Datasets:
Tasks:
Fill-Mask
Sub-tasks:
masked-language-modeling
Languages:
English
Size:
10M<n<100M
ArXiv:
License:
"""C4 dataset based on Common Crawl.""" | |
import gzip | |
import json | |
import datasets | |
try: | |
import lzma as xz | |
except ImportError: | |
import pylzma as xz | |
datasets.logging.set_verbosity_info() | |
logger = datasets.logging.get_logger(__name__) | |
_DESCRIPTION = """\ | |
A living legal dataset. | |
""" | |
_CITATION = """ | |
TODO | |
""" | |
_URL = "" | |
_DATA_URL = { | |
"r_legaladvice" : | |
{ | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.r_legaldvice.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.r_legaldvice.jsonl.xz"] | |
}, | |
"courtlistener_docket_entry_documents" : { | |
"train" : [ | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.courtlistenerdocketentries.0.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.courtlistenerdocketentries.1.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.courtlistenerdocketentries.2.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.courtlistenerdocketentries.3.jsonl.xz" | |
], | |
"validation" : [ | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.courtlistenerdocketentries.0.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.courtlistenerdocketentries.1.jsonl.xz" | |
] | |
}, | |
"atticus_contracts" : { | |
"train" : [ | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.atticus_contracts.0.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.atticus_contracts.1.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.atticus_contracts.2.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.atticus_contracts.3.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.atticus_contracts.4.jsonl.xz" | |
], | |
"validation" : [ | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.atticus_contracts.0.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.atticus_contracts.1.jsonl.xz" | |
] | |
}, | |
"courtlistener_opinions" : { | |
"train" : [ | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.courtlisteneropinions.0.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.courtlisteneropinions.1.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.courtlisteneropinions.2.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.courtlisteneropinions.3.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.courtlisteneropinions.4.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.courtlisteneropinions.5.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.courtlisteneropinions.6.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.courtlisteneropinions.7.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.courtlisteneropinions.8.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.courtlisteneropinions.9.jsonl.xz", | |
], | |
"validation" : [ | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.courtlisteneropinions.0.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.courtlisteneropinions.1.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.courtlisteneropinions.2.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.courtlisteneropinions.3.jsonl.xz" | |
] | |
}, | |
"federal_register" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.federal_register.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.federal_register.jsonl.xz"] | |
}, | |
"bva_opinions" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.bva.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.bva.jsonl.xz"] | |
}, | |
"us_bills" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.us_bills.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.us_bills.jsonl.xz"] | |
}, | |
"cc_casebooks" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.cc_casebooks.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.cc_casebooks.jsonl.xz"] | |
}, | |
"tos" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.tos.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.tos.jsonl.xz"] | |
}, | |
"euro_parl" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.euro_parl.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.euro_parl.jsonl.xz"] | |
}, | |
"nlrb_decisions" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.nlrb_decisions.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.nlrb_decisions.jsonl.xz"] | |
}, | |
"scotus_oral_arguments" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.scotus_oral.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.scotus_oral.jsonl.xz"] | |
}, | |
"cfr" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.cfr.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.cfr.jsonl.xz"] | |
}, | |
"state_codes" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.state_code.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.state_code.jsonl.xz"] | |
}, | |
"scotus_filings" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.scotus_docket_entries.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.scotus_docket_entries.jsonl.xz"] | |
}, | |
"bar_exam_outlines" : { | |
"train" : [ | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.stanfordbarexamoutlines.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.shajnfeldbarexamoutlines.jsonl.xz", | |
], | |
"validation" : [ | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.stanfordbarexamoutlines.jsonl.xz", | |
