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Release 1.11.0
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4 changes: 2 additions & 2 deletions README.md
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Expand Up @@ -60,7 +60,7 @@ We provide optimized model servers for some of the most popular Deep Learning an
You only have to upload your model binaries into your preferred object store, in this case we have a trained scikit-learn iris model in a Google bucket:

```console
gs://seldon-models/v1.11.0-dev/sklearn/iris/model.joblib
gs://seldon-models/v1.11.0/sklearn/iris/model.joblib
```

Create a namespace to run your model in:
Expand All @@ -83,7 +83,7 @@ spec:
predictors:
- graph:
implementation: SKLEARN_SERVER
modelUri: gs://seldon-models/v1.11.0-dev/sklearn/iris
modelUri: gs://seldon-models/v1.11.0/sklearn/iris
name: classifier
name: default
replicas: 1
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4 changes: 2 additions & 2 deletions components/alibi-detect-server/Dockerfile
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@@ -1,8 +1,8 @@
# TODO: Add to release script
FROM docker.io/seldonio/seldon-core-s2i-python37-ubi8:1.11.0-dev
FROM docker.io/seldonio/seldon-core-s2i-python37-ubi8:1.11.0
LABEL name="Seldon Alibi Detect Server" \
vendor="Seldon Technologies" \
version="1.11.0-dev" \
version="1.11.0" \
release="1" \
summary="Alibi Detect Server for Seldon Core" \
description="The Alibi Detect Server provides outlier, drift and adversarial detection services for Seldon Core"
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4 changes: 2 additions & 2 deletions components/alibi-explain-server/Dockerfile
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@@ -1,8 +1,8 @@
ARG VERSION
FROM seldonio/seldon-core-s2i-python37-ubi8:$VERSION
FROM seldonio/seldon-core-s2i-python37-ubi8:1.11.0
LABEL name="Seldon Alibi Wrapper" \
vendor="Seldon Technologies" \
version="1.11.0-dev" \
version="1.11.0" \
release="1" \
summary="Alibi Explainer Wrapper for Seldon Core" \
description="Allows Seldon Core inference models to run with a black box model explanation model from the Alibi:Explain project"
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2 changes: 1 addition & 1 deletion components/seldon-request-logger/Dockerfile
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@@ -1,7 +1,7 @@
FROM registry.access.redhat.com/ubi8/python-38
LABEL name="Seldon Request Logger" \
vendor="Seldon Technologies" \
version="1.11.0-dev" \
version="1.11.0" \
release="1" \
summary="The payload logger for Seldon Core" \
description="The Seldon Payload Logger allows request and response payloads from a Seldon Core inference graph to be processed and sent to an ELK endpoint"
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2 changes: 1 addition & 1 deletion components/storage-initializer/Dockerfile
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@@ -1,7 +1,7 @@
FROM registry.access.redhat.com/ubi8/python-36
LABEL name="Storage Initializer" \
vendor="Seldon Technologies" \
version="1.11.0-dev" \
version="1.11.0" \
release="1" \
summary="Storage Initializer for Seldon Core" \
description="Allows Seldon Core to download artifacts from cloud and local storage to a local volume"
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2 changes: 1 addition & 1 deletion doc/source/graph/protocols.md
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Expand Up @@ -66,7 +66,7 @@ spec:
- graph:
children: []
implementation: SKLEARN_SERVER
modelUri: gs://seldon-models/v1.11.0-dev/sklearn/iris
modelUri: gs://seldon-models/v1.11.0/sklearn/iris
name: classifier
parameters:
- name: method
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16 changes: 8 additions & 8 deletions doc/source/python/python_wrapping_s2i.md
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Expand Up @@ -17,7 +17,7 @@ If you are not familiar with s2i you can read [general instructions on using s2i
To check everything is working you can run

```bash
s2i usage seldonio/seldon-core-s2i-python3:1.11.0-dev
s2i usage seldonio/seldon-core-s2i-python3:1.11.0
```


