mirror of
https://github.com/microsoft/agent-framework.git
synced 2026-06-16 21:04:09 +08:00
Evan Mattson
9c094573e8
* Further support for declarative python workflows * Add tests. Clean up for typing and formatting * Improvements and cleanup * Typing cleanup. Improve docstrings * Proper code in docstrings * Fix malformed code-block directive in docstring * Remove dead links * PR feedback * Address PR feedback * Address PR feedback * Remove sl * Update devui frontend * More cleanup * Fix uv lock * Skip Py 3.14 tests as powerfx doesn't support it * Fix mypy error * Fix for tool calls * Removed stale docstring * Fix lint * Standardize on .NET namespaces. Revert DevUI changes (bring in later) * Implement remaining items for Python declarative support to match dotnet
582 lines
22 KiB
Python
582 lines
22 KiB
Python
# Copyright (c) Microsoft. All rights reserved.
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"""Tests to ensure PowerFx evaluation supports all expressions used in declarative YAML workflows.
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This test suite validates that all PowerFx expressions found in the sample YAML workflows
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under samples/getting_started/workflows/declarative/ work correctly with our implementation.
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Coverage includes:
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- Built-in PowerFx functions: Concat, If, IsBlank, Not, Or, Upper, Find
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- Custom functions: UserMessage, MessageText
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- System variables: System.ConversationId, System.LastMessage.Text
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- Local/turn variables with nested access
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- Comparison operators: <, >, <=, >=, <>, =
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- Logical operators: And, Or, Not, !
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- Arithmetic operators: +, -, *, /
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- String interpolation: {Variable.Path}
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"""
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from unittest.mock import AsyncMock, MagicMock
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import pytest
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from agent_framework_declarative._workflows._declarative_base import (
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DeclarativeWorkflowState,
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)
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class TestPowerFxBuiltinFunctions:
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"""Test PowerFx built-in functions used in YAML workflows."""
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@pytest.fixture
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def mock_shared_state(self):
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"""Create a mock shared state with async get/set methods."""
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shared_state = MagicMock()
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shared_state._data = {}
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async def mock_get(key):
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if key not in shared_state._data:
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raise KeyError(key)
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return shared_state._data[key]
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async def mock_set(key, value):
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shared_state._data[key] = value
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shared_state.get = AsyncMock(side_effect=mock_get)
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shared_state.set = AsyncMock(side_effect=mock_set)
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return shared_state
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async def test_concat_simple(self, mock_shared_state):
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"""Test Concat function with simple strings."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: =Concat("Nice to meet you, ", Local.userName, "!")
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await state.set("Local.userName", "Alice")
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result = await state.eval('=Concat("Nice to meet you, ", Local.userName, "!")')
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assert result == "Nice to meet you, Alice!"
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async def test_concat_multiple_args(self, mock_shared_state):
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"""Test Concat with multiple arguments."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: =Concat(Local.greeting, ", ", Local.name, "!")
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await state.set("Local.greeting", "Hello")
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await state.set("Local.name", "World")
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result = await state.eval('=Concat(Local.greeting, ", ", Local.name, "!")')
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assert result == "Hello, World!"
