Logs

Complete Code

The end result of the code developed in this document can be found in the GitHub monorepo springboot-demo-projects, under the tag logs.

How Spring Boot Logs

In Spring Boot, SLF4J and Logback work together to provide a logging setup.

SLF4J = Simple Logging Facade for Java. Think of it as a logging API (an abstraction layer). Your application code talks to SLF4J, not directly to a specific logging implementation. This is brilliant because it decouples your code from how logs are written.
Logback = The actual logging implementation (the engine that does the heavy lifting). It's the default logging backend that SLF4J uses in a Spring Boot application.

Even though Spring Boot includes SLF4J and Logback automatically and no setup is required to get basic logging working, improving the logging experience is highly recommended. Structured logging with trace IDs, centralized sensitive data masking, and consistent request/response logging make debugging production issues significantly easier.

Files to Create/Modify

Java
Kotlin
Groovy

File Tree
├── build.gradle
├── ...
└── src
    ├── main
    │   ├── java
    │   │   └── dev
    │   │       └── pollito
    │   │           └── spring_java
    │   │               ├── config
    │   │               │   ├── log
    │   │               │   │   ├── LogAspect.java
    │   │               │   │   ├── LogFilter.java
    │   │               │   │   ├── MaskingPatternLayout.java
    │   │               │   │   └── TraceIdFilter.java
    │   │               │   └── ...
    │   │               └── ...
    │   └── resources
    │       ├── application-dev.yaml
    │       └── ...
    └── test
        └── ...

File Tree
├── build.gradle.kts
├── ...
└── src
    ├── main
    │   ├── kotlin
    │   │   └── dev
    │   │       └── pollito
    │   │           └── spring_kotlin
    │   │               ├── config
    │   │               │   ├── log
    │   │               │   │   ├── LogAspect.kt
    │   │               │   │   ├── LogFilter.kt
    │   │               │   │   ├── MaskingPatternLayout.kt
    │   │               │   │   └── TraceIdFilter.kt
    │   │               │   └── ...
    │   │               └── ...
    │   └── resources
    │       ├── application-dev.yaml
    │       └── ...
    └── test
        └── ...

File Tree
├── build.gradle
├── ...
└── src
    ├── main
    │   ├── groovy
    │   │   └── dev
    │   │       └── pollito
    │   │           └── spring_groovy
    │   │               ├── config
    │   │               │   └── log
    │   │               │       ├── LogAspect.groovy
    │   │               │       ├── LogFilter.groovy
    │   │               │       ├── MaskingPatternLayout.groovy
    │   │               │       └── TraceIdFilter.groovy
    │   │               └── ...
    │   └── resources
    │       ├── application-dev.yaml
    │       └── ...
    └── test
        └── ...

Dependencies

Java
Kotlin
Groovy

build.gradle
// ...
dependencies {
  // ...
  implementation 'org.aspectj:aspectjtools:1.9.25.1'
  implementation 'org.springframework.boot:spring-boot-starter-opentelemetry'
}
// ...

build.gradle.kts
// ...
dependencies {
  // ...
  implementation("io.github.oshai:kotlin-logging-jvm:7.0.13")
  implementation("org.aspectj:aspectjtools:1.9.25.1")
  implementation("org.springframework.boot:spring-boot-starter-opentelemetry")
}
// ...

build.gradle
// ...
dependencies {
  // ...
  implementation 'org.aspectj:aspectjtools:1.9.25.1'
  implementation 'org.springframework.boot:spring-boot-starter-opentelemetry'
}
// ...

Logging in Kotling Projects

kotlin-logging is a wrapper around SLF4J that provides a more idiomatic Kotlin way to log messages. It does not replace SLF4J or Logback; instead, it simplifies logging calls in Kotlin by using extension functions and lazy evaluation for messages. The logging hierarchy remains: Kotlin code → kotlin-logging → SLF4J → Logback (Spring Boot default)

Avoid Local OTLP Log Publishing

When you add spring-boot-starter-opentelemetry to your dependencies, Spring Boot automatically configures OpenTelemetry exporters to publish metrics and traces via OTLP (OpenTelemetry Protocol).

