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Move development documentation under docs/development
The Development section holds more than one page and will grow further, so give it its own directory. development.md becomes development/index.md, which keeps its published URL, and the custom CLI command page moves alongside it. Update the nav, the cross-link between the two pages, and the README link to the custom command documentation, which is now published at /development/custom_commands/.
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# Development
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The Mobile Verification Toolkit team welcomes contributions of new forensic modules or other contributions which help improve the software.
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## Local environment
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MVT uses `uv` for dependency management. To install the project and development dependencies from the locked environment, run:
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```bash
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make install
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```
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## Testing
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MVT uses `pytest` for unit and integration tests. Code style consistency is maintained with `ruff` and `mypy`. All can
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be run automatically with:
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```bash
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make check
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```
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Run these tests before making new commits or opening pull requests.
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## Module dependencies
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Modules can require other modules to run first by declaring their classes in
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`dependencies`. The command runner uses a stable topological ordering, so the
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existing module list order is preserved wherever dependency constraints allow.
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```python
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class DependentModule(MVTModule):
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dependencies = (PrerequisiteModule,)
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def run(self):
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prerequisite_results = self.get_dependency_results(PrerequisiteModule)
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```
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Selecting a single module also runs its transitive dependencies. If a dependency
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is unavailable or the dependency graph contains a cycle, the command logs a
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warning and does not run any modules.
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## Custom modules
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Module-running `check-*` commands can load custom modules from Python files that
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are not installed as part of MVT. Load one file with:
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```bash
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mvt-ios check-backup --load-module ./example_module.py --output ./out ./backup
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```
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You can also load a folder. MVT loads non-hidden top-level `*.py` files in
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sorted order and skips `__init__.py`:
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```bash
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mvt-ios check-fs --load-module ./custom_modules ./filesystem-dump
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```
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Set `MVT_CUSTOM_MODULES` to load a folder for every module-running command. This
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folder is loaded before any `--load-module` path:
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```bash
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MVT_CUSTOM_MODULES=./custom_modules mvt-android check-bugreport ./bugreport.zip
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```
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Custom modules are normal `MVTModule` subclasses:
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```python
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from mvt.common.module import MVTModule
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class ExampleCustomModule(MVTModule):
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supported_commands = (("ios", "check-backup"), ("ios", "check-fs"))
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slug = "example_custom_module"
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def run(self):
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self.results = [{"message": "custom module ran"}]
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def check_indicators(self):
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pass
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def serialize(self, result):
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return None
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```
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Use `supported_commands` to declare the platform/command pairs a module
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supports. Empty `supported_commands` means the module will not run and MVT logs
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a warning. This explicit declaration is required for every command. Supported
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pairs are:
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```python
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("ios", "check-backup")
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("ios", "check-fs")
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("ios", "check-iocs")
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("ios", "check-sysdiagnose")
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("android", "check-backup")
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("android", "check-bugreport")
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("android", "check-androidqf")
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("android", "check-intrusion-logs")
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("android", "check-iocs")
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```
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Custom modules can depend on existing MVT module classes. Dependencies are
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resolved with the same ordering logic as built-in modules, and custom modules
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are appended after built-ins before ordering:
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```python
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from mvt.common.module import MVTModule
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from mvt.ios.modules.backup.manifest import Manifest
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class DependentCustomModule(MVTModule):
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supported_commands = (("ios", "check-backup"),)
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dependencies = (Manifest,)
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def run(self):
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manifest_results = self.get_dependency_results(Manifest)
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self.results = [{"manifest_entries": len(manifest_results)}]
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```
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## Installed module packages
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Python packages can register modules so they load automatically in every
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module-running `check-*` command, without `--load-module` or
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`MVT_CUSTOM_MODULES`. Register an entry point in the `mvt.modules` group in
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the package's `pyproject.toml`:
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```toml
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[project.entry-points."mvt.modules"]
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mvt-plugin-amnesty-custom = "mvt_plugin_amnesty_custom:get_modules"
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```
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The entry point must resolve to an iterable of `MVTModule` subclasses, or to
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a callable returning one:
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```python
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from mvt.common.module import MVTModule
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class PackagedModule(MVTModule):
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supported_commands = (("ios", "check-backup"),)
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def run(self):
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self.results = [{"message": "packaged module ran"}]
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def get_modules() -> list[type[MVTModule]]:
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return [PackagedModule]
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```
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Installed modules follow the same rules as other custom modules: each module
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must declare `supported_commands`, and dependencies are resolved with the
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standard ordering logic. A broken entry point is skipped with a warning and
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does not prevent MVT from running. As with custom commands, installed module
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packages run as trusted code inside the MVT process, so install only packages
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from sources you trust.
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For a `pipx` installation of MVT, inject the package into MVT's environment:
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```bash
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pipx inject mvt mvt-plugin-amnesty-custom
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```
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### Naming module packages
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Name module packages `mvt-plugin-<name>` (import package `mvt_plugin_<name>`),
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and include the name of the publishing organization or author so packages from
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different groups do not collide: for example, Amnesty International's custom
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modules would be distributed as `mvt-plugin-amnesty-custom` with the import
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package `mvt_plugin_amnesty_custom`.
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The prefix makes module packages easy to find on PyPI and keeps their import
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names from clashing with unrelated Python packages. It is a convention, not a
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technical requirement: modules load through the `mvt.modules` entry point
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regardless of what the package is called, and existing packages with other
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names keep working. Note that the prefix is also not a mark of authenticity —
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anyone can publish a package with any available name, so vet a module package
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and its publisher before installing it, whatever it is called.
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### Module logging
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Modules log through `self.log`, and MVT names the logger for where the module
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came from. MVT's own modules log under their dotted path (for example
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`mvt.ios.modules.mixed.whatsapp`). Everything external is namespaced under
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`mvt.ext` to keep it visually distinct from built-in modules and isolated from
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MVT's internal logger tree:
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- Installed packages log under `mvt.ext.<package>`, with the `mvt_plugin_`
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prefix stripped: modules in `mvt_plugin_amnesty_custom` log as
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`mvt.ext.amnesty_custom.*`.
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- Files loaded with `--load-module` or `MVT_CUSTOM_MODULES` log as
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`mvt.ext.<file name>`.
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## Auditing loaded modules
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Because installed module packages load automatically, MVT records where every
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module came from:
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- `--list-modules` groups the available modules by source: MVT itself
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(with its version), each installed package (with its version and, when
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installed directly from a repository, the commit), and each file loaded
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with `--load-module` or `MVT_CUSTOM_MODULES` (with the SHA-256 hash of the
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file).
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- When a command runs with an `--output` folder, the `command.log` file
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records one line per module source with the source's version or hash and
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the list of modules loaded from it.
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## Profiling
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Some MVT modules extract and process significant amounts of data during the analysis process or while checking results against known indicators. Care must be
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take to avoid inefficient code paths as we add new modules.
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MVT modules can be profiled with Python built-in `cProfile` by setting the `MVT_PROFILE` environment variable.
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```bash
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MVT_PROFILE=1 dev/mvt-ios check-backup test_backup
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```
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Open an issue or PR if you are encountering significant performance issues when analyzing a device with MVT.
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