ghidra-python-vscode-devcontainer-skeleton

Blog post: Ghidra Python Paleontology

A skeleton repo to provide a Ghidra Headless (non-GUI) Python scripting environment in VS Code.

Features

• Prescribes workflow to get you started (modify as needed)
• Container dependencies captured in .devcontainer
  • Leverages vscode python3 devcontainer image with Java feature added for running Ghidra
  • Provisions specified versions Ghidra based on GHIDRA_VERSION in devcontainer.json
• Auto complete for Ghidra Python script setup and configured
  • via pyi typings from VDOO-Connected-Trust/ghidra-pyi-generator
• IDE debugging (available from either)
  • justfoxing/ghidra_bridge over RPC
  • pyhidra leveraging native CPython interpreter using jpype
• Demonstrates running python scripts in various ways.

About

This repo is a starting point for your Ghidra Python scripting project in vscode. It demonstrates some useful vscode integrations and prescribes a workflow for running your python scripts. It leverages the power of devcontainers to provide a seamless development environment.

Devcontainers

If you haven't tried developing inside a container with vscode, you should.

"One of the useful things about developing in a container is that you can use specific versions of dependencies that your application needs without impacting your local development environment. " Get started with development Containers in Visual Studio Code

"This lets VS Code provide a local-quality development experience including full IntelliSense (completions), code navigation, and debugging regardless of where your tools (or code) are located." Developing inside a Container using Visual Studio Code Remote Development

This version is an upgrade from the old ghidra-python-vscode-skeleton. Upgraded via the power of vscode devcontainers. Everything just works. Don't believe me? Try it.

---

TOC

• ghidra-python-vscode-devcontainer-skeleton
  • Features
  • About
    • Devcontainers
  • TOC
  • Quick Start Setup - Dev Container (Best Option)
    • Option 1: Open a Git repository or GitHub PR in an isolated container volume
    • Option 2: Open an existing folder in a container
    • Configure
      • Set Python and Ghidra Version
      • Set Java and Gradle Version
      • Rebuild after changes
  • Manual Setup (Less Good Option)
  • Workflow
    • Ghidra Headless Analyzer (running command line scripts with Ghidra)
    • Steps
    • Project Creation and Importing Binaries
    • Different Ways to run a Ghidra Headless script
    • Sample Outputs
  • Ghidra Python Headless Scripting Hangups

---

Quick Start Setup - Dev Container (Best Option)

On first run, it will build a fast debian image with the python3 installed along with java dependencies needed for Ghidra scripting. Then it will download Ghidra based on your settings in devcontainer.json and finally create the virtual environment for python and required pip packages in post-create.sh.

Make sure you have the prequisites setup for working with devcontainers in VS Code. Detailed instructions are available here. If you aren't using the devcontainer, you will need to use the manual setup.

Option 1: Open a Git repository or GitHub PR in an isolated container volume

1. Start VS Code and run Remote-Containers: Clone Repository in Container Volume... from the Command Palette (F1).
2. Ctrl-V https://github.com/clearbluejar/ghidra-python-vscode-devcontainer-skeleton
3. VS Code will reload, clone the source code, and start building the container.
4. After the build completes, VS Code will open with the container. You can now work with the repository source code in this independent environment as you would if you had cloned the code locally.

Option 2: Open an existing folder in a container

1. git clone git@github.com:clearbluejar/ghidra-python-vscode-devcontainer-skeleton.git
2. code ghidra-python-vscode-devcontainer-skeleton
3. When VS Code loads, it will recognize the .devcontainer folder and ask if you would like to open

These two options should work out of the box (or container) with an experience like the one shown in the gif above.

Configure

The following options are available in the devcontainer.json.

Set Python and Ghidra Version

ghidra-python-vscode-devcontainer-skeleton/.devcontainer/devcontainer.json

Lines 8 to 16 in 82077ef

	"args": {
	// Update 'VARIANT' to pick a Python version: 3, 3.10, 3.9, 3.8, 3.7, 3.6
	// Append -bullseye or -buster to pin to an OS version.
	// Use -bullseye variants on local on arm64/Apple Silicon.
	"VARIANT": "3.10-bullseye",
	// Options
	"NODE_VERSION": "none",
	// Ghidra Version: none, latest, 10.x.x, 10.1.4, 10.1.3, ...
	"GHIDRA_VERSION": "latest"

Set Java and Gradle Version

ghidra-python-vscode-devcontainer-skeleton/.devcontainer/devcontainer.json

Lines 64 to 67 in 82077ef

	"features": {
	"java": "11",
	"gradle": "latest"
	}

Ghidra requires at least 11. Install gradle if you want to build native extensions (required see post-create.sh if you are running on Apple M1 silicon)

Rebuild after changes

If you make changes to devcontainer.json, you will need to rebuild the container to enact them. You can do this by running the Remote-Containers: Rebuild Container command in the Command Palette (F1) when you are connected to the container.

