From 5fc5037efcbc83ea540bd5b307d87c7d31a7680c Mon Sep 17 00:00:00 2001 From: Michael Kedar Date: Tue, 5 Mar 2024 16:25:57 +1100 Subject: [PATCH] Guided Remediation Docs (#827) Link: https://michaelkedar.github.io/osv-scanner/experimental/guided-remediation/ Doc page for guided remediation. Will appreciate feedback if things aren't clear or if something's missing. #352 --- cmd/osv-scanner/fix/main.go | 1 - cmd/osv-scanner/fix/state-choose-strategy.go | 4 +- docs/_sass/custom/custom.scss | 10 + docs/experimental.md | 117 +------- docs/guided-remediation.md | 264 ++++++++++++++++++ .../guided-remediation-in-place-choose.png | Bin 0 -> 289183 bytes .../guided-remediation-in-place-results.png | Bin 0 -> 74174 bytes .../guided-remediation-relock-patches.png | Bin 0 -> 198036 bytes docs/images/guided-remediation-result.png | Bin 0 -> 267154 bytes docs/license-scanning.md | 60 ++++ docs/offline-mode.md | 95 +++++++ scripts/examples/auto_guided_remediation.py | 159 +++++++++++ 12 files changed, 592 insertions(+), 118 deletions(-) create mode 100644 docs/_sass/custom/custom.scss create mode 100644 docs/guided-remediation.md create mode 100644 docs/images/guided-remediation-in-place-choose.png create mode 100644 docs/images/guided-remediation-in-place-results.png create mode 100644 docs/images/guided-remediation-relock-patches.png create mode 100644 docs/images/guided-remediation-result.png create mode 100644 docs/license-scanning.md create mode 100644 docs/offline-mode.md create mode 100755 scripts/examples/auto_guided_remediation.py diff --git a/cmd/osv-scanner/fix/main.go b/cmd/osv-scanner/fix/main.go index 121073a84d..2c3dfdaff9 100644 --- a/cmd/osv-scanner/fix/main.go +++ b/cmd/osv-scanner/fix/main.go @@ -34,7 +34,6 @@ type osvFixOptions struct { func Command(stdout, stderr io.Writer, r *reporter.Reporter) *cli.Command { return &cli.Command{ - Hidden: true, // TODO: un-hide when ready Name: "fix", Usage: "[EXPERIMENTAL] scans a manifest and/or lockfile for vulnerabilities and suggests changes for remediating them", Description: "[EXPERIMENTAL] scans a manifest and/or lockfile for vulnerabilities and suggests changes for remediating them", diff --git a/cmd/osv-scanner/fix/state-choose-strategy.go b/cmd/osv-scanner/fix/state-choose-strategy.go index b4266dd477..ee7657b6fc 100644 --- a/cmd/osv-scanner/fix/state-choose-strategy.go +++ b/cmd/osv-scanner/fix/state-choose-strategy.go @@ -297,14 +297,14 @@ func (st *stateChooseStrategy) View(m model) string { )) devString := "YES" - if !m.options.DevDeps { + if m.options.DevDeps { devString = "NO" } s.WriteString(tui.RenderSelectorOption( st.cursorPos == stateChooseDev, " > ", fmt.Sprintf("%%s: %s\n", devString), - "Include dev only", + "Exclude dev only", )) s.WriteString(tui.RenderSelectorOption( st.cursorPos == stateChooseApplyCriteria, diff --git a/docs/_sass/custom/custom.scss b/docs/_sass/custom/custom.scss new file mode 100644 index 0000000000..6655e9df4e --- /dev/null +++ b/docs/_sass/custom/custom.scss @@ -0,0 +1,10 @@ +// Always show child pages in the navigation menu +// https://github.com/just-the-docs/just-the-docs/issues/245#issuecomment-656334333 +.nav-list .nav-list-item > .nav-list { + display: block !important; +} + +// Hide the child page expand arrow, since it doesn't do anything +.nav-list .nav-list-expander { + display: none !important; +} diff --git a/docs/experimental.md b/docs/experimental.md index 9e7f20710f..2bfbd029bf 100644 --- a/docs/experimental.md +++ b/docs/experimental.md @@ -3,127 +3,14 @@ layout: page title: Experimental Features permalink: /experimental/ nav_order: 8 +has_children: true --- # Experimental Features {: .no_toc } -
- - Table of contents - - {: .text-delta } -- TOC -{:toc} -
