Changelog¶
v1.5.1¶
Fixed bugs:
SC Operator continues to reconcile objects that are being (foreground) delete #2781
Custom metrics not available in Prometheus #2766
seldon-batch-processor on seldon-core-s2i-python37 image is not generating any output #2745
transport: is not respected on seldondeployment #2540
helm install results in wrong configmap #2528
Closed issues:
Hard requirement in Tensorflow (API) on GRPCIO 1.32.x breaks Seldon Core #2787
istio request timeouts #2727
Document how to run python wrapper locally for development #2722
Swagger API needs to be upgraded following best practices #2669
Authentication support for ELK Logging #2300
Support for xgboost4j-spark 0.9 #1395
Merged pull requests:
Adds GRPCIO guards on tfserving-proxy server to fix version clash #2788 (axsaucedo)
do not act on resources that have deletion timestamp set #2782 (RafalSkolasinski)
Bump pytest from 6.1.2 to 6.2.0 in /python #2772 (dependabot-preview[bot])
Added workaround for alibi explainer image build #2768 (axsaucedo)
Update Timeouts Notebook #2753 (cliveseldon)
Revert “Add security context to seldon-controller-manager deployment” #2752 (cliveseldon)
Bump grpcio-reflection from 1.33.2 to 1.34.0 in /python #2749 (dependabot-preview[bot])
Update image make minio client compatible with ssl cert mismatch and add delete step #2746 (omerfsen)
Update licenses #2743 (cliveseldon)
Redhat 1.5.0 release #2739 (cliveseldon)
add python wrapper developer notes #2738 (RafalSkolasinski)
Release 1.5.0 Highlights #2731 (cliveseldon)
remove legacy Python2 components #2724 (RafalSkolasinski)
Bump github.com/google/go-cmp from 0.5.1 to 0.5.4 in /operator #2719 (dependabot-preview[bot])
Bump gopkg.in/yaml.v2 from 2.3.0 to 2.4.0 in /operator #2718 (dependabot-preview[bot])
Bump pip-licenses from 3.0.0 to 3.1.0 in /python #2717 (dependabot-preview[bot])
Bump grpcio-reflection from 1.29.0 to 1.33.2 in /python #2715 (dependabot-preview[bot])
Add accesslog control flag for seldon-core python module #2711 (anggao)
Add security context to seldon-controller-manager deployment #2709 (mo-saeed)
Bumping version to 1.6.0-dev and updating CHANGELOG #2707 (axsaucedo)
Add sideEffects to Webhooks to allow Dry Runs #2651 (cliveseldon)
add gRPC reflection support for seldon-core-executor and python wrapper #2395 (CatTail)
v1.5.0 (2020-11-24)¶
Fixed bugs:
Add a note in istio doc about pod security context for nonroot user #2686
KEDA notebook testing is broken #2683
[BUG] NodeSelector not working in SeldonDeployment #2682
minio setup notebook needs updating #2670
Alibi detect does not expose metrics when value is 0 #2668
Explainer wrapper should not add model to path for Tensorflow protocol #2664
Python processes when running Seldon with Gunicorn #2617
Update KEDA example to use v2.0 GA version #2614
Tutorial issues - CIFAR10 Drift Detection #2605
Conflict between gunicorn, gevent, and TensorFlow #2603
Fix notebook failing integartion tests for sklearn and xgboost V2 #2589
Repeatedly logging [DEBUG] Closing connection. #2568
Not able to pass string as input to the predict function. #2553
Notebook test
test\_custom\_metrics
failing in master #2541grafana-prom-import-dashboards pod always fail in seldon-core-analytics chat #2518
requestPath meta missing in new executor #2505
Closed issues:
use service account for argo batch example #2673
Update metrics exposed by alibi detect server to include all newer components (threshold, etc) #2667
Add namespace to metrics component in seldon core python module #2666
Explore send_feedback path for tensorflow protocol #2665
More restricted deployment rbac for seldon-core #2662
GCP Workload Identity Support for GCS - Prepackaged Model Server #2654
document how to use custom init containers #2610
Grafana on Ambassador (Public DNS)? #2591
new knative filtering #2551
Support gRPC and HTTP protocols at the same time #2378
Allow Inference Graphs to mix Protocols with the Executor #2299
Initial / immediate term base infrastructure for stateful metrics with feedback (custom metrics naming, concurrency coherence, etc) #2272
Remove OAuth code from Seldon Client #1677
Merged pull requests:
Add back “seldon” gateway #2701 (adriangonz)
fix batch logging #2699 (RafalSkolasinski)
Updates for Openshift release process #2692 (cliveseldon)
Bump sigs.k8s.io/controller-runtime from 0.6.3 to 0.6.4 in /operator #2691 (dependabot-preview[bot])
Update opentracing requirement from <2.4.0,>=2.2.0 to >=2.2.0,<2.5.0 in /python #2690 (dependabot-preview[bot])
Explore enabling send_feedback path for tensorflow protocol #2688 (axsaucedo)
update minio setup #2675 (ryandawsonuk)
use service account for argo example #2674 (ryandawsonuk)
Alibi detect enhancements (Expose metrics with 0 value and include seldon_deployment_namespace tag to metric) #2672 (axsaucedo)
Fix tensorflow prediction from explainer #2671 (cliveseldon)
Fix MLflow and TFServing images build #2655 (adriangonz)
WIP: add feedback to batch processor #2653 (RafalSkolasinski)
Add retries for V2 protocol tests #2650 (adriangonz)
Update workflow to work on Istio enabled namespace #2636 (omerfsen)
Fix typo in reply url in outlier example #2635 (cliveseldon)
Batch race condition fix #2630 (RafalSkolasinski)
Use UTF-8 code for check mark #2627 (adriangonz)
Update Alibi-Detect wrapper and drift and outlier examples #2626 (cliveseldon)
upgrade knative version #2624 (ryandawsonuk)
Remove references to OAuth and the deprecated Seldon OAuth gateway #2623 (adriangonz)
Parameterize mc image and fix access_key/secret_key #2619 (omerfsen)
Upgrade to use KEDA v2.0 GA version in the demo #2615 (anggao)
[Docs] Removed metadata from incubating as its graduated feature #2613 (axsaucedo)
Fixed a typo (@trivial) #2612 (welcomemandeep)
Update Operator and Executor Licenses #2608 (cliveseldon)
Metrics server with capabilities to fetch response from elasticsearch via request Puid in feedback request #2604 (axsaucedo)
Bump grpcio-tools from 1.32.0 to 1.33.2 in /python #2593 (dependabot-preview[bot])
Bump pytest from 6.1.0 to 6.1.2 in /python #2592 (dependabot-preview[bot])
Add requestPath metadata on Python Wrapper #2587 (RafalSkolasinski)
Update to 1.5.0-dev #2583 (cliveseldon)
Bump pip-licenses from 2.3.0 to 3.0.0 in /python #2577 (dependabot-preview[bot])
Bump pillow from 8.0.0 to 8.0.1 in /python #2576 (dependabot-preview[bot])
Allow both http and grpc #2574 (cliveseldon)
Bump MLServer image to 0.1.1 #2558 (adriangonz)
add prototype of distributed inference computing with Seldon & Ray #2517 (RafalSkolasinski)
v1.4.0 (2020-10-26)¶
Fixed bugs:
protocols_example notebook is failing tests #2569
KEDA prom auto scale notebook is broken #2563
transport: is not respected on seldondeployment #2539
Add integration test for outlier detection server #2535
LibGL fix to be cherry picked for 1.3.1 #2534
ADServer Crashes due to updated dependencies #2533
Integration test failed due to alibi_explainer container #2529
Missing comma in the operator/config/manager/configmap.yaml #2526
alertmanager errors from prometheus #2525
Triton Server Image Incorrect #2511
Ensure all image errors are caugh on the build script #2509
Update helm publishing Makefile for seldon-core-kafka chart removal #2502
Seldon does not work with Gunicorn async workers #2499
CI build/push failures on tfserving-proxy image are not included in exit values #2477
Explicitly define default requests and limits for engine container #2475
Fix broken documentation links #1760
Closed issues:
add jsondata handling to req logger #2566
Seldon Core explainers to use alibi v0.5.5 #2562
Seldon Core 1.19 Kubernetes Support #2550
Add pidfile config for gunicorn #2546
Extend drift detector server (inside alibi detect server) to return metrics #2537
Update operator Redhat and OperatorHub integration #2532
Add requestPath back to the meta data #2531
easy to run out of disk with prometheus #2523
Support PDB specifications for SeldonDeployments #2508
Add KEDA support for seldon-core #2498
prometheus metrics for usage by seldondeployment #2483
Add SKLearn and XGBoost examples for MLServer / V2 Dataplane #2479
Support seldon-core running on knative serving like kfserving #2476
Triton server support with kfserving protocol #2460
Question about running grafana-prom for examples/kubeflow #2440
Data Science Metrics Core Update v1 #2397
configurable metrics port name for analytics #1809
Merged pull requests:
Update to 1.4.0-dev missing image version #2579 (cliveseldon)
Adding prom annotations for feedback metrics server example #2572 (SachinVarghese)
Update to Alibi 0.5.5 #2571 (cliveseldon)
req logger to handle jsonData #2567 (ryandawsonuk)
Fix protocols_example #2564 (RafalSkolasinski)
Extend drift detect server to expose metrics #2557 (axsaucedo)
Bump pillow from 7.2.0 to 8.0.0 in /python #2554 (dependabot-preview[bot])
fix links in docs by re-adding .html suffix #2549 (RafalSkolasinski)
fix links to metrics notebooks #2548 (RafalSkolasinski)
Update mypy requirement from <0.783 to <0.791 in /python #2545 (dependabot-preview[bot])
Update microservice.R for supporting jsonData input in R #2544 (LueJian)
Operator sdk v1 #2543 (cliveseldon)
Fix dead links in docs and add linter #2538 (adriangonz)
Fixed AD Server Dependencies and Added notebook integration test #2536 (axsaucedo)
fix integration test caused by protobuf binary #2530 (anggao)
fix integration test by adding the missing comma #2527 (anggao)
increase scrape interval to reduce disk usage #2524 (ryandawsonuk)
feat(defaults): Add default resources to engine/executor container #2514 (groszewn)
Fix image version bug to not overwrite non seldon images #2513 (cliveseldon)
Add V2 examples for SKLearn and XGBoost #2512 (adriangonz)
fix build_all_local.sh script to use correct gpu-related scripts #2510 (RafalSkolasinski)
Added Kafka Protocol Example with Sklearn Spacy NLP #2501 (axsaucedo)
Add new Python licenses #2500 (adriangonz)
Update licenses #2496 (adriangonz)
Bump sigs.k8s.io/controller-runtime from 0.6.2 to 0.6.3 in /operator #2495 (dependabot-preview[bot])
Bump github.com/prometheus/common from 0.13.0 to 0.14.0 in /executor #2493 (dependabot-preview[bot])
Bump go.uber.org/zap from 1.15.0 to 1.16.0 in /executor #2491 (dependabot-preview[bot])
Bump sigs.k8s.io/controller-runtime from 0.6.2 to 0.6.3 in /executor #2490 (dependabot-preview[bot])
Bump pytest from 6.0.2 to 6.1.0 in /python #2489 (dependabot-preview[bot])
Bump tensorflow from 1.15.2 to 1.15.4 in /testing/scripts #2488 (dependabot[bot])
Update sklearn_spacy_text_classifier_example.ipynb #2487 (Syakyr)
resource usage at sdep level #2484 (ryandawsonuk)
Add mesa GL to Dockerfile for Alibi Detect Server #2482 (cliveseldon)
print tfproxy exit value in ci_build_and_push_images script #2478 (RafalSkolasinski)
revert change to retention period - leave default and let user override #2472 (ryandawsonuk)
Add support to deploy SKLearn and XGBoost models with MLServer #2450 (adriangonz)
v1.3.0 (2020-09-29)¶
Fixed bugs:
Unreadable notebook - sklearn_spacy_text_classifier_example.ipynb #2486
Alibi Detect Server libGL.so failed to find in image #2481
Seldon Docs failing on readthedocs #2455
2 notebook tests failing #2454
SSL removed when executor multiplexing reverted #2447
JX master pipeline is failing to build and push images #2444
CI builds sklearn server with wrong sklearn version -> TestNotebooks.test_explainer_examples fails #2443
Install seldon-core-operator only working with old version #2438
Seldon Python Server memory leak in multithreading mode #2422
integration tests flakiness with TestPrepack.test_text_alibi_explainer #2408
integration tests fails: cannot import name ‘Turkey’ #2403
[doc] link to #Setup-Cluster is broken #2386
Unable to add more than one model in shadow deployment #2383
where is tfserving-mnist chart? #2372
semverComapre broken in some kubernetes flavours resulting in CRDs not being installed #2367
Revert multiplexing in the Executor #2364
Seldon pipeline crashes when there are a high volume of requests #2358
SeldonCore and random ‘upstream connect error or disconnect/reset before headersupstream connect error or disconnect/reset before headers’ errors on /predictions #2347
TerminationGracePeriodSeconds not respected in CRD #2332
remove trailing slash from graph metadata endpoint in docs #2322
Go version causes lint issues #2320
[doc] where is “seldon wrappers guideline”? #2307
Address flaky test test_model_template_app_rest_metrics_endpoint #2293
transform_output_raw not working . It gets refered to transform-input endpoint when analysing logs #2277
kfctl 0.5.1 is not available anymore #2258
Default user ID is always set to 8888 #2142
duplicate tensorflow_model_server command between entrypoint and args using prepackaged inference server #2133
Existing Webhook Secret Clashes if own certificate provided when doing upgrade #2101
can only join a child process #2094
Ensure all model servers have pinned requirements and the full requirements.txt is included in the docs #2065
curl response of the example sklearn_iris_jsondata is “Unknown data type returned as payload (must be list or np array):None” #2063
upgrades briefly go to a Failed state before Available but work the whole time #2044
SeldonDeployment with just a shadow is allowed past validation #2022
Seldon Core operator Crashes when deployment with empty predictor is passed #2020
OpenAPI Validation for PredictiveUnits limited to 5 levels #1864
seldon-core-operator CRD’s incompatible with K8s v1.18 #1675
Closed issues:
Add selectorpath for /scale subresource in SeldonDeployment CRD #2485
Dependabot can’t resolve your Go dependency files #2464
Question about seldon-controller-manager setup on kubeadm #2452
Dependabot can’t resolve your Go dependency files #2445
Add Concepts page to Seldon Core docs #2433
option to scrape prometheus less often #2401
Add Flag in the routing protocol to skip further processing and return #2400
Using ArgoCD to deploy Seldon-core-operator shows Webhooks as OutOfSync #2392
Add link to alibi notebooks to reference how the explainer models are built #2371
complex graph only expose endpoint for last metioned container and does not pass forward the output of the parent model #2370
Support YAML for SeldonDeployment definition in examples under seldon-core/helm-charts #2362
Add TreeShap Explainer example #2361
Update operator & executor k8s libraries to 1.18 (or 1.19) #2360
Inference Graph Example #2331
Setting and using SELDON_ENVIRONMENT for Request Logging to use one ELK Cluster for multiple Environment #2328
