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LIMITED","email":"info@prosopo.io"},"license":"Apache-2.0","homepage":"https://github.com/prosopo/captcha#readme","repository":{"url":"git+https://github.com/prosopo/captcha.git","type":"git","directory":"packages/datasets-fs"},"description":"Datasets for use with providers","maintainers":[{"name":"christaylor","email":"chris@prosopo.io"},{"name":"goastler","email":"goastler4@gmail.com"},{"name":"hughparry","email":"hughglynparry@gmail.com"}],"readme":"# @prosopo/datasets-fs\n\nTooling for building the image dataset that an `image` CAPTCHA serves from.\n\nYou need this only if you want image CAPTCHAs. `pow` needs no imagery, and `puzzle` generates its imagery\nprocedurally at request time. See the [self-hosting guide](https://docs.prosopo.io/en/self-hosting/) for the wider\ncontext.\n\nBuild the CLI once, then run it from this package directory:\n\n```bash\nnpm run -w @prosopo/datasets-fs build\nnode dist/cli.js --help\n```\n\nCommands: `flatten`, `labels`, `resize`, `relocate`, `get`, `generate-v1`, `generate-v2`. Every command takes\n`--input`/`--in`, `--output`/`--out` and `--overwrite`; run `node dist/cli.js <command> --help` for the rest.\n\n## The images must be publicly reachable\n\nA dataset does not embed images. Each entry holds a **URL**, and the browser fetches it while the user solves the\nchallenge. So you host the images yourself — any static host or CDN — and the dataset points at them. `relocate`\nexists to rewrite local paths into those public URLs once you know them.\n\n## Building a dataset\n\nStart from a directory with one subdirectory per label:\n\n```\ndata/\n    dog/\n        a.png\n        ...\n    cat/\n        b.png\n        ...\n```\n\n### 1. Flatten\n\nCollapses the tree into a single image directory plus a `data.json` mapping each image to its label. Images are\nrenamed to their content hash.\n\n```bash\nnode dist/cli.js flatten --in ./data --out ./flat --overwrite\n```\n\n`./flat/data.json` looks like this — note the `items` wrapper, and that `data` is still a local path at this stage:\n\n```json\n{\n    \"items\": [\n        {\n            \"data\": \"/abs/path/flat/images/0x1640d689....png\",\n            \"type\": \"image\",\n            \"label\": \"bird\",\n            \"hash\": \"0x1640d689...\"\n        }\n    ]\n}\n```\n\n### 2. Extract the labels\n\n```bash\nnode dist/cli.js labels --in ./flat/data.json --out ./labels.json --overwrite\n```\n\n```json\n{ \"labels\": [\"bird\", \"bus\", \"car\", \"cat\", \"deer\", \"dog\", \"horse\", \"plane\", \"train\"] }\n```\n\n### 3. Resize (optional)\n\n```bash\nnode dist/cli.js resize --in ./flat/data.json --out ./resized --size 128 --square --overwrite\n```\n\n### 4. Point the entries at your host\n\nUpload the images, then rewrite the local paths to the URLs they now live at:\n\n```bash\nnode dist/cli.js relocate \\\n  --in ./flat/data.json \\\n  --out ./data-hosted.json \\\n  --from /abs/path/flat/images \\\n  --to https://img.example.com \\\n  --overwrite\n```\n\nCheck every URL actually resolves before going further — `get` reports anything that 404s:\n\n```bash\nnode dist/cli.js get --in ./data-hosted.json\n```\n\n### 5. Generate the captchas\n\n`generate-v2` mixes labelled and unlabelled images into a single round:\n\n```bash\nnode dist/cli.js generate-v2 \\\n  --out ./captchas.json \\\n  --labelled ./data-hosted.json \\\n  --unlabelled ./data-hosted.json \\\n  --labels ./labels.json \\\n  --seed 0 \\\n  --size 9 \\\n  --count 100 \\\n  --minCorrect 1 \\\n  --minIncorrect 1 \\\n  --minLabelled 2 \\\n  --maxLabelled 7 \\\n  --allowDuplicates \\\n  --overwrite\n```\n\n**`--count` is not optional in practice.** It defaults to zero, and without it the command exits successfully having\nwritten a dataset containing no captchas at all. If your `captchas.json` has an empty `captchas` array, this is why.\n\n`generate-v1` is the older two-round format (one labelled round, one unlabelled). It takes `--solved` and `--unsolved`\ncounts instead of `--count`.\n\n## Loading it into a provider\n\n```bash\ndocker compose cp ./captchas.json provider:/usr/src/app/captchas.json\ndocker compose exec provider /nodejs/bin/node /usr/src/app/provider.cli.bundle.js provider_set_data_set --file /usr/src/app/captchas.json\ndocker compose restart provider\n```\n\n**The restart is required.** The provider resolves its default dataset once, when the environment initialises, so a\ndataset uploaded into a running provider is stored but not served — image challenges keep failing with\n`No dataset available. Please upload a dataset first.` until the process restarts.\n\nThen register your site key for image captchas:\n\n```bash\ndocker compose exec provider /nodejs/bin/node /usr/src/app/provider.cli.bundle.js site_key_register <sitekey> enterprise \\\n  --captcha_type image --domains example.com \\\n  --pow_difficulty 4 --frictionless_threshold 0.5 --image_threshold 0.8\n```\n\n## Regenerating the test fixtures\n\nThe fixtures under `src/tests/data` were produced with:\n\n```bash\nnode dist/cli.js flatten --in ./src/tests/data/hierarchical --out ./src/tests/data/flat --overwrite\nnode dist/cli.js resize --square --size 128 --in ./src/tests/data/flat/data.json --out ./src/tests/data/flat_resized --overwrite\nnode dist/cli.js labels --in ./src/tests/data/flat_resized/data.json --out ./src/tests/data/flat_resized/labels.json --overwrite\nnode dist/cli.js relocate --from '${repo}' --to newwebsite.com --in ./src/tests/data/flat_resized/data.json --out ./src/tests/data/flat_resized/relocated_data.json --overwrite\n```\n","readmeFilename":"README.md"}