Manual Setup (Less Good Option)

The manual setup essentially has to mimic the following scripts:

• Install latest Ghidra - ghidra-install.sh
• Provide python and Java install - devcontainer.json
• Install pip packages and venv - post-create.sh

Expand for Manual Setup Steps

1. Install Ghidra yourself.
2. Update GHIDRA_INSTALL_DIR and other variables in settings.json with your install paths.
3. Set environment variable with GHIDRA_VERSION
   • export GHIDRA_VERSION=10.1.4
4. Setup venv
   • python3 -m venv .env
5. Install pip packages
   • autocomplete
     • ghidra-stubs that match your GHIDRA_VERSION
       • pip install https://github.com/clearbluejar/ghidra-pyi-generator/releases/download/v1.0.3-10.1.4/ghidra_stubs-10.1.4.refs_heads_master-py2.py3-none-any.whl or pip install ghidra-stubs from pypi (this is an outdated version)
   • ghidra bridge
     • pip install ghidra-bridge
     • python -m ghidra_bridge.install_server .ghidra_bridge
   • pyhidra
     • pip install pyhidra

Workflow

Ghidra is a binary analysis tool (and much more). In order to perform analysis via script, you first need to create a project and add binaries for analysis. Once a project exists with at least one binary added, headless analysis (scripting Ghidra) can begin.

Ghidra Headless Analyzer (running command line scripts with Ghidra)

The Headless Analyzer is a command-line-based (non-GUI) version of Ghidra.

The Headless Analyzer can be useful when performing repetitive tasks on a project (i.e., importing and analyzing a directory of files or running a script over all the binaries in a project).

The basic usage for the headless analyzer in Ghidra is:

analyzeHeadless <project_location> <project_name> [[-import [<directory>|<file>]+] | [-process [<project_file>]]] [-postScript <ScriptName>]

Show analyzeHeadless full usage

analyzeHeadless <project_location> <project_name>[/<folder_path>]
        | ghidra://<server>[:<port>]/<repository_name>[/<folder_path>]
    [[-import [<directory>|<file>]+] | [-process [<project_file>]]]
    [-preScript <ScriptName>]
    [-postScript <ScriptName>]
    [-scriptPath "<path1>[;<path2>...]"]
    [-propertiesPath "<path1>[;<path2>...]"]
    [-scriptlog <path to script log file>]
    [-log <path to log file>]
    [-overwrite]
    [-recursive]
    [-readOnly]
    [-deleteProject]
    [-noanalysis]
    [-processor <languageID>]
    [-cspec <compilerSpecID>]
    [-analysisTimeoutPerFile <timeout in seconds>]
    [-keystore <KeystorePath>]
    [-connect <userID>]
    [-p]
    [-commit ["<comment>"]]
    [-okToDelete]
    [-max-cpu <max cpu cores to use>]
    [-loader <desired loader name>]

Steps

This skeleton project prescribes a workflow and demonstrates various ways to run headless Ghidra Python scripts. The steps can be modified to suit your needs.

1. Create Ghidra Project - Directory and collection of Ghidra project files and data
2. Import Binary to project - Import one or more binaries to the project for analysis
3. Analyze Binary - Ghidra will perform default binary analysis on each binary
4. Run Ghidra Python script

Technically, all of these steps within the skeletion can be performed with a single call to analyzeHeadless.

/ghidra/support/analyzeHeadless .ghidra_projects/sample_project sample_project -import /bin/ls -postscript sample.py

For clarity they are broken down into two distinct steps:

1. Project Creation and Importing Binaries
2. Running Headless Scripts

Project Creation and Importing Binaries

Steps 1, 2, and 3 can be combined in a single call to analyzeHeadless within import_bins.py. Essentially, the script runs the following command line:

analyzeHeadless .ghidra_projects/sample_project sample_project -import /bin/ls

This single call will create a project (sample_project), import a binary (ls) and analyze the binary.

Different Ways to run a Ghidra Headless script

At this point, the sample_project exists in .ghidra_projects and is ready to run Python Ghidra Scripts.

