# xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval import io import json import zipfile from collections import defaultdict import datasets import urllib.parse import textwrap from multiprocessing import Pool, cpu_count import os logger = datasets.logging.get_logger(__name__) _CITATION = """\ @misc{khan2023xcodeeval, title={xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval}, author={Mohammad Abdullah Matin Khan and M Saiful Bari and Xuan Long Do and Weishi Wang and Md Rizwan Parvez and Shafiq Joty}, year={2023}, eprint={2303.03004}, archivePrefix={arXiv}, primaryClass={cs.CL} } """ _DESCRIPTION = """\ The ability to solve problems is a hallmark of intelligence and has been an enduring goal in AI. AI systems that can create programs as solutions to problems or assist developers in writing programs can increase productivity and make programming more accessible. Recently, pre-trained large language models have shown impressive abilities in generating new codes from natural language descriptions, repairing buggy codes, translating codes between languages, and retrieving relevant code segments. However, the evaluation of these models has often been performed in a scattered way on only one or two specific tasks, in a few languages, at a partial granularity (e.g., function) level and in many cases without proper training data. Even more concerning is that in most cases the evaluation of generated codes has been done in terms of mere lexical overlap rather than actual execution whereas semantic similarity (or equivalence) of two code segments depends only on their ``execution similarity'', i.e., being able to get the same output for a given input. """ _HOMEPAGE = "https://github.com/ntunlp/xCodeEval" _LICENSE = "CC-BY-NC-4.0" _RETRIEVAL_LANGUAGES = [ "C#", "C++", "C", "D", "Go", "Haskell", "Java", "Javascript", "Kotlin", "Ocaml", "PHP", "Pascal", "Perl", "Python", "Ruby", "Rust", "Scala" ] _NON_RETRIEVAL_LANGUAGES = [ "C#", "C++", "C", "Go", "Java", "Javascript", "Kotlin", "PHP", "Python", "Ruby", "Rust", ] _TASKS = [ "apr", "code_compilation", "code_translation", "program_synthesis", "retrieval_code_code", "retrieval_nl_code", "retrieval_corpus", "tag_classification", ] _PROBLEM_DESC_REQ_TASK = [ "apr", "code_translation", "program_synthesis", "tag_classification", ] _UNIT_TEST_REQ_TASK = [ "apr", "code_translation", "program_synthesis", ] _DESCRIPTIONS = { "apr": textwrap.dedent( """### Key Definitions 1. `similarity_score`: A similarity score between `bug_source_code` and `fix_source_code` given by difflib. 2. `equal_cnt`: A metric comparing `bug_source_code` and `fix_source_code`. Recommended by difflib. 3. `replace_cnt`: A metric comparing `bug_source_code` and `fix_source_code`. Recommended by difflib. 4. `delete_cnt`: A metric comparing `bug_source_code` and `fix_source_code`. Recommended by difflib. 5. `insert_cnt`: A metric comparing `bug_source_code` and `fix_source_code`. Recommended by difflib. 6. `fix_ops_cnt`: A metric comparing `bug_source_code` and `fix_source_code`. Recommended by difflib. 7. `bug_source_code`: Buggy code. 8. `fix_source_code`: A potential fix of the buggy code that passed all the unit tests. 9. `lang`: Runtime/Compiler version of the `source_code`. 10. `fix_code_uid`: A unique ID for the fix code. It is not important for model training. If you find any issue with the sample, you can report it to us mentioning the `fix_code_uid`. 11. `bug_code_uid`: A unique ID for the buggy code. It is not important for model training. If you find any issue with the sample, you can report it to us mentioning the `bug_code_uid`. 12. `src_uid`: A specific identifier that shows which problem the code is associated with. This identifier is **important** for the training of the model. The problem referred to by the `src_uid` provides a natural description of the problem that the code successfully solved. Refer to [Structure of `problem_descriptions.jsonl`](./README.md#structure-of-problem_descriptionsjsonl) 13. `apr_id`: A unique ID for the apr sample. It is not important for model training. If you find any issue with the sample, you can report it to us mentioning the `apr_id`. 14. `difficulty`: Difficulty rating of the problem indicated by `src_uid`. The higher the harder. 15. `tags`: List of potential algorithmic techniques required to write the program. 16. `bug_exec_outcome`: A pre-run execution outcome of `bug_source_code`. Follow [Section 4.1](https://arxiv.org/pdf/2303.03004.pdf) to know the potential list of outcomes. The `exec_outcome` flags in the training data comes from a pre-run environmeent. However, training data doesn't includes unit-test to avoid potential hacks. We provide unit test for only dev and test data. 17. `fix_exec_outcome`: A pre-run execution outcome of `fix_source_code`. Follow [Section 4.1](https://arxiv.org/pdf/2303.03004.pdf) to know the potential list of outcomes. The `exec_outcome` flags in the training data comes from a pre-run environmeent. However, training data doesn't includes unit-test to avoid potential hacks. We provide unit test for only dev and test data. 18. `potential_dominant_fix_op`: A potential fix op recommended by difflib. 19. `lang_cluster`: A generic programming language name the value of `lang` belongs to. Objective: Given a `bug_source_code` the objective is to generate a fixed version of the code that passes all the unit test. Use `fix_source_code` for training.""" ), "code_translation": textwrap.dedent( """### Key Definitions 1. `lang`: Runtime/Compiler version of the `source_code`. 2. `source_code`: A program. 3. `code_uid`: A unique ID for the sample. It is not important for model training. If you find any issue with the sample, you can report it to us mentioning the `code_uid`. 4. `src_uid`: A specific identifier that shows which problem the code is associated with. This identifier is **important** for the training of the model. The problem referred to by the `src_uid` provides a natural description of the problem that the code successfully solved. Refer to [Structure of `problem_descriptions.jsonl`](./README.md#structure-of-problem_descriptionsjsonl) 5. `difficulty`: Difficulty rating of the problem indicated by `src_uid`. The higher the harder. 6. `exec_outcome`: Execution outcome status. Follow [Section 4.1](https://arxiv.org/pdf/2303.03004.pdf) to know the potential list of outcomes. The `exec_outcome` flags in the training data comes from a pre-run environmeent. However, training data doesn't includes unit-test to avoid potential hacks. We provide unit test for only dev and test data. Objective: Given a source code in lang, generate a code in target lang.""" ), "program_synthesis": textwrap.dedent( """### Key Definitions 1. `lang`: Runtime/Compiler version of the `source_code`. 2. `source_code`: A program. 3. `tags`: List of potential algorithmic techniques required to write the program. 4. `lang_cluster`: A generic programming language name the value of `lang` belongs to. 5. `src_uid`: A specific identifier that shows which problem the code is associated with. This identifier is **important** for the training of the model. The problem referred to by the `src_uid` provides a natural description of the problem that the code successfully solved. Refer to [Structure of `problem_descriptions.jsonl`](./README.md#structure-of-problem_descriptionsjsonl) 6. `code_uid`: A unique ID for the sample. It is not important for model training. If you find any issue with the sample, you can report it to us mentioning the `code_uid`. 7. `difficulty`: Difficulty rating of the problem indicated by `src_uid`. The higher the harder. 8. `exec_outcome`: Execution outcome status. Follow [Section 4.1](https://arxiv.org/pdf/2303.03004.pdf) to know the potential list of outcomes. The `exec_outcome` flags in the training data comes from a pre-run environmeent. However, training data doesn't includes unit-test to avoid potential hacks. We provide unit test for only dev and test data. Objective: Given a src_uid read problem description from `problem_descriptions.jsonl` and generate a solution for problem description."""), "retrieval_code_code": textwrap.dedent( """### Key Definitions 1. `positive_code` : list of positive codes for `nl` 2. `negative_code` : list of negative codes for `nl` 3. `src_uid` : A specific identifier that shows which problem the code is associated with. This identifier is **important** for the training of the model. The problem referred to by the `src_uid` provides a natural description of the problem that the code successfully solved. Refer to [Structure of `problem_descriptions.jsonl`](./README.md#structure-of-problem_descriptionsjsonl) 4. `source_code` : A source code given as input query. Objective: Given a source_code retrieve similar source code from `retrieval_corpus`.""" ), "retrieval_nl_code": textwrap.dedent( """### Key Definitions 1. `nl` : Problem description in textual format, math operations are written in latex. Given as input query. 2. `positive_code` : list of positive codes for `nl` 3. `negative_code` : list of negative codes for `nl` 4. `src_uid` : A specific identifier that shows which problem the code is associated with. This identifier is **important** for the training of the model. The problem referred to by the `src_uid` provides a natural description of the problem that the code successfully solved. Refer to [Structure of `problem_descriptions.jsonl`](./README.md#structure-of-problem_descriptionsjsonl) Objective: Given a nl (problem description) retrieve similar source code from `retrieval_corpus`.""" ), "retrieval_corpus": textwrap.dedent( """### Key Definitions 1. `idx` : unique index for each sample on a specific langauge (read language from filename). 4. `source_code` : A source code given as retrieval document. Objective: Use the retrival_corpus to perform query for retrieval_nl_code and retrieval_code_code .""" ), "code_compilation": textwrap.dedent( """### Key Definitions 1. `lang`: Runtime/Compiler version of the `source_code`. 2. `source_code`: A program. 3. `lang_cluster`: A generic programming language name the value of `lang` belongs to. 4. `compilation_error`: True/False, Indicates if the code generates a compilation error or not. 5. `code_uid`: A unique ID for the sample. It is not important for model training. If you find any issue with the sample, you can report it to us mentioning the `code_uid`. 6. `src_uid`: A specific identifier that shows which problem the code is associated with. This identifier is **important** for the training of the model. The problem referred to by the `src_uid` provides a natural description of the problem that the code successfully solved. Refer to [Structure of `problem_descriptions.jsonl`](./README.md#structure-of-problem_descriptionsjsonl) 7. `difficulty`: Difficulty rating of the problem indicated by `src_uid`. The higher the harder. Objective: Given a `source_code` the objective is to classify if the code compiles or not (label:compilation_error) .""" ), "tag_classification": textwrap.dedent( """### Key Definitions 1. `lang`: Runtime/Compiler version of the `source_code`. 2. `source_code`: A program. 3. `tags`: List of potential algorithmic techniques required to write the program. 4. `lang_cluster`: A generic programming language name the value of `lang` belongs to. 5. `code_uid`: A unique ID for the sample. It is not important for model training. If you find any issue with the sample, you can report it to us mentioning the `code_uid`. 