Beta6 release of azure-ai-projects SDK (#39362)

Author: dargilco

sdk/ai/azure-ai-projects/CHANGELOG.md

@@ -1,5 +1,21 @@
 # Release History
 
+## 1.0.0b6 (2025-02-14)
+
+### Features added
+
+* Added `trace_function` decorator for conveniently tracing function calls in Agents using OpenTelemetry. Please see the README.md for updated documentation.
+
+### Sample updates
+
+* Added AzureLogicAppTool utility and Logic App sample under `samples/agents`, folder to make Azure Logic App integration with Agents easier.
+* Added better observability for Azure AI Search sample for Agents via improved run steps information from the service.
+* Added sample to demonstrate how to add custom attributes to telemetry span.
+
+### Bugs Fixed
+
+* Lowered the logging level of "Toolset is not available in the client" from `warning` to `debug` to prevent unnecessary log entries in agent application runs.
+
 ## 1.0.0b5 (2025-01-17)
 
 ### Features added

sdk/ai/azure-ai-projects/README.md

@@ -2,5 +2,5 @@
   "AssetsRepo": "Azure/azure-sdk-assets",
   "AssetsRepoPrefixPath": "python",
   "TagPrefix": "python/ai/azure-ai-projects",
-  "Tag": "python/ai/azure-ai-projects_40731b58e1"
+  "Tag": "python/ai/azure-ai-projects_85b26dc606"
 }

sdk/ai/azure-ai-projects/assets.json

@@ -373,15 +373,34 @@ def __ne__(self, other: typing.Any) -> bool:
         return not self.__eq__(other)
 
     def keys(self) -> typing.KeysView[str]:
+        """
+        :returns: a set-like object providing a view on D's keys
+        :rtype: ~typing.KeysView
+        """
         return self._data.keys()
 
     def values(self) -> typing.ValuesView[typing.Any]:
+        """
+        :returns: an object providing a view on D's values
+        :rtype: ~typing.ValuesView
+        """
         return self._data.values()
 
     def items(self) -> typing.ItemsView[str, typing.Any]:
+        """
+        :returns: set-like object providing a view on D's items
+        :rtype: ~typing.ItemsView
+        """
         return self._data.items()
 
     def get(self, key: str, default: typing.Any = None) -> typing.Any:
+        """
+        Get the value for key if key is in the dictionary, else default.
+        :param str key: The key to look up.
+        :param any default: The value to return if key is not in the dictionary. Defaults to None
+        :returns: D[k] if k in D, else d.
+        :rtype: any
+        """
         try:
             return self[key]
         except KeyError:
@@ -397,17 +416,38 @@ def pop(self, key: str, default: _T) -> _T: ...
     def pop(self, key: str, default: typing.Any) -> typing.Any: ...
 
     def pop(self, key: str, default: typing.Any = _UNSET) -> typing.Any:
+        """
+        Removes specified key and return the corresponding value.
+        :param str key: The key to pop.
+        :param any default: The value to return if key is not in the dictionary
+        :returns: The value corresponding to the key.
+        :rtype: any
+        :raises KeyError: If key is not found and default is not given.
+        """
         if default is _UNSET:
             return self._data.pop(key)
         return self._data.pop(key, default)
 
     def popitem(self) -> typing.Tuple[str, typing.Any]:
+        """
+        Removes and returns some (key, value) pair
+        :returns: The (key, value) pair.
+        :rtype: tuple
+        :raises KeyError: if D is empty.
+        """
         return self._data.popitem()
 
     def clear(self) -> None:
+        """
+        Remove all items from D.
+        """
         self._data.clear()
 
     def update(self, *args: typing.Any, **kwargs: typing.Any) -> None:
+        """
+        Updates D from mapping/iterable E and F.
+        :param any args: Either a mapping object or an iterable of key-value pairs.
+        """
         self._data.update(*args, **kwargs)
 
     @typing.overload
@@ -417,6 +457,13 @@ def setdefault(self, key: str, default: None = None) -> None: ...
     def setdefault(self, key: str, default: typing.Any) -> typing.Any: ...
 
     def setdefault(self, key: str, default: typing.Any = _UNSET) -> typing.Any:
+        """
+        Same as calling D.get(k, d), and setting D[k]=d if k not found
+        :param str key: The key to look up.
+        :param any default: The value to set if key is not in the dictionary
+        :returns: D[k] if k in D, else d.
+        :rtype: any
+        """
         if default is _UNSET:
             return self._data.setdefault(key)
         return self._data.setdefault(key, default)
@@ -910,6 +957,19 @@ def _failsafe_deserialize(
         return None
 
 
+def _failsafe_deserialize_xml(
+    deserializer: typing.Any,
+    value: typing.Any,
+) -> typing.Any:
+    try:
+        return _deserialize_xml(deserializer, value)
+    except DeserializationError:
+        _LOGGER.warning(
+            "Ran into a deserialization error. Ignoring since this is failsafe deserialization", exc_info=True
+        )
+        return None
+
+
 class _RestField:
     def __init__(
         self,

sdk/ai/azure-ai-projects/azure/ai/projects/_model_base.py

@@ -9,7 +9,7 @@
 import uuid
 from os import PathLike
 from pathlib import Path
-from typing import Any, Dict, List, Tuple, Union
+from typing import Any, Dict, List, Tuple, Union, Optional
 from typing_extensions import Self
 
 from azure.core import PipelineClient
@@ -56,6 +56,8 @@ def __init__(  # pylint: disable=super-init-not-called,too-many-statements
         kwargs2 = kwargs.copy()
         kwargs3 = kwargs.copy()
 
+        self._user_agent: Optional[str] = kwargs.get("user_agent", None)
+
         # For getting AppInsights connection string from the AppInsights resource.
         # The AppInsights resource URL is not known at this point. We need to get it from the
         # AzureML "Workspace - Get" REST API call. It will have the form: