GitHub repository: ucbrise/clipper

Issues:
issue_776: state: open
title: Documentation website unavailable(expired)
user: Adithya-MN
issue_775: state: open
title: Bump commons-io from 2.5 to 2.7 in /containers/jvm
user: dependabot[bot]
labels: dependencies: Pull requests that update a dependency file
issue_774: state: open
title: Unregistering an application, and then registering again with different output doesn't change the output 
user: utkarsh867
issue_773: state: open
title: develop test failed on win10:  qf startup error *Option ‘thread_pool_size’ does not exist*
user: potoo0
issue_772: state: open
title: Bump junit from 4.11 to 4.13.1 in /containers/jvm
user: dependabot[bot]
labels: dependencies: Pull requests that update a dependency file
issue_771: state: open
title: basic query example
user: feifeibear
issue_770: state: open
title: About the source code
user: lisongju
issue_769: state: open
title: Question for python_deployer.deploy_python_closure - case of multiple outputs from func
user: sean-sj-jung
issue_768: state: open
title: Kubernetes Connection - the server could not find the requested resource
user: marclipoff
issue_766: state: open
title: No connected models found for query
user: lianzhang132
issue_764: state: open
title: discussion  question
user: lianzhang132
issue_763: state: open
title: Dynamic Batching
user: lianzhang132
issue_760: state: open
title: Issue with speed of clipper with custom PyTorch model
user: alexvicegrab
issue_759: state: open
title: Fix potential deadlock when deleting queue
user: robberlang
issue_758: state: open
title: Potential deadlock when deleting model container replica queue
user: robberlang
issue_756: state: open
title: Number of predictions mismatch
user: jeffjunzhang
issue_755: state: open
title: Debugging input and output
user: Deninc
issue_754: state: open
title: Metrics 
user: jeffjunzhang
issue_753: state: open
title: Queue batch prediction tasks collectively
user: robberlang
issue_752: state: open
title: Batch_size issue
user: SrivatsaN225
issue_751: state: open
title: Build is failing on Travis
user: asauray
issue_750: state: open
title: [WIP] Support nomad
user: asauray
issue_749: state: open
title: Deploying on Nomad orchestrator
user: asauray
issue_748: state: open
title: Startup order in Kubernetes
user: DNCoelho
issue_747: state: open
title: Managing Compute Resources for Containers
user: jeffjunzhang
issue_746: state: open
title: how to deploy models with preprocess models?
user: ilibx
issue_745: state: open
title: [Question] Scaling the Query Frontend
user: rp4fx12
issue_744: state: open
title: Question Does clipper support pandas' function?
user: kiraseed
issue_740: state: open
title: Stopped model marked as invalid prevents from running a new one
user: jacekwachowiak
issue_739: state: open
title: Question - where does Clipper store all metric data?
user: jacekwachowiak
issue_737: state: open
title: Suggestion: GRPC integration
user: rkooo567
issue_734: state: open
title: [Metrics] Prometheus port mismatch
user: jacekwachowiak
issue_733: state: open
title: [Metrics] Kubernetes with a kubectl proxy and Prometheus do not work together
user: jacekwachowiak
issue_730: state: open
title: Failed to build with boost 1.70.0
user: withsmilo
issue_725: state: open
title: Backport 0.4.1 to current develop
user: simon-mo
issue_716: state: open
title: [Metrics] Prometheus does not always detect Clipper metrics
user: jacekwachowiak
issue_710: state: open
title: Type annotate and check Clipper codebase
user: simon-mo
issue_709: state: open
title: Some instructions that are required by Mxnet are not supported by some workers. 
user: rkooo567
issue_708: state: open
title: Suggestion: Integration with MLflow
user: withsmilo
issue_704: state: open
title: New contribution document Contents
user: rkooo567
issue_677: state: open
title: Jenkins Test Script for GPU
user: RehanSD
issue_631: state: open
title: tf_container.py modification for running GPU context
user: wcwang07
issue_628: state: open
title: How to link more than one models to one application?
user: Insullone
issue_625: state: open
title: [Roadmap] Logging and Debugging
user: simon-mo
issue_624: state: open
title: Suggestion: JSON data type input. 