The problem is that on local development, you typically don't have an OTLP collector running. Spring Boot will repeatedly try to connect to the default OTLP endpoint and fail, spamming your console with connection error messages that drown out your actual application logs.

To avoid this noise during local development, disable OTLP metrics export in your dev profile:

Java
Kotlin
Groovy

resources/application-dev.yaml
spring:
  application:
    name: spring_java
management:
  otlp:
    metrics:
      export:
        enabled: false

resources/application-dev.yaml
spring:
  application:
    name: spring_kotlin
management:
  otlp:
    metrics:
      export:
        enabled: false

resources/application-dev.yaml
spring:
  application:
    name: spring_groovy
management:
  otlp:
    metrics:
      export:
        enabled: false

From now on, run the bootRun Gradle task with the SPRING_PROFILES_ACTIVE=dev environment variable to activate the dev profile:

SPRING_PROFILES_ACTIVE=dev ./gradlew bootRun

Log Aspect

Using an Aspect for logging is a classic example of AOP in action. Instead of scattering log statements all over your business logic (which clutters the code and mixes concerns), you define the logging behavior once in a separate module. This aspect then automatically intercepts method calls you care about and applies the logging logic without the target code even knowing it's happening.

For a deeper dive, check out the AOP section on Cross-Cutting Concerns.

Java
Kotlin
Groovy

java/dev/pollito/spring_java/config/log/LogAspect.java
package dev.pollito.spring_java.config.log;

import java.util.Arrays;
import lombok.extern.slf4j.Slf4j;
import org.aspectj.lang.JoinPoint;
import org.aspectj.lang.annotation.AfterReturning;
import org.aspectj.lang.annotation.Aspect;
import org.aspectj.lang.annotation.Before;
import org.aspectj.lang.annotation.Pointcut;
import org.jspecify.annotations.NonNull;
import org.springframework.stereotype.Component;

@Aspect
@Component
@Slf4j
public class LogAspect {
  @Pointcut("within(@org.springframework.web.bind.annotation.RestController *)")
  public void controllerPublicMethodsPointcut() {}

  @Before("controllerPublicMethodsPointcut()")
  public void logBefore(@NonNull JoinPoint joinPoint) {
    log.info(
        "[{}] Args: {}",
        joinPoint.getSignature().toShortString(),
        Arrays.toString(joinPoint.getArgs()));
  }

  @AfterReturning(pointcut = "controllerPublicMethodsPointcut()", returning = "result")
  public void logAfterReturning(@NonNull JoinPoint joinPoint, Object result) {
    log.info("[{}] Response: {}", joinPoint.getSignature().toShortString(), result);
  }
}

kotlin/dev/pollito/spring_kotlin/config/log/LogAspect.kt
package dev.pollito.spring_kotlin.config.log

import io.github.oshai.kotlinlogging.KotlinLogging
import org.aspectj.lang.JoinPoint
import org.aspectj.lang.annotation.AfterReturning
import org.aspectj.lang.annotation.Aspect
import org.aspectj.lang.annotation.Before
import org.aspectj.lang.annotation.Pointcut
import org.springframework.stereotype.Component

private val log = KotlinLogging.logger {}

@Aspect
@Component
class LogAspect {

  @Pointcut("within(@org.springframework.web.bind.annotation.RestController *)")
  fun controllerPublicMethodsPointcut() {
    // Method is empty as this is just a Pointcut declaration
  }

  @Before("controllerPublicMethodsPointcut()")
  fun logBefore(joinPoint: JoinPoint) {
    log.info {
      "[${joinPoint.signature.toShortString()}] Args: ${joinPoint.args.contentToString()}"
    }
  }