Step 4 runs the script on the imported binary after analysis (-postscript) on a subsequent call to analyzeHeadless with your sample.py. Essentially, making this call.

analyzeHeadless .ghidra_projects/sample_project sample_project -postscript sample.py

There are several ways to run a Ghidra Python script.

1. Run via launch on run_headless.py.
   • The most straightforward means to run the script. It simply uses subprocess module to call analyzeHeadless with the correct arguments to run the sample.py.
   • It also creates a properties file needed to pass arguments to some Ghidra API calls.
2. Run the task Run Current Python Script in Ghidra Jython within tasks.json.
   • To use this task make sure you have open and focused the sample.py.
3. Run via launch on sample_bridge.py leveraging ghidra-bridge.
   • Requires the ghidra-bridge to start prior to connecting via bridge.
   • Instead of properties file, passes ls argument to ghidra-bridge server.
4. Run sample_pyhidra.py leveraging pyhidra (best one! It really just works with the help of jpype)
5. Run sample.py directly in Ghidra via the GUI after copying it to the ghidra_scripts directory. If you are doing that, you likely don't need this repo.

Sample Outputs

1. Run via launch on run_headless.py

(.env) vscode ➜ /workspaces/ghidra-python-vscode-devcontainer-skeleton (main ✗) $  ghidra-python-vscode-devcontainer-skeleton/run_headless.py 

['/ghidra/support/analyzeHeadless', '/workspaces/ghidra-python-vscode-devcontainer-skeleton/.ghidra_projects/sample_project', 'sample_project', '-postscript', 'sample.py']

program=ls

openjdk version "11.0.15" 2022-04-19 LTS
OpenJDK Runtime Environment Microsoft-32930 (build 11.0.15+10-LTS)
OpenJDK 64-Bit Server VM Microsoft-32930 (build 11.0.15+10-LTS, mixed mode)
INFO  Using log config file: jar:file:/ghidra/Ghidra/Framework/Generic/lib/Generic.jar!/generic.log4j.xml (LoggingInitialization)  
INFO  Using log file: /home/vscode/.ghidra/.ghidra_10.1.4_PUBLIC/application.log (LoggingInitialization)  
INFO  Loading user preferences: /home/vscode/.ghidra/.ghidra_10.1.4_PUBLIC/preferences (Preferences)  
INFO  Class search complete (1006 ms) (ClassSearcher)  
INFO  Initializing SSL Context (SSLContextInitializer)  
INFO  Initializing Random Number Generator... (SecureRandomFactory)  
INFO  Random Number Generator initialization complete: NativePRNGNonBlocking (SecureRandomFactory)  
INFO  Trust manager disabled, cacerts have not been set (ApplicationTrustManagerFactory)  
WARN  Neither the -import parameter nor the -process parameter was specified; therefore, the specified prescripts and/or postscripts will be executed without any type of program context. (HeadlessAnalyzer)  
INFO  HEADLESS Script Paths:
    /ghidra/Ghidra/Features/Decompiler/ghidra_scripts
    /ghidra/Ghidra/Features/Base/ghidra_scripts
    /ghidra/Ghidra/Features/BytePatterns/ghidra_scripts
    /ghidra/Ghidra/Processors/8051/ghidra_scripts
    /ghidra/Ghidra/Features/Python/ghidra_scripts
    /ghidra/Ghidra/Debug/Debugger/ghidra_scripts
    /ghidra/Ghidra/Features/FileFormats/ghidra_scripts
    /ghidra/Ghidra/Processors/PIC/ghidra_scripts
    /ghidra/Ghidra/Processors/DATA/ghidra_scripts
    /ghidra/Ghidra/Debug/Debugger-agent-dbgmodel-traceloader/ghidra_scripts
    /ghidra/Ghidra/Features/VersionTracking/ghidra_scripts
    /ghidra/Ghidra/Features/FunctionID/ghidra_scripts
    /ghidra/Ghidra/Features/GnuDemangler/ghidra_scripts
    /ghidra/Ghidra/Features/MicrosoftCodeAnalyzer/ghidra_scripts (HeadlessAnalyzer)  
INFO  HEADLESS: execution starts (HeadlessAnalyzer)  
INFO  Opening existing project: /workspaces/ghidra-python-vscode-devcontainer-skeleton/.ghidra_projects/sample_project/sample_project (HeadlessAnalyzer)  
INFO  Opening project: /workspaces/ghidra-python-vscode-devcontainer-skeleton/.ghidra_projects/sample_project/sample_project (HeadlessProject)  
INFO  SCRIPT: /workspaces/ghidra-python-vscode-devcontainer-skeleton/sample.py (HeadlessAnalyzer)  
INFO  Reading script properties file: /workspaces/ghidra-python-vscode-devcontainer-skeleton/sample.properties (GhidraScriptProperties)  
sample_project
ghidra.framework.data.ProjectFileManager@60a907d9
sample_project:/
Program Info:
Program: ls: AARCH64:LE:64:v8A_default (Wed Jul 13 12:59:48 UTC 2022)