user: rkooo567
issue_623: state: open
title: Clipper frontend Proxy- asuncion + uvloop requirements
user: avinregmi
issue_611: state: open
title: How to debug cause of "ImportError when running Container"
user: voodoohop
issue_604: state: open
title: Support Matlab Models
user: vaibhavkhanduja
issue_591: state: open
title: Question about deployed model container?
user: YupaTapuY
issue_590: state: open
title: [Performance] Performance Degradation on Kubernetes
user: simon-mo
issue_588: state: open
title: Benchmark against SageMaker and Tensorflow Serving
user: simon-mo
issue_587: state: open
title: Pin Version in setup.py
user: simon-mo
issue_579: state: open
title: [Roadmap] Clipper 0.4.0 Roadmap
user: simon-mo
issue_577: state: open
title: [CI] Parallel Integration Test Desgin
user: simon-mo
issue_575: state: open
title: Prediction with dataframe as input
user: udaynaik
issue_570: state: open
title: Support to pass creds for custom docker registry, fix for cloudpickle version incompatibility, python logging api incompatibility
user: ardysingh
issue_569: state: open
title: Amazon ECS Integration
user: HarryAtMove
issue_567: state: open
title: integration tests fail with head from develop branch and docker=2.5.1
user: ardysingh
issue_566: state: open
title: Why not use torch.save(model, PATH) to serialize the entire model?
user: wnagchenghku
issue_557: state: open
title: Serialization problem in pytorch model
user: janetsungczi
issue_556: state: open
title: xgboost example error
user: zoux86
issue_550: state: open
title: Error resolving query-frontend-0: [Errno -3] Temporary failure in name resolution
user: xuguangzhao
issue_549: state: open
title: [Bug] Memory leak occurred in QueryFrontend when all the user requests met SLO
user: withsmilo
issue_548: state: open
title: where is the batching part?
user: HaoLiuHust
issue_547: state: open
title: Default Packages for Python
user: simon-mo
issue_543: state: open
title: Failed to establish a new connection: [Errno 60] Operation timed out on kubernetes
user: YogeshSomawar
issue_542: state: open
title: Prometheus metrics not visible using K8S Container Manager
user: agneeshdg
issue_540: state: open
title: Customized R container
user: aliraza0337
issue_539: state: open
title: package ‘Rclipper’ is not available (for R version 3.4.4) |  installation of package ‘CodeDepends’ had non-zero exit status
user: aliraza0337
issue_538: state: open
title:  [09:38:26.633][error]    [STATEDB] StateDB failed to connect to redis   when i exec command: kubectl logs mgmt-frontend-7858f5c57c-hqgxm
user: xuguangzhao
issue_537: state: open
title: Hang several hours:[clipper_admin.py:124] Clipper still initializing.
user: xuguangzhao
issue_536: state: open
title: ConnectionError: HTTPConnectionPool(host='192.168.13.79', port=30112): Max retries exceeded with url: /admin/get_all_models (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f0708172e10>: Failed to establish a new connection: [Errno 110] Connection timed out',))
user: xuguangzhao
issue_535: state: open
title: what(): Number of model outputs: 1 does not equal the number of inputs: 2
user: aliraza0337
issue_534: state: open
title: Customize container image for R
user: akhtarnabeel
issue_531: state: open
title: Hanging Several hours :[clipper_admin.py:458] Pushing model Docker image to sum-mode2:1
user: xuguangzhao
issue_529: state: open
title: RClipper Docker Container run error - "Failed to install library: Rclipper"
user: csmithnm
issue_522: state: open
title: Where I can find the RClipper package??
user: aliraza0337
issue_520: state: open
title: Does Clipper support multiple workers?
