PMD VS semgrep

Compare PMD vs semgrep and see what are their differences.

semgrep

Lightweight static analysis for many languages. Find bug variants with patterns that look like source code. (by semgrep)
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PMD semgrep
21 74
4,663 9,724
1.4% 2.2%
9.9 9.9
about 23 hours ago about 22 hours ago
Java OCaml
GNU General Public License v3.0 or later GNU Lesser General Public License v3.0 only
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

PMD

Posts with mentions or reviews of PMD. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-08-01.
  • PMD 7 Is Here
    1 project | news.ycombinator.com | 22 Mar 2024
  • Amazon CodeGuru Reviewer: already time for retirement?
    2 projects | dev.to | 1 Aug 2023
    While the security findings can be pretty elaborate and helpful, the code quality and performance focused findings are not that impressive and can often be detected by more basic or powerful tools like SonarQube (paying) or PMD (free). To see what I mean you can have a look at the list of Java code quality detectors, which is pretty short and contains a lot of simple findings like:
  • Code Review for Flows
    1 project | /r/salesforce | 28 Apr 2023
    Also saw this convo has a couple years worth of ideas going on … https://github.com/pmd/pmd/issues/3413
  • Custom Gradle Plugin for Unified Static Code Analysis
    3 projects | dev.to | 4 Feb 2023
    PMD and Checkstyle are static analysis tools that check your code on each project build. Gradle allows to apply them easily.
  • Spring Boot – Black Box Testing
    9 projects | dev.to | 13 Nov 2022
    The generated classes should be put into .gitignore. Otherwise, if you have Checkstyle, PMD, or SonarQube in your project, then generated classes can violate some rules. Besides, if you don't put them into .gitignore, then each pull request might become huge due to the fact that even a slightest fix can lead to lots of changes in the generated classes.
  • After Java tutorials, now what???
    5 projects | /r/javahelp | 30 Apr 2022
    - PMD Static Code Analysis tool: https://pmd.github.io/
  • Ask HN: What is a modern Java environment?
    22 projects | news.ycombinator.com | 29 Mar 2022
    PMD, Spotbugs, Nullaway: Java linting/static analysis (https://pmd.github.io, https://spotbugs.github.io, https://github.com/uber/NullAway)
  • Code smell plugin
    2 projects | /r/javahelp | 15 Feb 2022
    PMD, and checkstyle as well.
  • Writing Clean and Consistent Code with Static Analysis using PMD and Apex
    6 projects | dev.to | 28 Jan 2022
    Open up the config/ruleset.xml file, and you’ll find an XML document that lists several rules. These rules map to the issues which PMD will report on. Believe it or not, there are hundreds of Apex rules, and you can find the full set at the PMD repo. You have complete control over which rules to enable. Typically, you’d determine which ones are important by agreeing with your teammates on the ones that matter most. After all, their code will be statically analyzed, too!
  • Is there a tool to track CVEs for the software that we use?
    8 projects | /r/sysadmin | 14 Dec 2021
    While at it you could also point them to static code analyzers such as error_prone, spotbugs and pmd (use all 3 at once - they complement each other in detecting different issues).

semgrep

Posts with mentions or reviews of semgrep. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-16.
  • A Deep Dive Into Terraform Static Code Analysis Tools: Features and Comparisons
    6 projects | dev.to | 16 Apr 2024
    Semgrep OSS Owner/Maintainer: Semgrep Age: First release on GitHub on February 6th, 2020 License: GNU Lesser General Public License v2.1
  • Semgrep – Find bugs and enforce code standards
    1 project | news.ycombinator.com | 9 Apr 2024
  • Application Security - Bridging Frontend and Cybersecurity: What is Application Security?
    1 project | dev.to | 2 Apr 2024
    Semgrep - https://semgrep.dev
  • Creating a DevSecOps pipeline with Jenkins — Part 1
    3 projects | dev.to | 17 Mar 2024
    For the SAST stage, I used SonarQube tool. SonarQube is an open-source platform developed by SonarSource for continuous inspection of code quality to perform automatic reviews with static analysis of code to detect bugs and code smells on more than 30 programming languages. I preferred SonarQube instead of other SAST tools because it has a detailed documentation and plugins about integration with Jenkins and SonarQube works with Java projects pretty well. Of course you can similar multi-language-supported tools such as Semgrep or language-specific tools such as Bandit.
  • Tree-Sitter
    4 projects | news.ycombinator.com | 17 Feb 2024
    > Not sure I understand your point.