Memory layout:
Imagebase: 0x100000L
segment_2.1 [start: 0x1048576, end: 0x1049143]
.interp [start: 0x1049144, end: 0x1049170]
.note.gnu.build-id [start: 0x1049172, end: 0x1049207]
.note.ABI-tag [start: 0x1049208, end: 0x1049239]
.gnu.hash [start: 0x1049240, end: 0x1049303]
.dynsym [start: 0x1049304, end: 0x1052423]
.dynstr [start: 0x1052424, end: 0x1053877]
.gnu.version [start: 0x1053878, end: 0x1054137]
.gnu.version_r [start: 0x1054144, end: 0x1054255]
.rela.dyn [start: 0x1054256, end: 0x1060087]
.rela.plt [start: 0x1060088, end: 0x1062703]
.init [start: 0x1062704, end: 0x1062723]
.plt [start: 0x1062736, end: 0x1064511]
.text [start: 0x1064512, end: 0x1149231]
.fini [start: 0x1149232, end: 0x1149247]
.rodata [start: 0x1149248, end: 0x1168549]
.eh_frame_hdr [start: 0x1168552, end: 0x1170795]
.eh_frame [start: 0x1170800, end: 0x1182903]
.init_array [start: 0x1250024, end: 0x1250031]
.fini_array [start: 0x1250032, end: 0x1250039]
.data.rel.ro [start: 0x1250040, end: 0x1252607]
.dynamic [start: 0x1252608, end: 0x1253119]
.got [start: 0x1253120, end: 0x1253351]
.got.plt [start: 0x1253352, end: 0x1254247]
.data [start: 0x1254248, end: 0x1254935]
.bss [start: 0x1254936, end: 0x1259735]
EXTERNAL [start: 0x1261568, end: 0x1262527]
.gnu_debugaltlink [start: 0x0, end: 0x73]
.gnu_debuglink [start: 0x0, end: 0x51]
.shstrtab [start: 0x0, end: 0x279]
_elfSectionHeaders [start: 0x0, end: 0x1855]

2. Run Current Python Script in Ghidra Jython Task Output

 *  Executing task: /ghidra/support/analyzeHeadless /workspaces/ghidra-python-vscode-devcontainer-skeleton/.ghidra_projects/sample_project sample_project -postscript /workspaces/ghidra-python-vscode-devcontainer-skeleton/sample.py 