Setting and using SELDON_ENVIRONMENT for Request Logging to use one ELK Cluster for multiple Environment #2327
extend metadata schema to provide a field for custom entries #2312
Remove
pytest-runner
dependency fromsetup.py
#2303Remove depedency on deprecated pytest-runner #2302
Authentication support for ELK #2298
Add documentation and example for feedback reward leveraging custom metrics #2271
publish 1.2.2 RedHat operator #2244
MLFlow Model on MinIO Not Loading #2213
helm charts documentation #2203
Add / Extend docs on seldon-core-microservice #2202
Add “seldon.io” prefix path to all kubernetes labels associated with Seldon #2187
Change docker build context for executor to speed up build process #2186
Upgrade Alibi Integrations #2160
SeldonDeployment explainer description #2144
Remove storage.py from python module #2140
Refactor logging in Executor #2090
Make the helm chart generator part of the release script #2072
Upgrade k8s client API to 1.18+ #1949
silence flask logs from prometheus probing python wrapper #1907
Update SeldonDeployment Helm charts #1879
Grafana Dashboard not updating the deployments #1854
Hyphens in names cause the service orchestrator to start a grpc server #1850
SKLearn version support too low #1813
Seldon core wrapper support for Spring 2 #1796
Align GPU TF Python Image requirements and structure #1789
Investigate test_model_template_app_grpc_metrics flakiness #1745
support runtime request tags / metrics in thread/process safe way #1735
Support NVIDIA/KFServing V2 Data Plane #1648
Multiplex Http and gRPC traffic #1628
Update Kubeflow Example to 1.0 #1509
azure-storage-blob package update to 12.1.0 #1371
DownwardAPI fails validation in CRD #926
Update CRD to be Structural #641
Merged pull requests:
document wrapper CLI and environ flags #2470 (RafalSkolasinski)
Ensure updated pygments installed #2457 (cliveseldon)
upgrade core-builder to 0.18 and fix last 2 failing notebook tests #2453 (RafalSkolasinski)
Add SSL listener back in after removal by multiplexing reversion #2448 (glindsell)
add support for runtime metrics #2442 (RafalSkolasinski)
Update seldon-single-model #2435 (cliveseldon)
Fix failing TestPrepack.test_text_alibi_explainer test #2432 (RafalSkolasinski)
Upgrade alibi-detect component to use alibi-detect 0.4.2 #2431 (RafalSkolasinski)
Bump google.golang.org/grpc from 1.31.0 to 1.32.0 in /executor #2424 (dependabot-preview[bot])
Bump pytest from 5.4.2 to 6.0.2 in /python #2421 (dependabot-preview[bot])
Bump grpcio-tools from 1.31.0 to 1.32.0 in /python #2420 (dependabot-preview[bot])
Bump coverage from 5.2 to 5.3 in /python #2419 (dependabot-preview[bot])
Bump okhttp from 4.8.1 to 4.9.0 in /engine #2418 (dependabot-preview[bot])
Bump jaeger-client from 1.3.2 to 1.4.0 in /engine #2417 (dependabot-preview[bot])
Add -2 as option for route abort #2415 (cliveseldon)
Disallow 2 shadows #2414 (cliveseldon)
Dettach duplicated signal handler from workers #2413 (adriangonz)
Update MLflow in MLFLOW_SERVER #2412 (adriangonz)
improve integration tests stability #2409 (RafalSkolasinski)
slower scrape #2402 (ryandawsonuk)
Updated pinned versions of prepackaged servers #2399 (axsaucedo)
Update other helm charts #2396 (adriangonz)
Bump ojalgo from 48.2.0 to 48.3.0 in /engine #2387 (dependabot-preview[bot])
Update k8s libs to 1.18.6 #2385 (cliveseldon)
Update docs concerning default image user id #2384 (cliveseldon)
Add Alibi notebook references to explainers notebook #2381 (cliveseldon)
Update k8s version check and add force override to helm #2380 (cliveseldon)
Another Inreference -> inference change #2377 (Marcus-Rosti)
allow extra custom field in model metadata #2376 (RafalSkolasinski)
Java JNI (JPype) Wrapper #2374 (adriangonz)
change to 1.3.0-dev #2373 (RafalSkolasinski)
Spelling update #2369 (Marcus-Rosti)
Fix failed status on conflict #2368 (cliveseldon)
2258 update kubeflow example to v1.0.0 of kubeflow (and standalone kubeflow pipelines) #2366 (axsaucedo)
Add TreeShap explainer #2363 (cliveseldon)
Timeseries-algorithm-2 #2359 (narennadig)
Bump github.com/google/uuid from 1.1.1 to 1.1.2 in /executor #2350 (dependabot-preview[bot])
Allow terminationGracePeriodSeconds to be overridden #2345 (cliveseldon)
Remove test dependencies from setup.py #2344 (adriangonz)
Remove tf binary from args when creating image for tfserving #2343 (cliveseldon)
re-add ContentType to combiner payload #2341 (RafalSkolasinski)
added time-series algorithm #2340 (narennadig)
add FILTER_METRICS_ACCESS_LOGS flag that allows to silence metrics ac… #2337 (RafalSkolasinski)
use copy of operator instead of symlink to keep docker build context local #2335 (RafalSkolasinski)
Expose more boolean Flask Configurations via
FLASK\_
prefix #2280 (ericandrewmeadows)Added PIP_TRUSTED_HOST to pass trusted-host to s2i python wrapper #2247 (hemantkashniyal)
Add release notes template #2190 (adriangonz)
assaf-java-s2i-update #2178 (amoldavsky)
V2 Dataplane in Executor/Operator + Triton Server #2023 (cliveseldon)
v1.2.3 (2020-08-14)¶
Fixed bugs:
Shadow model gets no traffic #2225
kubeflow central dashboard we could not see Manage Contributor menu #2223
Tensorflow session hangs in gunicorn worker process #2220
seldon operator giving error #2184
Python licenses change depending on the environment #2124
Closed issues:
Add source mirroring for MPL licensed dependencies #2263
Is it possible to pass init parameters to Predictor class through seldon-core-microservice #2250
How to solve race conditions between two requests. #2240
Update to use KFserving 0.4.0 artifacts #2236
Add CVE checks as part of CI #2183
GCP Marketplace Release Update #1804
Add kubernetes labels to help with selectors #1405
Merged pull requests:
Added 1.2.3 dev tag to prepare for release #2274 (axsaucedo)
Updated create script to perform 1.2.3 release #2269 (axsaucedo)
try allowing unknown istio fields #2266 (ryandawsonuk)
Add kubeflow pipeline example to docs #2265 (cliveseldon)
Add MPL source code to images #2264 (cliveseldon)
Bump okhttp from 4.8.0 to 4.8.1 in /engine #2257 (dependabot-preview[bot])
Bump jaeger-client from 1.3.1 to 1.3.2 in /engine #2233 (dependabot-preview[bot])
Bump pandas from 1.0.1 to 1.1.0 in /python #2232 (dependabot-preview[bot])
Bump pip-licenses from 2.2.1 to 2.3.0 in /python #2228 (dependabot-preview[bot])
Openshift Operator 1.2.2 #2226 (cliveseldon)
Update version to 1.3.0-dev #2219 (cliveseldon)
Add license_files to setup.py #2210 (adriangonz)
v1.2.2 (2020-07-28)¶
Fixed bugs:
Alibi Detect Drift does not use batch #2194
Explainers are hardwired to seldon protocol #2185
Address build stability #2175
Seldon-batch-processor Issue #2173
Jenkins X Pipelines are not marked as finished #2148
Robustness of operator_upgrade notebook #2119
Unable to view feedback reward on Grafana dashboard #2115
MLFlowServer predict function ignores feature_names parameter #2113
Request logger drops incoming requests for traffic coming from a single model #2109
deep_mnist example: failed calling webhook “v1alpha2.mseldondeployment.kb.io” #2107
Duplicated Mutating Webhooks can Coexist without Notice #2103
READWRITEMANY does not work on GCP #2102
There is no
spam.csv
in dir examples/input_tranformer, the example input_tranformer doesn’t work #2087seldon-controller-manager crashing #2066
No module named ‘sklearn.linear_model._logistic’ when using the docker image seldonio/sklearnserver_rest:1.2.0 due to
scikit-learn==0.20.3
#2059python: Relink error in GPU image #2048
Seldon Azure Deep Mnist tutorial CrashLoopBackOff while creating pods #2043
Address flakiness of batch processing integration test #1985
“Empty Json Parameter in data” for model components in Spam Classifier Example #1938
ambassador helm chart deprecation warnings #1928
Tags created by components inside combiner don’t propagate #1927
Duplicate ports defined in seldon-container-engine container #1799
idletimeout between envoy and executor #1797
Helm Chart - Seldon Core Analytics - extraEnv and VirtualService not working anymore. #1791
Closed issues:
CNCF-Runtime discussion/presentation(?) #2181
Make Azure dependency optional #2168
How to pass a contract.json as curl request. I keep getting bad data when i send a contract.json file as curl. #2151
Serving local (host) model with the prepackaged TensorFlow server #2146
Update version of Jaeger in Python wrapper #2143
Add to docs clarification on Routing not available in executor #2139
Upgrade k8s.io dependencies in the Executor #2134
Upgrade knative.dev deps in Operator #2128
bump zap from v1.10.0 to v1.15.0 #2127
upgrade istio.io dependencies in operator #2126
make mock-classifier a RELATED_IMAGE for redhat operator #2118
Upgrade controller-runtime in Operator #2116
Upgrade Operator dependencies that can be bumped without problems #2098
Remove Executor’s dependency on client-go #2092
Upgrade Operator version in Executor deps #2091
Upgrade Executor dependencies that can be bumped without problems #2089
Update dependencies of Operator and Executor #2088
request logger retries #2079
allow loading wrapped model from installed package #2068
Is there a way to specify URL of swagger-ui static resources instead of https://cdnsjs.cloudflare.com in a intranet k8s cluster #2067
Determine 1st and 2nd Dependencies for Go operator and executor #2061
support multiple named tensors in seldon protocol and seldon-core client #2049
Drop podinfo volume name backwards compatibility transition in 1.3 release #2024
Return pointer instead of value in SeldonApiClient methods #2014
Enable production mode in Python server by default #1993
update UPGRADING.md with new name of rolling image #1989
re-define noEngine annotation #1976
Ability to return all outputs from tensorflow serving grpc #1965
Allow to specify model version for tensorflow serving #1964
Automate license check in CI linting pipeline #1932
pass ServiceAccountName in predictor to prepackaged servers initContainer #1865
Using “required” field for key values in helm chart #1784
Update Ambassador Circuit Breaker Example to have parallel requests #1753
Enable production settings in loggers #1737
Create a benchmarking framework #1731
GRPC Auth problem with GCP IAP #1719
Serialization of pre-processing pipeline for CI/CD #1713
Add and example Notebook for Istio Setup and Integrations #1712
Seldon Build Permission Denied #1689
Autogenerate an OpenAPI spec and SDK #1682
GPU deadlock for pytorch models using the python wrapper #1662
Convert Request Logger Example Scripts into Helm Chart #1511
Flask Theading bug, when using with sockeye and mxnet #1498
Improve release notes #1471
Migrate tutorials to use kind instead of Minikube #1256
Merged pull requests:
Fix Helm chart docs #2207 (adriangonz)
Change Outlier call depending on type #2205 (cliveseldon)
Update licenses for Python package #2196 (adriangonz)
Fix drift predict #2195 (cliveseldon)
Allow tensorflow protocol explanations #2188 (cliveseldon)
Revert “Jenkins X add comment when pipeline finishes ” #2177 (axsaucedo)
Routing disclaimer in executor #2172 (cliveseldon)
Add mock classifier to related images for RedHat #2171 (cliveseldon)
Make Azure dependency optional #2170 (adriangonz)
upgrade k8s.io and jaeger-client-go libraries #2169 (RafalSkolasinski)
WIP: update images reference doc for 1.2.2 release #2167 (gsunner)
Update tracing dependencies #2166 (adriangonz)
Bump commons-lang3 from 3.10 to 3.11 in /engine #2161 (dependabot-preview[bot])
Java Wrapper update #2159 (amoldavsky)
Add error handler for R #2153 (johnny-butter)
include reward in metrics on wrapper #2150 (RafalSkolasinski)
Jenkins X add comment when pipeline finishes #2149 (axsaucedo)
Add missing license to executor #2147 (adriangonz)
fix issues with test_upgrade notebook #2145 (RafalSkolasinski)
Add operator to dependabot #2137 (adriangonz)
Fix Go license linting #2136 (adriangonz)
fix(port): Update grpc executor target port #2131 (groszewn)
Add labels to deployments and improve label coverage of resources #2130 (glindsell)
Upgrade go dependencies: zap istio knative #2129 (RafalSkolasinski)
Update python licenses #2123 (cliveseldon)
update version of operator in executor deps #2121 (RafalSkolasinski)
reduce number of times connecting to elastic #2120 (ryandawsonuk)
operator: controller-runtime upgrade to v0.5.8 #2117 (RafalSkolasinski)
Bump okhttp from 4.5.0 to 4.8.0 in /engine #2112 (dependabot-preview[bot])
Bump coverage from 5.1 to 5.2 in /python #2111 (dependabot-preview[bot])
Remove executor’s dependency on k8s.io/client-go #2106 (adriangonz)
run python fmt on master #2100 (cliveseldon)
Executor/deps update - straightforward dependencies update #2099 (RafalSkolasinski)
Operator/deps update - straightforward dependencies update #2093 (RafalSkolasinski)
Add PR template with release notes #2086 (adriangonz)
Add working group calendar to docs #2084 (cliveseldon)
Move engine tests #2082 (adriangonz)
Bump pillow from 7.1.1 to 7.2.0 in /python #2077 (dependabot-preview[bot])
Bump jaeger-client from 1.0.0 to 1.3.1 in /engine #2076 (dependabot-preview[bot])
Initial benchmarking and load tests #2075 (cliveseldon)
Redhat 1.2.1 #2074 (cliveseldon)
Update to version 1.2.2-dev #2073 (cliveseldon)
remove incubating label regarding metadata on external API doc page #2071 (RafalSkolasinski)
Address ambassador deprecation warnings #2069 (RafalSkolasinski)
add seldon-core components overview doc page #2064 (RafalSkolasinski)
extend seldon-single-model chart #2054 (RafalSkolasinski)
Use production server by default #2047 (adriangonz)
S2i wrapper/gpu local build #2045 (RafalSkolasinski)
Bump github.com/uber/jaeger-client-go from 2.21.1+incompatible to 2.24.0+incompatible in /executor #2042 (dependabot-preview[bot])
Bump google.golang.org/grpc from 1.29.1 to 1.30.0 in /executor #2041 (dependabot-preview[bot])
Bump github.com/onsi/gomega from 1.8.1 to 1.10.1 in /executor #2039 (dependabot-preview[bot])
Bump github.com/prometheus/client_golang from 1.3.0 to 1.7.1 in /executor #2032 (dependabot-preview[bot])
Bump pip-licenses from 2.2.0 to 2.2.1 in /python #2031 (dependabot-preview[bot])
Bump grpcio-tools from 1.27.2 to 1.30.0 in /python #2030 (dependabot-preview[bot])
Update mypy requirement from <0.781 to <0.783 in /python #2029 (dependabot-preview[bot])
Bump ojalgo from 48.1.0 to 48.2.0 in /engine #2028 (dependabot-preview[bot])
Bump micrometer.version from 1.3.0 to 1.5.2 in /engine #2027 (dependabot-preview[bot])
Bump jackson.version from 2.10.0 to 2.11.1 in /engine #2026 (dependabot-preview[bot])
