: bytes
:param value: bytes value to attempt string conversion on.
:rtype: str
:returns: The original value converted to unicode (if bytes) or as passed
in if it started out as unicode.
:raises ValueError: if the value could not be converted to unicode.
"""
result = (value.decode('utf-8')
if isinstance(value, six.binary_type) else value)
if isinstance(result, six.text_type):
return result
else:
raise ValueError('%r could not be converted to unicode' % (value,))
def _pb_timestamp_to_datetime(timestamp_pb):
"""Convert a Timestamp protobuf to a datetime object.
:type timestamp_pb: :class:`google.protobuf.timestamp_pb2.Timestamp`
:param timestamp_pb: A Google returned timestamp protobuf.
:rtype: :class:`datetime.datetime`
:returns: A UTC datetime object converted from a protobuf timestamp.
"""
return (
_EPOCH +
datetime.timedelta(
seconds=timestamp_pb.seconds,
microseconds=(timestamp_pb.nanos / 1000.0),
)
)
def _pb_timestamp_to_rfc3339(timestamp_pb):
"""Convert a Timestamp protobuf to an RFC 3339 string.
:type timestamp_pb: :class:`google.protobuf.timestamp_pb2.Timestamp`
:param timestamp_pb: A Google returned timestamp protobuf.
:rtype: str
:returns: An RFC 3339 formatted timestamp string.
"""
timestamp = _pb_timestamp_to_datetime(timestamp_pb)
return _datetime_to_rfc3339(timestamp)
def _datetime_to_pb_timestamp(when):
"""Convert a datetime object to a Timestamp protobuf.
:type when: :class:`datetime.datetime`
:param when: the datetime to convert
:rtype: :class:`google.protobuf.timestamp_pb2.Timestamp`
:returns: A timestamp protobuf corresponding to the object.
"""
ms_value = _microseconds_from_datetime(when)
seconds, micros = divmod(ms_value, 10**6)
nanos = micros * 10**3
return timestamp_pb2.Timestamp(seconds=seconds, nanos=nanos)
def _name_from_project_path(path, project, template):
"""Validate a URI path and get the leaf object's name.
:type path: str
:param path: URI path containing the name.
:type project: str
:param project: (Optional) The project associated with the request. It is
included for validation purposes. If passed as None,
disables validation.
:type template: str
:param template: Template regex describing the expected form of the path.
The regex must have two named groups, 'project' and
'name'.
:rtype: str
:returns: Name parsed from ``path``.
:raises ValueError: if the ``path`` is ill-formed or if the project from
the ``path`` does not agree with the ``project``
passed in.
"""
if isinstance(template, str):
template = re.compile(template)
match = template.match(path)
if not match:
raise ValueError('path "%s" did not match expected pattern "%s"' % (
path, template.pattern,))
if project is not None:
found_project = match.group('project')
if found_project != project:
raise ValueError(
'Project from client (%s) should agree with '
'project from resource(%s).' % (project, found_project))
return match.group('name')
def make_secure_channel(credentials, user_agent, host):
"""Makes a secure channel for an RPC service.
Uses / depends on gRPC.
:type credentials: :class:`google.auth.credentials.Credentials`
:param credentials: The OAuth2 Credentials to use for creating
access tokens.
:type user_agent: str
:param user_agent: The user agent to be used with API requests.
:type host: str
:param host: The host for the service.
:rtype: :class:`grpc._channel.Channel`
:returns: gRPC secure channel with credentials attached.
"""
target = '%s:%d' % (host, http_client.HTTPS_PORT)
http_request = google_auth_httplib2.Request(http=httplib2.Http())
options = (
('grpc.primary_user_agent', user_agent),
)
return google.auth.transport.grpc.secure_authorized_channel(
credentials,
http_request,
target,
options=options)
def make_secure_stub(credentials, user_agent, stub_class, host):
"""Makes a secure stub for an RPC service.
Uses / depends on gRPC.
:type credentials: :class:`google.auth.credentials.Credentials`
:param credentials: The OAuth2 Credentials to use for creating
access tokens.
:type user_agent: str
:param user_agent: The user agent to be used with API requests.
:type stub_class: type
:param stub_class: A gRPC stub type for a given service.
:type host: str
:param host: The host for the service.
:rtype: object, instance of ``stub_class``
:returns: The stub object used to make gRPC requests to a given API.
"""
channel = make_secure_channel(credentials, user_agent, host)
return stub_class(channel)
def make_insecure_stub(stub_class, host, port=None):
"""Makes an insecure stub for an RPC service.
Uses / depends on gRPC.
:type stub_class: type
:param stub_class: A gRPC stub type for a given service.
:type host: str
:param host: The host for the service. May also include the port
if ``port`` is unspecified.
:type port: int
:param port: (Optional) The port for the service.
:rtype: object, instance of ``stub_class``
:returns: The stub object used to make gRPC requests to a given API.
"""
if port is None:
target = host
else:
# NOTE: This assumes port != http_client.HTTPS_PORT:
target = '%s:%d' % (host, port)
channel = grpc.insecure_channel(target)
return stub_class(channel)
try:
from pytz import UTC # pylint: disable=unused-import,wrong-import-order
except ImportError:
UTC = _UTC() # Singleton instance to be used throughout.
# Need to define _EPOCH at the end of module since it relies on UTC.
_EPOCH = datetime.datetime.utcfromtimestamp(0).replace(tzinfo=UTC)