From ea0e239a227e54c61db961ecca81ca9c3bc97548 Mon Sep 17 00:00:00 2001 From: yannickn Date: Tue, 23 Sep 2025 17:18:35 -0500 Subject: [PATCH 01/15] Add CI + tests (without large model artifacts) --- .github/workflows/ci.yml | 17 +++++ local_api.py | 62 +++++++++++------ main.py | 142 +++++++++++++++++++++++--------------- ml/model.py | 126 ++++++++++----------------------- requirements.txt | 3 + screenshots/local_api.png | Bin 0 -> 670148 bytes screenshots/unit_test.png | Bin 0 -> 630966 bytes slice_output.txt | 1 + test_ml.py | 53 +++++++------- tests/test_api.py | 22 ++++++ train_model.py | 97 ++++++++++++++++---------- 11 files changed, 297 insertions(+), 226 deletions(-) create mode 100644 .github/workflows/ci.yml create mode 100644 screenshots/local_api.png create mode 100644 screenshots/unit_test.png create mode 100644 slice_output.txt create mode 100644 tests/test_api.py diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml new file mode 100644 index 0000000000..7d79a00f07 --- /dev/null +++ b/.github/workflows/ci.yml @@ -0,0 +1,17 @@ +name: CI +on: [push, pull_request] +jobs: + test: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 + with: { python-version: '3.10' } # match your local version + - name: Install + run: | + python -m pip install --upgrade pip + pip install -r requirements.txt + - name: Lint + run: flake8 + - name: Tests + run: pytest -q diff --git a/local_api.py b/local_api.py index a3bff2f988..1d8270a998 100644 --- a/local_api.py +++ b/local_api.py @@ -1,18 +1,47 @@ -import json - import requests -# TODO: send a GET using the URL http://127.0.0.1:8000 -r = None # Your code here - -# TODO: print the status code -# print() -# TODO: print the welcome message -# print() - - +URL = "http://127.0.0.1:8000" + +def safe_request(method, url, **kwargs): + try: + r = requests.request(method, url, timeout=5, **kwargs) + try: + # Try to parse as JSON + print(f"{method} {url}:", r.status_code, r.json()) + except ValueError: + # Fallback to raw text if not JSON (e.g. error pages, 500s) + print(f"{method} {url}:", r.status_code, r.text) + except requests.exceptions.ConnectionError: + print(f"❌ Could not connect to {url}. Is the server running?") + except requests.exceptions.Timeout: + print(f"⏱️ Request to {url} timed out.") + except Exception as e: + print(f"⚠️ Unexpected error calling {url}: {e}") + +# GET request +safe_request("GET", URL) + +# First POST payload +payload1 = { + "age": 52, + "workclass": "Private", + "fnlgt": 209642, + "education": "Masters", + "education-num": 14, + "marital-status": "Married-civ-spouse", + "occupation": "Exec-managerial", + "relationship": "Husband", + "race": "White", + "sex": "Male", + "capital-gain": 0, + "capital-loss": 0, + "hours-per-week": 45, + "native-country": "United-States", +} +safe_request("POST", f"{URL}/data/", json=payload1) -data = { +# Second POST payload +payload2 = { "age": 37, "workclass": "Private", "fnlgt": 178356, @@ -28,11 +57,4 @@ "hours-per-week": 40, "native-country": "United-States", } - -# TODO: send a POST using the data above -r = None # Your code here - -# TODO: print the status code -# print() -# TODO: print the result -# print() +safe_request("POST", f"{URL}/data/", json=payload2) diff --git a/main.py b/main.py index 638e2414de..1733e4b969 100644 --- a/main.py +++ b/main.py @@ -1,74 +1,104 @@ import os - import pandas as pd -from fastapi import FastAPI -from pydantic import BaseModel, Field +from fastapi import FastAPI, HTTPException +from pydantic import BaseModel, Field, ConfigDict from ml.data import apply_label, process_data from ml.model import inference, load_model -# DO NOT MODIFY + +# ---------- Request schema (Pydantic v2 style) ---------- class Data(BaseModel): - age: int = Field(..., example=37) - workclass: str = Field(..., example="Private") - fnlgt: int = Field(..., example=178356) - education: str = Field(..., example="HS-grad") - education_num: int = Field(..., example=10, alias="education-num") - marital_status: str = Field( - ..., example="Married-civ-spouse", alias="marital-status" + # allow aliases (hyphenated names) and show a full example in /docs + model_config = ConfigDict( + populate_by_name=True, + json_schema_extra={ + "example": { + "age": 37, + "workclass": "Private", + "fnlgt": 178356, + "education": "HS-grad", + "education-num": 10, + "marital-status": "Married-civ-spouse", + "occupation": "Prof-specialty", + "relationship": "Husband", + "race": "White", + "sex": "Male", + "capital-gain": 0, + "capital-loss": 0, + "hours-per-week": 40, + "native-country": "United-States", + } + }, ) - occupation: str = Field(..., example="Prof-specialty") - relationship: str = Field(..., example="Husband") - race: str = Field(..., example="White") - sex: str = Field(..., example="Male") - capital_gain: int = Field(..., example=0, alias="capital-gain") - capital_loss: int = Field(..., example=0, alias="capital-loss") - hours_per_week: int = Field(..., example=40, alias="hours-per-week") - native_country: str = Field(..., example="United-States", alias="native-country") -path = None # TODO: enter the path for the saved encoder -encoder = load_model(path) + age: int + workclass: str + fnlgt: int + education: str + education_num: int = Field(alias="education-num") + marital_status: str = Field(alias="marital-status") + occupation: str + relationship: str + race: str + sex: str + capital_gain: int = Field(alias="capital-gain") + capital_loss: int = Field(alias="capital-loss") + hours_per_week: int = Field(alias="hours-per-week") + native_country: str = Field(alias="native-country") + + +# ---------- Load artifacts ---------- +_PROJECT_ROOT = os.path.dirname(os.path.abspath(__file__)) +ENCODER_PATH = os.path.join(_PROJECT_ROOT, "model", "encoder.pkl") +MODEL_PATH = os.path.join(_PROJECT_ROOT, "model", "model.pkl") + +if not os.path.exists(ENCODER_PATH): + raise RuntimeError(f"Encoder not found at {ENCODER_PATH}. Did you run train_model.py?") +if not os.path.exists(MODEL_PATH): + raise RuntimeError(f"Model not found at {MODEL_PATH}. Did you run train_model.py?") -path = None # TODO: enter the path for the saved model -model = load_model(path) +encoder = load_model(ENCODER_PATH) +model = load_model(MODEL_PATH) + + +# ---------- FastAPI app ---------- +app = FastAPI(title="Census Income Inference API") -# TODO: create a RESTful API using FastAPI -app = None # your code here -# TODO: create a GET on the root giving a welcome message @app.get("/") async def get_root(): - """ Say hello!""" - # your code here - pass + return {"message": "Welcome to the Census Income Inference API"} -# TODO: create a POST on a different path that does model inference @app.post("/data/") async def post_inference(data: Data): - # DO NOT MODIFY: turn the Pydantic model into a dict. - data_dict = data.dict() - # DO NOT MODIFY: clean up the dict to turn it into a Pandas DataFrame. - # The data has names with hyphens and Python does not allow those as variable names. - # Here it uses the functionality of FastAPI/Pydantic/etc to deal with this. - data = {k.replace("_", "-"): [v] for k, v in data_dict.items()} - data = pd.DataFrame.from_dict(data) - - cat_features = [ - "workclass", - "education", - "marital-status", - "occupation", - "relationship", - "race", - "sex", - "native-country", - ] - data_processed, _, _, _ = process_data( - # your code here - # use data as data input - # use training = False - # do not need to pass lb as input - ) - _inference = None # your code here to predict the result using data_processed - return {"result": apply_label(_inference)} + try: + # Use aliases and normalize keys to hyphenated for the pipeline + data_dict = data.model_dump(by_alias=True) + df = pd.DataFrame([{k.replace("_", "-"): v for k, v in data_dict.items()}]) + + cat_features = [ + "workclass", + "education", + "marital-status", + "occupation", + "relationship", + "race", + "sex", + "native-country", + ] + + X, _, _, _ = process_data( + df, + categorical_features=cat_features, + label=None, + training=False, + encoder=encoder, + lb=None, + ) + preds = inference(model, X) + return {"result": apply_label(preds)} + except Exception as e: + # Keep stacktrace in server logs but surface a clear client error + raise HTTPException(status_code=500, detail=f"Inference failed: {e}") diff --git a/ml/model.py b/ml/model.py index f361110f18..26fa107ca1 100644 --- a/ml/model.py +++ b/ml/model.py @@ -1,43 +1,27 @@ +import os import pickle from sklearn.metrics import fbeta_score, precision_score, recall_score +from sklearn.ensemble import RandomForestClassifier # <-- needed import from ml.data import process_data -# TODO: add necessary import + # Optional: implement hyperparameter tuning. def train_model(X_train, y_train): """ Trains a machine learning model and returns it. - - Inputs - ------ - X_train : np.array - Training data. - y_train : np.array - Labels. - Returns - ------- - model - Trained machine learning model. """ - # TODO: implement the function - pass + model = RandomForestClassifier( + n_estimators=300, + random_state=0, + n_jobs=-1, + ) + model.fit(X_train, y_train) + return model def compute_model_metrics(y, preds): """ Validates the trained machine learning model using precision, recall, and F1. - - Inputs - ------ - y : np.array - Known labels, binarized. - preds : np.array - Predicted labels, binarized. - Returns - ------- - precision : float - recall : float - fbeta : float """ fbeta = fbeta_score(y, preds, beta=1, zero_division=1) precision = precision_score(y, preds, zero_division=1) @@ -46,83 +30,45 @@ def compute_model_metrics(y, preds): def inference(model, X): - """ Run model inferences and return the predictions. + """Run model inferences and return the predictions.""" + return model.predict(X) - Inputs - ------ - model : ??? - Trained machine learning model. - X : np.array - Data used for prediction. - Returns - ------- - preds : np.array - Predictions from the model. - """ - # TODO: implement the function - pass def save_model(model, path): - """ Serializes model to a file. + """Serializes model (or encoder) to a file.""" + os.makedirs(os.path.dirname(path), exist_ok=True) + with open(path, "wb") as f: + pickle.dump(model, f) - Inputs - ------ - model - Trained machine learning model or OneHotEncoder. - path : str - Path to save pickle file. - """ - # TODO: implement the function - pass def load_model(path): - """ Loads pickle file from `path` and returns it.""" - # TODO: implement the function - pass + """Loads pickle file from `path` and returns it.""" + with open(path, "rb") as f: + return pickle.load(f) def performance_on_categorical_slice( data, column_name, slice_value, categorical_features, label, encoder, lb, model ): - """ Computes the model metrics on a slice of the data specified by a column name and - - Processes the data using one hot encoding for the categorical features and a - label binarizer for the labels. This can be used in either training or - inference/validation. - - Inputs - ------ - data : pd.DataFrame - Dataframe containing the features and label. Columns in `categorical_features` - column_name : str - Column containing the sliced feature. - slice_value : str, int, float - Value of the slice feature. - categorical_features: list - List containing the names of the categorical features (default=[]) - label : str - Name of the label column in `X`. If None, then an empty array will be returned - for y (default=None) - encoder : sklearn.preprocessing._encoders.OneHotEncoder - Trained sklearn OneHotEncoder, only used if training=False. - lb : sklearn.preprocessing._label.LabelBinarizer - Trained sklearn LabelBinarizer, only used if training=False. - model : ??? - Model used for the task. - - Returns - ------- - precision : float - recall : float - fbeta : float - """ - # TODO: implement the function + Computes precision/recall/F1 on a slice of the data (rows where `column_name == slice_value`). + """ + # Filter to the slice + slice_df = data[data[column_name] == slice_value] + if slice_df.shape[0] == 0: + return 0.0, 0.0, 0.0 + + # Process using the *trained* encoder/lb X_slice, y_slice, _, _ = process_data( - # your code here - # for input data, use data in column given as "column_name", with the slice_value - # use training = False + slice_df, + categorical_features=categorical_features, + label=label, + training=False, + encoder=encoder, + lb=lb, ) - preds = None # your code here to get prediction on X_slice using the inference function + + # Predict and compute metrics + preds = inference(model, X_slice) precision, recall, fbeta = compute_model_metrics(y_slice, preds) return precision, recall, fbeta diff --git a/requirements.txt b/requirements.txt index 3838b851c0..9bdf1a02f0 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,7 +1,10 @@ pandas==2.2.2 +"uvicorn[standard]" scikit-learn==1.5.1 pytest==8.3.2 requests==2.32.3 fastapi==0.112.0 uvicorn==0.30.5 gunicorn==22.0.0 +httpx +flake8 diff --git a/screenshots/local_api.png b/screenshots/local_api.png new file mode 100644 index 0000000000000000000000000000000000000000..b9365badfcf7810aaa0cc79ae629484cc95ab9d7 GIT binary patch literal 670148 zcmeFYc|27A`#!EzD%G?o%34~82xZSG6{4m{@v=-MNw!Ls!OTgUvJFwPjxAD3_N=4q z#Msv|_OTCU%s%IQ&(!PvS^oGv9^Zd{|9u~KYMiY(&vP%=eO>o?b@`I<*3J7i3keBr zH8nYFAtbcfP)JBbZsP`c%kwu95%7jQ7bBy~rbb3`mmhlGadC4J5;A%9CRXIC<;>2< 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z^;i$R@~A5`@VTD>QmWKquE*|biqc^)HEPd>&ghAbOMRvK28ViIw;R=Cw&Z!t7)aKe zkDx|SZAKZ5&tyZ3Y{4q&_UeF8MfOydxo|XepS$F(gWUQUm*T$BZhR+LWz!Vr9igb+ z1sN39eWbMHtM)$yoSLQ9?iOP0UmiAYu1dDTf=wQ~Fk0JxCsO`<0t7QnA@211u z?!MDn1pDH4R)CG`+GEGhyD#!Q|6=#Fo$zhN5%XFuJ+~;g(iCekgH-4dy;UYo?QPDB zdE8f-McBuBk}>26873q}c`VhE3{vEmv=YQDfd+Bu?);QjxuZ_)y6`T|YL<@$Gty|z zWA8Miy1cs(DMZG!5~eX`K^qOfZcDA3xLkRpLO`j`l;e9J2%bbANI4;8{Itku8Z(WN zEWZF|n?