6. `src_uid`: A specific identifier that shows which problem the code is associated with. This identifier is **important** for the training of the model. The problem referred to by the `src_uid` provides a natural description of the problem that the code successfully solved. Refer to [Structure of `problem_descriptions.jsonl`](./README.md#structure-of-problem_descriptionsjsonl) 7. `difficulty`: Difficulty rating of the problem indicated by `src_uid`. The higher the harder. Objective: Given a `source_code` the objective is to classify the code into multi-label tags (label:tags) .""" ), } _CUSTOM_FEATURES = { "tags": datasets.Sequence(datasets.Value("string")), "similarity_score": datasets.Value("float32"), "equal_cnt": datasets.Value("int32"), "replace_cnt": datasets.Value("int32"), "delete_cnt": datasets.Value("int32"), "insert_cnt": datasets.Value("int32"), "fix_ops_cnt": datasets.Value("int32"), "difficulty": datasets.Value("int32"), "compilation_error": datasets.Value("bool"), # "prob_desc_sample_inputs": datasets.Sequence(datasets.Value("string")), # "prob_desc_sample_outputs": datasets.Sequence(datasets.Value("string")), } _PROB_DESC_TEXT_FEATURES = { "description" : "prob_desc_description", "input_from" : "prob_desc_input_from", "output_to" : "prob_desc_output_to", "time_limit" : "prob_desc_time_limit", "memory_limit" : "prob_desc_memory_limit", "input_spec" : "prob_desc_input_spec", "output_spec" : "prob_desc_output_spec", "sample_inputs" : "prob_desc_sample_inputs", "sample_outputs" : "prob_desc_sample_outputs", "notes" : "prob_desc_notes", "created_at" : "prob_desc_created_at", } _TEXT_FEATURES = { "apr": { "file_name", "similarity_score", "equal_cnt", "replace_cnt", "delete_cnt", "delete_cnt", "fix_ops_cnt", "bug_source_code", "fix_source_code", "lang", "fix_code_uid", "bug_code_uid", "src_uid", "apr_id", "difficulty", "tags", "bug_exec_outcome", "fix_exec_outcome", "potential_dominant_fix_op", "lang_cluster", }, "code_translation": { "file_name", "lang", "source_code", "code_uid", "src_uid", "difficulty", "exec_outcome", }, "program_synthesis": { "file_name", "lang", "source_code", "tags", "lang_cluster", "src_uid", "code_uid", "difficulty", "exec_outcome" }, "retrieval_code_code": { "file_name", "positive_code", "negative_code", "src_uid", "source_code", }, "retrieval_nl_code": { "file_name", "nl", "positive_code", "negative_code", "src_uid", }, "retrieval_corpus": { "file_name", "idx", "source_code", }, "code_compilation": { "file_name", "lang", "source_code", "compilation_error", "code_uid", "src_uid", "difficulty", }, "tag_classification": { "file_name", "lang", "source_code", "tags", "lang_cluster", "code_uid", "src_uid", "difficulty", }, } for task in _PROBLEM_DESC_REQ_TASK: _TEXT_FEATURES[task].update(set(_PROB_DESC_TEXT_FEATURES.values())) _SHARDS = { "apr":[ {"type":"directory","name":"apr/test","contents":[ {"type":"file","name":"C#.jsonl"}, {"type":"file","name":"C++.jsonl"}, {"type":"file","name":"C.jsonl"}, {"type":"file","name":"Go.jsonl"}, {"type":"file","name":"Java.jsonl"}, {"type":"file","name":"Javascript.jsonl"}, {"type":"file","name":"Kotlin.jsonl"}, {"type":"file","name":"PHP.jsonl"}, {"type":"file","name":"Python.jsonl"}, {"type":"file","name":"Ruby.jsonl"}, {"type":"file","name":"Rust.jsonl"} ]}, {"type":"directory","name":"apr/train","contents":[ {"type":"file","name":"train_000.jsonl"}, {"type":"file","name":"train_001.jsonl"}, {"type":"file","name":"train_002.jsonl"}, {"type":"file","name":"train_003.jsonl"}, {"type":"file","name":"train_004.jsonl"}, {"type":"file","name":"train_005.jsonl"}, {"type":"file","name":"train_006.jsonl"}, {"type":"file","name":"train_007.jsonl"}, {"type":"file","name":"train_008.jsonl"}, {"type":"file","name":"train_009.jsonl"}, {"type":"file","name":"train_010.jsonl"}, {"type":"file","name":"train_011.jsonl"}, {"type":"file","name":"train_012.jsonl"}, {"type":"file","name":"train_013.jsonl"}, {"type":"file","name":"train_014.jsonl"}, {"type":"file","name":"train_015.jsonl"}, {"type":"file","name":"train_016.jsonl"}, {"type":"file","name":"train_017.jsonl"}, {"type":"file","name":"train_018.jsonl"}, {"type":"file","name":"train_019.jsonl"}, {"type":"file","name":"train_020.jsonl"}, {"type":"file","name":"train_021.jsonl"}, {"type":"file","name":"train_022.jsonl"}, {"type":"file","name":"train_023.jsonl"}, {"type":"file","name":"train_024.jsonl"}, {"type":"file","name":"train_025.jsonl"}, {"type":"file","name":"train_026.jsonl"}, {"type":"file","name":"train_027.jsonl"}, {"type":"file","name":"train_028.jsonl"}, {"type":"file","name":"train_029.jsonl"}, {"type":"file","name":"train_030.jsonl"}, {"type":"file","name":"train_031.jsonl"}, {"type":"file","name":"train_032.jsonl"}, {"type":"file","name":"train_033.jsonl"}, {"type":"file","name":"train_034.jsonl"}, {"type":"file","name":"train_035.jsonl"}, {"type":"file","name":"train_036.jsonl"}, {"type":"file","name":"train_037.jsonl"}, {"type":"file","name":"train_038.jsonl"}, {"type":"file","name":"train_039.jsonl"}, {"type":"file","name":"train_040.jsonl"}, {"type":"file","name":"train_041.jsonl"}, {"type":"file","name":"train_042.jsonl"}, {"type":"file","name":"train_043.jsonl"}, {"type":"file","name":"train_044.jsonl"}, {"type":"file","name":"train_045.jsonl"}, {"type":"file","name":"train_046.jsonl"}, {"type":"file","name":"train_047.jsonl"}, {"type":"file","name":"train_048.jsonl"}, {"type":"file","name":"train_049.jsonl"}, {"type":"file","name":"train_050.jsonl"}, {"type":"file","name":"train_051.jsonl"}, {"type":"file","name":"train_052.jsonl"}, {"type":"file","name":"train_053.jsonl"}, {"type":"file","name":"train_054.jsonl"}, {"type":"file","name":"train_055.jsonl"}, {"type":"file","name":"train_056.jsonl"}, {"type":"file","name":"train_057.jsonl"}, {"type":"file","name":"train_058.jsonl"}, {"type":"file","name":"train_059.jsonl"}, {"type":"file","name":"train_060.jsonl"}, {"type":"file","name":"train_061.jsonl"}, {"type":"file","name":"train_062.jsonl"}, {"type":"file","name":"train_063.jsonl"}, {"type":"file","name":"train_064.jsonl"}, {"type":"file","name":"train_065.jsonl"}, {"type":"file","name":"train_066.jsonl"}, {"type":"file","name":"train_067.jsonl"}, {"type":"file","name":"train_068.jsonl"}, {"type":"file","name":"train_069.jsonl"}, {"type":"file","name":"train_070.jsonl"}, {"type":"file","name":"train_071.jsonl"}, {"type":"file","name":"train_072.jsonl"}, {"type":"file","name":"train_073.jsonl"}, {"type":"file","name":"train_074.jsonl"}, {"type":"file","name":"train_075.jsonl"}, {"type":"file","name":"train_076.jsonl"}, {"type":"file","name":"train_077.jsonl"}, {"type":"file","name":"train_078.jsonl"}, {"type":"file","name":"train_079.jsonl"}, {"type":"file","name":"train_080.jsonl"}, {"type":"file","name":"train_081.jsonl"}, {"type":"file","name":"train_082.jsonl"}, {"type":"file","name":"train_083.jsonl"}, {"type":"file","name":"train_084.jsonl"}, {"type":"file","name":"train_085.jsonl"}, {"type":"file","name":"train_086.jsonl"}, {"type":"file","name":"train_087.jsonl"}, {"type":"file","name":"train_088.jsonl"}, {"type":"file","name":"train_089.jsonl"}, {"type":"file","name":"train_090.jsonl"}, {"type":"file","name":"train_091.jsonl"}, {"type":"file","name":"train_092.jsonl"}, {"type":"file","name":"train_093.jsonl"} ]}, {"type":"directory","name":"apr/validation","contents":[ {"type":"file","name":"C#.jsonl"}, {"type":"file","name":"C++.jsonl"}, {"type":"file","name":"C.jsonl"}, {"type":"file","name":"Go.jsonl"}, {"type":"file","name":"Java.jsonl"}, {"type":"file","name":"Javascript.jsonl"}, {"type":"file","name":"Kotlin.jsonl"}, {"type":"file","name":"PHP.jsonl"}, {"type":"file","name":"Python.jsonl"}, {"type":"file","name":"Ruby.jsonl"}, {"type":"file","name":"Rust.jsonl"} ]}, {"type":"report","directories":0,"files":116} ], "code_translation":[ {"type":"directory","name":"code_translation/test","contents":[ {"type":"file","name":"C#.jsonl"}, {"type":"file","name":"C++.jsonl"}, {"type":"file","name":"C.jsonl"}, {"type":"file","name":"Go.jsonl"}, {"type":"file","name":"Java.jsonl"}, {"type":"file","name":"Javascript.jsonl"}, {"type":"file","name":"Kotlin.jsonl"}, {"type":"file","name":"PHP.jsonl"}, {"type":"file","name":"Python.jsonl"}, {"type":"file","name":"Ruby.jsonl"}, {"type":"file","name":"Rust.jsonl"} ]}, {"type":"directory","name":"code_translation/train","contents":[ {"type":"file","name":"train_000.jsonl"}, {"type":"file","name":"train_001.jsonl"}, {"type":"file","name":"train_002.jsonl"}, {"type":"file","name":"train_003.jsonl"}, {"type":"file","name":"train_004.jsonl"}, {"type":"file","name":"train_005.jsonl"}, {"type":"file","name":"train_006.jsonl"}, {"type":"file","name":"train_007.jsonl"}, {"type":"file","name":"train_008.jsonl"}, {"type":"file","name":"train_009.jsonl"}, {"type":"file","name":"train_010.jsonl"}, {"type":"file","name":"train_011.jsonl"}, {"type":"file","name":"train_012.jsonl"}, {"type":"file","name":"train_013.jsonl"}, {"type":"file","name":"train_014.jsonl"}, {"type":"file","name":"train_015.jsonl"}, {"type":"file","name":"train_016.jsonl"}, {"type":"file","name":"train_017.jsonl"}, {"type":"file","name":"train_018.jsonl"}, {"type":"file","name":"train_019.jsonl"}, {"type":"file","name":"train_020.jsonl"}, {"type":"file","name":"train_021.jsonl"}, {"type":"file","name":"train_022.jsonl"}, {"type":"file","name":"train_023.jsonl"}, {"type":"file","name":"train_024.jsonl"}, {"type":"file","name":"train_025.jsonl"}, {"type":"file","name":"train_026.jsonl"}, {"type":"file","name":"train_027.jsonl"}, {"type":"file","name":"train_028.jsonl"}, {"type":"file","name":"train_029.jsonl"}, {"type":"file","name":"train_030.jsonl"}, {"type":"file","name":"train_031.jsonl"}, {"type":"file","name":"train_032.jsonl"}, {"type":"file","name":"train_033.jsonl"}, {"type":"file","name":"train_034.jsonl"}, {"type":"file","name":"train_035.jsonl"}, {"type":"file","name":"train_036.jsonl"}, {"type":"file","name":"train_037.jsonl"}, {"type":"file","name":"train_038.jsonl"}, {"type":"file","name":"train_039.jsonl"}, {"type":"file","name":"train_040.jsonl"}, {"type":"file","name":"train_041.jsonl"}, {"type":"file","name":"train_042.jsonl"}, {"type":"file","name":"train_043.jsonl"}, {"type":"file","name":"train_044.jsonl"}, {"type":"file","name":"train_045.jsonl"}, {"type":"file","name":"train_046.jsonl"}, {"type":"file","name":"train_047.jsonl"}, {"type":"file","name":"train_048.jsonl"}, {"type":"file","name":"train_049.jsonl"}, {"type":"file","name":"train_050.jsonl"}, {"type":"file","name":"train_051.jsonl"}, {"type":"file","name":"train_052.jsonl"}, {"type":"file","name":"train_053.jsonl"}, {"type":"file","name":"train_054.jsonl"}, {"type":"file","name":"train_055.jsonl"}, {"type":"file","name":"train_056.jsonl"}, {"type":"file","name":"train_057.jsonl"}, {"type":"file","name":"train_058.jsonl"}, {"type":"file","name":"train_059.jsonl"}, {"type":"file","name":"train_060.jsonl"}, {"type":"file","name":"train_061.jsonl"}, {"type":"file","name":"train_062.jsonl"}, {"type":"file","name":"train_063.jsonl"}, {"type":"file","name":"train_064.jsonl"}, {"type":"file","name":"train_065.jsonl"}, {"type":"file","name":"train_066.jsonl"}, {"type":"file","name":"train_067.jsonl"}, {"type":"file","name":"train_068.jsonl"}, {"type":"file","name":"train_069.jsonl"}, {"type":"file","name":"train_070.jsonl"}, {"type":"file","name":"train_071.jsonl"}, {"type":"file","name":"train_072.jsonl"}, {"type":"file","name":"train_073.jsonl"}, {"type":"file","name":"train_074.jsonl"}, {"type":"file","name":"train_075.jsonl"}, {"type":"file","name":"train_076.jsonl"}, {"type":"file","name":"train_077.jsonl"}, {"type":"file","name":"train_078.jsonl"}, {"type":"file","name":"train_079.jsonl"}, {"type":"file","name":"train_080.jsonl"}, {"type":"file","name":"train_081.jsonl"}, {"type":"file","name":"train_082.jsonl"}, {"type":"file","name":"train_083.jsonl"}, {"type":"file","name":"train_084.jsonl"}, {"type":"file","name":"train_085.jsonl"}, {"type":"file","name":"train_086.jsonl"}, {"type":"file","name":"train_087.jsonl"}, {"type":"file","name":"train_088.jsonl"}, {"type":"file","name":"train_089.jsonl"}, {"type":"file","name":"train_090.jsonl"}, {"type":"file","name":"train_091.jsonl"}, {"type":"file","name":"train_092.jsonl"}, {"type":"file","name":"train_093.jsonl"}, {"type":"file","name":"train_094.jsonl"}, {"type":"file","name":"train_095.jsonl"}, {"type":"file","name":"train_096.jsonl"}, {"type":"file","name":"train_097.jsonl"}, {"type":"file","name":"train_098.jsonl"}, {"type":"file","name":"train_099.jsonl"}, {"type":"file","name":"train_100.jsonl"}, {"type":"file","name":"train_101.jsonl"}, {"type":"file","name":"train_102.jsonl"}, {"type":"file","name":"train_103.jsonl"}, {"type":"file","name":"train_104.jsonl"}, {"type":"file","name":"train_105.jsonl"}, {"type":"file","name":"train_106.jsonl"}, {"type":"file","name":"train_107.jsonl"}, {"type":"file","name":"train_108.jsonl"}, {"type":"file","name":"train_109.jsonl"}, {"type":"file","name":"train_110.jsonl"} ]}, {"type":"directory","name":"code_translation/validation","contents":[ {"type":"file","name":"C#.jsonl"}, {"type":"file","name":"C++.jsonl"}, {"type":"file","name":"C.jsonl"}, {"type":"file","name":"Go.jsonl"}, {"type":"file","name":"Java.jsonl"}, {"type":"file","name":"Javascript.jsonl"}, {"type":"file","name":"Kotlin.jsonl"}, {"type":"file","name":"PHP.jsonl"}, {"type":"file","name":"Python.jsonl"}, {"type":"file","name":"Ruby.jsonl"}, {"type":"file","name":"Rust.jsonl"} ]}, {"type":"report","directories":0,"files":133} ], "program_synthesis":[ {"type":"directory","name":"program_synthesis/test","contents":[ {"type":"file","name":"prog_syn_test.jsonl"} ]}, {"type":"directory","name":"program_synthesis/train","contents":[ {"type":"file","name":"train_000.jsonl"}, {"type":"file","name":"train_001.jsonl"}, {"type":"file","name":"train_002.jsonl"}, {"type":"file","name":"train_003.jsonl"}, {"type":"file","name":"train_004.jsonl"}, {"type":"file","name":"train_005.jsonl"}, {"type":"file","name":"train_006.jsonl"}, {"type":"file","name":"train_007.jsonl"}, {"type":"file","name":"train_008.jsonl"}, {"type":"file","name":"train_009.jsonl"}, {"type":"file","name":"train_010.jsonl"}, {"type":"file","name":"train_011.jsonl"}, {"type":"file","name":"train_012.jsonl"}, {"type":"file","name":"train_013.jsonl"}, {"type":"file","name":"train_014.jsonl"}, {"type":"file","name":"train_015.jsonl"}, {"type":"file","name":"train_016.jsonl"}, {"type":"file","name":"train_017.jsonl"}, {"type":"file","name":"train_018.jsonl"}, {"type":"file","name":"train_019.jsonl"}, {"type":"file","name":"train_020.jsonl"}, {"type":"file","name":"train_021.jsonl"}, {"type":"file","name":"train_022.jsonl"}, {"type":"file","name":"train_023.jsonl"}, {"type":"file","name":"train_024.jsonl"}, {"type":"file","name":"train_025.jsonl"}, {"type":"file","name":"train_026.jsonl"}, {"type":"file","name":"train_027.jsonl"}, {"type":"file","name":"train_028.jsonl"}, {"type":"file","name":"train_029.jsonl"}, {"type":"file","name":"train_030.jsonl"}, {"type":"file","name":"train_031.jsonl"}, {"type":"file","name":"train_032.jsonl"}, {"type":"file","name":"train_033.jsonl"}, {"type":"file","name":"train_034.jsonl"}, {"type":"file","name":"train_035.jsonl"}, {"type":"file","name":"train_036.jsonl"}, {"type":"file","name":"train_037.jsonl"}, {"type":"file","name":"train_038.jsonl"}, {"type":"file","name":"train_039.jsonl"}, {"type":"file","name":"train_040.jsonl"}, {"type":"file","name":"train_041.jsonl"}, {"type":"file","name":"train_042.jsonl"}, {"type":"file","name":"train_043.jsonl"}, {"type":"file","name":"train_044.jsonl"}, {"type":"file","name":"train_045.jsonl"}, {"type":"file","name":"train_046.jsonl"}, {"type":"file","name":"train_047.jsonl"}, {"type":"file","name":"train_048.jsonl"}, {"type":"file","name":"train_049.jsonl"}, {"type":"file","name":"train_050.jsonl"}, {"type":"file","name":"train_051.jsonl"}, {"type":"file","name":"train_052.jsonl"}, {"type":"file","name":"train_053.jsonl"}, {"type":"file","name":"train_054.jsonl"}, {"type":"file","name":"train_055.jsonl"}, {"type":"file","name":"train_056.jsonl"}, {"type":"file","name":"train_057.jsonl"}, {"type":"file","name":"train_058.jsonl"}, {"type":"file","name":"train_059.jsonl"}, {"type":"file","name":"train_060.jsonl"}, {"type":"file","name":"train_061.jsonl"}, {"type":"file","name":"train_062.jsonl"}, {"type":"file","name":"train_063.jsonl"}, {"type":"file","name":"train_064.jsonl"}, {"type":"file","name":"train_065.jsonl"}, {"type":"file","name":"train_066.jsonl"}, {"type":"file","name":"train_067.jsonl"}, {"type":"file","name":"train_068.jsonl"}, {"type":"file","name":"train_069.jsonl"}, {"type":"file","name":"train_070.jsonl"}, {"type":"file","name":"train_071.jsonl"}, {"type":"file","name":"train_072.jsonl"}, {"type":"file","name":"train_073.jsonl"}, {"type":"file","name":"train_074.jsonl"}, {"type":"file","name":"train_075.jsonl"}, {"type":"file","name":"train_076.jsonl"}, {"type":"file","name":"train_077.jsonl"}, {"type":"file","name":"train_078.jsonl"}, {"type":"file","name":"train_079.jsonl"}, {"type":"file","name":"train_080.jsonl"}, {"type":"file","name":"train_081.jsonl"}, {"type":"file","name":"train_082.jsonl"}, {"type":"file","name":"train_083.jsonl"}, {"type":"file","name":"train_084.jsonl"}, {"type":"file","name":"train_085.jsonl"}, {"type":"file","name":"train_086.jsonl"}, {"type":"file","name":"train_087.jsonl"}, {"type":"file","name":"train_088.jsonl"}, {"type":"file","name":"train_089.jsonl"}, {"type":"file","name":"train_090.jsonl"}, {"type":"file","name":"train_091.jsonl"}, {"type":"file","name":"train_092.jsonl"}, {"type":"file","name":"train_093.jsonl"}, {"type":"file","name":"train_094.jsonl"}, {"type":"file","name":"train_095.jsonl"}, {"type":"file","name":"train_096.jsonl"}, {"type":"file","name":"train_097.jsonl"}, {"type":"file","name":"train_098.jsonl"}, {"type":"file","name":"train_099.jsonl"}, {"type":"file","name":"train_100.jsonl"}, {"type":"file","name":"train_101.jsonl"}, {"type":"file","name":"train_102.jsonl"}, {"type":"file","name":"train_103.jsonl"}, {"type":"file","name":"train_104.jsonl"}, {"type":"file","name":"train_105.jsonl"}, {"type":"file","name":"train_106.jsonl"}, {"type":"file","name":"train_107.jsonl"}, {"type":"file","name":"train_108.jsonl"}, {"type":"file","name":"train_109.jsonl"}, {"type":"file","name":"train_110.jsonl"} ]}, {"type":"directory","name":"program_synthesis/validation","contents":[ {"type":"file","name":"prog_syn_val.jsonl"} ]}, {"type":"report","directories":0,"files":113} ], "retrieval_code_code":[ {"type":"directory","name":"retrieval_code_code/test","contents":[ {"type":"file","name":"C#_code_code_test_file.jsonl"}, {"type":"file","name":"C++_code_code_test_file.jsonl"}, {"type":"file","name":"C_code_code_test_file.jsonl"}, {"type":"file","name":"D_code_code_test_file.jsonl"}, {"type":"file","name":"Go_code_code_test_file.jsonl"}, {"type":"file","name":"Haskell_code_code_test_file.jsonl"}, {"type":"file","name":"Java_code_code_test_file.jsonl"}, {"type":"file","name":"Javascript_code_code_test_file.jsonl"}, {"type":"file","name":"Kotlin_code_code_test_file.jsonl"}, {"type":"file","name":"Ocaml_code_code_test_file.jsonl"}, {"type":"file","name":"Pascal_code_code_test_file.jsonl"}, {"type":"file","name":"Perl_code_code_test_file.jsonl"}, {"type":"file","name":"PHP_code_code_test_file.jsonl"}, {"type":"file","name":"Python_code_code_test_file.jsonl"}, {"type":"file","name":"Ruby_code_code_test_file.jsonl"}, {"type":"file","name":"Rust_code_code_test_file.jsonl"}, {"type":"file","name":"Scala_code_code_test_file.jsonl"} ]}, {"type":"directory","name":"retrieval_code_code/train","contents":[ {"type":"file","name":"C++_code_code_train_file_000.jsonl"}, {"type":"file","name":"C++_code_code_train_file_001.jsonl"}, {"type":"file","name":"C++_code_code_train_file_002.jsonl"}, {"type":"file","name":"C++_code_code_train_file_003.jsonl"}, {"type":"file","name":"C++_code_code_train_file_004.jsonl"}, {"type":"file","name":"C++_code_code_train_file_005.jsonl"}, {"type":"file","name":"C++_code_code_train_file_006.jsonl"}, {"type":"file","name":"C#_code_code_train_file.jsonl"}, {"type":"file","name":"C_code_code_train_file.jsonl"}, {"type":"file","name":"D_code_code_train_file.jsonl"}, {"type":"file","name":"Go_code_code_train_file.jsonl"}, {"type":"file","name":"Haskell_code_code_train_file.jsonl"}, {"type":"file","name":"Java_code_code_train_file_000.jsonl"}, {"type":"file","name":"Java_code_code_train_file_001.jsonl"}, {"type":"file","name":"Java_code_code_train_file_002.jsonl"}, {"type":"file","name":"Java_code_code_train_file_003.jsonl"}, {"type":"file","name":"Java_code_code_train_file_004.jsonl"}, {"type":"file","name":"Java_code_code_train_file_005.jsonl"}, {"type":"file","name":"Javascript_code_code_train_file.jsonl"}, {"type":"file","name":"Kotlin_code_code_train_file.jsonl"}, {"type":"file","name":"Ocaml_code_code_train_file.jsonl"}, {"type":"file","name":"Pascal_code_code_train_file.jsonl"}, {"type":"file","name":"Perl_code_code_train_file.jsonl"}, {"type":"file","name":"PHP_code_code_train_file.jsonl"}, {"type":"file","name":"Python_code_code_train_file.jsonl"}, {"type":"file","name":"Ruby_code_code_train_file.jsonl"}, {"type":"file","name":"Rust_code_code_train_file.jsonl"}, {"type":"file","name":"Scala_code_code_train_file.jsonl"} ]}, {"type":"directory","name":"retrieval_code_code/validation","contents":[ {"type":"file","name":"C#_code_code_dev_file.jsonl"}, {"type":"file","name":"C++_code_code_dev_file.jsonl"}, {"type":"file","name":"C_code_code_dev_file.jsonl"}, {"type":"file","name":"D_code_code_dev_file.jsonl"}, {"type":"file","name":"Go_code_code_dev_file.jsonl"}, {"type":"file","name":"Haskell_code_code_dev_file.jsonl"}, {"type":"file","name":"Java_code_code_dev_file.jsonl"}, {"type":"file","name":"Javascript_code_code_dev_file.jsonl"}, {"type":"file","name":"Kotlin_code_code_dev_file.jsonl"}, {"type":"file","name":"Ocaml_code_code_dev_file.jsonl"}, {"type":"file","name":"Pascal_code_code_dev_file.jsonl"}, {"type":"file","name":"Perl_code_code_dev_file.jsonl"}, {"type":"file","name":"PHP_code_code_dev_file.jsonl"}, {"type":"file","name":"Python_code_code_dev_file.jsonl"}, {"type":"file","name":"Ruby_code_code_dev_file.jsonl"}, {"type":"file","name":"Rust_code_code_dev_file.jsonl"}, {"type":"file","name":"Scala_code_code_dev_file.jsonl"} ]}, {"type":"report","directories":0,"files":79} ], "retrieval_nl_code":[ {"type":"directory","name":"retrieval_nl_code/test","contents":[ {"type":"file","name":"C#_nl_code_test_file.jsonl"}, {"type":"file","name":"C++_nl_code_test_file.jsonl"}, {"type":"file","name":"C_nl_code_test_file.jsonl"}, {"type":"file","name":"D_nl_code_test_file.jsonl"}, {"type":"file","name":"Go_nl_code_test_file.jsonl"}, {"type":"file","name":"Haskell_nl_code_test_file.jsonl"}, {"type":"file","name":"Java_nl_code_test_file.jsonl"}, {"type":"file","name":"Javascript_nl_code_test_file.jsonl"}, {"type":"file","name":"Kotlin_nl_code_test_file.jsonl"}, {"type":"file","name":"Ocaml_nl_code_test_file.jsonl"}, {"type":"file","name":"Pascal_nl_code_test_file.jsonl"}, {"type":"file","name":"Perl_nl_code_test_file.jsonl"}, {"type":"file","name":"PHP_nl_code_test_file.jsonl"}, {"type":"file","name":"Python_nl_code_test_file.jsonl"}, {"type":"file","name":"Ruby_nl_code_test_file.jsonl"}, {"type":"file","name":"Rust_nl_code_test_file.jsonl"}, {"type":"file","name":"Scala_nl_code_test_file.jsonl"} ]}, {"type":"directory","name":"retrieval_nl_code/train","contents":[ {"type":"file","name":"C++_nl_code_train_file_000.jsonl"}, {"type":"file","name":"C++_nl_code_train_file_001.jsonl"}, {"type":"file","name":"C++_nl_code_train_file_002.jsonl"}, {"type":"file","name":"C++_nl_code_train_file_003.jsonl"}, {"type":"file","name":"C++_nl_code_train_file_004.jsonl"}, {"type":"file","name":"C++_nl_code_train_file_005.jsonl"}, {"type":"file","name":"C++_nl_code_train_file_006.jsonl"}, {"type":"file","name":"C#_nl_code_train_file.jsonl"}, {"type":"file","name":"C_nl_code_train_file.jsonl"}, {"type":"file","name":"D_nl_code_train_file.jsonl"}, {"type":"file","name":"Go_nl_code_train_file.jsonl"}, {"type":"file","name":"Haskell_nl_code_train_file.jsonl"}, {"type":"file","name":"Java_nl_code_train_file_000.jsonl"}, {"type":"file","name":"Java_nl_code_train_file_001.jsonl"}, {"type":"file","name":"Java_nl_code_train_file_002.jsonl"}, {"type":"file","name":"Java_nl_code_train_file_003.jsonl"}, {"type":"file","name":"Java_nl_code_train_file_004.jsonl"}, {"type":"file","name":"Java_nl_code_train_file_005.jsonl"}, {"type":"file","name":"Javascript_nl_code_train_file.jsonl"}, {"type":"file","name":"Kotlin_nl_code_train_file.jsonl"}, {"type":"file","name":"Ocaml_nl_code_train_file.jsonl"}, {"type":"file","name":"Pascal_nl_code_train_file.jsonl"}, {"type":"file","name":"Perl_nl_code_train_file.jsonl"}, {"type":"file","name":"PHP_nl_code_train_file.jsonl"}, {"type":"file","name":"Python_nl_code_train_file.jsonl"}, {"type":"file","name":"Ruby_nl_code_train_file.jsonl"}, {"type":"file","name":"Rust_nl_code_train_file.jsonl"}, {"type":"file","name":"Scala_nl_code_train_file.jsonl"} ]}, {"type":"directory","name":"retrieval_nl_code/validation","contents":[ {"type":"file","name":"C#_nl_code_dev_file.jsonl"}, {"type":"file","name":"C++_nl_code_dev_file.jsonl"}, {"type":"file","name":"C_nl_code_dev_file.jsonl"}, {"type":"file","name":"D_nl_code_dev_file.jsonl"}, {"type":"file","name":"Go_nl_code_dev_file.jsonl"}, {"type":"file","name":"Haskell_nl_code_dev_file.jsonl"}, {"type":"file","name":"Java_nl_code_dev_file.jsonl"}, {"type":"file","name":"Javascript_nl_code_dev_file.jsonl"}, {"type":"file","name":"Kotlin_nl_code_dev_file.jsonl"}, {"type":"file","name":"Ocaml_nl_code_dev_file.jsonl"}, {"type":"file","name":"Pascal_nl_code_dev_file.jsonl"}, {"type":"file","name":"Perl_nl_code_dev_file.jsonl"}, {"type":"file","name":"PHP_nl_code_dev_file.jsonl"}, {"type":"file","name":"Python_nl_code_dev_file.jsonl"}, {"type":"file","name":"Ruby_nl_code_dev_file.jsonl"}, {"type":"file","name":"Rust_nl_code_dev_file.jsonl"}, {"type":"file","name":"Scala_nl_code_dev_file.jsonl"} ]}, {"type":"report","directories":0,"files":79} ], "retrieval_corpus":[ {"type":"directory","name":"retrieval_corpus/","contents":[ {"type":"file","name":"C#_code_retrieval_corpus.jsonl__000.