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feat: structured loader #1395

Merged
merged 28 commits into from
Jan 17, 2025
Merged

feat: structured loader #1395

merged 28 commits into from
Jan 17, 2025

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Wendong-Fan
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@Wendong-Fan Wendong-Fan commented Jan 3, 2025

Description

Describe your changes in detail.

Motivation and Context

close #1325

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  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds core functionality)
  • Breaking change (fix or feature that would cause existing functionality to change)
  • Documentation (update in the documentation)
  • Example (update in the folder of example)

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@Wendong-Fan Wendong-Fan changed the title Feat/structured loader feat: structured loader Jan 3, 2025
@Wendong-Fan Wendong-Fan requested a review from WHALEEYE January 6, 2025 15:32
@Wendong-Fan Wendong-Fan mentioned this pull request Jan 6, 2025
13 tasks
@Wendong-Fan Wendong-Fan requested a review from MuggleJinx January 6, 2025 15:34
@Wendong-Fan Wendong-Fan added this to the Sprint 20 milestone Jan 6, 2025
@Wendong-Fan Wendong-Fan linked an issue Jan 6, 2025 that may be closed by this pull request
2 tasks
@Wendong-Fan Wendong-Fan modified the milestones: Sprint 20, Sprint 19 Jan 6, 2025
@Wendong-Fan Wendong-Fan marked this pull request as ready for review January 6, 2025 15:36
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@Wendong-Fan Wendong-Fan merged commit 6026884 into master Jan 17, 2025
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@Wendong-Fan Wendong-Fan deleted the feat/structured_loader branch January 17, 2025 10:35
Asher-hss pushed a commit that referenced this pull request Jan 17, 2025
Co-authored-by: liuxukun2000 <xukunliu2025@u.northwestern.edu>
Co-authored-by: Xukun Liu <57486241+liuxukun2000@users.noreply.github.com>
Comment on lines +108 to +120
if isinstance(data, DataFrame):
return SmartDataframe(data, config=self.config)
file_path = str(data)
path = Path(file_path)
if not file_path.startswith("http") and not path.exists():
raise FileNotFoundError(f"File {file_path} not found")
if path.suffix in self.__LOADER:
return SmartDataframe(
self.__LOADER[path.suffix](file_path, *args, **kwargs), # type: ignore[operator]
config=self.config,
)
else:
raise ValueError(f"Unsupported file format: {path.suffix}")
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I think the loader is made for agent. We are not expect to use LLM to ask questions here. If we do want to use a chat method. Should we have at least a wrapper chat method if we want to use SmartDataframe from pandasai or we can add it into toolkit?

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[Feature Request] Structured data parsing
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