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- .gitattributes +2 -0
- LICENSE +13 -0
- README.md +81 -0
- dataset_info.json +3 -0
- enriched/dataset_info.json +3 -0
- enriched/dockerfiles_enriched_00.jsonl +3 -0
- enriched/dockerfiles_enriched_01.jsonl +3 -0
- enriched/dockerfiles_enriched_02.jsonl +3 -0
- enriched/dockerfiles_enriched_03.jsonl +3 -0
- enriched/dockerfiles_enriched_04.jsonl +3 -0
- enriched/dockerfiles_enriched_05.jsonl +3 -0
- enriched/dockerfiles_enriched_06.jsonl +3 -0
- enriched/dockerfiles_enriched_07.jsonl +3 -0
- enriched/dockerfiles_enriched_08.jsonl +3 -0
- enriched/dockerfiles_enriched_09.jsonl +3 -0
- enriched/dockerfiles_enriched_10.jsonl +3 -0
- enriched/dockerfiles_enriched_11.jsonl +3 -0
- enriched/dockerfiles_enriched_12.jsonl +3 -0
- enriched/dockerfiles_enriched_13.jsonl +3 -0
- enriched/dockerfiles_enriched_14.jsonl +3 -0
- enriched/dockerfiles_enriched_15.jsonl +3 -0
- enriched/dockerfiles_enriched_16.jsonl +3 -0
- enriched/dockerfiles_enriched_17.jsonl +3 -0
- enriched/dockerfiles_enriched_18.jsonl +3 -0
- enriched/dockerfiles_enriched_19.jsonl +3 -0
- enriched/dockerfiles_enriched_all.jsonl +3 -0
- full/dataset_info.json +3 -0
- full/dockerfiles_enriched_00_full.jsonl +3 -0
- full/dockerfiles_enriched_01_full.jsonl +3 -0
- full/dockerfiles_enriched_02_full.jsonl +3 -0
- full/dockerfiles_enriched_03_full.jsonl +3 -0
- full/dockerfiles_enriched_04_full.jsonl +3 -0
- full/dockerfiles_enriched_05_full.jsonl +3 -0
- full/dockerfiles_enriched_06_full.jsonl +3 -0
- full/dockerfiles_enriched_07_full.jsonl +3 -0
- full/dockerfiles_enriched_08_full.jsonl +3 -0
- full/dockerfiles_enriched_09_full.jsonl +3 -0
- full/dockerfiles_enriched_10_full.jsonl +3 -0
- full/dockerfiles_enriched_11_full.jsonl +3 -0
- full/dockerfiles_enriched_12_full.jsonl +3 -0
- full/dockerfiles_enriched_13_full.jsonl +3 -0
- full/dockerfiles_enriched_14_full.jsonl +3 -0
- full/dockerfiles_enriched_15_full.jsonl +3 -0
- full/dockerfiles_enriched_16_full.jsonl +3 -0
- full/dockerfiles_enriched_17_full.jsonl +3 -0
- full/dockerfiles_enriched_18_full.jsonl +3 -0
- full/dockerfiles_enriched_19_full.jsonl +3 -0
- full/dockerfiles_enriched_all_full.jsonl +3 -0
- linted/dataset_info.json +3 -0
- linted/dockerfiles_enriched_00_linted.jsonl +3 -0
.gitattributes
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@@ -57,3 +57,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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*.jsonl filter=lfs diff=lfs merge=lfs -text
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*.json filter=lfs diff=lfs merge=lfs -text
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LICENSE
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Creative Commons Attribution 4.0 International (CC BY 4.0)
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You are free to:
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- Share — copy and redistribute the material in any medium or format
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- Adapt — remix, transform, and build upon the material for any purpose, even commercially.
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Under the following terms:
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- Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made.
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You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
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No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
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Full license text: https://creativecommons.org/licenses/by/4.0/legalcode
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README.md
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# Dockerfiles Linted Dataset
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This dataset contains 195,758 Dockerfiles collected from public container images found on Docker Hub. Each Dockerfile is enriched with metadata and statically analyzed using [Hadolint](https://github.com/hadolint/hadolint).
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## Dataset Overview
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Dockerfiles were collected by:
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1. Enumerating Docker Hub images,
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2. Extracting raw GitHub URLs pointing to Dockerfile locations in those repositories,
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3. Downloading each file and extracting content-level metadata (e.g. line count, validity),
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4. Fetching GitHub-level metadata such as license, stars, and path,
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5. Running Hadolint to detect Dockerfile best-practice violations.
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Each data entry includes:
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- Dockerfile content and metadata (hash, lines, valid),
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- GitHub repository context (repo URL, license, stars, branch),
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- Hadolint static analysis results.
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## Structure
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The dataset is split into 4 progressive stages:
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```
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resolved/ → Resolved image ↔ raw Dockerfile URL mappings
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enriched/ → Dockerfile content + metadata (hash, lines, valid)
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full/ → Enriched with GitHub repository metadata
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linted/ → Final stage with Hadolint static analysis results
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summary/ → Visual summaries and statistics
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```
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Each folder contains:
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- 20 partial `.jsonl` chunks (10k entries each),
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- 1 combined `*_all.jsonl` file for bulk use,
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- a `dataset_info.json` describing the data structure.
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## Bias Warning: CircleCI Dominance
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A very large portion of the Dockerfiles originate from the `circleci/circleci-dockerfiles` repository (170,000+ entries).
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To ensure clarity, we include **two sets of visualizations**:
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- **Full dataset statistics**
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- **Statistics with CircleCI excluded**
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This allows users to explore data either globally or more evenly across repositories.
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## Repository Distribution
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**Top 20 repositories by number of Dockerfiles (entire dataset):**
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**Top 20 repositories (excluding CircleCI):**
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## Hadolint Rule Violations
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**Top 20 Hadolint rules triggered (entire dataset):**
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**Top 20 Hadolint rules (excluding CircleCI):**
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## Example Entry
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Each row in the `.jsonl` files contains enriched information about a Dockerfile.
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The full field structure for each stage is documented in its respective `dataset_info.json`.
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## License
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This dataset is provided under the [Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/) license.
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## Attribution Notice
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This dataset contains Dockerfiles originally created by developers across many public GitHub repositories.
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We do not claim ownership of any individual Dockerfile.
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Instead, we provide this dataset as a collection of metadata, structure, and analysis, compiled and curated for research and educational use.
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Please consult individual repository licenses if you plan to reuse specific Dockerfile content in derived works.
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dataset_info.json
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enriched/dataset_info.json
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