Matej Klemen
commited on
Commit
·
9bbe4fa
1
Parent(s):
b2bdc31
Add option to choose between a sentence-level dataset and a document-level dataset
Browse files- dataset_infos.json +1 -1
- solar3.py +100 -6
dataset_infos.json
CHANGED
@@ -1 +1 @@
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{"default": {"description": "\u0160olar is a developmental corpus of 5485 school texts (e.g., essays), written by students in Slovenian secondary schools \n(age 15-19) and pupils in the 7th-9th grade of primary school (13-15), with a small percentage also from the 6th grade. \nPart of the corpus (2,094 texts) is annotated with teachers' corrections using a system of labels described in the \ndocument available at https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Smernice-za-oznacevanje-korpusa-Solar_V1.1.pdf (in Slovenian).\n", "citation": "@misc{solar3.0,\n title = {Developmental corpus {\u000b S}olar 3.0},\n author = {Arhar Holdt, {\u000b S}pela and Rozman, Tadeja and Stritar Ku{\u000b c}uk, Mojca and Krek, Simon and Krap{\u000b s} Vodopivec, Irena and Stabej, Marko and Pori, Eva and Goli, Teja and Lavri{\u000b c}, Polona and Laskowski, Cyprian and Kocjan{\u000b c}i{\u000b c}, Polonca and Klemenc, Bojan and Krsnik, Luka and Kosem, Iztok},\n url = {http://hdl.handle.net/11356/1589},\n note = {Slovenian language resource repository {CLARIN}.{SI}},\n year = {2022}\n}\n", "homepage": "http://hdl.handle.net/11356/1589", "license": "Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)", "features": {"id_doc": {"dtype": "string", "id": null, "_type": "Value"}, "doc_title": {"dtype": "string", "id": null, "_type": "Value"}, "is_manually_validated": {"dtype": "bool", "id": null, "_type": "Value"}, "id_src_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "src_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "id_tgt_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "tgt_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "corrections": [{"idx_src": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "idx_tgt": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "corr_types": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}]}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "solar3", "config_name": "default", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 120154479, "num_examples": 125867, "dataset_name": "solar3"}}, "download_checksums": {"https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Solar.TEI.zip": {"num_bytes": 99287852, "checksum": "188945c90c663cc34c77c6aefd40357b60b88436b3d9fd53f24304c927ac1cbf"}}, "download_size": 99287852, "post_processing_size": null, "dataset_size": 120154479, "size_in_bytes": 219442331}}
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{"default": {"description": "\u0160olar is a developmental corpus of 5485 school texts (e.g., essays), written by students in Slovenian secondary schools \n(age 15-19) and pupils in the 7th-9th grade of primary school (13-15), with a small percentage also from the 6th grade. \nPart of the corpus (2,094 texts) is annotated with teachers' corrections using a system of labels described in the \ndocument available at https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Smernice-za-oznacevanje-korpusa-Solar_V1.1.pdf (in Slovenian).\n", "citation": "@misc{solar3.0,\n title = {Developmental corpus {\u000b S}olar 3.0},\n author = {Arhar Holdt, {\u000b S}pela and Rozman, Tadeja and Stritar Ku{\u000b c}uk, Mojca and Krek, Simon and Krap{\u000b s} Vodopivec, Irena and Stabej, Marko and Pori, Eva and Goli, Teja and Lavri{\u000b c}, Polona and Laskowski, Cyprian and Kocjan{\u000b c}i{\u000b c}, Polonca and Klemenc, Bojan and Krsnik, Luka and Kosem, Iztok},\n url = {http://hdl.handle.net/11356/1589},\n note = {Slovenian language resource repository {CLARIN}.{SI}},\n year = {2022}\n}\n", "homepage": "http://hdl.handle.net/11356/1589", "license": "Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)", "features": {"id_doc": {"dtype": "string", "id": null, "_type": "Value"}, "doc_title": {"dtype": "string", "id": null, "_type": "Value"}, "is_manually_validated": {"dtype": "bool", "id": null, "_type": "Value"}, "id_src_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "src_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "id_tgt_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "tgt_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "corrections": [{"idx_src": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "idx_tgt": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "corr_types": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}]}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "solar3", "config_name": "default", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 120154479, "num_examples": 125867, "dataset_name": "solar3"}}, "download_checksums": {"https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Solar.TEI.zip": {"num_bytes": 99287852, "checksum": "188945c90c663cc34c77c6aefd40357b60b88436b3d9fd53f24304c927ac1cbf"}}, "download_size": 99287852, "post_processing_size": null, "dataset_size": 120154479, "size_in_bytes": 219442331}, "sentence_level": {"description": "\u0160olar is a developmental corpus of 5485 school texts (e.g., essays), written by students in Slovenian secondary schools \n(age 15-19) and pupils in the 7th-9th grade of primary school (13-15), with a small percentage also from the 6th grade. \nPart of the corpus (1516 texts) is annotated with teachers' corrections using a system of labels described in the \ndocument available at https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Smernice-za-oznacevanje-korpusa-Solar_V1.1.pdf (in Slovenian).