  @AfterReturning(pointcut = "controllerPublicMethodsPointcut()", returning = "result")
  fun logAfterReturning(joinPoint: JoinPoint, result: Any?) {
    log.info { "[${joinPoint.signature.toShortString()}] Response: $result" }
  }
}

groovy/dev/pollito/spring_groovy/config/log/LogAspect.groovy
package dev.pollito.spring_groovy.config.log

import groovy.transform.CompileStatic
import groovy.util.logging.Slf4j
import org.aspectj.lang.JoinPoint
import org.aspectj.lang.annotation.AfterReturning
import org.aspectj.lang.annotation.Aspect
import org.aspectj.lang.annotation.Before
import org.aspectj.lang.annotation.Pointcut
import org.springframework.stereotype.Component

@Aspect
@Component
@Slf4j
@CompileStatic
class LogAspect {

  @Pointcut("within(@org.springframework.web.bind.annotation.RestController *)")
  void controllerPublicMethodsPointcut() {
    // Method is empty as this is just a Pointcut declaration
  }

  @Before("controllerPublicMethodsPointcut()")
  void logBefore(JoinPoint joinPoint) {
    log.info "[${joinPoint.signature.toShortString()}] Args: ${joinPoint.args*.toString().join(', ')}"
  }

  @AfterReturning(pointcut = "controllerPublicMethodsPointcut()", returning = "result")
  void logAfterReturning(JoinPoint joinPoint, Object result) {
    log.info "[${joinPoint.signature.toShortString()}] Response: ${result}"
  }
}

Log Filter

Sometimes, a request might not even reach your Spring MVC controllers. By logging at the Servlet level, it grants you visibility into every incoming request and outgoing response, regardless of whether it hits your application's specific endpoints.

This can be incredibly useful for debugging issues like authentication failures, routing problems, or requests that are blocked higher up in the filter chain.

Java
Kotlin
Groovy

java/dev/pollito/spring_java/config/log/LogFilter.java
package dev.pollito.spring_java.config.log;

import static java.util.Collections.list;

import jakarta.servlet.FilterChain;
import jakarta.servlet.ServletException;
import jakarta.servlet.http.HttpServletRequest;
import jakarta.servlet.http.HttpServletResponse;
import java.io.IOException;
import java.util.ArrayList;
import java.util.List;
import lombok.extern.slf4j.Slf4j;
import org.jspecify.annotations.NonNull;
import org.springframework.core.annotation.Order;
import org.springframework.stereotype.Component;
import org.springframework.web.filter.OncePerRequestFilter;

@Component
@Order()
@Slf4j
public class LogFilter extends OncePerRequestFilter {

  @Override
  protected void doFilterInternal(
      @NonNull HttpServletRequest request,
      @NonNull HttpServletResponse response,
      @NonNull FilterChain filterChain)
      throws ServletException, IOException {
    logRequestDetails(request);
    filterChain.doFilter(request, response);
    logResponseDetails(response);
  }

  private void logRequestDetails(@NonNull HttpServletRequest request) {
    log.info(
        ">>>> Method: {}; URI: {}; QueryString: {}; Headers: {}",
        request.getMethod(),
        request.getRequestURI(),
        request.getQueryString(),
        headersToString(request));
  }

  private @NonNull String headersToString(@NonNull HttpServletRequest request) {
    List<String> headers = new ArrayList<>();

    List<String> headerNames = list(request.getHeaderNames());

    for (String headerName : headerNames) {
      if (headerName != null && !headerName.isBlank()) {
        String headerValue = request.getHeader(headerName);
        if (headerValue != null && !headerValue.isBlank()) {
          headers.add(headerName + ": " + headerValue);
        }
      }
    }

    if (headers.isEmpty()) {
      return "{}";
    }

    return "{" + String.join(", ", headers) + "}";
  }

  private void logResponseDetails(@NonNull HttpServletResponse response) {
    log.info("<<<< Response Status: {}", response.getStatus());
  }
}