Update Ambassador ingress instructions to include edgectl install #2007 (oparryevans)
SeldonMetadata and GRPC support #2005 (RafalSkolasinski)
Lint licenses #1995 (adriangonz)
Enable production settings in loggers #1980 (adriangonz)
add missing conda deps in tensorflow gpu image #1972 (CatTail)
fixed noEngine #1970 (chengchengpei)
attach serviceAccountName to prepackaged deployment spec #1866 (enissay14)
Set idletimeout #1800 (andrewshaoyu)
v1.2.1 (2020-07-01)¶
Fixed bugs:
upgrading from 1.1 to 1.2 with existing sdep leads to volume mount error #2017
Seldon Operator automatic update from v1.1.0 to v1.2.0 causes seldondeployment failures #2009
Changing predictor.replicas causes all deployment pods to be replaced #2008
requests per second from seldon_api_executor_cient_requests_count not right? #2004
Cannot connect to metrics port 6000 for custom models wrapped with s2i. #1988
Helm switch rbac.create=false does not fully work #1982
serviceAccount.name not used in Helm chart templates #1977
executor service not targeting to executor #1975
Issue in “seldon-container-engine” with MLFLOW_SERVER #1922
Permission denied while reading ./openapi/seldon.json in seldon-container-engine #1855
Allow custom pip dependencies in MLFLOW_SERVER #1547
Stop integration tests if setup fails #1417
Closed issues:
upgrading notes for 1.2.1 #2051
Dependabot can’t resolve your Go dependency files #2003
Set executor port from model deployment file #1974
Readiness probe failed seldon-container-engine while deploying the pipeline #1963
Potential dependency conflicts between seldon-core and opentracing #1867
Add documentation that explains how to configure the named port #1853
Built-in header based routing #1739
Update release process #1732
Include prepackeged servers in GA and version using version.txt #1726
Can’t create resources under v1.18 #1678
Use zap.New instead of zap.Logger #1657
Wrong package for YAML #1609
Batch Processing Exploration for Seldon Core #1413
Offline Batch Integration #1391
Add Health and Status endpoints to grpc spec #1387
Merged pull requests:
upgrading to 1.2.1 #2052 (ryandawsonuk)
fix notebook server_examples to not fail on MLFlow server #2050 (RafalSkolasinski)
fix typo in upgrading #2035 (cliveseldon)
Fix version of sphinx #2025 (cliveseldon)
Example and script to patch the bug when upgrading 1.1 to 1.2 #2021 (axsaucedo)
volume mount names upgrade fix #2019 (ryandawsonuk)
Allow predictor replica changes to not cause rolling update #2016 (cliveseldon)
Fix for ensuring old clusterwide webhook is deleted #2013 (cliveseldon)
Use correct YAML package #2010 (adriangonz)
Update requirements.txt and readme file for KerasSpamClassifier #2002 (maorlipchuk)
Bump github.com/prometheus/common from 0.7.0 to 0.10.0 in /executor #2001 (dependabot-preview[bot])
Bump google.golang.org/grpc from 1.28.0 to 1.29.1 in /executor #2000 (dependabot-preview[bot])
Bump github.com/golang/protobuf from 1.3.5 to 1.4.2 in /executor #1998 (dependabot-preview[bot])
Bump github.com/gorilla/mux from 1.7.3 to 1.7.4 in /executor #1997 (dependabot-preview[bot])
Redhat v1.2.0 #1996 (cliveseldon)
Add executor to dependabot #1984 (adriangonz)
Update seldon-core-operator Helm to fix bugs #1983 (cliveseldon)
Switch on executor enabled for service ports #1981 (glindsell)
Updating master for v1.2.1-dev #1979 (RafalSkolasinski)
Added CORS headers to enable Front-End inputs on Go Engine #1952 (ericandrewmeadows)
Support custom pip environment in MLFLOW_SERVER #1929 (ttapjinda)
v1.2.0 (2020-06-18)¶
Implemented enhancements:
request logger to support bearer token auth #1773
Feature request: Provide a metadata endpoint with custom metadata #319
Fixed bugs:
Golang Service Orchestrator (Executor) fails to replace variables since no longer runs root #1955
seldon-single-model chart doesn’t install #1942
How to access rolling accuracy metrics? #1926
curl command on seldon core overview doesn’t work #1918
can’t change analytics nodeExporter port #1916
Empty json parameter in data #1912
Multipart form data not passed between chain of seldon components #1899
Integration tests (test_mlflow) failing on Master #1896
Metrics notebook broken (gRPC) #1886
Helm chart seldon-manager role missing permissions for createResources: true #1885
Document Mistake about Endpoint Testing #1881
Routers not working with new Executor #1876
Notebook test failures #1869
Grafana Dashboard #1840
Publish new core builder image #1828
Feedback method is not handled in the engine’s REST API #1825
Cant use the endpoint of kubernetes service created by the model #1824
Logs don’t have information of which predictor it comes from #1817
Download specific Helm version in core-builder/Dockerfile #1811
Fluentd Helm Chart update breaks logs integration #1780
Seldon Core v1.1.0 helm chart has outdated seldon-config configmap #1779
Metrics executor local sample REST request fails #1770
Add XSS patches to executor #1766
Executor sample gRPC local loggger fails #1763
model server pods not created if controllerId set? #1758
Can’t have a colon in the registry name with the Seldon-Core Python Package #1756
failed calling webhook #1742
Executor container not exposing core metrics #1729
problem configuring S3 access from MLFlow server #1727
seldon.io/rest-read-timeout for ambassador doesn’t take effect in executor 1.1.0? #1724
createResources flag in helm chart looks backwards #1723
Incorrect seldon-core package version in 1.1.0 builder image #1718
custom tags in release 1.1.0 not working #1715
Scrape related annotations only in deployment and not in services caused prometheus to ignore seldon analytics metric endpoints #1705
Update swagger to work in executor and be up to date #1703
web client metrics not working #1685
com.google.protobuf.InvalidProtocolBufferException: com.google.gson.stream.MalformedJsonException: Unterminated array at line 1 column 32772 path $.data.ndarray[1] at io.seldon.engine.pb.JsonFormat$ParserImpl.merge(JsonFormat.java:1132) ~[classes!/:0.5.1-SNAPSHOT] at io.seldon.engine.pb.JsonFormat$Parser.merge(JsonFormat.java:313) #1680
Unable to use HPA with a pre-packaged “implementation:TENSORFLOW_SERVER” model due to “tfserving” container not having requests/limits defined #1676
Executor build failures #1663
Java wrapper do not accept application/json requests #1603
Images created with s2i don’t work as explainers when added as containerspec #1549
Engine Thread Pool Configuration #1490
test_no_permission_bucket_gcs fails when run locally #1364
Benchmarking notebook fails with “Deployment not found” error #1177
Closed issues:
From Kubeflow to Seldon Documentation #1961
Update Payload Logger to use V1 Cloudevents #1958
Make Operator and Executor Dockefile executable dynamically linked #1951
Notebook Test Updates #1948
Update Licenses for 1.2 Release #1947
add managed-by label #1936
extend metadata to cover seldon message #1933
Seldon-core-microservice-tester command available for ambassador endpoint #1914
seldon-core-manager pod is getting restarted #1910
/metrics endpoint to return a json file #1905
Is /metrics endpoint accessible #1901
How seldon custom metrics work? Can it be seen on grafana? #1898
Ensure Upgrading to 1.2.0 complete #1888
Multiplex HTTP and gRPC on the operator #1887
Add back Java engine’s integration tests #1878
option for request logging to go to a single namespace #1859
track cloudevents version #1857
Ensure all documentation links are relative #1851
update model metadata notebook example #1829
Kind test script Istio install failing with kubectl version v1.18.x #1802
Better names for metric ports of SeldonDeployment containers #1798
Create new Release PIpeline in Jenkins X that works on separate branch #1793
To pass customized input json without the mandatory jsonData parameter #1792
Add a section in the python docs to talk about environment.yaml for conda #1788
Get timeout error on seldon-container-engine if I set GUNICORN_WORKERS env #1777
Add explainer image version to configmap #1776
Allow access to headers in python wrapper #1769
Multiplex HTTP and gRPC on the executor #1762
GCP Marketplace Update CRD Create #1755
Investigate test_model_template_app_grpc_metrics flakiness #1745
docs: have a single notebook that helm install minio #1740
RedHat version of core servers #1734
Pachyderm integration #1733
provide a graph-level model metadata #1728
RedHat Operator Updates for 1.1.0 #1710
Add docs for istio annotations #1707
log seldon-core and wrapper version after microservice start #1704
Running release script will remove chart comments #1690
add model metadata support #1638
allow to use Java engine if helm installation defaults to executor #1607
ensure we’re using open source ambassador in examples #1581
High number of concurrent users causing Seldon API to timeout #1558
Add support to add ambassador circuit-breaker in seldon deployment #1556
Move notebook tests to separate test command #1538
com.google.protobuf.InvalidProtocolBufferException: null #1532
ENGINE_CONTAINER_SERVICE_ACCOUNT_NAME and EXECUTOR_CONTAINER_SERVICE_ACCOUNT_NAME is picking a default value #1508
UBI version of the latest Seldon operator image #1482
Request metadata: discussion and design #1480
Send back PUID on response #1460
Support custom client protobufs in grpc server #1420
Alibi:Detect Outlier Detection Integration #1393
Define future approach to metadata and metrics with new Executor #1362
Update outlier detection examples #1288
make ambassador shadow consistent with istio #1109
can we expose health check api in internal python service similar to what we have in external like /ping #770
Decouple tensorflow package from the base python seldon-core image. #564
intermittent UNIMPLEMENTED error from ambassador #473
conda-forge integration #341
Profile the CRD operator #167
Merged pull requests:
Update upgrading docs #1971 (cliveseldon)
Fix annotations and labels in Helm chart #1967 (adriangonz)
Add commercial secton to README #1962 (cliveseldon)
Update cloudevents library to 1.2.0 #1959 (cliveseldon)
Changed OpenAPI file permissions within image #1956 (axsaucedo)
Update licenses #1954 (cliveseldon)
Make operator and executor dynamically linked in Dockerfile images #1953 (cliveseldon)
Fixes for tests #1950 (cliveseldon)
Bump pytest-cov from 2.9.0 to 2.10.0 in /python #1946 (dependabot-preview[bot])
Bump mypy-protobuf from 1.20 to 1.22 in /python #1945 (dependabot-preview[bot])
Fix notebooks test #1940 (adriangonz)
feat(blogs): Add a new blog post in Chinese #1939 (gaocegege)
add managed-by label #1937 (ryandawsonuk)
fix spacy example #1935 (RafalSkolasinski)
Fix chart integration tests #1934 (adriangonz)
Fix example in top level readme #1930 (cliveseldon)
Update mypy requirement from
<0.771
to<0.78
in /python #1924 (dependabot-preview[bot])updated histogram buckets #1920 (chengchengpei)
analytics option to switch nodeExporter port #1917 (ryandawsonuk)
Updating auth example to use new seldon core operator #1913 (SachinVarghese)
add v1 metadata format that describes SeldonMessage more accurately #1911 (RafalSkolasinski)
Added checks to only build components in tests if have been modified #1909 (axsaucedo)
Clean up and document charts #1906 (adriangonz)
Update prometheus-client requirement from
<0.8.0,>=0.7.1
to>=0.7.1,<0.9.0
in /python #1903 (dependabot-preview[bot])Fix content-type behaviour in executor #1900 (cliveseldon)
increase failureThreshold in mlflow server sample #1897 (RafalSkolasinski)
make docs links relative #1893 (RafalSkolasinski)
Routers not working with new Executor, fix #1876 #1890 (neopobo)
fix name of minio_setup notebook in links #1889 (RafalSkolasinski)
Make engine tests less verbose #1883 (adriangonz)
Bring back integration tests for Java engine #1882 (adriangonz)
fix script pushing wrapper images to docker hub #1875 (RafalSkolasinski)
Bump pytest-cov from 2.8.1 to 2.9.0 in /python #1871 (dependabot-preview[bot])
factor out minio setup instructions into single notebook #1868 (RafalSkolasinski)
Updating podinfo volume name to be seldon specific #1863 (SachinVarghese)
Add docs on using environment.yaml #1862 (adriangonz)
log url cross-namespace #1861 (ryandawsonuk)
XSS patches for executor #1860 (adriangonz)
Optionally allow manager to create CRD #1848 (cliveseldon)
Refactor Python microservice tests #1844 (adriangonz)
Fix Ambassador rest/grpc timeout annotations in docs #1843 (cliveseldon)
Add istio retries to docs #1842 (cliveseldon)
Bump tenacity from 6.0.0 to 6.2.0 in /python #1839 (dependabot-preview[bot])
Bump flake8 from 3.7.9 to 3.8.1 in /python #1838 (dependabot-preview[bot])
Authentication and authorization for seldon core requests example #1834 (SachinVarghese)
expose rest feedback endpoint in executor #1833 (RafalSkolasinski)
graph level metadata #1803 (RafalSkolasinski)
Add Seldon PUID Header to gRPC context + tests #1790 (glindsell)
Prepackaged RedHat Model Servers #1775 (cliveseldon)
Add executor changes for HTTP/gRPC multiplexing #1772 (glindsell)
Make graph a value rather than point in CRD types #1752 (cliveseldon)
info-log seldon-core version on microservice start #1751 (RafalSkolasinski)
Fix broken and/or missing links in the documentation #1743 (ozturkberkay)
v1.1.0 (2020-04-16)¶
Fixed bugs:
Client Go library for istio not backwards compatible #1695
Change executor timeouts #1691
Should only set istio route weight when seldon traffic field value > 0 #1658
[document] Seldon Core Roadmap is missing #1646
Clean up of VirtualServices active for non-istio scenarios #1631
Explainer prediction errors when spec-name or predictior-name change #1626
Explainer example notebook use v1alpha2 CRDS #1622
cifar10 custom logger not recording dataType #1617
wrapper compatibility table not visible in sphinx-rendered docs #1612
url with tensorflow protocol #1611
Ensure SNAPSHOT builds contain unique identified (hash, date, etc) #1605
PrePackaged Server deployment failure #1599
Duplicated VirtualServices entries #1594
Empty explainers on old deployments #1593
Inference graph becomes unavalible with no error in logs #1584
notebook links dead in mdincluded markdown files #1583
Changing names of componentSpecs causes reconcile error #1571
Different behaviors between seldon-engine v0.4.1 and v1.0.2 #1569
seldon-core-crd helm chart is out of date #1563
Add labels from componentSpecs.metadata to dpeloyments #1561
Istio creates different path to Ambassador for explainer #1548
Deployments created by Seldon are apps/v1 but HPA scaleTargetRef is extensions/v1beta1 #1533
