├── .gitignore ├── src ├── main.rs ├── models.rs ├── db.rs ├── routes.rs └── handlers.rs ├── Cargo.toml ├── data ├── new_customers.json ├── update_customers.json └── customers.json ├── README.md └── Cargo.lock /.gitignore: -------------------------------------------------------------------------------- 1 | /target 2 | -------------------------------------------------------------------------------- /src/main.rs: -------------------------------------------------------------------------------- 1 | use warp; 2 | 3 | mod db; 4 | mod handlers; 5 | mod models; 6 | mod routes; 7 | 8 | #[tokio::main] 9 | async fn main() { 10 | let db = db::init_db(); 11 | let customer_routes = routes::customer_routes(db); 12 | 13 | warp::serve(customer_routes) 14 | .run(([127, 0, 0, 1], 3000)) 15 | .await; 16 | } 17 | -------------------------------------------------------------------------------- /Cargo.toml: -------------------------------------------------------------------------------- 1 | [package] 2 | name = "rust_warp_api" 3 | version = "0.1.0" 4 | authors = ["andrewleverette "] 5 | edition = "2018" 6 | 7 | # See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html 8 | 9 | [dependencies] 10 | serde = { version = "1.0", features = ["derive"] } 11 | serde_json = "1.0" 12 | tokio = { version = "0.2", features = ["macros"] } 13 | warp = "0.2" -------------------------------------------------------------------------------- /src/models.rs: -------------------------------------------------------------------------------- 1 | use serde::{Deserialize, Serialize}; 2 | 3 | /// Represents a customer 4 | #[derive(Clone, Debug, Default, Deserialize, Serialize)] 5 | pub struct Customer { 6 | /// A unique identifier for a customer record 7 | pub guid: String, 8 | 9 | /// First name 10 | pub first_name: String, 11 | 12 | /// Last name 13 | pub last_name: String, 14 | 15 | /// Email address 16 | pub email: String, 17 | 18 | /// Physical address 19 | pub address: String, 20 | } 21 | -------------------------------------------------------------------------------- /src/db.rs: -------------------------------------------------------------------------------- 1 | use std::fs::File; 2 | use std::sync::Arc; 3 | 4 | use serde_json::from_reader; 5 | use tokio::sync::Mutex; 6 | 7 | use crate::models::Customer; 8 | 9 | /// Represents an in memory data store of customer data 10 | pub type Db = Arc>>; 11 | 12 | /// Initializes the data store 13 | /// 14 | /// Returns a Db type that either contains customer data 15 | /// or is empty. 16 | pub fn init_db() -> Db { 17 | let file = File::open("./data/customers.json"); 18 | match file { 19 | Ok(json) => { 20 | let customers = from_reader(json).unwrap(); 21 | Arc::new(Mutex::new(customers)) 22 | } 23 | Err(_) => Arc::new(Mutex::new(Vec::new())), 24 | } 25 | } 26 | -------------------------------------------------------------------------------- /data/new_customers.json: -------------------------------------------------------------------------------- 1 | [{"guid":"ab12fca0-0cec-4a7d-9169-962dd180583d","first_name":"Liam","last_name":"Siebart","email":"lsiebart0@twitpic.com","address":"84 Dennis Circle"}, 2 | {"guid":"a20b29af-371a-4a6b-a883-c4a4f1946170","first_name":"Jacinta","last_name":"Meininger","email":"jmeininger1@usnews.com","address":"50 Armistice Road"}, 3 | {"guid":"9aa2744b-3a5e-4b98-8272-0f6b79b164e4","first_name":"Peder","last_name":"Mauchlen","email":"pmauchlen2@bbb.org","address":"9 Quincy Way"}, 4 | {"guid":"b2d87990-f11e-4bda-9a79-70c54540b761","first_name":"Cord","last_name":"Pilcher","email":"cpilcher3@altervista.org","address":"4 Maryland Court"}, 5 | {"guid":"6742050d-0609-484e-907f-5e46fe76f8b1","first_name":"Horace","last_name":"Snowden","email":"hsnowden4@yelp.com","address":"8 Kennedy Place"}, 6 | {"guid":"c48c1bcc-b005-442a-8fdf-d5446db8ca1b","first_name":"Jaquenetta","last_name":"Moulsdale","email":"jmoulsdale5@163.com","address":"587 Vermont Circle"}, 7 | {"guid":"f75385d0-800d-44f5-be8c-710bde08ad3f","first_name":"Tilda","last_name":"Rozsa","email":"trozsa6@weibo.com","address":"32 Barnett Drive"}, 8 | {"guid":"44b9b718-9fb9-4977-82ab-95d4945c48b9","first_name":"Christiano","last_name":"Senett","email":"csenett7@techcrunch.com","address":"928 Rusk Street"}, 9 | {"guid":"a3b52bde-2b87-45fc-9273-60203847b726","first_name":"Peyton","last_name":"Wansbury","email":"pwansbury8@github.com","address":"3 Algoma Plaza"}, 10 | {"guid":"e31930b0-2382-453b-b769-4d99b15e109c","first_name":"Amelie","last_name":"Akeherst","email":"aakeherst9@feedburner.com","address":"38 Ramsey Terrace"}] -------------------------------------------------------------------------------- /data/update_customers.json: -------------------------------------------------------------------------------- 1 | [{"guid":"4622d0f0-aad4-4c10-a6df-415232141866","first_name":"Leigh","last_name":"Thundercliffe","email":"lthundercliffe@gmail.com","address":"93227 Pankratz Road"}, 2 | {"guid":"b2d752e4-8bbd-435d-8b3a-2209eb236ee6","first_name":"Meggi","last_name":"McRill","email":"mmcrill1@gmail.com","address":"5309 Crest Line Place"}, 3 | {"guid":"a8cd98dd-6282-4baa-bf27-ce20571362f2","first_name":"Orelia","last_name":"Garrigan","email":"ogarrigan2@bravesites.com","address":"3970 Southwark Row"}, 4 | {"guid":"87b03e1f-a954-472b-a902-cd1d7d639e57","first_name":"Shandee","last_name":"Hupka","email":"shupka3@shareasale.com","address":"7 Twin Peaks Lane"}, 5 | {"guid":"ac87e9e7-f783-4068-8fcb-cdfde6f2b98e","first_name":"Bendix","last_name":"Bottrell","email":"bbottrell4@hugedomains.com","address":"6 Lerdahl Way"}, 6 | {"guid":"d2eaebc0-0a63-452a-8592-af6e6fc4a908","first_name":"Sharai","last_name":"Karpol","email":"skarpol5@tumblr.com","address":"6860 Sloan Pass"}, 7 | {"guid":"329a416a-3837-4384-a755-3e5a1720194a","first_name":"Gillian","last_name":"Bownd","email":"gbownd6@vistaprint.com","address":"209 Northport Place"}, 8 | {"guid":"2d5849c5-79c0-499d-a3eb-4bc7f876b53e","first_name":"Anallese","last_name":"Maciunas","email":"amaciunas7@friendfeed.com","address":"10000 Waxwing Pass"}, 9 | {"guid":"ca5e0139-d72a-4cfc-a39d-fc50450da0b2","first_name":"Arvy","last_name":"Crilley","email":"acrilley8@feedburner.com","address":"600 Ezell Plaza"}, 10 | {"guid":"97a34fb8-6429-475d-bc22-5cba7ac099d1","first_name":"Onfre","last_name":"Croall","email":"ocroall9@blogspot.com","address":"742 Esch Alley"}] -------------------------------------------------------------------------------- /src/routes.rs: -------------------------------------------------------------------------------- 1 | use std::convert::Infallible; 