Fix CI failures and clarify README install instructions

- Python CI: use `pip install ".[dev]"` instead of `maturin develop`
  (which requires a virtualenv that CI doesn't create)
- WASM: add `getrandom` with `js` feature to fix wasm32 build
- Benchmarks: remove invalid `--output-format bencher` flag
- README: add explicit `pip install .` install step, clarify that
  maturin compiles Rust behind the scenes, add dev setup section

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

Author: sidmohan0

.github/workflows/ci.yml

@@ -36,6 +36,7 @@ jobs:
     name: Python Build & Test
     runs-on: ${{ matrix.os }}
     strategy:
+      fail-fast: false
       matrix:
         os: [ubuntu-latest, macos-latest]
         python-version: ["3.10", "3.11", "3.12", "3.13"]
@@ -46,11 +47,8 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
 
-      - name: Install dependencies
-        run: pip install maturin pytest
-
-      - name: Build and install (editable)
-        run: maturin develop
+      - name: Install package
+        run: pip install ".[dev]"
 
       - name: Run Python tests
         run: pytest -v
@@ -79,4 +77,4 @@ jobs:
       - uses: Swatinem/rust-cache@v2
 
       - name: Run benchmarks
-        run: cargo bench --package datafog-core -- --output-format bencher
+        run: cargo bench --package datafog-core

README.md

@@ -4,27 +4,23 @@ Fast PII detection and anonymization, built in Rust with Python and WASM binding
 
 DataFog detects structured PII (emails, phone numbers, SSNs, credit cards, IPs, dates of birth, ZIP codes) using compiled regex patterns, and optionally detects soft PII (names, organizations, addresses) using a GLiNER ONNX model via NER. The regex engine runs in microseconds per kilobyte with zero external dependencies.
 
-## Prerequisites
+## Install (Python)
 
-- **Rust** (stable) — install via [rustup](https://rustup.rs/)
-- **Python 3.9+** — for the Python bindings
-- **maturin** — for building the Rust-to-Python bridge
+DataFog is a Rust library with Python bindings built by [maturin](https://www.maturin.rs/). You need a Rust toolchain to install from source.
 
-## Quick start (Python)
+**Prerequisites:** [Rust](https://rustup.rs/) (stable) and Python 3.9+.
 
 ```bash
+# From PyPI (once published)
+pip install datafog
+
+# From source
 git clone https://github.com/DataFog/datafog.git
 cd datafog
-
-python3 -m venv .venv
-source .venv/bin/activate       # Windows: .venv\Scripts\activate
-pip install maturin pytest
-
-maturin develop                 # builds Rust, installs editable Python package
-pytest -v                       # runs the test suite
+pip install .
 ```
 
-Then in Python:
+That's it. `pip install .` compiles the Rust code and installs DataFog as a Python package. No separate Rust build step needed — maturin handles it behind the scenes.
 
 ```python
 from datafog import DataFog, detect, anonymize_text
@@ -43,7 +39,7 @@ fog = DataFog()
 results = fog.detect_batch(["john@test.com", "555-123-4567", "no pii here"])
 ```
 
-## Quick start (Rust)
+## Install (Rust)
 
 Add to your `Cargo.toml`:
 
@@ -71,8 +67,8 @@ The NER engine uses a [GLiNER](https://github.com/urchade/GLiNER) ONNX model to
 Building with NER pulls in `gline-rs` + ONNX Runtime (~50 MB binary size increase).
 
 ```bash
-# Build the Python package with NER + model auto-download
-maturin develop --features full
+# Install from source with NER + model auto-download
+pip install . --config-settings="build-args=--features full"
 ```
 
 ```python
@@ -152,19 +148,19 @@ datafog/
 ## Development
 
 ```bash
-# Run Rust tests
-cargo test --workspace
+git clone https://github.com/DataFog/datafog.git
+cd datafog
 
-# Run clippy and check formatting
+# Rust
+cargo test --workspace
 cargo clippy --workspace -- -D warnings
 cargo fmt --all -- --check
-
-# Run benchmarks
 cargo bench --package datafog-core
 
-# Build and test Python
+# Python
+python3 -m venv .venv
 source .venv/bin/activate
-maturin develop
+pip install ".[dev]"            # installs datafog + maturin + pytest
 pytest -v
 ```
 

crates/datafog-wasm/Cargo.toml

@@ -16,6 +16,7 @@ wasm-bindgen = "0.2"
 serde = { workspace = true }
 serde_json = { workspace = true }
 serde-wasm-bindgen = "0.6"
+getrandom = { version = "0.2", features = ["js"] }
 
 [dev-dependencies]
 wasm-bindgen-test = "0.3"