java 16 lines · 5 steps

Killing N+1 queries with @EntityGraph in Spring

How Spring Data JPA repository methods eagerly fetch related entities in a single query using entity graphs.

Explained by highlit
1@Repository
2public interface OrderRepository extends JpaRepository<Order, Long> {
3 
4 @EntityGraph(attributePaths = {"customer", "lineItems", "lineItems.product"})
5 @Query("select o from Order o where o.status = :status")
6 List<Order> findByStatusWithDetails(@Param("status") OrderStatus status);
7 
8 @EntityGraph(attributePaths = {"customer", "lineItems"})
9 Optional<Order> findWithDetailsById(Long id);
10 
11 @EntityGraph(attributePaths = {"lineItems", "lineItems.product"})
12 Page<Order> findByCustomerId(Long customerId, Pageable pageable);
13 
14 @EntityGraph(value = "Order.withShipments", type = EntityGraph.EntityGraphType.LOAD)
15 List<Order> findByPlacedAtBetween(Instant from, Instant to);
16}
01 / 01
STEP 01

Walkthrough

Space play step click any line
Three takeaways
  1. 1@EntityGraph declares which associations to fetch eagerly per query, sidestepping the N+1 problem without changing entity mappings.
  2. 2attributePaths accepts dotted paths like lineItems.product to fetch nested associations several levels deep.
  3. 3Named entity graphs and LOAD versus FETCH types let you reuse and fine-tune eager-loading strategy across methods.

Related explainers

java
@Component
@Converter
public class EncryptedStringConverter implements AttributeConverter<String, String> {
 

Transparent column encryption in Spring & JPA

encryption aes-gcm jpa-converter
Advanced 10 steps
java
package com.acme.billing.config;
 
import org.springframework.boot.autoconfigure.condition.ConditionalOnProperty;
import org.springframework.boot.context.properties.ConfigurationProperties;

Feature-flagged beans with Spring @ConditionalOnProperty

feature-flags conditional-beans strategy-pattern
Intermediate 5 steps
java
public static Map<String, String> parseCookieHeader(String header) {
    Map<String, String> cookies = new LinkedHashMap<>();
    if (header == null || header.isBlank()) {
        return cookies;

Parsing an HTTP Cookie header in Java

string-parsing http url-decoding
Intermediate 6 steps
java
public class TimedSocketReader {
 
    private static final int READ_TIMEOUT_MS = 5_000;
    private static final int CONNECT_TIMEOUT_MS = 3_000;

Reading a socket with connect and read timeouts

sockets timeouts io
Intermediate 8 steps
java
public final class EncodingDetector {
 
    public enum Encoding {
        UTF_8, UTF_16LE, UTF_16BE, UTF_32LE, UTF_32BE, ASCII, UNKNOWN

Detecting text encoding from raw bytes in Java

byte-manipulation encoding-detection bitwise-operations
Intermediate 8 steps
java
public final class ImportOrganizer {
 
    private static final Pattern IMPORT_LINE =
            Pattern.compile("^import\\s+(static\\s+)?([\\w.]+(?:\\.\\*)?)\\s*;\\s*$");

Sorting Java imports with a regex pass

regex sorting text-processing
Intermediate 8 steps

Share this explainer

Here's the card — post it anywhere.

Killing N+1 queries with @EntityGraph in Spring — share card
Made with highlit — turn any snippet into a walkthrough like this in about a minute.
Explain your code