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This pull request introduces a comprehensive API client layer and a corresponding CLI interface for SwanLab. It includes a base entity class for handling HTTP requests safely, a set of type definitions for various API resources (experiments, projects, users, etc.), and utility functions for data transformation. The CLI is expanded with an api command group to allow direct interaction with these resources. Feedback focuses on correcting typos in type definitions and file headers, ensuring all CLI subcommands are properly imported and registered, and removing redundant logic in the API response handling.
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Usage::
from swanlab.api import FilterOperation as FOP
runs = project.runs(filters=[
FOP.state == "FINISHED",
FOP.createdAt >= "2025-03-25",
FOP.createdAt <= datetime(2025, 3, 25, 23, 59, 59),
FOP("lr", type="CONFIG") >= 0.1,
FOP.state.in_("RUNNING", "FINISHED"),
])
Attribute access (``F.state``) auto-detects STABLE keys.
For CONFIG / SCALAR fields use call syntax: ``F("key", type="CONFIG")``.或者按照原本的运算符扩展 |
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Description
swanlab api [project/run/..]和SwanLab.Api()双格式调用