\n", "citation": "@misc{solar3.0,\n title = {Developmental corpus {\u000b S}olar 3.0},\n author = {Arhar Holdt, {\u000b S}pela and Rozman, Tadeja and Stritar Ku{\u000b c}uk, Mojca and Krek, Simon and Krap{\u000b s} Vodopivec, Irena and Stabej, Marko and Pori, Eva and Goli, Teja and Lavri{\u000b c}, Polona and Laskowski, Cyprian and Kocjan{\u000b c}i{\u000b c}, Polonca and Klemenc, Bojan and Krsnik, Luka and Kosem, Iztok},\n url = {http://hdl.handle.net/11356/1589},\n note = {Slovenian language resource repository {CLARIN}.{SI}},\n year = {2022}\n}\n", "homepage": "http://hdl.handle.net/11356/1589", "license": "Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)", "features": {"id_doc": {"dtype": "string", "id": null, "_type": "Value"}, "doc_title": {"dtype": "string", "id": null, "_type": "Value"}, "is_manually_validated": {"dtype": "bool", "id": null, "_type": "Value"}, "src_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "tgt_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "corrections": [{"idx_src": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "idx_tgt": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "corr_types": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}]}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "solar3", "config_name": "sentence_level", "version": {"version_str": "3.0.1", "description": null, "major": 3, "minor": 0, "patch": 1}, "splits": {"train": {"name": "train", "num_bytes": 41032273, "num_examples": 125867, "dataset_name": "solar3"}}, "download_checksums": {"https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Solar.TEI.zip": {"num_bytes": 99287852, "checksum": "188945c90c663cc34c77c6aefd40357b60b88436b3d9fd53f24304c927ac1cbf"}}, "download_size": 99287852, "post_processing_size": null, "dataset_size": 41032273, "size_in_bytes": 140320125}, "document_level": {"description": "\u0160olar is a developmental corpus of 5485 school texts (e.g., essays), written by students in Slovenian secondary schools \n(age 15-19) and pupils in the 7th-9th grade of primary school (13-15), with a small percentage also from the 6th grade. \nPart of the corpus (1516 texts) is annotated with teachers' corrections using a system of labels described in the \ndocument available at https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Smernice-za-oznacevanje-korpusa-Solar_V1.1.pdf (in Slovenian).\n", "citation": "@misc{solar3.0,\n title = {Developmental corpus {\u000b S}olar 3.0},\n author = {Arhar Holdt, {\u000b S}pela and Rozman, Tadeja and Stritar Ku{\u000b c}uk, Mojca and Krek, Simon and Krap{\u000b s} Vodopivec, Irena and Stabej, Marko and Pori, Eva and Goli, Teja and Lavri{\u000b c}, Polona and Laskowski, Cyprian and Kocjan{\u000b c}i{\u000b c}, Polonca and Klemenc, Bojan and Krsnik, Luka and Kosem, Iztok},\n url = {http://hdl.handle.net/11356/1589},\n note = {Slovenian language resource repository {CLARIN}.{SI}},\n year = {2022}\n}\n", "homepage": "http://hdl.handle.net/11356/1589", "license": "Creative Commons - Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)", "features": {"id_doc": {"dtype": "string", "id": null, "_type": "Value"}, "doc_title": {"dtype": "string", "id": null, "_type": "Value"}, "is_manually_validated": {"dtype": "bool", "id": null, "_type": "Value"}, "src_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "tgt_tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "corrections": [{"idx_src": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "idx_tgt": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "corr_types": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}]}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "solar3", "config_name": "document_level", "version": {"version_str": "3.0.1", "description": null, "major": 3, "minor": 0, "patch": 1}, "splits": {"train": {"name": "train", "num_bytes": 33456666, "num_examples": 5485, "dataset_name": "solar3"}}, "download_checksums": {"https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Solar.TEI.zip": {"num_bytes": 99287852, "checksum": "188945c90c663cc34c77c6aefd40357b60b88436b3d9fd53f24304c927ac1cbf"}}, "download_size": 99287852, "post_processing_size": null, "dataset_size": 33456666, "size_in_bytes": 132744518}}
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solar3.py
CHANGED
@@ -2,6 +2,7 @@ import logging
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import os
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import re
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import xml.etree.ElementTree as ET
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from typing import Optional
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import datasets
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_DESCRIPTION = """\
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Šolar is a developmental corpus of 5485 school texts (e.g., essays), written by students in Slovenian secondary schools
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(age 15-19) and pupils in the 7th-9th grade of primary school (13-15), with a small percentage also from the 6th grade.
