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Apache Liminal is an end-to-end platform for data engineers and scientists, allowing them to build, train and deploy machine learning models in a robust and agile way. Liminal has been incubating since 2020-05-23. ### Three most important unfinished issues to address before graduating: 1. 2. 3. ### Are there any issues that the IPMC or ASF Board need to be aware of? ### How has the community developed since the last report? ### How has the project developed since the last report? ### How would you assess the podling's maturity? Please feel free to add your own commentary. - [ ] Initial setup - [ ] Working towards first release - [ ] Community building - [ ] Nearing graduation - [ ] Other: ### Date of last release: XXXX-XX-XX ### When were the last committers or PPMC members elected? ### Have your mentors been helpful and responsive? ### Is the PPMC managing the podling's brand / trademarks? ### Signed-off-by: - [ ] (liminal) Jean-Baptiste Onofré Comments: Same comment as in the previous report: no activity, no news. Time to retire. - [ ] (liminal) Henry Saputra Comments: - [ ] (liminal) Uma Maheswara Rao G Comments: - [ ] (liminal) Davor Bonaci Comments: - [ ] (liminal) Liang Chen Comments: ### IPMC/Shepherd notes: Dave Fisher: Completely inactive since a release in January 2023. I agree with JBO. Time to retire. -------------------- ## NLPCraft A Scala library for NLU applications NLPCraft has been incubating since 2020-02-13. ### Three most important unfinished issues to address before graduating: 1. Community growth. 2. 3. ### Are there any issues that the IPMC or ASF Board need to be aware of? None. ### How has the community developed since the last report? - We've communicated with Python community developers who intend to contribute. - We've started investigating LLM integration issues to extend the current functionality. - Negotiations with potential customers (loomhr.ai). ### How has the project developed since the last report? - Examples extended. - Technical PRs processed. ### How would you assess the podling's maturity? Please feel free to add your own commentary. - [X] Initial setup - [X] Working towards first release - [X] Community building - [ ] Nearing graduation - [ ] Other: ### Date of last release: 2023-02-30 ### When were the last committers or PPMC members elected? August of 2021. ### Have your mentors been helpful and responsive? No issues with mentors to report. ### Is the PPMC managing the podling's brand / trademarks? No issues with mentors to report. ### Signed-off-by: - [ ] (nlpcraft) Roman Shaposhnik Comments: - [ ] (nlpcraft) Furkan Kamaci Comments: - [ ] (nlpcraft) Evans Ye Comments: - [X] (nlpcraft) Paul King Comments: Project is merging in bot-detected dependency updates but there doesn't seem to be much other activity. - [ ] (nlpcraft) Konstantin I Boudnik Comments: - [X] (nlpcraft) Dave Fisher Comments: It is not clear to me where the community activity occurred because it was not on the mailing lists. Really very little activity in the last 2.5 months. ### IPMC/Shepherd notes: -------------------- ## Pony Mail Pony Mail is a mail-archiving, archive viewing, and interaction service, that can be integrated with many email platforms. Pony Mail has been incubating since 2016-05-27. ### Three most important unfinished issues to address before graduating: 1. Attracting a larger development community 2. 3. ### Are there any issues that the IPMC or ASF Board need to be aware of? No issues for the board or IPMC at present. ### How has the community developed since the last report? We've seen a small uptick in engagement, hopefully that will stick. ### How has the project developed since the last report? As mentioned above, there has been a small uptick in development activity lately. This is nothing huge, but for a project with a very small core dev team, this is always welcome news. ### How would you assess the podling's maturity? Please feel free to add your own commentary. - [X] Initial setup - [X] Working towards first release - [x/?] Community building - [X] Nearing graduation - [ ] Other: ### Date of last release: 2019-04-20 ### When were the last committers or PPMC members elected? last committer was sbp on 2021-04-02 ### Have your mentors been helpful and responsive? No answer ### Is the PPMC managing the podling's brand / trademarks? No answer ### Signed-off-by: - [ ] (ponymail) John D. Ament Comments: ### IPMC/Shepherd notes:
Apache Liminal is an end-to-end platform for data engineers and scientists, allowing them to build, train and deploy machine learning models in a robust and agile way. Liminal has been incubating since 2020-05-23. ### Three most important unfinished issues to address before graduating: 1. Grow developers community. 2. Adoption of the project by a few companies. 3. Integrations with eco-system projects. ### Are there any issues that the IPMC or ASF Board need to be aware of? NA ### How has the community developed since the last report? NA ### How has the project developed since the last report? NA ### How would you assess the podling's maturity? Please feel free to add your own commentary. - [ ] Initial setup - [ ] Working towards first release - [X] Community building - [ ] Nearing graduation - [ ] Other: ### Date of last release: 2022-03-10 ### When were the last committers or PPMC members elected? 2022-04-06 ### Have your mentors been helpful and responsive? They have been very responsive and helpful. ### Are things falling through the cracks? If so, please list any open issues that need to be addressed. NA ### Is the PPMC managing the podling's brand / trademarks? NA ### Signed-off-by: - [ ] (liminal) Jean-Baptiste Onofré Comments: - [ ] (liminal) Henry Saputra Comments: - [ ] (liminal) Uma Maheswara Rao G Comments: - [ ] (liminal) Davor Bonaci Comments: - [ ] (liminal) Liang Chen Comments: ### IPMC/Shepherd notes:
Apache Liminal is an end-to-end platform for data engineers and scientists, allowing them to build, train and deploy machine learning models in a robust and agile way. Liminal has been incubating since 2020-05-23. ### Three most important unfinished issues to address before graduating: 1. 2. 3. ### Are there any issues that the IPMC or ASF Board need to be aware of? ### How has the community developed since the last report? ### How has the project developed since the last report? ### How would you assess the podling's maturity? Please feel free to add your own commentary. - [ ] Initial setup - [ ] Working towards first release - [ ] Community building - [ ] Nearing graduation - [ ] Other: ### Date of last release: XXXX-XX-XX ### When were the last committers or PPMC members elected? ### Have your mentors been helpful and responsive? ### Is the PPMC managing the podling's brand / trademarks? ### Signed-off-by: - [ ] (liminal) Jean-Baptiste Onofré Comments: I think it's a good time to discuss about the concrete state of the podling and roadmap. - [ ] (liminal) Henry Saputra Comments: - [ ] (liminal) Uma Maheswara Rao G Comments: - [ ] (liminal) Davor Bonaci Comments: - [ ] (liminal) Liang Chen Comments: ### IPMC/Shepherd notes:
Apache Liminal is an end-to-end platform for data engineers and scientists, allowing them to build, train and deploy machine learning models in a robust and agile way. Liminal has been incubating since 2020-05-23. ### Three most important unfinished issues to address before graduating: 1. Grow developers community. 2. Adoption of the project by a few companies. 3. Integrations with eco-system projects. ### Are there any issues that the IPMC or ASF Board need to be aware of? NA ### Are there any issues that the IPMC or ASF Board need to be aware of? NA ### How has the community developed since the last report? NA ### How has the project developed since the last report? We have completed the SageMaker integration and next version is ready to be released. ### How would you assess the podling's maturity? Please feel free to add your own commentary. - [ ] Initial setup - [ ] Working towards first release - [X] Community building - [ ] Nearing graduation - [ ] Other: ### Date of last release: 2022-03-10 ### When were the last committers or PPMC members elected? 2022-04-06 ### Have your mentors been helpful and responsive? They have been very responsive and helpful. ### Is the PPMC managing the podling's brand / trademarks? NA ### Signed-off-by: - [X] (liminal) Jean-Baptiste Onofré Comments: Community build is the main target right now. - [ ] (liminal) Henry Saputra Comments: - [ ] (liminal) Uma Maheswara Rao G Comments: - [X] (liminal) Davor Bonaci Comments: - [ ] (liminal) Liang Chen Comments: ### IPMC/Shepherd notes: It's has been a while since the last relase.