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async def test_concat_with_local_namespace(self, mock_shared_state):
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"""Test Concat using Local.* namespace (maps to Local.*)."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: =Concat("Starting math coaching session for: ", Local.Problem)
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await state.set("Local.Problem", "2 + 2")
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result = await state.eval('=Concat("Starting math coaching session for: ", Local.Problem)')
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assert result == "Starting math coaching session for: 2 + 2"
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async def test_if_with_isblank(self, mock_shared_state):
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"""Test If function with IsBlank."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize({"name": ""})
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# From YAML: =If(IsBlank(inputs.name), "World", inputs.name)
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# When input is blank
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result = await state.eval('=If(IsBlank(Workflow.Inputs.name), "World", Workflow.Inputs.name)')
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assert result == "World"
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# When input is provided
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await state.initialize({"name": "Alice"})
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result = await state.eval('=If(IsBlank(Workflow.Inputs.name), "World", Workflow.Inputs.name)')
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assert result == "Alice"
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async def test_not_function(self, mock_shared_state):
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"""Test Not function."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: =Not(Local.EscalationParameters.IsComplete)
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await state.set("Local.EscalationParameters", {"IsComplete": False})
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result = await state.eval("=Not(Local.EscalationParameters.IsComplete)")
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assert result is True
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await state.set("Local.EscalationParameters", {"IsComplete": True})
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result = await state.eval("=Not(Local.EscalationParameters.IsComplete)")
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assert result is False
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async def test_or_function(self, mock_shared_state):
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"""Test Or function."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: =Or(Local.feeling = "great", Local.feeling = "good")
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await state.set("Local.feeling", "great")
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result = await state.eval('=Or(Local.feeling = "great", Local.feeling = "good")')
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assert result is True
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await state.set("Local.feeling", "good")
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result = await state.eval('=Or(Local.feeling = "great", Local.feeling = "good")')
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assert result is True
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await state.set("Local.feeling", "bad")
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result = await state.eval('=Or(Local.feeling = "great", Local.feeling = "good")')
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assert result is False
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async def test_upper_function(self, mock_shared_state):
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"""Test Upper function."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: =Upper(System.LastMessage.Text)
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await state.set("System.LastMessage", {"Text": "hello world"})
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result = await state.eval("=Upper(System.LastMessage.Text)")
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assert result == "HELLO WORLD"
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async def test_find_function(self, mock_shared_state):
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"""Test Find function."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: =!IsBlank(Find("CONGRATULATIONS", Upper(Local.TeacherResponse)))
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await state.set("Local.TeacherResponse", "CONGRATULATIONS! You solved it!")
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result = await state.eval('=Not(IsBlank(Find("CONGRATULATIONS", Upper(Local.TeacherResponse))))')
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assert result is True
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await state.set("Local.TeacherResponse", "Try again")
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result = await state.eval('=Not(IsBlank(Find("CONGRATULATIONS", Upper(Local.TeacherResponse))))')
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assert result is False
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class TestPowerFxSystemVariables:
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"""Test System.* variable access."""
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@pytest.fixture
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def mock_shared_state(self):
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"""Create a mock shared state."""
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shared_state = MagicMock()
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shared_state._data = {}
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async def mock_get(key):
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if key not in shared_state._data:
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raise KeyError(key)
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return shared_state._data[key]
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async def mock_set(key, value):
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shared_state._data[key] = value
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shared_state.get = AsyncMock(side_effect=mock_get)
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shared_state.set = AsyncMock(side_effect=mock_set)
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return shared_state
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async def test_system_conversation_id(self, mock_shared_state):
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"""Test System.ConversationId access."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: conversationId: =System.ConversationId
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await state.set("System.ConversationId", "conv-12345")
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result = await state.eval("=System.ConversationId")
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assert result == "conv-12345"
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async def test_system_last_message_text(self, mock_shared_state):
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"""Test System.LastMessage.Text access."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: =Upper(System.LastMessage.Text) <> "EXIT"
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await state.set("System.LastMessage", {"Text": "Hello"})
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result = await state.eval("=System.LastMessage.Text")
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assert result == "Hello"
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async def test_system_last_message_exit_check(self, mock_shared_state):
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"""Test the exit check pattern from YAML."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: when: =Upper(System.LastMessage.Text) <> "EXIT"
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await state.set("System.LastMessage", {"Text": "hello"})
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result = await state.eval('=Upper(System.LastMessage.Text) <> "EXIT"')
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assert result is True
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await state.set("System.LastMessage", {"Text": "exit"})
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result = await state.eval('=Upper(System.LastMessage.Text) <> "EXIT"')
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assert result is False
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class TestPowerFxComparisonOperators:
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"""Test comparison operators used in YAML workflows."""
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@pytest.fixture
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def mock_shared_state(self):
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"""Create a mock shared state."""
