Release 1.12.0-dev tag

CHANGELOG.md

@@ -1,5 +1,130 @@
 # Changelog
 
+## [v1.11.0](https://github.com/seldonio/seldon-core/tree/v1.11.0)
+
+[Full Changelog](https://github.com/seldonio/seldon-core/compare/operator/v1.10.0...v1.11.0)
+
+**Fixed bugs:**
+
+- handle bad SemVer for CRD creation  [\#3569](https://github.com/SeldonIO/seldon-core/issues/3569)
+- leader election RBAC incorrect [\#3567](https://github.com/SeldonIO/seldon-core/issues/3567)
+- batch processing with argo failed [\#3559](https://github.com/SeldonIO/seldon-core/issues/3559)
+- hello I do not know the composition of json？Can you tell me something about it ? [\#3556](https://github.com/SeldonIO/seldon-core/issues/3556)
+- docs build failing due to problem with black 20.8b1 wheels [\#3546](https://github.com/SeldonIO/seldon-core/issues/3546)
+- Alibi explainer image broken due to numba 0.54 [\#3540](https://github.com/SeldonIO/seldon-core/issues/3540)
+- Update Alibi Detect Server to use Alibi Detect v0.7.1 [\#3481](https://github.com/SeldonIO/seldon-core/issues/3481)
+- helm 3.5.2 warning on seldon helm charts [\#2944](https://github.com/SeldonIO/seldon-core/issues/2944)
+- Support MLFlow models that return pandas DataFrame [\#2281](https://github.com/SeldonIO/seldon-core/issues/2281)
+
+**Closed issues:**
+
+- Should allow user customize LeaderElectionID [\#3576](https://github.com/SeldonIO/seldon-core/issues/3576)
+- FastAPI integration with Seldon [\#3575](https://github.com/SeldonIO/seldon-core/issues/3575)
+- Seldon Deployment Type Definition use duplicate protobuf Ids for a few fields [\#3574](https://github.com/SeldonIO/seldon-core/issues/3574)
+- How to the current available resources of the seldon kubernetes cluster through seldon api, including CPU and memory resources? [\#3543](https://github.com/SeldonIO/seldon-core/issues/3543)
+- Add a "fix this page" button to the docs [\#3535](https://github.com/SeldonIO/seldon-core/issues/3535)
+- Remove duplicate links to self on documentation home page [\#3534](https://github.com/SeldonIO/seldon-core/issues/3534)
+- Improvements to Python Server Configuration doc [\#3532](https://github.com/SeldonIO/seldon-core/issues/3532)
+- Troubleshooting guide enhancements [\#3531](https://github.com/SeldonIO/seldon-core/issues/3531)
+- Create new page on init containers [\#3530](https://github.com/SeldonIO/seldon-core/issues/3530)
+- Deprecate page https://docs.seldon.io/projects/seldon-core/en/latest/wrappers/language\_wrappers.html in favor of individual wrapper pages [\#3529](https://github.com/SeldonIO/seldon-core/issues/3529)
+- Simplify jargon around CRDs and PodTemplateSpec on https://docs.seldon.io/projects/seldon-core/en/latest/graph/inference-graph.html [\#3528](https://github.com/SeldonIO/seldon-core/issues/3528)
+- Have JSON and YAML representations exactly match each other on https://docs.seldon.io/projects/seldon-core/en/latest/graph/inference-graph.html [\#3527](https://github.com/SeldonIO/seldon-core/issues/3527)
+- Investigate feasibility of "toggle" switches to move between JSON, YAML and different languages etc... [\#3526](https://github.com/SeldonIO/seldon-core/issues/3526)
+- Create a diagram to represent inference graphs and config [\#3525](https://github.com/SeldonIO/seldon-core/issues/3525)
+- Improvements to Testing Model Endpoints page [\#3524](https://github.com/SeldonIO/seldon-core/issues/3524)
+- Remove references to S2I from https://docs.seldon.io/projects/seldon-core/en/latest/python/python\_module.html [\#3523](https://github.com/SeldonIO/seldon-core/issues/3523)
+- Fix broken links and reword Seldon Python Component doc [\#3522](https://github.com/SeldonIO/seldon-core/issues/3522)
+- Improvements to Python Wrapping S2I page [\#3521](https://github.com/SeldonIO/seldon-core/issues/3521)
+- Include pre-requisites before installation command [\#3520](https://github.com/SeldonIO/seldon-core/issues/3520)
+- Remove duplicate navigation from quickstart page [\#3519](https://github.com/SeldonIO/seldon-core/issues/3519)
+- Move "about the name Seldon" from quickstart to somewhere more appropriate [\#3518](https://github.com/SeldonIO/seldon-core/issues/3518)
+- Update model servers list on https://docs.seldon.io/projects/seldon-core/en/latest/workflow/overview.html [\#3517](https://github.com/SeldonIO/seldon-core/issues/3517)
+- Remove reference to Kubebuilder from https://docs.seldon.io/projects/seldon-core/en/latest/workflow/overview.html [\#3516](https://github.com/SeldonIO/seldon-core/issues/3516)
+- Remove details on adding custom metrics from https://docs.seldon.io/projects/seldon-core/en/latest/workflow/overview.html [\#3515](https://github.com/SeldonIO/seldon-core/issues/3515)
