feat: enable agents to analyze S3 datasets with comprehensive data loader #343
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
- Add comprehensive S3 data loading tool for agents - Support 11 operations: describe, shape, columns, head, query, sample, info, unique, list_files, batch_load, compare - Support 6 file formats: CSV, Parquet, JSON, Excel, TSV, TXT with auto-detection - Include batch processing: multi-file operations, S3 listing, pattern matching - Add 29 unit tests with 100% pass rate and integration tests - Update dependencies: boto3, pandas, pyarrow, openpyxl - Add comprehensive documentation and usage examples - Performance optimized with pagination and limits - Ready for immediate impact on data-heavy agents
akash-satpute-comprinno
requested a deployment
to
manual-approval
GitHub Actions
Waiting
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Description
Comprehensive S3 data loader tool that enables agents to seamlessly work with S3-stored datasets. Solves the problem of
agents lacking streamlined access to S3 data analysis capabilities.
Key Features:
Related Issues
Documentation PR
Type of Change
New Tool
Testing
How have you tested the change?
hatch run prepareChecklist
By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.