2 | use warp::{self, Filter}; 3 | 4 | use crate::db::Db; 5 | use crate::handlers; 6 | use crate::models::Customer; 7 | 8 | /// All customer routes 9 | pub fn customer_routes( 10 | db: Db, 11 | ) -> impl Filter + Clone { 12 | get_customer(db.clone()) 13 | .or(update_customer(db.clone())) 14 | .or(delete_customer(db.clone())) 15 | .or(create_customer(db.clone())) 16 | .or(customers_list(db)) 17 | } 18 | 19 | /// GET /customers 20 | fn customers_list( 21 | db: Db, 22 | ) -> impl Filter + Clone { 23 | warp::path("customers") 24 | .and(warp::get()) 25 | .and(with_db(db)) 26 | .and_then(handlers::list_customers) 27 | } 28 | 29 | /// POST /customers 30 | fn create_customer( 31 | db: Db, 32 | ) -> impl Filter + Clone { 33 | warp::path("customers") 34 | .and(warp::post()) 35 | .and(json_body()) 36 | .and(with_db(db)) 37 | .and_then(handlers::create_customer) 38 | } 39 | 40 | /// GET /customers/{guid} 41 | fn get_customer( 42 | db: Db, 43 | ) -> impl Filter + Clone { 44 | warp::path!("customers" / String) 45 | .and(warp::get()) 46 | .and(with_db(db)) 47 | .and_then(handlers::get_customer) 48 | } 49 | 50 | /// PUT /customers/{guid} 51 | fn update_customer( 52 | db: Db, 53 | ) -> impl Filter + Clone { 54 | warp::path!("customers" / String) 55 | .and(warp::put()) 56 | .and(json_body()) 57 | .and(with_db(db)) 58 | .and_then(handlers::update_customer) 59 | } 60 | 61 | /// DELETE /customers/{guid} 62 | fn delete_customer( 63 | db: Db 64 | ) -> impl Filter + Clone { 65 | warp::path!("customers" / String) 66 | .and(warp::delete()) 67 | .and(with_db(db)) 68 | .and_then(handlers::delete_customer) 69 | } 70 | 71 | fn with_db(db: Db) -> impl Filter + Clone { 72 | warp::any().map(move || db.clone()) 73 | } 74 | 75 | fn json_body() -> impl Filter + Clone { 76 | warp::body::content_length_limit(1024 * 16).and(warp::body::json()) 77 | } 78 | -------------------------------------------------------------------------------- /src/handlers.rs: -------------------------------------------------------------------------------- 1 | use std::convert::Infallible; 2 | 3 | use warp::{self, http::StatusCode}; 4 | 5 | use crate::db::Db; 6 | use crate::models::Customer; 7 | 8 | /// Returns a list of customers as JSON 9 | /// 10 | /// # Arguments 11 | /// 12 | /// * `db` - `Db` -> thread safe vector of Customer objects 13 | pub async fn list_customers(db: Db) -> Result { 14 | let customers = db.lock().await; 15 | let customers: Vec = customers.clone(); 16 | Ok(warp::reply::json(&customers)) 17 | } 18 | 19 | /// Creates a new customer 20 | /// 21 | /// Adds a new customer object to the data store if the customer 22 | /// doesn't already exist 23 | /// 24 | /// # Arguments 25 | /// 26 | /// * `new_customer` - `Customer` type 27 | /// * `db` - `Db` -> thread safe vector of Customer objects 28 | pub async fn create_customer( 29 | new_customer: Customer, 30 | db: Db, 31 | ) -> Result { 32 | let mut customers = db.lock().await; 33 | 34 | for customer in customers.iter() { 35 | if customer.guid == new_customer.guid { 36 | return Ok(StatusCode::BAD_REQUEST); 37 | } 38 | } 39 | 40 | customers.push(new_customer); 41 | 42 | Ok(StatusCode::CREATED) 43 | } 44 | 45 | /// Gets a single customer from the data store 46 | /// 47 | /// Returns a JSON object of an existing customer. If the customer 48 | /// is not found, it returns a NOT FOUND status code. 49 | /// # Arguments 50 | /// 51 | /// * `guid` - String -> the id of the customer to retrieve 52 | /// * `db` - `Db` -> the thread safe data store 53 | pub async fn get_customer(guid: String, db: Db) -> Result, Infallible> { 54 | let customers = db.lock().await; 55 | 56 | for customer in customers.iter() { 57 | if customer.guid == guid { 58 | return Ok(Box::new(warp::reply::json(&customer))); 59 | } 60 | } 61 | 62 | Ok(Box::new(StatusCode::NOT_FOUND)) 63 | } 64 | 65 | /// Updates an existing customer 66 | /// 67 | /// Overwrites an existing customer in the data store and returns 68 | /// an OK status code. If the customer is not found, a NOT FOUND status 69 | /// code is returned. 70 | /// 71 | /// # Arguments 72 | /// 73 | /// * `updated_customer` - `Customer` -> updated customer info 74 | /// * `db` - `Db` -> thread safe data store 75 | pub async fn update_customer( 76 | guid: String, 77 | updated_customer: Customer, 78 | db: Db, 79 | ) -> Result { 80 | let mut customers = db.lock().await; 81 | 82 | for customer in customers.iter_mut() { 83 | if customer.guid == guid { 84 | *customer = updated_customer; 85 | return Ok(StatusCode::OK); 86 | } 87 | } 88 | 89 | Ok(StatusCode::NOT_FOUND) 90 | } 91 | 92 | /// Deletes a customer from the data store 93 | /// 94 | /// If the customer exists in the data store, the customer is 95 | /// removed and a NO CONTENT status code is returned. If the customer 96 | /// does not exist, a NOT FOUND status code is returned. 97 | /// 98 | /// # Arguments 99 | /// 100 | /// * `guid` - String -> the id of the customer to delete 101 | /// * `db` - `Db` -> thread safe data store 102 | pub async fn delete_customer(guid: String, db: Db) -> Result { 103 | let mut customers = db.lock().await; 104 | 105 | let customer_count = customers.len(); 106 | 107 | customers.retain(|customer| customer.guid != guid); 108 | 109 | let deleted = customers.len() != customer_count; 110 | if deleted { 111 | Ok(StatusCode::NO_CONTENT) 112 | } else { 113 | Ok(StatusCode::NOT_FOUND) 114 | } 115 | } 116 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Rust Warp API Example 2 | 3 | ## Overview 4 | 5 | This is an example project that uses Warp and Tokio to build a simple asynchronous api. 6 | 7 | ## Goals 8 | 9 | 1. Become familiar with the Warp framework. 10 | 2. Become more familiar with using async/await in Rust 11 | 3. Get more comfortable with Rust's Trait system 12 | 4. Get a better understanding of API design in Rust 13 | 14 | ## Notes 15 | 16 | ### Design 17 | 18 | #### Routes 19 | 20 | ``` 21 | /customers 22 | - GET -> list all customers in data store 23 | - POST -> create new customer and insert into data store 24 | /customers/{guid} 25 | - GET -> list info for a customer 26 | - POST -> update information for a customer 27 | - DELETE -> remove customer from data store 28 | ``` 29 | 30 | #### Handlers 31 | 32 | Based on the defined routes, I will need the following handlers: 33 | 34 | ``` 35 | list_customers -> return a list all customers in database 36 | create_customer -> create a new customer and add it to the database 37 | get_customer -> return the details of a single customer 38 | update_customer -> update the details of a single customer 39 | delete_customer -> delete a customer from the database 40 | ``` 41 | 42 | #### Database 43 | 44 | For right now, I'll just use an in-memory data store to share across the route handlers. 