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See the License for the specific language governing permissions and
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# Morpheus 23.07.00 (20 Jul 2023)

## 🚨 Breaking Changes

- Use size_t for element counts & byte sizes ([#1007](https://github.com/nv-morpheus/Morpheus/pull/1007)) [@dagardner-nv](https://github.com/dagardner-nv)
- Fix logging of wrong feature_columns in CLI and exception in auto-complete ([#983](https://github.com/nv-morpheus/Morpheus/pull/983)) [@dagardner-nv](https://github.com/dagardner-nv)
- Use new cudf C++ json writer ([#888](https://github.com/nv-morpheus/Morpheus/pull/888)) [@dagardner-nv](https://github.com/dagardner-nv)
- Python 3.10 support ([#887](https://github.com/nv-morpheus/Morpheus/pull/887)) [@cwharris](https://github.com/cwharris)
- Update to CuDF 23.02 and MRC 23.07 ([#848](https://github.com/nv-morpheus/Morpheus/pull/848)) [@cwharris](https://github.com/cwharris)

## 🐛 Bug Fixes

- Fix fetch_example_data.py to work with s3fs v2303.6 ([#1053](https://github.com/nv-morpheus/Morpheus/pull/1053)) [@dagardner-nv](https://github.com/dagardner-nv)
- Fix models scripts/notebooks ([#1051](https://github.com/nv-morpheus/Morpheus/pull/1051)) [@tzemicheal](https://github.com/tzemicheal)
- DFP visualization updates/fixes ([#1043](https://github.com/nv-morpheus/Morpheus/pull/1043)) [@efajardo-nv](https://github.com/efajardo-nv)
- Remove `loop` from several `asyncio` API calls ([#1033](https://github.com/nv-morpheus/Morpheus/pull/1033)) [@mdemoret-nv](https://github.com/mdemoret-nv)
- Fix release and dev container builds ([#1027](https://github.com/nv-morpheus/Morpheus/pull/1027)) [@cwharris](https://github.com/cwharris)
- Adopt s3fs 2023.6 per #1022 ([#1023](https://github.com/nv-morpheus/Morpheus/pull/1023)) [@dagardner-nv](https://github.com/dagardner-nv)
- Move hard-coded path in E2E benchmarks to config json ([#1011](https://github.com/nv-morpheus/Morpheus/pull/1011)) [@efajardo-nv](https://github.com/efajardo-nv)
- Use size_t for element counts & byte sizes ([#1007](https://github.com/nv-morpheus/Morpheus/pull/1007)) [@dagardner-nv](https://github.com/dagardner-nv)
- Fix pybind11 link errors ([#1003](https://github.com/nv-morpheus/Morpheus/pull/1003)) [@cwharris](https://github.com/cwharris)
- Fixing build with MRC breaking changes ([#998](https://github.com/nv-morpheus/Morpheus/pull/998)) [@mdemoret-nv](https://github.com/mdemoret-nv)
- Use cuda-toolkit in release container build ([#997](https://github.com/nv-morpheus/Morpheus/pull/997)) [@efajardo-nv](https://github.com/efajardo-nv)
- Fix "No module named 'versioneer'" error ([#990](https://github.com/nv-morpheus/Morpheus/pull/990)) [@cwharris](https://github.com/cwharris)
- Warn and cast to cudf, when the C++ impl for MessageMeta receives a pandas DF ([#985](https://github.com/nv-morpheus/Morpheus/pull/985)) [@dagardner-nv](https://github.com/dagardner-nv)
- Fix logging of wrong feature_columns in CLI and exception in auto-complete ([#983](https://github.com/nv-morpheus/Morpheus/pull/983)) [@dagardner-nv](https://github.com/dagardner-nv)
- Remove duplicate log message in output when using pre-allocation ([#981](https://github.com/nv-morpheus/Morpheus/pull/981)) [@dagardner-nv](https://github.com/dagardner-nv)
- Update to cuda-toolkit in release container build ([#974](https://github.com/nv-morpheus/Morpheus/pull/974)) [@efajardo-nv](https://github.com/efajardo-nv)
- Add override for count method in SlicedMessageMeta ([#972](https://github.com/nv-morpheus/Morpheus/pull/972)) [@dagardner-nv](https://github.com/dagardner-nv)
- Update .bashrc in container to activate morpheus conda environment ([#969](https://github.com/nv-morpheus/Morpheus/pull/969)) [@efajardo-nv](https://github.com/efajardo-nv)
- Fix build issues & tests ([#966](https://github.com/nv-morpheus/Morpheus/pull/966)) [@dagardner-nv](https://github.com/dagardner-nv)
- Remove/update tests which mock MRC builder objects ([#955](https://github.com/nv-morpheus/Morpheus/pull/955)) [@dagardner-nv](https://github.com/dagardner-nv)
- Remove problematic test causing segfaults ([#954](https://github.com/nv-morpheus/Morpheus/pull/954)) [@dagardner-nv](https://github.com/dagardner-nv)
- Fixing multi-sender stage configurations ([#951](https://github.com/nv-morpheus/Morpheus/pull/951)) [@mdemoret-nv](https://github.com/mdemoret-nv)
- Add support for fsspec.core.OpenFile instances to the MonitorStage ([#942](https://github.com/nv-morpheus/Morpheus/pull/942)) [@dagardner-nv](https://github.com/dagardner-nv)
- Fix race condition in CompareDataFrameStage ([#935](https://github.com/nv-morpheus/Morpheus/pull/935)) [@dagardner-nv](https://github.com/dagardner-nv)
- remove unnecessary quotes from CMAKE_ARGS expression ([#930](https://github.com/nv-morpheus/Morpheus/pull/930)) [@cwharris](https://github.com/cwharris)
- Enforce dtype for ColumnInfo and RenameColumn ([#923](https://github.com/nv-morpheus/Morpheus/pull/923)) [@dagardner-nv](https://github.com/dagardner-nv)
- Fix early stopping code in dfencoder to use average loss of batches in validation set ([#908](https://github.com/nv-morpheus/Morpheus/pull/908)) [@hsin-c](https://github.com/hsin-c)
- Fix `get_anomaly_score_losses` in dfencoder to work without categorical features ([#893](https://github.com/nv-morpheus/Morpheus/pull/893)) [@hsin-c](https://github.com/hsin-c)
- Update gnn_fraud_detection_pipeline & ransomware_detection examples to use the same version of dask ([#891](https://github.com/nv-morpheus/Morpheus/pull/891)) [@dagardner-nv](https://github.com/dagardner-nv)

