|
| 1 | +--- |
| 2 | +title: "Data model improvements" |
| 3 | +description: "Use dictionaries instead of lists for data storage, and store stores and items separately." |
| 4 | +--- |
| 5 | + |
| 6 | +# Data model improvements |
| 7 | + |
| 8 | +- [x] Set metadata above |
| 9 | +- [x] Start writing! |
| 10 | +- [x] Create `start` folder |
| 11 | +- [x] Create `end` folder |
| 12 | +- [ ] Create per-file diff between `end` and `start` (use "Compare Folders") |
| 13 | + |
| 14 | +## Starting code from section 4 |
| 15 | + |
| 16 | +This is the "First REST API" project from Section 4: |
| 17 | + |
| 18 | +import Tabs from '@theme/Tabs'; |
| 19 | +import TabItem from '@theme/TabItem'; |
| 20 | + |
| 21 | +<div className="codeTabContainer"> |
| 22 | +<Tabs> |
| 23 | +<TabItem value="app" label="app.py" default> |
| 24 | + |
| 25 | +```py title="app.py" |
| 26 | +from flask import Flask, request |
| 27 | + |
| 28 | +app = Flask(__name__) |
| 29 | + |
| 30 | +stores = [ |
| 31 | + { |
| 32 | + "name": "My Store", |
| 33 | + "items": [ |
| 34 | + { |
| 35 | + "name": "Chair", |
| 36 | + "price": 15.99 |
| 37 | + } |
| 38 | + ] |
| 39 | + } |
| 40 | +] |
| 41 | + |
| 42 | +@app.get("/store") # http://127.0.0.1:5000/store |
| 43 | +def get_stores(): |
| 44 | + return {"stores": stores} |
| 45 | + |
| 46 | + |
| 47 | +@app.post("/store") |
| 48 | +def create_store(): |
| 49 | + request_data = request.get_json() |
| 50 | + new_store = {"name": request_data["name"], "items": []} |
| 51 | + stores.append(new_store) |
| 52 | + return new_store, 201 |
| 53 | + |
| 54 | + |
| 55 | +@app.post("/store/<string:name>/item") |
| 56 | +def create_item(name): |
| 57 | + request_data = request.get_json() |
| 58 | + for store in stores: |
| 59 | + if store["name"] == name: |
| 60 | + new_item = {"name": request_data["name"], "price": request_data["price"]} |
| 61 | + store["items"].append(new_item) |
| 62 | + return new_item, 201 |
| 63 | + return {"message": "Store not found"}, 404 |
| 64 | + |
| 65 | + |
| 66 | +@app.get("/store/<string:name>") |
| 67 | +def get_store(name): |
| 68 | + for store in stores: |
| 69 | + if store["name"] == name: |
| 70 | + return store |
| 71 | + return {"message": "Store not found"}, 404 |
| 72 | + |
| 73 | + |
| 74 | +@app.get("/store/<string:name>/item") |
| 75 | +def get_item_in_store(name): |
| 76 | + for store in stores: |
| 77 | + if store["name"] == name: |
| 78 | + return {"items": store["items"]} |
| 79 | + return {"message": "Store not found"}, 404 |
| 80 | +``` |
| 81 | + |
| 82 | +</TabItem> |
| 83 | +<TabItem value="docker" label="Dockerfile"> |
| 84 | + |
| 85 | +```docker |
| 86 | +FROM python:3.10 |
| 87 | +EXPOSE 5000 |
| 88 | +WORKDIR /app |
| 89 | +RUN pip install flask |
| 90 | +COPY . . |
| 91 | +CMD ["flask", "run", "--host", "0.0.0.0"] |
| 92 | +``` |
| 93 | + |
| 94 | +</TabItem> |
| 95 | +</Tabs> |
| 96 | +</div> |
| 97 | + |
| 98 | + |
| 99 | +## New files |
| 100 | + |
| 101 | +Let's start off by creating a `requirements.txt` file with all our dependencies: |
| 102 | + |
| 103 | +```txt title="requirements.txt" |
| 104 | +flask |
| 105 | +flask-smorest |
| 106 | +python-dotenv |
| 107 | +``` |
| 108 | + |
| 109 | +We're adding `flask-smorest` to help us write REST APIs more easily, and generate documentation for us. |
| 110 | + |
| 111 | +We're adding `python-dotenv` so it's easier for us to load environment variables and use the `.flaskenv` file. |
| 112 | + |
| 113 | +Next, let's create the `.flaskenv` file: |
| 114 | + |
| 115 | +```txt title=".flaskenv" |
| 116 | +FLASK_APP=app |
| 117 | +FLASK_ENV=development |
| 118 | +``` |
| 119 | + |
| 120 | +If we have the `python-dotenv` library installed, when we run the `flask run` command, Flask will read the variables inside `.flaskenv` and use them to configure the Flask app. |
| 121 | + |
