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"""Functions that obviate explicit stubs and explicit channels.""" |
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import collections |
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import datetime |
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import logging |
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import os |
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import threading |
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from typing import ( |
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Any, |
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AnyStr, |
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Callable, |
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Dict, |
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Iterator, |
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Optional, |
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Sequence, |
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Tuple, |
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TypeVar, |
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Union, |
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) |
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import grpc |
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from grpc.experimental import experimental_api |
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RequestType = TypeVar("RequestType") |
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ResponseType = TypeVar("ResponseType") |
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OptionsType = Sequence[Tuple[str, str]] |
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CacheKey = Tuple[ |
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str, |
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OptionsType, |
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Optional[grpc.ChannelCredentials], |
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Optional[grpc.Compression], |
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] |
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_LOGGER = logging.getLogger(__name__) |
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_EVICTION_PERIOD_KEY = "GRPC_PYTHON_MANAGED_CHANNEL_EVICTION_SECONDS" |
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if _EVICTION_PERIOD_KEY in os.environ: |
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_EVICTION_PERIOD = datetime.timedelta( |
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seconds=float(os.environ[_EVICTION_PERIOD_KEY]) |
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) |
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_LOGGER.debug( |
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"Setting managed channel eviction period to %s", _EVICTION_PERIOD |
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) |
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else: |
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_EVICTION_PERIOD = datetime.timedelta(minutes=10) |
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_MAXIMUM_CHANNELS_KEY = "GRPC_PYTHON_MANAGED_CHANNEL_MAXIMUM" |
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if _MAXIMUM_CHANNELS_KEY in os.environ: |
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_MAXIMUM_CHANNELS = int(os.environ[_MAXIMUM_CHANNELS_KEY]) |
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_LOGGER.debug("Setting maximum managed channels to %d", _MAXIMUM_CHANNELS) |
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else: |
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_MAXIMUM_CHANNELS = 2**8 |
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_DEFAULT_TIMEOUT_KEY = "GRPC_PYTHON_DEFAULT_TIMEOUT_SECONDS" |
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if _DEFAULT_TIMEOUT_KEY in os.environ: |
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_DEFAULT_TIMEOUT = float(os.environ[_DEFAULT_TIMEOUT_KEY]) |
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_LOGGER.debug("Setting default timeout seconds to %f", _DEFAULT_TIMEOUT) |
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else: |
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_DEFAULT_TIMEOUT = 60.0 |
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def _create_channel( |
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target: str, |
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options: Sequence[Tuple[str, str]], |
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channel_credentials: Optional[grpc.ChannelCredentials], |
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compression: Optional[grpc.Compression], |
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) -> grpc.Channel: |
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_LOGGER.debug( |
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f"Creating secure channel with credentials '{channel_credentials}', " |
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+ f"options '{options}' and compression '{compression}'" |
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) |
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return grpc.secure_channel( |
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target, |
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credentials=channel_credentials, |
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options=options, |
