up all

de_head_0000_2015-48.txt.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07d753f6a078ca3274a5b08620118a043597a25f71021ab8b28185322fc7ee52
+size 1229259841

german_common_crawl.py

@@ -0,0 +1,243 @@
+# coding=utf-8
+# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""German Common Crawl"""
+
+from __future__ import absolute_import, division, print_function
+
+import os
+
+import datasets
+
+
+# Find for instance the citation on arxiv or on the dataset repo/website
+_CITATION = """\
+@inproceedings{wenzek2020ccnet,
+  title={CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data},
+  author={Wenzek, Guillaume and Lachaux, Marie-Anne and Conneau, Alexis and Chaudhary, Vishrav and Guzm{\'a}n, Francisco and Joulin, Armand and Grave, {\'E}douard},
+  booktitle={Proceedings of The 12th Language Resources and Evaluation Conference},
+  pages={4003--4012},
+  year={2020}
+}
+"""
+
+_DESCRIPTION = """\
+German Only Extract from Common Crawl
+
+This Dataset is for pretraining a German Language Model (Unsupervised) or tune a Multilingual Model specifically to German 
+"""
+
+_URL_FIRST = [
+    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0000_2015-48.txt.gz",
+]
+
+_URL_HEAD = [
+    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0000_2015-48.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0000_2016-18.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0000_2016-44.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0000_2017-13.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0000_2017-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0000_2017-39.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0000_2017-51.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0000_2018-09.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0000_2018-17.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0000_2018-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0000_2018-39.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0000_2018-51.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0000_2019-18.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0000_2019-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0000_2019-47.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0000_2020-10.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0001_2016-44.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0001_2017-13.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0001_2017-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0001_2017-39.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0001_2017-51.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0001_2018-09.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0001_2018-17.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0001_2018-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0001_2018-39.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0001_2018-51.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0001_2019-09.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0001_2019-18.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0001_2019-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0001_2019-47.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0001_2020-10.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0002_2016-44.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0002_2017-13.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0002_2017-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0002_2017-39.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0002_2017-51.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0002_2018-09.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0002_2018-17.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0002_2018-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0002_2018-39.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0002_2018-51.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0002_2019-09.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0002_2019-18.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0002_2019-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0002_2019-47.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0002_2020-10.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0003_2016-44.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0003_2017-13.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0003_2017-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0003_2017-39.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0003_2017-51.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0003_2018-09.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0003_2018-17.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0003_2018-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0003_2018-39.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0003_2018-51.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0003_2019-09.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0003_2019-18.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0003_2019-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0003_2019-47.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0003_2020-10.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0004_2016-44.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0004_2017-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0004_2017-39.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0004_2017-51.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0004_2018-09.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0004_2018-17.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0004_2018-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0004_2018-39.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0004_2018-51.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0004_2019-09.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0004_2019-18.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0004_2019-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0004_2019-47.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0004_2020-10.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0005_2017-51.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0005_2018-09.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0005_2018-17.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0005_2018-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0005_2018-39.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0005_2018-51.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0005_2019-09.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0005_2019-18.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0005_2019-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0005_2019-47.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0005_2020-10.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0006_2018-09.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0006_2018-17.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0006_2018-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0006_2018-39.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0006_2018-51.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0006_2019-09.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0006_2019-18.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0006_2019-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0006_2019-47.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0006_2020-10.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0007_2018-30.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0007_2018-51.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0007_2019-09.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0007_2019-18.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0007_2019-47.txt.gz",
+#    "https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/flax-community/german_common_crawl/de_head_0007_2020-10.txt.gz",
+]
+
+class GermanCommonCrawl(datasets.GeneratorBasedBuilder):
+    """TODO: Short description of my dataset."""
+
+    VERSION = datasets.Version("1.1.0")
+
+
+    BUILDER_CONFIGS = [
+        datasets.BuilderConfig(name="first", version=VERSION, description="Only the first data file"),
+        datasets.BuilderConfig(name="head", version=VERSION, description="Only the head data"),
+#        datasets.BuilderConfig(name="middle", version=VERSION, description="Only the website text without metadata"),
+#        datasets.BuilderConfig(name="all", version=VERSION, description="Only the website text without metadata"),
+    ]
+
+    def _info(self):
+        import ipdb; ipdb.set_trace()
+        if self.config.name == "data_only":  # This is the name of the configuration selected in BUILDER_CONFIGS above 
+            features = datasets.Features(
+                {
+                    "raw_content": datasets.Value("string"),
+                }
+            )
+        else:  # This is an example to show how to have different features for "first_domain" and "second_domain"
+            features = datasets.Features(
+                {
+                    "text": datasets.Value("string"),
+                    "url": datasets.Value("string"),
+                    "digest": datasets.Value("string"),
+                    "length": datasets.Value("int32"), 
+                    "nlines": datasets.Value("int32"),
+                    "source_domain": datasets.Value("string"), 
+                    "title": datasets.Value("string"), 
+                    "raw_content": datasets.Value("string"),
+                    "cc_segment": datasets.Value("string"),
+                    "original_nlines": datasets.Value("int32"), 
+                    "original_length": datasets.Value("int32"),
+                    "language": datasets.Value("string"),
+                    "perplexity": datasets.Value("int32"),
+                    "bucket": datasets.Value("int32"),
+                    
+                }
+            )
+        return datasets.DatasetInfo(
+            # This is the description that will appear on the datasets page.
+            description=_DESCRIPTION,
+            # This defines the different columns of the dataset and their types
+            features=features,  # Here we define them above because they are different between the two configurations
+            # If there's a common (input, txtget) tuple from the features,
+            # specify them here. They'll be used if as_supervised=True in
+            # builder.as_dataset.
+            supervised_keys=None,
+            # Citation for the dataset
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        """Returns SplitGenerators.""" 
+        if self.config.name == "head": 
+            data_dir = dl_manager.download_and_extract(_URL_HEAD) 
+        else:
+            raise NotImplementedError("just `head` works for now")
+            
+        import ipdb; ipdb.set_trace()
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                # These kwargs will be passed to _generate_examples
+                gen_kwargs={
+                    "folderpath": data_dir,
+                    "split": "train",
+                },
+            ),
+        ]
+
+    def _generate_examples(self, folderpath, split):
+        """ Yields examples. """
+        import ipdb; ipdb.set_trace()
+        
+        files = os.listdir(folderpath)
+        
+        if self.config == "first_part": 
+            files = os.path.join(folderpath, files[0]) 
+        else: 
+            files = [os.path.join(folderpath, file) for file in files]
+            
+        for filepath in files: 
+            with gzip.open(filepath, 'rt', encoding="utf-8") as f:
+                for id_, row in enumerate(f):
+                    data = eval(row)
+                    if self.config.name == "data_only":
+                        yield id_, {
+                            "raw_content": data["raw_content"],
+                        }
+                    else: 
+                        yield id_, data