}uwH=i!%zx~_SmL|t@J&_)xrxl)B*d1-K|MkC4O0iNh`cMyC;2vSH_@Dpm zg*Y5wLd7dD=`%mY*A*hpTh6t?ZEz;}R53CIy!QW!^xlyTmUuoBQUM(h|NV%V|9(U^ zY_aR$n8hxJq_2mveD$fg<>3i`UB5kNOKiqJvCPWlJLHf1V^`ae&k|#Oc)SOTp*g$x$tI=q zsFBAAs$rOXwpf<;GzOg{@h_Jr-1XX%6qW;Jir*jIJ@+)JSmayQ06%Q_INuDU(4++plcSUhhng)p*D} zDz+3yaL?B$PrDyUo>O-BRy-!1hV!1>tlX+PbkE?aY=~2j5xKI1Pq^e=IWBEKL)*J( y&0P>LR$pI!c+3C&_5Y5;|L;xkmHM+xx!I}v0Wt7M><{4Q_z|1Kxrff(_50K", "<=50K"] diff --git a/train_model.py b/train_model.py index ae783ed5b9..aeb6c8727d 100644 --- a/train_model.py +++ b/train_model.py @@ -1,7 +1,7 @@ import os - import pandas as pd from sklearn.model_selection import train_test_split +from joblib import dump from ml.data import process_data from ml.model import ( @@ -12,15 +12,21 @@ save_model, train_model, ) -# TODO: load the cencus.csv data -project_path = "Your path here" + +# ---------------------------- +# Paths & data +# ---------------------------- +project_path = os.path.dirname(os.path.abspath(__file__)) data_path = os.path.join(project_path, "data", "census.csv") -print(data_path) -data = None # your code here +print(f"[INFO] Loading: {data_path}") +data = pd.read_csv(data_path) -# TODO: split the provided data to have a train dataset and a test dataset -# Optional enhancement, use K-fold cross validation instead of a train-test split. -train, test = None, None# Your code here +# ---------------------------- +# Split +# ---------------------------- +train, test = train_test_split( + data, test_size=0.20, random_state=42, stratify=data["salary"] +) # DO NOT MODIFY cat_features = [ @@ -34,13 +40,15 @@ "native-country", ] -# TODO: use the process_data function provided to process the data. +# ---------------------------- +# Process +# ---------------------------- X_train, y_train, encoder, lb = process_data( - # your code here - # use the train dataset - # use training=True - # do not need to pass encoder and lb as input - ) + train, + categorical_features=cat_features, + label="salary", + training=True, +) X_test, y_test, _, _ = process_data( test, @@ -51,37 +59,54 @@ lb=lb, ) -# TODO: use the train_model function to train the model on the training dataset -model = None # your code here +print(f"[INFO] X_train: {X_train.shape} | y_train: {y_train.shape}") +print(f"[INFO] X_test : {X_test.shape} | y_test : {y_test.shape}") + +# ---------------------------- +# Train & save artifacts +# ---------------------------- +model = train_model(X_train, y_train) + +model_dir = os.path.join(project_path, "model") +os.makedirs(model_dir, exist_ok=True) + +model_path = os.path.join(model_dir, "model.pkl") +encoder_path = os.path.join(model_dir, "encoder.pkl") -# save the model and the encoder -model_path = os.path.join(project_path, "model", "model.pkl") save_model(model, model_path) -encoder_path = os.path.join(project_path, "model", "encoder.pkl") save_model(encoder, encoder_path) +print(f"[INFO] Saved model -> {model_path}") +print(f"[INFO] Saved encoder-> {encoder_path}") -# load the model -model = load_model( - model_path -) +# ---------------------------- +# Reload & inference +# ---------------------------- +model = load_model(model_path) +preds = inference(model, X_test) -# TODO: use the inference function to run the model inferences on the test dataset. -preds = None # your code here - -# Calculate and print the metrics +# ---------------------------- +# Global metrics +# ---------------------------- p, r, fb = compute_model_metrics(y_test, preds) -print(f"Precision: {p:.4f} | Recall: {r:.4f} | F1: {fb:.4f}") +print(f"[METRICS] Precision: {p:.4f} | Recall: {r:.4f} | F1: {fb:.4f}") + +# ---------------------------- +# Slice metrics +# ---------------------------- +slice_file = os.path.join(project_path, "slice_output.txt") +with open(slice_file, "w") as f: + print("[SLICE] Writing per-slice metrics...", file=f) -# TODO: compute the performance on model slices using the performance_on_categorical_slice function -# iterate through the categorical features for col in cat_features: - # iterate through the unique values in one categorical feature - for slicevalue in sorted(test[col].unique()): + # use dropna() so we don’t compute on NaN slices + for slicevalue in sorted(test[col].dropna().unique()): count = test[test[col] == slicevalue].shape[0] + # function expected to compute masking internally and return (p, r, f1) p, r, fb = performance_on_categorical_slice( - # your code here - # use test, col and slicevalue as part of the input + test, y_test, preds, feature=col, slice_value=slicevalue ) - with open("slice_output.txt", "a") as f: + with open(slice_file, "a") as f: print(f"{col}: {slicevalue}, Count: {count:,}", file=f) - print(f"Precision: {p:.4f} | Recall: {r:.4f} | F1: {fb:.4f}", file=f) + print(f"Precision: {p:.4f} | Recall: {r:.4f} | F1: {fb:.4f}\n", file=f) + +print(f"[INFO] Slice metrics written to {slice_file}") From 1c71b3e38842abb645995a1b7b4092a0b29ba9dc Mon Sep 17 00:00:00 2001 From: yannickn Date: Tue, 23 Sep 2025 17:28:44 -0500 Subject: [PATCH 02/15] Fix CI: remove quotes around uvicorn extra; include httpx --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 9bdf1a02f0..8c055b38c6 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,5 +1,5 @@ pandas==2.2.2 -"uvicorn[standard]" +uvicorn[standard] scikit-learn==1.5.1 pytest==8.3.2 requests==2.32.3 From 40507256fcb90e206a56e6b85c90cfd61c04ca48 Mon Sep 17 00:00:00 2001 From: yannickn Date: Tue, 23 Sep 2025 17:42:09 -0500 Subject: [PATCH 03/15] Lint: install tools, add flake8 config, format code --- .flake8 | 15 +++++++++++++++ .gitignore | 1 + local_api.py | 2 ++ main.py | 7 +++++-- ml/data.py | 5 +++-- ml/model.py | 4 +++- test_ml.py | 41 +++++++++++++++++++++++++++++++---------- tests/test_api.py | 20 ++++++++++++++++---- train_model.py | 13 ++++--------- 9 files changed, 80 insertions(+), 28 deletions(-) create mode 100644 .flake8 diff --git a/.flake8 b/.flake8 new file mode 100644 index 0000000000..608e893532 --- /dev/null +++ b/.flake8 @@ -0,0 +1,15 @@ +[flake8] +max-line-length = 100 +extend-ignore = E203, W503 +exclude = + .git, + .venv, + venv, + env, + __pycache__, + .pytest_cache, + build, + dist, + *.egg-info, + model, + screenshots diff --git a/.gitignore b/.gitignore index f288929ab8..031a262018 100644 --- a/.gitignore +++ b/.gitignore @@ -177,3 +177,4 @@ pyrightconfig.json fastapi/ # End of https://www.toptal.com/developers/gitignore/api/python +model/*.pkl diff --git a/local_api.py b/local_api.py index 1d8270a998..baf40a3419 100644 --- a/local_api.py +++ b/local_api.py @@ -2,6 +2,7 @@ URL = "http://127.0.0.1:8000" + def safe_request(method, url, **kwargs): try: r = requests.request(method, url, timeout=5, **kwargs) @@ -18,6 +19,7 @@ def safe_request(method, url, **kwargs): except Exception as e: print(f"⚠️ Unexpected error calling {url}: {e}") + # GET request safe_request("GET", URL) diff --git a/main.py b/main.py index 1733e4b969..0a155508c2 100644 --- a/main.py +++ b/main.py @@ -1,7 +1,8 @@ import os + import pandas as pd from fastapi import FastAPI, HTTPException -from pydantic import BaseModel, Field, ConfigDict +from pydantic import BaseModel, ConfigDict, Field from ml.data import apply_label, process_data from ml.model import inference, load_model @@ -54,7 +55,9 @@ class Data(BaseModel): MODEL_PATH = os.path.join(_PROJECT_ROOT, "model", "model.pkl") if not os.path.exists(ENCODER_PATH): - raise RuntimeError(f"Encoder not found at {ENCODER_PATH}. Did you run train_model.py?") + raise RuntimeError( + f"Encoder not found at {ENCODER_PATH}. Did you run train_model.py?" + ) if not os.path.exists(MODEL_PATH): raise RuntimeError(f"Model not found at {MODEL_PATH}. Did you run train_model.py?") diff --git a/ml/data.py b/ml/data.py index f8d30b5b16..24ebe80c35 100644 --- a/ml/data.py +++ b/ml/data.py @@ -5,7 +5,7 @@ def process_data( X, categorical_features=[], label=None, training=True, encoder=None, lb=None ): - """ Process the data used in the machine learning pipeline. + """Process the data used in the machine learning pipeline. Processes the data using one hot encoding for the categorical features and a label binarizer for the labels. This can be used in either training or @@ -69,8 +69,9 @@ def process_data( X = np.concatenate([X_continuous, X_categorical], axis=1) return X, y, encoder, lb + def apply_label(inference): - """ Convert the binary label in a single inference sample into string output.""" + """Convert the binary label in a single inference sample into string output.""" if inference[0] == 1: return ">50K" elif inference[0] == 0: diff --git a/ml/model.py b/ml/model.py index 26fa107ca1..18f60a05ed 100644 --- a/ml/model.py +++ b/ml/model.py @@ -1,7 +1,9 @@ import os import pickle -from sklearn.metrics import fbeta_score, precision_score, recall_score + from sklearn.ensemble import RandomForestClassifier # <-- needed import +from sklearn.metrics import fbeta_score, precision_score, recall_score + from ml.data import process_data diff --git a/test_ml.py b/test_ml.py index 4d566f480b..5aab0a25e1 100644 --- a/test_ml.py +++ b/test_ml.py @@ -1,33 +1,54 @@ import pandas as pd from sklearn.model_selection import train_test_split + from ml.data import process_data -from ml.model import train_model, inference -CATS = ["workclass","education","marital-status","occupation","relationship","race","sex","native-country"] +from ml.model import inference, train_model + +CATS = [ + "workclass", + "education", + "marital-status", + "occupation", + "relationship", + "race", + "sex", + "native-country", +] LABEL = "salary" + def _prep(): df = pd.read_csv("data/census.csv") - train, test = train_test_split(df, test_size=0.2, random_state=0, stratify=df[LABEL]) + train, test = train_test_split( + df, test_size=0.2, random_state=0, stratify=df[LABEL] + ) Xtr, ytr, enc, lb = process_data(train, CATS, label=LABEL, training=True) - Xte, yte, _, _ = process_data(test, CATS, label=LABEL, training=False, encoder=enc, lb=lb) + Xte, yte, _, _ = process_data( + test, CATS, label=LABEL, training=False, encoder=enc, lb=lb + ) return Xtr, ytr, Xte, yte + def test_train_and_infer_shapes(): - Xtr,ytr,Xte,yte = _prep() - m = train_model(Xtr,ytr) + Xtr, ytr, Xte, yte = _prep() + m = train_model(Xtr, ytr) yhat = inference(m, Xte) assert yhat.shape[0] == yte.shape[0] + def test_model_type(): - Xtr,ytr,_,_ = _prep() - m = train_model(Xtr,ytr) + Xtr, ytr, _, _ = _prep() + m = train_model(Xtr, ytr) from sklearn.ensemble import RandomForestClassifier + assert isinstance(m, RandomForestClassifier) + def test_metrics_reasonable(): - Xtr,ytr,Xte,yte = _prep() - m = train_model(Xtr,ytr) + Xtr, ytr, Xte, yte = _prep() + m = train_model(Xtr, ytr) from sklearn.metrics import f1_score + yhat = inference(m, Xte) f1 = f1_score(yte, yhat) assert 0.3 <= f1 <= 1.0 diff --git a/tests/test_api.py b/tests/test_api.py index 5f2ee4de1d..bcd572b9b9 100644 --- a/tests/test_api.py +++ b/tests/test_api.py @@ -1,20 +1,32 @@ # tests/test_api.py from fastapi.testclient import TestClient + from main import app client = TestClient(app) + def test_root(): r = client.get("/") assert r.status_code == 200 assert "message" in r.json() + def test_predict_payload_1(): payload = { - "age": 52, "workclass": "Private", "fnlgt": 209642, "education": "Masters", - "education-num": 14, "marital-status": "Married-civ-spouse", - "occupation": "Exec-managerial", "relationship": "Husband", "race": "White", - "sex": "Male", "capital-gain": 0, "capital-loss": 0, "hours-per-week": 45, + "age": 52, + "workclass": "Private", + "fnlgt": 209642, + "education": "Masters", + "education-num": 14, + "marital-status": "Married-civ-spouse", + "occupation": "Exec-managerial", + "relationship": "Husband", + "race": "White", + "sex": "Male", + "capital-gain": 0, + "capital-loss": 0, + "hours-per-week": 45, "native-country": "United-States", } r = client.post("/data/", json=payload) diff --git a/train_model.py b/train_model.py index aeb6c8727d..8fd3201d3a 100644 --- a/train_model.py +++ b/train_model.py @@ -1,17 +1,12 @@ import os + import pandas as pd from sklearn.model_selection import train_test_split -from joblib import dump from ml.data import process_data -from ml.model import ( - compute_model_metrics, - inference, - load_model, - performance_on_categorical_slice, - save_model, - train_model, -) +from ml.model import (compute_model_metrics, inference, load_model, + performance_on_categorical_slice, save_model, + train_model) # ---------------------------- # Paths & data From 09ca1a13d5d45e8d3d29dbb19c1e77197640b2ae Mon Sep 17 00:00:00 2001 From: yannickn Date: Tue, 23 Sep 2025 18:06:02 -0500 Subject: [PATCH 04/15] Simplify CI: one workflow (lint + tests) --- .github/workflows/python-ci.yml | 22 ++++++++++++++++++++++ 1 file changed, 22 insertions(+) create mode 100644 .github/workflows/python-ci.yml diff --git a/.github/workflows/python-ci.yml b/.github/workflows/python-ci.yml new file mode 100644 index 0000000000..6598a462f6 --- /dev/null +++ b/.github/workflows/python-ci.yml @@ -0,0 +1,22 @@ +name: CI +on: + push: + pull_request: + +jobs: + test: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 + with: + python-version: '3.10' + cache: 'pip' + - name: Install + run: | + python -m pip install --upgrade pip + pip install -r requirements.txt + - name: Lint + run: python -m flake8 . + - name: Tests + run: pytest -q From 4b21809581d57ff73404bee951afcf477a955e13 Mon Sep 17 00:00:00 2001 From: yannickn Date: Tue, 23 Sep 2025 18:11:55 -0500 Subject: [PATCH 05/15] Remove old CI workflows; keep single python-ci.yml --- .github/workflows/ci.yml | 17 ----------------- .github/workflows/manual.yml | 31 ------------------------------- 2 files changed, 48 deletions(-) delete mode 100644 .github/workflows/ci.yml delete mode 100644 .github/workflows/manual.yml diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml deleted file mode 100644 index 7d79a00f07..0000000000 --- a/.github/workflows/ci.yml +++ /dev/null @@ -1,17 +0,0 @@ -name: CI -on: [push, pull_request] -jobs: - test: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - uses: actions/setup-python@v5 - with: { python-version: '3.10' } # match your local version - - name: Install - run: | - python -m pip install --upgrade pip - pip install -r requirements.txt - - name: Lint - run: flake8 - - name: Tests - run: pytest -q diff --git a/.github/workflows/manual.yml b/.github/workflows/manual.yml deleted file mode 100644 index f43ffbd885..0000000000 --- a/.github/workflows/manual.yml +++ /dev/null @@ -1,31 +0,0 @@ -name: Python CI - -on: [push] - -jobs: - build: - runs-on: ubuntu-latest - strategy: - matrix: - python-version: ["3.10"] - - steps: - - uses: actions/checkout@v2 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v2 - with: - python-version: ${{ matrix.python-version }} - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install flake8 pytest - if [ -f requirements.txt ]; then pip install -r requirements.txt; fi - - name: Lint with flake8 - run: | - # stop the build if there are Python syntax errors or undefined names - flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics - # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide - flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics - - name: Test with pytest - run: | - pytest test_ml.py -v From a6a4041b9210eb75f1da5289437b4dbd76874b44 Mon Sep 17 00:00:00 2001 From: yannickn Date: Tue, 23 Sep 2025 18:14:43 -0500 Subject: [PATCH 06/15] Trigger CI From 95fdebea9460e87612a13ebf9c24d3923ab4bd05 Mon Sep 17 00:00:00 2001 From: yannickn Date: Tue, 23 Sep 2025 18:19:46 -0500 Subject: [PATCH 07/15] lint: remove trailing blank line in ml/__init__.py --- ml/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ml/__init__.py b/ml/__init__.py index 8b13789179..1a30e6b2a2 100644 --- a/ml/__init__.py +++ b/ml/__init__.py @@ -1 +1 @@ - +# Keep 'ml' a package. From 4b6ff966e4749c725ccf59977cc5ac3d9411b9f8 Mon Sep 17 00:00:00 2001 From: yannickn Date: Tue, 23 Sep 2025 18:32:05 -0500 Subject: [PATCH 08/15] CI: train model before tests --- .github/workflows/python-ci.yml | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/.github/workflows/python-ci.yml b/.github/workflows/python-ci.yml index 6598a462f6..c5240452aa 100644 --- a/.github/workflows/python-ci.yml +++ b/.github/workflows/python-ci.yml @@ -16,7 +16,9 @@ jobs: run: | python -m pip install --upgrade pip pip install -r requirements.txt + - name: Train tiny model + run: python train_model.py - name: Lint run: python -m flake8 . - name: Tests - run: pytest -q + run: pytest -q \ No newline at end of file From 76d721c1d322c6c599d54087c673cb285b1c8511 Mon Sep 17 00:00:00 2001 From: yannickn Date: Tue, 23 Sep 2025 18:34:41 -0500 Subject: [PATCH 09/15] Add CI success screenshot --- screenshots/continuous_integration.png | Bin 0 -> 69344 bytes 1 file changed, 0 insertions(+), 0 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zrn))-HBU+>z@{>bkgnk#PWn+01Qj{PAe=Z$M@YZpyQ}qRSmoNh9plJ{0(-bPJyY#u zBqmr{A%STRuaec|{OL6i3|~pA`w6QF@Deod!K6(NM?yk%QjxXT2B=hL`GCNwj zH^lmyVqN+i$mg)u5G@5?Jm}z?v(y(rxIspYX_h<&%*j9UC6)M-_o~D+{hmr|eww}s zBn(&#)uIKK)lCL(mR0*;MRsn=Y%3ykFNt_N9CSQaZ+*fp=G3~Yf3BS#CEJ#Yhwd23 z>QL905NgYGo7Q>jtvE)&YrNeLCGW^LSuBr`mx5RsLmMC^4E>l3Yve=6tko(gp4GtJ zO!8FQgNm%*C#so1orq)rWw@iCTl^DSl?d7d>M`!|x3%id!?p9FMp0sJ9QR>h^(Mym z$cDiNa%Fl|TislsAt6*QZoAP0#IeNUSCe7a)>q#g|Jdv%3Zno8!xMu<+f~x~r!P6u z_O9Kw2g^ay#XzUw*RA6~A@?^=?(T^V716tz3=Ef8dwBE^+%~vRp-yB3c2Rk5(R^oZ zu4e~jR8r_VLl!LY_(Kl%2IZI5*1%~rGQLC?ihR)dUM;AaoeE7Y(5oNbp$LJ`>v?FerF;2XG#A)i7+P1q~fMN_OZ+# z6aDWC#1bK6yXCE7IJM=={PAM`o+>sG=`^ni8BxMNBelOWl`AqJuwfQa`rjO8A`K!F z=&mxx@V_Snl4L7RZSVenFO_4SLfbP1`tIK|`u}B9oBa_+-kb}v6Zf(I>!6xA{;9ZD XLE-@Vn?egD@TVyIM5bKIIPm`gK45zd literal 0 HcmV?d00001 From ddb34169b30962f1411ee33e20b9683e3b70708e Mon Sep 17 00:00:00 2001 From: yannickn Date: Tue, 23 Sep 2025 18:37:26 -0500 Subject: [PATCH 10/15] Tighten flake8 excludes; lint only project files --- .flake8 | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/.flake8 b/.flake8 index 608e893532..11b624a36d 100644 --- a/.flake8 +++ b/.flake8 @@ -3,13 +3,15 @@ max-line-length = 100 extend-ignore = E203, W503 exclude = .git, + __pycache__, + .pytest_cache, + .mypy_cache, .venv, venv, env, - __pycache__, - .pytest_cache, build, dist, - *.egg-info, + .ipynb_checkpoints, + screenshots, model, - screenshots + data From e4427aa5bf79c1abf68c13967fa4e338acca23b5 Mon Sep 17 00:00:00 2001 From: yannickn Date: Tue, 23 Sep 2025 19:02:43 -0500 Subject: [PATCH 11/15] CI: train tiny model before lint/tests; tighten flake8 excludes --- .github/workflows/python-ci.yml | 4 ++-- scripts/train_tiny_model.py | 38 +++++++++++++++++++++++++++++++++ 2 files changed, 40 insertions(+), 2 deletions(-) create mode 100644 scripts/train_tiny_model.py diff --git a/.github/workflows/python-ci.yml b/.github/workflows/python-ci.yml index c5240452aa..847c260803 100644 --- a/.github/workflows/python-ci.yml +++ b/.github/workflows/python-ci.yml @@ -17,8 +17,8 @@ jobs: python -m pip install --upgrade pip pip install -r requirements.txt - name: Train tiny model - run: python train_model.py + run: python scripts/train_tiny_model.py - name: Lint run: python -m flake8 . - name: Tests - run: pytest -q \ No newline at end of file + run: pytest -q diff --git a/scripts/train_tiny_model.py b/scripts/train_tiny_model.py new file mode 100644 index 0000000000..8cb92dcfcb --- /dev/null +++ b/scripts/train_tiny_model.py @@ -0,0 +1,38 @@ +#!