Datasets:
Tasks:
Text Classification
Modalities:
Text
Sub-tasks:
multi-class-classification
Size:
100K - 1M
License:
Commit
·
955b11b
1
Parent(s):
0375da2
Update parquet files
Browse files
.gitattributes
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*.7z filter=lfs diff=lfs merge=lfs -text
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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# Audio files - uncompressed
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*.pcm filter=lfs diff=lfs merge=lfs -text
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*.sam filter=lfs diff=lfs merge=lfs -text
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*.raw filter=lfs diff=lfs merge=lfs -text
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# Audio files - compressed
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*.ogg filter=lfs diff=lfs merge=lfs -text
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*.wav filter=lfs diff=lfs merge=lfs -text
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Jemma_Properties_Methods_CMPX__Huggingface_Dataset_TRAIN.csv filter=lfs diff=lfs merge=lfs -text
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Jemma_Properties_Methods_CMPX__Huggingface_Dataset_TEST.csv filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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language:
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- java
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license:
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- mit
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multilinguality:
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- monolingual
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pretty_name:
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- java-cmpx
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size_categories:
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- unknown
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source_datasets: []
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task_categories:
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- text-classification
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task_ids:
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- multi-class-classification
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---
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Jemma_Properties_Methods_CMPX__Huggingface_Dataset_TEST.csv → default/java-cmpx-test.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:199df11a1ffa194afe85e6e421eab1ea25039cedeeba6567c08751addad7dc5b
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size 20080965
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Jemma_Properties_Methods_CMPX__Huggingface_Dataset_TRAIN.csv → default/java-cmpx-train.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:c6817a6140f2f544101ff2baca25efdcf66edc8a181f7ec74b0674940fd68aea
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size 84099203
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java-cmpx.py
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import os
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import sys
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import csv
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import datasets
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csv.field_size_limit(sys.maxsize)
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_DESCRIPTION = "JEMMA Java CMPX"
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_CITATION = "NOT AVAILABLE"
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_HOMEPAGE = "NOT AVAILABLE"
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_LICENSE = "MIT"
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_BASE_TRAIN_FILE_URL = "https://huggingface.co/datasets/giganticode/java-cmpx/resolve/main/Jemma_Properties_Methods_CMPX__Huggingface_Dataset_TRAIN.csv"
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_BASE_TEST_FILE_URL = "https://huggingface.co/datasets/giganticode/java-cmpx/resolve/main/Jemma_Properties_Methods_CMPX__Huggingface_Dataset_TEST.csv"
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_URLS = {
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"train": _BASE_TRAIN_FILE_URL,
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"test": _BASE_TEST_FILE_URL
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}
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class JavaCMPX(datasets.GeneratorBasedBuilder):
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"""Java CMPX"""
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def _info(self):
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"""Returns Info"""
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=datasets.Features(
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{
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"method_id": datasets.Value("string"),
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"cyclomatic_complexity": datasets.Value("int32"),
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"method_text": datasets.Value("string")
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}
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),
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homepage=_HOMEPAGE,
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license=_LICENSE,
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citation=_CITATION,
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)
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def _split_generators(self, dl_manager):
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"""Returns SplitGenerators"""
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data_file = dl_manager.download(_URLS)
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return [
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datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": data_file["train"]}),
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datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": data_file["test"]}),
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]
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def _generate_examples(self, filepath):
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"""Yields Examples"""
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with open(filepath, encoding="utf-8") as f:
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reader = csv.reader(f)
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for id_, row in enumerate(reader):
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if id_ == 0:
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continue
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yield id_, {
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"method_id": row[0],
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"cyclomatic_complexity": row[1],
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"method_text": row[2],
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}
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