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v0.3.0

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@dcrankshaw dcrankshaw released this 06 Jun 09:32
· 62 commits to develop since this release
  • commit • Only link models to apps in k8s test the first time model is registered (#290)
  • commit • update benchmark readme (#293)
  • commit • Batch size estimation fix (#294)
  • commit • R Model Deployment (#261)
  • commit • Minor cleanup to rpc.py (#295)
  • commit • Update docker publish script to publish minor version tags (#298)
  • commit • Fix typos in k8s method calls. (#299)
  • commit • Fix broken links (#303)
  • commit • Add CLIPPER_INPUT_TYPE to environment when launching k8s model container. (#304)
  • commit • Fix Issue with ClipperException and Docker not running case (#308)
  • commit • Support InternalIP address for K8S (#316)
  • commit • Support for Generic Tensorflow Models (#319)
  • commit • Converted path to posixpath in python deployer (#318)
  • commit • Fix a broken link in the README.md (#323)
  • commit • Fixed conda object manipulation problem (#297)
  • commit • Support Deployment of SparkML Models (#324)
  • commit • Handle exceptions associated with loading nonexistent libraries (#344)
  • commit • Support deploying Saved Tensorflow Models (#328)
  • commit • Batch predict (#321)
  • commit • Support for PyTorch model (#346)
  • commit • Adding function: Allow users to designate the number of batches (#320)
  • commit • Metrics Monitoring: A minimal viable product (#348)
  • commit • Fix dict unpacking lint error (#356)
  • commit • Support Boost 1.66.0 (#358)
  • commit • Turn off ssl verification to fix conda http error (#369)
  • commit • Fix error (#373)
  • commit • Fix port already bound error in integration tests (#368)
  • commit • Metrics and Monitoring V0.0.2: Model Container, Latencies, and Example (#357)
  • commit • Integration test for fixed-batch-size model deployment (#370)
  • commit • fixed decoding error when when parsing graph_def from string. (#377)
  • commit • Metric Monitoring: Set Prometheus Version Tag (#384)
  • commit • replaced queues in RPC layer with MoodyCamel's lock-free queues (#380)
  • commit • Handle ChunkedEncodingError on check_solvability_write_deps() (#398)
  • commit • Support latest conda version (#385)
  • commit • Metric Monitoring: Add to/Delete from the metric config of Prometheus (#402)
  • commit • Fix flakiness in fixed batch size integration test (#387)
  • commit • StateDB Cache (#350)
  • commit • Explicitly install redis-server when building test container (#410)
  • commit • Added MXNet Deployment Capability (replaces #390) (#405)
  • commit • [Metric] Refactor Frontend-exporter (#413)
  • commit • Improved README with direct links to github profiles (#414)
  • commit • Fix a bug that QueryFrontend adds a garbage to http response (#415)
  • commit • PyTorch + ONNX + Caffe2 Model deployer (#362)
  • commit • results of profiling JSON parsing latency (#418)
  • commit • Fix installation order errors in deployer containers (#426)
  • commit • Container Manager Wait Until Ready (#417)
  • commit • fix libsodium issue (#432)
  • commit • [Metrics] Frontend-exporter fault tolerance quick fix (#429)
  • commit • Model container testing function to clipper admin (Vanilla python) (#394)
  • commit • Upgrade SimpleWebServer to version 2.1.1 (#438)
  • commit • [Metrics] Kubernetes Support & Maintenance (#427)
  • commit • Add ability to install packages + xgboost model deployer + example (#431)
  • commit • Add missing integration tests, clean up dockerfiles, and remove Anaconda dependencies (#435)
  • commit • Implement Metric Server (#440)
  • commit • Fix QueryFrontend bug (#458)
  • commit • Ensure container/model is ready to be queried (#447)
  • commit • Fix hard coded checkpoint prefix for tensorflow deployer. (#464)
  • commit • Add functionality to delete applications (#457)
  • commit • R model serialization fixes (#444)
  • commit • Address k8s del_svc api change (#470)
  • commit • Container heartbeat (#378)
  • commit • Add Grafana image tag to avoid pulling all versions (#471)
  • commit • Shorten input for kube integration test (#480)
  • commit • Temporarily Disable Caffe2 Build & Test (#479)
  • commit • update java version in docker files (#485)
  • commit • Adds support for kubectl proxy in kubernetes container manager (#455)
  • commit • Add Python 3 support (#416)
  • commit • Don't quit on warning when installing R dependencies (#487)
  • commit • Query Frontend Scale-out via Kubernetes Service (#462)
  • commit • Added functionality to query previous version models (#454)
  • commit • Update FindBoost.cmake to support Boost 1.67.0 (#489)
  • commit • Fix an infinite loop of GarbageCollectionThread (#481)
  • commit • Fix issues with model version querying (#497)
  • commit • Issue with Number of Frontend Replicas (#496)
  • commit • fixed bug in querying for specific versions (#493)
  • commit • Performance improvements: RPC, Data management, hashing (#393)
  • commit • Fix the following build error of rpc_service.cpp (#502)
  • commit • Move reading of Clipper env variables out of user code into RPC system code (#505)
  • commit • Add Python 3 support for the remaining model deployers (#488)
  • commit • Example of Querying with An Image (#504)
  • commit • Adaptive Batching v2 (#451)
  • commit • Support k8s namespaces (#500)
  • commit • Add API documentation for model deployers and R models (#498)
  • commit • added readthedocs requirements file (#507)
  • commit • Update readme (#508)
  • commit • Fix Documentation (#510)