/usr/bin/env python3 +import pathlib +import pandas as pd +from sklearn.linear_model import LogisticRegression + +from ml.data import process_data +from ml.model import save_model + +# Repo root +ROOT = pathlib.Path(__file__).resolve().parents[1] + +# Data +df = pd.read_csv(ROOT / "data" / "census.csv").sample(n=4000, random_state=42) + +cat_features = [ + "workclass", + "education", + "marital-status", + "occupation", + "relationship", + "race", + "sex", + "native-country", +] + +# Process + train a tiny model (small + fast) +X, y, encoder, _ = process_data( + df, categorical_features=cat_features, label="salary", training=True +) +clf = LogisticRegression(max_iter=400, n_jobs=None) # tiny pickle, trains in seconds +clf.fit(X, y) + +# Save to paths expected by main.py +(ROOT := ROOT / "model").mkdir(exist_ok=True) +save_model(clf, ROOT / "model.pkl") +save_model(encoder, ROOT / "encoder.pkl") + +print("[CI] Tiny model + encoder written to model/") From d98e1a858110d1f95a87352747dbfe7ab2ac3a88 Mon Sep 17 00:00:00 2001 From: yannickn Date: Tue, 23 Sep 2025 19:24:08 -0500 Subject: [PATCH 12/15] shell --- ml/__init__.py | 2 +- requirements.txt | 19 ++++++++++++------- 2 files changed, 13 insertions(+), 8 deletions(-) diff --git a/ml/__init__.py b/ml/__init__.py index 1a30e6b2a2..f969ed935a 100644 --- a/ml/__init__.py +++ b/ml/__init__.py @@ -1 +1 @@ -# Keep 'ml' a package. +"""ML package.""" diff --git a/requirements.txt b/requirements.txt index 8c055b38c6..fe922b4670 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,10 +1,15 @@ +fastapi==0.112.0 +uvicorn[standard]==0.30.5 pandas==2.2.2 -uvicorn[standard] scikit-learn==1.5.1 -pytest==8.3.2 requests==2.32.3 -fastapi==0.112.0 -uvicorn==0.30.5 -gunicorn==22.0.0 -httpx -flake8 + +# test/lint tools used by CI +pytest==8.3.2 +flake8==7.3.0 + +# needed by fastapi.testclient / starlette.testclient +httpx>=0.26,<1.0 + +# optional but commonly present via sklearn deps +joblib>=1.3 From 314d705526ad65a89dec040118a97ca210c8a079 Mon Sep 17 00:00:00 2001 From: yannickn Date: Tue, 23 Sep 2025 19:51:15 -0500 Subject: [PATCH 13/15] Add tiny training script for CI --- scripts/train_tiny_model.py | 54 ++++++++++++++++--------------------- 1 file changed, 23 insertions(+), 31 deletions(-) diff --git a/scripts/train_tiny_model.py b/scripts/train_tiny_model.py index 8cb92dcfcb..9dc3bed4b8 100644 --- a/scripts/train_tiny_model.py +++ b/scripts/train_tiny_model.py @@ -1,38 +1,30 @@ -#!/usr/bin/env python3 -import pathlib -import pandas as pd +from pathlib import Path +from sklearn.model_selection import train_test_split +from sklearn.preprocessing import OneHotEncoder from sklearn.linear_model import LogisticRegression +from sklearn.compose import ColumnTransformer +from sklearn.pipeline import Pipeline +from sklearn.datasets import make_classification +import joblib -from ml.data import process_data -from ml.model import save_model +OUT = Path("model") +OUT.mkdir(parents=True, exist_ok=True) +# tiny synthetic dataset +X, y = make_classification(n_samples=200, n_features=6, n_informative=4, random_state=0) -# Repo root -ROOT = pathlib.Path(__file__).resolve().parents[1] +num_cols = list(range(X.shape[1])) -# Data -df = pd.read_csv(ROOT / "data" / "census.csv").sample(n=4000, random_state=42) - -cat_features = [ - "workclass", - "education", - "marital-status", - "occupation", - "relationship", - "race", - "sex", - "native-country", -] - -# Process + train a tiny model (small + fast) -X, y, encoder, _ = process_data( - df, categorical_features=cat_features, label="salary", training=True +pipe = Pipeline( + steps=[ + ("pre", ColumnTransformer([("num", "passthrough", num_cols)])), + ("clf", LogisticRegression(max_iter=200)), + ] ) -clf = LogisticRegression(max_iter=400, n_jobs=None) # tiny pickle, trains in seconds -clf.fit(X, y) -# Save to paths expected by main.py -(ROOT := ROOT / "model").mkdir(exist_ok=True) -save_model(clf, ROOT / "model.pkl") -save_model(encoder, ROOT / "encoder.pkl") +pipe.fit(X, y) -print("[CI] Tiny model + encoder written to model/") +# save artifacts with the exact names your app expects +joblib.dump(pipe, OUT / "model.pkl") +enc = OneHotEncoder(handle_unknown="ignore", sparse_output=False) +joblib.dump(enc, OUT / "encoder.pkl") +print("Artifacts saved to:", OUT.resolve()) From e1a80613e073f491a28b28707ca69e159f4f6b5b Mon Sep 17 00:00:00 2001 From: yannickn Date: Tue, 23 Sep 2025 20:20:39 -0500 Subject: [PATCH 14/15] Use joblib loaders; tidy tiny training script --- ml/model.py | 68 +++++++++++++++++++++++-------------- scripts/train_tiny_model.py | 10 +++--- 2 files changed, 49 insertions(+), 29 deletions(-) diff --git a/ml/model.py b/ml/model.py index 18f60a05ed..b62e794636 100644 --- a/ml/model.py +++ b/ml/model.py @@ -1,7 +1,9 @@ +"""Model training, persistence, inference, and slice metrics.""" + import os import pickle - -from sklearn.ensemble import RandomForestClassifier # <-- needed import +import joblib +from sklearn.ensemble import RandomForestClassifier from sklearn.metrics import fbeta_score, precision_score, recall_score from ml.data import process_data @@ -10,7 +12,7 @@ # Optional: implement hyperparameter tuning. def train_model(X_train, y_train): """ - Trains a machine learning model and returns it. + Train a machine learning model and return it. """ model = RandomForestClassifier( n_estimators=300, @@ -23,7 +25,9 @@ def train_model(X_train, y_train): def compute_model_metrics(y, preds): """ - Validates the trained machine learning model using precision, recall, and F1. + Validate the trained model using precision, recall, and F1 (beta=1). + + Returns (precision, recall, fbeta). """ fbeta = fbeta_score(y, preds, beta=1, zero_division=1) precision = precision_score(y, preds, zero_division=1) @@ -32,28 +36,52 @@ def compute_model_metrics(y, preds): def inference(model, X): - """Run model inferences and return the predictions.""" + """Run model inference and return predictions.""" return model.predict(X) def save_model(model, path): - """Serializes model (or encoder) to a file.""" - os.makedirs(os.path.dirname(path), exist_ok=True) - with open(path, "wb") as f: - pickle.dump(model, f) + """ + Serialize a model (or encoder) to a file. + + We prefer joblib (faster/robust for numpy arrays). If joblib fails for any + reason, fall back to standard pickle for maximum compatibility. + """ + # Ensure the directory exists (handle '' when saving to CWD). + os.makedirs(os.path.dirname(path) or ".", exist_ok=True) + try: + joblib.dump(model, path) + except Exception: + with open(path, "wb") as f: + pickle.dump(model, f) def load_model(path): - """Loads pickle file from `path` and returns it.""" - with open(path, "rb") as f: - return pickle.load(f) + """ + Load a serialized artifact from disk. + + Try joblib first (how our CI training script saves), then fall back to pickle. + """ + try: + return joblib.load(path) + except Exception: + with open(path, "rb") as f: + return pickle.load(f) def performance_on_categorical_slice( - data, column_name, slice_value, categorical_features, label, encoder, lb, model + data, + column_name, + slice_value, + categorical_features, + label, + encoder, + lb, + model, ): """ - Computes precision/recall/F1 on a slice of the data (rows where `column_name == slice_value`). + Compute precision/recall/F1 on a slice of the data + (rows where `column_name == slice_value`). """ # Filter to the slice slice_df = data[data[column_name] == slice_value] @@ -63,14 +91,4 @@ def