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Author SHA1 Message Date
Shawn HenryandGitHub 23c8d97f21 New Microsoft Agent Framework logos 2026-06-07 20:40:13 -07:00
15 changed files with 288 additions and 533 deletions
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@@ -49,7 +49,7 @@ internal sealed class ForeachExecutor : DeclarativeActionExecutor<Foreach>
EvaluationResult<DataValue> expressionResult = this.Evaluator.GetValue(this.Model.Items);
if (expressionResult.Value is TableDataValue tableValue)
{
this._values = [.. tableValue.Values.Select(ToLoopValue)];
this._values = [.. tableValue.Values.Select(value => value.ToFormula())];
}
else
{
@@ -99,15 +99,6 @@ internal sealed class ForeachExecutor : DeclarativeActionExecutor<Foreach>
}
}
// Power Fx wraps scalar array literals (`=[1, 2, 3]`) as `Table({Value: 1}, ...)`. Unwrap that single-column
// `Value`-record shape so `Local.LoopValue` is the scalar; multi-field and other shapes pass through unchanged.
private static FormulaValue ToLoopValue(DataValue value) =>
value is RecordDataValue record
&& record.Properties.Count == 1
&& record.Properties.TryGetValue("Value", out DataValue? singleColumn)
? singleColumn.ToFormula()
: value.ToFormula();
/// <inheritdoc/>
/// <remarks>
/// Persists the iteration cursor (<see cref="_index"/>), the materialized item snapshot
@@ -170,67 +170,6 @@ public sealed class ForeachExecutorTest(ITestOutputHelper output) : WorkflowActi
Assert.Equal("Engineer", currentValue.GetField("role").ToObject());
}
/// <summary>
/// Power Fx wraps scalar array literals such as <c>=[1, 2, 3]</c> as <c>Table({Value: 1}, ...)</c>;
/// the loop value must expose the bare scalar, not the single-column wrapper record.
/// </summary>
[Fact]
public async Task ForeachTakeNextWithSingleColumnValueRecordAsync()
{
// Arrange
const string CurrentValueName = "CurrentValue";
this.SetVariableState(CurrentValueName);
TableDataValue tableValue = DataValue.TableFromRecords(
DataValue.RecordFromFields(new KeyValuePair<string, DataValue>("Value", new NumberDataValue(1))),
DataValue.RecordFromFields(new KeyValuePair<string, DataValue>("Value", new NumberDataValue(2))),
DataValue.RecordFromFields(new KeyValuePair<string, DataValue>("Value", new NumberDataValue(3))));
Foreach model = this.CreateModel(
displayName: nameof(ForeachTakeNextWithSingleColumnValueRecordAsync),
items: ValueExpression.Literal(tableValue),
valueName: CurrentValueName,
indexName: null);
ForeachExecutor action = new(model, this.State);
// Act
await this.ExecuteAsync(action, ForeachExecutor.Steps.Next(action.Id), action.TakeNextAsync);
// Assert
FormulaValue currentValue = this.State.Get(CurrentValueName);
Assert.IsNotType<RecordValue>(currentValue, exactMatch: false);
Assert.Equal(1m, currentValue.ToObject());
}
/// <summary>
/// Single-field records whose only field is NOT named <c>Value</c> are not Power Fx auto-wraps;
/// they are preserved as records so the field name remains accessible inside the loop body.
