7c228a59d5
# PR Description
This PR renames `ExpectedToolCall` to `NamedExpectedToolCall` and then
creates a new dataclass called `ExpectedToolCall`. `ExpectedToolCall`
can be passed to the `EvalSuite.add_case` and `EvalSuite.extend_case`
methods.
1. Enhance `EvalSuite.add_case` and `EvalSuite.extend_case` by accepting
a list of `ExpectedToolCall` as their `expected_tool_calls` input
parameter. This helps create a scaffolding for developers. Previously,
the expected type was `list[tuple[Callable, dict[str, Any]]]`, which is
still valid for backward compatibility.
```python
# Before (still valid for backward compatibility)
expected_tool_calls=[
(
adjust_playback_position,
{
"absolute_position_ms": 10000,
},
)
]
# After
expected_tool_calls=[
ExpectedToolCall(
func=adjust_playback_position,
args={"absolute_position_ms": 10000},
)
]
```
2. Removed any references to arcade.core in toolkits directory.
3. Some linting for import organization.
106 lines
3.4 KiB
Python
106 lines
3.4 KiB
Python
import arcade_google
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from arcade_google.tools.drive import list_documents
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from arcade_google.tools.models import Corpora, OrderBy
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from arcade.sdk import ToolCatalog
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from arcade.sdk.eval import (
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BinaryCritic,
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EvalRubric,
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EvalSuite,
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ExpectedToolCall,
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tool_eval,
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)
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# Evaluation rubric
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rubric = EvalRubric(
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fail_threshold=0.9,
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warn_threshold=0.95,
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)
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catalog = ToolCatalog()
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catalog.add_module(arcade_google)
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@tool_eval()
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def drive_eval_suite() -> EvalSuite:
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"""Create an evaluation suite for Google Drive tools."""
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suite = EvalSuite(
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name="Google Drive Tools Evaluation",
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system_message="You are an AI assistant that can manage Google Drive documents using the provided tools.",
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catalog=catalog,
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rubric=rubric,
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)
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suite.add_case(
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name="List documents in Google Drive",
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user_message="show me the titles of my 39 most recently created documents. Show me the newest ones first and the oldest ones last.",
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expected_tool_calls=[
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ExpectedToolCall(
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func=list_documents,
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args={
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"corpora": Corpora.USER,
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"order_by": OrderBy.CREATED_TIME_DESC,
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"supports_all_drives": False,
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"limit": 39,
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},
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)
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],
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critics=[
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BinaryCritic(critic_field="corpora", weight=0.25),
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BinaryCritic(critic_field="order_by", weight=0.25),
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BinaryCritic(critic_field="supports_all_drives", weight=0.25),
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BinaryCritic(critic_field="limit", weight=0.25),
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],
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)
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suite.add_case(
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name="List documents in Google Drive based on title keywords",
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user_message="list all documents that have title that contains the word'greedy' and also the phrase 'Joe's algo'",
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expected_tool_calls=[
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ExpectedToolCall(
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func=list_documents,
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args={
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"corpora": Corpora.USER,
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"title_keywords": ["greedy", "Joe's algo"],
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"order_by": OrderBy.MODIFIED_TIME_DESC,
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"supports_all_drives": False,
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"limit": 50,
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},
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)
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],
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critics=[
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BinaryCritic(critic_field="order_by", weight=0.25),
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BinaryCritic(critic_field="title_keywords", weight=0.75),
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],
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)
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suite.add_case(
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name="List documents in shared drives",
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user_message="List the 5 documents from all drives that nobody has touched in forever, including shared ones.",
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expected_tool_calls=[
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ExpectedToolCall(
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func=list_documents,
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args={
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"corpora": Corpora.ALL_DRIVES,
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"order_by": OrderBy.MODIFIED_TIME,
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"supports_all_drives": True,
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"limit": 5,
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},
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)
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],
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critics=[
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BinaryCritic(critic_field="corpora", weight=0.25),
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BinaryCritic(critic_field="order_by", weight=0.25),
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BinaryCritic(critic_field="supports_all_drives", weight=0.25),
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BinaryCritic(critic_field="limit", weight=0.25),
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],
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)
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suite.add_case(
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name="No tool call case",
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user_message="List my 10 most recently modified documents that are stored in my Microsoft OneDrive.",
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expected_tool_calls=[],
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critics=[],
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)
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return suite
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