Python: Fix Python pyright package scoping and typing remediation (#4426)

* Fix Python pyright package scoping and typing remediation

Implements issue #4407 by removing the root pyright include, adding package-level pyright includes, and resolving pyright/mypy typing issues across Python packages. Also cleans unnecessary casts and applies line-level, rule-specific ignores where external libraries are too dynamic.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Reduce pyright cost in handoff cloning

Simplify cloned_options construction in HandoffAgentExecutor to avoid expensive TypedDict narrowing/inference in _handoff.py, which was causing pyright to spend a long time in orchestrations.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* fix types

* Fix lint and type-check regressions

Resolve current Python package check failures across lint, pyright, and mypy after recent code changes, including purview/declarative pyright issues and multiple ruff simplification findings.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* fixed hooks

* Stabilize package tests and test tasks

Resolve cross-package non-integration test failures, simplify streaming type flow, harden locale/culture handling, and standardize package test poe tasks to exclude integration tests where applicable.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* lots of small fixes

* Fix current Python test regressions

Address current failing unit tests in azure-ai, bedrock, and azure-cosmos while keeping Bedrock parsing logic inline (no new static helper methods).

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* small fixes

* small fixes

* removed pydantic from json

* final updates

* fix core

* fix tests

* fix obser

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

python/packages/ollama/agent_framework_ollama/_chat_client.py

@@ -329,11 +329,11 @@ class OllamaChatClient(
             env_file_path=env_file_path,
         )
 
-        self.model_id = ollama_settings["model_id"]
+        self.model_id = ollama_settings["model_id"]  # type: ignore[assignment, reportTypedDictNotRequiredAccess]
         # we can just pass in None for the host, the default is set by the Ollama package.
         self.client = client or AsyncClient(host=ollama_settings.get("host"))
         # Save Host URL for serialization with to_dict()
-        self.host = str(self.client._client.base_url)  # pyright: ignore[reportUnknownMemberType,reportPrivateUsage,reportUnknownArgumentType]
+        self.host = str(self.client._client.base_url)  # type: ignore[reportUnknownMemberType,reportPrivateUsage,reportUnknownArgumentType]
 
         super().__init__(
             middleware=middleware,

python/packages/ollama/agent_framework_ollama/_embedding_client.py

@@ -5,7 +5,7 @@ from __future__ import annotations
 import logging
 import sys
 from collections.abc import Sequence
-from typing import Any, ClassVar, Generic, TypedDict
+from typing import Any, ClassVar, Generic, TypedDict, cast
 
 from agent_framework import (
     BaseEmbeddingClient,
@@ -107,9 +107,9 @@ class RawOllamaEmbeddingClient(
             env_file_encoding=env_file_encoding,
         )
 
-        self.model_id = ollama_settings["embedding_model_id"]
+        self.model_id = ollama_settings["embedding_model_id"]  # type: ignore[assignment,reportTypedDictNotRequiredAccess]
         self.client = client or AsyncClient(host=ollama_settings.get("host"))
-        self.host = str(self.client._client.base_url)  # pyright: ignore[reportUnknownMemberType,reportPrivateUsage,reportUnknownArgumentType]
+        self.host = str(self.client._client.base_url)  # type: ignore[reportUnknownMemberType,reportPrivateUsage,reportUnknownArgumentType]
         super().__init__(**kwargs)
 
     def service_url(self) -> str:
@@ -120,8 +120,8 @@ class RawOllamaEmbeddingClient(
         self,
         values: Sequence[str],
         *,
-        options: OllamaEmbeddingOptionsT | None = None,
-    ) -> GeneratedEmbeddings[list[float]]:
+        options: OllamaEmbeddingOptionsT | None = None,  # type: ignore
+    ) -> GeneratedEmbeddings[list[float], OllamaEmbeddingOptionsT]:
         """Call the Ollama embed API.
 
         Args:
@@ -137,7 +137,7 @@ class RawOllamaEmbeddingClient(
         if not values:
             return GeneratedEmbeddings([], options=options)
 
-        opts: dict[str, Any] = dict(options) if options else {}
+        opts: dict[str, Any] = options or {}  # type: ignore
         model = opts.get("model_id") or self.model_id
         if not model:
             raise ValueError("model_id is required")
@@ -156,7 +156,7 @@ class RawOllamaEmbeddingClient(
             Embedding(
                 vector=list(emb),
                 dimensions=len(emb),
-                model_id=response.get("model") or model,
+                model_id=response.get("model") or model,  # type: ignore[assignment]
             )
             for emb in response.get("embeddings", [])
         ]
@@ -166,7 +166,7 @@ class RawOllamaEmbeddingClient(
         if prompt_eval_count is not None:
             usage_dict = {"input_token_count": prompt_eval_count}
 
-        return GeneratedEmbeddings(embeddings, options=options, usage=usage_dict)
+        return GeneratedEmbeddings(embeddings, options=cast(OllamaEmbeddingOptionsT, opts), usage=usage_dict)
 
 
 class OllamaEmbeddingClient(

python/packages/ollama/pyproject.toml

@@ -62,6 +62,7 @@ omit = [
 
 [tool.pyright]
 extends = "../../pyproject.toml"
+include = ["agent_framework_ollama"]
 exclude = ['tests']
 
 [tool.mypy]
@@ -89,7 +90,7 @@ include = "../../shared_tasks.toml"
 
 [tool.poe.tasks]
 mypy = "mypy --config-file $POE_ROOT/pyproject.toml agent_framework_ollama"
-test = "pytest --cov=agent_framework_ollama --cov-report=term-missing:skip-covered tests"
+test = "pytest -m \"not integration\" --cov=agent_framework_ollama --cov-report=term-missing:skip-covered tests"
 
 [tool.uv.build-backend]
 module-name = "agent_framework_ollama"