Apache Liminal is an end-to-end platform for data engineers and scientists, allowing them to build, train and deploy machine learning models in a robust and agile way. Liminal has been incubating since 2020-05-23. ### Three most important unfinished issues to address before graduating: 1. Grow developers community. 2. Adoption of the project by a few companies. 3. Integrations with eco-system projects. ### Are there any issues that the IPMC or ASF Board need to be aware of? NA ### How has the community developed since the last report? NA ### How has the project developed since the last report? We have progressed in SageMaker / Liminal integration. Having a working PoC. ### How would you assess the podling's maturity? Please feel free to add your own commentary. - [ ] Initial setup - [ ] Working towards first release - [X] Community building - [ ] Nearing graduation - [ ] Other: ### Date of last release: 2022-03-10 ### When were the last committers or PPMC members elected? 2022-04-06 ### Have your mentors been helpful and responsive? They have been very responsive and helpful. ### Is the PPMC managing the podling's brand / trademarks? NA ### Signed-off-by: - [X] (liminal) Jean-Baptiste Onofré Comments: - [ ] (liminal) Henry Saputra Comments: - [ ] (liminal) Uma Maheswara Rao G Comments: - [X] (liminal) Davor Bonaci Comments: - [ ] (liminal) Liang Chen Comments: ### IPMC/Shepherd notes:
Apache Liminal is an end-to-end platform for data engineers and scientists, allowing them to build, train and deploy machine learning models in a robust and agile way. Liminal has been incubating since 2020-05-23. ### Three most important unfinished issues to address before graduating: 1. Grow developers community. 2. Adoption of the project by a few companies. 3. Integrations with eco-system projects. ### Are there any issues that the IPMC or ASF Board need to be aware of? NA ### How has the community developed since the last report? We keep showcasing Liminal to companies. We have also published a blog on running Liminal with MWAA. ### How has the project developed since the last report? We have defined the goal of the next version - integration Liminal with SageMaker & dbt. We intend to release this version in August/22. ### How would you assess the podling's maturity? Please feel free to add your own commentary. - [ ] Initial setup - [ ] Working towards first release - [X] Community building - [ ] Nearing graduation - [ ] Other: ### Date of last release: 2022-03-10 ### When were the last committers or PPMC members elected? 2022-04-06 ### Have your mentors been helpful and responsive? They have been very responsive and helpful. ### Is the PPMC managing the podling's brand / trademarks? NA ### Signed-off-by: - [X] (liminal) Jean-Baptiste Onofré Comments: - [ ] (liminal) Henry Saputra Comments: - [ ] (liminal) Uma Maheswara Rao G Comments: - [X] (liminal) Davor Bonaci Comments: - [ ] (liminal) Liang Chen Comments: ### IPMC/Shepherd notes:
Apache Liminal is an end-to-end platform for data engineers and scientists, allowing them to build, train and deploy machine learning models in a robust and agile way. Liminal has been incubating since 2020-05-23. ### Three most important unfinished issues to address before graduating: 1. Grow developers community. 2. Adoption of the project by a few companies. 3. More features and integrations with eco-system projects. ### Are there any issues that the IPMC or ASF Board need to be aware of? NA ### How has the community developed since the last report? We have presented Liminal to few companies and received important feedback. We have 2 new official committers. We are also starting a PoC with one company. ### How has the project developed since the last report? We have released version 0.0.4, introducing Airflow 2.0 support + extensibility API. ### How would you assess the podling's maturity? Please feel free to add your own commentary. - [ ] Initial setup - [ ] Working towards first release - [X] Community building - [ ] Nearing graduation - [ ] Other: ### Date of last release: 2022-03-10 ### When were the last committers or PPMC members elected? 2022-04-06 ### Have your mentors been helpful and responsive? They have been very responsive and helpful. ### Is the PPMC managing the podling's brand / trademarks? NA ### Signed-off-by: - [X] (liminal) Jean-Baptiste Onofré Comments: - [ ] (liminal) Henry Saputra Comments: - [ ] (liminal) Uma Maheswara Rao G Comments: - [X] (liminal) Davor Bonaci Comments: The podling is moving forward; community building is the key next step. - [ ] (liminal) Liang Chen Comments: ### IPMC/Shepherd notes:
Apache Liminal is an end-to-end platform for data engineers and scientists, allowing them to build, train and deploy machine learning models in a robust and agile way. Liminal has been incubating since 2020-05-23. ### Three most important unfinished issues to address before graduating: 1. Grow developers community. 2. Adoption of the project by a few companies. 3. More features and integrations with eco-system projects. ### Are there any issues that the IPMC or ASF Board need to be aware of? NA ### How has the community developed since the last report? We have presented Liminal to few companies and received important feedback. We have held our first Liminal meetup and also presented in Pydata IL. In addition we got first PRs from a new guy. ### How has the project developed since the last report? We have worked on version 0.0.4, which will are released in 01/2022. This version among other features will introduce a coherent extensibility API and support in Airflow 2.0. We have also worked on 1 click installation in AWS cloud including provisioning of infrastructure and Liminal install. ### How would you assess the podling's maturity? Please feel free to add your own commentary. - [ ] Initial setup - [ ] Working towards first release - [X] Community building - [ ] Nearing graduation - [ ] Other: ### Date of last release: 2021-08-12 ### When were the last committers or PPMC members elected? NA ### Have your mentors been helpful and responsive? Very responsive and helpful. ### Is the PPMC managing the podling's brand / trademarks? NA ### Signed-off-by: - [ ] (liminal) Jean-Baptiste Onofré Comments: - [ ] (liminal) Henry Saputra Comments: - [ ] (liminal) Uma Maheswara Rao G Comments: - [ ] (liminal) Davor Bonaci Comments: - [ ] (liminal) Liang Chen Comments: ### IPMC/Shepherd notes:
Apache Liminal is an end-to-end platform for data engineers and scientists, allowing them to build, train and deploy machine learning models in a robust and agile way. Liminal has been incubating since 2020-05-23. ### Three most important unfinished issues to address before graduating: 1. Grow developers community. 2. Adoption of the project by a few companies. 3. More features - provide out-of-the-box usability for common use-cases. ### Are there any issues that the IPMC or ASF Board need to be aware of? NA ### How has the community developed since the last report? We have presented Liminal to several companies, got great feedback, and they are now evaluating Liminal for their use cases. We have presented in ApacheCon Asia and ApacheCon. ### How has the project developed since the last report? We have released v 0.0.3 - a major milestone to Liminal, containing out-of-the-box functionality to run an ML pipeline locally and in AWS, using Airflow, Kubernetes & Spark. ### How would you assess the podling's maturity? Please feel free to add your own commentary. - [ ] Initial setup - [ ] Working towards first release - [X] Community building - [ ] Nearing graduation - [ ] Other: ### Date of last release: 2021-08-12 ### When were the last committers or PPMC members elected? NA ### Have your mentors been helpful and responsive? Super helpful. ### Is the PPMC managing the podling's brand / trademarks? NA ### Signed-off-by: - [ ] (liminal) Jean-Baptiste Onofré Comments: - [ ] (liminal) Henry Saputra Comments: - [ ] (liminal) Uma Maheswara Rao G Comments: - [ ] (liminal) Davor Bonaci Comments: - [ ] (liminal) Liang Chen Comments: ### IPMC/Shepherd notes:
Apache Liminal is an end-to-end platform for data engineers and scientists, allowing them to build, train and deploy machine learning models in a robust and agile way. Liminal has been incubating since 2020-05-23. ### Three most important unfinished issues to address before graduating: 1. Grow developers community. 2. Adoption of the project by a few companies. 3. More releases - provide out-of-the-box usability for common use-cases. ### Are there any issues that the IPMC or ASF Board need to be aware of? None ### How has the community developed since the last report? We have released V 0.0.2 with seamless integration with AWS + we are working on a joint blogpost with the AWS technical team on using Liminal with MWAA. We got accepted to present Liminal in both ApacheCon and ApacheCon Asia 2021. We are going to present in August in 2 public companies, hoping to attract them to join the community effort. ### How has the project developed since the last report? We have released V 0.0.2 and going to release in August v 0.0.3 - a major milestone to Liminal, containing