## 📖 Documentation

- Add note about needing docker-compose v1.28+ for DFP ([#1054](https://github.com/nv-morpheus/Morpheus/pull/1054)) [@dagardner-nv](https://github.com/dagardner-nv)
- Clean up CLX references in docstring ([#1049](https://github.com/nv-morpheus/Morpheus/pull/1049)) [@efajardo-nv](https://github.com/efajardo-nv)
- Update docs to use `docker compose` ([#1040](https://github.com/nv-morpheus/Morpheus/pull/1040)) [@efajardo-nv](https://github.com/efajardo-nv)
- Fix documentation builds ([#1039](https://github.com/nv-morpheus/Morpheus/pull/1039)) [@dagardner-nv](https://github.com/dagardner-nv)
- GNN FSI modelcard++ ([#1010](https://github.com/nv-morpheus/Morpheus/pull/1010)) [@tzemicheal](https://github.com/tzemicheal)
- DFP Model Card ++ ([#1006](https://github.com/nv-morpheus/Morpheus/pull/1006)) [@hsin-c](https://github.com/hsin-c)
- Document how to build the examples ([#992](https://github.com/nv-morpheus/Morpheus/pull/992)) [@dagardner-nv](https://github.com/dagardner-nv)
- Documentation review edits ([#911](https://github.com/nv-morpheus/Morpheus/pull/911)) [@dagardner-nv](https://github.com/dagardner-nv)
- Add PyTorch to ONNX section to training notebooks ([#903](https://github.com/nv-morpheus/Morpheus/pull/903)) [@efajardo-nv](https://github.com/efajardo-nv)
- Update E2E Benchmarks README ([#880](https://github.com/nv-morpheus/Morpheus/pull/880)) [@efajardo-nv](https://github.com/efajardo-nv)

## 🚀 New Features

- Update to CUDF 23.06 ([#1020](https://github.com/nv-morpheus/Morpheus/pull/1020)) [@cwharris](https://github.com/cwharris)
- Grafana DFP dashboard ([#989](https://github.com/nv-morpheus/Morpheus/pull/989)) [@efajardo-nv](https://github.com/efajardo-nv)
- DFP MultiFileSource optionally poll for file updates ([#978](https://github.com/nv-morpheus/Morpheus/pull/978)) [@dagardner-nv](https://github.com/dagardner-nv)
- Migrate generic components from azure-ad workflow ([#939](https://github.com/nv-morpheus/Morpheus/pull/939)) [@bsuryadevara](https://github.com/bsuryadevara)
- Migrate CLX parsers ([#894](https://github.com/nv-morpheus/Morpheus/pull/894)) [@efajardo-nv](https://github.com/efajardo-nv)
- Python 3.10 support ([#887](https://github.com/nv-morpheus/Morpheus/pull/887)) [@cwharris](https://github.com/cwharris)
- GPUNetIO Integration ([#879](https://github.com/nv-morpheus/Morpheus/pull/879)) [@cwharris](https://github.com/cwharris)
- Update to CuDF 23.02 and MRC 23.07 ([#848](https://github.com/nv-morpheus/Morpheus/pull/848)) [@cwharris](https://github.com/cwharris)

