base on A safe, extensible ORM and Query Builder for Rust [](https://diesel.rs) # A safe, extensible ORM and Query Builder for Rust [](https://github.com/diesel-rs/diesel/actions?query=workflow%3A%22CI+Tests%22+branch%3Amaster) [](https://crates.io/crates/diesel) API Documentation: [latest release](https://docs.rs/diesel) – [master branch](https://docs.diesel.rs/master/diesel/index.html) [Homepage](https://diesel.rs) Diesel gets rid of the boilerplate for database interaction and eliminates runtime errors without sacrificing performance. It takes full advantage of Rust's type system to create a low overhead query builder that "feels like Rust." Supported databases: 1. [PostgreSQL](https://docs.diesel.rs/master/diesel/pg/index.html) 2. [MySQL](https://docs.diesel.rs/master/diesel/mysql/index.html) 3. [SQLite](https://docs.diesel.rs/master/diesel/sqlite/index.html) You can configure the database backend in `Cargo.toml`: ```toml [dependencies] diesel = { version = "<version>", features = ["<postgres|mysql|sqlite>"] } ``` ## Getting Started Find our extensive Getting Started tutorial at [https://diesel.rs/guides/getting-started](https://diesel.rs/guides/getting-started). Guides on more specific features are coming soon. ## Getting help If you run into problems, Diesel has a very active Gitter room. You can come ask for help at in our [GitHub Discussions](https://github.com/diesel-rs/diesel/discussions) forum. This is also the right place to propose new features or show your applications. ## Usage ### Simple queries Simple queries are a complete breeze. Loading all users from a database: ```rust users::table.load(&mut connection) ``` Executed SQL: ```sql SELECT * FROM users; ``` Loading all the posts for a user: ``` rust Post::belonging_to(user).load(&mut connection) ``` Executed SQL: ```sql SELECT * FROM posts WHERE user_id = 1; ``` ### Complex queries Diesel's powerful query builder helps you construct queries as simple or complex as you need, at zero cost. ```rust let versions = Version::belonging_to(krate) .select(id) .order(num.desc()) .limit(5); let downloads = version_downloads .filter(date.gt(now - 90.days())) .filter(version_id.eq_any(versions)) .order(date) .load::<Download>(&mut conn)?; ``` Executed SQL: ```sql SELECT version_downloads.* WHERE date > (NOW() - '90 days') AND version_id = ANY( SELECT id FROM versions WHERE crate_id = 1 ORDER BY num DESC LIMIT 5 ) ORDER BY date ``` ### Less boilerplate Diesel codegen generates boilerplate for you. It lets you focus on your business logic, not mapping to and from SQL rows. That means you can write this: ```rust #[derive(Queryable, Selectable)] #[diesel(table_name = downloads)] pub struct Download { id: i32, version_id: i32, downloads: i32, counted: i32, date: SystemTime, } ``` Instead of this without Diesel: ```rust pub struct Download { id: i32, version_id: i32, downloads: i32, counted: i32, date: SystemTime, } impl Download { fn from_row(row: &Row) -> Download { Download { id: row.get("id"), version_id: row.get("version_id"), downloads: row.get("downloads"), counted: row.get("counted"), date: row.get("date"), } } } ``` ### Inserting data It's not just about reading data. Diesel makes it easy to use structs for new records. ```rust #[derive(Insertable)] #[diesel(table_name = users)] struct NewUser<'a> { name: &'a str, hair_color: Option<&'a str>, } let new_users = vec![ NewUser { name: "Sean", hair_color: Some("Black") }, NewUser { name: "Gordon", hair_color: None }, ]; insert_into(users) .values(&new_users) .execute(&mut connection); ``` Executed SQL: ```sql INSERT INTO users (name, hair_color) VALUES ('Sean', 'Black'), ('Gordon', DEFAULT) ``` If you need data from the rows you inserted, just change `execute` to `get_result` or `get_results`. Diesel will take care of the rest. ```rust let new_users = vec![ NewUser { name: "Sean", hair_color: Some("Black") }, NewUser { name: "Gordon", hair_color: None }, ]; let inserted_users = insert_into(users) .values(&new_users) .get_results::<User>(&mut connection); ``` Executed SQL: ```sql INSERT INTO users (name, hair_color) VALUES ('Sean', 'Black'), ('Gordon', DEFAULT) RETURNING * ``` ### Updating data Diesel's codegen can generate several ways to update a row, letting you encapsulate your logic in the way that makes sense for your app. Modifying a struct: ```rust post.published = true; post.save_changes(&mut connection); ``` One-off batch changes: ```rust update(users.filter(email.like("%@spammer.com"))) .set(banned.eq(true)) .execute(&mut connection) ``` Using a struct for encapsulation: ```rust update(Settings::belonging_to(current_user)) .set(&settings_form) .execute(&mut connection) ``` ### Raw SQL There will always be certain queries that are just easier to write as raw SQL, or can't be expressed with the query builder. Even in these cases, Diesel provides an easy to use API for writing raw SQL. ```rust #[derive(QueryableByName)] #[diesel(table_name = users)] struct User { id: i32, name: String, organization_id: i32, } // Using `include_str!` allows us to keep the SQL in a // separate file, where our editor can give us SQL specific // syntax highlighting. sql_query(include_str!("complex_users_by_organization.sql")) .bind::<Integer, _>(organization_id) .bind::<BigInt, _>(offset) .bind::<BigInt, _>(limit) .load::<User>(&mut conn)?; ``` ## Code of conduct Anyone who interacts with Diesel in any space, including but not limited to this GitHub repository, must follow our [code of conduct](https://github.com/diesel-rs/diesel/blob/master/code_of_conduct.md). ## License Licensed under either of these: * Apache License, Version 2.0, ([LICENSE-APACHE](LICENSE-APACHE) or https://www.apache.org/licenses/LICENSE-2.0) * MIT license ([LICENSE-MIT](LICENSE-MIT) or https://opensource.org/licenses/MIT) ### Contributing Before contributing, please read the [contributors guide](https://github.com/diesel-rs/diesel/blob/master/CONTRIBUTING.md) for useful information about setting up Diesel locally, coding style and common abbreviations. Unless you explicitly state otherwise, any contribution you intentionally submit for inclusion in the work, as defined in the Apache-2.0 license, shall be dual-licensed as above, without any additional terms or conditions. ", Assign "at most 3 tags" to the expected json: {"id":"2325","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"