# ansible-content-parser
## Overview
`ansible-content-parser` analyzes Ansible files in a given source
(a local directory, an archive file or a git URL)
by running `ansible-lint` internally,
updates Ansible files using the [Autofix feature of `ansible-lint`](https://ansible.readthedocs.io/projects/lint/autofix/)
and generates the `ftdata.jsonl` file, which is the training dataset for
developing custom AI models.
## Build
Execute the `tox` command. Installable images are created under
the `dist` directory.
## Installation
### Prerequisites
- Python version 3.10 or later.
- UNIX OS, such as Linux or Mac OS.
**Note:** Installation on Microsoft Windows OS is not supported.
### Procedure
`ansible-content-parser` uses a newer version of `ansible-lint` and its
dependent components. In order to isolate them from the existing
Ansible installations, it is recommended to install `ansible-content-parser` in
a Python virtual environment with the following steps:
1. Create a working directory and set up venv Python virtual environment:
```commandline
python -m venv ./venv
source ./venv/bin/activate
```
2. Install `ansible-content-parser` from the pip repository:
```commandline
pip install --upgrade pip
pip install --upgrade ansible-content-parser
```
3. After the installation is completed, verify that `ansible-content-parser` and `ansible-lint` are installed correctly:
```commandline
ansible-content-parser --version
ansible-lint --version
```
A list of application versions and their dependencies are displayed.
In the output that is displayed, ensure that you have the same version of `ansible-lint`.
**Important:** If there is a mismatch in the installed `ansible-lint` versions, you cannot get consistent results from the content parser and ansible-lint.
For example, the following result shows a mismatch in `ansible-lint` versions:
```commandline
$ ansible-content-parser --version
ansible-content-parser 0.0.1 using ansible-lint:6.20.0 ansible-core:2.15.4
$ ansible-lint --version
ansible-lint 6.13.1 using ansible 2.15.4
A new release of ansible-lint is available: 6.13.1 → 6.20.0
```
If the `ansible-lint` versions do not match, perform the following tasks:
1. Deactivate and reactivate venv:
```commandline
deactivate
source ./venv/bin/activate
```
2. Verify that the `ansible-lint` versions match:
```commandline
ansible-content-parser --version
ansible-lint --version
```
For example, the following output shows the same ansible-lint versions:
```
$ ansible-content-parser --version
ansible-content-parser 0.0.1 using ansible-lint:6.20.0 ansible-core:2.15.4
$ ansible-lint --version
ansible-lint 6.20.0 using ansible-core:2.15.4 ansible-compat:4.1.10 ruamel-yaml:0.17.32 ruamel-yaml-clib:0.2.7
```
## Execution
`ansible-content-parser` accepts two positional parameters (`source` and `output`)
with a few optional parameters.
```commandline
$ ansible-content-parser --help
usage: ansible-content-parser [-h] [--config-file CONFIG_FILE]
[--profile {min,basic,moderate,safety,shared,production}] [--fix WRITE_LIST]
[--skip-ansible-lint] [--no-exclude] [-v] [--source-license SOURCE_LICENSE]
[--source-description SOURCE_DESCRIPTION] [--repo-name REPO_NAME] [--repo-url REPO_URL]
[--version]
source output
Parse Ansible files in the given repository by running ansible-lint and generate a training dataset for Ansible
Lightspeed.
positional arguments:
source source, which can be an zip/tar archive, a git URL or a local directory
output output directory
options:
-h, --help show this help message and exit
--config-file CONFIG_FILE
Specify the configuration file to use for ansible-lint. By default it will look for '.ansible-
lint', '.config/ansible-lint.yml', or '.config/ansible-lint.yaml' in the source repository.
--profile {min,basic,moderate,safety,shared,production}
Specify which rules profile to be used for ansible-lint
--fix WRITE_LIST Specify how ansible-lint performs auto-fixes, including YAML reformatting. You can limit the
effective rule transforms (the 'write_list') by passing a keywords 'all' (=default) or 'none'
or a comma separated list of rule ids or rule tags.
-S, --skip-ansible-lint
Skip the execution of ansible-lint.
--no-exclude Do not let ansible-content-parser to generate training dataset by excluding files that caused
lint errors. With this option specified, a single lint error terminates the execution without
generating the training dataset.
-v, --verbose Explain what is being done
--source-license SOURCE_LICENSE
Specify the license that will be included in the training dataset.
--source-description SOURCE_DESCRIPTION
Specify the description of the source that will be included in the training dataset.
--repo-name REPO_NAME
Specify the repository name that will be included in the training dataset. If it is not
specified, it is generated from the source name.