+These features are currently under development. While their functionality may be subject to change, they are available for you to try. {: .note } Features and flags with the `experimental` prefix might change or be removed with only a minor version update. - -## Offline mode - -OSV-Scanner now supports offline scanning as an experimental feature. Offline scanning checks your project against a local database instead of calling the OSV.dev API. - -### Specify database location - -Our offline features require the use of a local database, the location of which is determined through the use of the `OSV_SCANNER_LOCAL_DB_CACHE_DIRECTORY` environment variable. - -The local database file structure is in this form: - -``` -{local_db_dir}/ - osv-scanner/ - npm/all.zip - PyPI/all.zip - … - {ecosystem}/all.zip -``` - -Where `{local_db_dir}` can be set by the `OSV_SCANNER_LOCAL_DB_CACHE_DIRECTORY` environment variable. - -If the `OSV_SCANNER_LOCAL_DB_CACHE_DIRECTORY` environment variable is _not_ set, OSV-Scanner will attempt to look for the database in the following locations, in this order: - -1. The location returned by [`os.UserCacheDir`](https://pkg.go.dev/os#UserCacheDir) -2. The location returned by [`os.TempDir`](https://pkg.go.dev/os#TempDir) - -The database can be [downloaded manually](./experimental.md#manual-database-download) or by using the [`--experimental-local-db` flag](./experimental.md#local-database-option). - -### Offline option - -The offline database flag `--experimental-offline` causes OSV-Scanner to scan your project against a previously downloaded local database. OSV-Scanner will not download or update the local database, nor will it send any project or dependency information anywhere. When a local database is not present, you will get an error message. No network connection is required when using this flag. - -```bash -osv-scanner --experimental-offline ./path/to/your/dir -``` - -### Local database option - -The local database flag `--experimental-local-db` causes OSV-Scanner to download or update your local database and then scan your project against it. - -```bash -osv-scanner --experimental-local-db ./path/to/your/dir -``` - -### Manual database download - -Instead of using the `--experimental-local-db` flag to download the database, it is possible to manually download the database. - -A downloadable copy of the OSV database is stored in a GCS bucket maintained by OSV: -[`gs://osv-vulnerabilities`](https://osv-vulnerabilities.storage.googleapis.com) - -This bucket contains zip files containing all vulnerabilities for each ecosystem at: -`gs://osv-vulnerabilities//all.zip`. - -E.g. for PyPI vulnerabilities: - -```bash -gsutil cp gs://osv-vulnerabilities/PyPI/all.zip . -``` - -You can also download over HTTP via https://osv-vulnerabilities.storage.googleapis.com//all.zip . - -A list of all current ecosystems is available at -[`gs://osv-vulnerabilities/ecosystems.txt`](https://osv-vulnerabilities.storage.googleapis.com/ecosystems.txt). - -Set the location of your manually downloaded database by following the instructions [here](./experimental.md#specify-database-location). - -### Limitations - -1. Commit level scanning is not supported. - -## License scanning - -OSV-Scanner supports license checking as an experimental feature. The data comes from the [deps.dev API](https://docs.deps.dev/api/). - -### License summary - -If you want a summary of your dependencies licenses, use the `--experimental-licenses-summary` flag: - -```bash -osv-scanner --experimental-licenses-summary path/to/repository -``` - -### License violations - -To set an allowed license list and see the details of packages that do not conform, use the `--experimental-licenses` flag: - -```bash -osv-scanner --experimental-licenses="comma-separated list of allowed licenses" path/to/directory -``` - -Include your allowed licenses as a comma-separated list. OSV-Scanner recognizes licenses in SPDX format. Please indicate your allowed licenses using [SPDX license](https://spdx.org/licenses/) identifiers. - -#### License violations example - -If you wanted to allow the following licenses: - -- [BSD 3-Clause "New" or "Revised" License](https://spdx.org/licenses/BSD-3-Clause.html) -- [Apache License 