Commit
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0f27e65
1
Parent(s):
074aeed
Update dataset loading script
Browse files- big_patent.py +37 -28
big_patent.py
CHANGED
@@ -15,7 +15,6 @@
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# Lint as: python3
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"""BigPatent Dataset."""
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import glob
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import gzip
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import json
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import os
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@@ -53,12 +52,8 @@ There are two features:
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_LICENSE = "Creative Commons Attribution 4.0 International"
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"train": f"{_REPO}/train.zip",
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"validation": f"{_REPO}/val.zip",
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"test": f"{_REPO}/test.zip",
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}
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_DOCUMENT = "description"
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_SUMMARY = "abstract"
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@@ -78,38 +73,44 @@ _CPC_DESCRIPTION = {
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# Available versions:
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# 1.0.0 lower cased tokenized words.
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# 2.0.0 cased raw strings.
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# 2.1.
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# TODO Add raw string versions
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_VERSION = "1.
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class BigPatentConfig(datasets.BuilderConfig):
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"""BuilderConfig for BigPatent."""
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def __init__(self,
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"""BuilderConfig for BigPatent.
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Args:
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**kwargs: keyword arguments forwarded to super.
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"""
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class BigPatent(datasets.GeneratorBasedBuilder):
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"""BigPatent datasets."""
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BUILDER_CONFIGS = [
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BigPatentConfig(
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name="all",
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description="Patents under all categories.",
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),
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] + [
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BigPatentConfig(
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name=k,
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description=f"Patents under Cooperative Patent Classification (CPC) {k}: {v}",
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)
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for k, v in sorted(_CPC_DESCRIPTION.items())
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@@ -129,22 +130,30 @@ class BigPatent(datasets.GeneratorBasedBuilder):
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def _split_generators(self, dl_manager):
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"""Returns SplitGenerators."""
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return [
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datasets.SplitGenerator(
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name=split,
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gen_kwargs={"
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)
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for split in
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]
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def _generate_examples(self,
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"""Yields examples."""
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for
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with open(filename, "rb") as fin:
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fin = gzip.GzipFile(fileobj=fin)
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for row in fin:
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json_obj = json.loads(row)
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# Lint as: python3
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"""BigPatent Dataset."""
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import gzip
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import json
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import os
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_LICENSE = "Creative Commons Attribution 4.0 International"
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_SPLIT_NAMES = {datasets.Split.TRAIN: "train", datasets.Split.VALIDATION: "val", datasets.Split.TEST: "test"}
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_URL = "data/{version}/{split_name}.zip"
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_DOCUMENT = "description"
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_SUMMARY = "abstract"
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# Available versions:
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# 1.0.0 lower cased tokenized words.
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# 2.0.0 cased raw strings.
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# 2.1.2 cased raw strings (fixed).
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_VERSION = "2.1.2"
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class BigPatentConfig(datasets.BuilderConfig):
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"""BuilderConfig for BigPatent."""
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def __init__(self, codes="all", version=_VERSION, **kwargs):
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"""BuilderConfig for BigPatent.
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Args:
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codes (str or list, default 'all'): CPC codes. Either 'all' or a combination
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of {'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'y'}.
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**kwargs: keyword arguments forwarded to super.
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"""
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if isinstance(codes, str):
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codes = [codes]
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name = "+".join(codes)
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if name == "all":
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codes = list(_CPC_DESCRIPTION)
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if version != _VERSION:
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name = f"{name}-{version}"
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super().__init__(name=name, version=version, **kwargs)
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self.codes = codes
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class BigPatent(datasets.GeneratorBasedBuilder):
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"""BigPatent datasets."""
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BUILDER_CONFIG_CLASS = BigPatentConfig
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BUILDER_CONFIGS = [
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BigPatentConfig(
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codes="all",
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description="Patents under all categories.",
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),
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] + [
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BigPatentConfig(
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codes=k,
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description=f"Patents under Cooperative Patent Classification (CPC) {k}: {v}",
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)
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for k, v in sorted(_CPC_DESCRIPTION.items())
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def _split_generators(self, dl_manager):
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"""Returns SplitGenerators."""
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urls = {
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split: _URL.format(version=self.config.version, split_name=split_name)
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for split, split_name in _SPLIT_NAMES.items()
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}
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dl_paths = dl_manager.download_and_extract(urls)
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paths = {
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split: [
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dl_manager.iter_files(os.path.join(dl_paths[split], split_name, code)) for code in self.config.codes
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]
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for split, split_name in _SPLIT_NAMES.items()
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}
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return [
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datasets.SplitGenerator(
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name=split,
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gen_kwargs={"paths": paths[split]},
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)
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for split in _SPLIT_NAMES
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]
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def _generate_examples(self, paths=None):
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"""Yields examples."""
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for paths_per_code in paths:
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for path in paths_per_code:
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with open(path, "rb") as fin:
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fin = gzip.GzipFile(fileobj=fin)
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for row in fin:
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json_obj = json.loads(row)
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