Add UI network inspectors clean base 102 - #106
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📝 WalkthroughWalkthroughAdds reusable network-inspector computation contracts, a Streamlit UI for Torch models, a console launcher, package styling, CI installation support, tests, documentation, and an updated tutorial notebook. ChangesNetwork Inspectors
Estimated code review effort: 4 (Complex) | ~45 minutes Merge Risk: 🔵 Low · up to The change adds network-inspection UI and tutorials, but documented nested model layouts may fail, invalid KDE step values may produce unusable results, and CLI configuration flags may be ignored. The PR is mergeable with explicit owner awareness and follow-up on these bounded issues. Sequence Diagram(s)sequenceDiagram
participant User
participant StreamlitUI
participant TorchArtifacts
participant NetworkInspectorAPI
participant Plotting
User->>StreamlitUI: Select model and inspection tab
StreamlitUI->>TorchArtifacts: Discover and load state dict and network config
StreamlitUI->>NetworkInspectorAPI: Compute likelihood comparison or manifold
NetworkInspectorAPI-->>StreamlitUI: Return typed computation contract
StreamlitUI->>Plotting: Build inspection figure
Plotting-->>User: Display likelihood or manifold plot
🚥 Pre-merge checks | ✅ 4 | ❌ 1❌ Failed checks (1 warning)
✅ Passed checks (4 passed)
Full details: Docstring CoverageExplanation 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.) ✨ Finishing Touches 💡 2📝 Generate docstrings 💡
🛠️ Fix failing CI checks 💡
🧪 Generate unit tests (beta)
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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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🟢 Ready to approve
The refactor cleanly preserves existing entry points via wrappers, adds targeted contract/plot tests, and the new UI/CLI packaging looks consistent with the project’s optional-dependency patterns.
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Review details
- Files reviewed: 11/12 changed files
- Comments generated: 0 new
- Review effort level: Lite
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…ning and adjust GPU batch size
…ents and usage instructions
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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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Fix all unresolved CodeRabbit comments on this PR:
- Push a commit to this branch (recommended)
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ℹ️ Review info
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Review profile: CHILL
Plan: Pro Plus
Run ID: 7c5d7185-ec8a-43fa-b7c4-782789a7dc87
📒 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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Summary by CodeRabbit
New Features
Documentation
Style