    The problem is using Treesitter (for syntax highlighting and "semantic movements") and an LSP at the same time. So if your language has a LSP, using Treesitter additionally is redundant at best and introduces inconcistency at worst.

    I'm not talking about using Treesitter as the parser for the LSP.

    > Most popular languages have language-specific tools

    I'd say even less popular langauges like Coq^H^H^HRocq, Lean 4, Koka, Idris, Unison, ... have their "own" tools, I do not know of a language that uses a Treesitter parser in its LSP, but I do know about tools like https://semgrep.dev/ (written in OCaml) and Github's code search which use Treesitter.

  • AST-grep(sg) is a CLI tool for code structural search, lint, and rewriting
    15 projects | news.ycombinator.com | 10 Dec 2023
    Well, when I seach for "semgrep", I get a very nice corporate landing page with a "Book Demo" button. Which is a level of hassle that just isn't worth it for smaller teams, because "Book Demo" usually means "We're going to try to do a dance to see how much money we can extract from you." Which smaller teams may only want to do for a handful of key tools.

    (4 years ago, I was more willing to put up with enterprise licensing. But in the last two years, I've seen way too many enterprise vendors try to squeeze every penny they can get from existing clients. An enterprise sales process now often means "Expect 30% annual price hikes once you're in too deep to back out.")

    There's also an open source "semgrep" project here: https://github.com/semgrep/semgrep. But this seems to be basically a vulernability scanner, going by the README.

    Whereas AST-grep seems to focus heavily on things like:

    1. One-off searching: "Search my tree for this pattern."

    2. Refactoring: "Replace this pattern with this other pattern."

    AST-grep also includes a vulnerability scanning mode like semgrep.

    It's possible that semgrep also has nice support for (1) and (2), but it isn't clearly visible on their corporate landing page or the first open source README I found.

  • Top 10 Snyk Alternatives for Code Security
    3 projects | dev.to | 31 Aug 2023
    7. Semgrep
  • Semgrep: Semantic Grep for Code
    1 project | news.ycombinator.com | 4 Aug 2023
  • semgrep VS bearer - a user suggested alternative
    2 projects | 10 Jul 2023
  • Powerful SAST project for Android Application Security
    3 projects | /r/bugbounty | 21 Jun 2023
    This project is a compilation of Semgrep rules derived from the OWASP Mobile Application Security Testing Guide (MASTG) specifically for Android applications. The aim is to enhance and support Mobile Application Penetration Testing (MAPT) activities conducted by the ethical hacker community. The primary objective of these rules is to address the static tests outlined in the OWASP MASTG.

What are some alternatives?

When comparing PMD and semgrep you can also consider the following projects:

Spotbugs - SpotBugs is FindBugs' successor. A tool for static analysis to look for bugs in Java code.

SonarQube - Continuous Inspection

snyk - Snyk CLI scans and monitors your projects for security vulnerabilities. [Moved to: https://github.com/snyk/cli]

Error Prone - Catch common Java mistakes as compile-time errors

codeql - CodeQL: the libraries and queries that power security researchers around the world, as well as code scanning in GitHub Advanced Security

Checkstyle - Checkstyle is a development tool to help programmers write Java code that adheres to a coding standard. By default it supports the Google Java Style Guide and Sun Code Conventions, but is highly configurable. It can be invoked with an ANT task and a command line program.

infer - A static analyzer for Java, C, C++, and Objective-C

pre-commit - A framework for managing and maintaining multi-language pre-commit hooks.

SonarJava - :coffee: SonarSource Static Analyzer for Java Code Quality and Security

detect-secrets - An enterprise friendly way of detecting and preventing secrets in code.