performance_on_categorical_slice( # Process using the *trained* encoder/lb X_slice, y_slice, _, _ = process_data( slice_df, - categorical_features=categorical_features, - label=label, - training=False, - encoder=encoder, - lb=lb, - ) - - # Predict and compute metrics - preds = inference(model, X_slice) - precision, recall, fbeta = compute_model_metrics(y_slice, preds) - return precision, recall, fbeta + cat diff --git a/scripts/train_tiny_model.py b/scripts/train_tiny_model.py index 9dc3bed4b8..2e66acf3f5 100644 --- a/scripts/train_tiny_model.py +++ b/scripts/train_tiny_model.py @@ -1,14 +1,15 @@ from pathlib import Path -from sklearn.model_selection import train_test_split -from sklearn.preprocessing import OneHotEncoder -from sklearn.linear_model import LogisticRegression + from sklearn.compose import ColumnTransformer -from sklearn.pipeline import Pipeline from sklearn.datasets import make_classification +from sklearn.linear_model import LogisticRegression +from sklearn.pipeline import Pipeline +from sklearn.preprocessing import OneHotEncoder import joblib OUT = Path("model") OUT.mkdir(parents=True, exist_ok=True) + # tiny synthetic dataset X, y = make_classification(n_samples=200, n_features=6, n_informative=4, random_state=0) @@ -27,4 +28,5 @@ joblib.dump(pipe, OUT / "model.pkl") enc = OneHotEncoder(handle_unknown="ignore", sparse_output=False) joblib.dump(enc, OUT / "encoder.pkl") + print("Artifacts saved to:", OUT.resolve()) From 2c0ce129da60c89d24cc7a897ea815d29baa0afc Mon Sep 17 00:00:00 2001 From: yannickn Date: Tue, 23 Sep 2025 21:03:57 -0500 Subject: [PATCH 15/15] CI: install editable package; make project installable; restore imports; add README quickstart --- .flake8 | 6 +- .github/workflows/python-ci.yml | 12 ++ README.md | 19 ++++ ml/model.py | 42 +++---- model/.gitignore | 1 - pyproject.toml | 30 +++++ requirements.txt | 16 +-- scripts/train_tiny_model.py | 194 ++++++++++++++++++++++++++++---- 8 files changed, 261 insertions(+), 59 deletions(-) delete mode 100644 model/.gitignore create mode 100644 pyproject.toml diff --git a/.flake8 b/.flake8 index 11b624a36d..b17b4e1558 100644 --- a/.flake8 +++ b/.flake8 @@ -13,5 +13,7 @@ exclude = dist, .ipynb_checkpoints, screenshots, - model, - data + data, + model +per-file-ignores = + tests/*:E501 diff --git a/.github/workflows/python-ci.yml b/.github/workflows/python-ci.yml index 847c260803..cab47f6413 100644 --- a/.github/workflows/python-ci.yml +++ b/.github/workflows/python-ci.yml @@ -15,7 +15,19 @@ jobs: - name: Install run: | python -m pip install --upgrade pip + # First install pinned runtime/dev dependencies to avoid building + # heavy wheels during the editable install step. pip install -r requirements.txt + # Now install the project in editable mode so repository packages + # (like `ml`) are importable in CI. + pip install -e . + + - name: Debug install + run: | + echo "Python:" $(python --version) + echo "pip:" $(pip --version) + pip list --format=columns + python -c "import ml, sys; print('ml import ok =>', ml.__file__)" - name: Train tiny model run: python scripts/train_tiny_model.py - name: Lint diff --git a/README.md b/README.md index 6c090c8179..772094d670 100644 --- a/README.md +++ b/README.md @@ -3,6 +3,25 @@ Working in a command line environment is recommended for ease of use with git an # Environment Set up (pip or conda) * Option 1: use the supplied file `environment.yml` to create a new environment with conda * Option 2: use the supplied file `requirements.txt` to create a new environment with pip + +Quick start (venv + editable install) +----------------------------------- +If you prefer a lightweight virtualenv workflow, create and activate a venv, install the project in editable mode and run the tiny trainer used in CI: + +```bash +# create & activate venv (macOS / Linux) +python -m venv .venv +source .venv/bin/activate + +# install the project and dependencies in editable mode +pip install --upgrade pip +pip install -e . + +# run the small training helper (writes artifacts to ./model) +python scripts/train_tiny_model.py +``` + +This mirrors how the CI installs the repository and makes the local `ml` package importable without modifying PYTHONPATH. ## Repositories * Create a directory for the project and initialize git. diff --git a/ml/model.py b/ml/model.py index b62e794636..c91f4dbbac 100644 --- a/ml/model.py +++ b/ml/model.py @@ -1,3 +1,4 @@ +# ml/model.py """Model training, persistence, inference, and slice metrics.""" import os @@ -9,11 +10,8 @@ from ml.data import process_data -# Optional: implement hyperparameter tuning. def train_model(X_train, y_train): - """ - Train a machine learning model and return it. - """ + """Train a machine-learning model and return it.""" model = RandomForestClassifier( n_estimators=300, random_state=0, @@ -24,11 +22,7 @@ def train_model(X_train, y_train): def compute_model_metrics(y, preds): - """ - Validate the trained model using precision, recall, and F1 (beta=1). - - Returns (precision, recall, fbeta). - """ + """Return (precision, recall, f1) where f1 uses beta=1.""" fbeta = fbeta_score(y, preds, beta=1, zero_division=1) precision = precision_score(y, preds, zero_division=1) recall = recall_score(y, preds, zero_division=1) @@ -41,13 +35,7 @@ def inference(model, X): def save_model(model, path): - """ - Serialize a model (or encoder) to a file. - - We prefer joblib (faster/robust for numpy arrays). If joblib fails for any - reason, fall back to standard pickle for maximum compatibility. - """ - # Ensure the directory exists (handle '' when saving to CWD). + """Serialize a model (or encoder) to a file. Prefer joblib; fall back to pickle.""" os.makedirs(os.path.dirname(path) or ".", exist_ok=True) try: joblib.dump(model, path) @@ -57,11 +45,7 @@ def save_model(model, path): def load_model(path): - """ - Load a serialized artifact from disk. - - Try joblib first (how our CI training script saves), then fall back to pickle. - """ + """Load a serialized artifact from disk. Try joblib first, then pickle.""" try: return joblib.load(path) except Exception: @@ -80,15 +64,21 @@ def performance_on_categorical_slice( model, ): """ - Compute precision/recall/F1 on a slice of the data - (rows where `column_name == slice_value`). + Compute precision/recall/F1 on rows where `column_name == slice_value`. + Returns (precision, recall, f1). If the slice is empty, returns zeros. """ - # Filter to the slice slice_df = data[data[column_name] == slice_value] if slice_df.shape[0] == 0: return 0.0, 0.0, 0.0 - # Process using the *trained* encoder/lb X_slice, y_slice, _, _ = process_data( slice_df, - cat + categorical_features=categorical_features, + label=label, + training=False, + encoder=encoder, + lb=lb, + ) + + preds = inference(model, X_slice) + return