kotlin/dev/pollito/spring_kotlin/config/log/LogFilter.kt
package dev.pollito.spring_kotlin.config.log

import io.github.oshai.kotlinlogging.KotlinLogging
import jakarta.servlet.FilterChain
import jakarta.servlet.ServletException
import jakarta.servlet.http.HttpServletRequest
import jakarta.servlet.http.HttpServletResponse
import java.io.IOException
import org.springframework.core.Ordered.LOWEST_PRECEDENCE
import org.springframework.core.annotation.Order
import org.springframework.stereotype.Component
import org.springframework.web.filter.OncePerRequestFilter

private val log = KotlinLogging.logger {}

@Component
@Order(LOWEST_PRECEDENCE)
class LogFilter : OncePerRequestFilter() {

  @Throws(ServletException::class, IOException::class)
  override fun doFilterInternal(
      request: HttpServletRequest,
      response: HttpServletResponse,
      filterChain: FilterChain,
  ) {
    logRequestDetails(request)
    filterChain.doFilter(request, response)
    logResponseDetails(response)
  }

  private fun logRequestDetails(request: HttpServletRequest) {
    log.info {
      ">>>> Method: ${request.method}; URI: ${request.requestURI}; QueryString: ${request.queryString}; Headers: ${headersToString(request)}"
    }
  }

  private fun headersToString(request: HttpServletRequest): String {
    val headers =
        request.headerNames
            .toList()
            .filter { !it.isNullOrBlank() }
            .mapNotNull { headerName ->
              val headerValue = request.getHeader(headerName)
              if (!headerValue.isNullOrBlank()) {
                "$headerName: $headerValue"
              } else {
                null
              }
            }

    return if (headers.isEmpty()) {
      "{}"
    } else {
      headers.joinToString(separator = ", ", prefix = "{", postfix = "}")
    }
  }

  private fun logResponseDetails(response: HttpServletResponse) {
    log.info { "<<<< Response Status: ${response.status}" }
  }
}

groovy/dev/pollito/spring_groovy/config/log/LogFilter.groovy
package dev.pollito.spring_groovy.config.log

import groovy.transform.CompileStatic
import groovy.util.logging.Slf4j
import jakarta.servlet.FilterChain
import jakarta.servlet.ServletException
import jakarta.servlet.http.HttpServletRequest
import jakarta.servlet.http.HttpServletResponse
import org.springframework.core.annotation.Order
import org.springframework.stereotype.Component
import org.springframework.web.filter.OncePerRequestFilter

@Component
@Order(2147483647)
@Slf4j
@CompileStatic
class LogFilter extends OncePerRequestFilter {

  @Override
  protected void doFilterInternal(
      HttpServletRequest request, HttpServletResponse response, FilterChain filterChain)
  throws ServletException, IOException {
    logRequestDetails(request)
    filterChain.doFilter(request, response)
    logResponseDetails(response)
  }

  private static void logRequestDetails(HttpServletRequest request) {
    log.info(
        ">>>> Method: {}; URI: {}; QueryString: {}; Headers: {}",
        request.method,
        request.requestURI,
        request.queryString,
        headersToString(request))
  }

  private static String headersToString(HttpServletRequest request) {
    def headers = request.headerNames
        .toList()
        .findAll { it && it.trim() }
        .collect { headerName ->
          def headerValue = request.getHeader(headerName)
          if (headerValue && headerValue.trim()) {
            "${headerName}: ${headerValue}"
          } else {
            null
          }
        }
        .findAll { it != null }

    if (headers.isEmpty()) {
      "{}"
    } else {
      headers.join(", ").with { "{${it}}" }
    }
  }

  private static void logResponseDetails(HttpServletResponse response) {
    log.info("<<<< Response Status: {}", response.status)
  }
}

Tracing

Ever tried to debug an issue in a busy system by trawling through a massive log file? It's like trying to find a specific needle in a haystack of needles.

