gsarti commited on
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7a68b6c
1 Parent(s): 9dd38b0

Delete prepare_corpus.py

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  1. prepare_corpus.py +0 -124
prepare_corpus.py DELETED
@@ -1,124 +0,0 @@
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- import argparse
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- import os
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- import xmltodict
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- import glob
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-
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-
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- def extract_train(train_inp, train_out, docids_out=None):
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- with open(train_inp, "r", encoding="utf-8") as f:
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- all_docs = f.read()
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- docs_xml = [f"{d}</doc>" for d in all_docs.split("</doc>")[:-1]]
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- docs = [xmltodict.parse(doc) for doc in docs_xml]
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-
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- train_out_f = open(train_out, "w", encoding="utf-8")
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- if docids_out is not None:
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- docids_out_f = open(docids_out, "w", encoding="utf-8")
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-
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- for doc in docs:
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- if "#text" not in doc["doc"]:
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- continue
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- doc_id = doc["doc"]["@docid"]
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- for line in doc["doc"]["#text"].split("\n"):
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- print(line.strip(), file=train_out_f)
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- if docids_out is not None:
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- print(doc_id, file=docids_out_f)
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-
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-
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- def extract_eval(eval_inp, eval_out, docids_out=None):
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- with open(eval_inp, "r", encoding="utf-8") as f:
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- all_docs = f.read()
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- docs_xml = xmltodict.parse(all_docs)
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- docs = (
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- docs_xml["mteval"]["srcset"]["doc"]
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- if "srcset" in docs_xml["mteval"]
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- else docs_xml["mteval"]["refset"]["doc"]
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- )
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-
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- eval_out_f = open(eval_out, "a")
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- if docids_out is not None:
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- docids_out_f = open(docids_out, "a")
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-
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- for doc in docs:
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- doc_id = doc["@docid"]
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- if not doc["seg"]:
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- continue
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- for seg in doc["seg"]:
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- line = seg["#text"]
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- print(line.strip(), file=eval_out_f)
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- if docids_out is not None:
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- print(doc_id, file=docids_out_f)
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-
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-
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- if __name__ == "__main__":
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- parser = argparse.ArgumentParser("parser for iwslt2017 data")
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-
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- parser.add_argument("raw_data")
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- parser.add_argument("out_data")
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- parser.add_argument("-s", "--source-lang", required=True, type=str)
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- parser.add_argument("-t", "--target-lang", required=True, type=str)
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- parser.add_argument(
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- "--devsets", nargs="*", default=["tst2011", "tst2012", "tst2013", "tst2014"]
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- )
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- parser.add_argument("--testsets", nargs="*", default=["tst2015"])
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- args = parser.parse_args()
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-
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- first_l = (
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- args.source_lang
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- if glob.glob(f"{args.raw_data}/*.{args.source_lang}-{args.target_lang}.*")
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- else args.target_lang
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- )
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- second_l = (
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- args.target_lang
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- if glob.glob(f"{args.raw_data}/*.{args.source_lang}-{args.target_lang}.*")
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- else args.source_lang
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- )
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-
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- train_inp_prefix = os.path.join(args.raw_data, f"train.tags.{first_l}-{second_l}")
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- train_out_prefix = os.path.join(
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- args.out_data, f"train.{args.source_lang}-{args.target_lang}"
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- )
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- extract_train(
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- f"{train_inp_prefix}.{args.source_lang}",
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- f"{train_out_prefix}.{args.source_lang}",
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- docids_out=f"{train_out_prefix}.docids",
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- )
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- extract_train(
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- f"{train_inp_prefix}.{args.target_lang}",
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- f"{train_out_prefix}.{args.target_lang}",
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- )
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-
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- # generate valid set based on devsets paseed
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- valid_out_prefix = os.path.join(
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- args.out_data, f"valid.{args.source_lang}-{args.target_lang}"
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- )
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- for devset in args.devsets:
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- valid_inp_prefix = os.path.join(
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- args.raw_data, f"IWSLT17.TED.{devset}.{first_l}-{second_l}"
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- )
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- extract_eval(
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- f"{valid_inp_prefix}.{args.source_lang}.xml",
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- f"{valid_out_prefix}.{args.source_lang}",
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- docids_out=f"{valid_out_prefix}.docids",
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- )
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- extract_eval(
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- f"{valid_inp_prefix}.{args.target_lang}.xml",
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- f"{valid_out_prefix}.{args.target_lang}",
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- )
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-
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- # generate test set based on testsets paseed
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- test_out_prefix = os.path.join(
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- args.out_data, f"test.{args.source_lang}-{args.target_lang}"
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- )
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- for testset in args.testsets:
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- test_inp_prefix = os.path.join(
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- args.raw_data, f"IWSLT17.TED.{testset}.{first_l}-{second_l}"
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- )
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- extract_eval(
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- f"{test_inp_prefix}.{args.source_lang}.xml",
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- f"{test_out_prefix}.{args.source_lang}",
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- docids_out=f"{test_out_prefix}.docids",
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- )
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- extract_eval(
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- f"{test_inp_prefix}.{args.target_lang}.xml",
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- f"{test_out_prefix}.{args.target_lang}",
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- )