45 | 46 | I used [Mockaroo](https://www.mockaroo.com/) to generate a JSON data set of customer data. The data is a JSON array where each object has the following structure: 47 | 48 | ```json 49 | { 50 | "guid": "String", 51 | "first_name": "String", 52 | "last_name": "String", 53 | "email": "String", 54 | "address": "String" 55 | } 56 | ``` 57 | 58 | Also, the database module will need to have the ability to initialize the data store once the server starts. 59 | 60 | ### Dependencies 61 | 62 | As of right now, I know that I will need the following dependencies: 63 | 64 | * Warp - A web server framework for Rust 65 | * Tokio - An asynchronous run-time for Rust 66 | * Serde - A de/serialization library for converting JSON to typed data and vice versa. 67 | 68 | ### Implementation 69 | 70 | 71 | #### Models 72 | 73 | The first thing I want to do is define my customer model and also start adding some structure to the code. 74 | 75 | In `main.rs`, define a new module called `models` like this: 76 | 77 | ```rust 78 | mod models; 79 | 80 | fn main() { 81 | // ... 82 | } 83 | ``` 84 | 85 | Then create a new file called `models.rs` and add the following: 86 | 87 | ```rust 88 | pub struct Customer { 89 | pub guid: String, 90 | pub first_name: String, 91 | pub last_name: String, 92 | pub email: String, 93 | pub address: String, 94 | } 95 | ``` 96 | 97 | Since I'm designing an API, this data structure needs be able to covert to and from JSON. I also want to be able to copy the structure into and out of the data store without having to worry about the borrow checker. 98 | 99 | To accomplish this, I'll add a derive statement to use a couple of the macros from the Serde library and a couple from Rust. 100 | 101 | ```rust 102 | use serde::{Deserialize, Serialize}; 103 | 104 | #[derive(Clone, Debug, Deserialize, Serialize)] 105 | pub struct Customer { 106 | pub guid: String, 107 | pub first_name: String, 108 | pub last_name: String, 109 | pub email: String, 110 | pub address: String, 111 | } 112 | ``` 113 | 114 | #### Database 115 | 116 | The database for this example API will be an in-memory database that is a vector of the the `Customer` model. However, the data store will need to be shared across multiple routes, so we can use Rust's [`Arc`](https://doc.rust-lang.org/std/sync/struct.Arc.html) smart pointer along with a [`Mutex`](https://doc.rust-lang.org/std/sync/struct.Mutex.html) to allow for thread safety. 117 | 118 | First, update `main.rs` with a new module called `db`: 119 | 120 | ```rust 121 | mod db; 122 | mod models; 123 | 124 | fn main() { 125 | // ... 126 | } 127 | ``` 128 | 129 | Then create a new file called `db.rs`. 130 | 131 | There are a few things to do in this file, but the first thing to do is to define what the data store will look like. 132 | 133 | A simple data store is just a vector of `Customer` structs, but it needs to be wrapped in a thread safe reference to be able to use multiple references of the data store in multiple asynchronous handlers. 134 | 135 | Add the following to `db.rs`: 136 | 137 | ```rust 138 | use std::sync::Arc; 139 | use tokio::sync::Mutex; 140 | 141 | use crate::models::Customer; 142 | 143 | pub type Db = Arc>>; 144 | ``` 145 | 146 | Now that we have defined the structure of the data store, we need a way to initialize the data store. Initializing the data store has two outcomes, either an empty data store or a data store loaded with data from a data file. 147 | 148 | An empty store is rather straight forward. 149 | 150 | ```rust 151 | pub fn init_db() -> Db { 152 | Arc::new(Mutex::new(Vec::new())) 153 | } 154 | ``` 155 | 156 | But in order to load data from a file, we need to add another dependency. 157 | 158 | Add the following to the `Cargo.toml` file: 159 | 160 | ```toml 161 | serde_json = "1.0" 162 | ``` 163 | 164 | Now we can update `db.rs` with the following: 165 | 166 | ```rust 167 | use std::fs::File; 168 | use serde_json::from_reader; 169 | 170 | pub fn init_db() -> Db { 171 | let file = File::open("./data/customers.json"); 172 | match file => { 173 | Ok(json) => { 174 | let customers = from_reader(json).unwrap(); 175 | Arc::new(Mutex::new(customers)) 176 | }, 177 | Err(_) => { 178 | Arc::new(Mutex::new(Vec::new())) 179 | } 180 | } 181 | } 182 | ``` 183 | 184 | This function attempts to read from the file at `./data/customers.json`. If it is successful, the function returns a data store loaded with the customer data, else it returns an empty vector. 185 | 186 | The `db.rs` should look like this now: 187 | 188 | ```rust 189 | use std::fs::File; 190 | use std::sync::Arc; 191 | 192 | use serde_json::from_reader; 193 | use tokio::sync::Mutex; 194 | 195 | use crate::models::Customer; 196 | 197 | pub type Db = Arc>>; 198 | 199 | pub fn init_db() -> Db { 200 | let file = File::open("./data/customers.json"); 201 | match file { 202 | Ok(json) => { 203 | let customers = from_reader(json).unwrap(); 204 | Arc::new(Mutex::new(customers)) 205 | }, 206 | Err(_) => { 207 | Arc::new(Mutex::new(Vec::new())) 208 | } 209 | } 210 | } 211 | ``` 212 | 213 | #### Handlers 214 | 215 | At this point we have the models and the database setup. Now we need a way to tie them together. That's were the handlers come in. 216 | 217 | First lets define a new module in `main.rs` and create a new file called `handlers.rs`. 218 | 219 | ```rust 220 | mod handlers; 221 | ``` 222 | 223 | We also need to add a couple of imports. In the `handlers.rs` file add the following: 224 | 225 | ```rust 226 | use std::convert::Infallible; 227 | use warp; 228 | 229 | use crate::models::Customer; 230 | use crate::db::Db; 231 | ``` 232 | 233 | This snippet makes the `Customer` model and `Db` type we have defined in the other modules available in the `handlers` module. It also imports the root `warp` module and the [`Infallible`](https://doc.rust-lang.org/std/convert/enum.Infallible.html) enum, which is the error type for errors that can never happen. 234 | 235 | Now as a reminder, here are the handlers we want to implement: 236 | 237 | - list_customers -> return a list all customers in database 238 | - create_customer -> create a new customer and add it to the - database 239 | - get_customer -> return the details of a single customer 240 | - update_customer -> update the details of a single customer 241 | - delete_customer -> delete a customer from the database 242 | 243 | ##### List Customers 244 | 245 | The `list_customers` handler will take a reference to the data store as an argument and return a `Result` type that wraps a JSON response. 