This is where tracing comes in. By assigning a unique ID (a 'Trace ID') to each incoming request, you can tag every single log entry generated during that request's lifecycle. Suddenly, you can filter the entire log file to see the journey of just one request across multiple methods, services, or threads.

Java
Kotlin
Groovy

java/dev/pollito/spring_java/config/log/TraceIdFilter.java
package dev.pollito.spring_java.config.log;

import static io.opentelemetry.api.trace.Span.current;
import static org.slf4j.MDC.put;
import static org.slf4j.MDC.remove;
import static org.springframework.core.Ordered.LOWEST_PRECEDENCE;

import io.opentelemetry.api.trace.SpanContext;
import jakarta.servlet.FilterChain;
import jakarta.servlet.ServletException;
import jakarta.servlet.http.HttpServletRequest;
import jakarta.servlet.http.HttpServletResponse;
import java.io.IOException;
import org.jspecify.annotations.NonNull;
import org.springframework.core.annotation.Order;
import org.springframework.stereotype.Component;
import org.springframework.web.filter.OncePerRequestFilter;

@Component
@Order(LOWEST_PRECEDENCE - 1)
public class TraceIdFilter extends OncePerRequestFilter {

  @Override
  protected void doFilterInternal(
      @NonNull HttpServletRequest request,
      @NonNull HttpServletResponse response,
      @NonNull FilterChain filterChain)
      throws ServletException, IOException {

    SpanContext spanContext = current().getSpanContext();
    if (spanContext.isValid()) {
      put("trace_id", spanContext.getTraceId());
      put("span_id", spanContext.getSpanId());
      put("trace_flags", spanContext.getTraceFlags().isSampled() ? "01" : "00");
    }

    try {
      filterChain.doFilter(request, response);
    } finally {
      remove("trace_id");
      remove("span_id");
      remove("trace_flags");
    }
  }
}

kotlin/dev/pollito/spring_kotlin/config/log/TraceIdFilter.kt
package dev.pollito.spring_kotlin.config.log

import io.opentelemetry.api.trace.Span.current
import jakarta.servlet.FilterChain
import jakarta.servlet.http.HttpServletRequest
import jakarta.servlet.http.HttpServletResponse
import org.slf4j.MDC.put
import org.slf4j.MDC.remove
import org.springframework.core.Ordered.LOWEST_PRECEDENCE
import org.springframework.core.annotation.Order
import org.springframework.stereotype.Component
import org.springframework.web.filter.OncePerRequestFilter

@Component
@Order(LOWEST_PRECEDENCE - 1)
class TraceIdFilter : OncePerRequestFilter() {

  override fun doFilterInternal(
      request: HttpServletRequest,
      response: HttpServletResponse,
      filterChain: FilterChain,
  ) {
    val spanContext = current().spanContext
    if (spanContext.isValid) {
      put("trace_id", spanContext.traceId)
      put("span_id", spanContext.spanId)
      put("trace_flags", if (spanContext.traceFlags.isSampled) "01" else "00")
    }

    try {
      filterChain.doFilter(request, response)
    } finally {
      remove("trace_id")
      remove("span_id")
      remove("trace_flags")
    }
  }
}

groovy/dev/pollito/spring_groovy/config/log/TraceIdFilter.groovy
package dev.pollito.spring_groovy.config.log

import static org.slf4j.MDC.put
import static org.slf4j.MDC.remove

import groovy.transform.CompileStatic
import io.opentelemetry.api.trace.Span
import io.opentelemetry.api.trace.SpanContext
import jakarta.servlet.FilterChain
import jakarta.servlet.ServletException
import jakarta.servlet.http.HttpServletRequest
import jakarta.servlet.http.HttpServletResponse
import org.springframework.core.annotation.Order
import org.springframework.stereotype.Component
import org.springframework.web.filter.OncePerRequestFilter

@Component
@Order(2147483646)
@CompileStatic
class TraceIdFilter extends OncePerRequestFilter {

