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test_extraction_tool.py
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320 lines (274 loc) · 12.3 KB
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"""Tests for extraction_tool.py metadata and functionality."""
from unittest.mock import AsyncMock, MagicMock, patch
from uuid import UUID
import pytest
from uipath.agent.models.agent import (
AgentIxpExtractionResourceConfig,
AgentIxpExtractionToolProperties,
)
from uipath.platform.attachments import Attachment
from uipath.platform.documents import ExtractionResponseIXP
from uipath_langchain.agent.tools.extraction_tool import (
ExtractionToolInputSchema,
create_ixp_extraction_tool,
)
class TestExtractionToolMetadata:
"""Test that extraction tool has correct metadata for observability."""
@pytest.fixture
def extraction_resource(self):
"""Create a minimal extraction tool resource config."""
return AgentIxpExtractionResourceConfig(
name="test_extraction",
description="Extract data from files",
input_schema={
"type": "object",
"properties": {
"attachment": {
"description": "the file uploaded as attachement",
"$ref": "#/definitions/job-attachment",
}
},
"required": ["attachment"],
"definitions": {
"job-attachment": {
"type": "object",
"required": ["ID"],
"x-uipath-resource-kind": "JobAttachment",
"properties": {
"ID": {
"type": "string",
"description": "Orchestrator attachment key",
},
"FullName": {"type": "string", "description": "File name"},
"MimeType": {
"type": "string",
"description": 'The MIME type of the content, such as "application/json" or "image/png"',
},
"Metadata": {
"type": "object",
"description": "Dictionary<string, string> of metadata",
"additionalProperties": {"type": "string"},
},
},
}
},
},
output_schema={"type": "object", "properties": {}},
properties=AgentIxpExtractionToolProperties(
project_name="TestProject",
version_tag="v1.0",
),
)
def test_extraction_tool_has_correct_name(self, extraction_resource):
"""Test that extraction tool has sanitized name."""
tool = create_ixp_extraction_tool(extraction_resource)
assert tool.name == "test_extraction"
def test_extraction_tool_has_correct_description(self, extraction_resource):
"""Test that extraction tool has correct description."""
tool = create_ixp_extraction_tool(extraction_resource)
assert tool.description == "Extract data from files"
def test_extraction_tool_has_attachment_input_schema(self, extraction_resource):
"""Test that extraction tool's input schema mirrors Attachment fields."""
tool = create_ixp_extraction_tool(extraction_resource)
assert tool.args_schema is ExtractionToolInputSchema
schema_fields = ExtractionToolInputSchema.model_fields
attachment_fields = Attachment.model_fields
assert schema_fields.keys() == attachment_fields.keys()
for name, attachment_field in attachment_fields.items():
assert schema_fields[name].annotation == attachment_field.annotation
def test_extraction_tool_has_extraction_response_output_type(
self, extraction_resource
):
"""Test that extraction tool has ExtractionResponseIXP as output type."""
tool = create_ixp_extraction_tool(extraction_resource)
assert hasattr(tool, "output_type")
assert tool.output_type == ExtractionResponseIXP
class TestExtractionToolFunctionality:
"""Test the extraction tool function behavior."""
@pytest.fixture
def extraction_resource(self):
"""Create a minimal extraction tool resource config."""
return AgentIxpExtractionResourceConfig(
name="test_extraction",
description="Extract data from files",
input_schema={
"type": "object",
"properties": {
"attachment": {
"description": "the file uploaded as attachment",
"$ref": "#/definitions/job-attachment",
}
},
"required": ["attachment"],
"definitions": {
"job-attachment": {
"type": "object",
"required": ["ID"],
"x-uipath-resource-kind": "JobAttachment",
"properties": {
"ID": {
"type": "string",
"description": "Orchestrator attachment key",
},
"FullName": {"type": "string", "description": "File name"},
"MimeType": {
"type": "string",
"description": "The MIME type of the content",
},
},
}
},
},
output_schema={"type": "object", "properties": {}},
properties=AgentIxpExtractionToolProperties(
project_name="TestProject",
version_tag="v1.0",
),
)
@pytest.mark.asyncio
@patch("uipath.platform.UiPath")
@patch("uipath_langchain.agent.tools.extraction_tool.interrupt")
async def test_extraction_tool_downloads_attachment_and_calls_interrupt(
self, mock_interrupt, mock_uipath_class, extraction_resource
):
"""Test that extraction tool downloads attachment and calls interrupt with correct params."""
