metadata

annotations_creators:
  - found
language_creators:
  - found
language:
  - code
  - en
license:
  - c-uda
multilinguality:
  - other-programming-languages
size_categories:
  - 100K<n<1M
  - 10K<n<100K
source_datasets:
  - original
task_categories:
  - translation
task_ids: []
pretty_name: CodeXGlueCtCodeToText
config_names:
  - go
  - java
  - javascript
  - php
  - python
  - ruby
tags:
  - code-to-text
dataset_info:
  - config_name: go
    features:
      - name: id
        dtype: int32
      - name: repo
        dtype: string
      - name: path
        dtype: string
      - name: func_name
        dtype: string
      - name: original_string
        dtype: string
      - name: language
        dtype: string
      - name: code
        dtype: string
      - name: code_tokens
        sequence: string
      - name: docstring
        dtype: string
      - name: docstring_tokens
        sequence: string
      - name: sha
        dtype: string
      - name: url
        dtype: string
    splits:
      - name: train
        num_bytes: 342243143
        num_examples: 167288
      - name: validation
        num_bytes: 13721860
        num_examples: 7325
      - name: test
        num_bytes: 16328406
        num_examples: 8122
    download_size: 121341698
    dataset_size: 372293409
  - config_name: java
    features:
      - name: id
        dtype: int32
      - name: repo
        dtype: string
      - name: path
        dtype: string
      - name: func_name
        dtype: string
      - name: original_string
        dtype: string
      - name: language
        dtype: string
      - name: code
        dtype: string
      - name: code_tokens
        sequence: string
      - name: docstring
        dtype: string
      - name: docstring_tokens
        sequence: string
      - name: sha
        dtype: string
      - name: url
        dtype: string
    splits:
      - name: train
        num_bytes: 452553835
        num_examples: 164923
      - name: validation
        num_bytes: 13366344
        num_examples: 5183
      - name: test
        num_bytes: 29080753
        num_examples: 10955
    download_size: 154701399
    dataset_size: 495000932
  - config_name: javascript
    features:
      - name: id
        dtype: int32
      - name: repo
        dtype: string
      - name: path
        dtype: string
      - name: func_name
        dtype: string
      - name: original_string
        dtype: string
      - name: language
        dtype: string
      - name: code
        dtype: string
      - name: code_tokens
        sequence: string
      - name: docstring
        dtype: string
      - name: docstring_tokens
        sequence: string
      - name: sha
        dtype: string
      - name: url
        dtype: string
    splits:
      - name: train
        num_bytes: 160860431
        num_examples: 58025
      - name: validation
        num_bytes: 10337344
        num_examples: 3885
      - name: test
        num_bytes: 10190713
        num_examples: 3291
    download_size: 65788314
    dataset_size: 181388488
  - config_name: php
    features:
      - name: id
        dtype: int32
      - name: repo
        dtype: string
      - name: path
        dtype: string
      - name: func_name
        dtype: string
      - name: original_string
        dtype: string
      - name: language
        dtype: string
      - name: code
        dtype: string
      - name: code_tokens
        sequence: string
      - name: docstring
        dtype: string
      - name: docstring_tokens
        sequence: string
      - name: sha
        dtype: string
      - name: url
        dtype: string
    splits:
      - name: train
        num_bytes: 614654499
        num_examples: 241241
      - name: validation
        num_bytes: 33283045
        num_examples: 12982
      - name: test
        num_bytes: 35374993
        num_examples: 14014
    download_size: 219692158
    dataset_size: 683312537
  - config_name: python
    features:
      - name: id
        dtype: int32
      - name: repo
        dtype: string
      - name: path
        dtype: string
      - name: func_name
        dtype: string
      - name: original_string
        dtype: string
      - name: language
        dtype: string
      - name: code
        dtype: string
      - name: code_tokens
        sequence: string
      - name: docstring
        dtype: string
      - name: docstring_tokens
        sequence: string
      - name: sha
        dtype: string
      - name: url
        dtype: string
    splits:
      - name: train
        num_bytes: 813664500
        num_examples: 251820
      - name: validation
        num_bytes: 46888668
        num_examples: 13914
      - name: test
        num_bytes: 50659792
        num_examples: 14918
    download_size: 953306861
    dataset_size: 911212960
  - config_name: ruby
    features:
      - name: id
        dtype: int32
      - name: repo
        dtype: string
      - name: path
        dtype: string
      - name: func_name
        dtype: string
      - name: original_string
        dtype: string
      - name: language
        dtype: string
      - name: code
        dtype: string
      - name: code_tokens
        sequence: string
      - name: docstring
        dtype: string
      - name: docstring_tokens
        sequence: string
      - name: sha
        dtype: string
      - name: url
        dtype: string
    splits:
      - name: train
        num_bytes: 51956595
        num_examples: 24927
      - name: validation
        num_bytes: 2821089
        num_examples: 1400
      - name: test
        num_bytes: 2671603
        num_examples: 1261
    download_size: 124154892
    dataset_size: 57449287
configs:
  - config_name: go
    data_files:
      - split: train
        path: go/train-*
      - split: validation
        path: go/validation-*
      - split: test
        path: go/test-*
  - config_name: java
    data_files:
      - split: train
        path: java/train-*
      - split: validation
        path: java/validation-*
      - split: test
        path: java/test-*
  - config_name: javascript
    data_files:
      - split: train
        path: javascript/train-*
      - split: validation
        path: javascript/validation-*
      - split: test
        path: javascript/test-*
  - config_name: php
    data_files:
      - split: train
        path: php/train-*
      - split: validation
        path: php/validation-*
      - split: test
        path: php/test-*