source /workspaces/ghidra-python-vscode-devcontainer-skeleton/.env/bin/activate
openjdk version "11.0.15" 2022-04-19 LTS
OpenJDK Runtime Environment Microsoft-32930 (build 11.0.15+10-LTS)
OpenJDK 64-Bit Server VM Microsoft-32930 (build 11.0.15+10-LTS, mixed mode)
INFO  Using log config file: jar:file:/ghidra/Ghidra/Framework/Generic/lib/Generic.jar!/generic.log4j.xml (LoggingInitialization)  
INFO  Using log file: /home/vscode/.ghidra/.ghidra_10.1.4_PUBLIC/application.log (LoggingInitialization)  
INFO  Loading user preferences: /home/vscode/.ghidra/.ghidra_10.1.4_PUBLIC/preferences (Preferences)  
INFO  Class search complete (776 ms) (ClassSearcher)  
INFO  Initializing SSL Context (SSLContextInitializer)  
INFO  Initializing Random Number Generator... (SecureRandomFactory)  
INFO  Random Number Generator initialization complete: NativePRNGNonBlocking (SecureRandomFactory)  
INFO  Trust manager disabled, cacerts have not been set (ApplicationTrustManagerFactory)  
WARN  Neither the -import parameter nor the -process parameter was specified; therefore, the specified prescripts and/or postscripts will be executed without any type of program context. (HeadlessAnalyzer)  
INFO  HEADLESS Script Paths:
    /ghidra/Ghidra/Features/Decompiler/ghidra_scripts
    /ghidra/Ghidra/Features/Base/ghidra_scripts
    /ghidra/Ghidra/Features/BytePatterns/ghidra_scripts
    /ghidra/Ghidra/Processors/8051/ghidra_scripts
    /ghidra/Ghidra/Features/Python/ghidra_scripts
    /ghidra/Ghidra/Debug/Debugger/ghidra_scripts
    /ghidra/Ghidra/Features/FileFormats/ghidra_scripts
    /ghidra/Ghidra/Processors/PIC/ghidra_scripts
    /ghidra/Ghidra/Processors/DATA/ghidra_scripts
    /ghidra/Ghidra/Debug/Debugger-agent-dbgmodel-traceloader/ghidra_scripts
    /ghidra/Ghidra/Features/VersionTracking/ghidra_scripts
    /ghidra/Ghidra/Features/FunctionID/ghidra_scripts
    /ghidra/Ghidra/Features/GnuDemangler/ghidra_scripts
    /ghidra/Ghidra/Features/MicrosoftCodeAnalyzer/ghidra_scripts (HeadlessAnalyzer)  
INFO  HEADLESS: execution starts (HeadlessAnalyzer)  
INFO  Opening existing project: /workspaces/ghidra-python-vscode-devcontainer-skeleton/.ghidra_projects/sample_project/sample_project (HeadlessAnalyzer)  
INFO  Opening project: /workspaces/ghidra-python-vscode-devcontainer-skeleton/.ghidra_projects/sample_project/sample_project (HeadlessProject)  
INFO  SCRIPT: /workspaces/ghidra-python-vscode-devcontainer-skeleton/sample.py (HeadlessAnalyzer)  
INFO  Reading script properties file: /workspaces/ghidra-python-vscode-devcontainer-skeleton/sample.properties (GhidraScriptProperties)  
sample_project
ghidra.framework.data.ProjectFileManager@7a9f836e
sample_project:/
Program Info:
Program: ls: AARCH64:LE:64:v8A_default (Wed Jul 13 13:49:27 UTC 2022)

Memory layout:
Imagebase: 0x100000L
segment_2.1 [start: 0x1048576, end: 0x1049143]
.interp [start: 0x1049144, end: 0x1049170]
.note.gnu.build-id [start: 0x1049172, end: 0x1049207]
.note.ABI-tag [start: 0x1049208, end: 0x1049239]
.gnu.hash [start: 0x1049240, end: 0x1049303]
.dynsym [start: 0x1049304, end: 0x1052423]
.dynstr [start: 0x1052424, end: 0x1053877]
.gnu.version [start: 0x1053878, end: 0x1054137]
.gnu.version_r [start: 0x1054144, end: 0x1054255]
.rela.dyn [start: 0x1054256, end: 0x1060087]
.rela.plt [start: 0x1060088, end: 0x1062703]
.init [start: 0x1062704, end: 0x1062723]
.plt [start: 0x1062736, end: 0x1064511]
.text [start: 0x1064512, end: 0x1149231]
.fini [start: 0x1149232, end: 0x1149247]
.rodata [start: 0x1149248, end: 0x1168549]
.eh_frame_hdr [start: 0x1168552, end: 0x1170795]
.eh_frame [start: 0x1170800, end: 0x1182903]
.init_array [start: 0x1250024, end: 0x1250031]
.fini_array [start: 0x1250032, end: 0x1250039]
.data.rel.ro [start: 0x1250040, end: 0x1252607]
.dynamic [start: 0x1252608, end: 0x1253119]
.got [start: 0x1253120, end: 0x1253351]
.got.plt [start: 0x1253352, end: 0x1254247]
.data [start: 0x1254248, end: 0x1254935]
.bss [start: 0x1254936, end: 0x1259735]
EXTERNAL [start: 0x1261568, end: 0x1262527]
.gnu_debugaltlink [start: 0x0, end: 0x73]
.gnu_debuglink [start: 0x0, end: 0x51]
.shstrtab [start: 0x0, end: 0x279]
_elfSectionHeaders [start: 0x0, end: 0x1855]
 *  Terminal will be reused by tasks, press any key to close it. 