## 🛠️ Improvements

- Support building the Morpheus containers when Morpheus is a submodule ([#1057](https://github.com/nv-morpheus/Morpheus/pull/1057)) [@mdemoret-nv](https://github.com/mdemoret-nv)
- Changing GRPC requirement from `grpc-cpp` to `libgrpc` ([#1056](https://github.com/nv-morpheus/Morpheus/pull/1056)) [@mdemoret-nv](https://github.com/mdemoret-nv)
- Merge morpheus core spear phishing components. ([#1044](https://github.com/nv-morpheus/Morpheus/pull/1044)) [@drobison00](https://github.com/drobison00)
- Example Documentation Updates ([#1038](https://github.com/nv-morpheus/Morpheus/pull/1038)) [@cwharris](https://github.com/cwharris)
- Update docs and examples to use Triton 23.06 ([#1037](https://github.com/nv-morpheus/Morpheus/pull/1037)) [@efajardo-nv](https://github.com/efajardo-nv)
- SID visualization updates ([#1035](https://github.com/nv-morpheus/Morpheus/pull/1035)) [@efajardo-nv](https://github.com/efajardo-nv)
- New CI images with rapids 23.06 ([#1030](https://github.com/nv-morpheus/Morpheus/pull/1030)) [@dagardner-nv](https://github.com/dagardner-nv)
- Remove conda's base pip (CVE) ([#1024](https://github.com/nv-morpheus/Morpheus/pull/1024)) [@pdmack](https://github.com/pdmack)
- Remove PIP_FIND_LINKS for torch from setup.py ([#1019](https://github.com/nv-morpheus/Morpheus/pull/1019)) [@efajardo-nv](https://github.com/efajardo-nv)
- Upgrade to pytorch 2.0.1 conda package ([#1015](https://github.com/nv-morpheus/Morpheus/pull/1015)) [@efajardo-nv](https://github.com/efajardo-nv)
- Model card ++ for ABP, Phishing, Root cause analysis ([#1014](https://github.com/nv-morpheus/Morpheus/pull/1014)) [@gbatmaz](https://github.com/gbatmaz)
- Bring forward some CVE fixes from 23.03 release ([#1002](https://github.com/nv-morpheus/Morpheus/pull/1002)) [@pdmack](https://github.com/pdmack)
- Remove patch from pybind11 ([#1001](https://github.com/nv-morpheus/Morpheus/pull/1001)) [@dagardner-nv](https://github.com/dagardner-nv)
- Install pytest-kafka via pip/pypi ([#988](https://github.com/nv-morpheus/Morpheus/pull/988)) [@dagardner-nv](https://github.com/dagardner-nv)
- Adopt MatX 0.4.1 ([#971](https://github.com/nv-morpheus/Morpheus/pull/971)) [@dagardner-nv](https://github.com/dagardner-nv)
- fix_contrib_instructions ([#959](https://github.com/nv-morpheus/Morpheus/pull/959)) [@yuchenz427](https://github.com/yuchenz427)
- Multi-class Sequence Classifier ([#952](https://github.com/nv-morpheus/Morpheus/pull/952)) [@efajardo-nv](https://github.com/efajardo-nv)
- Add Pylint to CI ([#950](https://github.com/nv-morpheus/Morpheus/pull/950)) [@dagardner-nv](https://github.com/dagardner-nv)
- Helper scripts for running CI locally ([#949](https://github.com/nv-morpheus/Morpheus/pull/949)) [@dagardner-nv](https://github.com/dagardner-nv)
- Adopt updated utilities to pickup MatX 0.4.0 ([#947](https://github.com/nv-morpheus/Morpheus/pull/947)) [@dagardner-nv](https://github.com/dagardner-nv)
- Add COLLABORATOR to exclusion in label-external-issues.yml ([#946](https://github.com/nv-morpheus/Morpheus/pull/946)) [@jarmak-nv](https://github.com/jarmak-nv)
- Multiple Input Kafka Topics Support ([#944](https://github.com/nv-morpheus/Morpheus/pull/944)) [@bsuryadevara](https://github.com/bsuryadevara)
- Tests for stages in DFP Production Example ([#940](https://github.com/nv-morpheus/Morpheus/pull/940)) [@dagardner-nv](https://github.com/dagardner-nv)
- Integrate NVTabular into Morpheus Core and replace existing column_info based workflows. ([#938](https://github.com/nv-morpheus/Morpheus/pull/938)) [@drobison00](https://github.com/drobison00)
- Auto-Comment on External Issues ([#926](https://github.com/nv-morpheus/Morpheus/pull/926)) [@jarmak-nv](https://github.com/jarmak-nv)
- DFP Integrated Training Updates (Stress Testing/Benchmarks) ([#924](https://github.com/nv-morpheus/Morpheus/pull/924)) [@bsuryadevara](https://github.com/bsuryadevara)
