Add initial data

README.md

@@ -0,0 +1,189 @@
+---
+annotations_creators:
+- no-annotation
+language_creators:
+- machine-generated
+language:
+- code
+license:
+- other
+multilinguality:
+- multilingual
+size_categories:
+- 100K<n<1M
+- 10K<n<100K
+- 1M<n<10M
+source_datasets:
+- original
+dataset_info:
+- config_name: all
+  features:
+  - name: repository_name
+    dtype: string
+  - name: file_path
+    dtype: string
+  - name: language
+    dtype: string
+  - name: url
+    dtype: string
+  - name: contents
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 4597566968
+    num_examples: 481456
+  - name: test
+    num_bytes: 244185049
+    num_examples: 27032
+  - name: validation
+    num_bytes: 208172780
+    num_examples: 23262
+  download_size: 5328510079
+  dataset_size: 5049924797
+- config_name: java
+  features:
+  - name: repository_name
+    dtype: string
+  - name: file_path
+    dtype: string
+  - name: language
+    dtype: string
+  - name: url
+    dtype: string
+  - name: contents
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 1508021640
+    num_examples: 124201
+  - name: test
+    num_bytes: 83498294
+    num_examples: 7672
+  - name: validation
+    num_bytes: 49495187
+    num_examples: 4622
+  download_size: 1719645289
+  dataset_size: 1641015121
+- config_name: go
+  features:
+  - name: repository_name
+    dtype: string
+  - name: file_path
+    dtype: string
+  - name: language
+    dtype: string
+  - name: url
+    dtype: string
+  - name: contents
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 445935389
+    num_examples: 52467
+  - name: test
+    num_bytes: 22662672
+    num_examples: 2661
+  - name: validation
+    num_bytes: 14949171
+    num_examples: 1991
+  download_size: 525469198
+  dataset_size: 483547232
+- config_name: python
+  features:
+  - name: repository_name
+    dtype: string
+  - name: file_path
+    dtype: string
+  - name: language
+    dtype: string
+  - name: url
+    dtype: string
+  - name: contents
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 966000949
+    num_examples: 83739
+  - name: test
+    num_bytes: 53223810
+    num_examples: 4989
+  - name: validation
+    num_bytes: 51072608
+    num_examples: 4589
+  download_size: 1117084868
+  dataset_size: 1070297367
+- config_name: javascript
+  features:
+  - name: repository_name
+    dtype: string
+  - name: file_path
+    dtype: string
+  - name: language
+    dtype: string
+  - name: url
+    dtype: string
+  - name: contents
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 533231855
+    num_examples: 40913
+  - name: test
+    num_bytes: 28571674
+    num_examples: 2176
+  - name: validation
+    num_bytes: 36688764
+    num_examples: 2586
+  download_size: 633172343
+  dataset_size: 598492293
+- config_name: ruby
+  features:
+  - name: repository_name
+    dtype: string
+  - name: file_path
+    dtype: string
+  - name: language
+    dtype: string
+  - name: url
+    dtype: string
+  - name: contents
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 132300659
+    num_examples: 16932
+  - name: test
+    num_bytes: 5125555
+    num_examples: 822
+  - name: validation
+    num_bytes: 4189342
+    num_examples: 803
+  download_size: 147603200
+  dataset_size: 141615556
+- config_name: php
+  features:
+  - name: repository_name
+    dtype: string
+  - name: file_path
+    dtype: string
+  - name: language
+    dtype: string
+  - name: url
+    dtype: string
+  - name: contents
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 1012076476
+    num_examples: 163204
+  - name: test
+    num_bytes: 51103044
+    num_examples: 8712
+  - name: validation
+    num_bytes: 51777708
+    num_examples: 8671
+  download_size: 1185535181
+  dataset_size: 1114957228
+---
+
+# Dataset Card for CodeSearchNet Files

