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.
115 lines
3.3 KiB
Python
115 lines
3.3 KiB
Python
import arcade_github
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from arcade_github.tools.activity import list_stargazers, set_starred
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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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# Register the GitHub tools
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catalog.add_module(arcade_github)
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@tool_eval()
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def github_activity_eval_suite() -> EvalSuite:
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"""Evaluation suite for GitHub Activity tools."""
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suite = EvalSuite(
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name="GitHub Activity Tools Evaluation Suite",
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system_message="You are an AI assistant that helps users interact with GitHub repositories using the provided tools.",
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catalog=catalog,
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rubric=rubric,
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)
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# Set Starred
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suite.add_case(
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name="Star a repository",
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user_message="Star the test repository that is owned by ArcadeAI.",
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expected_tool_calls=[
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ExpectedToolCall(
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func=set_starred,
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args={
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"owner": "ArcadeAI",
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"name": "test",
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"starred": True,
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},
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)
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],
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critics=[
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BinaryCritic(critic_field="owner", weight=0.3),
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BinaryCritic(critic_field="name", weight=0.3),
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BinaryCritic(critic_field="starred", weight=0.4),
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],
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)
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suite.add_case(
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name="Unstar a repository",
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user_message="Unstar the ArcadeAI/test repository.",
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expected_tool_calls=[
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ExpectedToolCall(
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func=set_starred,
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args={
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"owner": "ArcadeAI",
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"name": "test",
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"starred": False,
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},
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)
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],
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critics=[
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BinaryCritic(critic_field="owner", weight=0.3),
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BinaryCritic(critic_field="name", weight=0.3),
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BinaryCritic(critic_field="starred", weight=0.4),
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],
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)
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suite.add_case(
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name="List stargazers for a repository",
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user_message="List 42 stargazers for the ArcadeAI/arcade-ai repository.",
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expected_tool_calls=[
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ExpectedToolCall(
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func=list_stargazers,
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args={
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"owner": "ArcadeAI",
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"repo": "arcade-ai",
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"limit": 42,
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},
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)
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],
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critics=[
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BinaryCritic(critic_field="owner", weight=0.3),
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BinaryCritic(critic_field="repo", weight=0.3),
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BinaryCritic(critic_field="limit", weight=0.4),
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],
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)
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suite.add_case(
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name="List stargazers for a repository",
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user_message="List all of the stargazers for the ArcadeAI/arcade-ai repo",
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expected_tool_calls=[
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ExpectedToolCall(
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func=list_stargazers,
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args={
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"owner": "ArcadeAI",
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"repo": "arcade-ai",
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"limit": None,
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},
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)
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],
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critics=[
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BinaryCritic(critic_field="owner", weight=0.3),
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BinaryCritic(critic_field="repo", weight=0.3),
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BinaryCritic(critic_field="limit", weight=0.4),
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],
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)
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return suite
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