| 122 | +The configuration that we'll do is to define the Flask app file (here, `app.py`). Then we'll also set the Flask environment to `development`, which does a couple things: |
| 123 | + |
| 124 | +- Sets debug mode to true, which makes the app give us better error messages |
| 125 | +- Sets the app reloading to true, so the app restarts when we make code changes |
| 126 | + |
| 127 | +We don't want debug mode to be enabled in production (when we deploy our app), but while we're doing development it's definitely a time-saving tool! |
| 128 | + |
| 129 | +## Code improvements |
| 130 | + |
| 131 | +### Creating a database file |
| 132 | + |
| 133 | +First of all, let's move our "database" to another file. |
| 134 | + |
| 135 | +Create a `db.py` file with the following content: |
| 136 | + |
| 137 | +```py title="db.py" |
| 138 | +stores = {} |
| 139 | +items = {} |
| 140 | +``` |
| 141 | + |
| 142 | +In the existing code we only have a `stores` list, so delete that from `app.py`. From now on we will be storing information about items and stores separately. |
| 143 | + |
| 144 | +:::tip What is in each dictionary? |
| 145 | +Each dictionary will closely mimic how a database works: a mapping of ID to data. So each dictionary will be something like this: |
| 146 | + |
| 147 | +```py |
| 148 | +{ |
| 149 | + 1: { |
| 150 | + "name": "Chair", |
| 151 | + "price": 17.99 |
| 152 | + }, |
| 153 | + 2: { |
| 154 | + "name": "Table", |
| 155 | + "price": 180.50 |
| 156 | + } |
| 157 | +} |
| 158 | +``` |
| 159 | + |
| 160 | +This will make it much easier to retrieve a specific store or item, just by knowing its ID. |
| 161 | +::: |
| 162 | + |
| 163 | +Then, import the `stores` and `items` variables from `db.py` in `app.py`: |
| 164 | + |
| 165 | +```py title="app.py" |
| 166 | +from db import stores, items |
| 167 | +``` |
| 168 | + |
| 169 | +## Using stores and items in our API |
| 170 | + |
| 171 | +Now let's make use of stores and items separately in our API. |
| 172 | + |
| 173 | +### `get_store` |
| 174 | + |
| 175 | +Here are the changes we'll need to make: |
| 176 | + |
| 177 | +<div className="codeTabContainer"> |
| 178 | +<Tabs> |
| 179 | +<TabItem value="old" label="get_store (old)" default> |
| 180 | + |
| 181 | +```py title="app.py" |
| 182 | +@app.get("/store/<string:name>") |
| 183 | +def get_store(name): |
| 184 | + for store in stores: |
| 185 | + if store["name"] == name: |
| 186 | + return store |
| 187 | + return {"message": "Store not found"}, 404 |
| 188 | +``` |
| 189 | + |
| 190 | +</TabItem> |
| 191 | +<TabItem value="new" label="get_store (new)"> |
| 192 | + |
| 193 | +```py title="app.py" |
| 194 | +@app.get("/store/<string:store_id>") |
| 195 | +def get_store(store_id): |
| 196 | + try: |
| 197 | + # Here you might also want to add the items in this store |
| 198 | + # We'll do that later on in the course |
| 199 | + return stores[store_id] |
| 200 | + except KeyError: |
| 201 | + return {"message": "Store not found"}, 404 |
| 202 | +``` |
| 203 | + |
| 204 | +Important to note that in this version, we won't return the items in the store. That's a limitation of our dictionaries-for-database setup that we will solve when we introduce databases! |
| 205 | + |
| 206 | +</TabItem> |
| 207 | +</Tabs> |
| 208 | +</div> |
| 209 | + |
| 210 | +### `get_stores` |
| 211 | + |
| 212 | +<div className="codeTabContainer"> |
| 213 | +<Tabs> |
| 214 | +<TabItem value="old" label="get_stores (old)" default> |
| 215 | + |
| 216 | +```py title="app.py" |
| 217 | +@app.get("/store") |
| 218 | +def get_stores(): |
| 219 | + return {"stores": stores} |
| 220 | +``` |
| 221 | + |
| 222 | +</TabItem> |
| 223 | +<TabItem value="new" label="get_stores (new)"> |
| 224 | + |
| 225 | +```py title="app.py" |
| 226 | +@app.get("/store") |
| 227 | +def get_stores(): |
| 228 | + return {"stores": list(stores.values())} |
| 229 | +``` |
| 230 | + |
| 231 | +</TabItem> |
| 232 | +</Tabs> |
| 233 | +</div> |
| 234 | + |