Expand Down Expand Up @@ -98,22 +98,22 @@ See below for the possible keys and values for this file.
## Step 3 - Build your image
Use `s2i build` to create your Docker image from source code. You will need Docker installed on the machine and optionally git if your source code is in a public git repo. You can choose from three python builder images

* Python 3.6 : seldonio/seldon-core-s2i-python36:1.11.0-dev seldonio/seldon-core-s2i-python3:1.11.0-dev
* Python 3.6 : seldonio/seldon-core-s2i-python36:1.11.0 seldonio/seldon-core-s2i-python3:1.11.0
* Note there are [issues running TensorFlow under Python 3.7](https://github.com/tensorflow/tensorflow/issues/20444) (Nov 2018) and Python 3.7 is not officially supported by TensorFlow (Dec 2018).
* Python 3.6 plus ONNX support via [Intel nGraph](https://github.com/NervanaSystems/ngraph) : seldonio/seldon-core-s2i-python3-ngraph-onnx:0.1

Using s2i you can build directly from a git repo or from a local source folder. See the [s2i docs](https://github.com/openshift/source-to-image/blob/master/docs/cli.md#s2i-build) for further details. The general format is:

```bash
s2i build <src-folder> seldonio/seldon-core-s2i-python3:1.11.0-dev <my-image-name>
s2i build <src-folder> seldonio/seldon-core-s2i-python3:1.11.0 <my-image-name>
```

Change to seldonio/seldon-core-s2i-python3 if using python 3.

An example invocation using the test template model inside seldon-core:

```bash
s2i build https://github.com/seldonio/seldon-core.git --context-dir=wrappers/s2i/python/test/model-template-app seldonio/seldon-core-s2i-python3:1.11.0-dev seldon-core-template-model
s2i build https://github.com/seldonio/seldon-core.git --context-dir=wrappers/s2i/python/test/model-template-app seldonio/seldon-core-s2i-python3:1.11.0 seldon-core-template-model
```

The above s2i build invocation:
Expand All @@ -128,13 +128,13 @@ For building from a local source folder, an example where we clone the seldon-co
```bash
git clone https://github.com/seldonio/seldon-core.git
cd seldon-core
s2i build wrappers/s2i/python/test/model-template-app seldonio/seldon-core-s2i-python3:1.11.0-dev seldon-core-template-model
s2i build wrappers/s2i/python/test/model-template-app seldonio/seldon-core-s2i-python3:1.11.0 seldon-core-template-model
```

For more help see:

```bash
s2i usage seldonio/seldon-core-s2i-python3:1.11.0-dev
s2i usage seldonio/seldon-core-s2i-python3:1.11.0
s2i build --help
```

Expand Down Expand Up @@ -179,7 +179,7 @@ s2i build \
-e EXTRA_INDEX_URL=https://<pypi-user>:<pypi-auth>@mypypi.example.com/simple \
-e PIP_TRUSTED_HOST=mypypi.example.com \
<src-folder> \
seldonio/seldon-core-s2i-python3:1.11.0-dev \
seldonio/seldon-core-s2i-python3:1.11.0 \
<my-image-name>
```

Expand Down Expand Up @@ -271,7 +271,7 @@ The allowable `type` values for the parameters are defined in the [proto buffer
To use a private repository for installing Python dependencies use the following build command:

```bash
s2i build -i <python-wheel-folder>:/whl <src-folder> seldonio/seldon-core-s2i-python3:1.11.0-dev <my-image-name>
s2i build -i <python-wheel-folder>:/whl <src-folder> seldonio/seldon-core-s2i-python3:1.11.0 <my-image-name>
```

This command will look for local Python wheels in the `<python-wheel-folder>` and use these before searching PyPI.
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28 changes: 14 additions & 14 deletions doc/source/reference/images.md
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Expand Up @@ -5,44 +5,44 @@

| Description | Image URL | Stable Version | Development |
|-------------|-----------|----------------|-------------|
| [Seldon Operator](../workflow/install.md) | [seldonio/seldon-core-operator](https://hub.docker.com/r/seldonio/seldon-core-operator/tags/) | 1.10.0 | 1.11.0-dev |
| [Seldon Service Orchestrator (Go)](../graph/svcorch.md)| [seldonio/seldon-core-executor](https://hub.docker.com/r/seldonio/executor/tags/) | 1.10.0 | 1.11.0-dev |
| [Seldon Operator](../workflow/install.md) | [seldonio/seldon-core-operator](https://hub.docker.com/r/seldonio/seldon-core-operator/tags/) | 1.11.0 | 1.12.0-dev |
| [Seldon Service Orchestrator (Go)](../graph/svcorch.md)| [seldonio/seldon-core-executor](https://hub.docker.com/r/seldonio/executor/tags/) | 1.11.0 | 1.12.0-dev |

## Pre-packaged servers


| Description | Image URL | Version |
|-------------|-----------|---------|
| [MLFlow Server](../servers/mlflow.md) | [seldonio/mlflowserver](https://hub.docker.com/r/seldonio/mlflowserver/tags/) | 1.10.0 |
| [SKLearn Server](../servers/sklearn.md) | [seldonio/sklearnserver](https://hub.docker.com/r/seldonio/sklearnserver/tags/) | 1.10.0 |
| [XGBoost Server](../servers/xgboost.md) | [seldonio/xgboostserver](https://hub.docker.com/r/seldonio/xgboostserver/tags/) | 1.10.0 |
| [MLFlow Server](../servers/mlflow.md) | [seldonio/mlflowserver](https://hub.docker.com/r/seldonio/mlflowserver/tags/) | 1.11.0 |
| [SKLearn Server](../servers/sklearn.md) | [seldonio/sklearnserver](https://hub.docker.com/r/seldonio/sklearnserver/tags/) | 1.11.0 |
| [XGBoost Server](../servers/xgboost.md) | [seldonio/xgboostserver](https://hub.docker.com/r/seldonio/xgboostserver/tags/) | 1.11.0 |

## Language wrappers

| Description | Image URL | Stable Version | Development |
|-------------|-----------|----------------|-------------|
| [Seldon Python 3 (3.8) Wrapper for S2I](../python/python_wrapping_s2i.md) | [seldonio/seldon-core-s2i-python3](https://hub.docker.com/r/seldonio/seldon-core-s2i-python3/tags/) | 1.10.0 | 1.11.0-dev |
| [Seldon Python 3.6 Wrapper for S2I](../python/python_wrapping_s2i.md) | [seldonio/seldon-core-s2i-python36](https://hub.docker.com/r/seldonio/seldon-core-s2i-python36/tags/) | 1.10.0 | 1.11.0-dev |
| [Seldon Python 3.7 Wrapper for S2I](../python/python_wrapping_s2i.md) | [seldonio/seldon-core-s2i-python37](https://hub.docker.com/r/seldonio/seldon-core-s2i-python37/tags/) | 1.10.0 | 1.11.0-dev |
| [Seldon Python 3.8 Wrapper for S2I](../python/python_wrapping_s2i.md) | [seldonio/seldon-core-s2i-python38](https://hub.docker.com/r/seldonio/seldon-core-s2i-python38/tags/) | 1.10.0 | 1.11.0-dev |
| [Seldon Python 3.6 GPU Wrapper for S2I](../python/python_wrapping_s2i.md) | [seldonio/seldon-core-s2i-python36-gpu](https://hub.docker.com/r/seldonio/seldon-core-s2i-python36-gpu/tags/) | 1.10.0 | 1.11.0-dev |
| [Seldon Python 3.7 GPU Wrapper for S2I](../python/python_wrapping_s2i.md) | [seldonio/seldon-core-s2i-python37-gpu](https://hub.docker.com/r/seldonio/seldon-core-s2i-python37-gpu/tags/) | 1.10.0 | 1.11.0-dev |
| [Seldon Python 3.8 GPU Wrapper for S2I](../python/python_wrapping_s2i.md) | [seldonio/seldon-core-s2i-python38-gpu](https://hub.docker.com/r/seldonio/seldon-core-s2i-python38-gpu/tags/) | 1.10.0 | 1.11.0-dev |
| [Seldon Python 3 (3.7) Wrapper for S2I](../python/python_wrapping_s2i.md) | [seldonio/seldon-core-s2i-python3](https://hub.docker.com/r/seldonio/seldon-core-s2i-python3/tags/) | 1.11.0 | 1.12.0-dev |
| [Seldon Python 3.6 Wrapper for S2I](../python/python_wrapping_s2i.md) | [seldonio/seldon-core-s2i-python36](https://hub.docker.com/r/seldonio/seldon-core-s2i-python36/tags/) | 1.11.0 | 1.12.0-dev |
| [Seldon Python 3.7 Wrapper for S2I](../python/python_wrapping_s2i.md) | [seldonio/seldon-core-s2i-python37](https://hub.docker.com/r/seldonio/seldon-core-s2i-python37/tags/) | 1.11.0 | 1.12.0-dev |
| [Seldon Python 3.7 Wrapper for S2I](../python/python_wrapping_s2i.md) | [seldonio/seldon-core-s2i-python38](https://hub.docker.com/r/seldonio/seldon-core-s2i-python38/tags/) | | 1.12.0-dev |
| [Seldon Python 3.6 GPU Wrapper for S2I](../python/python_wrapping_s2i.md) | [seldonio/seldon-core-s2i-python36-gpu](https://hub.docker.com/r/seldonio/seldon-core-s2i-python36-gpu/tags/) | 1.11.0 | 1.12.0-dev |
| [Seldon Python 3.7 GPU Wrapper for S2I](../python/python_wrapping_s2i.md) | [seldonio/seldon-core-s2i-python37-gpu](https://hub.docker.com/r/seldonio/seldon-core-s2i-python37-gpu/tags/) | 1.11.0 | 1.12.0-dev |
| [Seldon Python 3.8 GPU Wrapper for S2I](../python/python_wrapping_s2i.md) | [seldonio/seldon-core-s2i-python38-gpu](https://hub.docker.com/r/seldonio/seldon-core-s2i-python38-gpu/tags/) | | 1.12.0-dev |