+- Remove duplicate text from tracing image \(also appears in docs\) https://docs.seldon.io/projects/seldon-core/en/latest/workflow/overview.html [\#3514](https://github.com/SeldonIO/seldon-core/issues/3514)
+- Benchmarking vs Flask for both the benchmarking sections and "benefits vs flask" in overview [\#3513](https://github.com/SeldonIO/seldon-core/issues/3513)
+- Additional information on installing prerequisites in https://docs.seldon.io/projects/seldon-core/en/latest/workflow/install.html [\#3512](https://github.com/SeldonIO/seldon-core/issues/3512)
+- Install command doesn't include istio or ambassador so fails if copy/pasted. Ingress is only referenced afterwards [\#3511](https://github.com/SeldonIO/seldon-core/issues/3511)
+- Add information on meetups, twitter etc... to https://docs.seldon.io/projects/seldon-core/en/latest/developer/community.html [\#3510](https://github.com/SeldonIO/seldon-core/issues/3510)
+- Document storage initializers configuration for private GCP buckets [\#3509](https://github.com/SeldonIO/seldon-core/issues/3509)
+- Working group call calendar link has expired [\#3508](https://github.com/SeldonIO/seldon-core/issues/3508)
+- Rework entire quickstart page removing duplicate content and adding obvious next steps for each persona [\#3507](https://github.com/SeldonIO/seldon-core/issues/3507)
+- "documentation quickstart" is a totally different page, only findable through the original quickstart page. Combine content in to one. [\#3506](https://github.com/SeldonIO/seldon-core/issues/3506)
+- Improvements to Testing Model Endpoints page [\#3505](https://github.com/SeldonIO/seldon-core/issues/3505)
+- Make Python 3.8 s2i wrapper the default one [\#3500](https://github.com/SeldonIO/seldon-core/issues/3500)
+- Add documentation in UPGRADING page that outlines new explainer URI model param limitation [\#3499](https://github.com/SeldonIO/seldon-core/issues/3499)
+- Update explainer URL to allow for empty parameter for tensorlfow protocol [\#3498](https://github.com/SeldonIO/seldon-core/issues/3498)
+- Predictor server image version only accepts string not numeric value [\#3493](https://github.com/SeldonIO/seldon-core/issues/3493)
+- Correctly set GOMAXPROCS for executor and operator [\#3468](https://github.com/SeldonIO/seldon-core/issues/3468)
+- Release v1.10.0 [\#3467](https://github.com/SeldonIO/seldon-core/issues/3467)
+- Update MLServer image to 0.4.0 [\#3466](https://github.com/SeldonIO/seldon-core/issues/3466)
+- Add request logging direct to Kafka [\#3445](https://github.com/SeldonIO/seldon-core/issues/3445)
+- Update KIND CI tests to use latest KIND client \(and hence Kubernetes 1.20\) [\#3357](https://github.com/SeldonIO/seldon-core/issues/3357)
+- Update version of Triton image in configmap [\#3318](https://github.com/SeldonIO/seldon-core/issues/3318)
+- Add conditions for SeldonDeployments [\#3265](https://github.com/SeldonIO/seldon-core/issues/3265)
+- Investigate latest K8S Ingress CRD [\#2988](https://github.com/SeldonIO/seldon-core/issues/2988)
+- Adjust operator updates test to current kubernetes \(\>=1.18\) [\#2966](https://github.com/SeldonIO/seldon-core/issues/2966)
+- Run black \(nbQA\) on notebooks as part of fmt/lint [\#2885](https://github.com/SeldonIO/seldon-core/issues/2885)
+
+## [v1.10.0](https://github.com/seldonio/seldon-core/tree/HEAD)
+
+[Full Changelog](https://github.com/seldonio/seldon-core/compare/operator/v1.9.1...v1.10.0)
+
+**Fixed bugs:**
+
+- sklearn iris model incompatible with latest sklearnserver \(1.10.0-dev\) [\#3424](https://github.com/SeldonIO/seldon-core/issues/3424)
+- It is not possible to add a new inference server. [\#3415](https://github.com/SeldonIO/seldon-core/issues/3415)
+- REST Executor Returns wrong Error message in DAG [\#3411](https://github.com/SeldonIO/seldon-core/issues/3411)
+- Conda base image is not being pushed to docker hub [\#3405](https://github.com/SeldonIO/seldon-core/issues/3405)
+- spec.preserveUnknownFields  missing while upgrading seldon-core-operator to 1.9.1 from 1.2.2 using helm chart [\#3393](https://github.com/SeldonIO/seldon-core/issues/3393)
+- seldon-puid not included in grpc requests [\#3389](https://github.com/SeldonIO/seldon-core/issues/3389)
+- Docs lint is failing due to argo moving repo [\#3386](https://github.com/SeldonIO/seldon-core/issues/3386)
+- Seldon Deployment: Dryrun using k8s java Api is not validating all fields [\#3378](https://github.com/SeldonIO/seldon-core/issues/3378)
+- batch\_processor.py: data will be left unprocessed if the line number in the input file can't be aliquoted by the batch\_size [\#3377](https://github.com/SeldonIO/seldon-core/issues/3377)
