From 59498e82e1676a9df298e7f85aea0f480da5de93 Mon Sep 17 00:00:00 2001 From: Andres Contreras Date: Thu, 25 Jun 2026 22:02:43 +0200 Subject: [PATCH] docs: advanced-AutoML sample + full doc/PDF coverage of the new features MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The latest features (explainability, calibration, stacking ensembles, PR-AUC selection, CV strategies, persisted audit trail) shipped with reference docs but were missing from the samples, the landing pages, and the PDF. This closes those gaps so every feature is demonstrated, discoverable, and in the guide. - samples/advanced_automl.py (NEW): one runnable, test-covered sample on the real breast_cancer data — StratifiedKFold CV, PR-AUC selection, a calibrated stacking ensemble, global explainability, and a persisted JSONL audit trail of every gate decision. Auto-detects an LLM key: deterministic StaticFeatureProposer offline, real AgentFeatureProposer when a key is present (so the same sample runs in CI and against a live model). - tests/samples/test_advanced_automl.py (NEW): offline smoke test + an @integration test that runs the sample against a real LLM. All three real-LLM integration tests (this + the showcase) pass with a live key. - README.md, docs/README.md: add Explainability to the doc tables; note calibration/ensembling/PR-AUC/CV on the AutoML rows. - docs/index.md: enrich the AutoML card; add an "Explainable & trustworthy" pillar. - docs/samples.md: five samples now, with the advanced sample documented. - docs/brief/firefly-datascience-complete-guide.pdf: regenerated (62pp) — Ch.8 gains calibration/ensembling/PR-AUC/CV + explainability; Ch.14 the hands-on advanced selection; Ch.15 the persisted audit trail; glossary terms added. --- README.md | 5 +- docs/README.md | 5 +- .../firefly-datascience-complete-guide.pdf | Bin 4018670 -> 4050279 bytes docs/index.md | 11 +- docs/samples.md | 29 +++- samples/advanced_automl.py | 152 ++++++++++++++++++ tests/samples/test_advanced_automl.py | 71 ++++++++ 7 files changed, 263 insertions(+), 10 deletions(-) create mode 100644 samples/advanced_automl.py create mode 100644 tests/samples/test_advanced_automl.py diff --git a/README.md b/README.md index b17bf8e..a7d982f 100644 --- a/README.md +++ b/README.md @@ -189,8 +189,9 @@ Propose → execute (sandboxed) → observe → **verify** (correctness ≠ ran) | [Architecture](docs/architecture.md) | layers, hexagonal ports, auto-configuration, the DI container | | [Configuration](docs/configuration.md) | env / `.env` / YAML / profiles precedence | | [Datasets](docs/datasets.md) | the `Dataset` container and loaders | -| [Classical AutoML](docs/automl.md) | the `AutoML` facade, trainers, search, metrics | -| [GenAI Feature Engineering](docs/genai-features.md) | propose → execute → measure → gate | +| [Classical AutoML](docs/automl.md) | the `AutoML` facade, trainers, search, metrics, calibration, ensembling, PR-AUC selection & CV strategies | +| [Explainability](docs/explainability.md) | deterministic global + local feature importances (permutation, SHAP) | +| [GenAI Feature Engineering](docs/genai-features.md) | propose → execute → measure → gate; the persisted audit trail | | [Agentic ML-Engineering Loop](docs/agentic-loop.md) | propose → verify → reflect → select | | [Deep Learning & TabFM](docs/deep-learning.md) | MLP, TabPFN, the PyTorch integration point | | [Serving & Lineage](docs/serving.md) | in-process and gated servers, lineage | diff --git a/docs/README.md b/docs/README.md index b477b90..5d8ed0e 100644 --- a/docs/README.md +++ b/docs/README.md @@ -24,8 +24,9 @@ |---|---| | [Architecture](architecture.md) | the five layers, hexagonal ports/adapters, the DI container, auto-configuration | | [Datasets](datasets.md) | the `Dataset` container, loaders, `train_test_split`, task inference | -| [Classical AutoML](automl.md) | the `AutoML` facade, trainers, search policies, metrics, the leaderboard | -| [GenAI Feature Engineering](genai-features.md) | propose → execute → measure → gate; the `CostBenefitGate` | +| [Classical AutoML](automl.md) | the `AutoML` facade, trainers, search policies, metrics, the leaderboard, calibration, ensembling, PR-AUC selection & CV strategies | +| [Explainability](explainability.md) | deterministic global + local feature importances (permutation, SHAP) | +| [GenAI Feature Engineering](genai-features.md) | propose → execute → measure → gate; the `CostBenefitGate`; the persisted audit trail | | [Agentic ML-Engineering Loop](agentic-loop.md) | propose → train → verify → reflect → select | | [Deep Learning & TabFM](deep-learning.md) | sklearn-MLP, PyTorch Lightning, HuggingFace, TabPFN | | [Serving & Lineage](serving.md) | the in-process server, gated backends, lineage | diff --git a/docs/brief/firefly-datascience-complete-guide.pdf b/docs/brief/firefly-datascience-complete-guide.pdf index 79ee13d9e5dea875f2653042cbcf15d2ddc48b91..8c050b76682314e9349d5fe96e7cbd3f01bb9714 100644 GIT binary patch delta 330390 zcmV)7K*zuCqxAvjn)d;KgaL#Cv;){j0neA&M*}H;EpRgo+9 zQ2hS%q5b;XzkmMt({Dxh-SO#5Aquek%X@5g7>b~WPyUjkl%7BLC0#%yHvsGnKvyJC^`Jnz 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znC9_R1oR}-*8agN?3(5T8B7P;#}*G3GuV=&Nd6qnXuyitgLynIcjw!r52dgv6&VNB zq795$fB3yS51*^}pnp)wPNHkB?D6BJe%rV8crBRni^C+laZ=JlH@JAJ^1F8@SXVoC z$LeEgbPcQ0dn~1r%E0d4{TTf3y%>PW9$g)d^}KfONam{;SFIVqE{kK1|9yqknO}C) zsA+*N%6%G;##P{2D7hNifi;uDM2mp0JnNgf-qeMb_~iDhv*UtF6U(<^bGebuZ_uY( zrtFNf{{#A&n#FF%$Vt}fkm?>&o=b>fq8XY{hqLvNnIHP;m@$bS+UF^;z}lBXyUH8k z9l%Xd@5c{szy0024=2x_o&Dn5KfOB@r+jes)%*7!{cA}MJ^kwB?2GTddGG(TiRHi7 zr@uOVc6sf1uAjVq^^&Fc>gj7AK76Tv&x7l0Nx&~2KR@~ZLr#Bva(4ax>sP;d_w{eT z|HJQ3&(7aah916r^ZNYy^~1B**Neczxi<9TiPrm>7_QS_Net7rI S2?LN!zBu{hlh ## Get started in 30 seconds @@ -175,7 +184,7 @@ app = FireflyDataScienceApplication.run(config=config) - :material-flask-outline:{ .middle } __[Classical AutoML](automl.md)__ --- - The classical-first engine: train, score, select. + Train, score, select — with calibration, stacking ensembles, PR-AUC selection & CV strategies. - :material-lightbulb-on-outline:{ .middle } __[Explainability](explainability.md)__ diff --git a/docs/samples.md b/docs/samples.md index c042597..551f514 100644 --- a/docs/samples.md +++ b/docs/samples.md @@ -2,10 +2,11 @@ **Every sample is a single, runnable script that is covered by a test — so each one is guaranteed to work.** -The four scripts live in +The five scripts live in [`samples/`](https://github.com/fireflyframework/fireflyframework-datascience/tree/main/samples). -Three run **offline with no LLM key** (the GenAI steps use deterministic stand-in proposers); one -calls a **real LLM**. Pick the card that matches what you want to see, copy its run command, and go. +Most run **offline with no LLM key** (the GenAI steps use deterministic stand-in proposers); two use a +**real LLM** when a key is present. Pick the card that matches what you want to see, copy its run +command, and go. !!! firefly "The pattern every sample demonstrates — the LLM proposes; the classical engine decides" @@ -14,7 +15,7 @@ calls a **real LLM**. Pick the card that matches what you want to see, copy its swap the LLM for a fixed proposer so the exact same gate runs without a key — see [GenAI Feature Engineering](genai-features.md) and the [Agentic Loop](agentic-loop.md). -## The four samples +## The five samples