## Server proxies

| Description | Image URL | Stable Version |
|-------------|-----------|----------------|
| [NVIDIA inference server proxy](integration_nvidia_link.rst) | [seldonio/nvidia-inference-server-proxy](https://hub.docker.com/r/seldonio/nvidia-inference-server-proxy/tags/) | 0.1 |
| [SageMaker proxy](https://github.com/SeldonIO/seldon-core/tree/master/integrations/sagemaker) | [seldonio/sagemaker-proxy](https://hub.docker.com/r/seldonio/sagemaker-proxy/tags/) | 0.1 |
| [Tensorflow Serving proxy](../servers/tensorflow.md) | [seldonio/tfserving-proxy](https://hub.docker.com/r/seldonio/tfserving-proxy/tags/) | 1.10.0 |
| [Tensorflow Serving proxy](../servers/tensorflow.md) | [seldonio/tfserving-proxy](https://hub.docker.com/r/seldonio/tfserving-proxy/tags/) | 1.11.0 |


## Python modules

| Description | Python Version | Version |
|-------------|----------------|---------|
| [seldon-core](https://pypi.org/project/seldon-core/) | >3.4,<3.9 | 1.10.0 |
| [seldon-core](https://pypi.org/project/seldon-core/) | >3.4,<3.9 | 1.11.0 |
| [seldon-core](https://pypi.org/project/seldon-core/) | 2,>=3,<3.7 | 0.2.6 (deprecated) |


Expand Down
2 changes: 1 addition & 1 deletion doc/source/reference/upgrading.md
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Expand Up @@ -38,7 +38,7 @@ In Seldon Core 1.8 the rclone-based [storage initializer](https://github.com/Sel
The storage initailizer image that is being used is controlled by the helm value:
```yaml
storageInitializer:
image: seldonio/rclone-storage-initializer:1.11.0-dev
image: seldonio/rclone-storage-initializer:1.11.0
```
and can be customised on per-deployment basis as described in [Prepackaged Model Servers](../servers/overview.md) documentation by setting value of `storageInitializerImage` variable in the graph definition.

Expand Down
4 changes: 2 additions & 2 deletions doc/source/rollouts/abtests.md
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Expand Up @@ -46,7 +46,7 @@ spec:
traffic: 100
graph:
name: classifier
modelUri: gs://seldon-models/v1.11.0-dev/sklearn/iris
modelUri: gs://seldon-models/v1.11.0/sklearn/iris
implementation: SKLEARN_SERVER
- name: candidate
traffic: 0
Expand Down Expand Up @@ -360,7 +360,7 @@ spec:
- name: default
graph:
name: classifier
modelUri: gs://seldon-models/v1.11.0-dev/sklearn/iris
modelUri: gs://seldon-models/v1.11.0/sklearn/iris
implementation: SKLEARN_SERVER
```
Expand Down
4 changes: 2 additions & 2 deletions doc/source/servers/kfserving-storage-initializer.md
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Expand Up @@ -8,7 +8,7 @@ storageInitializer:
image: gcr.io/kfserving/storage-initializer:v0.4.0
```
> :warning: **NOTE:** Current default storage initializer is `seldonio/rclone-storage-initializer:1.11.0-dev` is described [here](./overview.md).
> :warning: **NOTE:** Current default storage initializer is `seldonio/rclone-storage-initializer:1.11.0` is described [here](./overview.md).


When `kfserving/storage-initializer` is used `modeluri` supports the following four object storage providers:
Expand Down Expand Up @@ -182,7 +182,7 @@ spec:
- graph:
children: []
implementation: SKLEARN_SERVER
modelUri: gs://seldon-models/v1.11.0-dev/sklearn/iris
modelUri: gs://seldon-models/v1.11.0/sklearn/iris
serviceAccountName: user-gcp-sa
name: classifier
name: default
Expand Down
10 changes: 5 additions & 5 deletions doc/source/servers/overview.md
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Expand Up @@ -22,7 +22,7 @@ spec:
graph:
name: classifier
implementation: SKLEARN_SERVER
modelUri: gs://seldon-models/v1.11.0-dev/sklearn/iris
modelUri: gs://seldon-models/v1.11.0/sklearn/iris
```
By default only public models published to Google Cloud Storage will be accessible.
Expand All @@ -36,7 +36,7 @@ Seldon Core uses [Init Containers](https://kubernetes.io/docs/concepts/workloads

```yaml
storageInitializer:
image: seldonio/rclone-storage-initializer:1.11.0-dev
image: seldonio/rclone-storage-initializer:1.11.0
```
in our default [helm values](../charts/seldon-core-operator.html#values).
See the [Dockerfile](https://github.com/SeldonIO/seldon-core/blob/master/components/rclone-storage-initializer/Dockerfile
Expand Down Expand Up @@ -81,7 +81,7 @@ spec:
initContainers:
- name: classifier-model-initializer
image: seldonio/rclone-storage-initializer:1.11.0-dev
image: seldonio/rclone-storage-initializer:1.11.0
imagePullPolicy: IfNotPresent
args:
- "s3://sklearn/iris"
Expand Down Expand Up @@ -132,7 +132,7 @@ spec:
name: classifier
implementation: SKLEARN_SERVER
modelUri: s3://sklearn/iris
storageInitializerImage: seldonio/rclone-storage-initializer:1.11.0-dev # Specify custom image here
storageInitializerImage: seldonio/rclone-storage-initializer:1.11.0 # Specify custom image here
envSecretRefName: seldon-init-container-secret # Specify custom secret here
```
Note that image and secret used by Storage Initializer can be customised per-deployment.
Expand Down Expand Up @@ -162,7 +162,7 @@ spec:
graph:
name: classifier
implementation: SKLEARN_SERVER
modelUri: gs://seldon-models/v1.11.0-dev/sklearn/iris
modelUri: gs://seldon-models/v1.11.0/sklearn/iris
```