3. Run via launch on sample_bridge.py

(.env) vscode ➜ /workspaces/ghidra-python-vscode-devcontainer-skeleton (main ✗) $  cd /workspaces/ghidra-python-vscode-devcontainer-skeleton ; /usr/bin/env /workspaces/ghidra-python-vscode-devcontainer-skeleton/.env/bin/python /home/vscode/.vscode-server/extensions/ms-python.python-2022.10.1/pythonFiles/lib/python/debugpy/adapter/../../debugpy/launcher 38055 -- /workspaces/ghidra-python-vscode-devcontainer-skeleton/sample_bridge.py 
/ghidra/support/analyzeHeadless /workspaces/ghidra-python-vscode-devcontainer-skeleton/.ghidra_projects/sample_project sample_project -scriptPath /workspaces/ghidra-python-vscode-devcontainer-skeleton/.ghidra_bridge -postscript ghidra_bridge_server.py ls
openjdk version "11.0.15" 2022-04-19 LTS
OpenJDK Runtime Environment Microsoft-32930 (build 11.0.15+10-LTS)
OpenJDK 64-Bit Server VM Microsoft-32930 (build 11.0.15+10-LTS, mixed mode)
INFO  Using log config file: jar:file:/ghidra/Ghidra/Framework/Generic/lib/Generic.jar!/generic.log4j.xml (LoggingInitialization)  
INFO  Using log file: /home/vscode/.ghidra/.ghidra_10.1.4_PUBLIC/application.log (LoggingInitialization)  
INFO  Loading user preferences: /home/vscode/.ghidra/.ghidra_10.1.4_PUBLIC/preferences (Preferences)  
waiting for ghidra_bridge_server...
INFO  Class search complete (758 ms) (ClassSearcher)  
INFO  Initializing SSL Context (SSLContextInitializer)  
INFO  Initializing Random Number Generator... (SecureRandomFactory)  
INFO  Random Number Generator initialization complete: NativePRNGNonBlocking (SecureRandomFactory)  
INFO  Trust manager disabled, cacerts have not been set (ApplicationTrustManagerFactory)  
WARN  Neither the -import parameter nor the -process parameter was specified; therefore, the specified prescripts and/or postscripts will be executed without any type of program context. (HeadlessAnalyzer)  
INFO  HEADLESS Script Paths:
    /ghidra/Ghidra/Features/Decompiler/ghidra_scripts
    /ghidra/Ghidra/Features/Base/ghidra_scripts
    /ghidra/Ghidra/Features/BytePatterns/ghidra_scripts
    /ghidra/Ghidra/Processors/8051/ghidra_scripts
    /ghidra/Ghidra/Features/Python/ghidra_scripts
    /ghidra/Ghidra/Debug/Debugger/ghidra_scripts
    /ghidra/Ghidra/Features/FileFormats/ghidra_scripts
    /ghidra/Ghidra/Processors/PIC/ghidra_scripts
    /ghidra/Ghidra/Processors/DATA/ghidra_scripts
    /workspaces/ghidra-python-vscode-devcontainer-skeleton/.ghidra_bridge
    /ghidra/Ghidra/Debug/Debugger-agent-dbgmodel-traceloader/ghidra_scripts
    /ghidra/Ghidra/Features/VersionTracking/ghidra_scripts
    /ghidra/Ghidra/Features/FunctionID/ghidra_scripts
    /ghidra/Ghidra/Features/GnuDemangler/ghidra_scripts
    /ghidra/Ghidra/Features/MicrosoftCodeAnalyzer/ghidra_scripts (HeadlessAnalyzer)  
INFO  HEADLESS: execution starts (HeadlessAnalyzer)  
INFO  Opening existing project: /workspaces/ghidra-python-vscode-devcontainer-skeleton/.ghidra_projects/sample_project/sample_project (HeadlessAnalyzer)  
INFO  Opening project: /workspaces/ghidra-python-vscode-devcontainer-skeleton/.ghidra_projects/sample_project/sample_project (HeadlessProject)  
INFO  SCRIPT: /workspaces/ghidra-python-vscode-devcontainer-skeleton/.ghidra_bridge/ghidra_bridge_server.py (HeadlessAnalyzer)  
waiting for ghidra_bridge_server...
waiting for ghidra_bridge_server...
waiting for ghidra_bridge_server...
waiting for ghidra_bridge_server...
INFO:jfx_bridge.bridge:serving! (jfx_bridge v0.9.1, Python 2.7.2)
waiting for ghidra_bridge_server...
WARNING:jfx_bridge.bridge:Handling connection from ('127.0.0.1', 48084)
WARNING:jfx_bridge.bridge:Handling connection from ('127.0.0.1', 48086)
WARNING:jfx_bridge.bridge:Closing connection from ('127.0.0.1', 48084)
sample_project
ghidra.framework.data.ProjectFileManager@69d3307d
sample_project:/
Program Info:
Program: ls: AARCH64:LE:64:v8A_default (Thu Aug 04 01:07:04 UTC 2022)

