Refactored so that when a Python Process dies, NiFi will detect this, respawn the process, recreate the Processors that exist in the process, re-initialize them, and restart them. In testing, found the PythonControllerInteractionIT had bugs that were causing Python Processors to be re-initialized many times; this resulted in threading issues that caused processors to be invalid, indicating that property descriptors didn't exist, etc. Addressed these concerns in the same commit, since they were necessary to properly run tests
Ensure that ClassLoader is consistently established for python processor proxies; ensure that if we re-initialize python processor the old initialization thread is stopped
This closes#8363
Signed-off-by: David Handermann <exceptionfactory@apache.org>
Fixed bug that caused custom Relationships not to work on Python Processors. Added unit test to verify. Also addressed issue in PythonControllerInteractionIT where it did not wait for Processors to become valid (originally this wasn't necessary but when we refactored Processors to initialize in the background this was overlooked).
This closes#8316
Signed-off-by: David Handermann <exceptionfactory@apache.org>
- Added some Use Case docs for Python processors and updated Runtime Manifests to include Python based processors as well as Use Case/MultiProcessorUseCase documentation elements. Refactored/cleaned up some of the Python code and added unit tests.
- Added python-unit-tests profile and enabled on Ubuntu and macOS GitHub workflows
This closes#8253
Signed-off-by: David Handermann <exceptionfactory@apache.org>
Created new python processors for text embeddings, inserting into Chroma, querying Chroma, querying ChatGPT, inserting into and querying Pinecone. Fixed some bugs in the Python framework. Added Python extensions to assembly. Also added ability to load dependencies from a requirements.txt as that was important for making the different vectorstore implementations play more nicely together.
Excluded nifi-python-extensions-bundle from GitHub build because it requires Maven to use unpack-resources goal, which will not work in GitHub because it uses mvn compile instead of mvn install
- ParseDocument
- ChunkDocument
- PromptChatGPT
- PutChroma
- PutPinecone
- QueryChroma
- QueryPinecone
NIFI-12195 Added support for requirements.txt to define Python dependencies
This closes#7894
Signed-off-by: David Handermann <exceptionfactory@apache.org>
Added documentation to indicate how to debug Python side of nifi framework, as well as debugging Python processors themselves using VSCode's Remote debugger.
This also provides the ability to launch the Controller process in such a way that it will listen to incoming remote debug connections.
This closes#7469
Signed-off-by: David Handermann <exceptionfactory@apache.org>
- Updated GitHub workflow so that system tests include Python 3.9
- Updated GitHub actions to build necessary modules for system tests
This closes#7003
Co-authored-by: David Handermann <exceptionfactory@apache.org>
Signed-off-by: David Handermann <exceptionfactory@apache.org>
Mark Payne
exceptionfactory