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__000.jsonl"}, {"type":"file","name":"C_code_retrieval_corpus.jsonl__000.jsonl"}, {"type":"file","name":"C#_code_retrieval_corpus.jsonl__001.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__001.jsonl"}, {"type":"file","name":"C_code_retrieval_corpus.jsonl__001.jsonl"}, {"type":"file","name":"C#_code_retrieval_corpus.jsonl__002.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__002.jsonl"}, {"type":"file","name":"C_code_retrieval_corpus.jsonl__002.jsonl"}, {"type":"file","name":"C#_code_retrieval_corpus.jsonl__003.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__003.jsonl"}, {"type":"file","name":"C_code_retrieval_corpus.jsonl__003.jsonl"}, {"type":"file","name":"C#_code_retrieval_corpus.jsonl__004.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__004.jsonl"}, {"type":"file","name":"C_code_retrieval_corpus.jsonl__004.jsonl"}, {"type":"file","name":"C#_code_retrieval_corpus.jsonl__005.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__005.jsonl"}, {"type":"file","name":"C_code_retrieval_corpus.jsonl__005.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__006.jsonl"}, {"type":"file","name":"C_code_retrieval_corpus.jsonl__006.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__007.jsonl"}, {"type":"file","name":"C_code_retrieval_corpus.jsonl__007.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__008.jsonl"}, {"type":"file","name":"C_code_retrieval_corpus.jsonl__008.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__009.jsonl"}, {"type":"file","name":"C_code_retrieval_corpus.jsonl__009.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__010.jsonl"}, {"type":"file","name":"C_code_retrieval_corpus.jsonl__010.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__011.jsonl"}, {"type":"file","name":"C_code_retrieval_corpus.jsonl__011.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__012.jsonl"}, {"type":"file","name":"C_code_retrieval_corpus.jsonl__012.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__013.jsonl"}, {"type":"file","name":"C_code_retrieval_corpus.jsonl__013.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__014.jsonl"}, {"type":"file","name":"C_code_retrieval_corpus.jsonl__014.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__015.jsonl"}, {"type":"file","name":"C_code_retrieval_corpus.jsonl__015.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__016.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__017.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__018.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__019.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__020.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__021.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__022.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__023.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__024.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__025.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__026.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__027.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__028.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__029.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__030.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__031.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__032.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__033.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__034.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__035.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__036.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__037.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__038.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__039.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__040.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__041.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__042.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__043.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__044.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__045.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__046.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__047.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__048.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__049.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__050.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__051.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__052.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__053.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__054.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__055.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__056.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__057.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__058.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__059.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__060.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__061.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__062.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__063.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__064.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__065.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__066.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__067.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__068.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__069.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__070.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__071.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__072.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__073.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__074.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__075.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__076.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__077.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__078.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__079.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__080.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__081.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__082.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__083.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__084.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__085.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__086.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__087.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__088.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__089.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__090.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__091.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__092.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__093.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__094.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__095.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__096.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__097.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__098.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__099.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__100.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__101.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__102.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__103.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__104.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__105.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__106.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__107.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__108.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__109.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__110.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__111.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__112.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__113.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__114.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__115.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__116.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__117.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__118.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__119.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__120.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__121.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__122.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__123.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__124.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__125.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__126.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__127.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__128.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__129.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__130.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__131.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__132.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__133.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__134.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__135.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__136.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__137.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__138.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__139.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__140.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__141.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__142.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__143.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__144.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__145.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__146.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__147.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__148.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__149.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__150.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__151.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__152.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__153.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__154.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__155.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__156.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__157.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__158.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__159.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__160.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__161.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__162.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__163.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__164.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__165.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__166.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__167.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__168.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__169.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__170.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__171.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__172.