+- Cannot apply Seldon Deployment from Kubernetes Python API [\#3375](https://github.com/SeldonIO/seldon-core/issues/3375)
+- click dependencies could not be resolved [\#3373](https://github.com/SeldonIO/seldon-core/issues/3373)
+- Can't change REST timeout [\#3368](https://github.com/SeldonIO/seldon-core/issues/3368)
+- Deployment giving certificate expired or is not yet valid [\#3366](https://github.com/SeldonIO/seldon-core/issues/3366)
+- go mod fails because of invalid character in file name [\#3354](https://github.com/SeldonIO/seldon-core/issues/3354)
+- Istio virtualservice created does not whitelist V2 Inference Protocol protobuf names [\#3352](https://github.com/SeldonIO/seldon-core/issues/3352)
+- Add functionality to support multiprocessing for Python wrapper GRPC [\#3334](https://github.com/SeldonIO/seldon-core/issues/3334)
+- If no-engine=true used only REST/HTTP virtuaservice is created with istio and no GRPC [\#3329](https://github.com/SeldonIO/seldon-core/issues/3329)
+- Seldon Explainer Container Crashes Due to GCS Permission Error [\#3324](https://github.com/SeldonIO/seldon-core/issues/3324)
+- I deploy tensorflow model using tensorflow2.4.1 and occur error:CUDA error \(3\): initialization error. [\#3314](https://github.com/SeldonIO/seldon-core/issues/3314)
+- Status address URL incorrect for no engine [\#3312](https://github.com/SeldonIO/seldon-core/issues/3312)
+- cant build simple-cpp example [\#3251](https://github.com/SeldonIO/seldon-core/issues/3251)
+- wrong conda version used in the mlflowserver image [\#3115](https://github.com/SeldonIO/seldon-core/issues/3115)
+- Failures on send\_feedback\_raw path when using proto [\#2606](https://github.com/SeldonIO/seldon-core/issues/2606)
+- custom\_metrics notebook test is flaky [\#2570](https://github.com/SeldonIO/seldon-core/issues/2570)
+
+**Closed issues:**
+
+- Create MLflow example using MLServer [\#3462](https://github.com/SeldonIO/seldon-core/issues/3462)
+- Run Kubernetes PodSpec validation  [\#3440](https://github.com/SeldonIO/seldon-core/issues/3440)
+- automatise generation and upload of example models for pre-packaged model servers [\#3439](https://github.com/SeldonIO/seldon-core/issues/3439)
+- Request Logger Update [\#3421](https://github.com/SeldonIO/seldon-core/issues/3421)
+- Upgrade Alibi Server to 0.6.0 [\#3401](https://github.com/SeldonIO/seldon-core/issues/3401)
+- Add MLServer MLFlow Server to Core [\#3384](https://github.com/SeldonIO/seldon-core/issues/3384)
+- Release 1.9.2 [\#3367](https://github.com/SeldonIO/seldon-core/issues/3367)
+- Create notebook that outlines steps required to extend all existing secrets to be compatible with rclone [\#3360](https://github.com/SeldonIO/seldon-core/issues/3360)
+- Research performance improvements for Python Seldon wrapper and research performance between versions of Seldon Core [\#3359](https://github.com/SeldonIO/seldon-core/issues/3359)
+- Update Core Builder to use more recent version of Python [\#3358](https://github.com/SeldonIO/seldon-core/issues/3358)
+- Create narrative / documentation around security [\#3345](https://github.com/SeldonIO/seldon-core/issues/3345)
+- Add GRPC\_THREADS for configuring the number of threads in the Python wrapper \(and default to 1\) [\#3333](https://github.com/SeldonIO/seldon-core/issues/3333)
+- Set GUNICORN\_THREADS to 1 by default [\#3332](https://github.com/SeldonIO/seldon-core/issues/3332)
+- Release 1.9.1 [\#3319](https://github.com/SeldonIO/seldon-core/issues/3319)
+- Python GRPC Server does not adhere to Worker/Thread environment variables [\#3238](https://github.com/SeldonIO/seldon-core/issues/3238)
+- Update Benchmarking with Argo Worfklows & Vegeta notebook example [\#3162](https://github.com/SeldonIO/seldon-core/issues/3162)
+- 1.8.0 Release [\#3125](https://github.com/SeldonIO/seldon-core/issues/3125)
+- Missing appVersion inside Chart.yaml [\#2737](https://github.com/SeldonIO/seldon-core/issues/2737)
+- Add integration tests to outlier detector and concept drift components [\#2681](https://github.com/SeldonIO/seldon-core/issues/2681)
+- Occasional Latency Spike in Python Nodes of Inference Graph [\#2656](https://github.com/SeldonIO/seldon-core/issues/2656)
+- Refactor env var retrieval for model\_name / image\_name in python wrapper so it's centralised in util [\#2621](https://github.com/SeldonIO/seldon-core/issues/2621)
+- Python Wrapper should Handle Exceptions correctly [\#2338](https://github.com/SeldonIO/seldon-core/issues/2338)
+- Seldon wrapper image with python 3.8 [\#1230](https://github.com/SeldonIO/seldon-core/issues/1230)
+
+
 ## [v1.9.0](https://github.com/seldonio/seldon-core/tree/HEAD)
 