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-
Part of the corpus (
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document available at https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Smernice-za-oznacevanje-korpusa-Solar_V1.1.pdf (in Slovenian).
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"""
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"""Šolar is a developmental corpus of school texts (e.g., essays), annotated with metadata and (partially)
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with teachers' corrections. """
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VERSION = datasets.Version("3.0.
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def _info(self):
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features = datasets.Features(
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"id_doc": datasets.Value("string"),
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"doc_title": datasets.Value("string"),
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"is_manually_validated": datasets.Value("bool"),
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"id_src_tokens": datasets.Sequence(datasets.Value("string")),
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"src_tokens": datasets.Sequence(datasets.Value("string")),
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"id_tgt_tokens": datasets.Sequence(datasets.Value("string")),
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"tgt_tokens": datasets.Sequence(datasets.Value("string")),
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"corrections": [
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{
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)
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]
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-
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source_data = read_data(source_path)
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target_data = read_data(target_path)
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NAMESPACE = namespace(root)
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for idx_corr, corrected_sent in enumerate(root.iterfind(f"{NAMESPACE}linkGrp")):
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-
involved_sents = corrected_sent.attrib["corresp"].split(" ")
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# Involved sentences according to the IDs of token mappings - 'corresp' does not list all of them!
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# (possible bug in data)
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involved_src_sents, involved_tgt_sents = find_involved_sents(corrected_sent)
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"tgt_tokens": tgt_sent_data.get("form", []),
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"corrections": corr_data
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}
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import os
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import re
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import xml.etree.ElementTree as ET
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+
from itertools import groupby
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from typing import Optional
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import datasets
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_DESCRIPTION = """\
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Šolar is a developmental corpus of 5485 school texts (e.g., essays), written by students in Slovenian secondary schools
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(age 15-19) and pupils in the 7th-9th grade of primary school (13-15), with a small percentage also from the 6th grade.
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Part of the corpus (1516 texts) is annotated with teachers' corrections using a system of labels described in the
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document available at https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1589/Smernice-za-oznacevanje-korpusa-Solar_V1.1.pdf (in Slovenian).
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"""
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"""Šolar is a developmental corpus of school texts (e.g., essays), annotated with metadata and (partially)
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with teachers' corrections. """
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VERSION = datasets.Version("3.0.1")
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+
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BUILDER_CONFIGS = [
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datasets.BuilderConfig(name="sentence_level", version=VERSION,
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description="Annotations at sentence-level."),
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datasets.BuilderConfig(name="document_level", version=VERSION,
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description="Annotations at document-level."),
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]
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DEFAULT_CONFIG_NAME = "sentence_level" # default = annotations as provided in the original data
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def _info(self):
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features = datasets.Features(
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"id_doc": datasets.Value("string"),
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"doc_title": datasets.Value("string"),
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"is_manually_validated": datasets.Value("bool"),
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"src_tokens": datasets.Sequence(datasets.Value("string")),
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"tgt_tokens": datasets.Sequence(datasets.Value("string")),
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"corrections": [
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{
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)
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]
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@staticmethod
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def generate_sentences(source_path, target_path, links_path):
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source_data = read_data(source_path)
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target_data = read_data(target_path)
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NAMESPACE = namespace(root)
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for idx_corr, corrected_sent in enumerate(root.iterfind(f"{NAMESPACE}linkGrp")):
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# Involved sentences according to the IDs of token mappings - 'corresp' does not list all of them!