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__173.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__174.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__175.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__176.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__177.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__178.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__179.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__180.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__181.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__182.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__183.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__184.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__185.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__186.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__187.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__188.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__189.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__190.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__191.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__192.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__193.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__194.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__195.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__196.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__197.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__198.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__199.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__200.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__201.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__202.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__203.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__204.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__205.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__206.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__207.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__208.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__209.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__210.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__211.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__212.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__213.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__214.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__215.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__216.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__217.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__218.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__219.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__220.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__221.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__222.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__223.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__224.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__225.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__226.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__227.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__228.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__229.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__230.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__231.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__232.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__233.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__234.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__235.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__236.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__237.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__238.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__239.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__240.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__241.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__242.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__243.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__244.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__245.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__246.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__247.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__248.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__249.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__250.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__251.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__252.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__253.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__254.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__255.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__256.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__257.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__258.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__259.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__260.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__261.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__262.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__263.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__264.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__265.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__266.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__267.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__268.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__269.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__270.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__271.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__272.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__273.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__274.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__275.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__276.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__277.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__278.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__279.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__280.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__281.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__282.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__283.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__284.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__285.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__286.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__287.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__288.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__289.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__290.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__291.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__292.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__293.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__294.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__295.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__296.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__297.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__298.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__299.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__300.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__301.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__302.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__303.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__304.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__305.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__306.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__307.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__308.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__309.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__310.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__311.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__312.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__313.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__314.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__315.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__316.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__317.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__318.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__319.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__320.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__321.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__322.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__323.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__324.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__325.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__326.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__327.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__328.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__329.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__330.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__331.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__332.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__333.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__334.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__335.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__336.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__337.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__338.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__339.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__340.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__341.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__342.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__343.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__344.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__345.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__346.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__347.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__348.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__349.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__350.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__351.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__352.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__353.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__354.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__355.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__356.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__357.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__358.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__359.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__360.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__361.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__362.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__363.jsonl"}, {"type":"file","name":"C++_code_retrieval_corpus.jsonl__364.jsonl"}, {"type":"file","name":"D_code_retrieval_corpus.jsonl__000.jsonl"}, {"type":"file","name":"Go_code_retrieval_corpus.jsonl__000.jsonl"}, {"type":"file","name":"Go_code_retrieval_corpus.jsonl__001.jsonl"}, {"type":"file","name":"Haskell_code_retrieval_corpus.jsonl__000.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__000.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__001.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__002.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__003.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__004.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__005.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__006.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__007.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__008.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__009.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__010.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__011.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__012.