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100% rename from data/TeX/train/part.2.parquet rename to data/train/TeX/part.2.parquet diff --git a/data/TypeScript/train/part.0.parquet b/data/train/TypeScript/part.0.parquet similarity index 100% rename from data/TypeScript/train/part.0.parquet rename to data/train/TypeScript/part.0.parquet diff --git a/data/TypeScript/train/part.1.parquet b/data/train/TypeScript/part.1.parquet similarity index 100% rename from data/TypeScript/train/part.1.parquet rename to data/train/TypeScript/part.1.parquet diff --git a/data/TypeScript/train/part.2.parquet b/data/train/TypeScript/part.2.parquet similarity index 100% rename from data/TypeScript/train/part.2.parquet rename to data/train/TypeScript/part.2.parquet diff --git a/data/TypeScript/train/part.3.parquet b/data/train/TypeScript/part.3.parquet similarity index 100% rename from data/TypeScript/train/part.3.parquet rename to data/train/TypeScript/part.3.parquet diff --git a/data/TypeScript/train/part.4.parquet b/data/train/TypeScript/part.4.parquet similarity index 100% rename from data/TypeScript/train/part.4.parquet rename to data/train/TypeScript/part.4.parquet diff --git a/data/TypeScript/train/part.5.parquet b/data/train/TypeScript/part.5.parquet similarity index 100% rename from data/TypeScript/train/part.5.parquet rename to data/train/TypeScript/part.5.parquet diff --git a/data/validation.parquet b/data/validation.parquet new file mode 100644 index 0000000000000000000000000000000000000000..06da946e86576d403b37c20c76fd88756b75ea21 --- /dev/null +++ b/data/validation.parquet @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:042c57740ca2e0d43d81961c0528d71a17c337cedfeea04322b63b2e493d704a +size 35288757 diff --git a/the_pile_github.py b/the_pile_github.py index db497116bc18fc82a3f127f7885ab8662728ca41..436da42eeabdd217297654876c27632d26984bb4 100755 --- a/the_pile_github.py +++ b/the_pile_github.py @@ -45,155 +45,43 @@ _LICENSE = "" # The HuggingFace Datasets library doesn't host the datasets but only points to the original files. # This can be an arbitrary nested dict/list of URLs (see below in `_split_generators` method) _URLS = { - "batchfile": { - "train": [f"data/Batchfile/train/part.{part}.parquet" for part in range(3)], - "dev": [f"data/Batchfile/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/Batchfile/test/part.{part}.parquet" for part in range(1)], - }, - "c#": { - "train": [f"data/C#/train/part.{part}.parquet" for part in range(10)], - "dev": [f"data/C#/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/C#/test/part.{part}.parquet" for part in range(1)], - }, - "c++": { - "train": [f"data/C++/train/part.{part}.parquet" for part in range(15)], - "dev": [f"data/C++/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/C++/test/part.{part}.parquet" for part in range(1)], - }, - "css": { - "train": [f"data/CSS/train/part.{part}.parquet" for part in range(3)], - "dev": [f"data/CSS/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/CSS/test/part.{part}.parquet" for part in range(1)], - }, - "erlang": { - "train": [f"data/Erlang/train/part.{part}.parquet" for part in range(1)], - "dev": [f"data/Erlang/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/Erlang/test/part.{part}.parquet" for part in range(1)], - }, - "go": { - "train": [f"data/Go/train/part.{part}.parquet" for part in range(15)], - "dev": [f"data/Go/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/Go/test/part.{part}.parquet" for part in range(1)], - }, - "haskell": { - "train": [f"data/Haskell/train/part.{part}.parquet" for part in range(2)], - "dev": [f"data/Haskell/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/Haskell/test/part.{part}.parquet" for part in range(1)], - }, - "html": { - "train": [f"data/HTML/train/part.{part}.parquet" for part in range(15)], - "dev": [f"data/HTML/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/HTML/test/part.{part}.parquet" for part in range(1)], - }, - "java": { - "train": [f"data/Java/train/part.{part}.parquet" for part in range(15)], - "dev": [f"data/Java/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/Java/test/part.{part}.parquet" for part in range(1)], - }, - "javascript": { - "train": [f"data/JavaScript/train/part.{part}.parquet" for part in range(15)], - "dev": [f"data/JavaScript/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/JavaScript/test/part.{part}.parquet" for part in range(1)], - }, - "jupyter_notebook": { - "train": [f"data/Jupyter Notebook/train/part.{part}.parquet" for part in range(2)], - "dev": [f"data/Jupyter Notebook/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/Jupyter Notebook/test/part.{part}.parquet" for part in range(1)], - }, - "lua": { - "train": [f"data/Lua/train/part.{part}.parquet" for part in range(15)], - "dev": [f"data/Lua/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/Lua/test/part.{part}.parquet" for part in range(1)], - }, - "markdown": { - "train": [f"data/Markdown/train/part.{part}.parquet" for part in range(15)], - "dev": [f"data/Markdown/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/Markdown/test/part.{part}.parquet" for part in range(1)], - }, - "matlab": { - "train": [f"data/Matlab/train/part.{part}.parquet" for part in range(1)], - "dev": [f"data/Matlab/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/Matlab/test/part.{part}.parquet" for part in range(1)], - }, - "objective-c": { - "train": [f"data/Objective-C/train/part.{part}.parquet" for part in range(5)], - "dev": [f"data/Objective-C/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/Objective-C/test/part.{part}.parquet" for part in range(1)], - }, - "perl": { - "train": [f"data/Perl/train/part.{part}.parquet" for part in range(3)], - "dev": [f"data/Perl/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/Perl/test/part.{part}.parquet" for part in range(1)], - }, - "php": { - "train": [f"data/PHP/train/part.{part}.parquet" for part in range(8)], - "dev": [f"data/PHP/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/PHP/test/part.{part}.parquet" for part in range(1)], - }, - "powershell": { - "train": [f"data/PowerShell/train/part.{part}.parquet" for part in range(15)], - "dev": [f"data/PowerShell/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/PowerShell/test/part.{part}.parquet" for part in range(1)], - }, - "python": { - "train": [f"data/Python/train/part.{part}.parquet" for part in range(10)], - "dev": [f"data/Python/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/Python/test/part.{part}.parquet" for part in range(1)], - }, - "r": { - "train": [f"data/R/train/part.{part}.parquet" for part in range(2)], - "dev": [f"data/R/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/R/test/part.{part}.parquet" for part in range(1)], - }, - "ruby": { - "train": [f"data/Ruby/train/part.{part}.parquet" for part in range(4)], - "dev": [f"data/Ruby/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/Ruby/test/part.{part}.parquet" for part in range(1)], - }, - "rust": { - "train": [f"data/Rust/train/part.{part}.parquet" for part in range(2)], - "dev": [f"data/Rust/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/Rust/test/part.{part}.parquet" for part in range(1)], - }, - "scala": { - "train": [f"data/Scala/train/part.{part}.parquet" for part in range(3)], - "dev": [f"data/Scala/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/Scala/test/part.{part}.parquet" for part in range(1)], - }, - "shell": { - "train": [f"data/Shell/train/part.{part}.parquet" for part in range(6)], - "dev": [f"data/Shell/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/Shell/test/part.{part}.parquet" for part in range(1)], - }, - "sql": { - "train": [f"data/SQL/train/part.{part}.parquet" for part in range(4)], - "dev": [f"data/SQL/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/SQL/test/part.{part}.parquet" for part in range(1)], - }, - "swift": { - "train": [f"data/Swift/train/part.{part}.parquet" for part in range(2)], - "dev": [f"data/Swift/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/Swift/test/part.{part}.parquet" for part in range(1)], - }, - "tex": { - "train": [f"data/TeX/train/part.{part}.parquet" for part in range(3)], - "dev": [f"data/TeX/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/TeX/test/part.{part}.parquet" for part in range(1)], - }, - "typescript": { - "train": [f"data/TypeScript/train/part.{part}.parquet" for part in range(6)], - "dev": [f"data/TypeScript/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/TypeScript/test/part.{part}.parquet" for part in range(1)], - }, - "none": { - "train": [f"data/None/train/part.{part}.parquet" for part in range(1)], - "dev": [f"data/None/validation/part.{part}.parquet" for part in range(1)], - "test": [f"data/None/test/part.{part}.parquet" for part in range(1)], - }, + "train": { + "batchfile": [f"train/data/Batchfile/part.{part}.parquet" for part in range(3)], + "c#": [f"train/data/C#/part.{part}.parquet" for part in range(10)], + "c++": [f"train/data/C++/part.{part}.parquet" for part in range(15)], + "css": [f"train/data/CSS/part.{part}.parquet" for part in range(3)], + "erlang": [f"train/data/Erlang/part.{part}.parquet" for part in range(1)], + "go": [f"train/data/Go/part.{part}.parquet" for part in range(15)], + "haskell": [f"train/data/Haskell/part.