/// </summary>
[Fact]
public async Task ForeachTakeNextWithSingleFieldNonValueRecordAsync()
{
// Arrange
const string CurrentValueName = "CurrentValue";
this.SetVariableState(CurrentValueName);
TableDataValue tableValue = DataValue.TableFromRecords(
DataValue.RecordFromFields(new KeyValuePair<string, DataValue>("name", new StringDataValue("Alice"))));
Foreach model = this.CreateModel(
displayName: nameof(ForeachTakeNextWithSingleFieldNonValueRecordAsync),
items: ValueExpression.Literal(tableValue),
valueName: CurrentValueName,
indexName: null);
ForeachExecutor action = new(model, this.State);
// Act
await this.ExecuteAsync(action, ForeachExecutor.Steps.Next(action.Id), action.TakeNextAsync);
// Assert
RecordValue currentValue = Assert.IsType<RecordValue>(this.State.Get(CurrentValueName), exactMatch: false);
Assert.Equal("Alice", currentValue.GetField("name").ToObject());
}
[Fact]
public async Task ForeachTakeLastAsync()
{
@@ -8,34 +8,29 @@ This module provides ``Mem0ContextProvider``, built on the new
from __future__ import annotations
import asyncio
import logging
import sys
from collections.abc import Awaitable
from contextlib import AbstractAsyncContextManager
from typing import TYPE_CHECKING, Any, ClassVar, TypeAlias, TypedDict
from typing import TYPE_CHECKING, Any, ClassVar
from agent_framework import Message
from agent_framework._sessions import AgentSession, ContextProvider, SessionContext
from mem0 import AsyncMemory, AsyncMemoryClient
if sys.version_info >= (3, 11):
from typing import Self # pragma: no cover
from typing import NotRequired, Self, TypedDict # pragma: no cover
else:
from typing_extensions import Self # pragma: no cover
from typing_extensions import NotRequired, Self, TypedDict # pragma: no cover
if TYPE_CHECKING:
from agent_framework._agents import SupportsAgentRun
logger = logging.getLogger(__name__)
MemoryRecord: TypeAlias = dict[str, object]
class _MemorySearchResponse_v1_1(TypedDict):
results: list[dict[str, Any]]
relations: NotRequired[list[dict[str, Any]]]
class SearchResults(TypedDict):
results: list[MemoryRecord]
SearchResponse: TypeAlias = list[MemoryRecord] | SearchResults
_MemorySearchResponse_v2 = list[dict[str, Any]]
class Mem0ContextProvider(ContextProvider):
@@ -111,85 +106,28 @@ class Mem0ContextProvider(ContextProvider):
if not input_text.strip():
return
# Query entity partitions independently to bypass strict logical AND limitations
# Mem0 OSS and Platform SDKs expose inconsistent search typings.
search_tasks: list[Awaitable[Any]] = []
filters = self._build_filters()
# 1. Query User partition independently
if self.user_id:
user_kwargs = self._build_search_kwargs(input_text, "user_id", self.user_id)
search_tasks.append(self.mem0_client.search(**user_kwargs)) # type: ignore[reportUnknownMemberType, reportUnknownArgumentType]
# AsyncMemory (OSS) expects user_id/agent_id/run_id as direct kwargs
# AsyncMemoryClient (Platform) expects them in a filters dict
search_kwargs: dict[str, Any] = {"query": input_text}
if isinstance(self.mem0_client, AsyncMemory):
search_kwargs.update(filters)
else:
search_kwargs["filters"] = filters
# 2. Query Agent partition independently
if self.agent_id:
agent_kwargs = self._build_search_kwargs(input_text, "agent_id", self.agent_id)
search_tasks.append(self.mem0_client.search(**agent_kwargs)) # type: ignore[reportUnknownMemberType, reportUnknownArgumentType]
search_response: _MemorySearchResponse_v1_1 | _MemorySearchResponse_v2 = await self.mem0_client.search( # type: ignore[misc]
**search_kwargs,
)
# Fall back to an app-scoped search when only application_id is configured
if not search_tasks and self.application_id:
app_kwargs: dict[str, Any] = {"query": input_text}
if isinstance(self.mem0_client, AsyncMemory):
app_kwargs["app_id"] = self.application_id
else:
app_kwargs["filters"] = {"app_id": self.application_id}
search_tasks.append(self.mem0_client.search(**app_kwargs)) # pyright: ignore[reportUnknownMemberType, reportUnknownArgumentType]
if not search_tasks:
return
if isinstance(search_response, list):
memories = search_response
elif isinstance(search_response, dict) and "results" in search_response:
memories = search_response["results"]
else:
memories = [search_response]
results: list[SearchResponse | BaseException] = await asyncio.gather(*search_tasks, return_exceptions=True)
# Merge and deduplicate results
memories: list[MemoryRecord] = []
seen_memory_ids: set[str] = set()
failed_tasks_count: int = 0
for search_response in results:
if isinstance(search_response, asyncio.CancelledError):
raise search_response
if isinstance(search_response, BaseException):
failed_tasks_count += 1
logger.error(
"Mem0 partition search task failed: %s",
search_response,
exc_info=(type(search_response), search_response, search_response.__traceback__),
)
continue
current_memories: list[MemoryRecord] = []
if isinstance(search_response, list):
current_memories = [mem for mem in search_response if isinstance(mem, dict)]
elif isinstance(search_response, dict):
results_field = search_response.get("results")
if isinstance(results_field, list):
current_memories = [
item
for item in results_field
if isinstance(item, dict) # pyright: ignore[reportUnknownVariableType]
]
else:
logger.warning(
"Unexpected Mem0 search response format: %s",
type(results_field).__name__,
)
for mem in current_memories:
mem_id = mem.get("id")
if mem_id is not None and not isinstance(mem_id, str):
mem_id = str(mem_id)
if mem_id is not None and mem_id in seen_memory_ids:
continue
if mem_id is not None:
seen_memory_ids.add(mem_id)
memories.append(mem)
if failed_tasks_count == len(search_tasks):
logger.error("All Mem0 retrieval tasks failed. Context provider is unable to verify memory state.")