Invalid JSON: Unexpected type for Value message when passing tuples in json_data #1527
Engine has multiple Makefiles and Dockerfiles #1521
Reduce flakiness on rolling update tests #1513
minio example #1506
missing python dependencies for integration tests #1504
Error in SeldonClient in debugger #1499
Jenkins X integration broken #1484
executor: tags do not propagate through inference graph #1474
seldonio/seldon-core-executor image versions need updating #1469
Seldon Core Deployment Istio virtualservice is only created until after the pod is ready resulting in service unavailable until it propagates #1461
Predictive Unit/Deployment Environment Variables not set by operator #1449
Errors in seldon_core_setup notebook #1440
Errors in helm_examples notebook #1436
Errors in explainer_examples notebook #1434
Executor version not updated in Kustomize during release #1432
Seldon controller crashes when submitting deployer #1418
Flakiness on integration tests #1402
operator/helm/create_templates.sh generated files can have order of sections different on different machines #1291
Closed issues:
logger to identify single-element numeric reqs or responses as ‘number’ #1699
Add Outlier and Drift examples to Seldon Core #1692
Create Alibi Detect Server #1667
Request for Java version of Seldon Grpc Client #1656
standardise requests in req logger #1644
SeldonClient doesn’t currently work with explainers on gateway #1627
API group should be “machinelearning.seldon.io” not “machinelearning” #1615
Remove old docs folder #1610
Clarify for how long Java engine orchestrator will be supported #1608
Document s2i wrapper compatibility with Seldon Core 1.1 #1601
Be able to scale SeldonDeployment objects using kubectl #1598
Default Engine Java Opts exposes Vulnerability #1597
[document request] Add more technical details about service orchestrator #1596
Inquiry - Java JMX Server Security Vulnerability #1595
Add Scale SubResource to CRD #1592
Make inclusion of metrics in SeldonMessage configurable in 1.1 #1582
Passing status code back from executor service orchestrator #1574
Separate Jupyter Notebook Tests from E2E tests to improve speed of tests #1567
Avoid logging that custom_tags or custom_metrics is not implemented on every request #1565
Document compatbility of wrapper versions with seldon engine versions #1564
Surface reconcile errors as Events on the SeldonDeployment #1560
New protocol and transport fields should be moved to higher level in CRD #1552
Upgrade process from v1.0.2 #1551
Upgrade Blogs Section in Documentation #1550
seldon-core-analytics should not use hostPort #1539
The variable envSecretRefName currently has to be set up on a deployment level but would be required to have global default for seldon-core #1530
OpenShift 4.3 compatibility for Seldon-Operator 0.1.5 #1524
Add doc for all images used by Core #1515
request logging prominence in docs #1514
Change TFServing image in helm chart to point to specific version instead of latest #1512
Add top level registry prefix to Helm Charts for custom registries #1510
Allow for default Seldon Core request logger endpoint to be set on helm chart #1501
seldon support muti istio gateway #1500
Change explainer type to pointer in go struct #1485
Prediction API should define a dedicated image type #1478
Support Seldon Core v1 in Operator Framework Community Operator #1477
Expose /metrics prometheus endpoint in python wrapper #1476
Add breaking changes for 1.1 to docs #1475
Clean up examples #1467
failed calling webhook “mutating-create-update-seldondeployment.seldon.io”: error #1462
Clean up notebook examples #1456
Remove benchmark_simple_model notebook #1455
executor tracing enhancement #1444
Sync s2i wrapper image versions with Seldon Core releases #1439
Ambassador setup fails to complete on minikube #1435
Seldon v1.0 CRD uses new (k8s 1.15) feature that not backward compatible with k8s versions (
<= 1.14
) #1431Cherrypick PRs for 1.0.2 Release #1429
Document custom pre-packaged model servers #1416
new v1.0.0 CRD’s resources validator is not backward compatible #1410
Add kubernetes labels to help with selectors #1405
Support for Xgboost 0.9 #1394
Updated Seldon Data Plane #1389
Add annotation support for executor #1384
Possible enhance ambassador customization in seldon deployment #1378
Seldon controller pod crashes on deploy when no internet connection available #1374
request logging for shadows #1207
Integration tests for tracing #977
Custom errors raised in Python microservice don’t make it back to the client #939
Prometheus nodes get evicted, limits could be added to avoid this #934
Scaling of SeldonSeployments #884
tensorflow-gpu #602
Reduce size of images created by Python wrapper #312
gRPC metrics not exposed to prometheus #302
Merged pull requests:
Outlier and Drift Detection Examples #1702 (cliveseldon)
add number dataType to logger #1700 (ryandawsonuk)
add basic minio example #1697 (RafalSkolasinski)
1695 istio client #1696 (cliveseldon)
fix release script to preserve comments in operator values yaml file #1694 (gsunner)
Leave timeouts as default #1693 (adriangonz)
Bump okhttp from 4.4.0 to 4.5.0 in /engine #1687 (dependabot-preview[bot])
Allow non-model specific predict for Tensorflow protocol #1684 (cliveseldon)
Fix mdincluded links #1683 (cliveseldon)
Document custom inference servers #1673 (adriangonz)
Added documentation for new functionality to add Dated SNAPSHOTS #1672 (axsaucedo)
alibi-detect-server #1669 (cliveseldon)
Explainer Gateway Fix for Istio, Ambassador and Python Client #1668 (axsaucedo)
fix headers level in metrics docs #1666 (RafalSkolasinski)
Bump pillow from 7.0.0 to 7.1.1 in /python #1665 (dependabot-preview[bot])
Push dated SNAPSHOT images with respective branches containing helm charts #1660 (axsaucedo)
Updated CRDs for knative eventing and added docs #1653 (axsaucedo)
Update operator dependency and remove docker+make fix #1650 (glindsell)
mark model metadata in python wrapper as incubating feature in 1.1 docs #1649 (RafalSkolasinski)
Add missing roadmap doc #1647 (cliveseldon)
unify req logs #1645 (ryandawsonuk)
remove crd chart #1643 (cliveseldon)
update svc orch docs #1641 (cliveseldon)
Remove jmx default settings for engine #1640 (cliveseldon)
remove unused docs folder #1639 (cliveseldon)
Add notes on missing mutating webhook #1635 (adriangonz)
Bump commons-lang3 from 3.9 to 3.10 in /engine #1634 (dependabot-preview[bot])
Add /scale subresource to CRD and replicas to various parts of CRD. #1633 (cliveseldon)
check for virtualservices before running clean up #1632 (cliveseldon)
Make inclusion of metrics in SeldonMessage configurable in 1.1 #1625 (RafalSkolasinski)
Revert “Make inclusion of metrics in SeldonMessage configurable in 1.1” #1624 (RafalSkolasinski)
Fix Prepackaged Server nil and update core examples #1623 (cliveseldon)
Removed unused seldon analytics variables and updated docs #1620 (axsaucedo)
Fix clean up of old virtual services #1618 (cliveseldon)
fix wrapper compatibility notes #1616 (RafalSkolasinski)
Replace api group machinelearning with machinelearning.seldon.io #1614 (glindsell)
Fix for empty explainers #1604 (adriangonz)
document SC 1.1 compatibility with different s2i wrappers #1602 (RafalSkolasinski)
Fix labelling panic for prepackaged servers #1600 (cliveseldon)
hotfix race condition in metrics endpoint test #1591 (RafalSkolasinski)
Make inclusion of metrics in SeldonMessage configurable in 1.1 #1590 (RafalSkolasinski)
Update blog links #1589 (adriangonz)
fix link to Prometheus docs in custom metrics documentation #1588 (RafalSkolasinski)
add missing entry in doc index (custom metrics) #1587 (RafalSkolasinski)
Update explainer path for Ambassador #1585 (cliveseldon)
Ensure all labels and annotations added to created deployments #1580 (cliveseldon)
Update seldon images doc to include missing and rearrange #1578 (cliveseldon)
Ensure error status codes are surfaced from client failures #1575 (cliveseldon)
Deployment name changes #1573 (cliveseldon)
Basic support for Cloudevents with KNative Eventing Example #1572 (axsaucedo)
RedHat Community Operator #1519 (cliveseldon)
expose /metrics in python wrapper #1507 (RafalSkolasinski)
Breaking Changes Doc for 1.1 #1496 (cliveseldon)
v1.0.2 (2020-02-17)¶
Fixed bugs:
Explainer not garbage collected if spec updated #1427
Tensorflow REST example using inputs fail #1421
Missing binaries for grpcio 1.27 #1409
Customization of seldon ambassador url #1401
Import error for seldon_core module in python3 #1396
v1.0.0 Seldon operator crashes when fail to deploy sdep. #1385
Seldon Core Webhook Fails Randomly #1361
Segmentation violation in seldon operator #1359
module does not work once deployed to kubernetes #1345
Remove redundant travis build badges #1343
Namespaced operator duplicates Seldon deployments #1339
update redhat operator #1327
Internal build issue: PR builds intermittently fail with no space left on device #1322
ensure we have resource metrics in analytics #1317
hpa cannot work #1310
Existing resource conflict with Helm 3.x #1289
CVE-2019-18224 #1286
Update analytics docs with Helm v3 #1265
broken links to image descriptions #1249
Tox tests fail if py37 is not present #1247
Shadow example fails in Istio notebook #1179
Closed issues:
Update kustomize default resources for manager #1412
Add kubeflow install requirements #1411
helm value settings to configure seldon-controller-manager resources #1404
Wrong model format error when tried serving an xgboost trained model with seldon-core #1403
New Service Orchestrator #1388
Helm charts updates needed from kustomize on master #1375
replace print with logging in tests #1372
Add 3rd party licences to Docker images #1360
Ensure no downtime during operator updates #1354
How to craft an ambassador-config override with shadow mode #1347
Update InitContainer Downloader Image to latest kfserving containing s3 fix #1341
Seldon Core Operator fails to install on EKS #1320
Update Analytics Helm Chart #1297
Add operator tests to Jenkins X #1295
Update request logger #1293
Kubeflow 1.0 integration (Updating kubeflow repo to have latest Seldon 1.0) #1284
Internal REST based encoding schemes could be improved #1270
Default JVM heap max size (-Xmx) should be increased #1269
provide a docker image ready to run example notebooks? #1235
HPA does not work with RollingUpdate #1226
canary flag like shadow flag #1210
guidelines on annotations for metadata #1208
Seldon core analytics should scrape resource metrics #1206
google storage slowness - initializer hangs in PodInitializing #1204
snapshot helm chart not being published? #1203
Move inference servers and clients to root folder #1198
Wrong metrics service port #1197
resources for integration tests #1194
Cannot set GRPC Max message size annotation: ValueError #1165
Add run-linter PROW command via Jenkins X #1151
Engine failing to access /tmp folder when restricted Pod Policies in place. #1143
Merge Conda and regular Python s2i wrappers #1125
Explore alternatives to protobufs’s Struct and Value #1119
Ensure only changing weight of predictor doesn’t cause new rollout #1078
switching between application/x-www-form-urlencoded and application/json #1013
Empty Children array on a Seldon Deployment causes ArgoCD sync issues #1009
Forward headers that orchestrator gets to containers in the graph #967
Seldon Operator with Istio enabled does not work with Strict mTLS. #899
Custom timeouts might not be used with REST api #874
Prometheus endpoint sending invalid type for Histograms #740
tracing not sharing context from ambassador? #731
Deprecate s2i-python2 in examples #593
Allow route method to use metadata #591
Clearer usage/defaults or warnings about GRPC components in the deployment graph #553
Custom metrics in feedback #315
v1.0.1 (2020-01-15)¶
Fixed bugs:
Closed issues:
Old pods not removed after rolling update #1325
seldonio/seldon-core-s2i-python3-tf-gpu:0.15 image default python version is 2.7.17 #1324
send_feedback() got an unexpected keyword argument ‘routing’ #1321
Helm 2 install fails for v1.0 #1299
Clean up API types and Webhooks #1294
Include seldon proto compilation in GO #1245
helm upgrade when the operator configmap has changed? #1135
End-to-end tests for Pre-packaged model servers hang if name doesn’t match exactly #820
S2I builder images should have pinned Python dependencies #340
Merged pull requests:
make gpu image Python 3 exclusive, closes #1324 #1336 (RafalSkolasinski)
fix operator build - controller-gen install for go modules #1335 (gsunner)
typo fix: missing api in io.seldon.wrapper.api.SeldonPredictionService #1332 (RafalSkolasinski)
Bump okhttp from 4.3.0 to 4.3.1 in /engine #1328 (dependabot-preview[bot])
updatekindversion #1323 (ryandawsonuk)
Remove log4j #1319 (adriangonz)
set deployment replicas #1316 (andrewshaoyu)
fix issue 820 #1315 (RafalSkolasinski)
Bump okhttp from 4.2.2 to 4.3.0 in /engine #1314 (dependabot-preview[bot])
Bump pillow from 6.2.0 to 7.0.0 in /python #1313 (dependabot-preview[bot])
treat config as yaml in the values #1311 (ryandawsonuk)
configmap control via helm values #1309 (ryandawsonuk)
pvc tfjob example #1308 (ryandawsonuk)
Bump guava from 28.1-jre to 28.2-jre in /engine #1307 (dependabot-preview[bot])
Outlier example #1306 (RafalSkolasinski)
Add logger to graph types #1305 (cliveseldon)
Update mypy requirement from
<0.751
to<0.762
in /python #1304 (dependabot-preview[bot])Make seldon-core-operator work with helm2 #1300 (cliveseldon)
use newer certmanager #1298 (ryandawsonuk)
Clean up duplicated code for types and webhooks #1296 (cliveseldon)
update “income classifier and Alibi anchor explainer” to use “fetch_adult” #1287 (RafalSkolasinski)
Fixed Seldon golang package #1246 (hemantkashniyal)
v1.0.0 (2019-12-18)¶
Fixed bugs:
Certificate not added for all CRD versions in helm chart #1275
Webhook not updated for multi version handling #1274
Ambassador 404s on Canary Test #1271
Delete hpaSepc in seldon deployment doesn’t delete the hpa object #1263
CVE-2019-5482 and CVE-2019-18224 #1261
ambassador version #1260
No module named ‘tensorflow.examples.tutorials’ with tensorflow 2.0 #1248
SeldonDeployment stuck on creating when an environment variable is a reference #1211
cat.json missing from Explainer notebook #1178
Analytics charts broken in K8s v1.16 #1176
Helm install issues on k8s 1.16.2 #1095
Model initializer does not work with S3 #885
Closed issues:
Namespace operator e2e tests #1281
Istio integration requires sidecar injection #1273