246 | 247 | The function definition will look like this: 248 | 249 | ```rust 250 | pub async fn list_customers(db: Db) -> Result { 251 | // ... 252 | } 253 | ``` 254 | 255 | For the function body, we need to get the customer list out of the data store and return it as a JSON object. For convenience, `warp` provides a reply method that will convert a vector to a json object. 256 | 257 | Update the function with the following: 258 | 259 | ```rust 260 | pub async fn list_customers(db: Db) -> Result { 261 | let customers = db.lock().await; 262 | let customers: Vec = customers.clone(); 263 | Ok(warp::reply::json(&customers)) 264 | } 265 | ``` 266 | 267 | The line `let customers = db.lock().await;` causes the the current task to yield until a lock can be acquired and the data store can be referenced safely. 268 | 269 | The line `let customers: Vec = customers.clone()` takes the inner vector out of the `MutexGuard`. 270 | 271 | The last line `Ok(warp::reply::json(&customers))` wraps a JSON reply in a `Ok` variant of the `Result` type. 272 | 273 | ##### Create Customer 274 | 275 | The `create_customer` handler will take a `Customer` object and a reference to the data store as an argument and return a created status code if the new customer is added to the customer list or a bad request code if the customer already exists. 276 | 277 | Before we get to the function, we need to update the warp import statement to allow the use of status codes. 278 | 279 | In `handlers.rs`, change the line `use warp;` to the following: 280 | 281 | ```rust 282 | use warp::{self, http::StatusCode}; 283 | ``` 284 | 285 | This will allow the use of `StatusCode` enum as a response. 286 | 287 | The function definition will be similar to the `list_customers` handler, so we can just jump into the full definition. 288 | 289 | ```rust 290 | pub async fn create_customer(new_customer: Customer, db: Db) -> Result { 291 | let mut customers = db.lock().await; 292 | 293 | for customer in customers.iter() { 294 | if customer.guid == new_customer.guid { 295 | return Ok(StatusCode::BAD_REQUEST) 296 | } 297 | } 298 | 299 | customers.push(new_customers); 300 | 301 | Ok(StatusCode::Created) 302 | } 303 | ``` 304 | 305 | ##### Get Customer 306 | 307 | The `get_customer` handler will take a guid and a data store reference as a parameter returns a JSON object of the customer if it is found else it returns a default customer. 308 | 309 | Before we write this implementation, we need to add one macro to the `Customer` struct. Update the `Customer` struct in `models.rs` to the following: 310 | 311 | ```rust 312 | #[derive(Clone, Debug, Default, Deserialize, Serialize)] 313 | pub struct Customer { 314 | pub guid: String, 315 | pub first_name: String, 316 | pub last_name: String, 317 | pub email: String, 318 | pub address: String, 319 | } 320 | ``` 321 | 322 | The function definition looks like this: 323 | 324 | ```rust 325 | pub async fn get_customer(guid: String, db: Db) -> Result, Infallible> { 326 | 327 | } 328 | ``` 329 | 330 | The return type is a little different than the other functions. The reason is that we need to be able to return either a JSON object or a status code that indicates a not found error. Since `warp::reply::json()` and `StatusCode` implement the `warp::Reply` trait, we can use [dynamic dispatching](https://doc.rust-lang.org/1.8.0/book/trait-objects.html) to return the appropriate type. 331 | 332 | With the proper return type, our function body is fairly straightforward: 333 | 334 | ```rust 335 | pub async fn get_customer(guid: String, db: Db) -> Result, Infallible> { 336 | let customers = db.lock().await; 337 | 338 | for customer in customers.iter() { 339 | if customer.guid == guid { 340 | return Ok(Box::new(warp::reply::json(customer))) 341 | } 342 | } 343 | 344 | Ok(Box::new(StatusCode::NOT_FOUND)) 345 | } 346 | ``` 347 | 348 | ##### Update Customer 349 | 350 | The `update_customer` handler will take a customer and a data store reference as an argument and returns a status code of OK if the customer is found and updated or NOT FOUND if the customer is not in the data store. 351 | 352 | The function should look like this: 353 | 354 | ```rust 355 | pub async fn update_customer(updated_customer: Customer, db: Db) -> Result { 356 | let mut customers = db.lock().await; 357 | 358 | for customer in customers.iter_mut() { 359 | if customer.guid == updated_customer.guid { 360 | *customer = updated_customer; 361 | return Ok(StatusCode::OK); 362 | } 363 | } 364 | 365 | Ok(StatusCode::NOT_FOUND) 366 | } 367 | ``` 368 | 369 | ##### Delete Customer 370 | 371 | The `delete_customer` handler will take a guid and a reference to the data store as an argument. The function will remove the customer with a matching guid and return a NO CONTENT status code. If a match is not found then it will return a NOT FOUND status code. 372 | 373 | The function should look something like this: 374 | 375 | ```rust 376 | pub async fn delete_customer(guid: String, db: Db) -> Result { 377 | let mut customers = db.lock().await; 378 | 379 | let customer_count = customers.len(); 380 | 381 | customers.retain(|customer| { 382 | customer.guid != guid 383 | }); 384 | 385 | let deleted = customers.len() != customer_count; 386 | if deleted { 387 | Ok(StatusCode::NO_CONTENT) 388 | } else { 389 | Ok(StatusCode::NOT_FOUND) 390 | } 391 | } 392 | ``` 393 | 394 | #### Routes 395 | 396 | We now have all the handler functions implemented. Next we need to piece together the routes that will call the handlers. 397 | 398 | In `main.rs`, define another module: 399 | 400 | ```rust 401 | mod routes; 402 | ``` 403 | 404 | Then we create a file called `routes.rs` in the `src` directory and add the following: 405 | 406 | ```rust 407 | use std::convert::Infallible; 408 | use warp::{self, Filter}; 409 | 410 | use crate::db::Db; 411 | use crate::handlers; 412 | use crate::models::Customer; 413 | ``` 414 | 415 | First we need a helper function to pass a reference of the data store into the handlers from the routes. 416 | 417 | Add the following to `routes.rs`: 418 | 419 | ```rust 420 | fn with_db(db: Db) -> impl Filter { 421 | warp::any().map(move || db.clone()) 422 | } 423 | ``` 424 | 425 | This function allows the data store be injected into the route and passed along into the handler. `Filter` is a trait in the warp library. The `Filter` trait provides functionality to compose routes that are the result of one or more `Filter` methods. This will make more sense with an example. 