Implement "replace" transformation in Field operation module#879
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sebschu wants to merge 9 commits intomlcommons:mainfrom
Open
Implement "replace" transformation in Field operation module#879sebschu wants to merge 9 commits intomlcommons:mainfrom
sebschu wants to merge 9 commits intomlcommons:mainfrom
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Implements correct functionality for "replace" attirbute in mlc.Transform. It takes a string of the form "pattern/replacement" and peforms re.sub with `pattern` and `replacement`. Slashes can be escaped using a backslash, e.g, "my\/path/your\/path".
Implements correct functionality for "replace" attirbute in mlc.Transform. It takes a string of the form "pattern/replacement" and peforms re.sub with `pattern` and `replacement`. Slashes can be escaped using a backslash, e.g, "my\/path/your\/path".
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MLCommons CLA bot All contributors have signed the MLCommons CLA ✍️ ✅ |
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I added my GitHub ID when signing up for the newsletter. Please let me know if there is anything else I have to do to sign the CLA. |
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Hi @sebschu , thank you for your contribution! |
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recheck |
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Could you please also add details on this transformation to the new 1.1 specs? Thank you! |
ccl-core
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May 27, 2025
python/mlcroissant/mlcroissant/_src/operation_graph/operations/field.py
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ccl-core
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May 27, 2025
Contributor
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Thank you! Looks great, and it seems that the CLA check passes now :) |
Author
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I fixed the two issues and added a brief description to the 1.1 specs draft. |
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The "replace" transformation is currently not implemented. This is an implementation that allows users to specify a string of the form
pattern/replacementto replace substitutereplacementforpattern. In the background it runsre.sub, so match groups can be included in the replacement string.Slashes can be escaped using a backslash, e.g,
my\/path/your\/pathto replacemy/pathwithyour/path.Functional tests are implemented in
python/mlcroissant/mlcroissant/_src/operation_graph/operations/field_test.py.I followed the syntax of
python/mlcroissant/mlcroissant/_src/structure_graph/nodes/source_test.py#L19for the replacement string.