2.0](https://spdx.org/licenses/Apache-2.0.html) -- [MIT](https://spdx.org/licenses/MIT.html) - -Your command would be in this form: - -```bash -osv-scanner --experimental-licenses="BSD-3-Clause,Apache-2.0,MIT" path/to/directory -``` diff --git a/docs/guided-remediation.md b/docs/guided-remediation.md new file mode 100644 index 0000000000..6e6626271d --- /dev/null +++ b/docs/guided-remediation.md @@ -0,0 +1,264 @@ +--- +layout: page +title: Guided Remediation +permalink: /experimental/guided-remediation/ +parent: Experimental Features +nav_order: 3 +--- + +# Guided Remediation + +Experimental +{: .label } + +{: .no_toc } + +
+ + Table of contents + + {: .text-delta } +- TOC +{:toc} +
+ +Guided remediation (`osv-scanner fix`) aims to help developers with fixing with the high number of known vulnerabilities in dependencies typically reported by vulnerability scanners by providing a small number of actionable steps. + +This tool provides several options to users for how to prioritise and remediate their vulnerabilities, with easy to understand information on how we arrived at these options and how to compare them. This includes features such as: + +- Resolution and analysis of the entire transitive graph (leveraging [deps.dev](https://deps.dev)) to determine the minimal changes required to remove vulnerabilities. +- Prioritising direct dependency upgrades by the total number of transitive vulnerabilities fixed. +- Prioritising vulnerabilities by dependency depth, severity, and whether or not to care about dev-only dependencies. +- Modification of package manifest and lockfiles (e.g. `package.json`/`package-lock.json`) to fix vulnerabilities. +- Different strategies with different risk/reward ratios (e.g. in-place fixes vs relocking). + +Currently, only npm `package.json` manifests and `package-lock.json` lockfiles are supported. + +{: .note } +This feature is experimental and might change or be removed with only a minor version update. + +## Basic usage + +To fix as many vulnerabilities as possible in your `package-lock.json` file [in-place](#in-place-lockfile-remediation), you can use the following command: + +```bash +osv-scanner fix --non-interactive --strategy=in-place -L path/to/package-lock.json +``` + +
+Sample in-place output + +{: .highlight } +The output format might change with minor version updates. + +``` +Scanning path/to/package-lock.json... +Found 52 vulnerabilities matching the filter +Can fix 23/52 matching vulnerabilities by changing 21 dependencies +UPGRADED-PACKAGE: lodash,4.17.20,4.17.21 +UPGRADED-PACKAGE: minimist,1.2.0,1.2.8 +UPGRADED-PACKAGE: acorn,5.7.3,5.4.1 +UPGRADED-PACKAGE: acorn,6.0.2,6.4.2 +UPGRADED-PACKAGE: acorn,7.1.0,7.4.1 +UPGRADED-PACKAGE: ansi-regex,3.0.0,3.0.1 +UPGRADED-PACKAGE: dat.gui,0.7.3,0.7.9 +UPGRADED-PACKAGE: get-func-name,2.0.0,2.0.2 +UPGRADED-PACKAGE: glob-parent,5.0.0,5.1.2 +UPGRADED-PACKAGE: json5,2.1.0,2.2.3 +UPGRADED-PACKAGE: minimist,1.2.5,1.2.8 +UPGRADED-PACKAGE: node-fetch,2.6.6,2.7.0 +UPGRADED-PACKAGE: path-parse,1.0.6,1.0.7 +UPGRADED-PACKAGE: pathval,1.1.0,1.1.1 +UPGRADED-PACKAGE: qs,6.5.2,6.5.3 +UPGRADED-PACKAGE: semver,5.5.1,5.7.2 +UPGRADED-PACKAGE: semver,5.6.0,5.7.2 +UPGRADED-PACKAGE: semver,6.3.0,6.3.1 +UPGRADED-PACKAGE: ws,6.2.1,6.2.2 +UPGRADED-PACKAGE: ws,7.1.2,7.5.9 +UPGRADED-PACKAGE: y18n,4.0.0,4.0.3 +REMAINING-VULNS: 29 +UNFIXABLE-VULNS: 29 +Rewriting path/to/package-lock.json... +``` + +
+ +Alternatively, to potentially resolve even more vulnerabilities with larger (potentially breaking) changes, you can [regenerate your lockfile and update your direct dependencies](#relock-and-relax-direct-dependency-remediation) with the following command: + +```bash +osv-scanner fix --non-interactive --strategy=relock -M path/to/package.json -L path/to/package-lock.json +``` + +