| 235 | +### `create_store` |
| 236 | + |
| 237 | +<div className="codeTabContainer"> |
| 238 | +<Tabs> |
| 239 | +<TabItem value="old" label="create_store (old)" default> |
| 240 | + |
| 241 | +```py title="app.py" |
| 242 | +@app.post("/store") |
| 243 | +def create_store(): |
| 244 | + request_data = request.get_json() |
| 245 | + new_store = {"name": request_data["name"], "items": []} |
| 246 | + stores.append(new_store) |
| 247 | + return new_store, 201 |
| 248 | +``` |
| 249 | + |
| 250 | +</TabItem> |
| 251 | +<TabItem value="new" label="create_store (new)"> |
| 252 | + |
| 253 | +```py title="app.py" |
| 254 | +@app.post("/store") |
| 255 | +def create_store(): |
| 256 | + store_data = request.get_json() |
| 257 | + store_id = uuid.uuid4().hex |
| 258 | + store = {**store_data, "id": store_id} |
| 259 | + stores[store_id] = store |
| 260 | + |
| 261 | + return store |
| 262 | +``` |
| 263 | + |
| 264 | +</TabItem> |
| 265 | +</Tabs> |
| 266 | +</div> |
| 267 | + |
| 268 | +### `create_item` |
| 269 | + |
| 270 | +<div className="codeTabContainer"> |
| 271 | +<Tabs> |
| 272 | +<TabItem value="old" label="create_item (old)" default> |
| 273 | + |
| 274 | +```py title="app.py" |
| 275 | +@app.post("/store/<string:name>/item") |
| 276 | +def create_item(name): |
| 277 | + request_data = request.get_json() |
| 278 | + for store in stores: |
| 279 | + if store["name"] == name: |
| 280 | + new_item = {"name": request_data["name"], "price": request_data["price"]} |
| 281 | + store["items"].append(new_item) |
| 282 | + return new_item, 201 |
| 283 | + return {"message": "Store not found"}, 404 |
| 284 | +``` |
| 285 | + |
| 286 | +</TabItem> |
| 287 | +<TabItem value="new" label="create_item (new)"> |
| 288 | + |
| 289 | +```py title="app.py" |
| 290 | +@app.post("/item") |
| 291 | +def create_item(): |
| 292 | + item_data = request.get_json() |
| 293 | + if item_data["store_id"] not in stores: |
| 294 | + return {"message": "Store not found"}, 404 |
| 295 | + |
| 296 | + item_id = uuid.uuid4().hex |
| 297 | + item = {**item_data, "id": item_id} |
| 298 | + items[item_id] = item |
| 299 | + |
| 300 | + return item |
| 301 | +``` |
| 302 | + |
| 303 | +Now we are POSTing to `/item` instead of `/store/<string:name>/item`. The endpoint will expect to receive JSON with `price`, `name`, and `store_id`. |
| 304 | + |
| 305 | +</TabItem> |
| 306 | +</Tabs> |
| 307 | +</div> |
| 308 | + |
| 309 | + |
| 310 | +### `get_items` (new) |
| 311 | + |
| 312 | +This is not an endpoint we could easily make when we were working with a single `stores` list! |
| 313 | + |
| 314 | +```py |
| 315 | +@app.get("/item") |
| 316 | +def get_all_items(): |
| 317 | + return {"items": list(items.values())} |
| 318 | +``` |
| 319 | + |
| 320 | +### `get_item_in_store` |
| 321 | + |
| 322 | +<div className="codeTabContainer"> |
| 323 | +<Tabs> |
| 324 | +<TabItem value="old" label="get_item_in_store (old)" default> |
| 325 | + |
| 326 | +```py title="app.py" |
| 327 | +@app.get("/store/<string:name>/item") |
| 328 | +def get_item_in_store(name): |
| 329 | + for store in stores: |
| 330 | + if store["name"] == name: |
| 331 | + return {"items": store["items"]} |
| 332 | + return {"message": "Store not found"}, 404 |
| 333 | +``` |
| 334 | + |
| 335 | +</TabItem> |
| 336 | +<TabItem value="new" label="get_item (new)"> |
| 337 | + |
| 338 | +```py title="app.py" |
| 339 | +@app.get("/item/<string:item_id>") |
| 340 | +def get_item(item_id): |
| 341 | + try: |
| 342 | + return items[item_id] |
| 343 | + except KeyError: |
| 344 | + return {"message": "Item not found"}, 404 |
| 345 | +``` |
| 346 | + |
| 347 | +Now we are GETting from `/item` instead of `/store/<string:name>/item`. This is because while items are related to stores, they aren't inside a store anymore! |
| 348 | + |
| 349 | +</TabItem> |
| 350 | +</Tabs> |
| 351 | +</div> |
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