@@ -47,6 +48,22 @@ calls a **real LLM**. Pick the card that matches what you want to see, copy its [:octicons-arrow-right-24: Use case: Lumen](use-case-lumen.md) +- :material-tune-vertical:{ .lg .middle } __`advanced_automl.py` — production-grade selection & trust__ + + --- + + Every modeling/trust feature on the **real** `breast_cancer` data: a `StratifiedKFold` splitter, + **PR-AUC** selection, a **calibrated stacking ensemble**, deterministic **explainability** (global + importances), and a persisted **audit trail** of every GenAI gate decision. Runs **offline**, and + automatically uses a real LLM to propose features when a key is present. Needs the `tabular` extra + (`explain` adds SHAP). + + ```bash + uv run python samples/advanced_automl.py + ``` + + [:octicons-arrow-right-24: Classical AutoML](automl.md) + - :material-database-outline:{ .lg .middle } __`industry_showcase.py` — real public data__ --- @@ -91,6 +108,7 @@ calls a **real LLM**. Pick the card that matches what you want to see, copy its ```bash uv run python samples/tutorial.py # the full guided tour uv run python samples/lumen_credit_risk.py # focused credit-risk use case + uv run python samples/advanced_automl.py # calibration, ensembling, PR-AUC, explainability, audit uv run python samples/industry_showcase.py # real OpenML data (needs network) ``` @@ -99,7 +117,8 @@ calls a **real LLM**. Pick the card that matches what you want to see, copy its ```bash export ANTHROPIC_API_KEY=sk-ant-... # or OPENAI_API_KEY=... export FIREFLY_DATASCIENCE_GENAI__DEFAULT_MODEL=anthropic:claude-haiku-4-5 # optional; this is the default - uv run python samples/genai_llm_showcase.py + uv run python samples/genai_llm_showcase.py # real LLM: feature engineering + agentic loop + uv run python samples/advanced_automl.py # real LLM proposes features; calibrated ensemble + explainability ``` !!! tip "The offline samples are the place to start" diff --git a/samples/advanced_automl.py b/samples/advanced_automl.py new file mode 100644 index 0000000..107e2d9 --- /dev/null +++ b/samples/advanced_automl.py @@ -0,0 +1,152 @@ +# Copyright 2026 Firefly Software Foundation. +"""Advanced AutoML — production-grade selection, trust, and governance, on real data. + +One runnable script that exercises every modeling/trust feature added in the latest release, on the +real ``breast_cancer`` dataset (no synthetic data): + + 1. **Governed feature engineering with a persisted audit trail.** The LLM (or, offline, a + deterministic stand-in) proposes features; the cost/benefit gate keeps only measured wins; and + *every* decision — accepted or rejected — is appended to a JSONL audit log. + 2. **Robust model selection.** A scikit-learn ``StratifiedKFold`` splitter drives cross-validation, + and the winner is chosen on **PR-AUC** (``average_precision``) — the right target for imbalanced + or cost-sensitive binary problems. + 3. **A calibrated stacking ensemble.** The top-k candidates are stacked, then calibrated so the + predicted probabilities are trustworthy (reported via the Brier score). + 4. **Explainability.** The winner reports deterministic global feature importances on the holdout. + +The GenAI step uses a real LLM when a key is present (``ANTHROPIC_API_KEY`` / ``OPENAI_API_KEY`` / +``GEMINI_API_KEY``), and a deterministic ``StaticFeatureProposer`` otherwise — so the same sample runs +offline in CI and against a live model when credentials are available. + +Run it: ``python samples/advanced_automl.py`` (needs the ``tabular`` extra; ``explain`` for SHAP) +""" + +from __future__ import annotations + +import json +import os +import tempfile +from pathlib import Path +from typing import Any + +import pandas as pd + +from fireflyframework_datascience.automl import AutoML +from fireflyframework_datascience.datasets.adapters import SklearnDatasetLoader +from fireflyframework_datascience.features import FeatureProposal, StaticFeatureProposer +from fireflyframework_datascience.features.audit import JsonlAuditLog +from fireflyframework_datascience.features.genai import GenAIFeatureEngineer + +DEFAULT_MODEL = os.getenv("FIREFLY_DATASCIENCE_GENAI__DEFAULT_MODEL", "anthropic:claude-haiku-4-5") + + +def _has_llm_key() -> bool: + return bool(os.getenv("ANTHROPIC_API_KEY") or os.getenv("OPENAI_API_KEY") or os.getenv("GEMINI_API_KEY")) + + +def _make_proposer() -> tuple[Any, str]: + """A real LLM proposer when a key is present; otherwise a deterministic, offline stand-in.""" + if _has_llm_key(): + from fireflyframework_datascience.features.genai import AgentFeatureProposer + + return AgentFeatureProposer(model=DEFAULT_MODEL), "llm" + # Offline: real feature code over real columns. The gate decides what (if anything) earns its keep. + proposer = StaticFeatureProposer( + [ + FeatureProposal( + "area_to_perimeter", + "df['area_to_perimeter'] = df['worst area'] / (df['worst perimeter'] + 1)", + "compactness proxy", + ), + FeatureProposal( + "concavity_interaction", + "df['concavity_interaction'] = df['mean concavity'] * df['mean concave points']", + "interaction term", + ), + FeatureProposal("noise", "df['noise'] = 0.0", "should be rejected — adds nothing"), + ] + ) + return proposer, "static" + + +def _apply(engineered: Any, X: pd.DataFrame) -> pd.DataFrame: + """Apply the *accepted* feature code to a frame, keeping train and test consistent.""" + from fireflyframework_datascience.features.executor import FeatureCodeExecutor + + executor = FeatureCodeExecutor() + working = X.copy() + for accepted in engineered.accepted: + working = executor.execute(accepted.proposal.code, working) + return working + + +def run(audit_path: str | Path | None = None) -> dict[str, Any]: + """Run the advanced AutoML pipeline end-to-end and return a report dict.""" + from sklearn.model_selection import StratifiedKFold + + ds = SklearnDatasetLoader().load("breast_cancer") # real data + train, test = ds.train_test_split(test_size=0.25, random_state=0) + + # 1. Governed GenAI feature engineering with a persisted, append-only audit trail. + cleanup = False + if audit_path is None: + audit_path = Path(tempfile.mkdtemp(prefix="firefly-audit-")) / "genai-decisions.jsonl" + cleanup = True + proposer, proposer_kind = _make_proposer() + audit = JsonlAuditLog(audit_path) + engineer = GenAIFeatureEngineer(proposer, audit_log=audit, cv=4) + engineered = engineer.engineer(train) + + # 2. Robust selection: a StratifiedKFold splitter + PR-AUC, with a calibrated stacking ensemble. + splitter = StratifiedKFold(n_splits=4, shuffle=True, random_state=0) + automl = AutoML(cv=splitter, n_trials=1, calibrate=True, ensemble=True, ensemble_size=3, random_state=0) + result = automl.fit(engineered.dataset, metric="average_precision") + + test_engineered = test.with_features(_apply(engineered, test.X)) + evaluation = result.evaluate(test_engineered) + + # 3. Explainability — deterministic global feature importances on the holdout. + explanation = result.explain(test_engineered) + + # 4. Read the persisted audit trail back (one JSON line per gate decision). + audit_records = [json.loads(line) for line in Path(audit_path).read_text(encoding="utf-8").splitlines()] + if cleanup: + Path(audit_path).unlink(missing_ok=True) + + return { + "proposer": proposer_kind, + "accepted_features": [a.proposal.name for a in engineered.accepted], + "rejected_features": [r.proposal.name for r in engineered.rejected], + "fe_lift": engineered.lift, + "winner": result.best_model.name, + "selection_metric": result.metric, + "cv_scoring": result.cv_scoring, + "leaderboard": result.leaderboard_table(), + "holdout": evaluation.metrics, + "explanation_method": explanation.method, + "top_features": explanation.top(8), + "audit_trail": audit_records, + } + + +def main() -> None: + report = run() + print("=== Advanced AutoML — calibrated stacking ensemble, PR-AUC selection, explainability ===") + print(f"proposer : {report['proposer']}") + print(f"accepted features : {report['accepted_features']}") + print(f"rejected features : {report['rejected_features']}") + print(f"winning model : {report['winner']}") + print(f"selected on : {report['selection_metric']} (cv scorer: {report['cv_scoring']})") + print("leaderboard:") + print(report["leaderboard"]) + print(f"holdout metrics : {report['holdout']}") + print(f"explanation : {report['explanation_method']}") + for name, importance in report["top_features"]: + print(f" {name:<26} {importance:+.4f}") + print(f"audit trail : {len(report['audit_trail'])} decisions persisted") + for record in report["audit_trail"]: + print(f" {record['decision']:<9} {record['feature']:<24} ({record['detail']})") + + +if __name__ == "__main__": + main() diff --git a/tests/samples/test_advanced_automl.py b/tests/samples/test_advanced_automl.py new file mode 100644 index 0000000..47166fe --- /dev/null +++ b/tests/samples/test_advanced_automl.py @@ -0,0 +1,71 @@ +# Copyright 2026 Firefly Software Foundation. +"""Smoke tests for the advanced-AutoML sample (calibration, ensembling, PR-AUC, explainability, audit). + +The offline test forces the deterministic proposer (so it runs in CI with no key); the integration +test runs the *same* sample against a live LLM when ``ANTHROPIC_API_KEY`` is present. +""" + +from __future__ import annotations + +import os + +import pytest + + +def _load_sample(): # type: ignore[no-untyped-def] + import pathlib + import sys + + sys.path.insert(0, str(pathlib.Path(__file__).resolve().parents[2] / "samples")) + import advanced_automl + + return advanced_automl + + +def test_advanced_automl_offline(monkeypatch: pytest.MonkeyPatch) -> None: + # Force the offline (deterministic) path regardless of the ambient environment. + for var in ("ANTHROPIC_API_KEY", "OPENAI_API_KEY", "GEMINI_API_KEY"): + monkeypatch.delenv(var, raising=False) + + report = _load_sample().run() + + # Offline, deterministic feature engineering with a full audit trail (one record per proposal). + assert report["proposer"] == "static" + assert "noise" in report["rejected_features"] # the no-information feature is always rejected + assert len(report["audit_trail"]) == 3 + assert all(r["decision"] in ("accepted", "rejected") for r in report["audit_trail"]) + assert {r["feature"] for r in report["audit_trail"]} == {"area_to_perimeter", "concavity_interaction", "noise"} + + # Winner is a stacking ensemble, selected on PR-AUC. + assert report["winner"] == "stacking_ensemble" + assert report["selection_metric"] == "average_precision" + assert report["cv_scoring"] == "average_precision" + + # Richer metrics are reported, including calibration quality (Brier) and PR-AUC, on a strong model. + holdout = report["holdout"] + assert {"roc_auc", "average_precision", "brier_score"} <= set(holdout) + assert holdout["roc_auc"] > 0.95 + assert 0.0 <= holdout["brier_score"] <= 0.25 # well-calibrated probabilities + + # Explainability produced ranked global importances. + assert report["explanation_method"] in ("permutation_importance", "shap") + assert len(report["top_features"]) > 0 + + +@pytest.mark.integration +def test_advanced_automl_with_real_llm() -> None: + if not os.getenv("ANTHROPIC_API_KEY"): + pytest.skip("needs ANTHROPIC_API_KEY") + + report = _load_sample().run() + + # The real LLM proposed features and every gate decision was persisted to the audit trail. + assert report["proposer"] == "llm" + assert len(report["audit_trail"]) >= 1 + assert all(r["decision"] in ("accepted", "rejected") for r in report["audit_trail"]) + + # The robust selection pipeline still produced a calibrated stacking ensemble selected on PR-AUC. + assert report["winner"] == "stacking_ensemble" + assert report["selection_metric"] == "average_precision" + assert report["holdout"]["roc_auc"] > 0.9 + assert len(report["top_features"]) > 0