code_search_net_files.py

@@ -0,0 +1,190 @@
+# 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.
+
+# Lint as: python3
+"""CodeSearchNet corpus Files: proxy dataset for semantic code search"""
+
+# TODO: add licensing info in the examples
+# TODO: log richer informations (especially while extracting the jsonl.gz files)
+# TODO: enable custom configs; such as: "java+python"
+# TODO: enable fetching examples with a given license, eg: "java_MIT"
+
+
+import json
+import os
+
+import datasets
+
+
+_CITATION = """\
+@article{husain2019codesearchnet,
+    title={{CodeSearchNet} challenge: Evaluating the state of semantic code search},
+    author={Husain, Hamel and Wu, Ho-Hsiang and Gazit, Tiferet and Allamanis, Miltiadis and Brockschmidt, Marc},
+    journal={arXiv preprint arXiv:1909.09436},
+    year={2019}
+}
+"""
+
+_DESCRIPTION = """\
+CodeSearchNet corpus contains about 6 million functions from open-source code \
+spanning six programming languages (Go, Java, JavaScript, PHP, Python, and Ruby). \
+The CodeSearchNet Corpus also contains automatically generated query-like \
+natural language for 2 million functions, obtained from mechanically scraping \
+and preprocessing associated function documentation.
+"""
+
+_HOMEPAGE = "https://github.com/github/CodeSearchNet"
+
+_LICENSE = "Various"
+
+_DATA_DIR_URL = "data"
+_AVAILABLE_LANGUAGES = ["python", "java", "javascript", "go", "ruby", "php"]
+_URLs = {language: f"{language}.jsonl" for language in _AVAILABLE_LANGUAGES}
+# URLs for "all" are just the concatenation of URLs for all languages
+_URLs["all"] = _URLs.copy()
+
+
+class CodeSearchNet(datasets.GeneratorBasedBuilder):
+    """ "Extended CodeSearchNet corpus: proxy dataset for semantic code search."""
+
+    VERSION = datasets.Version("1.0.0", "Add Extended CodeSearchNet corpus dataset")
+    BUILDER_CONFIGS = [
+        datasets.BuilderConfig(
+            name="all",
+            version=VERSION,
+            description="All available languages: Java, Go, Javascript, Python, PHP, Ruby",
+        ),
+        datasets.BuilderConfig(
+            name="java",
+            version=VERSION,
+            description="Java language",
+        ),
+        datasets.BuilderConfig(
+            name="go",
+            version=VERSION,
+            description="Go language",
+        ),
+        datasets.BuilderConfig(
+            name="python",
+            version=VERSION,
+            description="Pyhton language",
+        ),
+        datasets.BuilderConfig(
+            name="javascript",
+            version=VERSION,
+            description="Javascript language",
+        ),
+        datasets.BuilderConfig(
+            name="ruby",
+            version=VERSION,
+            description="Ruby language",
+        ),
+        datasets.BuilderConfig(
+            name="php",
+            version=VERSION,
+            description="PHP language",
+        ),
+    ]
+
+    DEFAULT_CONFIG_NAME = "all"
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                    "repository_name": datasets.Value("string"),
+                    "file_path": datasets.Value("string"),
+                    "language": datasets.Value("string"),
+                    "url": datasets.Value("string"),
+                    "contents": datasets.Value("string")
+                    # TODO - add licensing info in the examples
+                }
+            ),
+            # No default supervised keys
+            supervised_keys=None,
+            homepage=_HOMEPAGE,
+            license=_LICENSE,
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        """Returns SplitGenerators.
+
+        Note: The original data is stored in S3, and follows this unusual directory structure:
+            ```
+            .
+            ├── <language_name>  # e.g. python
+            │   └── final
+            │       └── jsonl
+            │           ├── test
+            │           │   └── <language_name>_test_0.jsonl.gz
+            │           ├── train
+            │           │   ├── <language_name>_train_0.jsonl.gz
+            │           │   ├── <language_name>_train_1.jsonl.gz
+            │           │   ├── ...
+            │           │   └── <language_name>_train_n.jsonl.gz
+            │           └── valid
+            ��               └── <language_name>_valid_0.jsonl.gz
+            ├── <language_name>_dedupe_definitions_v2.pkl
+            └── <language_name>_licenses.pkl
+            ```
+        """
+        data_urls = _URLs[self.config.name]
+        if isinstance(data_urls, str):
+            data_urls = {self.config.name: data_urls}
+        split2dirs = {
+            split_name: [os.path.join(_DATA_DIR_URL, split_name, path) for path in data_urls.values()]
+            for split_name in ["train", "test", "valid"]
+        }
+        downloaded_files = dl_manager.download_and_extract(split2dirs)
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                gen_kwargs={
+                    "filepaths": downloaded_files["train"],
+                },
+            ),
+
+            datasets.SplitGenerator(
+                name=datasets.Split.TEST,
+                gen_kwargs={
+                    "filepaths": downloaded_files["test"],
+                },
+            ),
+            datasets.SplitGenerator(
+                name=datasets.Split.VALIDATION,
+                gen_kwargs={
+                    "filepaths": downloaded_files["valid"],
+                },
+            ),
+        ]
+
+    def _generate_examples(self, filepaths):
+        """Yields the examples by iterating through the available jsonl files."""
+        for file_id_, filepath in enumerate(filepaths):
+            with open(filepath, encoding="utf-8") as f:
+                for row_id_, row in enumerate(f):
+                    # Key of the example = file_id + row_id,
+                    # to ensure all examples have a distinct key
+                    id_ = f"{file_id_}_{row_id_}"
+                    data = json.loads(row)
+                    yield id_, {
+                        "repository_name": data["repository_name"],
+                        "file_path": data["file_path"],
+                        "language": data["language"],
+                        "url": data["url"],
+                        "contents": data["contents"],
+                    }