426 | 427 | Just for a reminder, here are the routes we need to define: 428 | 429 | ``` 430 | /customers 431 | - GET -> list all customers in data store 432 | - POST -> create new customer and insert into data store 433 | /customers/{guid} 434 | - GET -> list info for a customer 435 | - POST -> update information for a customer 436 | - DELETE -> remove customer from data store 437 | ``` 438 | 439 | ##### GET /customers 440 | 441 | The first route will simply get all customers in the data store. Add the following to the `routes.rs`: 442 | 443 | ```rust 444 | pub fn customers_list(db: Db) -> impl Filter + Clone { 445 | warp::path("customers") 446 | .and(warp::get()) 447 | .and(with_db(db)) 448 | .and_then(handlers::list_customers) 449 | } 450 | ``` 451 | 452 | The function returns a type that implements the `Filter` trait. The `Extract` is used when a match occurs and the value of the `Extract` is returned. 453 | 454 | Basically the function is defining a route that matches when the requested path is "/customers" and it is a GET request. 455 | 456 | Also, to save some work for later, I'll implement another function that will serve as a wrapper for all the customer routes. It will make it easier later when we hook everything together. 457 | 458 | So add the following to `routes.rs`: 459 | 460 | ```rust 461 | pub fn customer_routes(db: Db) -> impl Filter + Clone { 462 | customers_list(db.clone()) 463 | } 464 | ``` 465 | 466 | ##### POST /customers 467 | 468 | This route will add a new customer to the data store if it doesn't already exist. 469 | 470 | One thing to add before we add the function for the route is a helper function to extract the JSON from the POST request body. 471 | 472 | Add the following to `routes.rs`: 473 | 474 | ```rust 475 | fn json_body() -> impl Filter + Clone { 476 | warp::body::content_length_limit(1024 * 16) 477 | .and(warp::body::json()) 478 | } 479 | ``` 480 | 481 | The function will be very similar to `customers_list` except for the handler. Add the following to `routes.rs`: 482 | 483 | ```rust 484 | pub fn create_customer( 485 | db: Db, 486 | ) -> impl Filter + Clone { 487 | warp::path("customers") 488 | .and(warp::post()) 489 | .and(json_body()) 490 | .and(with_db(db)) 491 | .and_then(handlers::create_customer) 492 | } 493 | ``` 494 | 495 | This function defines a route the matches when the path is "/customers" and it is a post request. Then the JSON from the post request and the data store reference is extracted and passed in to the handler. 496 | 497 | ##### GET /customers/{guid} 498 | 499 | This route will attempt to retrieve a single customer from the data store. 500 | 501 | This route function will introduce the `path!` macro from `warp`. This macro enables us to create a path with a variable. 502 | 503 | Add the following to `routes.rs`: 504 | 505 | ```rust 506 | pub fn get_customer( 507 | db: Db, 508 | ) -> impl Filter + Clone { 509 | warp::path!("customers" / String) 510 | .and(warp::get()) 511 | .and(with_db(db)) 512 | .and_then(handlers::get_customer) 513 | } 514 | ``` 515 | 516 | This defines a route the will match on "customers/{some string value} and a GET request. It then extracts the data store and passes it into the handler. 517 | 518 | One thing to consider for routes is that the most specific route should be checked first otherwise a route may not be matched. 519 | 520 | For example if the helper function for the routes is updated to this: 521 | 522 | ```rust 523 | pub fn customer_routes( 524 | db: Db, 525 | ) -> impl Filter + Clone { 526 | customers_list(db.clone()) 527 | .or(create_customer(db.clone())) 528 | .or(get_customer(db.clone())) 529 | } 530 | ``` 531 | 532 | The `get_customer` route will never match because the share a common root path - "/customers" - which means the customer list route will match "/customers" and "/customers/{guid}". 533 | 534 | To fix the mismatch issue, arrange the route so the most specific match is first. Like this: 535 | 536 | ```rust 537 | pub fn customer_routes( 538 | db: Db, 539 | ) -> impl Filter + Clone { 540 | get_customer(db.clone()) 541 | .or(customers_list(db.clone())) 542 | .or(create_customer(db.clone())) 543 | } 544 | ``` 545 | 546 | ##### PUT /customers/{guid} 547 | 548 | This route will attempt to update a customer if it exists and return an OK status code, otherwise a NOT FOUND status code is returned. 549 | 550 | The route will look similar to the create customer route but it will match a different path. Add the following to `routes.rs`: 551 | 552 | ```rust 553 | pub fn update_customer( 554 | db: Db, 555 | ) -> impl Filter + Clone { 556 | warp::path!("customers" / String) 557 | .and(warp::put()) 558 | .and(json_body()) 559 | .and(with_db(db)) 560 | .and_then(handlers::update_customer) 561 | } 562 | ``` 563 | 564 | Then update the customer route wrapper: 565 | 566 | ```rust 567 | pub fn customer_routes( 568 | db: Db, 569 | ) -> impl Filter + Clone { 570 | get_customer(db.clone()) 571 | .or(update_customer(db.clone())) 572 | .or(create_customer(db.clone())) 573 | .or(customers_list(db)) 574 | } 575 | ``` 576 | 577 | ##### DELETE /customers/{guid} 578 | 579 | The last route simply deletes a customer from the data store if it matches the given guid and then returns a NO CONTENT status code, otherwise a NOT FOUND status code is returned. 580 | 581 | Add the following to `routes.rs`: 582 | 583 | ```rust 584 | fn delete_customer( 585 | db: Db 586 | ) -> impl Filter + Clone { 587 | warp::path!("customers" / String) 588 | .and(warp::delete()) 589 | .and(with_db(db)) 590 | .and_then(handlers::delete_customer) 591 | } 592 | ``` 593 | 594 | And then update the customer route wrapper: 595 | 596 | ```rust 597 | pub fn customer_routes( 598 | db: Db, 599 | ) -> impl Filter + Clone { 600 | get_customer(db.clone()) 601 | .or(update_customer(db.clone())) 602 | .or(delete_customer(db.clone())) 603 | .or(create_customer(db.clone())) 604 | .or(customers_list(db)) 605 | } 606 | ``` 607 | 608 | This finishes up all the routes. Now we can move on to tying everything together. 609 | 610 | #### Main 611 | 612 | The `main.rs` will pull all of the pieces together. It will initialize the data store, get all the routes, and start the server. It's also fairly short file, so I'll just show the whole thing: 613 | 614 | ```rust 615 | use warp; 616 | 617 | mod db; 618 | mod handlers; 619 | mod models; 620 | mod routes; 621 | 622 | #[tokio::main] 623 | async fn main() { 624 | let db = db::init_db(); 625 | let customer_routes = routes::customer_routes(db); 626 | 627 | warp::serve(customer_routes) 628 | .run(([127, 0, 0, 1], 3000)) 629 | .await; 630 | } 631 | ``` 632 | 633 | We've already seen the first few lines, so lets go through the main function. 