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ppforest2 v0.1.0
Projection Pursuit Decision Trees and Random Forests
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Classes | |
| struct | LoadedModel |
| Immutable model snapshot captured once at server startup. More... | |
| struct | PredictionResult |
| Result of running a prediction request — kept around for the predictions store so the server can serve cached HTML on shareable URLs. More... | |
| class | PredictionStore |
| In-memory bounded store of recent prediction results, keyed by opaque IDs that survive a page refresh. Capacity-limited LRU; evicts the oldest entry once capacity is reached. More... | |
| struct | Response |
| Status, body, MIME content type, and extra response headers. More... | |
Functions | |
| Response | handle_health (std::string const &version) |
GET /health → 200 with status + version. | |
| Response | handle_predict (LoadedModel const &loaded, PredictionStore &store, std::string const &csv_body) |
POST /predict (Accept: application/json) → 200 with {predictions, [proportions], [metrics], id}. | |
| Response | handle_predict_html (LoadedModel const &loaded, PredictionStore &store, std::string const &csv_body) |
POST /predict (Accept: text/html) → 200 with the predict page rendered against the new result. Content-Location header points to the canonical /predict?id=<id> URL so the browser can update its address bar and share/refresh works. | |
| Response | handle_predict_view (LoadedModel const &loaded, PredictionStore const &store, std::string const &id_query) |
GET /predict → 200 with the predict page (always showing the upload form). When id_query refers to an entry still in the store, the results section is also populated. | |
| Response | handle_summarize (LoadedModel const &loaded) |
GET / (Accept: application/json) → 200 with the loaded model JSON, minus the heavy model field. | |
| Response | handle_summary_html (LoadedModel const &loaded) |
GET / (Accept: text/html) → 200 with a self-contained HTML page rendering meta, training metrics, and variable importance. | |
| Response ppforest2::cli::serve::handle_health | ( | std::string const & | version | ) |
GET /health → 200 with status + version.
| Response ppforest2::cli::serve::handle_predict | ( | LoadedModel const & | loaded, |
| PredictionStore & | store, | ||
| std::string const & | csv_body ) |
POST /predict (Accept: application/json) → 200 with {predictions, [proportions], [metrics], id}.
Stores the result in store so the corresponding GET endpoint can return the same data later. The id field in the body and the Content-Location: /predict?id=<id> header point to the canonical URL.
| Response ppforest2::cli::serve::handle_predict_html | ( | LoadedModel const & | loaded, |
| PredictionStore & | store, | ||
| std::string const & | csv_body ) |
POST /predict (Accept: text/html) → 200 with the predict page rendered against the new result. Content-Location header points to the canonical /predict?id=<id> URL so the browser can update its address bar and share/refresh works.
| Response ppforest2::cli::serve::handle_predict_view | ( | LoadedModel const & | loaded, |
| PredictionStore const & | store, | ||
| std::string const & | id_query ) |
GET /predict → 200 with the predict page (always showing the upload form). When id_query refers to an entry still in the store, the results section is also populated.
| Response ppforest2::cli::serve::handle_summarize | ( | LoadedModel const & | loaded | ) |
GET / (Accept: application/json) → 200 with the loaded model JSON, minus the heavy model field.
| Response ppforest2::cli::serve::handle_summary_html | ( | LoadedModel const & | loaded | ) |
GET / (Accept: text/html) → 200 with a self-contained HTML page rendering meta, training metrics, and variable importance.