+Sample relock output + +{: .highlight } +The output format might change with minor version updates. + +``` +Resolving path/to/package.json... +Found 11 vulnerabilities matching the filter +Can fix 8/11 matching vulnerabilities by changing 6 dependencies +UPGRADED-PACKAGE: mocha,^5.2.0,^9.2.2 +UPGRADED-PACKAGE: @google-cloud/cloudbuild,^2.6.0,^3.10.0 +UPGRADED-PACKAGE: autoprefixer,^9.3.0,^10.4.17 +UPGRADED-PACKAGE: google-closure-library,^20190909.0.0,^20200315.0.0 +UPGRADED-PACKAGE: terser,^3.10.11,^4.8.1 +UPGRADED-PACKAGE: yargs,^12.0.2,^13.3.2 +REMAINING-VULNS: 3 +UNFIXABLE-VULNS: 3 +Rewriting path/to/package.json... +Shelling out to regenerate lockfile... +Executing `/usr/bin/npm install --package-lock-only`... +``` + +
+ +{: .warning } +The subcommand will modify your manifest and lockfile. Make sure you commit or backup your files before running. + +{: .note } +The subcommand will not reinstall your `node_modules/` - you will need to manually run `npm ci` to install dependencies. + +If you wish to remediation only specific vulnerabilities, you may specify OSV IDs using the `--vulns` flag. [See all remediation flags](#remediation-flags). + +## Scripted usage + +The `--non-interactive` mode, in combination with [other flags](#remediation-flags), can be used in scripts to automatically apply and test remediation patches. + +Check out our [sample Python script](https://github.com/google/osv-scanner/blob/main/scripts/examples/auto_guided_remediation.py) that uses `osv-scanner fix` to remediate as many vulnerabilities as possible without failing your project's `npm run test`. + +## Interactive mode + +Interactive mode provides a step-by-step process to understand and fix vulnerabilities in your project. + +To run it, you can use the following command: + +```bash +osv-scanner fix -M path/to/package.json -L path/to/package-lock.json +``` + +{: .warning } +The subcommand will modify your manifest and lockfile. Make sure you commit or backup your files before running. + +The command will launch the Guided Remediation TUI and begin scanning your manifest and lockfile for vulnerabilities. Use the arrow keys to navigate menu items and the `ENTER` key to select. `TAB` can be used to switch to and from the information panel of each option. + +![Screenshot of the initial interactive results screen, showing found vulnerabilities and the potential remediation approaches](images/guided-remediation-result.png) + +{: .highlight } + +> The initial screen allows you to change the vulnerability selection criteria. Each correspond to a [vulnerability selection flag](#vulnerability-selection): +> +> - Max dependency depth: `--max-depth` +> - Min CVSS score: `--min-severity` +> - Exclude dev only: `--ignore-dev` + +From the first results screen, you can select which of the two remediation strategies to attempt. + +## In-place lockfile remediation + +'In-place' remediation involves replacing vulnerable versions of packages in your lockfile with non-vulnerable versions, while still respecting the existing constraints for that dependency. This approach is usually less risky, but will often fix less vulnerabilities than the [relock strategy](#relock-and-relax-direct-dependency-remediation). + +Selecting the "Modify lockfile in place" option will bring you to the in-place information page. From here, you can see which vulnerabilities can and cannot be resolved by this strategy. By default, every possible in-place patch will be chosen to be applied. You may instead choose which subset of patches you wish to apply. + +![Screenshot of the interactive in-place results screen](images/guided-remediation-in-place-results.png) + +![Screenshot of the interactive in-place patch selection screen](images/guided-remediation-in-place-choose.png) + +If you wish to apply the proposed in-place patches, select the "Write" option to update your lockfile with the new dependency versions. + +{: .note } +Writing these changes will not reinstall your dependencies. You'll need to run `npm ci` (or equivalent) separately. + +## Relock and relax direct dependency remediation + +Relocking recomputes your entire dependency graph based on your manifest file, taking the newest