--repo-url REPO_URL Specify the repository url that will be included in the training dataset. If it is not
specified, it is generated from the source name.
--version show program's version number and exit
```
### `source` positional argument
The first positional parameter is `source`, which specifies
the source repository to be used. Following three types of sources are supported:
1. File directory.
2. Archive file in the following table:
| File Format | File Extension |
| ---------------- | --------------------------------------------- |
| ZIP | .zip |
| Uncompressed TAR | .tar |
| Compressed TAR | .tar.gz, .tgz, .tar.bz2, .tbz2, .tar.xz, .txz |
3. Git URL, e.g. `git@github.com:ansible/workshop-examples.git` or `https://github.com/ansible/workshop-examples.git`
### `output` positional argument
The second positional parameter is `output`, which specifies a writable
directory. If the directory already exists, it has to be
an empty directory. If it does not exist, it will be newly created with
the given name.
`ansible-content-parser` creates the`repository` subdirectory in the
`output` directory and copies the contents of the `source` repository
to it. The copied contents may be changed by during the execution
of the Content Parser.
## Outputs
Following directory structure is created in the directory specified with the `output`
positional argument.
```
output/
|-- ftdata.jsonl # Training dataset
|-- report.txt # A human-readable report
|
|-- repository/
| |-- (files copied from the source repository)
|
|-- metadata/
|-- lint-result.json # Metadata generated by ansible-lint
|-- sarif.json # ansible-lint results in SARIF format
|-- (other metadata files generated)
```
### ftdata.jsonl
This is the training dataset file, which is the main output of `ansible-content-parser`.
It is in the JSONL format, each of whose line represents a JSON object
### report.txt
This is a human-readable report that provides the summary information of the run
of `ansible-content-parser`, which contains sections like:
1. File counts per type
2. List of Ansible files identified
3. Issues found by ansible-lint
4. List of Ansible modules found in tasks
Note: When the `--skip-ansible-lint` option is specified, the first three sections do
not appear in the report.
### metadata directory
This subdirectory contains a few files that contain metadata generated
in the Content Parser run.
#### lint-result.json
`lint-result.json` is created in the `metadata` subdirectory
as the result of the execution
of `ansible-content-parser`. The file contains a dictionary, which
has two key/value pairs:
1. `files` This is for the list of files that were found
in the execution. The format of each file entry is explained below.
Each file entry is represented as a dictionary that contains following keys
| Key | Description |
| ----------------- | ------------------------------------------------------------- |
| `base_kind` | MIME type of the file, for example, `text/yaml` |
| `dir` | Directory where the file resides. |
| `exc` | Exception found while processing this file. It can be null. |
| `filename` | File name |
| `kind` | File type, for example, `playbook`, `tasks` or `role` |
| `name` | File name (Usually same as `filename`) |
| `parent` | Name of the parent, like a role. It can be null |
| `role` | Ansible role. It can be null |
| `stop_processing` | Identifies whether processing was stopped on this file or not |
| `updated` | Identifies whether contents were updated by `ansible-lint` |
Following shows an example of a file entry:
```json
{
"base_kind": "text/yaml",
"dir": "/mnt/input/roles/delete_compute_node/tasks",
"exc": null,
"filename": "roles/delete_compute_node/tasks/main.yaml",
"kind": "tasks",
"name": "roles/delete_compute_node/tasks/main.yaml",
"parent": "roles/delete_compute_node",
"role": "delete_compute_node",
"stop_processing": false,
"updated": false
}
```
2. `excluded` This is for the list of file paths, which were excluded in the second `ansible-lint`
execution because syntax check errors were found in those files on the first execution.
The files included in the list will not appear in the entries associated with the `files` key.
- **Note:** If `ansible-content-parser` is executed with the `--no-exclude` option, the second execution
does not occur even if syntax check errors were found on the first execution and
the training dataset will not be created.
#### sarif.json
This is the output of `ansible-lint` with the `--sarif-file` option.
The `report.txt` contains a summary generated
from this file in the "Issues found by ansible-lint" section.
