File size: 2,012 Bytes
09d8e80 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 | # -*- coding: utf-8 -*-
# Copyright 2024 Google LLC
#
# 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.
#
import contextlib
from google.cloud.aiplatform import base
_LOGGER = base.Logger(__name__)
_tool_names_to_append = []
@contextlib.contextmanager
def tool_context_manager(tool_name: str) -> None:
"""Context manager for appending tool name to client instantiations.
Most client instantiations occur at construction time. There are a few
exceptions such as generate_content that uses lazy instantiation at
inference time (b/328511605).
Example Usage:
aiplatform.init(...)
with telemetry.tool_context_manager('ClientName'):
model = GenerativeModel("gemini-pro")
responses = model.generate_content("Why is the sky blue?", stream=True)
Args:
tool_name: The name of the client library to attribute usage to
Returns:
None
"""
_append_tool_name(tool_name)
try:
yield
finally:
_pop_tool_name(tool_name)
def _append_tool_name(tool_name: str) -> None:
if not _tool_names_to_append or _tool_names_to_append[-1] != tool_name:
_tool_names_to_append.append(tool_name)
def _pop_tool_name(tool_name: str) -> None:
if not _tool_names_to_append or _tool_names_to_append[-1] != tool_name:
_LOGGER.debug(
"Gapic client context telemetry issue detected."
+ "This can occur due to parallelization."
)
return
_tool_names_to_append.pop()
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