* ci: use npm ci instead of npm install for reproducible installs Pins the node binding dependency install to the committed package-lock.json integrity hashes (OpenSSF Scorecard PinnedDependencies). npm ci installs strictly from the lockfile; npm install could resolve newer patch versions. Covers ci.yml and both release.yml node steps. * ci: hash-pin Python dev tooling in ci.yml (Scorecard #19) Replaces the unpinned 'pip install maturin pytest numpy hypothesis' with a hash-locked '--require-hashes -r' install (OpenSSF Scorecard PinnedDependencies). Two lock files are needed because numpy publishes no single release with wheels for both cp39 and cp313 (<=2.0.2 has cp39 only, >=2.1 drops cp39): ci-dev-py39.txt numpy 2.0.2 (Python 3.9, + tomli/exceptiongroup) ci-dev-py3.txt numpy 2.4.6 (Python 3.10+) The step selects the file by matrix.python-version under shell: bash. Both are generated from ci-dev.in via uv (scripts/update-lockfiles.sh, added next). * ci: hash-pin Python deps in bench.yml (Scorecard #16) Replaces the unpinned 'pip install maturin numpy pandas talipp finta' with a hash-locked '--require-hashes -r .github/requirements/bench.txt' install. bench.yml runs on a single Python version (3.11), so one lock file (generated from bench.in via uv) is sufficient. * build: add scripts/update-lockfiles.sh to regenerate all lockfiles One command refreshes every committed lockfile across languages: Cargo.lock and fuzz/Cargo.lock (cargo update), the Node binding package-lock.json, and the hash-pinned Python requirements under .github/requirements/ (uv pip compile --generate-hashes). Uses uv for the Python locks so a target Python version's hashed transitive closure can be resolved without that interpreter installed (needed for the numpy cp39/cp313 split); bootstraps uv if absent. .gitattributes pins *.sh to LF so the script stays runnable on Linux/macOS. * ci: split ci-dev requirements per Python version + Dependabot rehash Splits the single ci-dev.in into ci-dev-py39.in (numpy <2.1, the last series with cp39 wheels) and ci-dev-py3.in (3.10+), giving a 1:1 .in->.txt layout. The cap keeps Python 3.9 permanently installable and stops Dependabot from proposing 3.9-breaking numpy bumps. Adds a Dependabot pip entry on /.github/requirements so the hash-locked tooling is kept current automatically; the canonical manual refresh stays scripts/update-lockfiles.sh. Only the '# via -r' provenance lines in the .txt change; no package versions or hashes move. * ci: cache pip and npm downloads in the PR-loop jobs Adds setup-python cache: pip (ci.yml python matrix + bench.yml, keyed on the hash-locked requirements) and setup-node cache: npm (ci.yml node job, keyed on bindings/node/package-lock.json), on both the primary and retry setup steps. Scoped to jobs that actually install dependencies; the examples-smoke and clippy-bindings jobs install nothing and are left uncached. release.yml is intentionally left out: it runs only on tag push (not the PR loop) and is the publish-critical path, so no caching is added there. * docs: document hash-pinned requirements and update-lockfiles.sh Updates the lockfile-policy table: the bindings/python row no longer claims CI installs tooling unpinned, and a new .github/requirements row documents the hash-locked CI/bench tooling and the per-Python-version ci-dev split. Adds a paragraph pointing contributors at scripts/update-lockfiles.sh (uv-based, self-bootstrapping) as the canonical lockfile refresh. * docs: changelog entry for hash-pinned CI dependency installs
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Contributing to Wickra
Thanks for your interest in improving Wickra. This document explains how to build the project, the standards a change must meet, and how to get it merged.
License of contributions
Wickra is licensed under the PolyForm Noncommercial License 1.0.0 (see
LICENSE). By submitting a contribution you agree that it is
licensed to the project under those same terms. The Noncommercial license
permits use for any purpose other than a commercial one; keep that in mind
when proposing features or depending on Wickra elsewhere.