Dataset Card for "code_x_glue_ct_code_to_text"

Dataset Description
Dataset Structure
Dataset Creation
Considerations for Using the Data
Additional Information

Dataset Description

Homepage: https://github.com/microsoft/CodeXGLUE/tree/main/Code-Text/code-to-text

Dataset Summary

CodeXGLUE code-to-text dataset, available at https://github.com/microsoft/CodeXGLUE/tree/main/Code-Text/code-to-text

The dataset we use comes from CodeSearchNet and we filter the dataset as the following:

Remove examples that codes cannot be parsed into an abstract syntax tree.
Remove examples that #tokens of documents is < 3 or >256
Remove examples that documents contain special tokens (e.g. <img ...> or https:...)
Remove examples that documents are not English.

Supported Tasks and Leaderboards

machine-translation: The dataset can be used to train a model for automatically generating English docstrings for code.

Languages

Go programming language
Java programming language
Javascript programming language
PHP programming language
Python programming language
Ruby programming language
English natural language

Dataset Structure

Data Instances

go

An example of 'test' looks as follows.

{
    "code": "func NewSTM(c *v3.Client, apply func(STM) error, so ...stmOption) (*v3.TxnResponse, error) {\n\topts := &stmOptions{ctx: c.Ctx()}\n\tfor _, f := range so {\n\t\tf(opts)\n\t}\n\tif len(opts.prefetch) != 0 {\n\t\tf := apply\n\t\tapply = func(s STM) error {\n\t\t\ts.Get(opts.prefetch...)\n\t\t\treturn f(s)\n\t\t}\n\t}\n\treturn runSTM(mkSTM(c, opts), apply)\n}", 
    "code_tokens": ["func", "NewSTM", "(", "c", "*", "v3", ".", "Client", ",", "apply", "func", "(", "STM", ")", "error", ",", "so", "...", "stmOption", ")", "(", "*", "v3", ".", "TxnResponse", ",", "error", ")", "{", "opts", ":=", "&", "stmOptions", "{", "ctx", ":", "c", ".", "Ctx", "(", ")", "}", "\n", "for", "_", ",", "f", ":=", "range", "so", "{", "f", "(", "opts", ")", "\n", "}", "\n", "if", "len", "(", "opts", ".", "prefetch", ")", "!=", "0", "{", "f", ":=", "apply", "\n", "apply", "=", "func", "(", "s", "STM", ")", "error", "{", "s", ".", "Get", "(", "opts", ".", "prefetch", "...", ")", "\n", "return", "f", "(", "s", ")", "\n", "}", "\n", "}", "\n", "return", "runSTM", "(", "mkSTM", "(", "c", ",", "opts", ")", ",", "apply", ")", "\n", "}"], 
    "docstring": "// NewSTM initiates a new STM instance, using serializable snapshot isolation by default.", 
    "docstring_tokens": ["NewSTM", "initiates", "a", "new", "STM", "instance", "using", "serializable", "snapshot", "isolation", "by", "default", "."], 
    "func_name": "NewSTM", 
    "id": 0, 
    "language": "go", 
    "original_string": "func NewSTM(c *v3.Client, apply func(STM) error, so ...stmOption) (*v3.TxnResponse, error) {\n\topts := &stmOptions{ctx: c.Ctx()}\n\tfor _, f := range so {\n\t\tf(opts)\n\t}\n\tif len(opts.prefetch) != 0 {\n\t\tf := apply\n\t\tapply = func(s STM) error {\n\t\t\ts.Get(opts.prefetch...)\n\t\t\treturn f(s)\n\t\t}\n\t}\n\treturn runSTM(mkSTM(c, opts), apply)\n}", 
    "path": "clientv3/concurrency/stm.go", 
    "repo": "etcd-io/etcd", 
    "sha": "616592d9ba993e3fe9798eef581316016df98906", 
    "url": "https://github.com/etcd-io/etcd/blob/616592d9ba993e3fe9798eef581316016df98906/clientv3/concurrency/stm.go#L89-L102"
}

