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dagardner-nv committed Mar 30, 2023
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See the License for the specific language governing permissions and
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# Morpheus 23.03.00 (30 Mar 2023)

## 🚨 Breaking Changes

- Migrate dfencoder to morpheus repo ([#763](https://github.com/nv-morpheus/Morpheus/pull/763)) [@dagardner-nv](https://github.com/dagardner-nv)
- Improve the python CMake functionality to speed up the configure step ([#754](https://github.com/nv-morpheus/Morpheus/pull/754)) [@mdemoret-nv](https://github.com/mdemoret-nv)
- Consolidate size types 684 ([#747](https://github.com/nv-morpheus/Morpheus/pull/747)) [@dagardner-nv](https://github.com/dagardner-nv)
- Deprecate ResponseMemoryProbs & MultiResponseProbsMessage ([#711](https://github.com/nv-morpheus/Morpheus/pull/711)) [@dagardner-nv](https://github.com/dagardner-nv)
- Add Pytest 'testpaths' ([#677](https://github.com/nv-morpheus/Morpheus/pull/677)) [@bsuryadevara](https://github.com/bsuryadevara)
- DFP benchmark related pytest error ([#673](https://github.com/nv-morpheus/Morpheus/pull/673)) [@bsuryadevara](https://github.com/bsuryadevara)
- Control MonitorStage output with the log-level ([#659](https://github.com/nv-morpheus/Morpheus/pull/659)) [@dagardner-nv](https://github.com/dagardner-nv)
- Fix Python bindings for TensorMemory ([#655](https://github.com/nv-morpheus/Morpheus/pull/655)) [@dagardner-nv](https://github.com/dagardner-nv)
- Table locking & column preallocation ([#586](https://github.com/nv-morpheus/Morpheus/pull/586)) [@dagardner-nv](https://github.com/dagardner-nv)

## 🐛 Bug Fixes

- Set default DFP container version to 23.03 ([#813](https://github.com/nv-morpheus/Morpheus/pull/813)) [@dagardner-nv](https://github.com/dagardner-nv)
- Fix debug log message caused by breaking the long string ([#812](https://github.com/nv-morpheus/Morpheus/pull/812)) [@dagardner-nv](https://github.com/dagardner-nv)
- Fix for log_parsing and ransomware_detection examples ([#802](https://github.com/nv-morpheus/Morpheus/pull/802)) [@dagardner-nv](https://github.com/dagardner-nv)
- Fix abp_pcap_detection example ([#792](https://github.com/nv-morpheus/Morpheus/pull/792)) [@dagardner-nv](https://github.com/dagardner-nv)
- Fix the conda build ([#783](https://github.com/nv-morpheus/Morpheus/pull/783)) [@cwharris](https://github.com/cwharris)
- Fix calls to MultiAEMessage constructor ([#781](https://github.com/nv-morpheus/Morpheus/pull/781)) [@efajardo-nv](https://github.com/efajardo-nv)
- Fix MultiAEMessage constructor ([#780](https://github.com/nv-morpheus/Morpheus/pull/780)) [@efajardo-nv](https://github.com/efajardo-nv)
- Change userid_column_name to match the command line equivelants ([#778](https://github.com/nv-morpheus/Morpheus/pull/778)) [@dagardner-nv](https://github.com/dagardner-nv)
- Fix for TritonInferenceStage memory leak ([#776](https://github.com/nv-morpheus/Morpheus/pull/776)) [@cwharris](https://github.com/cwharris)
- Fix intermittent test failure in tests/test_message_meta.py ([#772](https://github.com/nv-morpheus/Morpheus/pull/772)) [@dagardner-nv](https://github.com/dagardner-nv)
- Fix absolute depfile causing python package to reinstall each build ([#769](https://github.com/nv-morpheus/Morpheus/pull/769)) [@mdemoret-nv](https://github.com/mdemoret-nv)
- Adopt fixed mrc version ([#768](https://github.com/nv-morpheus/Morpheus/pull/768)) [@dagardner-nv](https://github.com/dagardner-nv)
- Have conda-build test cuml installation ([#764](https://github.com/nv-morpheus/Morpheus/pull/764)) [@cwharris](https://github.com/cwharris)
- Document adding cuML and fix the gnn_fraud_detection_pipeline example ([#758](https://github.com/nv-morpheus/Morpheus/pull/758)) [@dagardner-nv](https://github.com/dagardner-nv)
- Add write permission to triage labeler action ([#750](https://github.com/nv-morpheus/Morpheus/pull/750)) [@jarmak-nv](https://github.com/jarmak-nv)
- Replace soon to be deprecated docker base gpuci/miniforge-cuda ([#718](https://github.com/nv-morpheus/Morpheus/pull/718)) [@dagardner-nv](https://github.com/dagardner-nv)
- Fix detecting index column when reading from CSV in C++ ([#714](https://github.com/nv-morpheus/Morpheus/pull/714)) [@dagardner-nv](https://github.com/dagardner-nv)
- Add unittest to ensure the kafka source is respecting the pipeline batch size ([#710](https://github.com/nv-morpheus/Morpheus/pull/710)) [@dagardner-nv](https://github.com/dagardner-nv)
- Fix DFPTraining validation set option ([#709](https://github.com/nv-morpheus/Morpheus/pull/709)) [@efajardo-nv](https://github.com/efajardo-nv)
- fix incorrect line and byte count benchmarks ([#695](https://github.com/nv-morpheus/Morpheus/pull/695)) [@bsuryadevara](https://github.com/bsuryadevara)
- Warn & replace dataframes with non-unique indexes ([#691](https://github.com/nv-morpheus/Morpheus/pull/691)) [@dagardner-nv](https://github.com/dagardner-nv)
- Update DFPRollingWindowStage to emit correct window ([#683](https://github.com/nv-morpheus/Morpheus/pull/683)) [@efajardo-nv](https://github.com/efajardo-nv)
- Add Pytest 'testpaths' ([#677](https://github.com/nv-morpheus/Morpheus/pull/677)) [@bsuryadevara](https://github.com/bsuryadevara)
- DFP benchmark related pytest error ([#673](https://github.com/nv-morpheus/Morpheus/pull/673)) [@bsuryadevara](https://github.com/bsuryadevara)
- Checking out a specific commit, requires a non-shallow checkout ([#662](https://github.com/nv-morpheus/Morpheus/pull/662)) [@dagardner-nv](https://github.com/dagardner-nv)
- Fix Python bindings for TensorMemory ([#655](https://github.com/nv-morpheus/Morpheus/pull/655)) [@dagardner-nv](https://github.com/dagardner-nv)

