From 8da99d568c065fb75782517e9d5e2f4028c43216 Mon Sep 17 00:00:00 2001 From: M22AIE241 Date: Tue, 7 Nov 2023 20:33:48 +0530 Subject: [PATCH 1/6] test --- docker/Dockerfile | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/docker/Dockerfile b/docker/Dockerfile index 868fab1..c062b8f 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -25,6 +25,8 @@ WORKDIR /digits #create volume to mount it on host VOLUME /digits/models #run pytest -CMD ["pytest"] +#CMD ["pytest"] +ENV FLASK_APP=api/app.py +CMD ["flask","run"] #run python script to train model -ENTRYPOINT ["python","exp.py"] \ No newline at end of file +ENTRYPOINT ["python","exp.py"] From fea024d18d90f0ab4f6536badbad5d8a95d4c367 Mon Sep 17 00:00:00 2001 From: M22AIE241 Date: Tue, 7 Nov 2023 21:44:43 +0530 Subject: [PATCH 2/6] quiz 3 --- .github/workflows/actions-demo.yml | 6 +--- api/app.py | 26 +++++++++++++---- api/app_2.py | 41 +++++++++++++++++++++++++++ docker/Dockerfile | 6 ++-- models/svm_gamma:0.0001_C:0.1.joblib | Bin 0 -> 593499 bytes models/svm_gamma:0.0001_C:0.5.joblib | Bin 0 -> 499131 bytes models/svm_gamma:0.0001_C:1.joblib | Bin 0 -> 415963 bytes models/svm_gamma:0.001_C:0.1.joblib | Bin 0 -> 514971 bytes models/svm_gamma:0.001_C:0.5.joblib | Bin 0 -> 374379 bytes models/svm_gamma:0.001_C:1.joblib | Bin 0 -> 359867 bytes models/svm_gamma:0.005_C:0.1.joblib | Bin 0 -> 595483 bytes models/svm_gamma:0.005_C:0.5.joblib | Bin 0 -> 567771 bytes models/svm_gamma:0.005_C:1.joblib | Bin 0 -> 557211 bytes models/svm_gamma:0.01_C:0.1.joblib | Bin 0 -> 595483 bytes models/svm_gamma:0.01_C:0.5.joblib | Bin 0 -> 595483 bytes models/svm_gamma:0.01_C:1.joblib | Bin 0 -> 594171 bytes models/tree_max_depth:10.joblib | Bin 0 -> 30873 bytes models/tree_max_depth:20.joblib | Bin 0 -> 34041 bytes models/tree_max_depth:5.joblib | Bin 0 -> 8985 bytes models/tree_max_depth:50.joblib | Bin 0 -> 34041 bytes 20 files changed, 66 insertions(+), 13 deletions(-) create mode 100644 api/app_2.py create mode 100644 models/svm_gamma:0.0001_C:0.1.joblib create mode 100644 models/svm_gamma:0.0001_C:0.5.joblib create mode 100644 models/svm_gamma:0.0001_C:1.joblib create mode 100644 models/svm_gamma:0.001_C:0.1.joblib create mode 100644 models/svm_gamma:0.001_C:0.5.joblib create mode 100644 models/svm_gamma:0.001_C:1.joblib create mode 100644 models/svm_gamma:0.005_C:0.1.joblib create mode 100644 models/svm_gamma:0.005_C:0.5.joblib create mode 100644 models/svm_gamma:0.005_C:1.joblib create mode 100644 models/svm_gamma:0.01_C:0.1.joblib create mode 100644 models/svm_gamma:0.01_C:0.5.joblib create mode 100644 models/svm_gamma:0.01_C:1.joblib create mode 100644 models/tree_max_depth:10.joblib create mode 100644 models/tree_max_depth:20.joblib create mode 100644 models/tree_max_depth:5.joblib create mode 100644 models/tree_max_depth:50.joblib diff --git a/.github/workflows/actions-demo.yml b/.github/workflows/actions-demo.yml index 50b25c6..cea55a2 100644 --- a/.github/workflows/actions-demo.yml +++ b/.github/workflows/actions-demo.yml @@ -21,8 +21,4 @@ jobs: - name: Install dep run: pip3 install --no-cache-dir -r requirements.txt - name: Run pytest cases - run: pytest - - name: Run bash script to build and run docker image - run: | - chmod +x ./docker_run.sh - ./docker_run.sh + run: pytest \ No newline at end of file diff --git a/api/app.py b/api/app.py index b4fd84e..539c4ed 100644 --- a/api/app.py +++ b/api/app.py @@ -1,10 +1,11 @@ from flask import Flask,request - +from joblib import load +import numpy as np app = Flask(__name__) @app.route("/") def hello_world(): - return "

Hello World!