java

An example of 'test' looks as follows.

{
    "code": "protected final void fastPathOrderedEmit(U value, boolean delayError, Disposable disposable) {\n        final Observer<? super V> observer = downstream;\n        final SimplePlainQueue<U> q = queue;\n\n        if (wip.get() == 0 && wip.compareAndSet(0, 1)) {\n            if (q.isEmpty()) {\n                accept(observer, value);\n                if (leave(-1) == 0) {\n                    return;\n                }\n            } else {\n                q.offer(value);\n            }\n        } else {\n            q.offer(value);\n            if (!enter()) {\n                return;\n            }\n        }\n        QueueDrainHelper.drainLoop(q, observer, delayError, disposable, this);\n    }", 
    "code_tokens": ["protected", "final", "void", "fastPathOrderedEmit", "(", "U", "value", ",", "boolean", "delayError", ",", "Disposable", "disposable", ")", "{", "final", "Observer", "<", "?", "super", "V", ">", "observer", "=", "downstream", ";", "final", "SimplePlainQueue", "<", "U", ">", "q", "=", "queue", ";", "if", "(", "wip", ".", "get", "(", ")", "==", "0", "&&", "wip", ".", "compareAndSet", "(", "0", ",", "1", ")", ")", "{", "if", "(", "q", ".", "isEmpty", "(", ")", ")", "{", "accept", "(", "observer", ",", "value", ")", ";", "if", "(", "leave", "(", "-", "1", ")", "==", "0", ")", "{", "return", ";", "}", "}", "else", "{", "q", ".", "offer", "(", "value", ")", ";", "}", "}", "else", "{", "q", ".", "offer", "(", "value", ")", ";", "if", "(", "!", "enter", "(", ")", ")", "{", "return", ";", "}", "}", "QueueDrainHelper", ".", "drainLoop", "(", "q", ",", "observer", ",", "delayError", ",", "disposable", ",", "this", ")", ";", "}"], 
    "docstring": "Makes sure the fast-path emits in order.\n@param value the value to emit or queue up\n@param delayError if true, errors are delayed until the source has terminated\n@param disposable the resource to dispose if the drain terminates", 
    "docstring_tokens": ["Makes", "sure", "the", "fast", "-", "path", "emits", "in", "order", "."], 
    "func_name": "QueueDrainObserver.fastPathOrderedEmit", 
    "id": 0, 
    "language": "java", 
    "original_string": "protected final void fastPathOrderedEmit(U value, boolean delayError, Disposable disposable) {\n        final Observer<? super V> observer = downstream;\n        final SimplePlainQueue<U> q = queue;\n\n        if (wip.get() == 0 && wip.compareAndSet(0, 1)) {\n            if (q.isEmpty()) {\n                accept(observer, value);\n                if (leave(-1) == 0) {\n                    return;\n                }\n            } else {\n                q.offer(value);\n            }\n        } else {\n            q.offer(value);\n            if (!enter()) {\n                return;\n            }\n        }\n        QueueDrainHelper.drainLoop(q, observer, delayError, disposable, this);\n    }", 
    "path": "src/main/java/io/reactivex/internal/observers/QueueDrainObserver.java", 
    "repo": "ReactiveX/RxJava", 
    "sha": "ac84182aa2bd866b53e01c8e3fe99683b882c60e", 
    "url": "https://github.com/ReactiveX/RxJava/blob/ac84182aa2bd866b53e01c8e3fe99683b882c60e/src/main/java/io/reactivex/internal/observers/QueueDrainObserver.java#L88-L108"
}

javascript

An example of 'test' looks as follows.