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compression=compression, |
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) |
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class ChannelCache: |
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_singleton = None |
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_lock: threading.RLock = threading.RLock() |
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_condition: threading.Condition = threading.Condition(lock=_lock) |
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_eviction_ready: threading.Event = threading.Event() |
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_mapping: Dict[CacheKey, Tuple[grpc.Channel, datetime.datetime]] |
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_eviction_thread: threading.Thread |
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def __init__(self): |
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self._mapping = collections.OrderedDict() |
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self._eviction_thread = threading.Thread( |
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target=ChannelCache._perform_evictions, daemon=True |
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) |
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self._eviction_thread.start() |
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@staticmethod |
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def get(): |
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with ChannelCache._lock: |
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if ChannelCache._singleton is None: |
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ChannelCache._singleton = ChannelCache() |
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ChannelCache._eviction_ready.wait() |
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return ChannelCache._singleton |
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def _evict_locked(self, key: CacheKey): |
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channel, _ = self._mapping.pop(key) |
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_LOGGER.debug( |
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"Evicting channel %s with configuration %s.", channel, key |
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) |
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channel.close() |
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del channel |
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@staticmethod |
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def _perform_evictions(): |
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while True: |
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with ChannelCache._lock: |
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ChannelCache._eviction_ready.set() |
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if not ChannelCache._singleton._mapping: |
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ChannelCache._condition.wait() |
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elif len(ChannelCache._singleton._mapping) > _MAXIMUM_CHANNELS: |
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key = next(iter(ChannelCache._singleton._mapping.keys())) |
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ChannelCache._singleton._evict_locked(key) |
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else: |
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key, (_, eviction_time) = next( |
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iter(ChannelCache._singleton._mapping.items()) |
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) |
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now = datetime.datetime.now() |
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if eviction_time <= now: |
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ChannelCache._singleton._evict_locked(key) |
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continue |
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else: |
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time_to_eviction = (eviction_time - now).total_seconds() |
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ChannelCache._condition.wait(timeout=time_to_eviction) |
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def get_channel( |
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self, |
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target: str, |
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options: Sequence[Tuple[str, str]], |
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channel_credentials: Optional[grpc.ChannelCredentials], |
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insecure: bool, |
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|
compression: Optional[grpc.Compression], |
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method: str, |
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_registered_method: bool, |
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) -> Tuple[grpc.Channel, Optional[int]]: |
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"""Get a channel from cache or creates a new channel. |
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|
This method also takes care of register method for channel, |
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|
which means we'll register a new call handle if we're calling a |
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non-registered method for an existing channel. |
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|
Returns: |
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A tuple with two items. The first item is the channel, second item is |
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|
the call handle if the method is registered, None if it's not registered. |
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""" |
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if insecure and channel_credentials: |
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raise ValueError( |
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"The insecure option is mutually exclusive with " |
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|
+ "the channel_credentials option. Please use one " |
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|
+ "or the other." |
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) |
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if insecure: |
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channel_credentials = ( |
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grpc.experimental.insecure_channel_credentials() |
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) |
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elif channel_credentials is None: |
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_LOGGER.debug("Defaulting to SSL channel credentials.") |
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channel_credentials = grpc.ssl_channel_credentials() |
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key = (target, options, channel_credentials, compression) |
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with self._lock: |
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channel_data = self._mapping.get(key, None) |
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call_handle = None |
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if channel_data is not None: |
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channel = channel_data[0] |
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if _registered_method: |
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call_handle = channel._get_registered_call_handle(method) |
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self._mapping.pop(key) |
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self._mapping[key] = ( |
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channel, |
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datetime.datetime.now() + _EVICTION_PERIOD, |
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) |
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return channel, call_handle |
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else: |
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channel = _create_channel( |
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target, options, channel_credentials, compression |
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) |
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if _registered_method: |
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call_handle = channel._get_registered_call_handle(method) |
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self._mapping[key] = ( |
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channel, |
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datetime.datetime.now() + _EVICTION_PERIOD, |
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) |
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if ( |
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|
len(self._mapping) == 1 |
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|
or len(self._mapping) >= _MAXIMUM_CHANNELS |
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|
): |
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self._condition.notify() |
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return channel, call_handle |
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def _test_only_channel_count(self) -> int: |
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with self._lock: |
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return len(self._mapping) |
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@experimental_api |
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def unary_unary( |
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request: RequestType, |
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target: str, |
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method: str, |
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|
request_serializer: Optional[Callable[[Any], bytes]] = None, |
|
|
response_deserializer: Optional[Callable[[bytes], Any]] = None, |
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|
options: Sequence[Tuple[AnyStr, AnyStr]] = (), |
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|
channel_credentials: Optional[grpc.ChannelCredentials] = None, |
|
|
insecure: bool = False, |
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|
call_credentials: Optional[grpc.CallCredentials] = None, |
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|
compression: Optional[grpc.Compression] = None, |
|
|
wait_for_ready: Optional[bool] = None, |
|
|
timeout: Optional[float] = _DEFAULT_TIMEOUT, |