634 | 635 | The function attribute `#[tokio::main]` sets the entry point for the `tokio` runtime. This allows us to declare the `main` function as `async`. 636 | 637 | The first two lines of `main` are just calling functions from our modules. The first initializes the data store and the second gets our customer routes wrapper. 638 | 639 | The last line uses `warp::server` to create a server and then `run` to start the server on the provided host and port. We use the `await` keyword to yield until the `run` function is finished. 640 | 641 | ### Review 642 | 643 | This completes a simple API using Rust and the Warp framework. There are improvements that can be made however. 644 | 645 | Here are a couple of ideas: 646 | 647 | - Testing can be added to confirm that the endpoints are behaving as expected 648 | - Functionality can be added to the `db` module to allow for saving the data store by overwriting the JSON file. 649 | - The simple data store could be replaced with an actual database like PostgreSQL or even MongoDB. 650 | - Also, when the server is stopped using an interrupt signal from the command line, an error is thrown. 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{"guid":"014c520a-c94d-4ff5-84ac-2dbd99a8f31e","first_name":"Moishe","last_name":"Kittless","email":"mkittlessl0@arizona.edu","address":"57739 Knutson Court"}, 758 | {"guid":"0896734e-08b3-466d-bde9-2cf189cf5cf6","first_name":"Debor","last_name":"Mitchely","email":"dmitchelyl1@wired.com","address":"437 1st Trail"}, 759 | {"guid":"8fe166b2-e701-46db-b1c9-f3ff8d437516","first_name":"Griffie","last_name":"Fishlock","email":"gfishlockl2@hubpages.com","address":"56 Steensland Junction"}, 760 | {"guid":"147db647-b1ec-44dc-aca1-a7e9155581f8","first_name":"Anabelle","last_name":"Caghan","email":"acaghanl3@yolasite.com","address":"67 Burning Wood Lane"}, 761 | {"guid":"c704dbdc-028a-4a74-a40d-ea97e9a89f8d","first_name":"Jacquetta","last_name":"Berridge","email":"jberridgel4@paypal.com","address":"66 Dexter Circle"}, 762 | {"guid":"346e9350-7ddb-4558-ae06-dc81c652ec15","first_name":"Rosemaria","last_name":"Cruden","email":"rcrudenl5@ow.ly","address":"2 Prairieview Court"}, 763 | {"guid":"0c1b891c-de62-4288-8884-0712e6339d75","first_name":"Paulita","last_name":"Clotworthy","email":"pclotworthyl6@baidu.com","address":"691 Utah Drive"}, 764 | {"guid":"6d30b427-a7f7-42b6-a584-f78c4d2e2c1f","first_name":"Evania","last_name":"Broune","email":"ebrounel7@nymag.com","address":"9907 Grasskamp Point"}, 765 | {"guid":"c312b1a9-c3ab-40a4-a71d-a31fe8071aaa","first_name":"Brunhilda","last_name":"Franc","email":"bfrancl8@twitpic.com","address":"56 Colorado Plaza"}, 766 | {"guid":"f66bd1bc-3f0f-40fd-9ddb-97c406627430","first_name":"Cristin","last_name":"Wankel","email":"cwankell9@blog.com","address":"2211 High Crossing Street"}, 767 | {"guid":"f0b482f6-9017-41c3-88ee-e6b8a2f661e4","first_name":"Kerwin","last_name":"Iacomo","email":"kiacomola@netlog.com","address":"71320 Clemons Junction"}, 768 | {"guid":"900fb157-56be-4344-b1a7-1864be75db81","first_name":"Smith","last_name":"Shillom","email":"sshillomlb@patch.com","address":"6 Beilfuss Circle"}, 769 | {"guid":"96099d97-eecf-40f0-a0f5-8d61b2b54719","first_name":"Jesus","last_name":"Loalday","email":"jloaldaylc@ox.ac.uk","address":"65 Green Ridge Center"}, 770 | {"guid":"4c05fc9c-4407-4895-8641-437096b6ebc9","first_name":"Daisi","last_name":"Chazette","email":"dchazetteld@opera.com","address":"87800 Village Pass"}, 771 | {"guid":"c1389186-698a-4a69-8cba-32f3350036ea","first_name":"Aviva","last_name":"Washbrook","email":"awashbrookle@wikimedia.org","address":"4 Service Point"}, 772 | {"guid":"d8d23dee-bb9c-427c-a56f-74c543f32ac4","first_name":"Keane","last_name":"Bailles","email":"kbailleslf@jigsy.com","address":"295 Riverside Place"}, 773 | {"guid":"d12de63e-6cd5-4ed3-8136-e249dfee43c8","first_name":"Tobiah","last_name":"McCaughey","email":"tmccaugheylg@epa.gov","address":"4 Vahlen Lane"}, 774 | {"guid":"0f9d1277-b2d5-4dd8-9d06-7bb146d85482","first_name":"Goldy","last_name":"Cowan","email":"gcowanlh@addthis.com","address":"9 Blaine Way"}, 775 | {"guid":"95ac1407-b299-44f4-b365-ed86e19ff3c2","first_name":"Linn","last_name":"Pool","email":"lpoolli@spotify.com","address":"8509 Heath Parkway"}, 776 | {"guid":"d23f89a7-849b-44f0-b993-998ad8f66e43","first_name":"Naomi","last_name":"Diche","email":"ndichelj@addthis.com","address":"40495 Meadow Ridge Center"}, 777 | {"guid":"08efae41-5407-485d-aa07-ca96d6008e1f","first_name":"Natale","last_name":"Witherden","email":"nwitherdenlk@harvard.edu","address":"978 Pepper Wood Park"}, 778 | {"guid":"b6608b08-e177-4a12-86dd-68aa170faf87","first_name":"Mercedes","last_name":"Boughtflower","email":"mboughtflowerll@unc.edu","address":"44 Rigney Place"}, 779 | {"guid":"196dbeb0-71b1-4cd3-ae79-010ecec6df33","first_name":"Helenka","last_name":"Alvarado","email":"halvaradolm@ca.gov","address":"771 Merrick Drive"}, 780 | {"guid":"671bf307-6b10-454e-8909-1245023cd5f5","first_name":"Amargo","last_name":"Barriball","email":"abarriballln@disqus.com","address":"00 Jenna Center"}, 781 | {"guid":"f20efe78-b521-47fb-8da3-2a35660c5d7e","first_name":"Raymund","last_name":"Davitt","email":"rdavittlo@slate.com","address":"08 Merchant Terrace"}, 782 | {"guid":"b7777c2c-6118-4650-b325-137db0252a81","first_name":"Far","last_name":"Linklater","email":"flinklaterlp@e-recht24.de","address":"5 North Hill"}, 783 | {"guid":"60f7e6ac-d373-4b0a-bec4-d73d992e9da3","first_name":"Lucila","last_name":"Tollmache","email":"ltollmachelq@ebay.co.uk","address":"94 6th Place"}, 784 | {"guid":"7e98997a-97fc-4ddc-bd93-8c83fa880940","first_name":"Thatcher","last_name":"Vaune","email":"tvaunelr@zdnet.com","address":"675 Bartillon Trail"}, 785 | {"guid":"32f5af9a-5613-49db-bc3a-3c58364bac79","first_name":"Austine","last_name":"Teague","email":"ateaguels@dailymail.co.uk","address":"999 Fairfield Junction"}, 786 | {"guid":"0857e1d0-114b-44c9-a598-852e77d3ba25","first_name":"Boony","last_name":"Gue","email":"bguelt@archive.org","address":"45 Green Crossing"}, 787 | 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{"guid":"dbc1a6e2-b3d3-40da-8ee3-c736ee37603e","first_name":"Briggs","last_name":"Pherps","email":"bpherpsm0@epa.gov","address":"16393 Bluestem Court"}, 794 | {"guid":"be7a9d9b-bbe9-4b2f-b649-0287f75c65fb","first_name":"Sloane","last_name":"Balham","email":"sbalhamm1@eventbrite.com","address":"59 