out-of-the-box functionality to run an ML pipeline locally and in AWS, using Airflow, Kubernetes & Spark. ### How would you assess the podling's maturity? Please feel free to add your own commentary. - [ ] Initial setup - [ ] Working towards first release - [X] Community building - [ ] Nearing graduation - [ ] Other: ### Date of last release: 2021-04-20 ### When were the last committers or PPMC members elected? NA ### Have your mentors been helpful and responsive? J.B. and Davor have been super helpful in approving the second release and assist with any issue raised. ### Is the PPMC managing the podling's brand / trademarks? NA ### Signed-off-by: - [X] (liminal) Jean-Baptiste Onofré Comments: - [ ] (liminal) Henry Saputra Comments: - [ ] (liminal) Uma Maheswara Rao G Comments: - [ ] (liminal) Davor Bonaci Comments: - [ ] (liminal) Liang Chen Comments: ### IPMC/Shepherd notes:
Apache Liminal is an end-to-end platform for data engineers and scientists, allowing them to build, train and deploy machine learning models in a robust and agile way. Liminal has been incubating since 2020-05-23. ### Three most important unfinished issues to address before graduating: 1. Grow developers community. 2. Adoption of the project by a few companies. 3. More releases - provide out-of-the-box usability for common use-cases. ### Are there any issues that the IPMC or ASF Board need to be aware of? None. ### How has the community developed since the last report? We have started to engage with Airflow community (https://airflow.apache.org/ecosystem/). We plan to push the first release through social media. ### How has the project developed since the last report? We have released our first official Apache version + notes on running it on AWS. We have planned the timeline and content of the second version (due to May 2021). ### How would you assess the podling's maturity? Please feel free to add your own commentary. - [ ] Initial setup - [ ] Working towards first release - [X] Community building - [ ] Nearing graduation - [ ] Other: ### Date of last release: 2021-03-16 ### When were the last committers or PPMC members elected? NA ### Have your mentors been helpful and responsive? J.B. and Davor have been super helpful in approving the first release and in pushing infra issues. ### Is the PPMC managing the podling's brand / trademarks? NA ### Signed-off-by: - [X] (liminal) Jean-Baptiste Onofre Comments: - [ ] (liminal) Henry Saputra Comments: - [ ] (liminal) Uma Maheswara Rao G Comments: - [X] (liminal) Davor Bonaci Comments: Very happy to see the first release completed! - [ ] (liminal) Liang Chen Comments: ### IPMC/Shepherd notes: Dave Fisher - I sent a note to the PPMC suggesting that they start their Suitable Name Search soon.
Apache Liminal is an end-to-end platform for data engineers and scientists, allowing them to build, train and deploy machine learning models in a robust and agile way. Liminal has been incubating since 2020-05-23. ### Three most important unfinished issues to address before graduating: 1. First release (due next week) 2. Build a community 3. Define 2021 roadmap ### Are there any issues that the IPMC or ASF Board need to be aware of? No. ### How has the community developed since the last report? We had a successful meetup and a presentation on Data & AI summit Europe. Discussing with few companies to join the effort. ### How has the project developed since the last report? The first release candidate is ready and verified, planning to have a formal release next week. ### How would you assess the podling's maturity? Please feel free to add your own commentary. - [ ] Initial setup - [X] Working towards first release - [ ] Community building - [ ] Nearing graduation - [ ] Other: ### Date of last release: The first release candidate is ready and verified, planning to have a formal release next week. ### When were the last committers or PPMC members elected? NA ### Have your mentors been helpful and responsive? JB & Davor have been helpful. ### Is the PPMC managing the podling's brand / trademarks? No. ### Signed-off-by: - [X] (liminal) Jean-Baptiste Onofre Comments: First release has been done. - [ ] (liminal) Henry Saputra Comments: - [ ] (liminal) Uma Maheswara Rao G Comments: - [X] (liminal) Davor Bonaci Comments: Looking forward to the community review of the first release! - [ ] (liminal) Liang Chen Comments: ### IPMC/Shepherd notes: Justin Mclean: Individuals contribute to ASF projects not companies. I'm sure you know that, you just might want to be more careful with your language in future reports.