{part}.parquet" for part in range(2)], + "html": [f"train/data/HTML/part.{part}.parquet" for part in range(15)], + "java": [f"train/data/Java/part.{part}.parquet" for part in range(15)], + "javascript": [f"train/data/JavaScript/part.{part}.parquet" for part in range(15)], + "jupyter_notebook": [f"train/data/Jupyter Notebook/part.{part}.parquet" for part in range(2)], + "lua": [f"train/data/Lua/part.{part}.parquet" for part in range(15)], + "markdown": [f"train/data/Markdown/part.{part}.parquet" for part in range(15)], + "matlab": [f"train/data/Matlab/part.{part}.parquet" for part in range(1)], + "objective-c": [f"train/data/Objective-C/part.{part}.parquet" for part in range(5)], + "perl": [f"train/data/Perl/part.{part}.parquet" for part in range(3)], + "php": [f"train/data/PHP/part.{part}.parquet" for part in range(8)], + "powershell": [f"train/data/PowerShell/part.{part}.parquet" for part in range(15)], + "python": [f"train/data/Python/part.{part}.parquet" for part in range(10)], + "r": [f"train/data/R/part.{part}.parquet" for part in range(2)], + "ruby": [f"train/data/Ruby/part.{part}.parquet" for part in range(4)], + "rust": [f"train/data/Rust/part.{part}.parquet" for part in range(2)], + "scala": [f"train/data/Scala/part.{part}.parquet" for part in range(3)], + "shell": [f"train/data/Shell/part.{part}.parquet" for part in range(6)], + "sql": [f"train/data/SQL/part.{part}.parquet" for part in range(4)], + "swift": [f"train/data/Swift/part.{part}.parquet" for part in range(2)], + "tex": [f"train/data/TeX/part.{part}.parquet" for part in range(3)], + "typescript": [f"train/data/TypeScript/part.{part}.parquet" for part in range(6)], + "none": [f"train/data/None/part.{part}.parquet" for part in range(1)], + }, + "dev": "data/validation.parquet", + "test": "data/test.parquet", } # Add all existing urls to the dict -_URLS["all"] = {split: sum([_URLS[lang][split] for lang in _URLS.keys()], []) for split in ["train", "dev", "test"]} +_URLS["train"]["all"] = [url for urls in _URLS["train"].values() for url in urls] @@ -274,17 +162,19 @@ class SmartContracts(datasets.GeneratorBasedBuilder): # dl_manager is a datasets.download.DownloadManager that can be used to download and extract URLS # It can accept any type or nested list/dict and will give back the same structure with the url replaced with path to local files. # By default the archives will be extracted and a path to a cached folder where they are extracted is returned instead of the archive - urls = _URLS[self.config.name] - downloaded_files = dl_manager.download_and_extract(urls) + train_urls = _URLS["train"][self.config.name] + train_files = dl_manager.download_and_extract(train_urls) + dev_files = dl_manager.download_and_extract(_URLS["dev"]) + test_files = dl_manager.download_and_extract(_URLS["test"]) return [ - datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"files": downloaded_files["train"]}), - #datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"files": downloaded_files["dev"]}), # TODO: add validation set - #datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"files": downloaded_files["test"]}), # TODO: add test set + datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"split_key": "train", "files": train_files}), + datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"split_key": "validation", "files": dev_files}), + datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"split_key": "test", "files": test_files}), ] # method parameters are unpacked from `gen_kwargs` as given in `_split_generators` - def _generate_examples(self, files): + def _generate_examples(self, split_key, files): """Yields examples.""" # This method handles input defined in _split_generators to yield (key, example) tuples from the dataset. # The `key` is for legacy reasons (tfds) and is not important in itself, but must be unique for each example. @@ -295,9 +185,26 @@ class SmartContracts(datasets.GeneratorBasedBuilder): data = pd.read_parquet(path) for row in data.itertuples(): - # Yields examples as (key, example) tuples - yield key, { - "text": row.text, - "meta": row.meta, - } + + if split_key == "train": + yield key, { + "text": row.text, + "meta": row.meta, + } + + elif split_key in ["validation", "test"]: + if self.config.name == "all": + yield key, { + "text": row.text, + "meta": row.meta, + } + else: + language = row.meta[0]["language"].lower().replace(" ", "_") # e.g. "Jupyter Notebook" -> "jupyter_notebook" + if language == self.config.name: + yield key, { + "text": row.text, + "meta": row.meta, + } + else: + continue key += 1 \ No newline at end of file