Add progress_format support for machine-readable progress output #7920
+89
−2
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Summary
Adds support to , enabling machine-readable JSON progress output similar to huggingface/tokenizers#1921.
Motivation
When using
datasetsin automated pipelines or UI applications, it's useful to emit machine-readable progress instead of ANSI progress bars. This PR adds the sameprogress_formatoption that was implemented in tokenizers.Changes
New Functions
set_progress_format(format: str): Set global progress formatget_progress_format() -> str: Get current progress formatSupported Formats
JSON Format
When
progress_format="json", emits JSON every 5% progress change or completion:{"stage":"Processing","current":50,"total":100,"percent":50.0}Usage Example
Implementation Details
io.StringIO()when format is "json"disable=True)datasets.utilsCross-Reference
This implementation mirrors the approach from:
Testing
Tested with:
Checklist
datasets.utils.tqdmdatasets.utils.__init__