  @Override
  protected void doFilterInternal(
      HttpServletRequest request, HttpServletResponse response, FilterChain filterChain)
  throws ServletException, IOException {

    SpanContext spanContext = Span.current().spanContext
    if (spanContext.valid) {
      put("trace_id", spanContext.traceId)
      put("span_id", spanContext.spanId)
      put("trace_flags", spanContext.traceFlags.sampled ? "01" : "00")
    }

    try {
      filterChain.doFilter(request, response)
    } finally {
      remove("trace_id")
      remove("span_id")
      remove("trace_flags")
    }
  }
}

Mask Sensitive Data in Logs With Logback

It's important to mask sensitive details when logging (i.e., passwords, SSN, etc.). Let's mask the logs centrally by configuring masking rules for all log entries produced by Logback.

Create MaskingPatternLayout:

Java
Kotlin
Groovy

java/dev/pollito/spring_java/config/log/MaskingPatternLayout.java
package dev.pollito.spring_java.config.log;

import static java.util.regex.Matcher.quoteReplacement;
import static java.util.regex.Pattern.CASE_INSENSITIVE;
import static java.util.regex.Pattern.MULTILINE;

import ch.qos.logback.classic.PatternLayout;
import ch.qos.logback.classic.spi.ILoggingEvent;
import java.util.ArrayList;
import java.util.List;
import java.util.Objects;
import java.util.regex.MatchResult;
import java.util.regex.Pattern;
import java.util.stream.IntStream;
import org.jspecify.annotations.NonNull;

public class MaskingPatternLayout extends PatternLayout {

  private Pattern multilinePattern;
  private final List<String> maskPatterns = new ArrayList<>();

  public void addMaskPattern(String maskPattern) {
    maskPatterns.add(maskPattern);
    multilinePattern =
        Pattern.compile(String.join("|", maskPatterns), MULTILINE | CASE_INSENSITIVE);
  }

  @Override
  public String doLayout(ILoggingEvent event) {
    return maskMessage(super.doLayout(event));
  }

  private String maskMessage(String message) {
    if (multilinePattern == null) {
      return message;
    }
    return multilinePattern.matcher(message).replaceAll(this::computeReplacement);
  }

  private String computeReplacement(@NonNull MatchResult matchResult) {
    List<String> nonNullGroups =
        IntStream.rangeClosed(1, matchResult.groupCount())
            .mapToObj(matchResult::group)
            .filter(Objects::nonNull)
            .limit(2)
            .toList();

    String replacement =
        switch (nonNullGroups.size()) {
          case 0 -> matchResult.group(0);
          case 1 -> nonNullGroups.getFirst();
          default -> nonNullGroups.getFirst() + "****";
        };

    return quoteReplacement(replacement);
  }
}

kotlin/dev/pollito/spring_kotlin/config/log/MaskingPatternLayout.kt
package dev.pollito.spring_kotlin.config.log

import ch.qos.logback.classic.PatternLayout
import ch.qos.logback.classic.spi.ILoggingEvent
import kotlin.text.RegexOption.IGNORE_CASE
import kotlin.text.RegexOption.MULTILINE

class MaskingPatternLayout : PatternLayout() {
  private var multilineRegex: Regex? = null
  private val maskPatterns = mutableListOf<String>()

  fun addMaskPattern(maskPattern: String) {
    maskPatterns.add(maskPattern)
    multilineRegex = maskPatterns.joinToString("|").toRegex(setOf(MULTILINE, IGNORE_CASE))
  }

  override fun doLayout(event: ILoggingEvent): String = maskMessage(super.doLayout(event))

  private fun maskMessage(message: String): String {
    val regex = multilineRegex ?: return message

    return regex.replace(message) { match ->
      val nonNullGroups = (1..match.groupValues.lastIndex).mapNotNull { match.groups[it]?.value }

      nonNullGroups.firstOrNull()?.let { prefix ->
        if (nonNullGroups.size >= 2) "$prefix****" else prefix
      } ?: match.value
    }
  }
}

