CLI Application

Python CLI for source extraction, detector execution, and batched output delivery.

Setup

cd /unstructured/apps/cli
uv sync
# Optional if you want an activated shell instead of `uv run ...`:
source .venv/bin/activate

Optional detector groups:

uv sync --group detectors
# or specific groups: --group secrets --group pii --group threat ...

Command Syntax

Use the thin wrapper:

uv run main.py <command> <recipe.json> [options]

Or direct module entrypoint:

uv run python -m src.main <command> <recipe.json> [options]

Commands:

test - test source connection.
discover - discover source resources.
extract - run extraction and emit batched output.
evaluate-file - internally evaluate detectors against one local file.

Extract Output Model

Extraction always emits in batches. Recipes do not contain output configuration; output is controlled by CLI flags and environment variables.

Output types:

console - emits NDJSON envelopes to stdout.
file - appends NDJSON envelopes to a file.
rest - pushes batches to API endpoints and finalizes run.

Default behavior:

If source_id is present (--source-id or SOURCE_ID env), default output is rest.
Otherwise default output is console.
Default batch size is 20.

CLI Options

Global/common:

--debug - enable debug logging.
--detectors-file <path> - file evaluation only.

Extract output options:

--output-type rest|file|console
--output-batch-size <int>
--output-rest-url <url>
--output-file-path <path>
--source-id <uuid>
--runner-id <uuid>
--managed-runner (REST only; runner lifecycle managed by API orchestrator)

Environment fallbacks:

SOURCE_ID, RUNNER_ID
CLASSIFYRE_OUTPUT_TYPE, CLASSIFYRE_OUTPUT_BATCH_SIZE
CLASSIFYRE_OUTPUT_REST_URL, CLASSIFYRE_OUTPUT_REST_TIMEOUT_SEC
CLASSIFYRE_OUTPUT_FILE_PATH
API_URL (fallback base URL for REST output)

Practical Examples

1) Console output (quick local test)

uv run main.py extract ./wordpress-recipe.json --output-type console --output-batch-size 1

You will see NDJSON lines like:

{"event":"batch", ...}
{"event":"finish", ...}

2) File output

uv run main.py extract ./wordpress-recipe.json \
  --output-type file \
  --output-file-path /tmp/classifyre-assets.ndjson \
  --output-batch-size 20

3) REST output (manual CLI to backend)

uv run main.py extract ./wordpress-recipe.json \
  --output-type rest \
  --source-id <source_uuid>

Notes:

--runner-id optional for manual runs. If omitted, CLI creates external runner automatically.
--output-rest-url is optional. If omitted, CLI uses CLASSIFYRE_OUTPUT_REST_URL, then API_URL, then http://localhost:8000.
--managed-runner should be used only for API-orchestrated runs where runner already exists.

4) REST output with explicit runner (managed/orchestrated style)

uv run main.py extract ./wordpress-recipe.json \
  --output-type rest \
  --source-id <source_uuid> \
  --runner-id <runner_uuid> \
  --managed-runner

5) Full extract command with all output flags

uv run main.py extract ./wordpress-recipe.json \
  --output-type rest \
  --output-batch-size 20 \
  --output-rest-url http://localhost:8000 \
  --output-file-path /tmp/classifyre-assets.ndjson \
  --source-id <source_uuid> \
  --runner-id <runner_uuid> \
  --managed-runner

Use --output-file-path only when --output-type file.

Dev Scripts

bun run dev - run CLI quickly.
bun run lint - ruff format/check.
bun run check-types - mypy.
bun run test - pytest suite.

Release files for classifyre-cli 0.4.65

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Source distribution (sdist)

Source distribution for classifyre-cli 0.4.65
File	Size	Uploaded
classifyre_cli-0.4.65.tar.gz	845.1 kB	Jul 23, 2026	Details

Built distribution (wheel)

Table of built distributions (wheels) for classifyre-cli 0.4.65
File	Interpreter	ABI	Platform	Reset
classifyre_cli-0.4.65-py3-none-any.whl 382.5 kB Jul 23, 2026	Python 3	none	any	Details

Total release size: 1.2 MB

Release files / classifyre_cli-0.4.65.tar.gz

Download URL	classifyre_cli-0.4.65.tar.gz
Size	845.1 kB
Tags	Source
SHA-256 checksum How to use checksums	`23bf9eb38df40d2ea076f3fd97680985d0bd96df7490349276b84a73a3d3725b`
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Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`uv/0.11.31 {"installer":{"name":"uv","version":"0.11.31","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / classifyre_cli-0.4.65-py3-none-any.whl

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Size	382.5 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`fbec2f98795c21b7f1638af67225d17d54ed021289bdbeee38af1b76affe7ff0`
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Upload date	Jul 23, 2026
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Uploaded via	`uv/0.11.31 {"installer":{"name":"uv","version":"0.11.31","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`