data/licenses/go_licenses.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:130c7393db868a4dda13d98e634d01f9a47dffee5337d0138140b7766752e8e6
+size 110543810

data/licenses/java_licenses.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01bdc6d498629a7a7ac143878e51b73e0db12512e1bebbe876af280dc2d42fed
+size 87186641

data/licenses/javascript_licenses.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ae57111b6d275f0d0b9a832d7c89003b5245f6fe9627658eb469f276d6181f1
+size 196114558

data/licenses/php_licenses.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e35c7db533af777faafaf81707897a0420dde2943529d845e43f1f0a3fee8207
+size 132365537

data/licenses/python_licenses.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:404333e78827bd1743073251c65333239e625820d917bbcaf821dd0fd4433897
+size 134172919

data/licenses/ruby_licenses.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81a66606f55c37ed35e8b60be1d9e35ca14ae92e5e9522f3fb2dc2068fb06224
+size 45964554

data/test/go.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6b398eafc936f5d9021dccb4e34a09b485649d210b4ee3bd11c99c6ad9ddf46
+size 24828295

data/test/java.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b922775dd44c8179a37d4295a3b324d3c981a7d93f69ff36ae65cfbd7e1d9d63
+size 87789100

data/test/javascript.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4bde6312d8c4d946193e7a2021b3f09439fd5b20aa5c0ee459cbf3de7412c53
+size 30165723

data/test/php.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a600394cf116260a0a35b099b6816172d8e669bf69b2d868e5f1d117508ee47e
+size 54707323

data/test/python.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31529a238efd1df1fd1071cf156a62361bbdebf37fb8e72505b9bb8c8331c678
+size 55541175

data/test/ruby.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36c8a6dd054f8c6c569c5d27f433685b4a0402a8374127eb78ed0216c591bae5
+size 5381681

data/train/go.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5fc6c405ba23ab426679f6039154822e42461242f5e04ba791526c17c3610b76
+size 484478829

data/train/java.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:713e9de96964a4f96005763bf9a071fe58a2355db7bf8fdf5045a59445f5a5e1
+size 1580026681

data/train/javascript.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a5611c25619aa4ff3b238bc5ea1bf0c2d543db6f7c13b4bbab1d6088c63f593
+size 564219663

data/train/php.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b0daec2dc730303c47425748f58aad4a39327dc374ec1324b8b3ed877e42156
+size 1075735490

data/train/python.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b1a0fac1cba192e8a5e6ff62ca7f5beaa6ac047459783d4d9d013c6321642f5
+size 1008181723

data/train/ruby.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06a6188fbb8f63561f93855e91fb82a496f3f5008ef234251a255185f2f60323
+size 137833138

data/valid/go.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44c2eafeb4bf3f05c29e4d25c611df0bcd705eb2deae21d4a7902dd689f74405
+size 16162074

data/valid/java.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6169f90fdd407ca0d681aeaa8831bc053ee0327cf66a86eb8a22bb9151d03d37
+size 51829508

data/valid/javascript.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aeece90f9c5b94f1e2d02848003d848888e555c397d4dbc9ccdcc28b5a2ffd17
+size 38786957

data/valid/php.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b789a5190cc5d0ece37f03be83a8a4ff2690226fb96aa8ff6abf7d5c7bd2a077
+size 55092368

data/valid/python.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a34729de7436b4584ac5c99e7f8930cc84f8cc2d93a0ce5cb5bed1045b80771
+size 53361970

data/valid/ruby.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1291bbe23d3b46a8b26ecd572b197a57c9f2425777ee78222397b9460c51581a
+size 4388381

data/valid/validation_files.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d567351df1a8b314db9bd2e9a712d586e233d2df0c5b40dfea7dbfb88e21182
+size 219621258