Memory layout:
Imagebase: 0x100000
segment_2.1 [start: 0x1048576, end: 0x1049143]
.interp [start: 0x1049144, end: 0x1049170]
.note.gnu.build-id [start: 0x1049172, end: 0x1049207]
.note.ABI-tag [start: 0x1049208, end: 0x1049239]
.gnu.hash [start: 0x1049240, end: 0x1049303]
.dynsym [start: 0x1049304, end: 0x1052423]
.dynstr [start: 0x1052424, end: 0x1053877]
.gnu.version [start: 0x1053878, end: 0x1054137]
.gnu.version_r [start: 0x1054144, end: 0x1054255]
.rela.dyn [start: 0x1054256, end: 0x1060087]
.rela.plt [start: 0x1060088, end: 0x1062703]
.init [start: 0x1062704, end: 0x1062723]
.plt [start: 0x1062736, end: 0x1064511]
.text [start: 0x1064512, end: 0x1149231]
.fini [start: 0x1149232, end: 0x1149247]
.rodata [start: 0x1149248, end: 0x1168549]
.eh_frame_hdr [start: 0x1168552, end: 0x1170795]
.eh_frame [start: 0x1170800, end: 0x1182903]
.init_array [start: 0x1250024, end: 0x1250031]
.fini_array [start: 0x1250032, end: 0x1250039]
.data.rel.ro [start: 0x1250040, end: 0x1252607]
.dynamic [start: 0x1252608, end: 0x1253119]
.got [start: 0x1253120, end: 0x1253351]
.got.plt [start: 0x1253352, end: 0x1254247]
.data [start: 0x1254248, end: 0x1254935]
.bss [start: 0x1254936, end: 0x1259735]
EXTERNAL [start: 0x1261568, end: 0x1262527]
.gnu_debugaltlink [start: 0x0, end: 0x73]
.gnu_debuglink [start: 0x0, end: 0x51]
.shstrtab [start: 0x0, end: 0x279]
_elfSectionHeaders [start: 0x0, end: 0x1855]
Shutting down ghidra_bridge_server : 43841

4. Run via launch on sample_pyhidra.py

(.env) vscode ➜ /workspaces/ghidra-python-vscode-devcontainer-skeleton (main ✗) $  cd /workspaces/ghidra-python-vscode-devcontainer-skeleton ; /usr/bin/env /workspaces/ghidra-python-vscode-devcontainer-skeleton/.env/bin/python /home/vscode/.vscode-server/extensions/ms-python.python-2022.12.0/pythonFiles/lib/python/debugpy/adapter/../../debugpy/launcher 40875 -- /workspaces/ghidra-python-vscode-devcontainer-skeleton/sample_pyhidra.py 
/ghidra/Ghidra/Framework/Utility/lib/Utility.jar
INFO  Using log config file: jar:file:/ghidra/Ghidra/Framework/Generic/lib/Generic.jar!/generic.log4j.xml (LoggingInitialization)  
INFO  Using log file: /home/vscode/.ghidra/.ghidra_10.1.4_PUBLIC/application.log (LoggingInitialization)  
INFO  Loading user preferences: /home/vscode/.ghidra/.ghidra_10.1.4_PUBLIC/preferences (Preferences)  
INFO  Class search complete (813 ms) (ClassSearcher)  
INFO  Initializing SSL Context (SSLContextInitializer)  
INFO  Initializing Random Number Generator... (SecureRandomFactory)  
INFO  Random Number Generator initialization complete: NativePRNGNonBlocking (SecureRandomFactory)  
INFO  Trust manager disabled, cacerts have not been set (ApplicationTrustManagerFactory)  
INFO  Opening project: /workspaces/ghidra-python-vscode-devcontainer-skeleton/.ghidra_projects/sample_project/sample_project/sample_project (DefaultProject)  
INFO  DWARF external debug information found: ExternalDebugInfo [filename=1a4999161b8b2da681b80d8bf351e40afc40ad.debug, crc=1816f651, hash=9c1a4999161b8b2da681b80d8bf351e40afc40ad] (ExternalDebugFilesService)  
INFO  Unable to find DWARF information, skipping DWARF analysis (DWARFAnalyzer)  
ERROR os/linux_arm_64/decompile does not exist (DecompileProcessFactory)  
INFO  Packed database cache: /tmp/vscode-Ghidra/packed-db-cache (PackedDatabaseCache)  
INFO  -----------------------------------------------------
    AARCH64 ELF PLT Thunks                     0.017 secs
    ASCII Strings                              0.249 secs
    Apply Data Archives                        0.230 secs
    Basic Constant Reference Analyzer          1.394 secs
    Call Convention ID                         0.008 secs
    Call-Fixup Installer                       0.004 secs
    Create Address Tables                      0.024 secs
    Create Function                            0.000 secs
    DWARF                                      0.017 secs
    Data Reference                             0.037 secs
    Decompiler Switch Analysis                 0.164 secs
    Demangler GNU                              0.214 secs
    Disassemble Entry Points                   0.013 secs
    Embedded Media                             0.013 secs
    External Entry References                  0.000 secs
    Function Start Search                      0.106 secs
    Function Start Search After Code           0.012 secs
    Function Start Search After Data           0.031 secs
    GCC Exception Handlers                     0.471 secs
    Non-Returning Functions - Discovered       0.026 secs
    Non-Returning Functions - Known            0.019 secs
    Reference                                  0.093 secs
    Shared Return Calls                        0.026 secs
    Stack                                      0.069 secs
    Subroutine References                      0.036 secs
-----------------------------------------------------
     Total Time   3 secs
-----------------------------------------------------
 (AutoAnalysisManager)  
Program Info:
Program: ls: AARCH64:LE:64:v8A_default (Sat Aug 06 02:18:37 UTC 2022)

