Skip to main content

Ocura OSS

Ocura OSS creates integrity-checked, branchable records of local command executions. Project-local state stores command arguments, outcomes, timing, output logs, declared parameters, and branch lineage.

Ocura OSS packages an adapted early Ocura research concept as a small local command-line tool. Current Ocura engine development is separate from this package.

Workflow

run -> evidence -> chokepoint -> branch -> rerun -> compare

While a command runs, its output streams to your terminal and is recorded under .ocura-oss/logs/. If you press Ctrl+C, the attempt is recorded with outcome interrupted; a second Ctrl+C exits immediately and may leave that attempt unrecorded.

Terms

  • Den: the local container for state.
  • Pathway: one lineage of declared work and evidence.
  • Atom: one recorded execution and its output logs.
  • Chokepoint: a terminal record that can start a metadata branch.

Requirements and install

Ocura OSS requires Python 3.11 or later and uses only the standard library at runtime. Until a package index release is available, install from a source checkout with pip install ..

Quick start

ocura-oss demo --root ./ocura-oss-demo

The demo creates a new directory, runs a baseline command, creates a chokepoint, branches with a reason and parameter override, reruns on the child pathway, verifies all records and referenced logs, and prints a comparison. It returns exit code 2 if the destination already exists; the directory is kept for inspection either way.

Direct use

ocura-oss init --name example
ocura-oss run -- python -c "print('baseline')"
ocura-oss verify
ocura-oss chokepoints
ocura-oss branch --from <chokepoint-id> --reason "batch 2" --param batch=2
ocura-oss run --pathway <child-pathway-id> -- python -c "print('batch 2')"
ocura-oss compare --from <chokepoint-id>

Everything after -- becomes the executed command; put run's own options before it. run --quiet -- COMMAND... retains command output in logs without streaming it to the terminal. branch accepts --root PATH; without it, branch uses the current directory. Add --json to pathways, chokepoints, branch, compare, verify, or demo for JSON output. Each subcommand's --help lists its flags and exit semantics. branch and compare return exit code 2 if required records or logs fail verification.

Example text comparison:

comparison: ready
source chokepoint: chokepoint-<id>
source pathway: pathway-<id>
source run: passed 0.031000s
child pathway: pathway-<id2>
  reason: batch 2
  parameters: added batch=2
  source run: passed 0.031000s
  child run: passed 0.047000s
  run parameters: changed batch (1 -> 4)

Local state

Records and logs live under .ocura-oss/: den.json, pathways/<pathway-id>.json, atoms/<atom-id>.json, chokepoints/<chokepoint-id>.json, and logs/<atom-id>.stdout.log / .stderr.log.

Each record is a JSON envelope with schema_version, kind, payload, and a SHA-256 checksum over the canonical payload. Atom payloads contain the outcome, timing, return code, declared parameters, command arguments, log paths, byte counts, and log checksums. Command arguments, declared parameters, branch reasons, and command output are stored locally. Keep secrets out of these fields. Checksums provide local change detection without authentication or authorship claims.

One mutating CLI process per state root is supported at a time. Delete .ocura-oss/ to discard all state.

Boundaries

Commands run directly on your machine with shell=False and inherit the invoking process's environment. Ocura OSS does not sandbox commands, restrict network access, or isolate child processes. Use it only for trusted, same-owner local workloads. Branches contain lineage metadata; they do not copy or rewind a process, workspace, memory image, checkpoint, artifact, or external system. Legacy .ocura/ records are unsupported.

Status

Ocura OSS is research software. Production support is outside the 0.1 scope, and the interface and record format may change before 1.0. The source code and tests are licensed under the Mozilla Public License 2.0.

Contributing

Bug reports and focused pull requests are welcome. Read the contributor guide for setup, checks, and project scope. Please follow the security policy when reporting a security issue.

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

ocura_oss-0.1.0.tar.gz (44.8 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

ocura_oss-0.1.0-py3-none-any.whl (30.9 kB view details)

Uploaded Python 3

File details

Details for the file ocura_oss-0.1.0.tar.gz.

File metadata

  • Download URL: ocura_oss-0.1.0.tar.gz
  • Upload date:
  • Size: 44.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/7.0.0 CPython/3.12.6

File hashes

Hashes for ocura_oss-0.1.0.tar.gz
Algorithm Hash digest
SHA256 f78156fd78eb444f478b92a9784421b2fe201812ab05759da4bb917ad5359307
MD5 223f56ab1eaf1c421fbe5f354a19d8e1
BLAKE2b-256 0dda5baddbce0a02d07c61ec772ee3061a8ad852cc90ff6fac66c72bb4aec72a

See more details on using hashes here.

File details

Details for the file ocura_oss-0.1.0-py3-none-any.whl.

File metadata

  • Download URL: ocura_oss-0.1.0-py3-none-any.whl
  • Upload date:
  • Size: 30.9 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/7.0.0 CPython/3.12.6

File hashes

Hashes for ocura_oss-0.1.0-py3-none-any.whl
Algorithm Hash digest
SHA256 4f884db286139b6ba40cb4156cd4a6622f534c93cc950a290bfdd183edff348b
MD5 6f55d921a4d45d25544cd0df6ad603ea
BLAKE2b-256 3f7a89c2e6fba82df454b50731402db0355e3e17ba7b6067483b2ebf812085eb

See more details on using hashes here.

Release history Release notifications | RSS feed

0.2.2

2 files

0.2.1

2 files

0.2.0

2 files

0.1.1

2 files

This release

0.1.0 This release

2 files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page