line_separated_memories = "\n".join(str(memory.get("memory", "")) for memory in memories)
line_separated_memories = "\n".join(memory.get("memory", "") for memory in memories)
if line_separated_memories:
context.extend_messages(
self.source_id,
@@ -221,21 +159,12 @@ class Mem0ContextProvider(ContextProvider):
]
if messages:
add_kwargs: dict[str, Any] = {
"messages": messages,
"user_id": self.user_id,
"agent_id": self.agent_id,
}
# Inject the application scope using the matching signature format for each SDK variant
if isinstance(self.mem0_client, AsyncMemory):
if self.application_id:
add_kwargs["app_id"] = self.application_id
else:
if self.application_id:
add_kwargs["filters"] = {"app_id": self.application_id}
await self.mem0_client.add(**add_kwargs) # type: ignore[misc, call-arg]
await self.mem0_client.add( # type: ignore[misc]
messages=messages,
user_id=self.user_id,
agent_id=self.agent_id,
metadata={"application_id": self.application_id},
)
# -- Internal methods ------------------------------------------------------
@@ -244,21 +173,15 @@ class Mem0ContextProvider(ContextProvider):
if not self.agent_id and not self.user_id and not self.application_id:
raise ValueError("At least one of the filters: agent_id, user_id, or application_id is required.")
def _build_search_kwargs(self, input_text: str, entity_key: str, entity_value: str) -> dict[str, Any]:
"""Build search keyword arguments formatted for OSS vs Platform clients."""
filters: dict[str, Any] = {"query": input_text}
if isinstance(self.mem0_client, AsyncMemory):
# AsyncMemory (OSS) expects direct kwargs
filters[entity_key] = entity_value
if self.application_id:
filters["app_id"] = self.application_id
else:
# AsyncMemoryClient (Platform) expects a filters dict
filters["filters"] = {entity_key: entity_value}
if self.application_id:
filters["filters"]["app_id"] = self.application_id
def _build_filters(self) -> dict[str, Any]:
"""Build search filters from initialization parameters."""
filters: dict[str, Any] = {}
if self.user_id:
filters["user_id"] = self.user_id
if self.agent_id:
filters["agent_id"] = self.agent_id
if self.application_id:
filters["app_id"] = self.application_id
return filters
@@ -3,7 +3,7 @@
from __future__ import annotations
from unittest.mock import AsyncMock, MagicMock, patch
from unittest.mock import AsyncMock, patch
import pytest
from agent_framework import AgentResponse, Message
@@ -193,59 +193,39 @@ class TestBeforeRun:
assert call_kwargs["user_id"] == "u1"
assert "filters" not in call_kwargs
@pytest.mark.asyncio
async def test_oss_client_all_scoping_params_except_app_id(self, mock_oss_mem0_client: AsyncMock) -> None:
"""OSS client with all scoping parameters passes them as isolated concurrent kwargs."""
async def test_oss_client_all_scoping_params(self, mock_oss_mem0_client: AsyncMock) -> None:
"""OSS client with all scoping parameters passes them as direct kwargs."""