 [Full Changelog](https://github.com/seldonio/seldon-core/compare/v1.8.0...v1.9.0)

components/alibi-detect-server/Dockerfile

@@ -1,8 +1,8 @@
 # TODO: Add to release script
-FROM docker.io/seldonio/seldon-core-s2i-python37-ubi8:1.11.0-dev
+FROM docker.io/seldonio/seldon-core-s2i-python37-ubi8:1.12.0-dev
 LABEL name="Seldon Alibi Detect Server" \
       vendor="Seldon Technologies" \
-      version="1.11.0-dev" \
+      version="1.12.0-dev" \
       release="1" \
       summary="Alibi Detect Server for Seldon Core" \
       description="The Alibi Detect Server provides outlier, drift and adversarial detection services for Seldon Core"

components/alibi-explain-server/Dockerfile

@@ -1,8 +1,8 @@
 ARG VERSION
-FROM seldonio/seldon-core-s2i-python37-ubi8:$VERSION
+FROM seldonio/seldon-core-s2i-python37-ubi8:1.12.0-dev
 LABEL name="Seldon Alibi Wrapper" \
       vendor="Seldon Technologies" \
-      version="1.11.0-dev" \
+      version="1.12.0-dev" \
       release="1" \
       summary="Alibi Explainer Wrapper for Seldon Core" \
       description="Allows Seldon Core inference models to run with a black box model explanation model from the Alibi:Explain project"

components/seldon-request-logger/Dockerfile

@@ -1,7 +1,7 @@
 FROM registry.access.redhat.com/ubi8/python-38
 LABEL name="Seldon Request Logger" \
       vendor="Seldon Technologies" \
-      version="1.11.0-dev" \
+      version="1.12.0-dev" \
       release="1" \
       summary="The payload logger for Seldon Core" \
       description="The Seldon Payload Logger allows request and response payloads from a Seldon Core inference graph to be processed and sent to an ELK endpoint"

components/storage-initializer/Dockerfile

@@ -1,7 +1,7 @@
 FROM registry.access.redhat.com/ubi8/python-36
 LABEL name="Storage Initializer" \
       vendor="Seldon Technologies" \
-      version="1.11.0-dev" \
+      version="1.12.0-dev" \
       release="1" \
       summary="Storage Initializer for Seldon Core" \
       description="Allows Seldon Core to download artifacts from cloud and local storage to a local volume"

doc/source/python/python_wrapping_s2i.md

@@ -17,7 +17,7 @@ If you are not familiar with s2i you can read [general instructions on using s2i
 To check everything is working you can run
 
 ```bash
-s2i usage seldonio/seldon-core-s2i-python3:1.11.0-dev
+s2i usage seldonio/seldon-core-s2i-python3:1.12.0-dev
 ```
 