Memory layout:
Imagebase: 0x100000
segment_2.1 [start: 0x1048576, end: 0x1049143]
.interp [start: 0x1049144, end: 0x1049170]
.note.gnu.build-id [start: 0x1049172, end: 0x1049207]
.note.ABI-tag [start: 0x1049208, end: 0x1049239]
.gnu.hash [start: 0x1049240, end: 0x1049303]
.dynsym [start: 0x1049304, end: 0x1052423]
.dynstr [start: 0x1052424, end: 0x1053877]
.gnu.version [start: 0x1053878, end: 0x1054137]
.gnu.version_r [start: 0x1054144, end: 0x1054255]
.rela.dyn [start: 0x1054256, end: 0x1060087]
.rela.plt [start: 0x1060088, end: 0x1062703]
.init [start: 0x1062704, end: 0x1062723]
.plt [start: 0x1062736, end: 0x1064511]
.text [start: 0x1064512, end: 0x1149231]
.fini [start: 0x1149232, end: 0x1149247]
.rodata [start: 0x1149248, end: 0x1168549]
.eh_frame_hdr [start: 0x1168552, end: 0x1170795]
.eh_frame [start: 0x1170800, end: 0x1182903]
.init_array [start: 0x1250024, end: 0x1250031]
.fini_array [start: 0x1250032, end: 0x1250039]
.data.rel.ro [start: 0x1250040, end: 0x1252607]
.dynamic [start: 0x1252608, end: 0x1253119]
.got [start: 0x1253120, end: 0x1253351]
.got.plt [start: 0x1253352, end: 0x1254247]
.data [start: 0x1254248, end: 0x1254935]
.bss [start: 0x1254936, end: 0x1259735]
EXTERNAL [start: 0x1261568, end: 0x1262527]
.gnu_debugaltlink [start: 0x0, end: 0x73]
.gnu_debuglink [start: 0x0, end: 0x51]
.shstrtab [start: 0x0, end: 0x279]
_elfSectionHeaders [start: 0x0, end: 0x1855]

Ghidra Python Headless Scripting Hangups

1. Ghidra runs Jython, not actually Python. It is limited to python 2.7 features.
2. In order to pass arguments to api calls like askProgram (which sets the current program being analyzed) either:
   • a .properties file needs to exist with the same name and location as the script being run. In this case a sample.properties sets the arguments for sample.py.
   • the args have to be passed on the command line when running analyzeHeadless. For sample_bridge.py, the args are awkwardly passed when ghidra_bridge_server starts, as that server running within the Ghidra context is the only time analyzeHeadless is called. More details here.
3. ghidra-bridge has to be started and running before you connect to it. The bridge can be started outside of sample_bridge.py, but you won't be able to pass arguments to it if neeed. Also, ghidra-bridge is slow for large analysis. Its best feature is the ability to step through and inspect the sample_bridge.py script within the IDE.
4. pyhidra - Need to be wary of conflicting module names. As python stdlib and Ghidra have some conflicting module names (such as pdb), there are sometimes issues getting access to the full Ghidra Script API with pyhidra. Python prefers local modules and stdlib over the Java imports. This is due to this issue in jpype. No longer the case :) Fixed.