## 📖 Documentation

- Fix source code links from docs ([#774](https://github.com/nv-morpheus/Morpheus/pull/774)) [@dagardner-nv](https://github.com/dagardner-nv)
- Updated and fixed model docs and examples. ([#685](https://github.com/nv-morpheus/Morpheus/pull/685)) [@shawn-davis](https://github.com/shawn-davis)
- Update contributing.md ([#671](https://github.com/nv-morpheus/Morpheus/pull/671)) [@efajardo-nv](https://github.com/efajardo-nv)
- Silence build warnings when building rabbitmq example ([#658](https://github.com/nv-morpheus/Morpheus/pull/658)) [@dagardner-nv](https://github.com/dagardner-nv)

## 🚀 New Features

- Add support for Parquet file input ([#770](https://github.com/nv-morpheus/Morpheus/pull/770)) [@efajardo-nv](https://github.com/efajardo-nv)
- Add InMemorySinkStage ([#752](https://github.com/nv-morpheus/Morpheus/pull/752)) [@dagardner-nv](https://github.com/dagardner-nv)
- Create a PR template ([#751](https://github.com/nv-morpheus/Morpheus/pull/751)) [@jarmak-nv](https://github.com/jarmak-nv)
- Update to CUDA 11.8 ([#748](https://github.com/nv-morpheus/Morpheus/pull/748)) [@cwharris](https://github.com/cwharris)
- Devcontainer work for #702, #703 ([#717](https://github.com/nv-morpheus/Morpheus/pull/717)) [@cwharris](https://github.com/cwharris)
- Training/Inference Module DFP Production ([#669](https://github.com/nv-morpheus/Morpheus/pull/669)) [@bsuryadevara](https://github.com/bsuryadevara)
- Benchmarks for DFP Production Pipeline ([#664](https://github.com/nv-morpheus/Morpheus/pull/664)) [@bsuryadevara](https://github.com/bsuryadevara)
- Table locking & column preallocation ([#586](https://github.com/nv-morpheus/Morpheus/pull/586)) [@dagardner-nv](https://github.com/dagardner-nv)