- Add CONTRIBUTOR to triage label exception ([#918](https://github.com/nv-morpheus/Morpheus/pull/918)) [@jarmak-nv](https://github.com/jarmak-nv)
- Improve DFP period functionality to allow for better sampling and ignoring period ([#912](https://github.com/nv-morpheus/Morpheus/pull/912)) [@mdemoret-nv](https://github.com/mdemoret-nv)
- Tests for gnn_fraud_detection_pipeline & ransomware_detection ([#904](https://github.com/nv-morpheus/Morpheus/pull/904)) [@dagardner-nv](https://github.com/dagardner-nv)
- [ENH] Change external labeler to use the GH CLI for fine-grained token support ([#899](https://github.com/nv-morpheus/Morpheus/pull/899)) [@jarmak-nv](https://github.com/jarmak-nv)
- [ENH] Label External Issues: Update secret, add discussions ([#897](https://github.com/nv-morpheus/Morpheus/pull/897)) [@jarmak-nv](https://github.com/jarmak-nv)
- Use new cudf C++ json writer ([#888](https://github.com/nv-morpheus/Morpheus/pull/888)) [@dagardner-nv](https://github.com/dagardner-nv)
- Create tests for examples with custom stages ([#885](https://github.com/nv-morpheus/Morpheus/pull/885)) [@dagardner-nv](https://github.com/dagardner-nv)
- Use ARC V2 self-hosted runners for GPU jobs ([#878](https://github.com/nv-morpheus/Morpheus/pull/878)) [@jjacobelli](https://github.com/jjacobelli)
- Removing explicit driver install from CI runner ([#877](https://github.com/nv-morpheus/Morpheus/pull/877)) [@mdemoret-nv](https://github.com/mdemoret-nv)
- Adding an `update-version.sh` script and CI check to keep versions up to date ([#875](https://github.com/nv-morpheus/Morpheus/pull/875)) [@mdemoret-nv](https://github.com/mdemoret-nv)
- Add DFP Viz dependencies to DFP container ([#873](https://github.com/nv-morpheus/Morpheus/pull/873)) [@efajardo-nv](https://github.com/efajardo-nv)
- Use eval_batch_size for AutoEncoder loss stats ([#861](https://github.com/nv-morpheus/Morpheus/pull/861)) [@efajardo-nv](https://github.com/efajardo-nv)
- GitHub Infra Update -Delete QST Issue Template in Favor of Discussions, Remove Add to Project Action ([#860](https://github.com/nv-morpheus/Morpheus/pull/860)) [@jarmak-nv](https://github.com/jarmak-nv)
- Add dataset fixture to ease fetching DataFrames for tests ([#847](https://github.com/nv-morpheus/Morpheus/pull/847)) [@dagardner-nv](https://github.com/dagardner-nv)
- Add DataManager object to morpheus/io ([#846](https://github.com/nv-morpheus/Morpheus/pull/846)) [@drobison00](https://github.com/drobison00)
- Suppress volatile warning when building code generated by Cython ([#844](https://github.com/nv-morpheus/Morpheus/pull/844)) [@dagardner-nv](https://github.com/dagardner-nv)
- Replace usage of PreprocessLogParsingStage with PreprocessNLPStage ([#842](https://github.com/nv-morpheus/Morpheus/pull/842)) [@dagardner-nv](https://github.com/dagardner-nv)
- Replace deprecated usage of make_node and make_node_full ([#839](https://github.com/nv-morpheus/Morpheus/pull/839)) [@dagardner-nv](https://github.com/dagardner-nv)
- Bump version to 23.07 and version of MRC dep ([#834](https://github.com/nv-morpheus/Morpheus/pull/834)) [@dagardner-nv](https://github.com/dagardner-nv)
- Update .gitignore to include some common temporary files that shouldn't be tracked by git ([#829](https://github.com/nv-morpheus/Morpheus/pull/829)) [@dagardner-nv](https://github.com/dagardner-nv)
- Pre-allocate needed columns in abp_pcap_detection example ([#820](https://github.com/nv-morpheus/Morpheus/pull/820)) [@dagardner-nv](https://github.com/dagardner-nv)
- Use ARC V2 self-hosted runners for CPU jobs ([#806](https://github.com/nv-morpheus/Morpheus/pull/806)) [@jjacobelli](https://github.com/jjacobelli)

# Morpheus 23.03.01 (04 Apr 2023)

## 📖 Documentation
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