AI-Powered Ballerina Connector Automation #8432
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TharmiganK merged 2 commits intoballerina-platform:connector-automationfrom Nov 4, 2025
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AI-Powered Ballerina Connector Automation #8432TharmiganK merged 2 commits intoballerina-platform:connector-automationfrom
TharmiganK merged 2 commits intoballerina-platform:connector-automationfrom
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Approved the PR, lets do a proper review when we sent the PR to the main branch
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* Add connector automation source code * Update org name * Merge pull request #8432 from nostoc/connector-automation AI-Powered Ballerina Connector Automation * Implement the auto-generate-workflow partially * Add directory name extraction function and update example README generation * Remove user confirmation prompt from full pipeline execution * Add auto-generate connector workflow * Update doc generator to support relative paths * Add auto generate connector template * Address PR review comments * Remove auto-confirm input and simplify pipeline arguments in connector generation workflow * Remove unused inputs from auto-generate connector workflow and update PR body * Add Auto generate Connector Template (#8440) * Add connector automation source code * Update org name * Implement the auto-generate-workflow partially * Add directory name extraction function and update example README generation * Remove user confirmation prompt from full pipeline execution * Add auto-generate connector workflow * Update doc generator to support relative paths * Add auto generate connector template * Address PR review comments * Remove auto-confirm input and simplify pipeline arguments in connector generation workflow * Remove unused inputs from auto-generate connector workflow and update PR body * Enhance auto-generate connector workflow by adding distribution-zip input, setting up JDK 21, and improving Ballerina setup steps * Update description for distribution-zip input in auto-generate connector workflow * Rename step for setting default Ballerina command in auto-generate connector workflow * Refactor Get Ballerina distribution to use curl for downloading and added authorization token * Remove redundant Get Ballerina Distribution step in auto-generate connector workflow * Improve Ballerina distribution download step by combining download and extraction, handling nested ZIP files, and cleaning up temporary files * Update workflow * Update workflow again * Update again * Add debugging into clone connector automator step * Add branch * Add Config.toml creation for connector automator * Add Ballerina bin directory to PATH for custom distribution in connector automator * Add license path as argument to connector generation pipeline * Remove license file input from connector generation workflow * Comment out license handling code in client generator * Update connector automator clone URL to use internal repository * Fix clone URL for connector automator to use GitHub repository * Fix output path in connector generation pipeline * Improve connector generation pipeline by updating spec and output paths, and adding error handling for missing spec file * Update TEMPLATES_PATH to use relative path for template directory * Rename module main functions and files * Enhance user feedback and improve CLI interactions * Remove cost tracking and improve logging * Update PR body for AI-generated connector to emphasize review requirements and provide detailed generation information * Add license file support to client generation and update workflow template * Fix syntax error in the workflow * Add cleanup step to remove Dependencies.toml, .backup files, and target directories * Refactor client build validation * Refactor spec updater to use structured types for OpenAPI specification * Enhance parameter handling by making 'in' field optional in Parameter type and improve context extraction in description requests * Refactor spec handling to improve JSON writing and enhance parameter type definitions for better compatibility with OpenAPI specifications * Enhance JSON handling by adding prettification before writing updated OpenAPI specs * Enhance README generation instructions by adding critical validation examples for Config.toml based on configurable variables * Rename branch for connector generation from 'auto-generate-connector' to 'dry-run' * Rename branch reference from 'auto-generate-connector' to 'dry-run' in push and PR creation steps * Refactor build validation logic and enhance error handling in the pipeline process * Revert branch name * Format ballerina files * Enhance AI-generated connector workflow and update JDK version in documentation * Add directory creation for OpenAPI specification download * Update default Ballerina version and adjust JDK setup condition in workflow * Connector Automator Package (#8454) * [AUTOMATED] Update the dependency graph and the dashboard * [AUTOMATED] Update the dependency graph and the dashboard * [AUTOMATED] Update the dependency graph and the dashboard * [AUTOMATED] Update the dependency graph and the dashboard * Add connector automation source code * Update org name * Implement the auto-generate-workflow partially * [AUTOMATED] Update the dependency graph and the dashboard * [AUTOMATED] Update the dependency graph and the dashboard * [AUTOMATED] Update the dependency graph and the dashboard * Add directory name extraction function and update example README generation * Remove user confirmation prompt from full pipeline execution * Add auto-generate connector workflow * Update doc generator to support relative paths * Add auto generate connector template * Address PR review comments * Remove auto-confirm input and simplify pipeline arguments in connector generation workflow * Remove unused inputs from auto-generate connector workflow and update PR body * [AUTOMATED] Update the dependency graph and the dashboard * [AUTOMATED] Update the dependency graph and the dashboard * Enhance auto-generate connector workflow by adding distribution-zip input, setting up JDK 21, and improving Ballerina setup steps * Update description for distribution-zip input in auto-generate connector workflow * Rename step for setting default Ballerina command in auto-generate connector workflow * Refactor Get Ballerina distribution to use curl for downloading and added authorization token * Remove redundant Get Ballerina Distribution step in auto-generate connector workflow * Improve Ballerina distribution download step by combining download and extraction, handling nested ZIP files, and cleaning up temporary files * Update workflow * Update workflow again * Update again * Add debugging into clone connector automator step * Add branch * Add Config.toml creation