|
|
metadata: Optional[Sequence[Tuple[str, Union[str, bytes]]]] = None, |
|
|
_registered_method: Optional[bool] = False, |
|
|
) -> ResponseType: |
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|
"""Invokes a unary-unary RPC without an explicitly specified channel. |
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|
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|
THIS IS AN EXPERIMENTAL API. |
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|
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|
This is backed by a per-process cache of channels. Channels are evicted |
|
|
from the cache after a fixed period by a background. Channels will also be |
|
|
evicted if more than a configured maximum accumulate. |
|
|
|
|
|
The default eviction period is 10 minutes. One may set the environment |
|
|
variable "GRPC_PYTHON_MANAGED_CHANNEL_EVICTION_SECONDS" to configure this. |
|
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|
|
|
The default maximum number of channels is 256. One may set the |
|
|
environment variable "GRPC_PYTHON_MANAGED_CHANNEL_MAXIMUM" to configure |
|
|
this. |
|
|
|
|
|
Args: |
|
|
request: An iterator that yields request values for the RPC. |
|
|
target: The server address. |
|
|
method: The name of the RPC method. |
|
|
request_serializer: Optional :term:`serializer` for serializing the request |
|
|
message. Request goes unserialized in case None is passed. |
|
|
response_deserializer: Optional :term:`deserializer` for deserializing the response |
|
|
message. Response goes undeserialized in case None is passed. |
|
|
options: An optional list of key-value pairs (:term:`channel_arguments` in gRPC Core |
|
|
runtime) to configure the channel. |
|
|
channel_credentials: A credential applied to the whole channel, e.g. the |
|
|
return value of grpc.ssl_channel_credentials() or |
|
|
grpc.insecure_channel_credentials(). |
|
|
insecure: If True, specifies channel_credentials as |
|
|
:term:`grpc.insecure_channel_credentials()`. This option is mutually |
|
|
exclusive with the `channel_credentials` option. |
|
|
call_credentials: A call credential applied to each call individually, |
|
|
e.g. the output of grpc.metadata_call_credentials() or |
|
|
grpc.access_token_call_credentials(). |
|
|
compression: An optional value indicating the compression method to be |
|
|
used over the lifetime of the channel, e.g. grpc.Compression.Gzip. |
|
|
wait_for_ready: An optional flag indicating whether the RPC should fail |
|
|
immediately if the connection is not ready at the time the RPC is |
|
|
invoked, or if it should wait until the connection to the server |
|
|
becomes ready. When using this option, the user will likely also want |
|
|
to set a timeout. Defaults to True. |
|
|
timeout: An optional duration of time in seconds to allow for the RPC, |
|
|
after which an exception will be raised. If timeout is unspecified, |
|
|
defaults to a timeout controlled by the |
|
|
GRPC_PYTHON_DEFAULT_TIMEOUT_SECONDS environment variable. If that is |
|
|
unset, defaults to 60 seconds. Supply a value of None to indicate that |
|
|
no timeout should be enforced. |
|
|
metadata: Optional metadata to send to the server. |
|
|
|
|
|
Returns: |
|
|
The response to the RPC. |
|
|
""" |
|
|
channel, method_handle = ChannelCache.get().get_channel( |
|
|
target, |
|
|
options, |
|
|
channel_credentials, |
|
|
insecure, |
|
|
compression, |
|
|
method, |
|
|
_registered_method, |
|
|
) |
|
|
multicallable = channel.unary_unary( |
|
|
method, request_serializer, response_deserializer, method_handle |
|
|
) |
|
|
wait_for_ready = wait_for_ready if wait_for_ready is not None else True |
|
|
return multicallable( |
|
|
request, |
|
|
metadata=metadata, |
|
|
wait_for_ready=wait_for_ready, |
|
|
credentials=call_credentials, |
|
|
timeout=timeout, |
|
|
) |
|
|
|
|
|
|
|
|
@experimental_api |
|
|
|
|
|
def unary_stream( |
|
|
request: RequestType, |
|
|
target: str, |
|
|
method: str, |
|
|
request_serializer: Optional[Callable[[Any], bytes]] = None, |
|
|
response_deserializer: Optional[Callable[[bytes], Any]] = None, |
|
|
options: Sequence[Tuple[AnyStr, AnyStr]] = (), |
|
|
channel_credentials: Optional[grpc.ChannelCredentials] = None, |
|
|
insecure: bool = False, |
|
|
call_credentials: Optional[grpc.CallCredentials] = None, |
|
|
compression: Optional[grpc.Compression] = None, |
|
|
wait_for_ready: Optional[bool] = None, |
|
|
timeout: Optional[float] = _DEFAULT_TIMEOUT, |
|
|
metadata: Optional[Sequence[Tuple[str, Union[str, bytes]]]] = None, |
|
|
_registered_method: Optional[bool] = False, |
|
|
) -> Iterator[ResponseType]: |
|
|
"""Invokes a unary-stream RPC without an explicitly specified channel. |
|
|
|
|
|
THIS IS AN EXPERIMENTAL API. |
|
|
|
|
|
This is backed by a per-process cache of channels. Channels are evicted |
|
|
from the cache after a fixed period by a background. Channels will also be |
|
|
evicted if more than a configured maximum accumulate. |
|
|
|
|
|
The default eviction period is 10 minutes. One may set the environment |
|
|
variable "GRPC_PYTHON_MANAGED_CHANNEL_EVICTION_SECONDS" to configure this. |
|
|
|
|
|
The default maximum number of channels is 256. One may set the |
|
|
environment variable "GRPC_PYTHON_MANAGED_CHANNEL_MAXIMUM" to configure |
|
|
this. |
|
|
|
|
|
Args: |
|
|
request: An iterator that yields request values for the RPC. |
|
|
target: The server address. |
|
|
