Beyond JDBC: Exploring Diverse Solutions for Database Interactions in Clojure
Using a Database with Clojure
- JDBC (Java Database Connectivity) is a standard Java API that allows Clojure, built on the Java Virtual Machine (JVM), to access various databases like MySQL, PostgreSQL, or Oracle.
- This method requires writing SQL queries directly in your Clojure code, similar to Java.
- While providing flexibility, it can be verbose and less aligned with Clojure's functional style.
Libraries:
- Several Clojure libraries simplify database interactions, offering abstractions over JDBC.
- Popular options include:
- Korma: Provides a functional approach to building and executing SQL queries.
- HikariCP: Manages database connection pools for efficient resource usage.
- HoneySQL: Allows writing SQL queries as Clojure data structures, enhancing readability and maintainability.
Other Approaches:
- Datomic: A functional database designed for Clojure, offering unique features like immutability and temporal queries.
- In-memory databases: Libraries like Clojure Data/Cache (core.cache) offer lightweight options for storing and retrieving data temporarily within your application.
Choosing the right approach depends on factors like:
- Database type: Different libraries may specialize in specific databases.
- Project requirements: Simple data access might benefit from Korma, while complex queries might favor HoneySQL.
- Developer preference: Some developers prefer the control offered by JDBC, while others value the conciseness of libraries.
Beyond Standard Approaches:
- A popular library offering an in-memory, schemaless database inspired by Datomic.
- It enables efficient querying and data manipulation with Clojure collections.
Example:
(require '[datascript :as d])
(def conn (d/create-conn nil)) ; Create an in-memory connection
(d/db conn {:name "foo" :age 30}) ; Insert data
(d/q conn [:name :age]) ; Query for all names and ages
Specter:
- A library providing a powerful DSL (Domain Specific Language) for building complex data transformations and queries.
- Useful for manipulating data from various sources, including databases.
(require '[specter :as s])
(def data [{:name "bar" :age 25} {:name "Charlie" :age 42}])
(s/select [:name (s/where :age > 30)] data) ; Filter names with age > 30
Integrant:
- A dependency injection framework that simplifies managing database connections and other application dependencies.
- It encourages modularity and improves code organization.
(require '[integrant :as ig])
(def db-config {:dbtype "h2" :dbname "my-db"})
(def db (ig/ref (-> {:factory jdbc/get-datasource}
(ig/apply db-config))))
(defn get-user [user-id]
(jdbc/query @db ["SELECT * FROM users WHERE id = ?" user-id]))
database clojure