### Overview Major restructuring from monolithic `arcade-ai` package to modular library architecture with standardized uv-based dependency management.  ### New Package Structure - **`arcade-tdk`** - Lightweight toolkit development kit (core decorators, auth) - **`arcade-core`** - Core execution engine and catalog functionality - **`arcade-serve`** - FastAPI/MCP server components - **`arcade-ai`** - Meta package that includes CLI functionality. Optionally include evals via the `evals` extra. Optionally include all packages via the `all` extra. ### Key Benefits - **Lighter Dependencies**: Toolkits now depend only on `arcade-tdk` (~2 deps) vs full `arcade-ai` (~30+ deps) - **Faster Builds**: uv provides 10-100x faster dependency resolution and installation - **Better Modularity**: Clear separation of concerns, consumers import only what they need - **Standard Tooling**: Eliminates custom poetry scripts, uses standard Python packaging ### Migration Impact - All 20 toolkits converted from poetry → uv with `arcade-tdk` dependencies plus `arcade-ai[evals]` and `arcade-serve` dev dependencies. When developing locally, devs should install toolkits via `make install-local`. - Modern Python 3.10+ type hints throughout - Standardized build system with hatchling backend - Enhanced Makefile with robust toolkit management commands - Removed `arcade dev` CLI command - Reduce the number of files created by `arcade new` and add an option to not generate a tests and evals folder. This foundation enables faster development cycles and cleaner dependency chains for the growing toolkit ecosystem. ### Todo After this PR is merged - [ ] Post-merge workflow(s) (release & publish containers, etc) - [ ] Release order plan. @EricGustin suggests releasing in the following order: 1. `arcade-core` version 0.1.0 2. `arcade-serve` version 0.1.0 and `arcade-tdk` version 0.1.0 3. `arcade-ai` version 2.0.0 4. Patch release for all toolkits (all changes in toolkits are internal refactors) - [ ] [Update docs](https://github.com/ArcadeAI/docs/pull/318) --------- Co-authored-by: Eric Gustin <eric@arcade.dev> Co-authored-by: Eric Gustin <34000337+EricGustin@users.noreply.github.com>
36 lines
1.1 KiB
Python
36 lines
1.1 KiB
Python
from dataclasses import dataclass
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from typing import Any
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from arcade_evals.critic import Critic
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@dataclass
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class ListCritic(Critic):
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"""
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A critic for comparing two lists.
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"""
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def __init__(
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self,
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critic_field: str,
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weight: float = 1.0,
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order_matters: bool = True,
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duplicates_matter: bool = True,
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case_sensitive: bool = False,
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):
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self.critic_field = critic_field
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self.weight = weight
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self.order_matters = order_matters
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self.duplicates_matter = duplicates_matter
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self.case_sensitive = case_sensitive
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def evaluate(self, expected: list[Any], actual: list[Any]) -> dict[str, float | bool]:
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if not self.case_sensitive:
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actual = [item.lower() for item in actual]
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expected = [item.lower() for item in expected]
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match = actual == expected if self.order_matters else set(actual) == set(expected)
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if self.duplicates_matter:
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match = match and len(actual) == len(expected)
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return {"match": match, "score": self.weight if match else 0.0}
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