for connector automator * Add Ballerina bin directory to PATH for custom distribution in connector automator * Add license path as argument to connector generation pipeline * Remove license file input from connector generation workflow * Comment out license handling code in client generator * Update connector automator clone URL to use internal repository * Fix clone URL for connector automator to use GitHub repository * Fix output path in connector generation pipeline * Improve connector generation pipeline by updating spec and output paths, and adding error handling for missing spec file * Update TEMPLATES_PATH to use relative path for template directory * Rename module main functions and files * [AUTOMATED] Update the dependency graph and the dashboard * [AUTOMATED] Update the dependency graph and the dashboard * Enhance user feedback and improve CLI interactions * Remove cost tracking and improve logging * Update PR body for AI-generated connector to emphasize review requirements and provide detailed generation information * [AUTOMATED] Update the dependency graph and the dashboard * Add license file support to client generation and update workflow template * Fix syntax error in the workflow * Add cleanup step to remove Dependencies.toml, .backup files, and target directories * Refactor client build validation * Refactor spec updater to use structured types for OpenAPI specification * Enhance parameter handling by making 'in' field optional in Parameter type and improve context extraction in description requests * Refactor spec handling to improve JSON writing and enhance parameter type definitions for better compatibility with OpenAPI specifications * Enhance JSON handling by adding prettification before writing updated OpenAPI specs * Enhance README generation instructions by adding critical validation examples for Config.toml based on configurable variables * Rename branch for connector generation from 'auto-generate-connector' to 'dry-run' * Rename branch reference from 'auto-generate-connector' to 'dry-run' in push and PR creation steps * Refactor build validation logic and enhance error handling in the pipeline process * Revert branch name * Format ballerina files * Enhance AI-generated connector workflow and update JDK version in documentation * Add directory creation for OpenAPI specification download * [AUTOMATED] Update the dependency graph and the dashboard * Update default Ballerina version and adjust JDK setup condition in workflow --------- Co-authored-by: ballerina-bot <ballerina-bot@ballerina.org> Co-authored-by: ballerina-bot <ballerinalang@wso2.com> * Add auto-generate connector workflow configuration * Add logic to handle remote method signatures in test generation prompts. * Add auto-generate workflow (#8456) * Add connector automation source code * Update org name * Implement the auto-generate-workflow partially * Add directory name extraction function and update example README generation * Remove user confirmation prompt from full pipeline execution * Add auto-generate connector workflow * Update doc generator to support relative paths * Add auto generate connector template * Address PR review comments * Remove auto-confirm input and simplify pipeline arguments in connector generation workflow * Remove unused inputs from auto-generate connector workflow and update PR body * Enhance auto-generate connector workflow by adding distribution-zip input, setting up JDK 21, and improving Ballerina setup steps * Update description for distribution-zip input in auto-generate connector workflow * Rename step for setting default Ballerina command in auto-generate connector workflow * Refactor Get Ballerina distribution to use curl for downloading and added authorization token * Remove redundant Get Ballerina Distribution step in auto-generate connector workflow * Improve Ballerina distribution download step by combining download and extraction, handling nested ZIP files, and cleaning up temporary files * Update workflow * Update workflow again * Update again * Add debugging into clone connector automator step * Add branch * Add Config.toml creation for connector automator * Add Ballerina bin directory to PATH for custom distribution in connector automator * Add license path as argument to connector generation pipeline * Remove license file input from connector generation workflow * Comment out license handling code in client generator * Update connector automator clone URL to use internal repository * Fix clone URL for connector automator to use GitHub repository * Fix output path in connector generation pipeline * Improve connector generation pipeline by updating spec and output paths, and adding error handling for missing spec file * Update TEMPLATES_PATH to use relative path for template directory * Rename module main functions and files * Enhance user feedback and improve CLI interactions * Remove cost tracking and improve logging * Update PR body for AI-generated connector to emphasize review requirements and provide detailed generation information * Add license file support to client generation and update workflow template * Fix syntax error in the workflow * Add cleanup step to remove Dependencies.toml, .backup files, and target directories * Refactor client build validation * Refactor spec updater to use structured types for OpenAPI specification * Enhance parameter handling by making 'in' field optional in Parameter type and improve context extraction in description requests * Refactor spec handling to improve JSON writing and enhance parameter type definitions for better compatibility with OpenAPI specifications * Enhance JSON handling by adding prettification before writing updated OpenAPI specs * Enhance README generation instructions by adding critical validation examples for Config.toml based on configurable variables * Rename branch for connector generation from 'auto-generate-connector' to 'dry-run' * Rename branch reference from 'auto-generate-connector' to 'dry-run' in push and PR creation steps * Refactor build validation logic and enhance error handling in the pipeline process * Revert branch name * Format ballerina files * Enhance AI-generated connector workflow and update JDK version in documentation * Add directory creation for OpenAPI specification download * Update default Ballerina version and adjust JDK setup condition in workflow * Add auto-generate connector workflow configuration * Add logic to handle remote method signatures in test generation prompts. --------- Co-authored-by: ballerina-bot <ballerina-bot@ballerina.org> Co-authored-by: ballerina-bot <ballerinalang@wso2.com> Co-authored-by: Krishnananthalingam Tharmigan <63336800+TharmiganK@users.noreply.github.com>
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Purpose
To automate the entire Ballerina connector development lifecycle using AI.
This project includes: