From e107202b18c92ca77d9b432ead308f08280bb45b Mon Sep 17 00:00:00 2001 From: Arief Rahmansyah Date: Fri, 30 Aug 2024 15:42:03 +0700 Subject: [PATCH] deployment section --- code/deployment/fastapi/.gitignore | 1 + code/deployment/fastapi/client.py | 22 +++++ code/deployment/fastapi/main.py | 49 ++++++++++ code/deployment/fastapi/model/1.keras | Bin 0 -> 182362 bytes code/deployment/fastapi/requirements.txt | 51 ++++++++++ code/deployment/fastapi/train.py | 89 ++++++++++++++++++ code/deployment/fastapi/vercel.json | 14 +++ code/deployment/fasthtml/.gitignore | 2 + code/deployment/fasthtml/README.md | 40 ++++++++ code/deployment/fasthtml/main.py | 85 +++++++++++++++++ code/deployment/fasthtml/public/favicon.ico | Bin 0 -> 15086 bytes code/deployment/fasthtml/requirements.txt | 3 + docs/_toc.yml | 6 ++ docs/deployment/deploy_ml_apps.md | 35 +++++++ docs/deployment/deploy_python_apps.md | 4 + docs/deployment/intro_to_deployment.md | 5 + docs/images/deployment/batch_deployment.png | Bin 0 -> 150366 bytes docs/images/deployment/batch_prediction.png | Bin 0 -> 39000 bytes docs/images/deployment/model_as_service.png | Bin 0 -> 42636 bytes docs/images/deployment/model_in_service.png | Bin 0 -> 32620 bytes .../deployment/real_time_deployment.png | Bin 0 -> 170981 bytes 21 files changed, 406 insertions(+) create mode 100644 code/deployment/fastapi/.gitignore create mode 100644 code/deployment/fastapi/client.py create mode 100644 code/deployment/fastapi/main.py create mode 100644 code/deployment/fastapi/model/1.keras create mode 100644 code/deployment/fastapi/requirements.txt create mode 100644 code/deployment/fastapi/train.py create mode 100644 code/deployment/fastapi/vercel.json create mode 100644 code/deployment/fasthtml/.gitignore create mode 100644 code/deployment/fasthtml/README.md create mode 100644 code/deployment/fasthtml/main.py create mode 100644 code/deployment/fasthtml/public/favicon.ico create mode 100644 code/deployment/fasthtml/requirements.txt create mode 100644 docs/deployment/deploy_ml_apps.md create mode 100644 docs/deployment/deploy_python_apps.md create mode 100644 docs/deployment/intro_to_deployment.md create mode 100644 docs/images/deployment/batch_deployment.png create mode 100644 docs/images/deployment/batch_prediction.png create mode 100644 docs/images/deployment/model_as_service.png create mode 100644 docs/images/deployment/model_in_service.png create mode 100644 docs/images/deployment/real_time_deployment.png diff --git a/code/deployment/fastapi/.gitignore b/code/deployment/fastapi/.gitignore new file mode 100644 index 0000000..e985853 --- /dev/null +++ b/code/deployment/fastapi/.gitignore @@ -0,0 +1 @@ +.vercel diff --git a/code/deployment/fastapi/client.py b/code/deployment/fastapi/client.py new file mode 100644 index 0000000..afe7e3e --- /dev/null +++ b/code/deployment/fastapi/client.py @@ -0,0 +1,22 @@ +import requests +import tensorflow as tf +from tensorflow import keras + +# Import the Fashion MNIST dataset +fashion_mnist = keras.datasets.fashion_mnist +(train_images, train_labels), (test_images, test_labels) = fashion_mnist.load_data() + +# scale the values to 0.0 to 1.0 +train_images = train_images / 255.0 +test_images = test_images / 255.0 + +# reshape for feeding into the model +train_images = train_images.reshape(train_images.shape[0], 28, 28, 1) +test_images = test_images.reshape(test_images.shape[0], 28, 28, 1) + + +url = "http://localhost:8000" +req = tf.constant(test_images[:1], dtype=tf.float32) + +resp = requests.post(f"{url}/predict", json={"instances": req.numpy().tolist()}).json() +print(resp) diff --git a/code/deployment/fastapi/main.py b/code/deployment/fastapi/main.py new file mode 100644 index 0000000..26d89a3 --- /dev/null +++ b/code/deployment/fastapi/main.py @@ -0,0 +1,49 @@ +import numpy as np +import tensorflow as tf +from fastapi import FastAPI +from fastapi.responses import JSONResponse +from pydantic import BaseModel + +class_names = [ + "T-shirt/top", + "Trouser", + "Pullover", + "Dress", + "Coat", + "Sandal", + "Shirt", + "Sneaker", + "Bag", + "Ankle boot", +] + + +class PredictInput(BaseModel): + instances: list + + +app = FastAPI() + +model = tf.keras.models.load_model("./model/1.keras") + + +@app.get("/") +def hello_world(): + return "Hello, world!" + + +@app.post("/predict") +def predict(input: PredictInput): + instances = tf.constant(input.instances, dtype=tf.float32) + predictions = model(instances) + response = { + "predictions": predictions.numpy().tolist(), + "message": f"The model thought this was a {class_names[np.argmax(predictions)]} (class {np.argmax(predictions)})", + } + return JSONResponse(content=response) + + +if __name__ == "__main__": + import uvicorn + + uvicorn.run(app) diff --git a/code/deployment/fastapi/model/1.keras b/code/deployment/fastapi/model/1.keras new file mode 100644 index 0000000000000000000000000000000000000000..814800d934c4bd68567998f492dca8b330146921 GIT binary patch literal 182362 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+astunparse==1.6.3 +certifi==2024.8.30 +charset-normalizer==3.3.2 +click==8.1.7 +fastapi==0.112.2 +flatbuffers==24.3.25 +gast==0.6.0 +google-pasta==0.2.0 +grpcio==1.66.1 +h11==0.14.0 +h5py==3.11.0 +idna==3.8 +keras==3.5.0 +libclang==18.1.1 +Markdown==3.7 +markdown-it-py==3.0.0 +MarkupSafe==2.1.5 +mdurl==0.1.2 +ml-dtypes==0.4.0 +namex==0.0.8 +numpy==1.26.4 +opt-einsum==3.3.0 +optree==0.12.1 +packaging==24.1 +pandas==2.2.2 +protobuf==4.25.4 +pydantic==2.8.2 +pydantic_core==2.20.1 +Pygments==2.18.0 +python-dateutil==2.9.0.post0 +pytz==2024.1 +requests==2.32.3 +rich==13.8.0 +setuptools==74.0.0 +six==1.16.0 +sniffio==1.3.1 +starlette==0.38.2 +tensorboard==2.17.1 +tensorboard-data-server==0.7.2 +tensorflow==2.17.0 +termcolor==2.4.0 +typing_extensions==4.12.2 +tzdata==2024.1 +urllib3==2.2.2 +uvicorn==0.30.6 +Werkzeug==3.0.4 +wheel==0.44.0 +wrapt==1.16.0 diff --git a/code/deployment/fastapi/train.py b/code/deployment/fastapi/train.py new file mode 100644 index 0000000..164e3b5 --- /dev/null +++ b/code/deployment/fastapi/train.py @@ -0,0 +1,89 @@ +import os + +import tensorflow as tf +from tensorflow import keras + +print("TensorFlow version: {}".format(tf.__version__)) + +# Import the Fashion MNIST dataset +fashion_mnist = keras.datasets.fashion_mnist +(train_images, train_labels), (test_images, test_labels) = fashion_mnist.load_data() + +# scale the values to 0.0 to 1.0 +train_images = train_images / 255.0 +test_images = test_images / 255.0 + +# reshape for feeding into the model +train_images = train_images.reshape(train_images.shape[0], 28, 28, 1) +test_images = test_images.reshape(test_images.shape[0], 28, 28, 1) + +class_names = [ + "T-shirt/top", + "Trouser", + "Pullover", + "Dress", + "Coat", + "Sandal", + "Shirt", + "Sneaker", + "Bag", + "Ankle boot", +] + +print("train_images.shape: {}, of {}".format(train_images.shape, train_images.dtype)) +print("test_images.shape: {}, of {}".format(test_images.shape, test_images.dtype)) + +# Train and evaluate the model +model = keras.Sequential( + [ + keras.layers.Conv2D( + input_shape=(28, 28, 1), + filters=8, + kernel_size=3, + strides=2, + activation="relu", + name="Conv1", + ), + keras.layers.Flatten(), + keras.layers.Dense(10, name="Dense"), + ] +) +model.summary() + +testing = False +epochs = 5 + +model.compile( + optimizer="adam", + loss=tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True), + metrics=[keras.metrics.SparseCategoricalAccuracy()], +) +model.fit(train_images, train_labels, epochs=epochs) +print("Model trained!") + +# Fetch the Keras session and save the model +MODEL_DIR = "model" +version = 1 +model_format = ".keras" +model_path = os.path.join(MODEL_DIR, str(version) + model_format) +print("model_path = {}\n".format(model_path)) + +tf.keras.models.save_model( + model, + model_path, + overwrite=True, + include_optimizer=True, + save_format=None, +) +print("Model saved!") + +# Test saved model +model = tf.keras.models.load_model(model_path) +print(model.summary()) + +sample_input = tf.constant(test_images[:1], dtype=tf.float32) +output = model(sample_input) +print(output) + +test_loss, test_acc = model.evaluate(test_images, test_labels) +print("\nTest accuracy: {}".format(test_acc)) diff --git a/code/deployment/fastapi/vercel.json b/code/deployment/fastapi/vercel.json new file mode 100644 index 0000000..70c1e96 --- /dev/null +++ b/code/deployment/fastapi/vercel.json @@ -0,0 +1,14 @@ +{ + "builds": [ + { + "src": "main.py", + "use": "@vercel/python" + } + ], + "routes": [ + { + "src": "/(.*)", + "dest": "main.py" + } + ] +} diff --git a/code/deployment/fasthtml/.gitignore b/code/deployment/fasthtml/.gitignore new file mode 100644 index 0000000..ada25a8 --- /dev/null +++ b/code/deployment/fasthtml/.gitignore @@ -0,0 +1,2 @@ +.vercel +.sesskey diff --git a/code/deployment/fasthtml/README.md b/code/deployment/fasthtml/README.md new file mode 100644 index 0000000..c414375 --- /dev/null +++ b/code/deployment/fasthtml/README.md @@ -0,0 +1,40 @@ +# FastHTML Boilerplate + +Deploy your [FastHTML](https://fastht.ml/) project to Vercel with zero configuration. + +[![Deploy with Vercel](https://vercel.com/button)](https://vercel.com/new/clone?repository-url=https://github.com/vercel/vercel/tree/main/examples/fasthtml&template=fasthtml) + +_Live Example: https://fasthtml-template.vercel.app_ + +Visit the [FastHTML documentation](https://docs.fastht.ml/) to learn more. + +## Getting Started + +Install the required dependencies: + +```bash +pip install -r requirements.txt +``` + +## Running Locally + +Start the development server on http://0.0.0.0:5001 + +```bash +python main.py +``` + +When you make changes to your project, the server will automatically reload. + +## Deploying to Vercel + +Deploy your project to Vercel with the following command: + +```bash +npm install -g vercel +vercel --prod +``` + +Or `git push` to your repostory with our [git integration](https://vercel.com/docs/deployments/git). + +To view the source code for this template, [visit the example repository](https://github.com/vercel/vercel/tree/main/examples/fasthtml). diff --git a/code/deployment/fasthtml/main.py b/code/deployment/fasthtml/main.py new file mode 100644 index 0000000..174f4dc --- /dev/null +++ b/code/deployment/fasthtml/main.py @@ -0,0 +1,85 @@ +from os import getenv + +from openai import OpenAI + +from fasthtml.common import * + +# Set up the app, including daisyui and tailwind for the chat component +hdrs = ( + picolink, + Script(src="https://cdn.tailwindcss.com"), + Link( + rel="stylesheet", + href="https://cdn.jsdelivr.net/npm/daisyui@4.11.1/dist/full.min.css", + ), +) +app = FastHTML(hdrs=hdrs, cls="p-4 max-w-lg mx-auto") + +# Set up a chat model (https://claudette.answer.ai/) +client = OpenAI( + base_url="https://openrouter.ai/api/v1", + api_key=getenv("OPENROUTER_API_KEY"), +) +model = "mistralai/mistral-7b-instruct:free" + + +# Chat message component (renders a chat bubble) +def ChatMessage(msg, user): + bubble_class = "chat-bubble-primary" if user else "chat-bubble-secondary" + chat_class = "chat-end" if user else "chat-start" + return Div(cls=f"chat {chat_class}")( + Div("user" if user else "assistant", cls="chat-header"), + Div(msg, cls=f"chat-bubble {bubble_class}"), + Hidden(msg, name="messages"), + ) + + +# The input field for the user message. Also used to clear the +# input field after sending a message via an OOB swap +def ChatInput(): + return Input( + name="msg", + id="msg-input", + placeholder="Type a message", + cls="input input-bordered w-full", + hx_swap_oob="true", + ) + + +# The main screen +@app.get +def index(): + page = Form(hx_post=send, hx_target="#chatlist", hx_swap="beforeend")( + Div(id="chatlist", cls="chat-box h-[73vh] overflow-y-auto"), + Div(cls="flex space-x-2 mt-2")( + Group(ChatInput(), Button("Send", cls="btn btn-primary")) + ), + ) + return Titled("Chatbot Demo", page) + + +# Handle the form submission +@app.post +def send(msg: str, messages: list[str] = None): + if not messages: + messages = [] + messages.append(msg.rstrip()) + completion = client.chat.completions.create( + model=model, + messages=[ + { + "role": "user", + "content": msg.rstrip(), + }, + ], + ) + return ( + ChatMessage(msg, True), # The user's message + ChatMessage( + completion.choices[0].message.content.rstrip(), False + ), # 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