Serialization exception when using the internal prediction API endpoint #1241
seldon-core 1.0 release prep #1239
Webhook Selectors only available in k8s >= 1.15 #1233
duplication of seldon_core_setup notebook #1232
crd issue on 1.16 #1225
Centralised logging not working on k8s 1.16 and helm 3 #1224
Port binding in Java wrapper clashes with the engine #1223
uuids in request logs #1209
User “system:serviceaccount:kubeflow:pipeline-runner” cannot create resource “seldondeployments” #1205
Add PR comment for build pipeline #1200
Fix docs install reference to 0.5.0 #1196
Unschedulable: pod has unbound immediate PersistentVolumeClaims #1191
Text batch data is not split into multiple requests by request logger #1189
latest snapshot not working in GKE #1173
local e2e don’t build operator image #1171
e2e tests broken in master #1164
Move Go wrapper to incubating #1157
Update examples in line with Helm v3 #1154
Update Install docs in line with Helm v3 #1153
Add triage label to new issues #1152
add prepackaged model server pvc example #1150
running end to end tests on local machine #1147
Can we attach pvc to model-initializer(storage-initializer) ? #1146
Standardise Data Mappings in Seldon Wrapper #1145
Wrong types in Seldon Core user methods #1144
Create operator client-set #1141
Investigate impact of helm v3 in seldon-core #1140
Seldon Core Operator Restricted to Single Namespace #1139
Need to update integration test script with helm 3.0 version #1138
Can not control retry_policy from SeldonDeployment yaml file #1137
[Improvement] Obscure service name when deploy my yaml #1128
Jenkins X currently creates a new changelog tag / version every time a PR is landed #1124
strData requests are not printed by seldon request logger #1121
adding canary, shadow or explainer shouldn’t affect main predictor #1110
Unable to mount model from PVC into tf serving prepackaged model server #1106
Remove Travis Integration #1105
Move CRD to v1 #1100
Upgrade Maven and JDK on CI image #1094
Fix sporadic failures with e2e tests #1084
Inconsistent return value for explain method in SeldonClient #1083
Refactoring handling httpResponse in Java Engine #1075
following tutorial got 503 #1073
Validation fails if componentSpecs.metadata.creationTimestamp is not specified #1061
Move non 1.0 components to incubating folders #990
Improve PrePackaged Model Servers #959
use fixed version for model initialiser image #957
Helm Upgrade Process #890
Dynamic Engine version support at Seldon operator #871
Integrate GPU Seldon Core Image into Build Scripts #868
Custom prepackaged model servers #857
Feature request: Python Seldon Client: support sending gRPC data with
meta
field #821Allow access to puid within the predict API #795
Installing seldon-core-operator requires clusterwide RBAC and should be installed by a cluster admin #670
Update notebooks to refer to seldon install rather than include code #646
Merged pull requests:
fix shadow idx issue #1292 (cliveseldon)
Add missing patch #1290 (cliveseldon)
Bump tensorflow from 1.13.1 to 1.15.0 in /components/outlier-detection/vae #1285 (dependabot[bot])
Update Ambassador docs #1280 (cliveseldon)
Added dependencies for pytest to avoid second level dependency breaking updates #1279 (axsaucedo)
Fix webhook rbac and add istio tests #1276 (cliveseldon)
Fix Ambassador weights and HPA deletion #1272 (cliveseldon)
Update MLflow notebook #1267 (adriangonz)
fix “income classifier and Alibi anchor explainer” example #1266 (RafalSkolasinski)
Update JDK to 11.0.5 and remove curl #1264 (adriangonz)
Clientset for seldon operator #1258 (SachinVarghese)
remove duplication of seldon_core_setup.ipynb notebook, closes #1232 #1255 (RafalSkolasinski)
Specify seldon namespace in Tensorflow MNIST Model example #1254 (RafalSkolasinski)
Fix deployment ready bug #1253 (cliveseldon)
enforce tensorflow
<2.0
in Tensorflow MNIST Model example #1251 (RafalSkolasinski)Add issue templates #1244 (adriangonz)
Revert “Clientset for seldon operator” #1240 (ryandawsonuk)
Adding a way to pass extra index urls to s2i python wrappers #1238 (nav13n)
Fix webhook selector k8s version #1237 (cliveseldon)
Add versions v1 and v1alpha3 to CRD #1229 (adriangonz)
Update centralised logging to work with k8s 1.16 and Helm 3 #1228 (cliveseldon)
Changed secondary unit port and provided an option to modify it #1227 (axsaucedo)
Clientset for seldon operator #1221 (SachinVarghese)
add strdata example to request logger examples #1219 (ryandawsonuk)
remove bits commited by mistake #1218 (ryandawsonuk)
Bump client-java-proto from 6.0.1 to 7.0.0 in /engine #1217 (dependabot-preview[bot])
Bump pb.version from 3.10.0 to 3.11.1 in /engine #1216 (dependabot-preview[bot])
Add missing GA doc #1215 (cliveseldon)
Fix defaulting by api-server differences #1214 (cliveseldon)
install instructions clearer for web too #1213 (ryandawsonuk)
Add PR build message to integration tests run #1201 (gsunner)
add sachin to owners #1195 (ryandawsonuk)
update logger version #1193 (ryandawsonuk)
Splitting request logger data for text types #1192 (SachinVarghese)
#1154 Update examples notebooks in line with Helm v3 #1188 (glindsell)
note on configuring prepack server images #1185 (ryandawsonuk)
note on pvc #1184 (ryandawsonuk)
minimize rolling updates to main predictor #1183 (ryandawsonuk)
Adding AWS Marketplace Install page to docs site #1182 (JoelH96)
Option to return proto OR dict for SeldonClient methods #1175 (axsaucedo)
Functionality for model wrapper to return JSON on any Dict return #1174 (axsaucedo)
build operator image when running e2e locally #1172 (ryandawsonuk)
Update mypy requirement from
<=0.740
to<0.751
in /python #1170 (dependabot-preview[bot])change annotation location #1166 (RajeshHegde)
fix master e2e tests #1163 (ryandawsonuk)
Adding overrides to remove step that creates tag for Jenkins X pipeline #1161 (axsaucedo)
Updated s2i Dockerfiles to build using requirements.txt #1160 (JoelH96)
Fixing wrong types in Seldon Core user methods #1144 #1158 (axsaucedo)
Namespaced Operator #1142 (cliveseldon)
Add comment on removal of volume patch #1136 (cliveseldon)
Bump ojalgo from 47.3.1 to 48.0.0 in /engine #1133 (dependabot-preview[bot])
Add integration test to verify non200 response handling #1132 (lennon310)
Python reference typo instead of java #1131 (thomas-lohh)
Fix typo in logging.error #1130 (ellisvalentiner)
custom_metrics.md : Fix typo, make text clearer, fix JSON #1127 (peter-vandenabeele-axa)
Fix typo and make text a bit clearer #1126 (peter-vandenabeele-axa)
configurable prepack images #1118 (ryandawsonuk)
Update API from v0.1 to v1.0 #1103 (cliveseldon)
Allow meta tags to be provided in seldon_client #1096 (cliveseldon)
Integrating Python GPU Wrapper into build scripts #1074 (JoelH96)
v0.5.1 (2019-11-21)¶
Fixed bugs:
Operator crash if one container in pod not created properly #1104
MLFLOW_SERVER ModuleNotFoundError #828
Security fixes:
[Security] Bump pillow from 6.0.0 to 6.2.0 in /python #1062 (dependabot-preview[bot])
Closed issues:
Engine using separate pod, ignoring annotations #1120
How to pass ModelInitializerContainerImage path #1116
how to define MyModel for PyTorch model which has more than one arguments? #1115
how can I wrap a PyTorch Image with customed network? #1114
Seldon AB testing - getting an error “info”: “Parameter ‘ratioA’ is missing.” #1081
remove old CRD generation #1079
Broken integration tests #1076
Cannot create a SeldonDeployment having volumes of type projected and configMap. #1072
DOCKER_IMAGE_VERSION in Makefile is only 0.3 and 0.4; public docker images go up to 0.13 #1071
SeldonDeployment modelUri support more protocol #1070
Your .dependabot/config.yml contained invalid details #1045
Add tox #1042
Broken imports on 0.5.0.2 release #1040
Improve speed of execution for integration tests #1032
Integration tests fail intermittently #1031
Major version changes on dependencies could cause issues #1029
with the latest release of azure-storage-blob 12.0.0, seldon build fails #1027
Extend documentation to include optional dependencies and azure blob quickfix #1025
Update release.py script to change version in kustomization.yaml #1024
Set upper limit for azure-storage-blob version #1023
Make GCS support optional #1018
Update Talks/Blogs/Videos/Use cases in Docs #1017
No available release name found for Seldon-Core-Operator #1014
Move API path from v0.1 to v1.0 #991
Fully automate CI/CD process and introduce manual trigger for release process #986
Use official Helm charts for Grafana and Prometheus #965
Set JSON_SORT_KEYS and JSONIFY_PRETTYPRINT_REGULAR to False by default #964
Enable Storage.py to be able to download from HDFS URL #963
Fix helm version in Chart.yaml #961
Modify engine’s Proto Value to JSON conversion to avoid int-to-float conversions in REST requests #948
Code style standardisation for Seldon Core Python modules #947
Automated Test and Build Hooks #933
Seldon Image at “seldonio/seldon-core-s2i-python3-tf-gpu:0.12-SNAPSHOT” not able to find GPU devices #914
Update Java dependencies #902
Create 1.0 GA Document #887
Enable Storage.py to be able to download from URL file #883
Seldon container engine has not resource limit #769
Shadow deployment for Istio #741
Java Seldon Engine doesn’t pass microservice HTTP exceptions upstream #705
Feature_names is redundant when using jsonData in predict. Also meta is redundant in response, as meta can be combined in the jsonData. #665
Modify helm chart seldon-core-analytics using chart dependencies #613
Update Python SeldonClient to handle JSON payloads #607
expand contributing guide #569
requirements.txt for Python wrapped models should be a configurable name/path #548
Docker Image is too Big #526
Deployment of seldon as a new custom resource via fabric8 #486
Update developer docs #203
Merged pull requests:
add mnt pvc path to container #1123 (ryandawsonuk)
Update MLflow notebook #1122 (adriangonz)
Bump license-maven-plugin from 1.13 to 1.20 in /engine #1113 (dependabot-preview[bot])
make initializer configurable via configmap #1112 (ryandawsonuk)
Conda environment on MLFLOW_SERVER #1108 (adriangonz)
don’t use service that we chose not to create #1107 (ryandawsonuk)
istio shadowing #1102 (ryandawsonuk)
Add GA Doc #1101 (cliveseldon)
Move non python s2i to incubating #1099 (cliveseldon)
Avoid int-to-float conversions #1098 (adriangonz)
Remove old crd generation scripts #1097 (cliveseldon)
Bump pb.version from 3.9.2 to 3.10.0 in /engine #1091 (dependabot-preview[bot])
Update gunicorn requirement from <19.10.0,>=19.9.0 to >=19.9.0,… #1089 (dependabot-preview[bot])
Improve speed of execution for integration tests #1086 (axsaucedo)
Update Python SeldonClient to handle JSON payloads #1082 (axsaucedo)
add update of operator version to release script #1080 (gsunner)
Fix integration tests #1077 (adriangonz)
Temporary fix for kubernetes OpenAPISchema Issue #1069 (cliveseldon)
Reduce some dependabot noise #1068 (adriangonz)
Bump protobuf-maven-plugin from 0.5.0 to 0.6.1 in /engine #1066 (dependabot-preview[bot])
Bump grpc.version from 1.24.0 to 1.25.0 in /engine #1065 (dependabot-preview[bot])
Bump jacoco-maven-plugin from 0.8.2 to 0.8.5 in /engine #1063 (dependabot-preview[bot])
Bump pandas from 0.23.4 to 0.25.3 in /python #1057 (dependabot-preview[bot])
Bump os-maven-plugin from 1.4.1.Final to 1.6.2 in /engine #1056 (dependabot-preview[bot])
Update redis requirement from
<3.0.0
to<4.0.0
in /python #1053 (dependabot-preview[bot])Bump maven-compiler-plugin from 3.5.1 to 3.8.1 in /engine #1052 (dependabot-preview[bot])
Bump httpclient from 4.5.8 to 4.5.10 in /engine #1050 (dependabot-preview[bot])
Document optional dependencies #1047 (adriangonz)
Update to explainers for Seldon Core #1046 (cliveseldon)
Fix dependabot config #1044 (adriangonz)
Add tox #1043 (adriangonz)
Dependabot config #1041 (adriangonz)
Add missing files to MANIFEST.in #1039 (adriangonz)
Updated precommit hook to align to the lint checker #1035 (axsaucedo)
Evaluating and fixing intermittent test failing in e2e integration tests #1034 (axsaucedo)
Add /health/ping and /health/status endpoint to Python REST Microservices #1026 (kparaju)
Make GCS optional #1019 (adriangonz)
Updated GPU wrapper to uninstall TF without GPU #1011 (JoelH96)
v0.5.0 (2019-11-01)¶
Closed issues:
Update logback #1007
seldon-core-operator fails to install on Kubernetes 1.16 #1004
Custom error raised in Python model was not passed back to the client #974
Models with multiple input types are not supported #921
Merged pull requests:
Removed the hash as it was crashing the command when the pipeline was ran #1022 (axsaucedo)
Add pre-commit hook for black and fix linter #1020 (adriangonz)
Added documentation on how to support Models with multiple input types in python wrapper #1015 (axsaucedo)
Move from logback to log4j2 #1008 (adriangonz)
Adding functionality for running e2e tests in Jenkins X #994 (axsaucedo)
v0.4.5 (2019-10-31)¶
Closed issues:
Update transitive dependencies #1002
/helm-charts/seldon-core not present in seldon-core repository for CICD demo #970
Merged pull requests:
Update transitive dependencies #1003 (adriangonz)
v0.4.4 (2019-10-30)¶
Closed issues:
serviceAccountName has no effect for pre-packaged implementation #1012
Model version duplication when rollout times out #916
Merged pull requests:
v0.4.3 (2019-10-29)¶
Closed issues:
Update deployments to apps/v1 for 1.16 k8s #1005
Merged pull requests:
v0.4.2 (2019-10-28)¶
Closed issues:
Update Python dependencies #987
SvcOrch resources overwritten #982
Security vulnerabilities on Java dependencies #981
Engine doesn’t push traces #975
Make Helm chart repository available on Helm Hub #973
huge data set #972
Seldon deployment issue when adding initContainer #968
Remove Kustomize folder #960
Explainer args causes reconcile loop in manager #954
unable to create SeldonDeployment #952
Make it possible to override seldon prediction service’s service name #950
Make it possible to override seldon prediction service’s service name #949
invalid json should not be a 500 #943
Tidy up Java project #937
helm-charts/seldon-core does not have seldon-core #936
Why seldon chose application/x-www-form-urlencoded as Content-Type instead of application/json when treating predict requests? #935
gcp private bucket instructions #927
seldon operator resource name changed #919
controller now deployment not statefulset #917
Best practice for multiple servings from one model #915
Seldon Controller Manager CrashLoopBackoff #912