method: The name of the RPC method. |
|
|
request_serializer: Optional :term:`serializer` for serializing the request |
|
|
message. Request goes unserialized in case None is passed. |
|
|
response_deserializer: Optional :term:`deserializer` for deserializing the response |
|
|
message. Response goes undeserialized in case None is passed. |
|
|
options: An optional list of key-value pairs (:term:`channel_arguments` in gRPC Core |
|
|
runtime) to configure the channel. |
|
|
channel_credentials: A credential applied to the whole channel, e.g. the |
|
|
return value of grpc.ssl_channel_credentials(). |
|
|
insecure: If True, specifies channel_credentials as |
|
|
:term:`grpc.insecure_channel_credentials()`. This option is mutually |
|
|
exclusive with the `channel_credentials` option. |
|
|
call_credentials: A call credential applied to each call individually, |
|
|
e.g. the output of grpc.metadata_call_credentials() or |
|
|
grpc.access_token_call_credentials(). |
|
|
compression: An optional value indicating the compression method to be |
|
|
used over the lifetime of the channel, e.g. grpc.Compression.Gzip. |
|
|
wait_for_ready: An optional flag indicating whether the RPC should fail |
|
|
immediately if the connection is not ready at the time the RPC is |
|
|
invoked, or if it should wait until the connection to the server |
|
|
becomes ready. When using this option, the user will likely also want |
|
|
to set a timeout. Defaults to True. |
|
|
timeout: An optional duration of time in seconds to allow for the RPC, |
|
|
after which an exception will be raised. If timeout is unspecified, |
|
|
defaults to a timeout controlled by the |
|
|
GRPC_PYTHON_DEFAULT_TIMEOUT_SECONDS environment variable. If that is |
|
|
unset, defaults to 60 seconds. Supply a value of None to indicate that |
|
|
no timeout should be enforced. |
|
|
metadata: Optional metadata to send to the server. |
|
|
|
|
|
Returns: |
|
|
An iterator of responses. |
|
|
""" |
|
|
channel, method_handle = ChannelCache.get().get_channel( |
|
|
target, |
|
|
options, |
|
|
channel_credentials, |
|
|
insecure, |
|
|
compression, |
|
|
method, |
|
|
_registered_method, |
|
|
) |
|
|
multicallable = channel.unary_stream( |
|
|
method, request_serializer, response_deserializer, method_handle |
|
|
) |
|
|
wait_for_ready = wait_for_ready if wait_for_ready is not None else True |
|
|
return multicallable( |
|
|
request, |
|
|
metadata=metadata, |
|
|
wait_for_ready=wait_for_ready, |
|
|
credentials=call_credentials, |
|
|
timeout=timeout, |
|
|
) |
|
|
|
|
|
|
|
|
@experimental_api |
|
|
|
|
|
def stream_unary( |
|
|
request_iterator: Iterator[RequestType], |
|
|
target: str, |
|
|
method: str, |
|
|
request_serializer: Optional[Callable[[Any], bytes]] = None, |
|
|
response_deserializer: Optional[Callable[[bytes], Any]] = None, |
|
|
options: Sequence[Tuple[AnyStr, AnyStr]] = (), |
|
|
channel_credentials: Optional[grpc.ChannelCredentials] = None, |
|
|
insecure: bool = False, |
|
|
call_credentials: Optional[grpc.CallCredentials] = None, |
|
|
compression: Optional[grpc.Compression] = None, |
|
|
wait_for_ready: Optional[bool] = None, |
|
|
timeout: Optional[float] = _DEFAULT_TIMEOUT, |
|
|
metadata: Optional[Sequence[Tuple[str, Union[str, bytes]]]] = None, |
|
|
_registered_method: Optional[bool] = False, |
|
|
) -> ResponseType: |
|
|
"""Invokes a stream-unary RPC without an explicitly specified channel. |
|
|
|
|
|
THIS IS AN EXPERIMENTAL API. |
|
|
|
|
|
This is backed by a per-process cache of channels. Channels are evicted |
|
|
from the cache after a fixed period by a background. Channels will also be |
|
|
evicted if more than a configured maximum accumulate. |
|
|
|
|
|
The default eviction period is 10 minutes. One may set the environment |
|
|
variable "GRPC_PYTHON_MANAGED_CHANNEL_EVICTION_SECONDS" to configure this. |
|
|
|
|
|
The default maximum number of channels is 256. One may set the |
|
|
environment variable "GRPC_PYTHON_MANAGED_CHANNEL_MAXIMUM" to configure |
|
|
this. |
|
|
|
|
|
Args: |
|
|
request_iterator: An iterator that yields request values for the RPC. |
|
|
target: The server address. |
|
|
method: The name of the RPC method. |
|
|
request_serializer: Optional :term:`serializer` for serializing the request |
|
|
message. Request goes unserialized in case None is passed. |
|
|
response_deserializer: Optional :term:`deserializer` for deserializing the response |
|
|
message. Response goes undeserialized in case None is passed. |
|
|
options: An optional list of key-value pairs (:term:`channel_arguments` in gRPC Core |
|
|
runtime) to configure the channel. |
|
|
channel_credentials: A credential applied to the whole channel, e.g. the |
|
|
return value of grpc.ssl_channel_credentials(). |
|
|
call_credentials: A call credential applied to each call individually, |
|
|
e.g. the output of grpc.metadata_call_credentials() or |
|
|
grpc.access_token_call_credentials(). |
|
|
insecure: If True, specifies channel_credentials as |
|
|
:term:`grpc.insecure_channel_credentials()`. This option is mutually |
|
|
exclusive with the `channel_credentials` option. |
|
|
compression: An optional value indicating the compression method to be |
|
|
used over the lifetime of the channel, e.g. grpc.Compression.Gzip. |
|
|
wait_for_ready: An optional flag indicating whether the RPC should fail |
|
|
immediately if the connection is not ready at the time the RPC is |
|
|