Lillian Lane"}, 795 | {"guid":"77041ce8-89ba-46c1-af8f-8e2544bcf04d","first_name":"Sergeant","last_name":"Allsworth","email":"sallsworthm2@drupal.org","address":"8997 Schurz Park"}, 796 | {"guid":"b0d0b61f-779a-46b1-8e40-6917658baaea","first_name":"Emerson","last_name":"Lilburn","email":"elilburnm3@sun.com","address":"39 Granby Alley"}, 797 | {"guid":"538f7a96-9edc-4b2f-91aa-a8b9c7676367","first_name":"Kerk","last_name":"Anger","email":"kangerm4@reuters.com","address":"6914 Autumn Leaf Avenue"}, 798 | {"guid":"4b7a5d0d-f4ca-4723-98b1-51374432393d","first_name":"Quinton","last_name":"Hardistry","email":"qhardistrym5@telegraph.co.uk","address":"39 Pawling Park"}, 799 | 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{"guid":"424039e5-9b7f-4954-8d7c-3c2be7c3b4b3","first_name":"Lauryn","last_name":"Niemetz","email":"lniemetzpo@360.cn","address":"19418 Shelley Lane"}, 926 | {"guid":"37589be6-4598-43f6-8560-e12f97b8c64a","first_name":"Missy","last_name":"Puddin","email":"mpuddinpp@accuweather.com","address":"3 Gateway Place"}, 927 | {"guid":"68c8e05f-3e84-4253-ab48-58cab9a12cdb","first_name":"Jayne","last_name":"Henniger","email":"jhennigerpq@google.nl","address":"42 Granby Hill"}, 928 | {"guid":"b0740f0a-0ef9-4147-8b6c-294ca598e4eb","first_name":"Sherm","last_name":"Patemore","email":"spatemorepr@china.com.cn","address":"31 Lunder Park"}, 929 | {"guid":"4aaf8926-681e-4b5a-8f5c-1e3d2542f675","first_name":"Aurthur","last_name":"Reckhouse","email":"areckhouseps@amazon.co.jp","address":"3870 Dawn Terrace"}, 930 | {"guid":"2cb88393-c8ff-4923-8f3e-09aeffeaf3af","first_name":"Arvie","last_name":"Lemary","email":"alemarypt@cnet.com","address":"35 Clemons Avenue"}, 931 | {"guid":"76d185f9-8f18-4774-8d4e-1491497aa15b","first_name":"Ramsey","last_name":"Hasely","email":"rhaselypu@google.ca","address":"6886 Crescent Oaks Circle"}, 932 | {"guid":"eba74e8c-da7c-4d46-b7bc-c2acab275542","first_name":"Forbes","last_name":"Angrave","email":"fangravepv@wordpress.com","address":"57 Gateway Trail"}, 933 | {"guid":"997f5acf-eeda-4331-b095-091658e3f6fb","first_name":"Alberta","last_name":"Quested","email":"aquestedpw@bloglines.com","address":"5740 Fair Oaks Road"}, 934 | {"guid":"2be6bf74-e7a0-4f25-ae65-dc7d4dcef37c","first_name":"Jillene","last_name":"Ballin","email":"jballinpx@harvard.edu","address":"6 Center Avenue"}, 935 | {"guid":"b51ef189-1b8d-4471-9cef-0370228d6669","first_name":"Rudd","last_name":"Castelin","email":"rcastelinpy@time.com","address":"06788 Clove Parkway"}, 936 | {"guid":"9ffddb65-7f0c-47d9-bdd7-1f8bc6f244aa","first_name":"Rorie","last_name":"Hagland","email":"rhaglandpz@msn.com","address":"1 Norway Maple Road"}, 937 | {"guid":"d9980938-6d99-4344-90de-1e3bf50d26b4","first_name":"Terry","last_name":"Brotherick","email":"tbrotherickq0@4shared.com","address":"601 Mallory Drive"}, 938 | {"guid":"0564b421-adcc-4b6e-9e51-240bf307c6a9","first_name":"Marylee","last_name":"Boyett","email":"mboyettq1@pen.io","address":"45 Oneill Crossing"}, 939 | {"guid":"59e924f4-793a-4706-a94b-482e1ffc9976","first_name":"Yoshiko","last_name":"Kinnie","email":"ykinnieq2@bloglines.com","address":"398 Fuller Trail"}, 940 | {"guid":"0472459e-18f4-4314-9866-a421c9778491","first_name":"Georgina","last_name":"Boxer","email":"gboxerq3@google.cn","address":"2 Truax Place"}, 941 | {"guid":"8f4bdf71-af05-4131-a784-8f26afc849c8","first_name":"Eustacia","last_name":"Lack","email":"elackq4@ox.ac.uk","address":"27 Warbler Circle"}, 942 | {"guid":"0eeab0b9-5fd6-4efb-9b65-397b5c09bee0","first_name":"Charlena","last_name":"De Biaggi","email":"cdebiaggiq5@shop-pro.jp","address":"00288 Morningstar Trail"}, 943 | {"guid":"ff7f73e3-e6c7-48ef-890d-beeb37fca1fd","first_name":"Sydel","last_name":"Lassen","email":"slassenq6@disqus.com","address":"38550 Old Shore Park"}, 944 | {"guid":"8b62ab16-b673-4a3f-9caa-8017d303e3fa","first_name":"Mirelle","last_name":"Bownd","email":"mbowndq7@biblegateway.com","address":"325 John Wall Junction"}, 945 | {"guid":"5f3ca270-895d-4cc5-9fc5-ac767289e4a4","first_name":"Rolf","last_name":"Covey","email":"rcoveyq8@epa.gov","address":"4 Maywood Plaza"}, 946 | {"guid":"ed879e12-fd71-458d-8bd2-048f1b88aa59","first_name":"Fallon","last_name":"Swafield","email":"fswafieldq9@guardian.co.uk","address":"69815 Pleasure Court"}, 947 | {"guid":"b2dee71e-4fe1-4bc3-8ce6-f62c7b716f9a","first_name":"Glendon","last_name":"Becker","email":"gbeckerqa@usgs.gov","address":"7694 Dixon Way"}, 948 | {"guid":"9812f76b-6939-463f-8fac-66910c894097","first_name":"Oates","last_name":"McArdell","email":"omcardellqb@go.com","address":"8366 Straubel Crossing"}, 949 | {"guid":"3f00d218-9aa1-4c65-817c-e0630e454e42","first_name":"Larry","last_name":"Eve","email":"leveqc@eepurl.com","address":"2 Coolidge Street"}, 950 | {"guid":"48cc4cad-fc60-490d-a6ec-f58afda49e4c","first_name":"Even","last_name":"Coundley","email":"ecoundleyqd@desdev.cn","address":"5 Corscot Terrace"}, 951 | {"guid":"9c5e4654-2169-422a-9b68-22dd27454bd0","first_name":"Kat","last_name":"Anderbrugge","email":"kanderbruggeqe@imgur.com","address":"83 Randy Road"}, 952 | {"guid":"f72fa412-7a17-440d-91c2-6e04b97a369f","first_name":"Godfrey","last_name":"Hambribe","email":"ghambribeqf@sfgate.com","address":"743 Union Crossing"}, 953 | {"guid":"3de7793d-5fff-4c0e-a1f4-69345c19bc3f","first_name":"Norry","last_name":"Bougourd","email":"nbougourdqg@answers.com","address":"7974 Darwin Lane"}, 954 | {"guid":"5a57de9c-1670-4a9d-8672-a8bd8d50810c","first_name":"Julianne","last_name":"Stranio","email":"jstranioqh@nationalgeographic.com","address":"977 Hanover Road"}, 955 | {"guid":"bb2cfdf0-296b-4820-b212-70a9ad4b1a20","first_name":"Ezmeralda","last_name":"Pygott","email":"epygottqi@hhs.gov","address":"03936 Park Meadow Road"}, 956 | {"guid":"55a1ed4d-aeb2-43b7-b800-91042bb3211e","first_name":"Siegfried","last_name":"Liebrecht","email":"sliebrechtqj@globo.com","address":"33 Bluestem Center"}, 957 | {"guid":"6138800f-aae7-47e2-bb21-ff3c82b1aa0c","first_name":"Kinnie","last_name":"Hought","email":"khoughtqk@joomla.org","address":"64913 Dennis Terrace"}, 958 | {"guid":"f2c65f13-33db-4d59-827d-90d8a2921364","first_name":"Berk","last_name":"Polleye","email":"bpolleyeql@hibu.com","address":"2039 Redwing Center"}, 959 | {"guid":"6f52f154-3525-4156-9a0b-2ecc0fe4dfce","first_name":"Harlie","last_name":"Leftly","email":"hleftlyqm@independent.co.uk","address":"1 Rigney Terrace"}, 960 | {"guid":"375fa2ba-7d7a-4ade-939b-47dc59008475","first_name":"Lauri","last_name":"Farlambe","email":"lfarlambeqn@cdbaby.com","address":"49 