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__013.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__014.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__015.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__016.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__017.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__018.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__019.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__020.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__021.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__022.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__023.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__024.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__025.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__026.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__027.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__028.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__029.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__030.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__031.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__032.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__033.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__034.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__035.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__036.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__037.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__038.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__039.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__040.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__041.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__042.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__043.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__044.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__045.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__046.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__047.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__048.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__049.jsonl"}, {"type":"file","name":"Java_code_retrieval_corpus.jsonl__050.jsonl"}, {"type":"file","name":"Javascript_code_retrieval_corpus.jsonl__000.jsonl"}, {"type":"file","name":"Javascript_code_retrieval_corpus.jsonl__001.jsonl"}, {"type":"file","name":"Kotlin_code_retrieval_corpus.jsonl__000.jsonl"}, {"type":"file","name":"Kotlin_code_retrieval_corpus.jsonl__001.jsonl"}, {"type":"file","name":"Kotlin_code_retrieval_corpus.jsonl__002.jsonl"}, {"type":"file","name":"Ocaml_code_retrieval_corpus.jsonl__000.jsonl"}, {"type":"file","name":"Pascal_code_retrieval_corpus.jsonl__000.jsonl"}, {"type":"file","name":"Pascal_code_retrieval_corpus.jsonl__001.jsonl"}, {"type":"file","name":"Pascal_code_retrieval_corpus.jsonl__002.jsonl"}, {"type":"file","name":"Pascal_code_retrieval_corpus.jsonl__003.jsonl"}, {"type":"file","name":"Pascal_code_retrieval_corpus.jsonl__004.jsonl"}, {"type":"file","name":"Pascal_code_retrieval_corpus.jsonl__005.jsonl"}, {"type":"file","name":"Pascal_code_retrieval_corpus.jsonl__006.jsonl"}, {"type":"file","name":"Pascal_code_retrieval_corpus.jsonl__007.jsonl"}, {"type":"file","name":"Pascal_code_retrieval_corpus.jsonl__008.jsonl"}, {"type":"file","name":"Pascal_code_retrieval_corpus.jsonl__009.jsonl"}, {"type":"file","name":"Perl_code_retrieval_corpus.jsonl__000.jsonl"}, {"type":"file","name":"PHP_code_retrieval_corpus.jsonl__000.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__000.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__001.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__002.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__003.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__004.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__005.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__006.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__007.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__008.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__009.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__010.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__011.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__012.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__013.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__014.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__015.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__016.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__017.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__018.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__019.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__020.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__021.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__022.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__023.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__024.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__025.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__026.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__027.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__028.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__029.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__030.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__031.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__032.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__033.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__034.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__035.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__036.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__037.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__038.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__039.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__040.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__041.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__042.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__043.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__044.jsonl"}, {"type":"file","name":"Python_code_retrieval_corpus.jsonl__045.jsonl"}, {"type":"file","name":"Ruby_code_retrieval_corpus.jsonl__000.jsonl"}, {"type":"file","name":"Rust_code_retrieval_corpus.jsonl__000.jsonl"}, {"type":"file","name":"Rust_code_retrieval_corpus.jsonl__001.jsonl"}, {"type":"file","name":"Scala_code_retrieval_corpus.jsonl__000.jsonl"} ]}, {"type":"report","directories":0,"files":510} ], "code_compilation":[ {"type":"directory","name":"code_compilation/test","contents":[ {"type":"file","name":"C#.jsonl"}, {"type":"file","name":"C++.jsonl"}, {"type":"file","name":"C.jsonl"}, {"type":"file","name":"Go.jsonl"}, {"type":"file","name":"Java.jsonl"}, {"type":"file","name":"Javascript.jsonl"}, {"type":"file","name":"Kotlin.jsonl"}, {"type":"file","name":"PHP.jsonl"}, {"type":"file","name":"Python.jsonl"}, {"type":"file","name":"Ruby.jsonl"}, {"type":"file","name":"Rust.jsonl"} ]}, {"type":"directory","name":"code_compilation/train","contents":[ {"type":"file","name":"train_0000.jsonl"}, {"type":"file","name":"train_0001.jsonl"}, {"type":"file","name":"train_0002.jsonl"}, {"type":"file","name":"train_0003.jsonl"}, {"type":"file","name":"train_0004.jsonl"}, {"type":"file","name":"train_0005.jsonl"}, {"type":"file","name":"train_0006.jsonl"}, {"type":"file","name":"train_0007.jsonl"}, {"type":"file","name":"train_0008.jsonl"}, {"type":"file","name":"train_0009.jsonl"}, {"type":"file","name":"train_0010.jsonl"}, {"type":"file","name":"train_0011.jsonl"}, {"type":"file","name":"train_0012.jsonl"}, {"type":"file","name":"train_0013.jsonl"}, {"type":"file","name":"train_0014.jsonl"}, {"type":"file","name":"train_0015.jsonl"}, {"type":"file","name":"train_0016.jsonl"}, {"type":"file","name":"train_0017.jsonl"}, {"type":"file","name":"train_0018.jsonl"}, {"type":"file","name":"train_0019.jsonl"}, {"type":"file","name":"train_0020.jsonl"}, {"type":"file","name":"train_0021.jsonl"}, {"type":"file","name":"train_0022.jsonl"}, {"type":"file","name":"train_0023.jsonl"}, {"type":"file","name":"train_0024.jsonl"}, {"type":"file","name":"train_0025.jsonl"}, {"type":"file","name":"train_0026.jsonl"}, {"type":"file","name":"train_0027.jsonl"}, {"type":"file","name":"train_0028.jsonl"}, {"type":"file","name":"train_0029.jsonl"}, {"type":"file","name":"train_0030.jsonl"}, {"type":"file","name":"train_0031.jsonl"}, {"type":"file","name":"train_0032.jsonl"}, {"type":"file","name":"train_0033.jsonl"}, {"type":"file","name":"train_0034.jsonl"}, {"type":"file","name":"train_0035.jsonl"}, {"type":"file","name":"train_0036.jsonl"}, {"type":"file","name":"train_0037.jsonl"}, {"type":"file","name":"train_0038.jsonl"}, {"type":"file","name":"train_0039.jsonl"}, {"type":"file","name":"train_0040.jsonl"}, {"type":"file","name":"train_0041.jsonl"}, {"type":"file","name":"train_0042.jsonl"}, {"type":"file","name":"train_0043.jsonl"}, {"type":"file","name":"train_0044.jsonl"}, {"type":"file","name":"train_0045.jsonl"}, {"type":"file","name":"train_0046.jsonl"}, {"type":"file","name":"train_0047.jsonl"}, {"type":"file","name":"train_0048.jsonl"}, {"type":"file","name":"train_0049.jsonl"}, {"type":"file","name":"train_0050.jsonl"}, {"type":"file","name":"train_0051.jsonl"}, {"type":"file","name":"train_0052.jsonl"}, {"type":"file","name":"train_0053.jsonl"}, {"type":"file","name":"train_0054.jsonl"}, {"type":"file","name":"train_0055.jsonl"}, {"type":"file","name":"train_0056.jsonl"}, {"type":"file","name":"train_0057.jsonl"}, {"type":"file","name":"train_0058.jsonl"}, {"type":"file","name":"train_0059.jsonl"}, {"type":"file","name":"train_0060.jsonl"}, {"type":"file","name":"train_0061.jsonl"}, {"type":"file","name":"train_0062.jsonl"}, {"type":"file","name":"train_0063.jsonl"}, {"type":"file","name":"train_0064.jsonl"}, {"type":"file","name":"train_0065.jsonl"}, {"type":"file","name":"train_0066.jsonl"}, {"type":"file","name":"train_0067.jsonl"}, {"type":"file","name":"train_0068.jsonl"}, {"type":"file","name":"train_0069.jsonl"}, {"type":"file","name":"train_0070.jsonl"}, {"type":"file","name":"train_0071.jsonl"}, {"type":"file","name":"train_0072.jsonl"}, {"type":"file","name":"train_0073.jsonl"}, {"type":"file","name":"train_0074.jsonl"}, {"type":"file","name":"train_0075.jsonl"}, {"type":"file","name":"train_0076.jsonl"}, {"type":"file","name":"train_0077.jsonl"}, {"type":"file","name":"train_0078.jsonl"}, {"type":"file","name":"train_0079.jsonl"}, {"type":"file","name":"train_0080.jsonl"}, {"type":"file","name":"train_0081.jsonl"}, {"type":"file","name":"train_0082.jsonl"}, {"type":"file","name":"train_0083.jsonl"}, {"type":"file","name":"train_0084.jsonl"}, {"type":"file","name":"train_0085.jsonl"}, {"type":"file","name":"train_0086.jsonl"}, {"type":"file","name":"train_0087.jsonl"}, {"type":"file","name":"train_0088.jsonl"}, {"type":"file","name":"train_0089.jsonl"}, {"type":"file","name":"train_0090.jsonl"}, {"type":"file","name":"train_0091.jsonl"}, {"type":"file","name":"train_0092.jsonl"}, {"type":"file","name":"train_0093.jsonl"}, {"type":"file","name":"train_0094.jsonl"}, {"type":"file","name":"train_0095.jsonl"}, {"type":"file","name":"train_0096.jsonl"}, {"type":"file","name":"train_0097.jsonl"}, {"type":"file","name":"train_0098.jsonl"}, {"type":"file","name":"train_0099.jsonl"}, {"type":"file","name":"train_0100.jsonl"}, {"type":"file","name":"train_0101.jsonl"}, {"type":"file","name":"train_0102.jsonl"}, {"type":"file","name":"train_0103.jsonl"}, {"type":"file","name":"train_0104.jsonl"}, {"type":"file","name":"train_0105.jsonl"}, {"type":"file","name":"train_0106.jsonl"}, {"type":"file","name":"train_0107.jsonl"}, {"type":"file","name":"train_0108.jsonl"}, {"type":"file","name":"train_0109.jsonl"}, {"type":"file","name":"train_0110.jsonl"}, {"type":"file","name":"train_0111.jsonl"}, {"type":"file","name":"train_0112.jsonl"}, {"type":"file","name":"train_0113.jsonl"}, {"type":"file","name":"train_0114.jsonl"}, {"type":"file","name":"train_0115.jsonl"}, {"type":"file","name":"train_0116.jsonl"}, {"type":"file","name":"train_0117.jsonl"}, {"type":"file","name":"train_0118.jsonl"}, {"type":"file","name":"train_0119.jsonl"}, {"type":