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shared_state = MagicMock()
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shared_state._data = {}
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async def mock_get(key):
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if key not in shared_state._data:
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raise KeyError(key)
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return shared_state._data[key]
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async def mock_set(key, value):
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shared_state._data[key] = value
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shared_state.get = AsyncMock(side_effect=mock_get)
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shared_state.set = AsyncMock(side_effect=mock_set)
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return shared_state
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async def test_less_than(self, mock_shared_state):
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"""Test < operator."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: condition: =Local.age < 65
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await state.set("Local.age", 30)
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assert await state.eval("=Local.age < 65") is True
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await state.set("Local.age", 70)
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assert await state.eval("=Local.age < 65") is False
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async def test_less_than_with_local(self, mock_shared_state):
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"""Test < with Local namespace."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: condition: =Local.TurnCount < 4
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await state.set("Local.TurnCount", 2)
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assert await state.eval("=Local.TurnCount < 4") is True
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await state.set("Local.TurnCount", 5)
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assert await state.eval("=Local.TurnCount < 4") is False
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async def test_equality(self, mock_shared_state):
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"""Test = equality operator."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: =Local.feeling = "great"
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await state.set("Local.feeling", "great")
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assert await state.eval('=Local.feeling = "great"') is True
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await state.set("Local.feeling", "bad")
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assert await state.eval('=Local.feeling = "great"') is False
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async def test_inequality(self, mock_shared_state):
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"""Test <> inequality operator."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: =Upper(System.LastMessage.Text) <> "EXIT"
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await state.set("Local.status", "active")
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assert await state.eval('=Local.status <> "done"') is True
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assert await state.eval('=Local.status <> "active"') is False
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class TestPowerFxArithmetic:
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"""Test arithmetic operations."""
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@pytest.fixture
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def mock_shared_state(self):
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"""Create a mock shared state."""
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shared_state = MagicMock()
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shared_state._data = {}
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async def mock_get(key):
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if key not in shared_state._data:
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raise KeyError(key)
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return shared_state._data[key]
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async def mock_set(key, value):
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shared_state._data[key] = value
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shared_state.get = AsyncMock(side_effect=mock_get)
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shared_state.set = AsyncMock(side_effect=mock_set)
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return shared_state
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async def test_addition(self, mock_shared_state):
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"""Test + operator."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: value: =Local.TurnCount + 1
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await state.set("Local.TurnCount", 3)
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result = await state.eval("=Local.TurnCount + 1")
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assert result == 4
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class TestPowerFxCustomFunctions:
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"""Test custom functions (UserMessage, MessageText, AgentMessage)."""
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@pytest.fixture
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def mock_shared_state(self):
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"""Create a mock shared state."""
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shared_state = MagicMock()
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shared_state._data = {}
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async def mock_get(key):
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if key not in shared_state._data:
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raise KeyError(key)
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return shared_state._data[key]
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async def mock_set(key, value):
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shared_state._data[key] = value
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shared_state.get = AsyncMock(side_effect=mock_get)
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shared_state.set = AsyncMock(side_effect=mock_set)
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return shared_state
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@pytest.mark.asyncio
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async def test_agent_message_function(self, mock_shared_state):
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"""Test AgentMessage function (.NET compatibility alias for AssistantMessage)."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From .NET YAML: messages: =AgentMessage(Local.Response)
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await state.set("Local.Response", "Here is the analysis result")
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result = await state.eval("=AgentMessage(Local.Response)")
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assert isinstance(result, dict)
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assert result["role"] == "assistant"
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assert result["text"] == "Here is the analysis result"
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@pytest.mark.asyncio
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async def test_agent_message_with_empty_string(self, mock_shared_state):
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"""Test AgentMessage with empty string."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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await state.set("Local.Response", "")
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result = await state.eval("=AgentMessage(Local.Response)")
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assert result["role"] == "assistant"
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assert result["text"] == ""
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@pytest.mark.asyncio
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async def test_user_message_with_variable(self, mock_shared_state):
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"""Test UserMessage function with variable reference."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: messages: =UserMessage(Local.ServiceParameters.IssueDescription)
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await state.set("Local.ServiceParameters", {"IssueDescription": "My computer won't boot"})
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result = await state.eval("=UserMessage(Local.ServiceParameters.IssueDescription)")
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assert isinstance(result, dict)
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assert result["role"] == "user"
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assert result["text"] == "My computer won't boot"
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async def test_user_message_with_simple_variable(self, mock_shared_state):
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"""Test UserMessage with simple variable."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: messages: =Local.Problem
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await state.set("Local.Problem", "What is 2+2?")
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result = await state.eval("=UserMessage(Local.Problem)")
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assert result["role"] == "user"
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assert result["text"] == "What is 2+2?"
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async def test_message_text_with_list(self, mock_shared_state):
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"""Test MessageText extracts text from message list."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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await state.set(
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"Local.messages",
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[
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{"role": "user", "text": "Hello"},
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{"role": "assistant", "text": "Hi there!"},
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],
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)
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result = await state.eval("=MessageText(Local.messages)")
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assert result == "Hi there!"
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async def test_message_text_empty_list(self, mock_shared_state):
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"""Test MessageText with empty list returns empty string."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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await state.set("Local.messages", [])
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result = await state.eval("=MessageText(Local.messages)")
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assert result == ""
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class TestPowerFxNestedVariables:
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"""Test nested variable access patterns from YAML."""
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@pytest.fixture
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def mock_shared_state(self):
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"""Create a mock shared state."""
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shared_state = MagicMock()
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shared_state._data = {}
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async def mock_get(key):
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if key not in shared_state._data:
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raise KeyError(key)
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return shared_state._data[key]
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async def mock_set(key, value):
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shared_state._data[key] = value
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shared_state.get = AsyncMock(side_effect=mock_get)
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shared_state.set = AsyncMock(side_effect=mock_set)
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return shared_state
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async def test_nested_local_variable(self, mock_shared_state):
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"""Test nested Local.* variable access."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: =Local.ServiceParameters.IssueDescription
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await state.set("Local.ServiceParameters", {"IssueDescription": "Screen is black"})
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result = await state.eval("=Local.ServiceParameters.IssueDescription")
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assert result == "Screen is black"
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async def test_nested_routing_parameters(self, mock_shared_state):
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"""Test RoutingParameters access."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: =Local.RoutingParameters.TeamName
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await state.set("Local.RoutingParameters", {"TeamName": "Windows Support"})
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result = await state.eval("=Local.RoutingParameters.TeamName")
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assert result == "Windows Support"
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async def test_nested_ticket_parameters(self, mock_shared_state):
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"""Test TicketParameters access."""
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state = DeclarativeWorkflowState(mock_shared_state)
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await state.initialize()
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# From YAML: =Local.TicketParameters.TicketId
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await state.set("Local.TicketParameters", {"TicketId": "TKT-12345"})
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result = await state.eval("=Local.TicketParameters.TicketId")
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assert result == "TKT-12345"
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class TestPowerFxUndefinedVariables:
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"""Test graceful handling of undefined variables."""
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@pytest.fixture
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def mock_shared_state(self):
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"""Create a mock shared state."""
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shared_state = MagicMock()
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shared_state._data = {}
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async def mock_get(key):
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if key not in shared_state._data:
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raise KeyError(key)
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return shared_state._data[key]
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async def mock_set(key, value):
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shared_state._data[key] = value
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shared_state.get = AsyncMock(side_effect=mock_get)
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shared_state.set = AsyncMock(side_effect=mock_set)
|
|
return shared_state
|
|
|
|
async def test_undefined_local_variable_returns_none(self, mock_shared_state):
|
|
"""Test that undefined Local.* variables return None."""
|
|
state = DeclarativeWorkflowState(mock_shared_state)
|
|
await state.initialize()
|
|
|
|
# Variable not set - should return None (not raise)
|
|
result = await state.eval("=Local.UndefinedVariable")
|
|
assert result is None
|
|
|
|
async def test_undefined_nested_variable_returns_none(self, mock_shared_state):
|
|
"""Test that undefined nested variables return None."""