"https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.shajnfeldbarexamoutlines.jsonl.xz", | |
] | |
}, | |
"edgar" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.edgar.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.edgar.jsonl.xz"] | |
}, | |
"cfpb_creditcard_contracts" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.cfpb_cc.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.cfpb_cc.jsonl.xz"] | |
}, | |
"constitutions" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.constitutions.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.constitutions.jsonl.xz"] | |
}, | |
"congressional_hearings" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.congressional_hearings.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.congressional_hearings.jsonl.xz"] | |
}, | |
"oig" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.oig.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.oig.jsonl.xz"] | |
}, | |
"olc_memos" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.olcmemos.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.olcmemos.jsonl.xz"] | |
}, | |
"uscode" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.uscode.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.uscode.jsonl.xz"] | |
}, | |
"founding_docs" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.founding_docs.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.founding_docs.jsonl.xz"] | |
}, | |
"ftc_advisory_opinions" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.ftc_advisory_opinions.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.ftc_advisory_opinions.jsonl.xz"] | |
}, | |
"echr" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.echr.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.echr.jsonl.xz"] | |
}, | |
"eurlex" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.eurlex.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.eurlex.jsonl.xz"] | |
}, | |
"tax_rulings" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.taxrulings.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.taxrulings.jsonl.xz"] | |
}, | |
"un_debates" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.undebates.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.undebates.jsonl.xz"] | |
}, | |
"fre" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.fre.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.fre.jsonl.xz"] | |
}, | |
"frcp" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.frcp.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.frcp.jsonl.xz"] | |
}, | |
"canadian_decisions" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.canadian_decisions.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.canadian_decisions.jsonl.xz"] | |
}, | |
"eoir" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.eoir.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.eoir.jsonl.xz"] | |
}, | |
"dol_ecab" : { | |
"train" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/train.dol_ecab.jsonl.xz"], | |
"validation" : ["https://huggingface.co/datasets/pile-of-law/pile-of-law/resolve/main/data/validation.dol_ecab.jsonl.xz"] | |
} | |
} | |
_VARIANTS = ["all"] + list(_DATA_URL.keys()) | |
class PileOfLaw(datasets.GeneratorBasedBuilder): | |
"""TODO""" | |
BUILDER_CONFIGS = [datasets.BuilderConfig(name) for name in _VARIANTS] | |
def _info(self): | |
return datasets.DatasetInfo( | |
description=_DESCRIPTION, | |
features=datasets.Features( | |
{ | |
"text": datasets.Value("string"), | |
"created_timestamp": datasets.Value("string"), | |
"downloaded_timestamp": datasets.Value("string"), | |
"url": datasets.Value("string"), | |
} | |
), | |
supervised_keys=None, | |
homepage=_URL, | |
citation=_CITATION, | |
) | |
def _split_generators(self, dl_manager): | |
data_urls = {} | |
if self.config.name == "all": | |
data_sources = list(_DATA_URL.keys()) | |
else: | |
data_sources = [self.config.name] | |
for split in ["train", "validation"]: | |
data_urls[split] = [] | |
for source in data_sources: | |
for chunk in _DATA_URL[source][split]: | |
data_urls[split].append(chunk) | |
train_downloaded_files = dl_manager.download(data_urls["train"]) | |
validation_downloaded_files = dl_manager.download(data_urls["validation"]) | |
return [ | |
datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepaths": train_downloaded_files}), | |
datasets.SplitGenerator( | |
name=datasets.Split.VALIDATION, gen_kwargs={"filepaths": validation_downloaded_files} | |
), | |
] | |
def _generate_examples(self, filepaths): | |
"""This function returns the examples in the raw (text) form by iterating on all the files.""" | |
id_ = 0 | |
for filepath in filepaths: | |
logger.info("Generating examples from = %s", filepath) | |
try: | |
with xz.open(open(filepath, "rb"), "rt", encoding="utf-8") as f: | |
for line in f: | |
if line: | |
example = json.loads(line) | |
if example is not None and isinstance(example, dict): | |
yield id_, { | |
"text": example.get("text", ""), | |
"created_timestamp": example.get("created_timestamp", ""), | |
"downloaded_timestamp": example.get("downloaded_timestamp", ""), | |
"url": example.get("url", "") | |
} | |
id_ += 1 | |
except: | |
print("Error reading file:", filepath) | |