groovy/dev/pollito/spring_groovy/config/log/MaskingPatternLayout.groovy
package dev.pollito.spring_groovy.config.log

import static java.util.regex.Matcher.quoteReplacement
import static java.util.regex.Pattern.CASE_INSENSITIVE
import static java.util.regex.Pattern.MULTILINE
import static java.util.regex.Pattern.compile

import ch.qos.logback.classic.PatternLayout
import ch.qos.logback.classic.spi.ILoggingEvent
import groovy.transform.CompileStatic
import java.util.regex.Matcher
import java.util.regex.Pattern

@CompileStatic
class MaskingPatternLayout extends PatternLayout {

  private Pattern multilinePattern
  private final List<String> maskPatterns = []

  void addMaskPattern(String maskPattern) {
    maskPatterns.add(maskPattern)
    multilinePattern =
        compile(maskPatterns.join("|"), MULTILINE | CASE_INSENSITIVE)
  }

  @Override
  String doLayout(ILoggingEvent event) {
    maskMessage(super.doLayout(event))
  }

  private String maskMessage(String message) {
    if (multilinePattern == null) {
      return message
    }

    Matcher matcher = multilinePattern.matcher(message)
    StringBuilder sb = new StringBuilder()

    while (matcher.find()) {
      List<String> groups = (1..matcher.groupCount())
          .collect { matcher.group(it) }
          .findAll { it != null }

      String replacement = groups.empty
          ? matcher.group(0)
          : groups[0] + (groups.size() > 1 ? "****" : "")

      matcher.appendReplacement(sb, quoteReplacement(replacement))
    }
    matcher.appendTail(sb)

    sb.toString()
  }
}

Add regex patterns in maskPattern tags inside logback.xml:

Java
Kotlin
Groovy

resources/logback-spring.xml
<configuration>
    <appender name="CONSOLE" class="ch.qos.logback.core.ConsoleAppender">
        <encoder class="ch.qos.logback.core.encoder.LayoutWrappingEncoder">
            <layout class="dev.pollito.spring_java.config.log.MaskingPatternLayout">
                <maskPattern>(?i)((?:authorization|proxy-authorization|cookie|x-api-key|x-auth-token|x-csrf-token):\s+)([^\r\n,]+)</maskPattern>
                <maskPattern>(?i)((?:password|token|secret)[\s:="]+)(\S+)</maskPattern>

                <pattern>%d{yyyy-MM-dd} %d{HH:mm:ss.SSS} trace_id=%X{trace_id} span_id=%X{span_id} trace_flags=%X{trace_flags} %-5level %thread --- %logger{36} %msg%n</pattern>
            </layout>
        </encoder>
    </appender>

    <root level="INFO">
        <appender-ref ref="CONSOLE"/>
    </root>
</configuration>

resources/logback-spring.xml
<configuration>
    <appender name="CONSOLE" class="ch.qos.logback.core.ConsoleAppender">
        <encoder class="ch.qos.logback.core.encoder.LayoutWrappingEncoder">
            <layout class="dev.pollito.spring_kotlin.config.log.MaskingPatternLayout">
                <maskPattern>(?i)((?:authorization|proxy-authorization|cookie|x-api-key|x-auth-token|x-csrf-token):\s+)([^\r\n,]+)</maskPattern>
                <maskPattern>(?i)((?:password|token|secret)[\s:="]+)(\S+)</maskPattern>

                <pattern>%d{yyyy-MM-dd} %d{HH:mm:ss.SSS} trace_id=%X{trace_id} span_id=%X{span_id} trace_flags=%X{trace_flags} %-5level %thread --- %logger{36} %msg%n</pattern>
            </layout>
        </encoder>
    </appender>