{
    "code": "function createInstance(defaultConfig) {\n  var context = new Axios(defaultConfig);\n  var instance = bind(Axios.prototype.request, context);\n\n  // Copy axios.prototype to instance\n  utils.extend(instance, Axios.prototype, context);\n\n  // Copy context to instance\n  utils.extend(instance, context);\n\n  return instance;\n}", 
    "code_tokens": ["function", "createInstance", "(", "defaultConfig", ")", "{", "var", "context", "=", "new", "Axios", "(", "defaultConfig", ")", ";", "var", "instance", "=", "bind", "(", "Axios", ".", "prototype", ".", "request", ",", "context", ")", ";", "// Copy axios.prototype to instance", "utils", ".", "extend", "(", "instance", ",", "Axios", ".", "prototype", ",", "context", ")", ";", "// Copy context to instance", "utils", ".", "extend", "(", "instance", ",", "context", ")", ";", "return", "instance", ";", "}"], 
    "docstring": "Create an instance of Axios\n\n@param {Object} defaultConfig The default config for the instance\n@return {Axios} A new instance of Axios", 
    "docstring_tokens": ["Create", "an", "instance", "of", "Axios"], 
    "func_name": "createInstance", 
    "id": 0, 
    "language": "javascript", 
    "original_string": "function createInstance(defaultConfig) {\n  var context = new Axios(defaultConfig);\n  var instance = bind(Axios.prototype.request, context);\n\n  // Copy axios.prototype to instance\n  utils.extend(instance, Axios.prototype, context);\n\n  // Copy context to instance\n  utils.extend(instance, context);\n\n  return instance;\n}", 
    "path": "lib/axios.js", 
    "repo": "axios/axios", 
    "sha": "92d231387fe2092f8736bc1746d4caa766b675f5", 
    "url": "https://github.com/axios/axios/blob/92d231387fe2092f8736bc1746d4caa766b675f5/lib/axios.js#L15-L26"
}

php

An example of 'train' looks as follows.

{
    "code": "public static function build($serviceAddress, $restConfigPath, array $config = [])\n    {\n        $config += [\n            'httpHandler'  => null,\n        ];\n        list($baseUri, $port) = self::normalizeServiceAddress($serviceAddress);\n        $requestBuilder = new RequestBuilder(\"$baseUri:$port\", $restConfigPath);\n        $httpHandler = $config['httpHandler'] ?: self::buildHttpHandlerAsync();\n        return new RestTransport($requestBuilder, $httpHandler);\n    }", 
    "code_tokens": ["public", "static", "function", "build", "(", "$", "serviceAddress", ",", "$", "restConfigPath", ",", "array", "$", "config", "=", "[", "]", ")", "{", "$", "config", "+=", "[", "'httpHandler'", "=>", "null", ",", "]", ";", "list", "(", "$", "baseUri", ",", "$", "port", ")", "=", "self", "::", "normalizeServiceAddress", "(", "$", "serviceAddress", ")", ";", "$", "requestBuilder", "=", "new", "RequestBuilder", "(", "\"$baseUri:$port\"", ",", "$", "restConfigPath", ")", ";", "$", "httpHandler", "=", "$", "config", "[", "'httpHandler'", "]", "?", ":", "self", "::", "buildHttpHandlerAsync", "(", ")", ";", "return", "new", "RestTransport", "(", "$", "requestBuilder", ",", "$", "httpHandler", ")", ";", "}"], 
    "docstring": "Builds a RestTransport.\n\n@param string $serviceAddress\nThe address of the API remote host, for example \"example.googleapis.com\".\n@param string $restConfigPath\nPath to rest config file.\n@param array $config {\nConfig options used to construct the gRPC transport.\n\n@type callable $httpHandler A handler used to deliver PSR-7 requests.\n}\n@return RestTransport\n@throws ValidationException", 
    "docstring_tokens": ["Builds", "a", "RestTransport", "."], 
    "func_name": "RestTransport.build", 
    "id": 0, 
    "language": "php", 
    "original_string": "public static function build($serviceAddress, $restConfigPath, array $config = [])\n    {\n        $config += [\n            'httpHandler'  => null,\n        ];\n        list($baseUri, $port) = self::normalizeServiceAddress($serviceAddress);\n        $requestBuilder = new RequestBuilder(\"$baseUri:$port\", $restConfigPath);\n        $httpHandler = $config['httpHandler'] ?: self::buildHttpHandlerAsync();\n        return new RestTransport($requestBuilder, $httpHandler);\n    }", 
    "path": "src/Transport/RestTransport.php", 
    "repo": "googleapis/gax-php", 
    "sha": "48387fb818c6882296710a2302a0aa973b99afb2", 
    "url": "https://github.com/googleapis/gax-php/blob/48387fb818c6882296710a2302a0aa973b99afb2/src/Transport/RestTransport.php#L85-L94"
}

python

An example of 'validation' looks as follows.

{
    "code": "def save_act(self, path=None):\n        \"\"\"Save model to a pickle located at `path`\"\"\"\n        if path is None:\n            path = os.path.join(logger.get_dir(), \"model.pkl\")\n\n        with tempfile.TemporaryDirectory() as td:\n            save_variables(os.path.join(td, \"model\"))\n            arc_name = os.path.join(td, \"packed.zip\")\n            with zipfile.ZipFile(arc_name, 'w') as zipf:\n                for root, dirs, files in os.walk(td):\n                    for fname in files:\n                        file_path = os.path.join(root, fname)\n                        if file_path != arc_name:\n                            zipf.write(file_path, os.path.relpath(file_path, td))\n            with open(arc_name, \"rb\") as f:\n                model_data = f.read()\n        with open(path, \"wb\") as f:\n            cloudpickle.dump((model_data, self._act_params), f)", 
    "code_tokens": ["def", "save_act", "(", "self", ",", "path", "=", "None", ")", ":", "if", "path", "is", "None", ":", "path", "=", "os", ".", "path", ".", "join", "(", "logger", ".", "get_dir", "(", ")", ",", "\"model.pkl\"", ")", "with", "tempfile", ".", "TemporaryDirectory", "(", ")", "as", "td", ":", "save_variables", "(", "os", ".", "path", ".", "join", "(", "td", ",", "\"model\"", ")", ")", "arc_name", "=", "os", ".", "path", ".", "join", "(", "td", ",", "\"packed.zip\"", ")", "with", "zipfile", ".", "ZipFile", "(", "arc_name", ",", "'w'", ")", "as", "zipf", ":", "for", "root", ",", "dirs", ",", "files", "in", "os", ".", "walk", "(", "td", ")", ":", "for", "fname", "in", "files", ":", "file_path", "=", "os", ".", "path", ".", "join", "(", "root", ",", "fname", ")", "if", "file_path", "!=", "arc_name", ":", "zipf", ".", "write", "(", "file_path", ",", "os", ".", "path", ".", "relpath", "(", "file_path", ",", "td", ")", ")", "with", "open", "(", "arc_name", ",", "\"rb\"", ")", "as", "f", ":", "model_data", "=", "f", ".", "read", "(", ")", "with", "open", "(", "path", ",", "\"wb\"", ")", "as", "f", ":", "cloudpickle", ".", "dump", "(", "(", "model_data", ",", "self", ".", "_act_params", ")", ",", "f", ")"], 
    "docstring": "Save model to a pickle located at `path`", 
    "docstring_tokens": ["Save", "model", "to", "a", "pickle", "located", "at", "path"], 
    "func_name": "ActWrapper.save_act", 
    "id": 0, 
    "language": "python", 
    "original_string": "def save_act(self, path=None):\n        \"\"\"Save model to a pickle located at `path`\"\"\"\n        if path is None:\n            path = os.path.join(logger.get_dir(), \"model.pkl\")\n\n        with tempfile.TemporaryDirectory() as td:\n            save_variables(os.path.join(td, \"model\"))\n            arc_name = os.path.join(td, \"packed.zip\")\n            with zipfile.ZipFile(arc_name, 'w') as zipf:\n                for root, dirs, files in os.walk(td):\n                    for fname in files:\n                        file_path = os.path.join(root, fname)\n                        if file_path != arc_name:\n                            zipf.write(file_path, os.path.relpath(file_path, td))\n            with open(arc_name, \"rb\") as f:\n                model_data = f.read()\n        with open(path, \"wb\") as f:\n            cloudpickle.dump((model_data, self._act_params), f)", 
    "path": "baselines/deepq/deepq.py", 
    "repo": "openai/baselines", 
    "sha": "3301089b48c42b87b396e246ea3f56fa4bfc9678", 
    "url": "https://github.com/openai/baselines/blob/3301089b48c42b87b396e246ea3f56fa4bfc9678/baselines/deepq/deepq.py#L55-L72"
}

ruby

An example of 'train' looks as follows.