Apache Liminal is an end-to-end platform for data engineers and scientists, allowing them to build, train and deploy machine learning models in a robust and agile way. Liminal has been incubating since 2020-05-23. ### Three most important unfinished issues to address before graduating: 1. Building community 2. First release 3. Roadmap creation ### Are there any issues that the IPMC or ASF Board need to be aware of? No ### How has the community developed since the last report? 1. We will present at the Data & AI Summit Europe : https://databricks.com/session_eu20/apache-liminal-incubating-orchestrate -the-machine-learning-pipeline 2. We plan to have a first meetup at the end of November. 3. Project Website is up - http://liminal.apache.org/ ### How has the project developed since the last report? We have defined the scope of the first release and working for GA in the beginning of 12/2020 ### How would you assess the podling's maturity? Please feel free to add your own commentary. - [ ] Initial setup - [X] Working towards first release - [ ] Community building - [ ] Nearing graduation - [ ] Other: ### Date of last release: None yet. ### When were the last committers or PPMC members elected? None yet. ### Have your mentors been helpful and responsive? JB & Davor have been helpful and responsive. ### Is the PPMC managing the podling's brand / trademarks? NA. ### Signed-off-by: - [ ] (liminal) Jean-Baptiste Onofre Comments: - [ ] (liminal) Henry Saputra Comments: - [ ] (liminal) Uma Maheswara Rao G Comments: - [X] (liminal) Davor Bonaci Comments: Nice progress since the last report. The pace of progress seems to be accelarating. - [ ] (liminal) Liang Chen Comments: ### IPMC/Shepherd notes:
Apache Liminal is an end-to-end platform for data engineers and scientists, allowing them to build, train and deploy machine learning models in a robust and agile way. Liminal has been incubating since 2020-05-23. ### Three most important unfinished issues to address before graduating: 1. Building community 2. First release 3. Roadmap creation ### Are there any issues that the IPMC or ASF Board need to be aware of? No. ### How has the community developed since the last report? NA ### How has the project developed since the last report? Project bootstrap has been completed. ### How would you assess the podling's maturity? Please feel free to add your own commentary. - [ ] Initial setup - [X] Working towards first release - [ ] Community building - [ ] Nearing graduation - [ ] Other: ### Date of last release: None yet. ### When were the last committers or PPMC members elected? None yet. ### Have your mentors been helpful and responsive? JB & Davor have been assisting to complete the bootstrap. ### Is the PPMC managing the podling's brand / trademarks? NA. ### Signed-off-by: - [X] (liminal) Jean-Baptiste Onofre Comments: Still bootstrapping but moving forward anyway - [X] (liminal) Davor Bonaci Comments: Bootstrapping finishing soon! ### IPMC/Shepherd notes:
Apache Liminal is an end-to-end platform for data engineers & scientists, allowing them to build, train and deploy machine learning models in a robust and agile way. The platform provides the abstractions and declarative capabilities for data extraction & feature engineering followed by model training and serving. Apache Liminal's goal is to operationalise the machine learning process, allowing data scientists to quickly transition from a successful experiment to an automated pipeline of model training, validation, deployment and inference in production, freeing them from engineering and non-functional tasks, and allowing them to focus on machine learning code and artifacts. Liminal has been incubating since 2020-05-23. ### Three most important unfinished issues to address before graduating: 1. Bootstrapping resources and code donation 2. Building community 3. First release ### Are there any issues that the IPMC or ASF Board need to be aware of? No ### How has the community developed since the last report? Liminal is in early incubator stage, creation of resources has been done (gitbox, jira, etc). The initial committer list submits ICLA and we are preparing the code donation. ### How has the project developed since the last report? This is the first report for Liminal. ### How would you assess the podling's maturity? Please feel free to add your own commentary. - [X] Initial setup - [ ] Working towards first release - [ ] Community building - [ ] Nearing graduation - [ ] Other: ### Date of last release: None yet. ### When were the last committers or PPMC members elected?Warble None yet. ### Have your mentors been helpful and responsive? JB has created the resources and now he's helping on code review and donation. ### Is the PPMC managing the podling's brand / trademarks? No answer. ### Signed-off-by: - [X] (liminal) JB Onofré Comments: - [X] (liminal) Davor Bonaci Comments: the project is in the setup phase. ### IPMC/Shepherd notes: