structure saas with tools

.venv/lib/python3.10/site-packages/google/cloud/aiplatform/telemetry.py

@@ -0,0 +1,67 @@
+# -*- 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()