" + return "

Hello, World!

" @app.route('/user/') def profile(username): @@ -20,6 +21,21 @@ def sum_two_numbers(x,y): @app.route("/predict", methods = ['POST']) def predict_fn(): input_data = request.get_json() - x = input_data['x'] - y = input_data['y'] - return f"sum of {x} and {y} is {x + y}" \ No newline at end of file + img1 = input_data['img1'] + img2 = input_data['img2'] + + img1 = list(map(float, img1)) + img2 = list(map(float, img2)) + + img1 = np.array(img1).reshape(1,-1) + img2 = np.array(img2).reshape(1,-1) + + model = load("models/svm_gamma:0.01_C:0.1.joblib") + predicted1 = model.predict(img1) + predicted2 = model.predict(img2) + if predicted1[0] == predicted2[0]: + print("Both images are of same digit") + return "True" + else: + print("Both images are not of same digit") + return "False" \ No newline at end of file diff --git a/api/app_2.py b/api/app_2.py new file mode 100644 index 0000000..539c4ed --- /dev/null +++ b/api/app_2.py @@ -0,0 +1,41 @@ +from flask import Flask,request +from joblib import load +import numpy as np +app = Flask(__name__) + +@app.route("/") +def hello_world(): + return "

Hello, World!

" + +@app.route('/user/') +def profile(username): + return f'{username}\'s profile' + + +@app.route("/sum//") +def sum_two_numbers(x,y): + res = int(x) + int(y) + return f"sum of {x} and {y} is {res}" + + +@app.route("/predict", methods = ['POST']) +def predict_fn(): + input_data = request.get_json() + img1 = input_data['img1'] + img2 = input_data['img2'] + + img1 = list(map(float, img1)) + img2 = list(map(float, img2)) + + img1 = np.array(img1).reshape(1,-1) + img2 = np.array(img2).reshape(1,-1) + + model = load("models/svm_gamma:0.01_C:0.1.joblib") + predicted1 = model.predict(img1) + predicted2 = model.predict(img2) + if predicted1[0] == predicted2[0]: + print("Both images are of same digit") + return "True" + else: + print("Both images are not of same digit") + return "False" \ No newline at end of file diff --git a/docker/Dockerfile b/docker/Dockerfile index c062b8f..a5c01dc 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -26,7 +26,7 @@ WORKDIR /digits VOLUME 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z%>flT`3@MJhfy3jM(@7^duLb;ylmgV{~sbFCXY+<5%Zu>LW;$ska|LqdAIMM%`^3&KTk73#vs7mCHgSq$!j{OSMC zr2jV)sGmQ$zw`4G*1ZV+GJ4?Oxd#1!hrH7Hstj?qeB@_+yw6cjoNdTMyN=}3^_0W% zF|Jsct3Hlj*nFn`3(G@)6JNgdkvCuD{A0X6@2R&%ozFJT)=#gGJ|V&16U_iW=No^&OK!bgx*dK2Uyu*Hy1&k6Sf9b~Md(k= z^}abQAKPg{17Glb$hwFoo?Lpy>zFIfWG4^px=g(-78;)`PqFyJ@|eaqSG^(a{Jm7j zu<-7=)`RlubxKolk#0r=N+3dZVA9heV^F>SmUN*>oU_ZC+cy z1LexJ+49-?WpdkGXN|8-&;fkNcL0~XOt$T>7K789)>W=^hKXo2q^ Date: Sat, 18 Nov 2023 22:54:50 +0530 Subject: [PATCH 3/6] Assignment 5 --- Dockerfile | 11 ++++++++++ app.py | 46 +++++++++++++++++++++++++++++++++++++++++ docker_run.sh | 13 ++---------- mnist_classification.py | 31 +++++++++++++++++++++++++++ requirements.txt | 5 +++-- 5 files changed, 93 insertions(+), 13 deletions(-) create mode 100644 Dockerfile create mode 100644 app.py create mode 100644 mnist_classification.py diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..103491e --- /dev/null +++ b/Dockerfile @@ -0,0 +1,11 @@ +FROM python:3.8 +WORKDIR /app +COPY app.py /app/ +#COPY utils.py /app/ +COPY requirements.txt /app/ +COPY saved_model /app/saved_model/ +RUN apt-get install libsm6 libxext6 -y +RUN pip install -r requirements.txt +VOLUME /app/saved_model +EXPOSE 80 +CMD ["python", "app.py"] \ No newline at end of file diff --git a/app.py b/app.py new file mode 100644 index 0000000..62360d7 --- /dev/null +++ b/app.py @@ -0,0 +1,46 @@ +import pickle +from flask import Flask, request, jsonify +import numpy as np +from PIL import Image +import json + +app = Flask("assigmnet6") + +with open("saved_model/mnist_classification_svm.pkl", "rb") as f: + model = pickle.load(f) + +def preprocess(image_file): + with Image.open(image_file) as img: + img = img.convert('L') + img = img.resize((8, 8), Image.Resampling.LANCZOS) + image_array = np.array(img, dtype=np.float64) + image_array = image_array.reshape(1, -1) + image_array *= (16 / 255) + return image_array + +def predict_digit(image): + prediction = model.predict(image) + return prediction + +@app.route('/run_test', methods=['GET']) +def test(): + return jsonify({'run_test': 'OK'}) + +@app.route('/predict', methods=['POST']) +def check_same_digit(): + try: + print(request.files.keys()) + image1 = request.files['image1'] + image2 = request.files['image2'] + + digit1 = predict_digit(preprocess(image1)) + digit2 = predict_digit(preprocess(image2)) + + same_digit = digit1[0] == digit2[0] + + return json.dumps({'digit match': bool(same_digit)}) + except Exception as e: + return jsonify({'error': str(e)}) + +if __name__ == '__main__': + app.run(host='0.0.0.0', port=80, debug=True) \ No newline at end of file diff --git a/docker_run.sh b/docker_run.sh index d7727d7..d99fe73 100644 --- a/docker_run.sh +++ b/docker_run.sh @@ -1,12 +1,3 @@ -docker build -t mlops_assignment_4:v1 -f docker/Dockerfile . -echo "=======================================BEFORE EXECUTING CONTAINERS RUN================================================" -ls -lh models -echo "======================================================================================================================" - -docker run -v /mnt/c/Users/soura/Desktop/ML-OPS/Digits-Classification/models:/digits/models mlops_assignment_4:v1 --total_run 1 --dev_size 0.3 --test_size 0.2 --model_type 'svm' -docker run -v /mnt/c/Users/soura/Desktop/ML-OPS/Digits-Classification/models:/digits/models mlops_assignment_4:v1 --total_run 1 --dev_size 0.3 --test_size 0.2 --model_type 'tree' - -echo "=======================================AFTER EXECUTING CONTAINERS RUN================================================" -ls -lh models -echo "======================================================================================================================" +docker build -t flask_app . --no-cache +docker run --mount source=saved_model,destination=/app/saved_model flask_app \ No newline at end of file diff --git a/mnist_classification.py b/mnist_classification.py new file mode 100644 index 0000000..39c3cb8 --- /dev/null +++ b/mnist_classification.py @@ -0,0 +1,31 @@ +import numpy as np +from sklearn import datasets +from sklearn.model_selection import train_test_split +from sklearn import svm +from sklearn import metrics +import pickle + +digits = datasets.load_digits() + +n_samples = len(digits.images) +data = digits.images.reshape((n_samples, -1)) + +X_train, X_test, y_train, y_test = train_test_split(data, digits.target, test_size=0.2, random_state=42) + +clf = svm.SVC(kernel='linear') + +clf.fit(X_train, y_train) + +y_pred = clf.predict(X_test) + +accuracy = metrics.accuracy_score(y_test, y_pred) +print(f"Accuracy: {accuracy * 100:.2f}%") + +print("Classification Report:") +print(metrics.classification_report(y_test, y_pred)) + +print("Confusion Matrix:") +print(metrics.confusion_matrix(y_test, y_pred)) + +with open("./saved_model/mnist_classification_svm.pkl", "wb") as f: + pickle.dump(clf, f) \ No newline at end of file diff --git a/requirements.txt b/requirements.txt index ed96694..d0ec7bd 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,5 +1,6 @@ -Flask==3.0.0 +matplotlib==3.7.2 +pandas==2.1.1 matplotlib==3.7.2 scikit-learn==1.3.0 pytest==7.4.2 -pandas==2.1.1 \ No newline at end of file +flask==3.0.0 \ No newline at end of file From e55bec6f18629714148912e7addf5cd7251062e6 Mon Sep 17 00:00:00 2001 From: M22AIE241 Date: Sun, 19 Nov 2023 03:10:34 +0530 Subject: [PATCH 4/6] test --- Dockerfile | 20 +++++++------- image1.jpg | Bin 0 -> 11236 bytes image2.png | Bin 0 -> 3889 bytes mnist_classification.py | 60 ++++++++++++++++++++-------------------- 4 files changed, 40 insertions(+), 40 deletions(-) create mode 100644 image1.jpg create mode 100644 image2.png diff --git a/Dockerfile b/Dockerfile index 103491e..685d615 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,11 +1,11 @@ -FROM python:3.8 -WORKDIR /app -COPY app.py /app/ -#COPY utils.py /app/ -COPY requirements.txt /app/ -COPY saved_model /app/saved_model/ -RUN apt-get install libsm6 libxext6 -y -RUN pip install -r requirements.txt -VOLUME /app/saved_model -EXPOSE 80 +FROM python:3.8 +WORKDIR /app +COPY app.py /app/ +#COPY utils.py /app/ +COPY requirements.txt /app/ +COPY saved_model /app/saved_model/ +RUN apt-get install libsm6 libxext6 -y +RUN pip install -r requirements.txt +VOLUME /app/saved_model +EXPOSE 80 CMD ["python", "app.py"] \ No newline at end of file diff --git a/image1.jpg b/image1.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b4261fe38345636c22893e2fa6de7e86050e91e GIT binary patch literal 11236 zcmb7qcUTkO*6ySbLhl_U^p5l@kYEyup(jZFN$*uaRFo>cNL7kpKx!xgf(AsTgEZ+) zK#J1D1|oteH=c99d%i#Jcc163nPlE)t@W@{;Xf3^xR8)J>I00;yCAj$@u zt%DnlE?&H1ZfS-!!eRbp02BRO{X?J%0N@`GdezcEA7Nu_hoIg7=z((p6Ced}IJ<@f znOI@*!2c*eX8%S9fGN4ZvHnN5|GR;~%{|1G(m@2pjC2jU8cM-V6s#5=8uSb^6<==SkFZTQw22&uweid(d5dgsK6pZlvZ`kF(VOOuK{uCb- zijSz9e*h&u*yi8Z?JvId7yJ8#QTp~T`8z^-_W*(wb5nuwC0|>wc2m`zU 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a/.github/workflows/actions-demo.yml +++ b/.github/workflows/actions-demo.yml @@ -20,5 +20,5 @@ jobs: - run: echo " This job's status is ${{ job.status }}." - name: Install dep run: pip3 install --no-cache-dir -r requirements.txt - - name: Run pytest cases - run: pytest \ No newline at end of file + - name: Run Docker image + run: ./docker_run.sh \ No newline at end of file diff --git a/flask_app.py b/flask_app.py new file mode 100644 index 0000000..6f5df31 --- /dev/null +++ b/flask_app.py @@ -0,0 +1,41 @@ +import pickle +from flask import Flask, request, jsonify +import numpy as np +from PIL import Image +import json + +app = Flask("quiz4") + +with open("saved_model/mnist_classification_svm.pkl", "rb") as f: + model = pickle.load(f) + +def preprocess(image_file): + with Image.open(image_file) as img: + img = img.convert('L') + img = img.resize((8, 8), Image.Resampling.LANCZOS) + image_array = np.array(img, dtype=np.float64) + image_array = image_array.reshape(1, -1) + image_array *= (16 / 255) + return image_array + +def predict_digit(image): + prediction = model.predict(image) + return prediction + +@app.route('/test', methods=['GET', 'POST']) +def test(): + print("test") + return jsonify({'test': 'hit'}) + +@app.route('/predict', methods=['POST']) +def predict(): + try: + image = request.files['image'] + digit = predict_digit(preprocess(image))[0] + + return json.dumps({'prediction': int(digit)}) + except Exception as e: + return jsonify({'error': str(e)}) + +if __name__ == '__main__': + app.run(host='0.0.0.0', port=5000, debug=True) \ No newline at end of file diff --git a/test_flask_app.py b/test_flask_app.py new file mode 100644 index 0000000..4dfda68 --- /dev/null +++ b/test_flask_app.py @@ -0,0 +1,39 @@ +import unittest +from flask import Flask +from flask_app import app # Import your Flask app instance +import json +import requests +import io +import logging +import tensorflow as tf +from PIL import Image + + +app = app.test_client() + +def convert_to_image(array): + image = Image.fromarray((array * 255).astype('uint8'), 'L') + img_byte_arr = io.BytesIO() + image.save(img_byte_arr, format='PNG') + img_byte_arr = img_byte_arr.getvalue() + return img_byte_arr + +def test_post_predict(): + + mnist = tf.keras.datasets.mnist + (_, _), (x_test, y_test) = mnist.load_data() + + for digit in range(10): + index = list(y_test).index(digit) + sample_data = x_test[index] + + image_data = convert_to_image(sample_data) + + response = app.post("/predict", data={'image': (io.BytesIO(image_data), f'{digit}.png')}) + predicted_digit = json.loads(response.text)['prediction'] + + assert response.status_code == 200 + try: + assert predicted_digit == digit + except Exception as e: + print(f"predicted_digit: {predicted_digit}\t digit: {digit}") \ No newline at end of file