mock_oss_mem0_client.search.return_value = []
provider = Mem0ContextProvider(
source_id="mem0",
mem0_client=mock_oss_mem0_client,
user_id="u1",
agent_id="a1"
source_id="mem0", mem0_client=mock_oss_mem0_client, user_id="u1", agent_id="a1", application_id="app1"
)
mock_context = MagicMock(spec=SessionContext)
mock_msg = MagicMock()
mock_msg.text = "hello"
mock_context.input_messages = [mock_msg]
mock_context.response = None
session = AgentSession(session_id="test-session")
ctx = SessionContext(input_messages=[Message(role="user", contents=["Hello"])], session_id="s1")
await provider.before_run(
agent=MagicMock(), session=MagicMock(spec=AgentSession), context=mock_context, state={}
)
agent=None, session=session, context=ctx, state=session.state.setdefault(provider.source_id, {})
) # type: ignore[arg-type]
# Re-aligned assertion: We expect 2 separate concurrent calls instead of 1 combined call
assert mock_oss_mem0_client.search.call_count == 2
mock_oss_mem0_client.search.assert_any_call(query="hello", user_id="u1")
mock_oss_mem0_client.search.assert_any_call(query="hello", agent_id="a1")
call_kwargs = mock_oss_mem0_client.search.call_args.kwargs
assert call_kwargs["user_id"] == "u1"
assert call_kwargs["agent_id"] == "a1"
assert "filters" not in call_kwargs
@pytest.mark.asyncio
async def test_platform_client_passes_filters_dict_except_app_id(self, mock_mem0_client: AsyncMock) -> None:
"""Platform client passes scoping parameters concurrently inside the nested filters dictionary."""
async def test_platform_client_passes_filters_dict(self, mock_mem0_client: AsyncMock) -> None:
"""Platform AsyncMemoryClient should receive scoping params in a filters dict."""
mock_mem0_client.search.return_value = []
provider = Mem0ContextProvider(
source_id="mem0",
mem0_client=mock_mem0_client,
user_id="u1",
agent_id="a1",
)
mock_context = MagicMock(spec=SessionContext)
mock_msg = MagicMock()
mock_msg.text = "hello"
mock_context.input_messages = [mock_msg]
mock_context.response = None
provider = Mem0ContextProvider(source_id="mem0", mem0_client=mock_mem0_client, user_id="u1")
session = AgentSession(session_id="test-session")
ctx = SessionContext(input_messages=[Message(role="user", contents=["Hello"])], session_id="s1")
await provider.before_run(
agent=MagicMock(), session=MagicMock(spec=AgentSession), context=mock_context, state={}
)
agent=None, session=session, context=ctx, state=session.state.setdefault(provider.source_id, {})
) # type: ignore[arg-type]
# Re-aligned assertion: Platform client isolates filters per call to bypass AND limitations
assert mock_mem0_client.search.call_count == 2
mock_mem0_client.search.assert_any_call(query="hello", filters={"user_id": "u1"})
mock_mem0_client.search.assert_any_call(query="hello", filters={"agent_id": "a1"})
call_kwargs = mock_mem0_client.search.call_args.kwargs
assert call_kwargs["query"] == "Hello"
assert "filters" in call_kwargs
assert call_kwargs["filters"]["user_id"] == "u1"
# -- after_run tests -----------------------------------------------------------
@@ -338,8 +318,8 @@ class TestAfterRun:
with pytest.raises(ValueError, match="At least one of the filters"):
await provider.after_run(agent=None, session=session, context=ctx, state=session.state) # type: ignore[arg-type]
async def test_stores_with_application_id_filters(self, mock_mem0_client: AsyncMock) -> None:
"""application_id is passed in filters."""
async def test_stores_with_application_id_metadata(self, mock_mem0_client: AsyncMock) -> None:
"""application_id is passed in metadata."""
provider = Mem0ContextProvider(
source_id="mem0", mem0_client=mock_mem0_client, user_id="u1", application_id="app1"
)
@@ -351,7 +331,7 @@ class TestAfterRun:
agent=None, session=session, context=ctx, state=session.state.setdefault(provider.source_id, {})
) # type: ignore[arg-type]
assert mock_mem0_client.add.call_args.kwargs["filters"] == {"app_id": "app1"}
assert mock_mem0_client.add.call_args.kwargs["metadata"] == {"application_id": "app1"}
# -- _validate_filters tests --------------------------------------------------
@@ -378,20 +358,15 @@ class TestValidateFilters:
provider._validate_filters()
# -- _build_search_kwargs tests -----------------------------------------------------
# -- _build_filters tests -----------------------------------------------------
class TestBuildSearchKwargs:
"""Test _build_search_kwargs method."""
class TestBuildFilters:
"""Test _build_filters method."""