 
@@ -98,22 +98,22 @@ See below for the possible keys and values for this file.
 ## Step 3 - Build your image
 Use `s2i build` to create your Docker image from source code. You will need Docker installed on the machine and optionally git if your source code is in a public git repo. You can choose from three python builder images
 
- * Python 3.6 : seldonio/seldon-core-s2i-python36:1.11.0-dev seldonio/seldon-core-s2i-python3:1.11.0-dev
+ * Python 3.6 : seldonio/seldon-core-s2i-python36:1.12.0-dev seldonio/seldon-core-s2i-python3:1.12.0-dev
    * Note there are [issues running TensorFlow under Python 3.7](https://github.com/tensorflow/tensorflow/issues/20444) (Nov 2018) and Python 3.7 is not officially supported by TensorFlow (Dec 2018).
  * Python 3.6 plus ONNX support via [Intel nGraph](https://github.com/NervanaSystems/ngraph) : seldonio/seldon-core-s2i-python3-ngraph-onnx:0.1
 
 Using s2i you can build directly from a git repo or from a local source folder. See the [s2i docs](https://github.com/openshift/source-to-image/blob/master/docs/cli.md#s2i-build) for further details. The general format is:
 
 ```bash
-s2i build <src-folder> seldonio/seldon-core-s2i-python3:1.11.0-dev <my-image-name>
+s2i build <src-folder> seldonio/seldon-core-s2i-python3:1.12.0-dev <my-image-name>
 ```
 
 Change to seldonio/seldon-core-s2i-python3 if using python 3.
 
 An example invocation using the test template model inside seldon-core:
 
 ```bash
-s2i build https://github.com/seldonio/seldon-core.git --context-dir=wrappers/s2i/python/test/model-template-app seldonio/seldon-core-s2i-python3:1.11.0-dev seldon-core-template-model
+s2i build https://github.com/seldonio/seldon-core.git --context-dir=wrappers/s2i/python/test/model-template-app seldonio/seldon-core-s2i-python3:1.12.0-dev seldon-core-template-model
 ```
 
 The above s2i build invocation:
@@ -128,13 +128,13 @@ For building from a local source folder, an example where we clone the seldon-co
 ```bash
 git clone https://github.com/seldonio/seldon-core.git
 cd seldon-core
-s2i build wrappers/s2i/python/test/model-template-app seldonio/seldon-core-s2i-python3:1.11.0-dev seldon-core-template-model
+s2i build wrappers/s2i/python/test/model-template-app seldonio/seldon-core-s2i-python3:1.12.0-dev seldon-core-template-model
 ```
 
 For more help see:
 
 ```bash
-s2i usage seldonio/seldon-core-s2i-python3:1.11.0-dev
+s2i usage seldonio/seldon-core-s2i-python3:1.12.0-dev
 s2i build --help
 ```
 
@@ -179,7 +179,7 @@ s2i build \
    -e EXTRA_INDEX_URL=https://<pypi-user>:<pypi-auth>@mypypi.example.com/simple \
    -e PIP_TRUSTED_HOST=mypypi.example.com \
    <src-folder> \
-   seldonio/seldon-core-s2i-python3:1.11.0-dev \
+   seldonio/seldon-core-s2i-python3:1.12.0-dev \
    <my-image-name>
 ```
 
@@ -271,7 +271,7 @@ The allowable `type` values for the parameters are defined in the [proto buffer
 To use a private repository for installing Python dependencies use the following build command:
 
 ```bash
-s2i build -i <python-wheel-folder>:/whl <src-folder> seldonio/seldon-core-s2i-python3:1.11.0-dev <my-image-name>
+s2i build -i <python-wheel-folder>:/whl <src-folder> seldonio/seldon-core-s2i-python3:1.12.0-dev <my-image-name>
 ```
 
 This command will look for local Python wheels in the `<python-wheel-folder>` and use these before searching PyPI.