user: aksnzhy
issue_514: state: open
title: [CI] Move linter before docker builder
user: simon-mo
issue_512: state: open
title: Query frontend cache is inconsistent across replicas
user: dbczumar
issue_499: state: open
title: Ask about the performance issue of pyspark model serving
user: parkerzf
issue_494: state: open
title: http protocol is hard-coded
user: miramar-labs
issue_486: state: open
title: RClipper Error in POST: Error in if (encoding.mode == \"NULL\") {: argument is of length zero\n\"} 
user: csmithnm
issue_477: state: open
title: Prometheus monitoring in K8s has incorrect permissions
user: paul-crease
issue_474: state: open
title: Missing Docker clipper/r-container-base:0.2.0 for RClipper
user: csmithnm
issue_473: state: open
title: Q: Examples of RClipper using complex R DataFrames?
user: csmithnm
issue_468: state: open
title: QueryFrontend's memory usage increases continuously
user: withsmilo
issue_467: state: open
title: Tensorflow model container stops responding after predict function thrown exception 
user: kbalka
issue_463: state: open
title: Criteo ad serving simulator
user: ryanhoque
issue_459: state: open
title: Use pip freeze to add dependency tracking back to Clipper
user: dcrankshaw
issue_452: state: open
title: [Metrics] Port metrics client to Java & R containers
user: simon-mo
issue_450: state: open
title: Add support for selection policies (for A/B testing, etc) as outlined in the Clipper NSDI paper
user: dcrankshaw
issue_445: state: open
title: [Integration Test] PySpark Redundancy
user: simon-mo
issue_439: state: open
title: Evaluate the use of MLeap in the Spark Scala model containers
user: dcrankshaw
issue_430: state: open
title: [Metrics] Use Prometheus label system for frontend-exporter
user: simon-mo
issue_421: state: open
title: [Metrics] Extend metrics to measure physical performance stats
user: dcrankshaw
issue_406: state: open
title: Enable users to query historical versions of a model
user: dcrankshaw
issue_400: state: open
title: Turn the RISE Camp Pong demo into an example on the Clipper website
user: dcrankshaw
issue_397: state: open
title: Replace Rcpp dependency in R container with a non-GPL replacement.
user: dcrankshaw
issue_391: state: open
title: Support mounting volumes on model containers
user: dcrankshaw
issue_372: state: open
title: Look into kubernetes integration with KubeFlow
user: geoHeil
issue_361: state: open
title: First query fails when model reconnects
user: Corey-Zumar
issue_359: state: open
title: Add an option to specify a configuration file when starting clipper
user: Corey-Zumar
issue_342: state: open
title: Allow models, applications, and application-links to be deleted
user: dcrankshaw
issue_338: state: open
title: Support deploying models with GPU access
user: dcrankshaw
issue_336: state: open
title: Allow models to return primitive data types
user: dcrankshaw
issue_332: state: open
title: Remove Folly and Wangle dependencies
user: dcrankshaw
issue_317: state: open
title: Kubernetes Container Manager failing with "unexpected keyword argument 'assert_hostname'"
user: skidder
issue_300: state: open
title: ld: symbol(s) not found for architecture x86_64 clang: error: linker command failed with exit code 1 (use -v to see invocation) make[2]: *** [src/frontends/query_frontend] Error 1 make[1]: *** [src/frontends/CMakeFiles/query_frontend.dir/all] Error 2 make: *** [all] Error 2
user: RayTsui
issue_288: state: open
title: ClipperConnection with DockerContainerManager gives erroneous successful connection output when no cluster is running
user: Corey-Zumar
issue_287: state: open
title: Provide more useful error message when the Docker client detects the Docker version is too old
user: Wapaul1
issue_267: state: open
title: Docker Cloud and DCOS Integration
user: gsvijayraajaa
issue_262: state: open
title: Update the clipper-spark package to support new clipper_admin impl
user: dcrankshaw
issue_255: state: open
title: Feature Request: Allow for multiple input types for one model
user: morde08
issue_245: state: open
title: Error when using predict (Connection aborted)
user: rmdort
issue_238: state: open
title: Implement a high-performance RPC Query frontend
user: dcrankshaw
issue_221: state: open
title: Add file names and line numbers to logging messages
user: dcrankshaw
issue_220: state: open
title: Add Apache License headers to each source file
user: dcrankshaw
issue_219: state: open
title: Write a persistent storage backend design doc
user: dcrankshaw
issue_113: state: open
title: Pausing an application or a model
user: sueann