possible versions of all your required packages. Doing so will often allow for constraints on vulnerable packages to be unblocked and thus able to be remediated. However, relocking may cause a large number of changes to your dependency graph, which potentially carries a larger risk of breakages. + +Selecting the "Relock" option will bring you to the relock information page. Here, you can see which vulnerabilities are present after relocking. + +In addition to relocking, it may be possible to further remove vulnerabilities by bumping the required version constraints of your direct dependencies. You may choose to apply these patches by selecting them on the relock page then choosing the "Apply pending patches" option. The dependency graph will then be recomputed and you may continue to select more options. + +![Screenshot of the interactive relock results screen with some relaxation patches selected](images/guided-remediation-relock-patches.png) + +The relaxation patches are presented in order of effectiveness, with patches that resolve the most vulnerabilities with the least amount of dependency change shown first. + +If you wish to apply your current relock & relaxation changes, select the "Write" option to update your manifest file with the new requirements and regenerate your lockfile (if provided). + +{: .note } + +> The `package-lock.json` file is regenerated by first deleting the existing `package-lock.json` and `node_modules/` directory, then running `npm install --package-lock-only`. This recreates the lockfile but does not install the `node_modules/` dependencies. Run `npm ci` separately to install the dependencies. +> +> The `--relock-cmd` flag can be used to change the executed install command. + +## Remediation flags + +The `fix` subcommand has a number of flags to allow you to control which vulnerabilities and patches may be considered during remediation. + +### Non-interactive flags + +The following flags may be used when running in non-interactive mode only: + +- `--strategy=` [`in-place`](#in-place-lockfile-remediation) OR [`relock`](#relock-and-relax-direct-dependency-remediation): Which remediation strategy to use. +- `--apply-top=`: Specifies the maximum number of patches to apply. Patches are chosen in the same order as they would appear in the interactive mode. + + For example, `--apply-top=1` will only apply one patch, and `--apply-top=2` would apply the two best compatible patches. This flag is particularly useful when scripting to test the outcome of specific patches. Setting `--apply-top=-1` will apply every possible patch (default behavior). + +### Vulnerability selection + +The following flags may be used to filter which vulnerabilities will be selected for remediation: + +- `--max-depth=`: The maximum dependency depth to consider vulnerabilities from. + + For example, `--max-depth=1` will only consider vulnerabilities affecting direct dependencies, while `--max-depth=2` will consider up to the direct dependencies of your direct dependencies. Setting `--max-depth=-1` will consider all dependencies, regardless of depth. + +- `--min-severity=`: The minimum CVSS score of vulnerabilities to consider. + + For example, `--min-severity=7.5` will consider only vulnerabilities with CVSS a score of 7.5 and above. If the OSV record for the vulnerability does not have a CVSS score, it will **not** be excluded. + +- `--ignore-dev`: Whether to exclude vulnerabilities from dependencies that are only used in `devDependencies`. +- `--ignore-vulns=`: A list of OSV IDs to exclude from consideration. +- `--vulns=`: An explicit list of OSV IDs that should exclusively be considered, as long as the other criteria are satisfied. + +A vulnerability is only considered if it satisfies all the conditions set by these flags. + +### Dependency upgrade options + +The following flags may be used to limit the patches allowed for your dependencies: + +- `--disallow-major-upgrades`: Do no allow patches that would result in the