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Releases: SeldonIO/seldon-core

v0.5.1

21 Nov 10:55
@gsunner gsunner
v0.5.1
43b1fcc
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v0.5.1

Changelog

v0.5.1 (2019-11-21)

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Fixed bugs:

  • Operator crash if one container in pod not created properly #1104
  • MLFLOW_SERVER ModuleNotFoundError #828

Security fixes:

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:

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v0.5.0

01 Nov 11:49
@gsunner gsunner
v0.5.0
9457313
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v0.5.0

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)
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v0.4.1

19 Sep 13:34
@gsunner gsunner
v0.4.1
e7585bb
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v0.4.1

v0.4.1 (2019-09-19)

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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](https://github.com/SeldonIO/seldon-core...
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v0.4.0

16 Aug 09:28
@gsunner gsunner
v0.4.0
daa7935
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v0.4.0

v0.4.0 (2019-08-15)

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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
  • installing sdep straight after operator seems not fully reliable #669
  • 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:

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v0.3.1

28 Jun 11:05
@gsunner gsunner
v0.3.1
8450de8
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v0.3.1

Change Log

v0.3.1 (2019-06-28)

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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:

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v0.3.0

05 Jun 11:08
@gsunner gsunner
v0.3.0
1104561
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v0.3.0

Change Log

v0.3.0 (2019-06-05)

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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:

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v0.2.7

29 Apr 11:32
@gsunner gsunner
v0.2.7
badd86b
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v0.2.7

Change Log

v0.2.7 (2019-04-29)

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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:

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v0.2.6

22 Feb 10:41
@gsunner gsunner
v0.2.6
058fe7a
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v0.2.6

Change Log

v0.2.6 (2019-02-22)

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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 to seldon-container-engine sidecar #398
  • Expose 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" #333
  • S2i 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\(\) #297
  • Update 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:

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v0.2.5

16 Dec 17:21
@ukclivecox ukclivecox
v0.2.5
fca2cfd
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v0.2.5

Change Log

v0.2.5 (2018-12-16)

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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:

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v0.2.4

07 Nov 15:04
@gsunner gsunner
v0.2.4
ec16b42
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v0.2.4

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:

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