compute_model_metrics(y_slice, preds) diff --git a/model/.gitignore b/model/.gitignore deleted file mode 100644 index 8b13789179..0000000000 --- a/model/.gitignore +++ /dev/null @@ -1 +0,0 @@ - diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000000..840b471faf --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,30 @@ +[build-system] +requires = ["setuptools>=61.0", "wheel"] +build-backend = "setuptools.build_meta" + +[project] +name = "deployable-ml-pipeline" +version = "0.0.0" +description = "Small example: Deploying a Scalable ML Pipeline with FastAPI" +readme = "README.md" +authors = [ + { name = "yannickn", email = "yannick@example.com" } +] +license = { text = "MIT" } +dependencies = [ + "fastapi==0.112.0", + "uvicorn==0.30.5", + "pandas==2.2.2", + "scikit-learn==1.5.1", + "joblib==1.4.2", + "httpx==0.26.0", + "pytest==8.3.2", + "flake8==7.1.1", + "requests==2.32.3", +] + +[project.urls] +"Repository" = "https://github.com/yannicknkongolo7-crypto/Deploying-a-Scalable-ML-Pipeline-with-FastAPI" + +[tool.setuptools.packages.find] +include = ["ml"] diff --git a/requirements.txt b/requirements.txt index fe922b4670..3f52202cd3 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,15 +1,9 @@ fastapi==0.112.0 -uvicorn[standard]==0.30.5 +uvicorn==0.30.5 pandas==2.2.2 scikit-learn==1.5.1 -requests==2.32.3 - -# test/lint tools used by CI +joblib==1.4.2 +httpx==0.26.0 pytest==8.3.2 -flake8==7.3.0 - -# needed by fastapi.testclient / starlette.testclient -httpx>=0.26,<1.0 - -# optional but commonly present via sklearn deps -joblib>=1.3 +flake8==7.1.1 +requests==2.32.3 diff --git a/scripts/train_tiny_model.py b/scripts/train_tiny_model.py index 2e66acf3f5..6fa8de4a29 100644 --- a/scripts/train_tiny_model.py +++ b/scripts/train_tiny_model.py @@ -1,32 +1,188 @@ +"""scripts/train_tiny_model.py + +Helper to train a tiny model for local testing. When running the script +directly we need to ensure the repository root is on sys.path so the +`ml` package (in the repo) can be imported. +""" from pathlib import Path +import pandas as pd -from sklearn.compose import ColumnTransformer -from sklearn.datasets import make_classification -from sklearn.linear_model import LogisticRegression -from sklearn.pipeline import Pipeline -from sklearn.preprocessing import OneHotEncoder -import joblib +from ml.data import process_data +from ml.model import train_model, save_model OUT = Path("model") OUT.mkdir(parents=True, exist_ok=True) -# tiny synthetic dataset -X, y = make_classification(n_samples=200, n_features=6, n_informative=4, random_state=0) - -num_cols = list(range(X.shape[1])) +# Columns the app expects +categorical_features = [ + "workclass", + "education", + "marital-status", + "occupation", + "relationship", + "race", + "sex", + "native-country", +] +label = "salary" -pipe = Pipeline( - steps=[ - ("pre", ColumnTransformer([("num", "passthrough", num_cols)])), - ("clf", LogisticRegression(max_iter=200)), +# Build a tiny, but schema-correct, dataset +df = pd.DataFrame( + [ + # a few realistic-looking rows (mix of <=50K / >50K) + { + "age": 52, + "workclass": "Private", + "fnlgt": 209642, + "education": "Masters", + "education-num": 14, + "marital-status": "Married-civ-spouse", + "occupation": "Exec-managerial", + "relationship": "Husband", + "race": "White", + "sex": "Male", + "capital-gain": 0, + "capital-loss": 0, + "hours-per-week": 45, + "native-country": "United-States", + "salary": ">50K", + }, + { + "age": 28, + "workclass": "Private", + "fnlgt": 338409, + "education": "Bachelors", + "education-num": 13, + "marital-status": "Never-married", + "occupation": "Sales", + "relationship": "Not-in-family", + "race": "White", + "sex": "Female", + "capital-gain": 0, + "capital-loss": 0, + "hours-per-week": 40, + "native-country": "United-States", + "salary": "<=50K", + }, + { + "age": 44, + "workclass": "Self-emp-not-inc", + "fnlgt": 160187, + "education": "Bachelors", + "education-num": 13, + "marital-status": "Married-civ-spouse", + "occupation": "Exec-managerial", + "relationship": "Husband", + "race": "White", + "sex": "Male", + "capital-gain": 7688, + "capital-loss": 0, + "hours-per-week": 50, + "native-country": "United-States", + "salary": ">50K", + }, + { + "age": 37, + "workclass": "Private", + "fnlgt": 215646, + "education": "HS-grad", + "education-num": 9, + "marital-status": "Divorced", + "occupation": "Craft-repair", + "relationship": "Unmarried", + "race": "Black", + "sex": "Male", + "capital-gain": 0, + "capital-loss": 0, + "hours-per-week": 40, + "native-country": "United-States", + "salary": "<=50K", + }, + { + "age": 60, + "workclass": "Private", + "fnlgt": 140359, + "education": "Masters", + "education-num": 14, + "marital-status": "Married-civ-spouse", + "occupation": "Prof-specialty", + "relationship": "Husband", + "race": "White", + "sex": "Male", + "capital-gain": 0, + "capital-loss": 0, + "hours-per-week": 55, + "native-country": "United-States", + "salary": ">50K", + }, + { + "age": 23, + "workclass": "Private", + "fnlgt": 122272, + "education": "Some-college", + "education-num": 10, + "marital-status": "Never-married", + "occupation": "Adm-clerical", + "relationship": "Own-child", + "race": "Asian-Pac-Islander", + "sex": "Female", + "capital-gain": 0, + "capital-loss": 0, + "hours-per-week": 30, + "native-country": "United-States", + "salary": "<=50K", + }, + { + "age": 47, + "workclass": "Private", + "fnlgt": 178356, + "education": "Bachelors", + "education-num": 13, + "marital-status": "Married-civ-spouse", + "occupation": "Tech-support", + "relationship": "Husband", + "race": "White", + "sex": "Male", + "capital-gain": 15024, + "capital-loss": 0, + "hours-per-week": 40, + "native-country": "United-States", + "salary": ">50K", + }, + { + "age": 33, + "workclass": "Private", + "fnlgt": 201490, + "education": "HS-grad", + "education-num": 9, + "marital-status": "Separated", + "occupation": "Handlers-cleaners", + "relationship": "Not-in-family", + "race": "White", + "sex": "Male", + "capital-gain": 0, + "capital-loss": 0, + "hours-per-week": 35, + "native-country": "United-States", + "salary": "<=50K", + }, ] ) -pipe.fit(X, y) +# Fit encoder & label binarizer on the tiny data +X, y, encoder, lb = process_data( + df, + categorical_features=categorical_features, + label=label, + training=True, +) + +# Train a tiny model +model = train_model(X, y) -# save artifacts with the exact names your app expects -joblib.dump(pipe, OUT / "model.pkl") -enc = OneHotEncoder(handle_unknown="ignore", sparse_output=False) -joblib.dump(enc, OUT / "encoder.pkl") +# Save artifacts with the names the app expects +save_model(model, OUT / "model.pkl") +save_model(encoder, OUT / "encoder.pkl") +save_model(lb, OUT / "lb.pkl") print("Artifacts saved to:", OUT.resolve())