|
|
state = DeclarativeWorkflowState(mock_shared_state)
|
|
await state.initialize()
|
|
|
|
# Nested undefined variable
|
|
result = await state.eval("=Local.Something.Nested.Deep")
|
|
assert result is None
|
|
|
|
|
|
class TestStringInterpolation:
|
|
"""Test string interpolation patterns."""
|
|
|
|
@pytest.fixture
|
|
def mock_shared_state(self):
|
|
"""Create a mock shared state."""
|
|
shared_state = MagicMock()
|
|
shared_state._data = {}
|
|
|
|
async def mock_get(key):
|
|
if key not in shared_state._data:
|
|
raise KeyError(key)
|
|
return shared_state._data[key]
|
|
|
|
async def mock_set(key, value):
|
|
shared_state._data[key] = value
|
|
|
|
shared_state.get = AsyncMock(side_effect=mock_get)
|
|
shared_state.set = AsyncMock(side_effect=mock_set)
|
|
return shared_state
|
|
|
|
async def test_interpolate_local_variable(self, mock_shared_state):
|
|
"""Test {Local.Variable} interpolation."""
|
|
state = DeclarativeWorkflowState(mock_shared_state)
|
|
await state.initialize()
|
|
|
|
# From YAML: activity: "Created ticket #{Local.TicketParameters.TicketId}"
|
|
await state.set("Local.TicketParameters", {"TicketId": "TKT-999"})
|
|
result = await state.interpolate_string("Created ticket #{Local.TicketParameters.TicketId}")
|
|
assert result == "Created ticket #TKT-999"
|
|
|
|
async def test_interpolate_routing_team(self, mock_shared_state):
|
|
"""Test routing team interpolation."""
|
|
state = DeclarativeWorkflowState(mock_shared_state)
|
|
await state.initialize()
|
|
|
|
# From YAML: activity: Routing to {Local.RoutingParameters.TeamName}
|
|
await state.set("Local.RoutingParameters", {"TeamName": "Linux Support"})
|
|
result = await state.interpolate_string("Routing to {Local.RoutingParameters.TeamName}")
|
|
assert result == "Routing to Linux Support"
|
|
|
|
|
|
class TestWorkflowInputsAccess:
|
|
"""Test Workflow.Inputs access patterns."""
|
|
|
|
@pytest.fixture
|
|
def mock_shared_state(self):
|
|
"""Create a mock shared state."""
|
|
shared_state = MagicMock()
|
|
shared_state._data = {}
|
|
|
|
async def mock_get(key):
|
|
if key not in shared_state._data:
|
|
raise KeyError(key)
|
|
return shared_state._data[key]
|
|
|
|
async def mock_set(key, value):
|
|
shared_state._data[key] = value
|
|
|
|
shared_state.get = AsyncMock(side_effect=mock_get)
|
|
shared_state.set = AsyncMock(side_effect=mock_set)
|
|
return shared_state
|
|
|
|
async def test_inputs_name(self, mock_shared_state):
|
|
"""Test inputs.name access."""
|
|
state = DeclarativeWorkflowState(mock_shared_state)
|
|
await state.initialize({"name": "Alice", "age": 25})
|
|
|
|
# .NET style (standard)
|
|
result = await state.eval("=Workflow.Inputs.name")
|
|
assert result == "Alice"
|
|
|
|
# Also test inputs.name shorthand
|
|
result = await state.eval("=inputs.name")
|
|
assert result == "Alice"
|
|
|
|
async def test_inputs_problem(self, mock_shared_state):
|
|
"""Test inputs.problem access."""
|
|
state = DeclarativeWorkflowState(mock_shared_state)
|
|
await state.initialize({"problem": "What is 5 * 6?"})
|
|
|
|
# .NET style (standard)
|
|
result = await state.eval("=Workflow.Inputs.problem")
|
|
assert result == "What is 5 * 6?"
|