Allow –max-requests and –max-requests jitter parameters for python wrapper #911
Feedback API is returning empty string, how send_feedback works ? #910
Update python wrapper to pass bytes instead of string #909
Python wrapper 0.13-SNAPSHOT needs updated setuptools in setup.py #908
Engine not catching grpc exceptions cleanly #907
Python Wrapper not exposing all Services via grpc #906
Seldon Client is not passing binary data field properly with REST #897
Building engine on macOS #894
Block content type sniffing #892
Plan to unify external and internal API paths #889
Build automation for 1.0 Plan #888
Remove Redis from CICD scripts #882
Deploy overview image doesn’t appear in
Seldon deployment of income classifier and Alibi anchor explainer
example #880Top navigation bar doesn’t use Seldon’s pink (#ff4072), and README uses wrong form of “lets” #878
Internal error occurred: failed calling webhook #877
Rest request doesn’t give the expected answer while using the predict function #876
Requesting the endpoint only works the first time after the endpoint is available, the subsequent requests give “AttributeError: ‘Logic’ object has no attribute ‘predict_raw’” #860
Add post-commit hook for s2i builder images #852
Should seldondeployment generate stable deployment name? #851
Allow operator webhook port to be configured #849
Encode
<
as\u003c
in response #837Tensor wrapped Numpy is read-only #807
Kubeflow and Istio deployment - HTTP, gRPC endpoints not working #796
javaopts -Xmx throws error #784
Override webhook bootstrap default for non-default names #715
eliminate cluster wide Secret access RBAC #714
Services deployed outside of the helm charts do not get deleted #682
TLS handshake errors in manager logs #680
Merged pull requests:
Update spartakus to use apps/v1 #1006 (cliveseldon)
Fixed test by moving bytes conversion to utils #1000 (axsaucedo)
Decode binData before sending it to Predict function #993 (lennon310)
Misc 0.5 Issues #992 (cliveseldon)
Update Python dependencies #988 (adriangonz)
Fix image explainer #985 (cliveseldon)
Further Java updates #983 (adriangonz)
Added black formatter to seldon_core and testing folders #980 (axsaucedo)
Fix tracing #976 (adriangonz)
Update watch-rollout-status for Argo CICD demo #971 (vdinesh2461990)
Add defaults to initcontainers #969 (cliveseldon)
Add exception catching for grpc calls in engine #966 (cliveseldon)
Remove kustomize folder #962 (cliveseldon)
Self-signed certificates for Helm chart install of Operator #958 (cliveseldon)
Fix explainer and endpoint defaulting in webhook #955 (cliveseldon)
Allow custom predictor service name #953 (cliveseldon)
Tidy up Java #951 (adriangonz)
Fixed bug in SSL Seldon Client and added functionality in GRPC #946 (axsaucedo)
Bypass engine via annotation #945 (cliveseldon)
bad json should be 400 not 500 #944 (ryandawsonuk)
Extra python dependencies #942 (adriangonz)
Vol mount issue fix #940 (cliveseldon)
gcp private bucket docs #930 (ryandawsonuk)
Add warning about #926 - downwardAPI #929 (cliveseldon)
Add –max-requests and –max-requests jitter parameters for python wrapper #925 (kparaju)
operator rename - this one does need changing #923 (ryandawsonuk)
some fixes to the centralised-logging install #920 (gsunner)
deployment not statefulset now #918 (ryandawsonuk)
Fix missing istio add to scheme #913 (cliveseldon)
Update imagenet explainer to use transformer #905 (cliveseldon)
Update self-signed certificates for webhook for Operator #904 (cliveseldon)
Update Java dependencies #903 (adriangonz)
fix so both permissive and strict mTLS will work #900 (fico-jessecarroll)
Fix title of custom ambassador notebook, fix prerequistes typo #898 (MarcoGorelli)
Replace sed flag incompatible with macOS #895 (adriangonz)
Patches to prevent XSS #893 (adriangonz)
Updating request-response logging structure #886 (SachinVarghese)
Move image to doc source #881 (MarcoGorelli)
Fix top nav bar colour and typo in README #879 (MarcoGorelli)
Kubebuilder operator move to main repo #841 (cliveseldon)
v0.4.1 (2019-09-19)¶
Implemented enhancements:
Investigate Edge/IOT deployments #414
NVIDIA Rapids Integration #412
Investigate Apache Arrow and Plasma for fast IPC #206
Explore creation of a “batching” transformer #107
Fixed bugs:
Unresolved variable in python utils #834
Seldon not creating services for NVIDIA TRT Deployment #826
Autoscaling not working #824
seldon-core-analytics grafana shows metrics of only of first canary model #618
DNS error in API Gateway for old deployments gRPC #262
Closed issues:
only install knative for request logging if not already present #869
Seldon Core deployment created but not visible #862
Default values of metrics missing in /feedback API for Python wrapper #861
Missing packages on requirements.txt #858
Seldon GPU Image with seldon-core 0.4.0 support not available #850
How do I override the default port for the flask application that seldon runs ? #848
Add documentation for our certified openshift operator #845
consume a Secret in a volume in a Pod #844
ModelUri is None when parameters specified in the SeldonDeployment #838
Meta data field not modifiable by subsequent components #829
Cannot disable secure connection to minio storage backend #825
How to send data in request with meta field #822
Combiner endpoint does not create VirtualService or Endpoint in Istio #816
Missing MLFLOW values in crd.yaml for helm chart 0.4.0 #811
support ambassador_id to allow multi-tenancy #810
High latency of REST locally #803
initContainer resources required for some clusters #776
Add versions to the wrapper requirements.txt and make sure they align with setup.py #767
“puid” when sent in request is not returned in response from python wrapper service. However in case of external api it is returned as is #765
Injecting S3 Credentials into tfserving Container #749
[Bug] REST request gets parsed to String if any of the element in Numpy array is String #745
Long running tasks not working with REST Clients (CURL, Postman, etc) #742
Ensure JSON format is not modified for ALL the REST APIs (only implemented for /predict) #739
Add the support to send image files directly using multipart/form-data instead of application/x-www-form-urlencoded #733
exception swallowing in seldon-core #725
versions for prepackaged model servers #724
Prometheus metrics "INVALID" is not a valid start token in kubernetes env #706
Change NotImplementedError in SeldonMethods for SeldonNotImplementedError #700
HttpRetryHandler interrupted exception leads to Microservice error: java.net.SocketTimeoutException: Read timed out (103) #698
combiner receives struct_pb2.ListValue instead of numpy list #686
explainers for SeldonDeployment graphs #685
Deployment with empty oauth key #683
Income Classifier Example with Kubeflow #676
installing sdep straight after operator seems not fully reliable #669
argo workflow not detecting seldon deployment is available #668
Set up node taints for GPU Pods/Nodes. #648
Update the Python GPU s2i files #647
volume mounting kubeflow example #637
docs in readthedocs for request logging and CICD #636
Seldon GRPC python wrapper doesn’t include input/output transformer servicers #630
NDArray with values being lists not supported - RESOLVED: Proto lists were not being deep-copied #600
Provide a NULL/None type in the CRD #554
Support microservice testing via curl with JSON content-type #552
Python client - SyntaxError #551
Add Prow doc with Public URL for dashboard #546
Investigate Request Logging #545
Support Kustomize Deployment #536
make engine probes configurable #525
connect timed out with cluster-manager and api server #523
put crd and controller into single helm chart #522
Add fastai deployment example #518
Deploy model but pod is evicted for many times before running #515
How to wrap models using tool chains other than s2i? #507
ci-cd demo uses old jenkins and kubectl fails on newer k8s #505
Prow Integration - investigate and setup PR presubmit jobs #497
Use of protobuffers for resource parsing cause inconsistencies #489
option to put prometheus metrics on separate port #487
parameterise the namespace in single namespace tests #478
use official helm charts #476
use recommended labels #475
Convert docstrings in serving_test_gen.py to Numpy format #472
issues on increasing grpc message size #467
Create a validating admission webhook for the CRD #459
Additional parameter types Seldon deployment proto #456
Consider hosting helm charts on stable repo, or at least a chart repository #443
Unable to get token #438
Update example Keras #432
Create protos for metadata returned by components #427
Revamp how the engine handles metadata #426
seldon-core-s2i-python3 is not “openshift ready” #422
Create docs for proto compilation to ease clients in non-python languages #421
KNative Integration #417
Julia Wrapper #413
Kaniko Integration #411
gRPC tensorproto, TypeError #410
Handle sticky model requests #403
Organize docs #394
Type annotations for Python code #392
Deploy python model without java router #314
Implement a hierarchy of tags for components with children. #310
FlatBuffers support #284
Custom fields in SeldonMessage #198
Update CRD to include version #175
Add OpenFaas as Deployment option for ServerLess ML deployments #151
Can Spartakus be run in a namespace #142
Investigate Google Container Builder for wrapping models #123
Investigate OpenShift Service Catalog and Brokers #114
Change python wrapper to use Tornado instead of Flask #108
Add docs to build components in development section #65
Clarify oauth key/secret provisioning #26
Create a NOTES.txt for the helm chart #15
Merged pull requests:
remove some empty lines #875 (ryandawsonuk)
Versioning seldon request logger and support for decoding binary strings #873 (SachinVarghese)
Updates to seldon request logging #872 (SachinVarghese)
check for knative before installing #870 (ryandawsonuk)
Add initial Makefile for GPU Python Image #867 (cliveseldon)
Create explainer notebook and fix tfserving proxy #864 (cliveseldon)
upgrade knative version #863 (ryandawsonuk)
Add missing packages to requirements.txt #859 (adriangonz)
ensure script checks for errors #853 (ryandawsonuk)
Update sklearn server examples with debug and fix notebook example #840 (cliveseldon)
Fix tensor return in python wrapper #839 (cliveseldon)
Previous steps in seldon graph override metadata of latter steps #833 (axsaucedo)
Update autoscale example for new deployment name convention #830 (cliveseldon)
configurable secure argument for minio client #827 (xaniasd)
Refactor dataframe contract helper script into package #823 (jklaise)
Requirements version alignment across setup.py and requirements.txt #819 (axsaucedo)
Update all servers to use 0.12-SNAPSHOT and update to 0.2 #818 (cliveseldon)
Fixing multidimensional arrays not being fully converted from PROTO #817 (axsaucedo)
Helm upgrade 0.4.0 #814 (cliveseldon)
Removing proto functionality from REST /predict endpoint [#803] #806 (axsaucedo)
ensure latest request logger #730 (ryandawsonuk)
v0.4.0 (2019-08-15)¶
Fixed bugs:
multiple containers in componentSpecs.spec.containers not supported? #718
Ambassador does not work in v0.3.2 #710
Closed issues:
Create kustomize for 0.3.2 release #794
Add redhat certified image to operatorhub #791
Build model servers with non-SNAPSHOT image #790
env secret for explainers #785
finding image names used in grafana dashboards for prepack model servers #783
seldon container engine sidecar java process should run with ‘-server’ setting #781
label selector problem when running xgboost and sklearn iris prepack examples together #777
Documentation links cannot be seen (just change css color) #773
[Bug]Invalid metadata label generated from deployment file #772
Add a basic MLFlow model server based on example #771
additionalProperties cannot be set to false error when installing helm chart #768
Cannot make GRPC calls through GRPC microservice wrapping. #762
make it clearer how and when to set engine resources #761
Update TFServing Proxy to use v0.5 of the python wrapper #760
intermittent 503 errors in end-to-end tests #758
Add global count Graphana graph per deployment #756
docs: python wrapping docker #754
Liveness probe kills seldon engine container when model predict function takes a long time to send a result #753
models from private buckets for prepackaged/standalone servers #748
prepackaged/standalone servers to download models from initContainers #747
Writing the predict function around pandas dataframes #746
Golang CRD api #734
Update Roadmap #723
CRD in kustomize is missing subresource.status #713
calling SeldonClient.predict inside a microservice model rasing “TypeError: Couldn’t build proto file into descriptor pool!” #711
Add SELDON_LOG_LEVEL parameter in Python Wrapper #708
All numbers get converted to float when sending JSON resulting in unexpected behaviour in Proxies #703
docs: ambassador version #697
docs: Python API reference #696
Back-off pulling image “data_downloader:0.1”: ImagePullBackOff #695
Deploying modified TensorRT example on GKE does not deploy anything #694
Support JSON format in TFServer Proxy REST API #693
Add build files for alibi explainer server #692
docs: Ambassador REST endpoint path #688
cannot run through the example. #677
Liveness probe kills Seldon engine container with long init waiting time (Python wrapper) #674
need to increase failure threshold for engine with new operator #673
Remove api-frontend #663
Ambassador Swagger definition does not include namespace #660
Remove Java Operator #654
Docs do not mention addition of jsonData outside of the release notes #652
Support Swagger or something like that #645
Changes required for Seldon Core Analytics Grafana to work behind proxy #622
Tensorflow GPU Example #619
HTTPS/HTTP switch for seldon client #572
How can I modify the logging format of REST API for StackDriver and BigQuery? #557
The output from ambassador converts integer types to float . #458
Question: Concurrency in Model REST server #453
Add model explainer example #425
Kubeflow Pipelines Integration #415
Add an WSGI app server to Python REST wrappers #383
Merged pull requests:
Fix for CVE-2018-1000654 in openjdk:8u201-jre-alpine3 #805 (gsunner)
Fix name for prepackged server test #804 (cliveseldon)
Update e2e test for mab #802 (cliveseldon)
Update test deployment name in e2e tests #801 (cliveseldon)
loadtest not needed with kubeflow and svc name seems to have changed #800 (ryandawsonuk)
Changed Ambassador warning across, suggesting istio for gRPC #798 (axsaucedo)
Update kustomize and update helm abtest/mab names #797 (cliveseldon)
TFServing functionality with latest python image #793 (axsaucedo)
Updated MLFlow server removed commented code #789 (axsaucedo)
having image means hashed deployment name #788 (ryandawsonuk)
Document how to use envSecretRefName to customize S3-like object store #787 (phsiao)
update docs, prediction proto with jsonData field #786 (gsunner)
crd changes for creds secret #782 (ryandawsonuk)
Fixed headers for alibaba and kubeflow examples #780 (axsaucedo)
Update openapi and fix multipart check #779 (cliveseldon)
Docs for svc orchestrator #778 (cliveseldon)
prepackage model server tests #764 (ryandawsonuk)
single replica ambassadoar #759 (ryandawsonuk)
WIP: Allow predict for sklearn standalone server as wll as predict_proba #757 (cliveseldon)
correct ACK naming in doc and examples #755 (wsxiaozhang)
add the support for multipart/form-data in python service and engine #751 (klalit)
Clarify what is meant by id in router documentation #738 (alexlatchford)
Fix typo in docstring #737 (sujaymansingh)
config for explainer #736 (ryandawsonuk)
repoint at tfserving public bucket #729 (ryandawsonuk)
added seldon colours to Theme_override & seldon logo #728 (oscarfco)
be consistent with message logging annotation names #727 (ryandawsonuk)
option to set operator-wide default for request logging #726 (ryandawsonuk)
Small updates to python module #722 (cliveseldon)
update request logger #721 (cliveseldon)
Update kustomize #720 (cliveseldon)
Update request logger #712 (cliveseldon)
SSL for Seldon Python Client #709 (cliveseldon)
WIP: Proposed changes to ensure JSON REST Consistency (Fixes #703) #707 (axsaucedo)
TFServing Enabled Text Response and Fixed JSON Parse #704 (axsaucedo)
make model servers first example in docs #691 (ryandawsonuk)
WIP: explainers #690 (ryandawsonuk)
Model servers #689 (cliveseldon)
Alibaba Cloud Elastic Container Service (AKS) example #687 (axsaucedo)
WIP: Update python wrapper to use gunicorn #684 (cliveseldon)
move seldon analytics port #681 (ryandawsonuk)
Added subsection in documentation with suggested path to follow with examples #679 (axsaucedo)
scikit learn iris model using jsondata example #678 (gsunner)
Added requirements and spacy Docker file for Kubeflow example #675 (JoelH96)
Remove API OAuth Gateway and Cluster Manager #671 (cliveseldon)
WIP: Ambassador canary update #667 (cliveseldon)
grafana and req logging configuration to work behind istio ingress gateway #650 (ryandawsonuk)
Add Kustomize #639 (cliveseldon)
v0.3.1 (2019-06-28)¶
Closed issues:
Embedded travis build status needs updating (in main readme) #656
Add doc link to prow #655
Remove Old Java Operator Docs #653
requests all failed during benchmarking with Locust #644
Seldon & Istio - broken link #643
Seldon-core-operator install fails #640
how to add custom meta fields for tracking #632
Using the cluster-manager underlying API as a library #626
User Exceptions raised in predict function of a wrapper class needs to be handled via flask exception handler #625
volume mounting - update examples #604
engine resources not configurable in new operator #598
status code in response missing. Seldon v 0.2.3 #519
deprecate ksonnet #477
Merged pull requests:
Change operator service selector #662 (cliveseldon)
Update loadtest notebook #649 (cliveseldon)
Remove ksonnet #634 (cliveseldon)
Update tracing example and fix api-tester grpc for ambassador #631 (cliveseldon)
points on why seldon #628 (ryandawsonuk)
generate service account #627 (ryandawsonuk)
Registry Image Tags and RBAC control for Operator Helm Chart #624 (cliveseldon)
run python builder container using non-root user #620 (gsunner)
EFK with transform for tabular data #616 (ryandawsonuk)
Update e2e tests #606 (cliveseldon)
v0.3.0 (2019-06-05)¶
Fixed bugs:
Python module syntax error for python 3.5 for variable type annotation #614
openvino_imagenet_ensemble example - prediction1 and prediction2 containers error #583
Docker image name and version messed up #562
SendonDeployment with name > 31 characters #556
Not able be build python3.6 base image. #542
Closed issues:
Update master to 0.3.0 SNAPSHOT #612
sdep state doesn’t move to available #605
engine using 1 cpu #597
forbidden error installing ambassador #596
GPU support with SERVICE_TYPE Model #590
Update example notebooks for docs #586
kubeflow/example-seldon on local cluster #585
Unable to inject custom parameter in Python model #584
Tensorflow MNIST Model example on EKS #580
OOMKilled when starting an operator #579
Can we customize the outputs format of Model? #565
node exporter port conflict #563
How can i enable debug logging of seldon-engine container #560
Tensorflow Python 3.7 support and wrapper images #550
helm-charts upgrade fails on ambassador #543
Update Seldon Core Analytics Grafana #540
Defining the model serving class with full name doesn’t currently work #533
Update Seldon Operator to Go #529
Old Containers & Security Vulnerabilities #528
option to not set runAsUser for engine #527
Support istio ingress #511
Endpoint type is missing for AB-test #451
Alllow arbitrary JSON as a payload #434
Update Ambassador to 0.40.2 #402
Ambassador config for rolling updates #294
Merged pull requests:
Require python 3.6 or above for python module #615 (cliveseldon)
Update python wrappers to include 3.7 #611 (cliveseldon)
ambassador v1 api #603 (ryandawsonuk)
option to not set engine user #601 (ryandawsonuk)
take latest ambassador image #599 (ryandawsonuk)
Kubeflow Seldon e2e NLP ML pipeline using re-usable components #589 (axsaucedo)
WIP: Integrate with Istio Ingress #588 (cliveseldon)
Added missed s2i folder to Scikitlearn SpaCy Text Example #582 (axsaucedo)
AWS Elastic Kubernetes/Container Service Deep Mnist Example #581 (axsaucedo)
Example using Seldon for text classification with SpaCy tokenizer #578 (axsaucedo)
Remove request limits from operator #577 (cliveseldon)
Fix PredictiveUnitState image name and version (#562) #576 (sasvaritoni)
updated openvino mode ensemble to 0.2 version #574 (dtrawins)
updated openvino version to 2019.1 in python_openvino model wrapper #573 (dtrawins)
Fix example deployment yaml #571 (sujaymansingh)
fix typo #570 (ryandawsonuk)
option for R builds with plain docker #567 (ryandawsonuk)
reword explanation of ambassador #561 (ryandawsonuk)
Integrate use of Go Seldon Controller #559 (cliveseldon)
option for docker build without s2i #555 (ryandawsonuk)
update jackson-databind 2.8.11.2 -> 2.9.8 for cve #547 (gsunner)
Updating grafana to v6.1.6 in seldon core analytics #541 (SachinVarghese)
redis now a statefulset as using redis helm chart #539 (ryandawsonuk)
Allow fully qualified class name to be used for the model serving image. #537 (hmonteiro)
option for anonymous access to grafana #535 (ryandawsonuk)
Anonymous grafana #534 (ryandawsonuk)
Revert “option to use anonymous auth grafana” #532 (ryandawsonuk)
Update component code coverage and dependencies docs #531 (cliveseldon)
option to use anonymous auth grafana #530 (ryandawsonuk)
update argocd and jenkins in cd demo and script for minikube #517 (ryandawsonuk)
v0.2.7 (2019-04-29)¶
Implemented enhancements:
Type check predictive unit parameters in the Python wrapper #440
Fixed bugs:
Models pods duplications after corrupted deployment #470
Using a configMapRef inside of a seldon deployment manifest causes a NullPointerException in the SeldonDeploymentWatcher #450
cannot get working external api but internal api is ok #448
Status can become Available even with Exception in Operator #429
Fix status update for failed deployments #474 (cliveseldon)
Closed issues:
Install seldon in a single namespace with restricted tiller #514
Document about microservice’s input data #512
where is io.seldon.protos.DeploymentProtos package located? #508
seldon 0.2.3 - nfs volume in seldon graph failing in validation #504
SeldonDeployment keeps hanging #499
default ambassador chart to single namespace #495
use v1 ambassador api #491
Configure the way Prometheus exposed #484
documentation is in doc not docs #481
do a snapshot build and document if not documented #479
How can we specify nested python class in .s2i/environment? #465
Class names in latest python library is not backwards compatible #462
Sending an object dtype array as the request JSON for a Model API #461
NullPointer exception in API gateway when principal can’t be determined #454
Python Wrappers Version 2 #406
Write a Python wrapper for a GENERIC component #378
Create reference Python client #349
Python-wrapper: Use debug flag to provide useful information #309
Support autoscaler in SeldonDeployment #277
Update Ambassdor Helm or remove and use Ambassador’s helm chart #258
Prow Integration #154
CI/CD demo using GitOps framework #11
Merged pull requests:
permission and timeout changes after trying on an openshift4 cluster #524 (ryandawsonuk)
use stable redis helm chart #521 (ryandawsonuk)
seldpon_grpc_endpoint -> seldon_grpc_endpoint #520 (mustyoshi)
Service Orchestrator Name Fix #516 (cliveseldon)
Remove v1alpha3 and revert to v1alpha2 #513 (cliveseldon)
downgrade ambassador #510 (ryandawsonuk)
default ambassador to singleNamespace #509 (ryandawsonuk)
Allow submodules to be imported in python module #503 (cliveseldon)
Allow class_names as method or attribute (deprecated) in Python module #502 (cliveseldon)
downgrade ambassador due to grpc unreliability #501 (ryandawsonuk)
Fix HPA Nullpointer #500 (cliveseldon)
still intermittent problems, timeout needs to be longer #498 (ryandawsonuk)
Add missing additionProperties to openAPI specs for CRDS #496 (cliveseldon)
ambassador v1 api #492 (ryandawsonuk)
Fix image link in readme #490 (cliveseldon)
Updates for various Python and Operator fixes #488 (cliveseldon)
484 metrics port #485 (ryandawsonuk)
ignore pickle files #483 (ryandawsonuk)
remove old docs #482 (ryandawsonuk)
make ambassador a dependency #480 (ryandawsonuk)
gitignore for intellij #471 (ryandawsonuk)
python wrapper image references updated from 0.5 to 0.5.1 #468 (gsunner)
Static Documentation Site #466 (cliveseldon)
Remove tornando dependency from Python setup.py #464 (cliveseldon)
Add types for predict, transform_input, transform_output #463 (cliveseldon)
Script to create Seldon API testing files from any Pandas dataframe #460 (Love-R)
WIP: Python wrappers rewrite #457 (cliveseldon)
Update redis #446 (naseemkullah)
WIP: Autoscaling #437 (cliveseldon)
v0.2.6 (2019-02-22)¶
Fixed bugs:
Bug parsing boolean predictive unit params in Python wrappers #439
APIFE fails to connect to service due to name change #433
Closed issues:
If building a python image from a folder, which is also a git-folder build silently fails #452
Setting
engineResources
not enabling resource requests/limits toseldon-container-engine
sidecar #398Expose Jaeger agent port as environment variable on deployment manifest #396
Ksonnets for Seldon Analytics #391
sklearn iris returns value error #389
SOAP API #387
unable to find proto file which defines grpc #384
tensorflow-gpu #380
onnx_resnet50.ipynb : “Unknown operation: Gather” #379
Passing arguments to the model object #377
Model pod enters in CrashLoopBackOff. How to debug? #376
Global metrics show N/A in Seldon Analytics Grafana #371
Mistyped check causing NULL Pointer Exceptions with getNamespace #367
Json payload size increases when I use json.dumps #365
Need an updated tutorial for seldon serving on GKE #361
Hi,we need Golang Deploy Seldon Wrapper Container #356
Update docs and examples to use the new Python package #347
Potential problem in EpsilonGreedy.py? #336
Deploying seldon-core to Kubernetes 1.8.6 fails with
no matches for kind "Deployment" in version "apps/v1"
#333S2i build image with private pip repository #330
Wrapping components outside of the tree #324
Seems to be a bad fit for a multi-tenant cluster. #308
Update Grafana / Prometheus image #303
Function to pass additional meta info for
predict\(\)
#297Update base java image #289
Update ksonnet to reflect latest helm templates #282
NullPointerException in seldon-cluster manager logs #268
requestPath picking up old model on rolling update #267
Seldon deployment success/failure condition #255
Reconcile the differences between seldon-core and kubeflow core.libsonnet to improve maintenance #237
Make the “apiVersion” in the Helm templates consistent #236
Create initial docs for Transformers #229
Create initial docs for Routers #228
deploy docker image is ok ,but deploy k8s pod always failed #212
Format of the data sent as a request to the seldon REST api? #193
There is no setting that allows increasing the limits of GRPC Server #183
Docker image build error with sklearn_iris_docker example #164
Add support for spring-boot-starter-webflux #152
gRPC query waits indefinitely while execution giving no output #149
scikit-learn support for predict method not only predict_proba #145
Wrapper command on windows PS #134
Error 401 while requesting prediction outputs from seldon server #122
How to Deploy our custom models on seldon-core #104
Create docs for available plugins #100
Custom model endpoints #96
Docker image missing for Iris classification #91
Add options to populate meta data in wrappers foreach API request #86
Add InputOutputTransformer predictive unit #85
Add Explainer as transformer component #84
Create wrapper for PyTorch models #82
Graph with epsilon greedy router sometimes fails on first request #80
Create integration testing script #73
Allow engine resource requests for engine to be configurable in proto definition for CRD #70
Create Concept Drift Alert Plugin #56
Create Outlier Detection Plugin #55
Create Multi-Armed Bandit Router Plugin(s) #54
Update docs for sklearn_iris_docker #52
Response should contain indication of which predictor was used #50
Add git hooks for validation of notebooks before commit #10
Update docs and examples to illustrate complex runtime graphs #1
Merged pull requests:
Update image names for openvino demo #442 (cliveseldon)
Fix bug in parsing boolean params in Python wrapper #441 (jklaise)
Update java wrapper version in docs #436 (cliveseldon)
Fix API Gateway Endpoint name #435 (cliveseldon)
Updates for openvino demo #431 (cliveseldon)
updated ensemble pipeline with OpenVINO component #430 (dtrawins)
Allow reusing containers in the inference graph #423 (jklaise)
Ambassador Update: Canary, Shadow, Header Based Routing #409 (cliveseldon)
Cluster Manager Cache Fix #408 (cliveseldon)
Add ability to fetch metadata from model and transformer components #407 (jklaise)
Fix api-tester not working via GRPC and Ambassador #405 (jklaise)
Fix s2i builder image local build to use latest Python source code #404 (jklaise)
setPredictorSpec is not needed anymore in EnginePredictor #401 (ro7m)
Fix engine resources setting and update docs #400 (cliveseldon)
Provide Ksonnet Analytics Package #399 (cliveseldon)
Allow JAEGER_AGENT_PORT env on default Jaeger configuration #397 (masroorhasan)
removing resttemplate setter from predictionService #393 (ro7m)
gRPC load balancing via Ambassador #390 (cliveseldon)
Update ngraph s2i image and remove torch from demo #386 (cliveseldon)
Add docs for parameters in components #381 (cliveseldon)
WIP: Update ksonnet to ensure 1.8 k8s compatibility #375 (cliveseldon)
Add @Timed to 2 main REST endpoint to readd prometheus metrics #372 (cliveseldon)
Update OpenVINO example for raw image bytes #370 (cliveseldon)
WIP: Train on Sagemaker, Deploy on Seldon Core #368 (cliveseldon)
Mistyped check causing NULL Pointer Exceptions with getNamespace function #366 (ro7m)
Fix URICache bug in engine #364 (cliveseldon)
release notes 0.2.5 #363 (cliveseldon)
Mlflow Example #359 (cliveseldon)
Initial Go Wrapper Example for Seldon Core #358 (cliveseldon)
Distributed Tracing, Profiling docs and OpenVINO Demo (WIP) #357 (cliveseldon)
Change mean_classifier to mock_classifier in tests and example for consistency #355 (cliveseldon)
Update CRDs to correct OpenAPISchema #354 (cliveseldon)
Update example models to use python package #351 (cliveseldon)
WIP: Update docs and examples to use Python package #348 (jklaise)
Enable support for using local Python binaries when wrapping components #332 (jklaise)
Update build scripts to use latest core builder image #313 (jklaise)
v0.2.5 (2018-12-16)¶
Closed issues:
initialDelaySeconds: 10 sec is not enough for some models #323
Bug: custom metrics for both children and parent components #322
Ambassador seldon deployment not registered #318
Allow user to disable Redis in seldon-core helm chart #304
grpc tensor convert not valid for python 2 #301
Ambassador #298
Create a python wrapper for COMBINER components #296
packaging for python microservice wrapper #293
Update to latest Spartakus image #291
Docker image “seldonio/seldon-core-s2i-python3” uses old Python 3.6 #288
Seldon cluster-manager k8s cluster wide operations #269
S2I hangs in example models when using minikube docker-env #253
Accessing custom metrics in our Python model #245
strData & binData not accepted by Python model microservice #225
Utilize latest /status endpoint for Custom Resources in k8s 1.11 #176
Investigate Nvidia’s TensorRT #121
Review status field for CRD #83
gitops demo #67
Update seldon-core/examples docs after move #35
Create wrapper for Spark standalone runtime models #24
Merged pull requests:
Update e2e tests and add Combiner to python wrappers #343 (cliveseldon)
Python wrapper update and openvino example #342 (cliveseldon)
Update S2I version in examples #338 (cliveseldon)
Cluster Wide Operator #334 (cliveseldon)
Fix bug in parent custom metrics #329 (cliveseldon)
ResNet Latency test #328 (cliveseldon)
Add serving doc #326 (cliveseldon)
Update docs for API examples and latest protos #325 (cliveseldon)
Allow further options for binary and tensors in prediction API #321 (cliveseldon)
Fix grpc tensor convert for python2 #317 (cliveseldon)
WIP: Custom metric tags #311 (cliveseldon)
fix status remove functionality in operator #300 (cliveseldon)
Fix storing of Gauge metrics #299 (cliveseldon)
Rolling Update Fixes #295 (cliveseldon)
Update java base images #292 (cliveseldon)
WIP: Create python 3.6 and 3.7 wrapper versions #290 (cliveseldon)
Custom Metrics #281 (cliveseldon)
v0.2.4 (2018-11-07)¶
Closed issues:
Specification of a Service Account #286
curl not found error #283
Allow ambassador from other namespace to access SeldonDeployment #279
Fix Github security vulnerabilities in dependencies #259
Feedback API not called when using Models #251
Allow JAVA OPTS for engine to be specified #249
ndarray greater than 15280 bytes #248
Prediction API get model version #244
SeldonDeployment creation strips out an empty “children” list field in the manifest #242
Mahalanobis Outlier Detector fails when batch is of size 1 #240
Seldon Core Operator defaulting causes issues with helm and ArgoCD #233
TensorFlow Serving as the Model microservice #226
Nodejs wrapper for javascript models #216
Environmental variable error #215
How do I increase timeout of sidecar seldon container? #196
update release script for pyhton3 #160
Ability to customize Ambassador configuration #120
Script to convert proto files and generate OpenAPI schema #9
OpenAPI spec for external and internal prediction APIs #6
Merged pull requests:
Add optional service account for engine #287 (cliveseldon)
Add missing curl to engine Dockerfile #285 (cliveseldon)
Allow ambassador from other namespace to access SeldonDeployment #280 (ChenyuanZ)
Faster protobuffer to numpy conversion in python wrapper #278 (cliveseldon)
Ensure cluster role has unique name #276 (cliveseldon)
fix api-tester not using oauth-key and oauth-secret args #275 (gsunner)
Update when status is set #273 (cliveseldon)
Add Open API Definitions #271 (cliveseldon)
Update Custom Resources via k8s /status endpoint if possible #270 (cliveseldon)
Update ambassador to 0.40.0 #265 (cliveseldon)
Add code coverage Jacoco to poms #264 (cliveseldon)
Fix vulnerability warnings with updates to engine and apife pom #263 (cliveseldon)
Add custom metrics proposal #261 (cliveseldon)
Intel Openvino Integration #260 (cliveseldon)
Sending Feedback to Models #254 (cliveseldon)
Engine java opts annotations and ambassador timeout annotation #250 (cliveseldon)
Update Ksonnet and Helm Charts #247 (cliveseldon)
Add requestPath to response meta data #246 (cliveseldon)
Fix outlier detection divide by zero and add initial mnist example (wip) #243 (cliveseldon)
Add example helm charts for inference graphs #239 (cliveseldon)
Fix for defaulting changing Custom Resource #238 (cliveseldon)
Nvidia Inference Server and Tensorflow Serving Model Proxies #234 (cliveseldon)
Update kubectl_demo_minikube_rbac.ipynb #232 (benoitbayol)
Update kubectl_demo_minikube_rbac.ipynb #230 (benoitbayol)
GRPC API for javascript models with Nodejs s2i wrapper #224 (SachinVarghese)
v0.2.3 (2018-09-17)¶
Closed issues:
R wrapper s2i environment documentation missing Model file extension #219
Provide example using ONNX via Intel nGraph for inference #214
how to explore grafana dashboard for seldon-core in web ui #209
APPLICATION FAILED TO START - Example python notebook (fx-market-predictor) #208
dev guide doc: develop/test changes locally? #202
Service orchestrator updated when surrounding deployment changed #199
UnknownHostException: seldon-deployment #194
grafana dashboard #192
Add image versions to all wrapper images #136
Status is not created in Custom Resource on initial create or update #74
Merged pull requests:
Update SeldonDeployment status for lifecycle conditions #223 (cliveseldon)
Update use of python wrappers to version 0.2 #222 (cliveseldon)
Support for ONNX exported models for inference #221 (cliveseldon)
Nodejs s2i wrapper for JavaScript models #218 (SachinVarghese)
Update seldon metrics #217 (cliveseldon)
fix oauth_port check in api-tester #213 (cliveseldon)
Add configurable timeouts for REST and gRPC #211 (cliveseldon)
Config circular bug #210 (cliveseldon)
Update for flatbuffers python wrappers #205 (cliveseldon)
Experimental Flatbuffers based protocol for python wrapper #204 (cliveseldon)
Change wrappers to be versioned and update examples and docs #201 (cliveseldon)
Update istio example notebook #200 (cliveseldon)
Allow Annotations to allow customizations #197 (cliveseldon)
Removed subtype from deployment example #195 (hanneshapke)
v0.2.2 (2018-07-18)¶
Merged pull requests:
Ksonnet update #191 (cliveseldon)
Remove ambassador role and rolebinding from helm script #190 (cliveseldon)
Update istio example #189 (cliveseldon)
Update maven goals to generate licences #188 (cliveseldon)
Istio updates #186 (cliveseldon)
v0.2.1 (2018-07-09)¶
Closed issues:
“/s2i/bin/assemble: line 59: 10 Killed” when using S2I to build PyTorch container #180
Getting timeout error using S2I to package PyTorch model #179
Make Operator Create CRD on StartUp #174
Merged pull requests:
Licences generation in poms #185 (cliveseldon)
Update api testing utils to allow shape parameter #184 (cliveseldon)
Ensure ambassador names are unique in resources created #182 (cliveseldon)
Remove Application from helm chart #181 (cliveseldon)
Updated Helm Chart and auto create of CRD #178 (cliveseldon)
v0.2.0 (2018-06-29)¶
Closed issues:
Merged pull requests:
Distributed deployment and Istio #173 (cliveseldon)
v0.1.8 (2018-06-27)¶
Closed issues:
Prediction analytics dashboard not capturing prediction API calls #168
Ambassador + Minikube doc needs to be updated per RBAC #165
configmap type volume gets mounted as EmptyDir #162
Java Wrapper H2OUtils doesn’t check type in NDArray proto message conversion #158
Release Java wrappers library 0.1.1 #157
Automate update of ksonnet versions in release process #132
Merged pull requests:
Remove java wrapper library from code base #172 (cliveseldon)
Remove nd4j and replace with oj matrix library #171 (cliveseldon)
Fix prometheus helm install #169 (cliveseldon)
Update notebooks for minikube and ambassador #166 (cliveseldon)
Updates to 0.1.1 wrapper. H2O fixes. #161 (cliveseldon)
add update to core.jsonnet when setting version #159 (gsunner)
v0.1.7 (2018-06-04)¶
Closed issues:
Quickstart problem #153
NameError: global name ‘ListValue’ is not defined #148
bad credentials error with get_token function #144
Make CRD Namespaced scoped #141
Create wrappers for Java based models #137
Update ksonnet prototypes for latest image version #130
Create demo notebook for Azure #129
Grafana Dashboard #109
Multiple helm seldon-core installs on separate namespaces fails #106
Merged pull requests:
Add install guide #156 (cliveseldon)
WIP : PySpark and PMML example #155 (cliveseldon)
Fix gRPC tests for wrappers and update sklearn iris example to show use #150 (cliveseldon)
Minikube RBAC updates and Notebooks for Model examples #147 (cliveseldon)
MNIST loadtest #143 (cliveseldon)
Openshift article on using s2i in seldon-core #140 (cliveseldon)
Java wrappers #138 (cliveseldon)
update ksonnet defaults to 0.1.6 #131 (cliveseldon)
Typos fix #128 (LevineHuang)
v0.1.6 (2018-03-29)¶
Closed issues:
Support RBAC by default #126
Engine requires images to have versions #117
hostPath
type volume gets mounted asemptyDir
#116Investigate OpenShift source-to-image for wrapping models #113
Add docs for analytics persistence #112
Issue in deployments of multiple models #103
Missing dependencies in notebooks/kubectl_demo_minikube.ipynb #101
Add usage metrics collector #99
Running test model on seldon core #90
Deploying seldon models to multiple namespaces #89
Generate load tests analytics #58
Create wrapper for R models #23
Merged pull requests:
Rbac fixes #127 (cliveseldon)
R wrappers #124 (cliveseldon)
Fix parsing of image version in engine #119 (cliveseldon)
S2i examples #118 (cliveseldon)
S2i integration #115 (cliveseldon)
change benchmark notebook name #111 (cliveseldon)
Benchmarking seldon-core #110 (cliveseldon)
55 outlier detection #105 (Maximophone)
Made notebooks compatible with python 3 #102 (Maximophone)
v0.1.5 (2018-02-19)¶
Closed issues:
Make CRD namespaced #95
Allow Helm deployment without API Front end #92
Support deployment of a Python 3 model #88
Create a Slack channel for project #43
Merged pull requests:
ksonnet updates for namespaces and RBAC #98 (cliveseldon)
Handle namespaced deployments #97 (cliveseldon)
88 python 3 compatibility #94 (Maximophone)
allow apife to be optional in helm install #93 (cliveseldon)
v0.1.4 (2018-02-05)¶
Closed issues:
Merged pull requests:
ksonnet notebook with Ambassador #81 (cliveseldon)
Ksonnet - initial integration #79 (cliveseldon)
54 epsilon greedy #78 (Maximophone)
v0.1.3 (2018-01-26)¶
Fixed bugs:
Insufficient cpu error when creating complex graphs #47
Closed issues:
Split Prometheus monitoring from seldon-core Helm Chart #69
Docs for how to deploy and CI/CD options #30
Merged pull requests:
Split Helm scripts into 3 - core, analytics and kafka #75 (cliveseldon)
add engine resources to proto and modify cluster manager #72 (cliveseldon)
57 wrapping auto docs #68 (Maximophone)
v0.1.2 (2018-01-23)¶
Closed issues:
Remove the cluster manager functionality that checks for “type” presence in predictive units graph #59
Change builds to use seldonio/core-builder:0.2 #48
Cluster manager stuck in an error loop after failed deployment #45
Quickstart in minikube has old resource spec for deployment #40
Bring seldon-core-examples into main project #33
Update travis integration for all builds #25
Update model wrapping docs and docker wrapping code #17
Links are broken on the following doc page #16
Merged pull requests:
Complex graphs #61 (Maximophone)
change validation to handle no method check #60 (cliveseldon)
update Quantity processing to allow non strings and catch exceptions in parsing protos #53 (cliveseldon)
Dockerize the entier wrapping process of building sklearn_iris example #51 (errordeveloper)
Fixed json deployment #42 (cliveseldon)
Updating minikube get started for newest version of the wrappers #41 (Maximophone)
helm yaml files updated for release script usage #39 (gsunner)
17 wrappers docs #37 (Maximophone)
Update to python wrapping: put the build and push docker image comman… #36 (Maximophone)
seldon-core-examples repo added to main project #34 (gsunner)
add CI/CD docs #32 (cliveseldon)
Update docs crd #29 (cliveseldon)
17 wrappers docs #28 (Maximophone)
17 wrappers update #27 (Maximophone)
v0.1.1 (2018-01-10)¶
Closed issues:
GRPC microservices fail kubernetes health and readiness checks #13
Update diagrams in docs to reflect latest version of the protos #7
Average Combiner broken in container #5
external gRPC client not updating when deployment removed and recreated #4
Cluster Manager failing to authenticate on GKE cluster #2
Merged pull requests:
Health checks grpc #19 (cliveseldon)
5 fix average combiner #14 (Maximophone)
Create CODE_OF_CONDUCT.md #12 (cliveseldon)
Grpc apife publish #8 (cliveseldon)
add RBAC serviceaccount #3 (cliveseldon)
v0.1.0 (2018-01-03)¶
This Changelog was automatically generated by github_changelog_generator.