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# (possible bug in data)
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involved_src_sents, involved_tgt_sents = find_involved_sents(corrected_sent)
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"tgt_tokens": tgt_sent_data.get("form", []),
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"corrections": corr_data
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}
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+
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@staticmethod
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def aggregate_docs(sent_level_data):
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# NOTE: assuming here that `sent_level_data` is pre-sorted by id_doc, which is done in the raw data
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for idx_doc, (curr_id, curr_group) in enumerate(groupby(sent_level_data, key=lambda tup: tup[1]["id_doc"])):
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curr_instances = map(lambda tup: tup[1], curr_group) # remove the redundant index info from datasets
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src_tokens, tgt_tokens, mapped_corrections = [], [], []
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seen_src_tokens, seen_tgt_tokens = {}, {}
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# Need to keep the current base position of source and target tokens AND previous base position:
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# A source may map into multiple targets (or vice versa), but we do not want to write it twice in a doc.
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# Therefore, when the same sentence is encountered twice, the base is shifted to the previous one to map
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# the indices of corrected tokens correctly.
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src_base, tgt_base = 0, 0
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prev_src_base, prev_tgt_base = 0, 0
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doc_title, is_validated = None, None
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for curr_inst in curr_instances:
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doc_title, is_validated = curr_inst["doc_title"], curr_inst["is_manually_validated"]
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id_src_toks, id_tgt_toks = curr_inst["id_src_tokens"], curr_inst["id_tgt_tokens"]
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curr_src_toks, curr_tgt_toks = curr_inst["src_tokens"], curr_inst["tgt_tokens"]
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curr_corrs = curr_inst["corrections"]
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num_added_src, num_added_tgt = 0, 0
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for id_tok, tok in zip(id_src_toks, curr_src_toks):
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if id_tok not in seen_src_tokens:
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src_tokens.append(tok)
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seen_src_tokens[id_tok] = tok
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num_added_src += 1
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for id_tok, tok in zip(id_tgt_toks, curr_tgt_toks):
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if id_tok not in seen_tgt_tokens:
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tgt_tokens.append(tok)
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seen_tgt_tokens[id_tok] = tok
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num_added_tgt += 1
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if num_added_src == 0:
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src_base, prev_src_base = prev_src_base, src_base
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if num_added_tgt == 0:
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tgt_base, prev_tgt_base = prev_tgt_base, tgt_base
|
314 |
+
|
315 |
+
for corr in curr_corrs:
|
316 |
+
mapped_corrections.append({
|
317 |
+
"idx_src": list(map(lambda _i: src_base + _i, corr["idx_src"])),
|
318 |
+
"idx_tgt": list(map(lambda _i: tgt_base + _i, corr["idx_tgt"])),
|
319 |
+
"corr_types": corr["corr_types"]
|
320 |
+
})
|
321 |
+
|
322 |
+
# TODO: sanity check
|
323 |
+
for _idx_src in mapped_corrections[-1]["idx_src"]:
|
324 |
+
if _idx_src >= len(src_tokens):
|
325 |
+
raise ValueError
|
326 |
+
|
327 |
+
for _idx_tgt in mapped_corrections[-1]["idx_tgt"]:
|
328 |
+
if _idx_tgt >= len(tgt_tokens):
|
329 |
+
raise ValueError
|
330 |
+
|
331 |
+
src_base += num_added_src
|
332 |
+
tgt_base += num_added_tgt
|
333 |
+
|
334 |
+
if num_added_src == 0:
|
335 |
+
src_base, prev_src_base = prev_src_base, src_base
|
336 |
+
|
337 |
+
if num_added_tgt == 0:
|
338 |
+
tgt_base, prev_tgt_base = prev_tgt_base, tgt_base
|
339 |
+
|
340 |
+
yield idx_doc, {
|
341 |
+
"id_doc": curr_id,
|
342 |
+
"doc_title": doc_title,
|
343 |
+
"is_manually_validated": is_validated,
|
344 |
+
"src_tokens": src_tokens,
|
345 |
+
"tgt_tokens": tgt_tokens,
|
346 |
+
"corrections": mapped_corrections
|
347 |
+
}
|
348 |
+
|
349 |
+
def _generate_examples(self, source_path, target_path, links_path):
|
350 |
+
sent_level_data = list(Solar3.generate_sentences(source_path, target_path, links_path))
|
351 |
+
|
352 |
+
if self.config.name == "sentence_level":
|
353 |
+
# Remove IDs that are only useful for aggregating the document-level data
|
354 |
+
for i, instance in sent_level_data:
|
355 |
+
yield i, {_k: _v for _k, _v in instance.items() if _k not in {"id_src_tokens", "id_tgt_tokens"}}
|
356 |
+
else:
|
357 |
+
yield from list(Solar3.aggregate_docs(sent_level_data))
|