major version number of any dependency from being changed. +- `--disallow-package-upgrades=`: Do no allow patches to any of the listed packages. + +### Data source + +By default, we use the [deps.dev API](https://docs.deps.dev/api/v3alpha/) to find version and dependency information of packages during remediation. + +If instead you'd like to use your ecosystem's native registry API (e.g. `https://registry.npmjs.org`), you can use the `--data-source=native` flag. `osv-scanner fix` will attempt to use the authentication specified by the native tooling (e.g. `npm config`) + +{: .highlight } +If your project uses mirrored or private registries, you will need to use `--data-source=native` + +{: .note } + +> The subcommand caches the requests it makes in `package.json.resolve.deps` (deps.dev) and `package.json.resolve.npm` (native npm). +> +> The native npm cache will store the addresses of private registries used, though not any authentication information. + +## Known issues + +- The subcommand does not use the `osv-scanner.toml` configuration. Use the `--ignore-vulns` flag instead. + +### npm + +- Non-registry dependencies (local paths, URLs, Git, etc.) are not evaluated. +- `peerDependencies` are not properly considered during dependency resolution (treated as if using `--legacy-peer-deps`). +- `overrides` are ignored during dependency resolution. + +#### Workspaces + +Remediation in npm `workspaces` is only partially supported: + +- In-place updates should function correctly on the workspace `package-lock.json`. +- Dependency relaxation can change dependencies in the `package.json` file being being scanned. 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+ Table of contents + + {: .text-delta } +- TOC +{:toc} + + +OSV-Scanner supports license checking as an experimental feature. The data comes from the [deps.dev API](https://docs.deps.dev/api/). + +{: .note } +This feature is experimental and might change or be removed with only a minor version update. + +## License summary + +If you want a summary of your dependencies licenses, use the `--experimental-licenses-summary` flag: + +```bash +osv-scanner --experimental-licenses-summary path/to/repository +``` + +## License violations + +To set an allowed license list and see the details of packages that do not conform, use the `--experimental-licenses` flag: + +```bash +osv-scanner --experimental-licenses="comma-separated list of allowed licenses" path/to/directory +``` + +Include your allowed licenses as a comma-separated list. OSV-Scanner recognizes licenses in SPDX format. Please indicate your allowed licenses using [SPDX license](https://spdx.org/licenses/) identifiers. + +### License violations example + +If you wanted to allow the following licenses: + +- [BSD 3-Clause "New" or "Revised" License](https://spdx.org/licenses/BSD-3-Clause.html) +- [Apache License 2.0](https://spdx.org/licenses/Apache-2.0.html) +- [MIT](https://spdx.org/licenses/MIT.html) + +Your command would be in this form: + +```bash +osv-scanner --experimental-licenses="BSD-3-Clause,Apache-2.0,MIT" path/to/directory +``` diff --git a/docs/offline-mode.md b/docs/offline-mode.md new file mode 100644 index 0000000000..eab34e8c15 --- /dev/null +++ b/docs/offline-mode.md @@ -0,0 +1,95 @@ +--- +layout: page +title: Offline Mode +permalink: /experimental/offline-mode/ +parent: Experimental Features +nav_order: 1 +--- + +# Offline Mode + +Experimental +{: .label } + +{: .no_toc } + +
+ + Table of contents + + {: .text-delta } +- TOC +{:toc} +
