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7c45acd061
- Add new AI Querier module for structured information extraction from screenshots - Support custom output schema for structured data response - Implement automatic type conversion and data validation - Add comprehensive test suite with various data structure examples - Refactor callModelWithLogging to utils.go as shared function for planner, asserter, and querier - Eliminate code duplication across AI modules (30+ lines of repeated code) - Improve maintainability with unified logging and timing logic - Add environment variable checks in test setup to handle missing API keys gracefully Key features: - Custom output schema support with JSON Schema generation - Automatic data type conversion with reflection - Fallback mechanisms for robust parsing - Comprehensive documentation and usage examples - Backward compatibility with existing functionality
HttpRunner
⚠️ HttpRunner v5 only includes the Golang version, and the Python version of the code has been migrated to httprunner/httprunner.py
HttpRunner (also known as hrp) is an open-source testing framework that was born in 2017. Initially, it was used for API interface and performance testing, and later evolved into a versatile and extensible testing framework.
In 2022, HttpRunner began to support UI automation testing, currently supporting multiple system platforms such as Android/iOS/Harmony/Browser, and integrated large model technology in v5.
Compared to other UI automation frameworks, HttpRunner's main features include:
- Pure visual-driven solution (OCR/CV/LLM), pursuing universality and minimal performance loss
- Unified API across multiple platforms, reducing learning and horizontal expansion costs
- Embracing the open-source ecosystem, fully reusing open-source components
Usage
$ hrp -h
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HttpRunner: Enjoy your All-in-One Testing Solution ✨ 🚀 ✨
💡 Simple Yet Powerful
- Natural language driven test scenarios powered by LLM
- User-friendly SDK API with IDE auto-completion
- Intuitive GoTest/YAML/JSON/Text testcase format
📌 Comprehensive Testing Capabilities
- UI Automation: Android/iOS/Harmony/Browser
- API Testing: HTTP(S)/HTTP2/WebSocket/RPC
- Load Testing: run API testcase concurrently with boomer
🧩 High Scalability
- Plugin system for custom functions
- Distributed testing support
- Cross-platform: macOS/Linux/Windows
🛠 Easy Integration
- CI/CD friendly with JSON logs and HTML reports
- Rich ecosystem tools
Learn more:
Website: https://httprunner.com
GitHub: https://github.com/httprunner/httprunner
Copyright © 2017-present debugtalk. Apache-2.0 License.
Usage:
hrp [command]
Available Commands:
adb simple utils for android device management
build build plugin for testing
completion Generate the autocompletion script for the specified shell
convert convert multiple source format to HttpRunner JSON/YAML/gotest/pytest cases
help Help about any command
ios simple utils for ios device management
pytest run API test with pytest
run run API test with go engine
server start hrp server
startproject create a scaffold project
wiki visit https://httprunner.com
Flags:
-h, --help help for hrp
--log-json set log to json format (default colorized console)
-l, --log-level string set log level (default "INFO")
--venv string specify python3 venv path
-v, --version version for hrp
Use "hrp [command] --help" for more information about a command.
User Cases
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