def test_user_id_only(self, mock_mem0_client: AsyncMock) -> None:
provider = Mem0ContextProvider(source_id="mem0", mem0_client=mock_mem0_client, user_id="u1")
# Pass the 3 required arguments
result = provider._build_search_kwargs("test query", "user_id", "u1")
# AsyncMock triggers the Platform client nested 'filters' structure
assert result == {"query": "test query", "filters": {"user_id": "u1"}}
assert provider._build_filters() == {"user_id": "u1"}
def test_all_params(self, mock_mem0_client: AsyncMock) -> None:
provider = Mem0ContextProvider(
@@ -401,66 +376,28 @@ class TestBuildSearchKwargs:
agent_id="a1",
application_id="app1",
)
# Test that app_id correctly merges with the isolated target entity
result = provider._build_search_kwargs("test query", "agent_id", "a1")
assert result == {
"query": "test query",
"filters": {
"agent_id": "a1",
"app_id": "app1",
},
assert provider._build_filters() == {
"user_id": "u1",
"agent_id": "a1",
"app_id": "app1",
}
def test_excludes_none_values(self, mock_mem0_client: AsyncMock) -> None:
provider = Mem0ContextProvider(source_id="mem0", mem0_client=mock_mem0_client, user_id="u1")
# application_id is None by default, it should not appear in the dictionary
result = provider._build_search_kwargs("test query", "user_id", "u1")
assert "app_id" not in result.get("filters", {})
filters = provider._build_filters()
assert "agent_id" not in filters
assert "run_id" not in filters
assert "app_id" not in filters
def test_no_run_id_in_search_filters(self, mock_mem0_client: AsyncMock) -> None:
"""run_id is excluded from search filters so memories work across sessions."""
provider = Mem0ContextProvider(source_id="mem0", mem0_client=mock_mem0_client, user_id="u1")
result = provider._build_search_kwargs("test query", "user_id", "u1")
assert "run_id" not in result.get("filters", {})
assert "run_id" not in result
filters = provider._build_filters()
assert "run_id" not in filters
def test_empty_when_no_params(self, mock_mem0_client: AsyncMock) -> None:
# Validates base query payload generation
provider = Mem0ContextProvider(source_id="mem0", mem0_client=mock_mem0_client)
result = provider._build_search_kwargs("test query", "custom_key", "custom_val")
assert result == {"query": "test query", "filters": {"custom_key": "custom_val"}}
@pytest.mark.asyncio
async def test_before_run_application_only_fallback(self, mock_mem0_client: AsyncMock) -> None:
provider = Mem0ContextProvider(
source_id="mem0", mem0_client=mock_mem0_client, application_id="app_fallback_test"
)
# Mock a valid message list and session container setup
mock_context = MagicMock(spec=SessionContext)
mock_msg = MagicMock()
mock_msg.text = "Retrieve systemic fallback memory traces"
mock_context.input_messages = [mock_msg]
mock_context.response = None
mock_mem0_client.search = AsyncMock(return_value=[{"id": "m1", "memory": "System configuration template"}])
await provider.before_run(
agent=MagicMock(), session=MagicMock(spec=AgentSession), context=mock_context, state={}
)
# Verify that an application-scoped search task executed successfully
assert mock_mem0_client.search.call_count == 1
mock_context.extend_messages.assert_called_once()
assert provider._build_filters() == {}
# -- Context manager tests -----------------------------------------------------
+132 -240
View File
@@ -543,7 +543,7 @@ requires-dist = [
{ name = "agent-framework-core", editable = "packages/core" },
{ name = "agent-framework-openai", editable = "packages/openai" },
{ name = "azure-ai-inference", specifier = ">=1.0.0b9,<1.0.0b10" },
{ name = "azure-ai-projects", specifier = ">=2.2.0,<3.0" },
{ name = "azure-ai-projects", specifier = ">=2.1.0,<3.0" },
]
[[package]]
@@ -913,7 +913,7 @@ wheels = [
[[package]]
name = "aiohttp"
version = "3.14.1"
version = "3.13.4"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "aiohappyeyeballs", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
@@ -923,125 +923,112 @@ dependencies = [
{ name = "frozenlist", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "multidict", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "propcache", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
{ name = "typing-extensions", marker = "(python_full_version < '3.13' and sys_platform == 'darwin') or (python_full_version < '3.13' and sys_platform == 'linux') or (python_full_version < '3.13' and sys_platform == 'win32')" },
{ name = "yarl", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" },
]
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