+ +OSV-Scanner now supports offline scanning as an experimental feature. Offline scanning checks your project against a local database instead of calling the OSV.dev API. + +{: .note } +This feature is experimental and might change or be removed with only a minor version update. + +## Specify database location + +Our offline features require the use of a local database, the location of which is determined through the use of the `OSV_SCANNER_LOCAL_DB_CACHE_DIRECTORY` environment variable. + +The local database file structure is in this form: + +``` +{local_db_dir}/ + osv-scanner/ + npm/all.zip + PyPI/all.zip + … + {ecosystem}/all.zip +``` + +Where `{local_db_dir}` can be set by the `OSV_SCANNER_LOCAL_DB_CACHE_DIRECTORY` environment variable. + +If the `OSV_SCANNER_LOCAL_DB_CACHE_DIRECTORY` environment variable is _not_ set, OSV-Scanner will attempt to look for the database in the following locations, in this order: + +1. The location returned by [`os.UserCacheDir`](https://pkg.go.dev/os#UserCacheDir) +2. The location returned by [`os.TempDir`](https://pkg.go.dev/os#TempDir) + +The database can be [downloaded manually](./experimental.md#manual-database-download) or by using the [`--experimental-local-db` flag](./experimental.md#local-database-option). + +## Offline option + +The offline database flag `--experimental-offline` causes OSV-Scanner to scan your project against a previously downloaded local database. OSV-Scanner will not download or update the local database, nor will it send any project or dependency information anywhere. When a local database is not present, you will get an error message. No network connection is required when using this flag. + +```bash +osv-scanner --experimental-offline ./path/to/your/dir +``` + +## Local database option + +The local database flag `--experimental-local-db` causes OSV-Scanner to download or update your local database and then scan your project against it. + +```bash +osv-scanner --experimental-local-db ./path/to/your/dir +``` + +## Manual database download + +Instead of using the `--experimental-local-db` flag to download the database, it is possible to manually download the database. + +A downloadable copy of the OSV database is stored in a GCS bucket maintained by OSV: +[`gs://osv-vulnerabilities`](https://osv-vulnerabilities.storage.googleapis.com) + +This bucket contains zip files containing all vulnerabilities for each ecosystem at: +`gs://osv-vulnerabilities//all.zip`. + +E.g. for PyPI vulnerabilities: + +```bash +gsutil cp gs://osv-vulnerabilities/PyPI/all.zip . +``` + +You can also download over HTTP via https://osv-vulnerabilities.storage.googleapis.com//all.zip . + +A list of all current ecosystems is available at +[`gs://osv-vulnerabilities/ecosystems.txt`](https://osv-vulnerabilities.storage.googleapis.com/ecosystems.txt). + +Set the location of your manually downloaded database by following the instructions [here](./experimental.md#specify-database-location). + +## Limitations + +1. Commit level scanning is not supported. diff --git a/scripts/examples/auto_guided_remediation.py b/scripts/examples/auto_guided_remediation.py new file mode 100755 index 0000000000..55df092b77 --- /dev/null +++ b/scripts/examples/auto_guided_remediation.py @@ -0,0 +1,159 @@ +#!/usr/bin/env python3 +""" +Proof of concept demonstrating an automated guided remediation patching workflow. +We progressively try more and more patches until tests fail. +Requires osv-scanner to be in your PATH. +""" + +import os.path +import re +import subprocess +import sys +from typing import List, Tuple + +PATCH_STRATEGIES = [ + ['--strategy=in-place'], # Try every single transitive dependency upgrade without relocking or bumping direct dependencies.json. + ['--strategy=relock'], # Relock the manifest and try direct dependency bumps. + # This could also include things like: + # '--min-severity=X' Minimum severity of vulnerabilities to consider. + # '--max-depth=Y': Maximum (shortest) dependency depth + # '--disallow-major-upgrades={true/false}': Whether or not major upgrades are done. + # etc... which can help reduce/increase the scope of changes by prioritizing vulnerabilities according to these filters. + # e.g. ['--strategy=relock', '--disallow-major-upgrades=true', '--max-depth=5'], # Relock the manifest and try direct dependency bumps. + # See `osv-scanner fix --help`. +] + +if len(sys.argv) < 2: + print(f'Usage: {sys.argv[0]} ') + sys.exit(1) + +directory = sys.argv[1] +osv_fix_args = sys.argv[2:] + +# check if the directory is within a git repo +if subprocess.call(['git', '-C', directory, 'rev-parse']): + print(f'{directory} is not part of a git repository') + sys.exit(1) + +manifest = os.path.join(directory, 'package.json') +lockfile = os.path.join(directory, 'package-lock.json') + + +def run_fix(n_patches: int, avoid_pkgs: List[str], strategy: List[str]) -> Tuple[List[str], int, int]: + # restore package.json & package-lock.json + subprocess.check_call(['git', 'checkout', 'package.json', 'package-lock.json'], cwd=directory) + # run osv-fix and parse changes + cmd = ['osv-scanner', 'fix', '--non-interactive', '-M', manifest, '-L', lockfile] + osv_fix_args + strategy + + # 0 is a magic value that means we try all patches. + if n_patches != 0: + cmd.extend(['--apply-top', str(n_patches)]) + + if len(avoid_pkgs) > 0: + cmd.extend(['--disallow-package-upgrades', ','.join(avoid_pkgs)]) + + try: + output = subprocess.check_output(cmd, text=True) + except subprocess.CalledProcessError as e: + output = (e.stdout or '') + (e.stderr or '') + + upgraded = [m[1] for m in re.finditer(r'UPGRADED-PACKAGE: (.*),(.*),(.*)', output)] + remaining_vulns = None + unfixable_vulns = None + + match = re.search(r'REMAINING-VULNS:\s*(\d+)', output) + if match: + remaining_vulns = int(match.group(1)) + + match = re.search(r'UNFIXABLE-VULNS:\s*(\d+)', output) + if match: + unfixable_vulns = int(match.group(1)) + + return upgraded, remaining_vulns, unfixable_vulns + + +def run_loop(strategy: List[str]) -> Tuple[List[str], int, int, List[str]]: + valid = [] + avoid = [] + # 0 is a special value meaning that we try applying every patch. This is + # meant as a shortcut in case this would've succeeded anyway. + n_patches = 0 + + print('===== Attempting auto-patch with strategy', strategy, '=====') + + remaining = None + total_unfixable = None + + while True: + changes, remaining, unfixable = run_fix(n_patches, avoid, strategy) + if changes == valid: + # if the result of running osv-fix hasn't changed, then we've run out of patches to apply + break + + print('===== Trying to upgrade:', changes, '=====') + print('===== Current blocklist:', avoid, '=====') + # check the install & tests + if subprocess.call(['npm', 'ci'], cwd=directory) or subprocess.call(['npm', 'run', 'test'], cwd=directory): # tests failed + if n_patches == 0: + # First try with every single patch. + # Record the unfixable count using this, as it represents the real + # unfixable count if every possible package upgrade was allowed. + total_unfixable = unfixable + n_patches += 1 + continue + + print('===== Tests failed, blocklisting upgrades =====') + # add each new package to the avoid list + + for c in changes: + if c not in valid: + avoid.append(c) + print('===== Current blocklist:', avoid, '=====') + else: # tests passed + if n_patches == 0: + valid = changes + break + + # try now with the next patch + valid = changes + n_patches += 1 + + if valid: + print() + print('===== The following packages have been changed and verified against the tests: =====') + for v in valid: + print(v) + + return valid, remaining, total_unfixable, avoid + + +best_strategy = None +best_changes = [] +best_avoid = [] +best_remaining = 10000000 +best_unfixable = None + +for strategy in PATCH_STRATEGIES: + changes, remaining, unfixable, avoid = run_loop(strategy) + if changes and remaining < best_remaining: + best_strategy = strategy + best_changes = changes + best_avoid = avoid + best_remaining = remaining + best_unfixable = unfixable + +print() +print('===== Auto-patch completed with the following changed packages =====') +print('Best strategy:', best_strategy) +for v in best_changes: + print(v) + +print('The follow packages cannot be upgraded due to failing tests:') +for v in best_avoid: + print(v) + +print() +print(best_remaining, 'vulnerabilities remain') + +if best_unfixable: + print(best_unfixable, 'vulnerabilities are impossible to fix by package upgrades')