{
    "code": "def render_body(context, options)\n      if options.key?(:partial)\n        [render_partial(context, options)]\n      else\n        StreamingTemplateRenderer.new(@lookup_context).render(context, options)\n      end\n    end", 
    "code_tokens": ["def", "render_body", "(", "context", ",", "options", ")", "if", "options", ".", "key?", "(", ":partial", ")", "[", "render_partial", "(", "context", ",", "options", ")", "]", "else", "StreamingTemplateRenderer", ".", "new", "(", "@lookup_context", ")", ".", "render", "(", "context", ",", "options", ")", "end", "end"], 
    "docstring": "Render but returns a valid Rack body. If fibers are defined, we return\n a streaming body that renders the template piece by piece.\n\n Note that partials are not supported to be rendered with streaming,\n so in such cases, we just wrap them in an array.", 
    "docstring_tokens": ["Render", "but", "returns", "a", "valid", "Rack", "body", ".", "If", "fibers", "are", "defined", "we", "return", "a", "streaming", "body", "that", "renders", "the", "template", "piece", "by", "piece", "."], 
    "func_name": "ActionView.Renderer.render_body", 
    "id": 0, 
    "language": "ruby", 
    "original_string": "def render_body(context, options)\n      if options.key?(:partial)\n        [render_partial(context, options)]\n      else\n        StreamingTemplateRenderer.new(@lookup_context).render(context, options)\n      end\n    end", 
    "path": "actionview/lib/action_view/renderer/renderer.rb", 
    "repo": "rails/rails", 
    "sha": "85a8bc644be69908f05740a5886ec19cd3679df5", 
    "url": "https://github.com/rails/rails/blob/85a8bc644be69908f05740a5886ec19cd3679df5/actionview/lib/action_view/renderer/renderer.rb#L38-L44"
}

Data Fields

In the following each data field in go is explained for each config. The data fields are the same among all splits.

go, java, javascript, php, python, ruby

field name	type	description
id	int32	Index of the sample
repo	string	repo: the owner/repo
path	string	path: the full path to the original file
func_name	string	func_name: the function or method name
original_string	string	original_string: the raw string before tokenization or parsing
language	string	language: the programming language name
code	string	code/function: the part of the original_string that is code
code_tokens	Sequence[string]	code_tokens/function_tokens: tokenized version of code
docstring	string	docstring: the top-level comment or docstring, if it exists in the original string
docstring_tokens	Sequence[string]	docstring_tokens: tokenized version of docstring
sha	string	sha of the file
url	string	url of the file

Data Splits

name	train	validation	test
go	167288	7325	8122
java	164923	5183	10955
javascript	58025	3885	3291
php	241241	12982	14014
python	251820	13914	14918
ruby	24927	1400	1261

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Initial Data Collection and Normalization

Data from CodeSearchNet Challenge dataset. [More Information Needed]

Who are the source language producers?

Software Engineering developers.

Annotations

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

https://github.com/microsoft, https://github.com/madlag

Licensing Information

Computational Use of Data Agreement (C-UDA) License.

Citation Information

@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}
}

Contributions

Thanks to @madlag (and partly also @ncoop57) for adding this dataset.

Datasets:

google
/

code_x_glue_ct_code_to_text

Dataset Card for "code_x_glue_ct_code_to_text"

Table of Contents

Dataset Description

Dataset Summary

Supported Tasks and Leaderboards

Languages

Dataset Structure

Data Instances

go

java

javascript

php

python

ruby

Data Fields

go, java, javascript, php, python, ruby

Data Splits

Dataset Creation

Curation Rationale

Source Data

Initial Data Collection and Normalization

Who are the source language producers?

Annotations

Annotation process

Who are the annotators?

Personal and Sensitive Information

Considerations for Using the Data

Social Impact of Dataset

Discussion of Biases

Other Known Limitations

Additional Information

Dataset Curators

Licensing Information

Citation Information

Contributions