    <root level="INFO">
        <appender-ref ref="CONSOLE"/>
    </root>
</configuration>

resources/logback-spring.xml
<configuration>

    <appender name="CONSOLE" class="ch.qos.logback.core.ConsoleAppender">
        <encoder class="ch.qos.logback.core.encoder.LayoutWrappingEncoder">
            <layout class="dev.pollito.spring_groovy.config.log.MaskingPatternLayout">
                <maskPattern>(?i)((?:authorization|proxy-authorization|cookie|x-api-key|x-auth-token|x-csrf-token):\s+)([^\r\n,]+)</maskPattern>
                <maskPattern>(?i)((?:password|token|secret)[\s:="]+)(\S+)</maskPattern>

                <pattern>%d{yyyy-MM-dd} %d{HH:mm:ss.SSS} trace_id=%X{trace_id} span_id=%X{span_id} trace_flags=%X{trace_flags} %-5level %thread --- %logger{36} %msg%n</pattern>
            </layout>
        </encoder>
    </appender>

    <root level="INFO">
        <appender-ref ref="CONSOLE"/>
    </root>

</configuration>

Check How Logs Look Like

Run the following curl command (with placeholder values) to see everything working: sensitive data masking, the aspect intercepting controller method invocations, how the logs contain the trace, and the filter printing the HTTP request and response.

Terminal
curl -s --request GET   --url http://localhost:8080/api/films/42   --header 'Accept: application/json'   --header 'Authorization: Bearer eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ.SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c'   --header 'Cookie: JSESSIONID=A1B2C3D4E5F6G7H8I9J0; auth_token=secret123token456'   --header 'Proxy-Authorization: Basic dXNlcm5hbWU6cGFzc3dvcmQ='   --header 'User-Agent: Mozilla/5.0 (Test Client)'   --header 'X-API-Key: super-secret-api-key'   --header 'X-Auth-Token: super-secret-auth-token-12345'   --header 'X-CSRF-Token: csrf_abc123def456ghi789' | jq

Logs should look something like this:

Application logs
2026-02-18 15:28:11.600 trace_id=b8e1447340832e9b466fde0a1f172b55 span_id=a4fa1234784f7c02 trace_flags=01 INFO  http-nio-8080-exec-1 --- d.p.spring_java.config.log.LogFilter >>>> Method: GET; URI: /api/films/42; QueryString: null; Headers: {Host: localhost:8080, Accept: application/json, Authorization: ****, Cookie: ****, Proxy-Authorization: ****, User-Agent: Mozilla/5.0 (Test Client), X-API-Key: ****, X-Auth-Token: ****, X-CSRF-Token: ****
2026-02-18 15:28:11.619 trace_id=b8e1447340832e9b466fde0a1f172b55 span_id=a4fa1234784f7c02 trace_flags=01 INFO  http-nio-8080-exec-1 --- d.p.spring_java.config.log.LogAspect [FilmRestController.findById(..)] Args: [42]
2026-02-18 15:28:11.620 trace_id=b8e1447340832e9b466fde0a1f172b55 span_id=a4fa1234784f7c02 trace_flags=01 INFO  http-nio-8080-exec-1 --- d.p.spring_java.config.log.LogAspect [FilmRestController.findById(..)] Response: FilmResponse(id=42, title=ACADEMY DINOSAUR, description=A Epic Drama of a Feminist And a Mad Scientist who must Battle a Teacher in The Canadian Rockies, releaseYear=2006, rating=PG, lengthMinutes=86, language=English)
2026-02-18 15:28:11.664 trace_id=b8e1447340832e9b466fde0a1f172b55 span_id=a4fa1234784f7c02 trace_flags=01 INFO  http-nio-8080-exec-1 --- d.p.spring_java.config.log.LogFilter <<<< Response Status: 200

Scroll to zoom • Drag corner to resize

How Spring Boot Logs​

Dependencies​

Avoid Local OTLP Log Publishing​

Log Aspect​

Log Filter​

Tracing​

Mask Sensitive Data in Logs With Logback​

Check How Logs Look Like​