Project layout
| Path | Contents |
|---|---|
crates/wickra-core |
The indicator engine — every indicator lives here. |
crates/wickra |
Thin umbrella crate re-exporting wickra-core. |
crates/wickra-data |
CSV reader, tick aggregator, resampler, Binance feed. |
bindings/python |
PyO3 bindings (wickra on PyPI). |
bindings/node |
napi-rs bindings (wickra on npm). |
bindings/wasm |
wasm-bindgen bindings (wickra-wasm on npm). |
examples/ |
Runnable examples. |
docs/ |
Pointer to the project Wiki, which holds all documentation. |
Building and testing
Rust
cargo fmt --all --check
cargo clippy --workspace --all-targets -- -D warnings
cargo test --workspace
cargo test -p wickra-data --features live-binance
The minimum supported Rust version is 1.86 for the workspace crates and
1.88 for bindings/node; the msrv CI job enforces both. These floors are
not chosen freely — they are the lowest versions our dependencies allow
(criterion 0.8.2, the bench dev-dependency, requires 1.86; napi-build 2.3.2
requires 1.88). We keep the MSRV at that dependency-forced floor on purpose so
the library builds for the widest possible audience; please don't raise it
without a dependency that actually requires it.
Python
cd bindings/python
python -m maturin build --release --out dist
python -m pip install --force-reinstall --no-deps dist/wickra-*.whl
python -m pytest -q
Node
cd bindings/node
npm install
npx napi build --platform --release
node --test __tests__/
WASM
wasm-pack build bindings/wasm --target web --release --features panic-hook
wasm-pack test --node bindings/wasm
Lockfile policy
| Component | Lockfile | Tracked? | Why |
|---|---|---|---|
| Workspace (Rust) | Cargo.lock |
yes | The workspace ships binaries (examples, fuzz harness) and CI builds, so the dependency graph is pinned for reproducible builds. |
bindings/node |
package-lock.json |
yes | Reproducible npm install for the native binding. |
examples/node |
package-lock.json |
yes | Same — the runnable Node examples link the binding via a file: dependency. |
bindings/python |
— | n/a (no lockfile) | The published package pins only numpy>=1.22 at runtime; its native code is pinned through the workspace Cargo.lock. The CI/bench dev tooling it installs is hash-locked separately — see the .github/requirements row. |
.github/requirements |
*.txt (hash-pinned) |
yes | CI/bench Python tooling, locked with uv pip compile --generate-hashes (OpenSSF Scorecard PinnedDependencies). ci-dev is split per Python version — ci-dev-py39.txt and ci-dev-py3.txt — because numpy ships no single release with wheels for both cp39 and cp313; bench.txt covers the single-version bench job. |
fuzz |
fuzz/Cargo.lock |
no (ignored) | fuzz/ is a detached crate; cargo-fuzz init generates fuzz/.gitignore which ignores its Cargo.lock. The fuzz smoke job resolves dependencies fresh, so the lock is not needed for reproducibility here. |
site (marketing) |
package-lock.json |
no (ghost-ignored) | The VitePress site is a local-only project excluded via .git/info/exclude; its lockfile stays local. |
When adding a new committed Node package, commit its package-lock.json too and
remove any matching ignore rule. Do not add a top-level package-lock.json —
the repository root is not an npm package.
To refresh every committed lockfile in the workspace — Cargo.lock,
fuzz/Cargo.lock, the Node binding lock, and the hash-pinned Python
requirements — run ./scripts/update-lockfiles.sh. It uses uv for the Python
locks (and bootstraps it on Linux/macOS if absent) so each target Python
version's hashed transitive closure can be regenerated without that interpreter
installed. Dependabot also keeps the .github/requirements pins current.
Standards for a change
- Formatting & lints.
cargo fmtmust leave the tree unchanged andcargo clippy ... -D warningsmust be clean. CI gates both. - Tests. New behaviour needs tests; bug fixes need a regression test.
- Indicator correctness. A new or changed indicator must have a
reference-value test against a known-good source (TA-Lib, pandas-ta, or a
hand-computed value) and a
resettest. - Streaming parity. An indicator's
batchoutput must equal the sequence ofupdatecalls. - Bindings. A change to a public indicator API must be mirrored across the
Python, Node, and WASM bindings, including their type stubs /
.d.ts. - Docs. Update the relevant page on the
documentation site and the
README.mdwhen behaviour or the public API changes. The docs live in a separate git repository:https://github.com/wickra-lib/wickra-docs. - Changelog. Add an entry under
## [Unreleased]inCHANGELOG.md.
Commit and pull-request workflow
- Branch off
main. - Keep commits focused — one logical change per commit, with an imperative subject line and a body explaining why.
- Open a pull request against
mainand fill in the template. - CI must be green before review.
Reporting bugs and proposing features
Use the issue templates under
.github/ISSUE_TEMPLATE. For security-sensitive
reports, follow SECURITY.md instead of opening a public issue.