"file","name":"train_0120.jsonl"}, {"type":"file","name":"train_0121.jsonl"}, {"type":"file","name":"train_0122.jsonl"}, {"type":"file","name":"train_0123.jsonl"}, {"type":"file","name":"train_0124.jsonl"}, {"type":"file","name":"train_0125.jsonl"}, {"type":"file","name":"train_0126.jsonl"}, {"type":"file","name":"train_0127.jsonl"}, {"type":"file","name":"train_0128.jsonl"}, {"type":"file","name":"train_0129.jsonl"}, {"type":"file","name":"train_0130.jsonl"}, {"type":"file","name":"train_0131.jsonl"}, {"type":"file","name":"train_0132.jsonl"}, {"type":"file","name":"train_0133.jsonl"}, {"type":"file","name":"train_0134.jsonl"}, {"type":"file","name":"train_0135.jsonl"}, {"type":"file","name":"train_0136.jsonl"}, {"type":"file","name":"train_0137.jsonl"}, {"type":"file","name":"train_0138.jsonl"}, {"type":"file","name":"train_0139.jsonl"}, {"type":"file","name":"train_0140.jsonl"}, {"type":"file","name":"train_0141.jsonl"}, {"type":"file","name":"train_0142.jsonl"}, {"type":"file","name":"train_0143.jsonl"}, {"type":"file","name":"train_0144.jsonl"}, {"type":"file","name":"train_0145.jsonl"}, {"type":"file","name":"train_0146.jsonl"}, {"type":"file","name":"train_0147.jsonl"}, {"type":"file","name":"train_0148.jsonl"}, {"type":"file","name":"train_0149.jsonl"}, {"type":"file","name":"train_0150.jsonl"}, {"type":"file","name":"train_0151.jsonl"}, {"type":"file","name":"train_0152.jsonl"}, {"type":"file","name":"train_0153.jsonl"}, {"type":"file","name":"train_0154.jsonl"}, {"type":"file","name":"train_0155.jsonl"}, {"type":"file","name":"train_0156.jsonl"}, {"type":"file","name":"train_0157.jsonl"}, {"type":"file","name":"train_0158.jsonl"}, {"type":"file","name":"train_0159.jsonl"}, {"type":"file","name":"train_0160.jsonl"}, {"type":"file","name":"train_0161.jsonl"}, {"type":"file","name":"train_0162.jsonl"}, {"type":"file","name":"train_0163.jsonl"}, {"type":"file","name":"train_0164.jsonl"}, {"type":"file","name":"train_0165.jsonl"}, {"type":"file","name":"train_0166.jsonl"}, {"type":"file","name":"train_0167.jsonl"}, {"type":"file","name":"train_0168.jsonl"}, {"type":"file","name":"train_0169.jsonl"}, {"type":"file","name":"train_0170.jsonl"}, {"type":"file","name":"train_0171.jsonl"}, {"type":"file","name":"train_0172.jsonl"}, {"type":"file","name":"train_0173.jsonl"}, {"type":"file","name":"train_0174.jsonl"}, {"type":"file","name":"train_0175.jsonl"}, {"type":"file","name":"train_0176.jsonl"}, {"type":"file","name":"train_0177.jsonl"}, {"type":"file","name":"train_0178.jsonl"}, {"type":"file","name":"train_0179.jsonl"}, {"type":"file","name":"train_0180.jsonl"}, {"type":"file","name":"train_0181.jsonl"}, {"type":"file","name":"train_0182.jsonl"}, {"type":"file","name":"train_0183.jsonl"}, {"type":"file","name":"train_0184.jsonl"}, {"type":"file","name":"train_0185.jsonl"}, {"type":"file","name":"train_0186.jsonl"}, {"type":"file","name":"train_0187.jsonl"}, {"type":"file","name":"train_0188.jsonl"}, {"type":"file","name":"train_0189.jsonl"}, {"type":"file","name":"train_0190.jsonl"}, {"type":"file","name":"train_0191.jsonl"}, {"type":"file","name":"train_0192.jsonl"}, {"type":"file","name":"train_0193.jsonl"}, {"type":"file","name":"train_0194.jsonl"}, {"type":"file","name":"train_0195.jsonl"}, {"type":"file","name":"train_0196.jsonl"}, {"type":"file","name":"train_0197.jsonl"}, {"type":"file","name":"train_0198.jsonl"}, {"type":"file","name":"train_0199.jsonl"}, {"type":"file","name":"train_0200.jsonl"}, {"type":"file","name":"train_0201.jsonl"}, {"type":"file","name":"train_0202.jsonl"}, {"type":"file","name":"train_0203.jsonl"}, {"type":"file","name":"train_0204.jsonl"}, {"type":"file","name":"train_0205.jsonl"}, {"type":"file","name":"train_0206.jsonl"}, {"type":"file","name":"train_0207.jsonl"}, {"type":"file","name":"train_0208.jsonl"}, {"type":"file","name":"train_0209.jsonl"}, {"type":"file","name":"train_0210.jsonl"}, {"type":"file","name":"train_0211.jsonl"}, {"type":"file","name":"train_0212.jsonl"}, {"type":"file","name":"train_0213.jsonl"}, {"type":"file","name":"train_0214.jsonl"}, {"type":"file","name":"train_0215.jsonl"}, {"type":"file","name":"train_0216.jsonl"}, {"type":"file","name":"train_0217.jsonl"}, {"type":"file","name":"train_0218.jsonl"}, {"type":"file","name":"train_0219.jsonl"}, {"type":"file","name":"train_0220.jsonl"}, {"type":"file","name":"train_0221.jsonl"}, {"type":"file","name":"train_0222.jsonl"}, {"type":"file","name":"train_0223.jsonl"}, {"type":"file","name":"train_0224.jsonl"}, {"type":"file","name":"train_0225.jsonl"}, {"type":"file","name":"train_0226.jsonl"}, {"type":"file","name":"train_0227.jsonl"}, {"type":"file","name":"train_0228.jsonl"}, {"type":"file","name":"train_0229.jsonl"}, {"type":"file","name":"train_0230.jsonl"}, {"type":"file","name":"train_0231.jsonl"}, {"type":"file","name":"train_0232.jsonl"}, {"type":"file","name":"train_0233.jsonl"}, {"type":"file","name":"train_0234.jsonl"}, {"type":"file","name":"train_0235.jsonl"}, {"type":"file","name":"train_0236.jsonl"}, {"type":"file","name":"train_0237.jsonl"}, {"type":"file","name":"train_0238.jsonl"}, {"type":"file","name":"train_0239.jsonl"}, {"type":"file","name":"train_0240.jsonl"}, {"type":"file","name":"train_0241.jsonl"}, {"type":"file","name":"train_0242.jsonl"}, {"type":"file","name":"train_0243.jsonl"}, {"type":"file","name":"train_0244.jsonl"}, {"type":"file","name":"train_0245.jsonl"}, {"type":"file","name":"train_0246.jsonl"}, {"type":"file","name":"train_0247.jsonl"}, {"type":"file","name":"train_0248.jsonl"}, {"type":"file","name":"train_0249.jsonl"}, {"type":"file","name":"train_0250.jsonl"}, {"type":"file","name":"train_0251.jsonl"}, {"type":"file","name":"train_0252.jsonl"}, {"type":"file","name":"train_0253.jsonl"}, {"type":"file","name":"train_0254.jsonl"}, {"type":"file","name":"train_0255.jsonl"}, {"type":"file","name":"train_0256.jsonl"}, {"type":"file","name":"train_0257.jsonl"}, {"type":"file","name":"train_0258.jsonl"}, {"type":"file","name":"train_0259.jsonl"}, {"type":"file","name":"train_0260.jsonl"}, {"type":"file","name":"train_0261.jsonl"}, {"type":"file","name":"train_0262.jsonl"}, {"type":"file","name":"train_0263.jsonl"}, {"type":"file","name":"train_0264.jsonl"}, {"type":"file","name":"train_0265.jsonl"}, {"type":"file","name":"train_0266.jsonl"}, {"type":"file","name":"train_0267.jsonl"}, {"type":"file","name":"train_0268.jsonl"}, {"type":"file","name":"train_0269.jsonl"}, {"type":"file","name":"train_0270.jsonl"}, {"type":"file","name":"train_0271.jsonl"}, {"type":"file","name":"train_0272.jsonl"}, {"type":"file","name":"train_0273.jsonl"}, {"type":"file","name":"train_0274.jsonl"}, {"type":"file","name":"train_0275.jsonl"}, {"type":"file","name":"train_0276.jsonl"}, {"type":"file","name":"train_0277.jsonl"}, {"type":"file","name":"train_0278.jsonl"}, {"type":"file","name":"train_0279.jsonl"}, {"type":"file","name":"train_0280.jsonl"}, {"type":"file","name":"train_0281.jsonl"}, {"type":"file","name":"train_0282.jsonl"}, {"type":"file","name":"train_0283.jsonl"}, {"type":"file","name":"train_0284.jsonl"}, {"type":"file","name":"train_0285.jsonl"}, {"type":"file","name":"train_0286.jsonl"}, {"type":"file","name":"train_0287.jsonl"}, {"type":"file","name":"train_0288.jsonl"}, {"type":"file","name":"train_0289.jsonl"}, {"type":"file","name":"train_0290.jsonl"}, {"type":"file","name":"train_0291.jsonl"}, {"type":"file","name":"train_0292.jsonl"}, {"type":"file","name":"train_0293.jsonl"}, {"type":"file","name":"train_0294.jsonl"}, {"type":"file","name":"train_0295.jsonl"}, {"type":"file","name":"train_0296.jsonl"}, {"type":"file","name":"train_0297.jsonl"}, {"type":"file","name":"train_0298.jsonl"}, {"type":"file","name":"train_0299.jsonl"}, {"type":"file","name":"train_0300.jsonl"}, {"type":"file","name":"train_0301.jsonl"}, {"type":"file","name":"train_0302.jsonl"}, {"type":"file","name":"train_0303.jsonl"}, {"type":"file","name":"train_0304.jsonl"}, {"type":"file","name":"train_0305.jsonl"}, {"type":"file","name":"train_0306.jsonl"}, {"type":"file","name":"train_0307.jsonl"}, {"type":"file","name":"train_0308.jsonl"}, {"type":"file","name":"train_0309.jsonl"}, {"type":"file","name":"train_0310.jsonl"}, {"type":"file","name":"train_0311.jsonl"}, {"type":"file","name":"train_0312.jsonl"}, {"type":"file","name":"train_0313.jsonl"}, {"type":"file","name":"train_0314.jsonl"}, {"type":"file","name":"train_0315.jsonl"}, {"type":"file","name":"train_0316.jsonl"}, {"type":"file","name":"train_0317.jsonl"}, {"type":"file","name":"train_0318.jsonl"}, {"type":"file","name":"train_0319.jsonl"}, {"type":"file","name":"train_0320.jsonl"}, {"type":"file","name":"train_0321.jsonl"}, {"type":"file","name":"train_0322.jsonl"}, {"type":"file","name":"train_0323.jsonl"}, {"type":"file","name":"train_0324.jsonl"}, {"type":"file","name":"train_0325.jsonl"}, {"type":"file","name":"train_0326.jsonl"}, {"type":"file","name":"train_0327.jsonl"}, {"type":"file","name":"train_0328.jsonl"}, {"type":"file","name":"train_0329.jsonl"}, {"type":"file","name":"train_0330.jsonl"}, {"type":"file","name":"train_0331.jsonl"}, {"type":"file","name":"train_0332.jsonl"}, {"type":"file","name":"train_0333.jsonl"}, {"type":"file","name":"train_0334.jsonl"}, {"type":"file","name":"train_0335.jsonl"}, {"type":"file","name":"train_0336.jsonl"}, {"type":"file","name":"train_0337.jsonl"}, {"type":"file","name":"train_0338.jsonl"}, {"type":"file","name":"train_0339.jsonl"}, {"type":"file","name":"train_0340.jsonl"}, {"type":"file","name":"train_0341.jsonl"}, {"type":"file","name":"train_0342.jsonl"}, {"type":"file","name":"train_0343.jsonl"}, {"type":"file","name":"train_0344.jsonl"}, {"type":"file","name":"train_0345.jsonl"}, {"type":"file","name":"train_0346.jsonl"}, {"type":"file","name":"train_0347.jsonl"}, {"type":"file","name":"train_0348.jsonl"}, {"type":"file","name":"train_0349.jsonl"}, {"type":"file","name":"train_0350.jsonl"}, {"type":"file","name":"train_0351.jsonl"}, {"type":"file","name":"train_0352.jsonl"}, {"type":"file","name":"train_0353.jsonl"}, {"type":"file","name":"train_0354.jsonl"}, {"type":"file","name":"train_0355.jsonl"}, {"type":"file","name":"train_0356.jsonl"}, {"type":"file","name":"train_0357.jsonl"}, {"type":"file","name":"train_0358.jsonl"}, {"type":"file","name":"train_0359.jsonl"}, {"type":"file","name":"train_0360.jsonl"}, {"type":"file","name":"train_0361.jsonl"}, {"type":"file","name":"train_0362.jsonl"}, {"type":"file","name":"train_0363.jsonl"}, {"type":"file","name":"train_0364.jsonl"}, {"type":"file","name":"train_0365.jsonl"}, {"type":"file","name":"train_0366.jsonl"}, {"type":"file","name":"train_0367.jsonl"}, {"type":"file","name":"train_0368.jsonl"}, {"type":"file","name":"train_0369.jsonl"}, {"type":"file","name":"train_0370.jsonl"}, {"type":"file","name":"train_0371.jsonl"}, {"type":"file","name":"train_0372.jsonl"}, {"type":"file","name":"train_0373.jsonl"}, {"type":"file","name":"train_0374.jsonl"}, {"type":"file","name":"train_0375.jsonl"}, {"type":"file","name":"train_0376.jsonl"}, {"type":"file","name":"train_0377.jsonl"}, {"type":"file","name":"train_0378.jsonl"}, {"type":"file","name":"train_0379.jsonl"}, {"type":"file","name":"train_0380.jsonl"}, {"type":"file","name":"train_0381.jsonl"}, {"type":"file","name":"train_0382.jsonl"}, {"type":"file","name":"train_0383.jsonl"}, {"type":"file","name":"train_0384.jsonl"}, {"type":"file","name":"train_0385.jsonl"}, {"type":"file","name":"train_0386.jsonl"}, {"type":"file","name":"train_0387.jsonl"}, {"type":"file","name":"train_0388.jsonl"}, {"type":"file","name":"train_0389.jsonl"}, {"type":"file","name":"train_0390.jsonl"}, {"type":"file","name":"train_0391.jsonl"}, {"type":"file","name":"train_0392.jsonl"}, {"type":"file","name":"train_0393.jsonl"}, {"type":"file","name":"train_0394.jsonl"}, {"type":"file","name":"train_0395.jsonl"}, {"type":"file","name":"train_0396.jsonl"}, {"type":"file","name":"train_0397.jsonl"}, {"type":"file","name":"train_0398.jsonl"} ]}, {"type":"directory","name":"code_compilation/validation","contents":[ {"type":"file","name":"C#.jsonl"}, {"type":"file","name":"C++.jsonl"}, {"type":"file","name":"C.jsonl"}, {"type":"file","name":"Go.jsonl"}, {"type":"file","name":"Java.jsonl"}, {"type":"file","name":"Javascript.jsonl"}, {"type":"file","name":"Kotlin.jsonl"}, {"type":"file","name":"PHP.jsonl"}, {"type":"file","name":"Python.jsonl"}, {"type":"file","name":"Ruby.jsonl"}, {"type":"file","name":"Rust.jsonl"} ]}, {"type":"report","directories":0,"files":421} ], "tag_classification":[ {"type":"directory","name":"tag_classification/test","contents":[ {"type":"file","name":"C#.jsonl"}, {"type":"file","name":"C++.jsonl"}, {"type":"file","name":"C.jsonl"}, {"type":"file","name":"Go.jsonl"}, {"type":"file","name":"Java.jsonl"}, {"type":"file","name":"Javascript.jsonl"}, {"type":"file","name":"Kotlin.jsonl"}, {"type":"file","name":"PHP.jsonl"}, {"type":"file","name":"Python.jsonl"}, {"type":"file","name":"Ruby.jsonl"}, {"type":"file","name":"Rust.jsonl"} ]}, {"type":"directory","name":"tag_classification/train","contents":[ {"type":"file","name":"train_000.jsonl"}, {"type":"file","name":"train_001.jsonl"}, {"type":"file","name":"train_002.jsonl"}, {"type":"file","name":"train_003.jsonl"}, {"type":"file","name":"train_004.jsonl"}, {"type":"file","name":"train_005.jsonl"}, {"type":"file","name":"train_006.jsonl"}, {"type":"file","name":"train_007.jsonl"}, {"type":"file","name":"train_008.jsonl"}, {"type":"file","name":"train_009.jsonl"}, {"type":"file","name":"train_010.jsonl"}, {"type":"file","name":"train_011.jsonl"}, {"type":"file","name":"train_012.jsonl"}, {"type":"file","name":"train_013.jsonl"}, {"type":"file","name":"train_014.jsonl"}, {"type":"file","name":"train_015.jsonl"}, {"type":"file","name":"train_016.jsonl"}, {"type":"file","name":"train_017.jsonl"}, {"type":"file","name":"train_018.jsonl"}, {"type":"file","name":"train_019.jsonl"}, {"type":"file","name":"train_020.jsonl"}, {"type":"file","name":"train_021.jsonl"}, {"type":"file","name":"train_022.jsonl"}, {"type":"file","name":"train_023.jsonl"}, {"type":"file","name":"train_024.jsonl"}, {"type":"file","name":"train_025.jsonl"}, {"type":"file","name":"train_026.jsonl"}, {"type":"file","name":"train_027.jsonl"}, {"type":"file","name":"train_028.jsonl"}, {"type":"file","name":"train_029.jsonl"}, {"type":"file","name":"train_030.jsonl"}, {"type":"file","name":"train_031.jsonl"}, {"type":"file","name":"train_032.jsonl"}, {"type":"file","name":"train_033.jsonl"}, {"type":"file","name":"train_034.jsonl"}, {"type":"file","name":"train_035.jsonl"}, {"type":"file","name":"train_036.jsonl"}, {"type":"file","name":"train_037.jsonl"}, {"type":"file","name":"train_038.jsonl"}, {"type":"file","name":"train_039.jsonl"}, {"type":"file","name":"train_040.jsonl"}, {"type":"file","name":"train_041.jsonl"}, {"type":"file","name":"train_042.jsonl"}, {"type":"file","name":"train_043.jsonl"}, {"type":"file","name":"train_044.jsonl"}, {"type":"file","name":"train_045.jsonl"}, {"type":"file","name":"train_046.jsonl"}, {"type":"file","name":"train_047.jsonl"}, {"type":"file","name":"train_048.jsonl"}, {"type":"file","name":"train_049.jsonl"}, {"type":"file","name":"train_050.jsonl"}, {"type":"file","name":"train_051.jsonl"}, {"type":"file","name":"train_052.jsonl"}, {"type":"file","name":"train_053.jsonl"}, {"type":"file","name":"train_054.jsonl"}, {"type":"file","name":"train_055.jsonl"}, {"type":"file","name":"train_056.jsonl"}, {"type":"file","name":"train_057.jsonl"}, {"type":"file","name":"train_058.jsonl"}, {"type":"file","name":"train_059.jsonl"}, {"type":"file","name":"train_060.jsonl"}, {"type":"file","name":"train_061.jsonl"}, {"type":"file","name":"train_062.jsonl"}, {"type":"file","name":"train_063.jsonl"}, {"type":"file","name":"train_064.jsonl"}, {"type":"file","name":"train_065.jsonl"}, {"type":"file","name":"train_066.jsonl"}, {"type":"file","name":"train_067.jsonl"}, {"type":"file","name":"train_068.jsonl"}, {"type":"file","name":"train_069.jsonl"}, {"type":"file","name":"train_070.jsonl"}, {"type":"file","name":"train_071.jsonl"}, {"type":"file","name":"train_072.jsonl"}, {"type":"file","name":"train_073.jsonl"}, {"type":"file","name":"train_074.jsonl"}, {"type":"file","name":"train_075.jsonl"}, {"type":"file","name":"train_076.jsonl"}, {"type":"file","name":"train_077.jsonl"}, {"type":"file","name":"train_078.jsonl"}, {"type":"file","name":"train_079.jsonl"}, {"type":"file","name":"train_080.jsonl"}, {"type":"file","name":"train_081.jsonl"}, {"type":"file","name":"train_082.jsonl"}, {"type":"file","name":"train_083.jsonl"}, {"type":"file","name":"train_084.jsonl"}, {"type":"file","name":"train_085.jsonl"}, {"type":"file","name":"train_086.jsonl"}, {"type":"file","name":"train_087.jsonl"}, {"type":"file","name":"train_088.jsonl"}, {"type":"file","name":"train_089.jsonl"}, {"type":"file","name":"train_090.jsonl"}, {"type":"file","name":"train_091.jsonl"}, {"type":"file","name":"train_092.jsonl"}, {"type":"file","name":"train_093.jsonl"}, {"type":"file","name":"train_094.jsonl"}, {"type":"file","name":"train_095.jsonl"}, {"type":"file","name":"train_096.jsonl"}, {"type":"file","name":"train_097.jsonl"}, {"type":"file","name":"train_098.jsonl"}, {"type":"file","name":"train_099.jsonl"}, {"type":"file","name":"train_100.jsonl"}, {"type":"file","name":"train_101.jsonl"}, {"type":"file","name":"train_102.jsonl"}, {"type":"file","name":"train_103.jsonl"}, {"type":"file","name":"train_104.jsonl"}, {"type":"file","name":"train_105.jsonl"}, {"type":"file","name":"train_106.jsonl"}, {"type":"file","name":"train_107.jsonl"}, {"type":"file","name":"train_108.jsonl"}, {"type":"file","name":"train_109.jsonl"}, {"type":"file","name":"train_110.jsonl"} ]}, {"type":"directory","name":"tag_classification/validation","contents":[ {"type":"file","name":"C#.jsonl"}, {"type":"file","name":"C++.jsonl"}, {"type":"file","name":"C.jsonl"}, {"type":"file","name":"Go.jsonl"}, {"type":"file","name":"Java.jsonl"}, {"type":"file","name":"Javascript.jsonl"}, {"type":"file","name":"Kotlin.jsonl"}, {"type":"file","name":"PHP.jsonl"}, {"type":"file","name":"Python.jsonl"}, {"type":"file","name":"Ruby.jsonl"}, {"type":"file","name":"Rust.jsonl"} ]}, {"type":"report","directories":0,"files":133} ] } def get_file_name(task_name, split_name): data = _SHARDS[task_name] file_names = [] for split_dict in data: if split_dict["type"] == "directory" and split_dict["name"] == f"{task_name}/{split_name}": file_names = [d["name"] for d in split_dict["contents"]] else: continue return file_names BASE_URL = "https://huggingface.co/datasets/NTU-NLP-sg/xCodeEval/resolve/main/{task_name}/{split}/{file_name}" PROBLEM_DESC_URL = "https://huggingface.co/datasets/NTU-NLP-sg/xCodeEval/resolve/main/problem_descriptions.jsonl" UNIT_TEST_DB_URL = "https://huggingface.co/datasets/NTU-NLP-sg/xCodeEval/resolve/main/unittest_db.json" class xCodeEvalConfig(datasets.BuilderConfig): """BuilderConfig""" def __init__(self, description, text_features, citation, **kwargs): """ Args: name: Task name from xCodeEval. see tin $_TASKS text_features: `dict[string, string]`, map from the name of the feature dict for each text field to the name of the column in the tsv file citation: Citation of the paper. **kwargs: keyword arguments forwarded to super. """ super(xCodeEvalConfig, self).__init__(version=datasets.Version("0.1.0"), **kwargs) self.description = description self.text_features = text_features self.citation = citation class xCodeEval(datasets.GeneratorBasedBuilder): """xCodeEval data loader.""" # TODO(xtreme): Set up version. VERSION = datasets.Version("0.1.0") BUILDER_CONFIGS = [ xCodeEvalConfig( name=task_name, text_features = _TEXT_FEATURES[task_name], description=_DESCRIPTIONS[task_name], citation=_CITATION ) for task_name in _TASKS ] def _info(self): features = { feature: _CUSTOM_FEATURES[feature] if feature in _CUSTOM_FEATURES else datasets.Value("string") for feature in self.config.text_features } if self.config.name in _UNIT_TEST_REQ_TASK: features["hidden_unit_test"] = datasets.Value("string") return datasets.DatasetInfo( description=self.config.description + "\n" + _DESCRIPTION, features=datasets.Features( features ), supervised_keys=None, homepage="https://github.com/ntunlp/xCodeEval", citation=self.config.citation, ) def _split_generators(self, dl_manager): task_name = self.config.name if task_name == "retrieval_corpus": TEST_FILE_NAMES = get_file_name(task_name, "") test_urls = [ BASE_URL.format(task_name=task_name, split="", file_name=urllib.parse.quote(file_name)).replace("s//", "s/") for file_name in TEST_FILE_NAMES] # test_urls = [ BASE_URL.format(task_name=task_name, split="", file_name=file_name) for file_name in TEST_FILE_NAMES] test_downloaded_files = dl_manager.download(test_urls) # test_downloaded_files = test_urls return [ datasets.SplitGenerator( name=datasets.Split.TEST, gen_kwargs={ "filepaths": test_downloaded_files, } ), ] TRAIN_FILE_NAMES = get_file_name(task_name, "train") VALIDATION_FILE_NAMES = get_file_name(task_name, "validation") TEST_FILE_NAMES = get_file_name(task_name, "test") train_urls = [ BASE_URL.format(task_name=task_name, split="train", file_name=urllib.parse.quote(file_name)) for file_name in TRAIN_FILE_NAMES] validation_urls = [ BASE_URL.format(task_name=task_name, split="validation", file_name=urllib.parse.quote(file_name)) for file_name in VALIDATION_FILE_NAMES] test_urls = [ BASE_URL.format(task_name=task_name, split="test", file_name=urllib.parse.quote(file_name)) for file_name in TEST_FILE_NAMES] # train_urls = [ BASE_URL.format(task_name=task_name, split="train", file_name=file_name) for file_name in TRAIN_FILE_NAMES] # validation_urls = [ BASE_URL.format(task_name=task_name, split="validation", file_name=file_name) for file_name in VALIDATION_FILE_NAMES] # test_urls = [ BASE_URL.format(task_name=task_name, split="test", file_name=file_name) for file_name in TEST_FILE_NAMES] train_downloaded_files = dl_manager.download(train_urls) validation_downloaded_files = dl_manager.download(validation_urls) test_downloaded_files = dl_manager.download(test_urls) # train_downloaded_files = train_urls # validation_downloaded_files = validation_urls # test_downloaded_files = test_urls prob_desc_file, unit_test_db_file = None, None if task_name in _PROBLEM_DESC_REQ_TASK: prob_desc_file = dl_manager.download(PROBLEM_DESC_URL) if task_name in _UNIT_TEST_REQ_TASK: unit_test_db_file = dl_manager.download(UNIT_TEST_DB_URL) return [ datasets.SplitGenerator( name=datasets.Split.TRAIN, gen_kwargs={ "filepaths": train_downloaded_files, "problem_description_file": prob_desc_file, }), datasets.SplitGenerator( name=datasets.Split.VALIDATION, gen_kwargs={ "filepaths": validation_downloaded_files, "problem_description_file": prob_desc_file, "unit_test_db_file": unit_test_db_file, } ), datasets.SplitGenerator( name=datasets.Split.TEST, gen_kwargs={ "filepaths": test_downloaded_files, "problem_description_file": prob_desc_file, "unit_test_db_file": unit_test_db_file, } ), ] def _generate_examples(self, filepaths, problem_description_file = None, unit_test_db_file = None): """This function returns the examples""" task_name = self.config.name problem_descriptions = None if problem_description_file is not None: problem_descriptions = {} with open(problem_description_file) as rp: for line in rp: prob_desc = json.loads(line) src_uid = prob_desc["src_uid"] problem_descriptions[src_uid] = prob_desc unit_test_db = None if unit_test_db_file is not None: with open(unit_test_db_file) as rp: unit_test_db = json.load(rp) idx = 0 for filepath in filepaths: file_name = filepath.split("/")[-1] with open(filepath) as rp: for line in rp: sample = json.loads(line) sample["file_name"] = file_name for pre_feature in list(sample.keys()): if pre_feature not in _TEXT_FEATURES[task_name]: sample.pop(pre_feature) for feature in _TEXT_FEATURES[task_name]: if feature not in sample: sample[feature] = "" if task_name in _UNIT_TEST_REQ_TASK: sample["hidden_unit_test"] = "" if task_name not in _PROBLEM_DESC_REQ_TASK or problem_descriptions is None: yield idx, sample # if problem_description_file is None then unit_test_db_file should be None idx += 1 continue src_uid = sample["src_uid"] # if problem_description_file is not None, the sample has `src_uid` prob_desc = problem_descriptions[src_uid] for key, ckey in _PROB_DESC_TEXT_FEATURES.items(): if ckey == "prob_desc_sample_inputs" or ckey == "prob_desc_sample_outputs": sample[ckey] = json.dumps(prob_desc[key]) else: sample[ckey] = prob_desc[key] if task_name not in _UNIT_TEST_REQ_TASK or unit_test_db is None: yield idx, sample idx += 1 continue sample["hidden_unit_test"] = json.dumps(unit_test_db[src_uid]) yield idx, sample idx += 1