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Add UI network inspectors clean base 102 - #106
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Merge Risk: 🔵 Low · up to
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| Check name | Status | Explanation | Resolution |
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| Docstring Coverage | Docstring coverage is 32.43% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 37 functions across 9 files. (8 skipped: … | Write docstrings for the functions missing them to satisfy the coverage threshold. |
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Check name Status Explanation Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled. Title check ✅ Passed The title identifies the main change: adding a UI for network inspectors. The suffix "clean base 102" is unnecessary but does not make the title unrelated or misleading. Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request. Out of Scope Changes check ✅ Passed Check skipped because no linked issues were found for this pull request.
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Docstring coverage is 32.43% which is insufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 37 functions across 9 files. (8 skipped: 8 unsupported.)
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add-ui-network-inspectors-clean-base-102
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🟡 Changes recommended
A newly added pytest module (test_network_inspectors.py) is placed outside the configured testpaths and therefore will not run in CI, so the intended regression coverage is currently ineffective.
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Pull request overview
This PR adds a Streamlit-based UI for LANfactory’s network inspector workflows and refactors the existing inspector logic to separate “compute” from “plot” via explicit result contracts, making it easier to reuse outputs across CLI/UI/testing.
Changes:
- Introduces a Streamlit app + CLI launcher (
network-inspectors-ui) and ships UI styling as package data. - Adds
contracts.pydataclasses and refactors inspector API/plotting to operate on structured payloads (LikelihoodComparison,ManifoldComputation). - Extends/updates tests for the new compute/plot APIs and figure builders.
File summaries
| File | Description |
|---|---|
| tests/test_network_inspectors_plotting.py | Adds tests for the new plotting figure-builder functions and updated plot contracts. |
| tests/test_network_inspectors_api.py | Adds tests for new compute-layer contract return types and updated plotting-call signatures. |
| test_network_inspectors.py | Adds additional pytest cases (currently not collected due to pytest testpaths). |
| src/lanfactory/network_inspectors/styles.css | Adds Streamlit UI styling, including focus outlines and dark-mode rules. |
| src/lanfactory/network_inspectors/streamlit_app.py | Implements the Streamlit UI for KDE-vs-LAN and manifold workflows, loading models from disk. |
| src/lanfactory/network_inspectors/plotting.py | Refactors plotting into build_*_figure helpers and updates plotting to consume contracts. |
| src/lanfactory/network_inspectors/contracts.py | Adds shared dataclass contracts for compute/plot/UI layers. |
| src/lanfactory/network_inspectors/api.py | Adds compute functions that return contracts; keeps plotting wrappers for backward-style entry points. |
| src/lanfactory/network_inspectors/init.py | Re-exports new compute functions and contracts as public API. |
| src/lanfactory/cli/network_inspectors_ui.py | Adds a CLI entry point to launch the Streamlit UI. |
| README.md | Documents how to install UI extras and launch the UI command. |
| pyproject.toml | Adds ui extra (Streamlit) and registers the network-inspectors-ui console script + CSS package data. |
| .gitignore | Ignores data/ directory (likely used for local model assets). |
Review details
- Files reviewed: 12/13 changed files
- Comments generated: 1
- Review effort level: Lite
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…ning and adjust GPU batch size
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Actionable comments posted: 3
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Inline comments:
In `@notebooks/network_inspectors_tutorial.ipynb`:
- Line 38: Update the model directory resolution around model_dir so it searches
nested directories under the torch_models base, allowing model = "ddm" to locate
layouts such as lan/ddm instead of raising StopIteration; preserve direct
base/model lookup when applicable.
In `@src/lanfactory/cli/network_inspectors_ui.py`:
- Line 22: Update app() so the sys.argv assignment preserves the original
console-script arguments by placing sys.argv[1:] after app_path before invoking
streamlit.web.cli.main.
In `@src/lanfactory/network_inspectors/streamlit_app.py`:
- Around line 166-170: Update the rt_step_2c st.number_input configuration used
by _symmetric_2choice_grid to enforce a strictly positive value by setting a
positive min_value and matching step, while preserving the existing default.
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📒 Files selected for processing (17)
.github/workflows/run_tests.yml.gitignore.streamlit/config.tomlREADME.mddocs/network_inspectors_tutorial.mdnotebooks/network_inspectors_tutorial.ipynbpyproject.tomlsrc/lanfactory/cli/network_inspectors_ui.pysrc/lanfactory/network_inspectors/__init__.pysrc/lanfactory/network_inspectors/api.pysrc/lanfactory/network_inspectors/contracts.pysrc/lanfactory/network_inspectors/plotting.pysrc/lanfactory/network_inspectors/streamlit_app.pysrc/lanfactory/network_inspectors/styles.csstests/test_network_inspectors_api.pytests/test_network_inspectors_plotting.pytests/test_network_inspectors_streamlit.py
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@cpaniaguam this is stacked on |
digicosmos86
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digicosmos86
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LGTM! Just one minor comment
| all = [ | ||
| "mlflow>=3.14.0", | ||
| "huggingface-hub>=0.20.0", | ||
| "sbi>=0.26", | ||
| "nflows>=0.14", | ||
| "bayesflow>=2.0.8", | ||
| "keras>=3.12", | ||
| "streamlit>=1.40.0", |
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I think all can be configured to use all other extras?
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Yes. all is now ["lanfactory[mlflow,hf,sbi,bayesflow,ui]"], so the pins live in one place only and a new extra only has to be added to the list. Checked with uv pip install --dry-run -e ".[all]": it still pulls in mlflow, huggingface-hub, sbi, nflows, bayesflow, keras and streamlit. Fixed in 21c1983.
Co-Authored-By: Claude Opus 5.5 <[email protected]>
Summary by CodeRabbit
New Features
Documentation
Style