Westend Junction"}, 961 | {"guid":"694337d5-b70a-4da8-9089-ff361c508f8c","first_name":"Dirk","last_name":"Capner","email":"dcapnerqo@xrea.com","address":"5 Almo Center"}, 962 | {"guid":"7e31e435-936c-4d88-97bf-5f2f81623503","first_name":"Renee","last_name":"Dobkin","email":"rdobkinqp@shareasale.com","address":"47 Northview Parkway"}, 963 | {"guid":"30fdfd7c-4f70-4992-8242-cac7d84ece63","first_name":"Heinrick","last_name":"Pond-Jones","email":"hpondjonesqq@state.tx.us","address":"222 Towne Street"}, 964 | {"guid":"64e7c2cb-5886-4bbe-a5b8-0c2d31cb9085","first_name":"Antonia","last_name":"Hatwell","email":"ahatwellqr@baidu.com","address":"87 Vera Place"}, 965 | {"guid":"d203f546-57d1-468f-bd69-850175d6d7c0","first_name":"Ettore","last_name":"McCaster","email":"emccasterqs@ovh.net","address":"1163 Fremont Center"}, 966 | {"guid":"9c61ee4e-833c-487b-90db-65953400df7f","first_name":"Yelena","last_name":"Bruyett","email":"ybruyettqt@wix.com","address":"85 Farwell Street"}, 967 | {"guid":"688e0857-626e-418b-a7d7-da5a82d99a10","first_name":"Ashleigh","last_name":"McGeady","email":"amcgeadyqu@e-recht24.de","address":"18946 Sullivan Junction"}, 968 | {"guid":"84a6c9c9-7ff5-4485-bf61-9d548d5eda0f","first_name":"Franz","last_name":"Giblin","email":"fgiblinqv@netlog.com","address":"70 Scoville Drive"}, 969 | {"guid":"19dba307-a9ae-4965-8115-596e5aaf20e6","first_name":"Koral","last_name":"Thorns","email":"kthornsqw@sfgate.com","address":"9 Katie Place"}, 970 | {"guid":"c98a9ba3-df8d-4d7b-baf1-ae9bfa86ff15","first_name":"Latia","last_name":"McEniry","email":"lmceniryqx@networksolutions.com","address":"552 Morningstar Crossing"}, 971 | {"guid":"ad4839bd-c3b6-45c2-b73d-e7a68b5ea933","first_name":"Tate","last_name":"Kyles","email":"tkylesqy@yelp.com","address":"329 American Circle"}, 972 | {"guid":"0942569c-2067-4e56-92fc-ae6e7a4c6753","first_name":"Sunny","last_name":"Bruty","email":"sbrutyqz@illinois.edu","address":"18370 Merrick Trail"}, 973 | {"guid":"68cd9d17-57d1-4700-9925-33e19217e84d","first_name":"Levon","last_name":"Curry","email":"lcurryr0@mtv.com","address":"2700 Quincy Way"}, 974 | {"guid":"a8da2083-1fd8-4237-97ff-fef6b717ea87","first_name":"Malvin","last_name":"Gawthorp","email":"mgawthorpr1@cnbc.com","address":"1254 Delaware Parkway"}, 975 | {"guid":"4f15bdc5-740d-4a35-8028-cdd210f445f0","first_name":"Ruth","last_name":"Pruckner","email":"rprucknerr2@live.com","address":"3 Northview Street"}, 976 | {"guid":"01df387c-44de-49a4-952c-8bb8424eb60b","first_name":"Sander","last_name":"Marquis","email":"smarquisr3@altervista.org","address":"268 Butterfield Drive"}, 977 | {"guid":"70181ab8-a82f-4278-84b0-176026b04e41","first_name":"Chelsae","last_name":"Blitz","email":"cblitzr4@cnn.com","address":"524 Crescent Oaks Street"}, 978 | {"guid":"52170917-e528-4cec-a43e-0b49a6fa2286","first_name":"Bertie","last_name":"De Cruz","email":"bdecruzr5@deliciousdays.com","address":"2 Main Crossing"}, 979 | {"guid":"60e7461b-1211-43cc-aa5f-b9181bb43f67","first_name":"Judi","last_name":"Dolman","email":"jdolmanr6@narod.ru","address":"8 Main Plaza"}, 980 | {"guid":"b713dd9e-be48-44f8-862c-8c612f3d01a4","first_name":"Carey","last_name":"Askaw","email":"caskawr7@army.mil","address":"584 Rusk Crossing"}, 981 | {"guid":"30c71e99-74a8-4f39-b8b9-f6c218bd645c","first_name":"Dorothy","last_name":"Blum","email":"dblumr8@furl.net","address":"7334 Oak Valley Parkway"}, 982 | {"guid":"bb37c986-1092-4b61-a20f-215286bbd8cb","first_name":"Moreen","last_name":"Gasperi","email":"mgasperir9@vimeo.com","address":"68124 Bunting Avenue"}, 983 | {"guid":"ee48cf07-f02b-4001-9957-f8222b8d9407","first_name":"Rhys","last_name":"Bednell","email":"rbednellra@washingtonpost.com","address":"224 Monument Parkway"}, 984 | {"guid":"8575b384-74e6-4831-8949-6238ec1afc1f","first_name":"Joya","last_name":"Dewer","email":"jdewerrb@printfriendly.com","address":"13790 Ridge Oak Crossing"}, 985 | {"guid":"720a9e5f-4403-4616-a683-a4b05c05f1ca","first_name":"Mervin","last_name":"Mitten","email":"mmittenrc@java.com","address":"1517 Leroy Hill"}, 986 | {"guid":"bdb35a82-91e0-459b-8369-4c4111f47797","first_name":"Alison","last_name":"Baldocci","email":"abaldoccird@upenn.edu","address":"0 Calypso Center"}, 987 | {"guid":"d287e620-3fb1-4198-b679-8a3260873f2d","first_name":"Willis","last_name":"Whittlesea","email":"wwhittleseare@house.gov","address":"19054 Golf Course Point"}, 988 | {"guid":"fd30bf1a-dbd0-4c18-a1ed-09687d94f687","first_name":"Abba","last_name":"Pabst","email":"apabstrf@yahoo.com","address":"423 Chive Avenue"}, 989 | {"guid":"821cb828-6e77-44ed-9efa-5bd86aa0f37a","first_name":"Jessee","last_name":"Hammond","email":"jhammondrg@blinklist.com","address":"3092 Dakota Alley"}, 990 | {"guid":"90b0b3be-7ce9-42ed-bc6f-25be1bea97ed","first_name":"Reba","last_name":"Tugman","email":"rtugmanrh@merriam-webster.com","address":"7 Northwestern Center"}, 991 | {"guid":"c42a3af4-4615-4d67-bc5d-d3c093988327","first_name":"Stafford","last_name":"Loomes","email":"sloomesri@friendfeed.com","address":"8 Emmet Hill"}, 992 | {"guid":"330351b6-5147-45cc-ac8e-cc899dfc0c4b","first_name":"Hannah","last_name":"L'Hommeau","email":"hlhommeaurj@mashable.com","address":"170 Saint Paul Park"}, 993 | {"guid":"33590e9f-f9c1-4023-ade6-26f5815f0412","first_name":"Zea","last_name":"McKeever","email":"zmckeeverrk@fda.gov","address":"3502 Summer Ridge Center"}, 994 | {"guid":"b19b9fbd-782e-4146-a6a6-022a82063a99","first_name":"Ferdinand","last_name":"Putt","email":"fputtrl@nature.com","address":"97 Raven Road"}, 995 | {"guid":"324deb5a-f9ac-4030-99ab-9e9a2d24a660","first_name":"Sven","last_name":"Thominga","email":"sthomingarm@spotify.com","address":"23 Pine View Point"}, 996 | {"guid":"d731a065-b013-4a77-8c46-9834d4760cf9","first_name":"Katina","last_name":"Vigurs","email":"kvigursrn@nyu.edu","address":"23307 Arrowood Hill"}, 997 | {"guid":"2ee8e03e-ca17-43ed-abac-5eecd71f309c","first_name":"Andrei","last_name":"Danilchik","email":"adanilchikro@blinklist.com","address":"23608 Sutherland Center"}, 998 | {"guid":"870d564d-39df-42fd-a872-52a7015d9fe9","first_name":"Anatol","last_name":"Mc Trusty","email":"amctrustyrp@woothemes.com","address":"79690 Evergreen Junction"}, 999 | {"guid":"fcb77163-d14e-4a58-ad41-5a5715c914f7","first_name":"Moore","last_name":"Gagen","email":"mgagenrq@csmonitor.com","address":"2 Coolidge Street"}, 1000 | {"guid":"574a83a9-73b1-40c7-b484-498c8335ea31","first_name":"Dionne","last_name":"Lynagh","email":"dlynaghrr@java.com","address":"8355 Scoville Hill"}] --------------------------------------------------------------------------------