invoked, or if it should wait until the connection to the server |
|
|
becomes ready. When using this option, the user will likely also want |
|
|
to set a timeout. Defaults to True. |
|
|
timeout: An optional duration of time in seconds to allow for the RPC, |
|
|
after which an exception will be raised. If timeout is unspecified, |
|
|
defaults to a timeout controlled by the |
|
|
GRPC_PYTHON_DEFAULT_TIMEOUT_SECONDS environment variable. If that is |
|
|
unset, defaults to 60 seconds. Supply a value of None to indicate that |
|
|
no timeout should be enforced. |
|
|
metadata: Optional metadata to send to the server. |
|
|
|
|
|
Returns: |
|
|
The response to the RPC. |
|
|
""" |
|
|
channel, method_handle = ChannelCache.get().get_channel( |
|
|
target, |
|
|
options, |
|
|
channel_credentials, |
|
|
insecure, |
|
|
compression, |
|
|
method, |
|
|
_registered_method, |
|
|
) |
|
|
multicallable = channel.stream_unary( |
|
|
method, request_serializer, response_deserializer, method_handle |
|
|
) |
|
|
wait_for_ready = wait_for_ready if wait_for_ready is not None else True |
|
|
return multicallable( |
|
|
request_iterator, |
|
|
metadata=metadata, |
|
|
wait_for_ready=wait_for_ready, |
|
|
credentials=call_credentials, |
|
|
timeout=timeout, |
|
|
) |
|
|
|
|
|
|
|
|
@experimental_api |
|
|
|
|
|
def stream_stream( |
|
|
request_iterator: Iterator[RequestType], |
|
|
target: str, |
|
|
method: str, |
|
|
request_serializer: Optional[Callable[[Any], bytes]] = None, |
|
|
response_deserializer: Optional[Callable[[bytes], Any]] = None, |
|
|
options: Sequence[Tuple[AnyStr, AnyStr]] = (), |
|
|
channel_credentials: Optional[grpc.ChannelCredentials] = None, |
|
|
insecure: bool = False, |
|
|
call_credentials: Optional[grpc.CallCredentials] = None, |
|
|
compression: Optional[grpc.Compression] = None, |
|
|
wait_for_ready: Optional[bool] = None, |
|
|
timeout: Optional[float] = _DEFAULT_TIMEOUT, |
|
|
metadata: Optional[Sequence[Tuple[str, Union[str, bytes]]]] = None, |
|
|
_registered_method: Optional[bool] = False, |
|
|
) -> Iterator[ResponseType]: |
|
|
"""Invokes a stream-stream RPC without an explicitly specified channel. |
|
|
|
|
|
THIS IS AN EXPERIMENTAL API. |
|
|
|
|
|
This is backed by a per-process cache of channels. Channels are evicted |
|
|
from the cache after a fixed period by a background. Channels will also be |
|
|
evicted if more than a configured maximum accumulate. |
|
|
|
|
|
The default eviction period is 10 minutes. One may set the environment |
|
|
variable "GRPC_PYTHON_MANAGED_CHANNEL_EVICTION_SECONDS" to configure this. |
|
|
|
|
|
The default maximum number of channels is 256. One may set the |
|
|
environment variable "GRPC_PYTHON_MANAGED_CHANNEL_MAXIMUM" to configure |
|
|
this. |
|
|
|
|
|
Args: |
|
|
request_iterator: An iterator that yields request values for the RPC. |
|
|
target: The server address. |
|
|
method: The name of the RPC method. |
|
|
request_serializer: Optional :term:`serializer` for serializing the request |
|
|
message. Request goes unserialized in case None is passed. |
|
|
response_deserializer: Optional :term:`deserializer` for deserializing the response |
|
|
message. Response goes undeserialized in case None is passed. |
|
|
options: An optional list of key-value pairs (:term:`channel_arguments` in gRPC Core |
|
|
runtime) to configure the channel. |
|
|
channel_credentials: A credential applied to the whole channel, e.g. the |
|
|
return value of grpc.ssl_channel_credentials(). |
|
|
call_credentials: A call credential applied to each call individually, |
|
|
e.g. the output of grpc.metadata_call_credentials() or |
|
|
grpc.access_token_call_credentials(). |
|
|
insecure: If True, specifies channel_credentials as |
|
|
:term:`grpc.insecure_channel_credentials()`. This option is mutually |
|
|
exclusive with the `channel_credentials` option. |
|
|
compression: An optional value indicating the compression method to be |
|
|
used over the lifetime of the channel, e.g. grpc.Compression.Gzip. |
|
|
wait_for_ready: An optional flag indicating whether the RPC should fail |
|
|
immediately if the connection is not ready at the time the RPC is |
|
|
invoked, or if it should wait until the connection to the server |
|
|
becomes ready. When using this option, the user will likely also want |
|
|
to set a timeout. Defaults to True. |
|
|
timeout: An optional duration of time in seconds to allow for the RPC, |
|
|
after which an exception will be raised. If timeout is unspecified, |
|
|
defaults to a timeout controlled by the |
|
|
GRPC_PYTHON_DEFAULT_TIMEOUT_SECONDS environment variable. If that is |
|
|
unset, defaults to 60 seconds. Supply a value of None to indicate that |
|
|
no timeout should be enforced. |
|
|
metadata: Optional metadata to send to the server. |
|
|
|
|
|
Returns: |
|
|
An iterator of responses. |
|
|
""" |
|
|
channel, method_handle = ChannelCache.get().get_channel( |
|
|
target, |
|
|
options, |
|
|
channel_credentials, |
|
|
insecure, |
|
|
compression, |
|
|
method, |
|
|
_registered_method, |
|
|
) |
|
|
multicallable = channel.stream_stream( |
|
|
method, request_serializer, response_deserializer, method_handle |
|
|
) |
|
|
wait_for_ready = wait_for_ready if wait_for_ready is not None else True |
|
|
return multicallable( |
|
|
request_iterator, |
|
|
metadata=metadata, |
|
|
wait_for_ready=wait_for_ready, |
|
|
credentials=call_credentials, |
|
|
timeout=timeout, |
|
|
) |
|
|
|