mock_client = MagicMock()
mock_uipath_class.return_value = mock_client
mock_client.attachments.download_async = AsyncMock(
return_value="/path/to/document.pdf"
)
mock_interrupt.return_value = {"extracted_data": {"field1": "value1"}}
tool = create_ixp_extraction_tool(extraction_resource)
result = await tool.ainvoke(
{
"id": "fa93f4ca-bd3f-473a-93e5-e6e5b5a8f27f",
"full_name": "document.pdf",
"mime_type": "application/pdf",
}
)
mock_client.attachments.download_async.assert_called_once_with(
key=UUID("fa93f4ca-bd3f-473a-93e5-e6e5b5a8f27f"),
destination_path="document.pdf",
)
assert mock_interrupt.called
interrupt_arg = mock_interrupt.call_args[0][0]
assert interrupt_arg.project_name == "TestProject"
assert interrupt_arg.tag == "v1.0"
assert interrupt_arg.file_path == "/path/to/document.pdf"
assert result == {"extracted_data": {"field1": "value1"}}
@pytest.mark.asyncio
@patch("uipath.platform.UiPath")
@patch("uipath_langchain.agent.tools.extraction_tool.interrupt")
async def test_extraction_tool_with_different_version_tag(
self, mock_interrupt, mock_uipath_class
):
"""Test extraction tool with different version tag."""
extraction_resource = AgentIxpExtractionResourceConfig(
name="test_extraction_v2",
description="Extract data from files v2",
input_schema={"type": "object", "properties": {}},
output_schema={"type": "object", "properties": {}},
properties=AgentIxpExtractionToolProperties(
project_name="TestProjectV2",
version_tag="staging",
),
)
mock_client = MagicMock()
mock_uipath_class.return_value = mock_client
mock_client.attachments.download_async = AsyncMock(
return_value="/path/to/document.pdf"
)
mock_interrupt.return_value = {"extracted_data": {}}
tool = create_ixp_extraction_tool(extraction_resource)
await tool.ainvoke(
{
"id": "fa93f4ca-bd3f-473a-93e5-e6e5b5a8f27f",
"full_name": "document.pdf",
"mime_type": "application/pdf",
}
)
interrupt_arg = mock_interrupt.call_args[0][0]
assert interrupt_arg.tag == "staging"
@pytest.mark.asyncio
@patch("uipath.platform.UiPath")
async def test_extraction_tool_propagates_download_exception(
self, mock_uipath_class, extraction_resource
):
"""Test that exceptions from attachment download are propagated."""
mock_client = MagicMock()
mock_uipath_class.return_value = mock_client
mock_client.attachments.download_async = AsyncMock(
side_effect=Exception("Download failed")
)
tool = create_ixp_extraction_tool(extraction_resource)
with pytest.raises(Exception) as exc_info:
await tool.ainvoke(
{
"id": "fa93f4ca-bd3f-473a-93e5-e6e5b5a8f27f",
"full_name": "file.pdf",
"mime_type": "application/pdf",
}
)
assert "Download failed" in str(exc_info.value)
@pytest.mark.asyncio
@patch("uipath.platform.UiPath")
@patch("uipath_langchain.agent.tools.extraction_tool.interrupt")
async def test_extraction_tool_handles_alias_keyed_input(
self, mock_interrupt, mock_uipath_class, extraction_resource
):
"""The LLM emits Attachment fields by alias (ID/FullName/MimeType) — the
same shape Attachment.model_dump(by_alias=True) produces. download_async
must still be called with the populated UUID, not key=None.
"""
mock_client = MagicMock()
mock_uipath_class.return_value = mock_client
mock_client.attachments.download_async = AsyncMock(
return_value="/path/to/document.pdf"
)
mock_interrupt.return_value = {"extracted_data": {"field1": "value1"}}
tool = create_ixp_extraction_tool(extraction_resource)
attachment = ExtractionToolInputSchema(
id=UUID("fa93f4ca-bd3f-473a-93e5-e6e5b5a8f27f"),
full_name="document.pdf",
mime_type="application/pdf",
)
aliased_input = attachment.model_dump()
await tool.ainvoke(aliased_input)
mock_client.attachments.download_async.assert_called_once_with(
key=UUID("fa93f4ca-bd3f-473a-93e5-e6e5b5a8f27f"),
destination_path="document.pdf",
)
class TestExtractionToolNameSanitization:
"""Test that extraction tool names are properly sanitized."""
@pytest.mark.asyncio
async def test_extraction_tool_name_with_spaces(self):
"""Test that tool names with spaces are sanitized."""
resource = AgentIxpExtractionResourceConfig(
name="Invoice Extraction Tool",
description="Extract invoices",
input_schema={"type": "object", "properties": {}},
output_schema={"type": "object", "properties": {}},
properties=AgentIxpExtractionToolProperties(
project_name="InvoiceExtraction",
version_tag="v1.0",
),
)
tool = create_ixp_extraction_tool(resource)
assert " " not in tool.name
@pytest.mark.asyncio
async def test_extraction_tool_name_with_special_chars(self):
"""Test that tool names with special characters are sanitized."""
resource = AgentIxpExtractionResourceConfig(
name="invoice-extraction@v1",
description="Extract invoices",
input_schema={"type": "object", "properties": {}},
output_schema={"type": "object", "properties": {}},
properties=AgentIxpExtractionToolProperties(
project_name="InvoiceExtraction",
version_tag="v1.0",
),
)
tool = create_ixp_extraction_tool(resource)
# Tool name should be sanitized
assert tool.name is not None
assert len(tool.name) > 0