Raw data
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"description": "# ansible-content-parser\n\n## Overview\n\n`ansible-content-parser` analyzes Ansible files in a given source\n(a local directory, an archive file or a git URL)\nby running `ansible-lint` internally,\nupdates Ansible files using the [Autofix feature of `ansible-lint`](https://ansible.readthedocs.io/projects/lint/autofix/)\nand generates the `ftdata.jsonl` file, which is the training dataset for\ndeveloping custom AI models.\n\n## Build\n\nExecute the `tox` command. Installable images are created under\nthe `dist` directory.\n\n## Installation\n\n### Prerequisites\n\n- Python version 3.10 or later.\n- UNIX OS, such as Linux or Mac OS.\n\n**Note:** Installation on Microsoft Windows OS is not supported.\n\n### Procedure\n\n`ansible-content-parser` uses a newer version of `ansible-lint` and its\ndependent components. In order to isolate them from the existing\nAnsible installations, it is recommended to install `ansible-content-parser` in\na Python virtual environment with the following steps:\n\n1. Create a working directory and set up venv Python virtual environment:\n\n```commandline\npython -m venv ./venv\nsource ./venv/bin/activate\n```\n\n2. Install `ansible-content-parser` from the pip repository:\n\n```commandline\npip install --upgrade pip\npip install --upgrade ansible-content-parser\n```\n\n3. After the installation is completed, verify that `ansible-content-parser` and `ansible-lint` are installed correctly:\n\n```commandline\nansible-content-parser --version\nansible-lint --version\n```\n\nA list of application versions and their dependencies are displayed.\nIn the output that is displayed, ensure that you have the same version of `ansible-lint`.\n\n**Important:** If there is a mismatch in the installed `ansible-lint` versions, you cannot get consistent results from the content parser and ansible-lint.\nFor example, the following result shows a mismatch in `ansible-lint` versions:\n\n```commandline\n$ ansible-content-parser --version\nansible-content-parser 0.0.1 using ansible-lint:6.20.0 ansible-core:2.15.4\n$ ansible-lint --version\nansible-lint 6.13.1 using ansible 2.15.4\nA new release of ansible-lint is available: 6.13.1 \u2192 6.20.0\n```\n\nIf the `ansible-lint` versions do not match, perform the following tasks:\n\n1. Deactivate and reactivate venv:\n\n```commandline\ndeactivate\nsource ./venv/bin/activate\n```\n\n2. Verify that the `ansible-lint` versions match:\n\n```commandline\nansible-content-parser --version\nansible-lint --version\n```\n\nFor example, the following output shows the same ansible-lint versions:\n\n```\n$ ansible-content-parser --version\nansible-content-parser 0.0.1 using ansible-lint:6.20.0 ansible-core:2.15.4\n$ ansible-lint --version\nansible-lint 6.20.0 using ansible-core:2.15.4 ansible-compat:4.1.10 ruamel-yaml:0.17.32 ruamel-yaml-clib:0.2.7\n```\n\n## Execution\n\n`ansible-content-parser` accepts two positional parameters (`source` and `output`)\nwith a few optional parameters.\n\n```commandline\n$ ansible-content-parser --help\nusage: ansible-content-parser [-h] [--config-file CONFIG_FILE]\n [--profile {min,basic,moderate,safety,shared,production}] [--fix WRITE_LIST]\n [--skip-ansible-lint] [--no-exclude] [-v] [--source-license SOURCE_LICENSE]\n [--source-description SOURCE_DESCRIPTION] [--repo-name REPO_NAME] [--repo-url REPO_URL]\n [--version]\n source output\n\nParse Ansible files in the given repository by running ansible-lint and generate a training dataset for Ansible\nLightspeed.\n\npositional arguments:\n source source, which can be an zip/tar archive, a git URL or a local directory\n output output directory\n\noptions:\n -h, --help show this help message and exit\n --config-file CONFIG_FILE\n Specify the configuration file to use for ansible-lint. By default it will look for '.ansible-\n lint', '.config/ansible-lint.yml', or '.config/ansible-lint.yaml' in the source repository.\n --profile {min,basic,moderate,safety,shared,production}\n Specify which rules profile to be used for ansible-lint\n --fix WRITE_LIST Specify how ansible-lint performs auto-fixes, including YAML reformatting. You can limit the\n effective rule transforms (the 'write_list') by passing a keywords 'all' (=default) or 'none'\n or a comma separated list of rule ids or rule tags.\n -S, --skip-ansible-lint\n Skip the execution of ansible-lint.\n --no-exclude Do not let ansible-content-parser to generate training dataset by excluding files that caused\n lint errors. With this option specified, a single lint error terminates the execution without\n generating the training dataset.\n -v, --verbose Explain what is being done\n --source-license SOURCE_LICENSE\n Specify the license that will be included in the training dataset.\n --source-description SOURCE_DESCRIPTION\n Specify the description of the source that will be included in the training dataset.\n --repo-name REPO_NAME\n Specify the repository name that will be included in the training dataset. If it is not\n specified, it is generated from the source name.\n --repo-url REPO_URL Specify the repository url that will be included in the training dataset. If it is not\n specified, it is generated from the source name.\n --version show program's version number and exit\n```\n\n### `source` positional argument\n\nThe first positional parameter is `source`, which specifies\nthe source repository to be used. Following three types of sources are supported:\n\n1. File directory.\n2. Archive file in the following table:\n\n| File Format | File Extension |\n| ---------------- | --------------------------------------------- |\n| ZIP | .zip |\n| Uncompressed TAR | .tar |\n| Compressed TAR | .tar.gz, .tgz, .tar.bz2, .tbz2, .tar.xz, .txz |\n\n3. Git URL, e.g. `git@github.com:ansible/workshop-examples.git` or `https://github.com/ansible/workshop-examples.git`\n\n### `output` positional argument\n\nThe second positional parameter is `output`, which specifies a writable\ndirectory. If the directory already exists, it has to be\nan empty directory. If it does not exist, it will be newly created with\nthe given name.\n\n`ansible-content-parser` creates the`repository` subdirectory in the\n`output` directory and copies the contents of the `source` repository\nto it. The copied contents may be changed by during the execution\nof the Content Parser.\n\n## Outputs\n\nFollowing directory structure is created in the directory specified with the `output`\npositional argument.\n\n```\noutput/\n |-- ftdata.jsonl # Training dataset\n |-- report.txt # A human-readable report\n |\n |-- repository/\n | |-- (files copied from the source repository)\n |\n |-- metadata/\n |-- lint-result.json # Metadata generated by ansible-lint\n |-- sarif.json # ansible-lint results in SARIF format\n |-- (other metadata files generated)\n```\n\n### ftdata.jsonl\n\nThis is the training dataset file, which is the main output of `ansible-content-parser`.\n\nIt is in the JSONL format, each of whose line represents a JSON object\n\n### report.txt\n\nThis is a human-readable report that provides the summary information of the run\nof `ansible-content-parser`, which contains sections like:\n\n1. File counts per type\n2. List of Ansible files identified\n3. Issues found by ansible-lint\n4. List of Ansible modules found in tasks\n\nNote: When the `--skip-ansible-lint` option is specified, the first three sections do\nnot appear in the report.\n\n### metadata directory\n\nThis subdirectory contains a few files that contain metadata generated\nin the Content Parser run.\n\n#### lint-result.json\n\n`lint-result.json` is created in the `metadata` subdirectory\nas the result of the execution\nof `ansible-content-parser`. The file contains a dictionary, which\nhas two key/value pairs:\n\n1. `files` This is for the list of files that were found\n in the execution. The format of each file entry is explained below.\n\nEach file entry is represented as a dictionary that contains following keys\n\n| Key | Description |\n| ----------------- | ------------------------------------------------------------- |\n| `base_kind` | MIME type of the file, for example, `text/yaml` |\n| `dir` | Directory where the file resides. |\n| `exc` | Exception found while processing this file. It can be null. |\n| `filename` | File name |\n| `kind` | File type, for example, `playbook`, `tasks` or `role` |\n| `name` | File name (Usually same as `filename`) |\n| `parent` | Name of the parent, like a role. It can be null |\n| `role` | Ansible role. It can be null |\n| `stop_processing` | Identifies whether processing was stopped on this file or not |\n| `updated` | Identifies whether contents were updated by `ansible-lint` |\n\nFollowing shows an example of a file entry:\n\n```json\n{\n \"base_kind\": \"text/yaml\",\n \"dir\": \"/mnt/input/roles/delete_compute_node/tasks\",\n \"exc\": null,\n \"filename\": \"roles/delete_compute_node/tasks/main.yaml\",\n \"kind\": \"tasks\",\n \"name\": \"roles/delete_compute_node/tasks/main.yaml\",\n \"parent\": \"roles/delete_compute_node\",\n \"role\": \"delete_compute_node\",\n \"stop_processing\": false,\n \"updated\": false\n}\n```\n\n2. `excluded` This is for the list of file paths, which were excluded in the second `ansible-lint`\n execution because syntax check errors were found in those files on the first execution.\n The files included in the list will not appear in the entries associated with the `files` key.\n\n- **Note:** If `ansible-content-parser` is executed with the `--no-exclude` option, the second execution\n does not occur even if syntax check errors were found on the first execution and\n the training dataset will not be created.\n\n#### sarif.json\n\nThis is the output of `ansible-lint` with the `--sarif-file` option.\nThe `report.txt` contains a summary generated\nfrom this file in the \"Issues found by ansible-lint\" section.\n",
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