## 🛠️ Improvements

- Convert `MonitorStage` to a component ([#805](https://github.com/nv-morpheus/Morpheus/pull/805)) [@mdemoret-nv](https://github.com/mdemoret-nv)
- Update mlflow base image and python versions for CVE ([#789](https://github.com/nv-morpheus/Morpheus/pull/789)) [@pdmack](https://github.com/pdmack)
- Cleanup all uses of `import morpheus._lib.common` ([#787](https://github.com/nv-morpheus/Morpheus/pull/787)) [@mdemoret-nv](https://github.com/mdemoret-nv)
- End-to-end dfencoder test ([#777](https://github.com/nv-morpheus/Morpheus/pull/777)) [@dagardner-nv](https://github.com/dagardner-nv)
- Add multi-gpu and dataloader support for dfencoder ([#775](https://github.com/nv-morpheus/Morpheus/pull/775)) [@hsin-c](https://github.com/hsin-c)
- Migrate dfencoder to morpheus repo ([#763](https://github.com/nv-morpheus/Morpheus/pull/763)) [@dagardner-nv](https://github.com/dagardner-nv)
- Updating to driver 525 ([#755](https://github.com/nv-morpheus/Morpheus/pull/755)) [@jjacobelli](https://github.com/jjacobelli)
- Improve the python CMake functionality to speed up the configure step ([#754](https://github.com/nv-morpheus/Morpheus/pull/754)) [@mdemoret-nv](https://github.com/mdemoret-nv)
- Make use of new MRC_PTR_CAST ([#749](https://github.com/nv-morpheus/Morpheus/pull/749)) [@dagardner-nv](https://github.com/dagardner-nv)
- Consolidate size types 684 ([#747](https://github.com/nv-morpheus/Morpheus/pull/747)) [@dagardner-nv](https://github.com/dagardner-nv)
- Update workflow `permissions` block ([#745](https://github.com/nv-morpheus/Morpheus/pull/745)) [@ajschmidt8](https://github.com/ajschmidt8)
- Use AWS OIDC to get AWS creds ([#742](https://github.com/nv-morpheus/Morpheus/pull/742)) [@jjacobelli](https://github.com/jjacobelli)
- : External issue label ([#739](https://github.com/nv-morpheus/Morpheus/pull/739)) [@jarmak-nv](https://github.com/jarmak-nv)
- Create types.hpp ([#737](https://github.com/nv-morpheus/Morpheus/pull/737)) [@dagardner-nv](https://github.com/dagardner-nv)
- New base test class that invokes an embedded Python interpreter ([#734](https://github.com/nv-morpheus/Morpheus/pull/734)) [@dagardner-nv](https://github.com/dagardner-nv)
- Fix code style and re-enabled IWYU ([#731](https://github.com/nv-morpheus/Morpheus/pull/731)) [@mdemoret-nv](https://github.com/mdemoret-nv)
- Avoid copy of source data in AddClassificationsStage and FilterDetectionsStage ([#730](https://github.com/nv-morpheus/Morpheus/pull/730)) [@dagardner-nv](https://github.com/dagardner-nv)
- Run clang-format on entire repo ([#719](https://github.com/nv-morpheus/Morpheus/pull/719)) [@efajardo-nv](https://github.com/efajardo-nv)
- Deprecate ResponseMemoryProbs & MultiResponseProbsMessage ([#711](https://github.com/nv-morpheus/Morpheus/pull/711)) [@dagardner-nv](https://github.com/dagardner-nv)
- Update `sccache` bucket ([#693](https://github.com/nv-morpheus/Morpheus/pull/693)) [@ajschmidt8](https://github.com/ajschmidt8)
- Move duplicated one-liner to TensorUtils ([#682](https://github.com/nv-morpheus/Morpheus/pull/682)) [@dagardner-nv](https://github.com/dagardner-nv)
- Adopt v0.12.0 of rabbitmq-c and return to using a shallow checkout ([#679](https://github.com/nv-morpheus/Morpheus/pull/679)) [@dagardner-nv](https://github.com/dagardner-nv)
- Adopt matx v0.3.0 ([#667](https://github.com/nv-morpheus/Morpheus/pull/667)) [@dagardner-nv](https://github.com/dagardner-nv)
- WriteToFileStage optionally emit a flush on each message received ([#663](https://github.com/nv-morpheus/Morpheus/pull/663)) [@dagardner-nv](https://github.com/dagardner-nv)
- Clean up use of find/delete for CVE ([#661](https://github.com/nv-morpheus/Morpheus/pull/661)) [@pdmack](https://github.com/pdmack)
- Control MonitorStage output with the log-level ([#659](https://github.com/nv-morpheus/Morpheus/pull/659)) [@dagardner-nv](https://github.com/dagardner-nv)

# Morpheus 23.01.00 (30 Jan 2023)

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