apache-airflow-providers-git

v0.4.0 safe
2.0
Low Risk

Provider package apache-airflow-providers-git for Apache Airflow

🤖 AI Analysis

Final verdict: SAFE

The package has minimal risk indicators, with no detected network calls, shell executions, or credential harvesting activities. The observed obfuscation is benign and common in package development.

  • No network call patterns detected
  • No shell execution patterns detected
  • Observed obfuscation is standard and non-malicious
Per-check LLM notes
  • Network: No network call patterns detected, which is normal for a package not requiring external API interactions.
  • Shell: No shell execution patterns detected, which is expected for a standard Python package.
  • Obfuscation: The observed pattern is likely a standard method for extending package paths and not indicative of malicious obfuscation.
  • Credentials: No patterns indicative of credential harvesting were detected.

📦 Package Quality Overall: Medium (7.8/10)

✦ High Test Suite 9.0

Test suite present — 7 test file(s) found

  • Test runner config found: conftest.py
  • 7 test file(s) detected (e.g. conftest.py)
✦ High Documentation 9.0

Well-documented package

  • Documentation URL: "Documentation" -> https://airflow.apache.org/docs/apache-airflow-providers-git
  • 1 documentation file(s) (e.g. conf.py)
  • Detailed PyPI description (3488 chars)
○ Low Contributing Guide 4.0

No contributing guide or governance files found

  • Development Status classifier >= Beta
◈ Medium Type Annotations 7.0

Partial type annotation coverage

  • Type checker (mypy / pyright / pytype) referenced in project
  • 8 type-annotated function signatures (partial)
✦ High Multiple Contributors 10.0

Active multi-contributor project

  • 46 unique contributor(s) across 100 commits in apache/airflow
  • Active community — 5 or more distinct contributors

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

⚠ Code Obfuscation score 2.0

Found 1 obfuscation pattern(s)

  • under the License. __path__ = __import__("pkgutil").extend_path(__path__, __name__) # Licensed to the Apache S
✓ Shell / Subprocess Execution

No shell execution patterns detected

✓ Credential Harvesting

No credential harvesting patterns detected

✓ Typosquatting

No typosquatting candidates detected

✓ Registered Email Domain

Email domain looks legitimate: airflow.apache.org>

⚠ Suspicious Page Links score 2.0

Found 1 suspicious link(s) on the package page

  • Non-HTTPS external link: http://www.apache.org/licenses/LICENSE-2.0
✓ Git Repository History

Repository apache/airflow appears legitimate

⚠ Maintainer History score 4.0

2 maintainer concern(s) found

  • Author name is missing or very short
  • Author "" appears to have only 1 package on PyPI (new or inactive account)
✓ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

💡 AI App Starter Prompt

Use this prompt to build a project with apache-airflow-providers-git 
Your task is to create a simple yet powerful application using Apache Airflow along with the 'apache-airflow-providers-git' package. This application will serve as a version control system manager for DAGs (Directed Acyclic Graphs), which are essential components in Apache Airflow for defining workflows. Your application will be named 'GitDAGSync' and it will automate the process of syncing your DAG files with a remote Git repository, ensuring that your workflow definitions are always up-to-date and backed up remotely.

### Core Functionality:
- **Syncing DAGs**: Automatically sync local DAG files with a specified remote Git repository.
- **Version Control**: Track changes in DAG files through commits and pushes.
- **Scheduling Sync**: Implement a scheduler to periodically check for updates from the remote repository and pull any changes into the local environment.
- **Conflict Resolution**: Handle merge conflicts that may arise when pulling updates from the remote repository.
- **Error Logging**: Log any errors encountered during the syncing process for debugging purposes.

### Suggested Features:
- **User Authentication**: Allow users to authenticate their Git credentials securely.
- **Customizable Settings**: Enable users to customize settings such as the frequency of sync operations, branch name, and remote repository URL.
- **Notification System**: Notify users via email or Slack when the sync operation is completed or if there are any issues.
- **Web Interface**: Develop a basic web interface to monitor the status of the syncing process and view logs.

### Utilizing 'apache-airflow-providers-git':
This package provides hooks and operators for interacting with Git repositories directly within Apache Airflow. Use the 'GitSensorOperator' to periodically check for changes in the remote repository and the 'GitBranchSensorOperator' to monitor specific branches. Additionally, use the 'GitPullOperator' to pull changes into the local environment and the 'GitPushOperator' to push local changes back to the remote repository. These operators will facilitate the automation of the syncing process and ensure seamless integration with your existing Airflow workflows.

💬 Discussion Feed

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