The image name and other details will be added when this is deployed automatically.
Expand Down
8 changes: 4 additions & 4 deletions doc/source/servers/sklearn.md
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Expand Up @@ -40,7 +40,7 @@ spec:
- graph:
children: []
implementation: SKLEARN_SERVER
modelUri: gs://seldon-models/v1.11.0-dev/sklearn/iris
modelUri: gs://seldon-models/v1.11.0/sklearn/iris
name: classifier
name: default
replicas: 1
Expand Down Expand Up @@ -68,7 +68,7 @@ spec:
- graph:
children: []
implementation: SKLEARN_SERVER
modelUri: gs://seldon-models/v1.11.0-dev/sklearn/iris
modelUri: gs://seldon-models/v1.11.0/sklearn/iris
name: classifier
parameters:
- name: method
Expand Down Expand Up @@ -111,7 +111,7 @@ spec:
- graph:
children: []
implementation: SKLEARN_SERVER
modelUri: gs://seldon-models/v1.11.0-dev/sklearn/iris
modelUri: gs://seldon-models/v1.11.0/sklearn/iris
name: classifier
parameters:
- name: method
Expand Down Expand Up @@ -159,7 +159,7 @@ spec:
graph:
children: []
implementation: SKLEARN_SERVER
modelUri: gs://seldon-models/v1.11.0-dev/sklearn/iris
modelUri: gs://seldon-models/v1.11.0/sklearn/iris
name: classifier
name: default
replicas: 1
Expand Down
2 changes: 1 addition & 1 deletion doc/source/workflow/overview.md
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Expand Up @@ -111,7 +111,7 @@ To complete containerisation process you need two more components:

Once these are in place you can use a simple s2i command
```bash
s2i build . seldonio/seldon-core-s2i-python3:1.11.0-dev model:0.1
s2i build . seldonio/seldon-core-s2i-python3:1.11.0 model:0.1
```
to create ready to use Docker image.

Expand Down
8 changes: 4 additions & 4 deletions doc/source/workflow/quickstart.md
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Expand Up @@ -82,9 +82,9 @@ You can upload your models into any of the object stores supported by our pre-pa
For simplicity we have already uploaded it to the bucket so you can just proceed to the next step and run your model on Seldon Core.

```console
$ gsutil cp model.joblib gs://seldon-models/v1.11.0-dev/sklearn/iris/model.joblib
$ gsutil cp model.joblib gs://seldon-models/v1.11.0/sklearn/iris/model.joblib

[ Saved into gs://seldon-models/v1.11.0-dev/sklearn/iris/model.joblib ]
[ Saved into gs://seldon-models/v1.11.0/sklearn/iris/model.joblib ]
```

**3. Deploy to Seldon Core in Kubernetes**
Expand All @@ -103,7 +103,7 @@ spec:
predictors:
- graph:
implementation: SKLEARN_SERVER
modelUri: gs://seldon-models/v1.11.0-dev/sklearn/iris
modelUri: gs://seldon-models/v1.11.0/sklearn/iris
name: classifier
name: default
replicas: 1
Expand Down Expand Up @@ -217,7 +217,7 @@ Now we can use the Seldon Core utilities to convert our python class into a full
The result below is a container with the name `sklearn_iris` and the tag `0.1` which we will be able to deploy using Seldon Core.

```console
s2i build . seldonio/seldon-core-s2i-python3:1.11.0-dev sklearn_iris:0.1
s2i build . seldonio/seldon-core-s2i-python3:1.11.0 sklearn_iris:0.1
```

**5. Deploy to Kubernetes**
Expand Down
2 changes: 1 addition & 1 deletion engine/Dockerfile.redhat
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Expand Up @@ -14,7 +14,7 @@ RUN yum install -y java-11-openjdk.x86_64
RUN yum -y update-minimal --security --sec-severity=Important --sec-severity=Critical
LABEL name="Seldon Engine" \
vendor="Seldon Technologies" \
version="1.11.0-dev" \
version="1.11.0" \
release="1" \
summary="The Seldon Engine that is deployed for each model to handle the data flow of each ML computational graph." \
description="The Seldon Engine that is deployed for each model to handle the data flow of each ML computational graph."
Expand Down
2 changes: 1 addition & 1 deletion engine/pom.xml
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Expand Up @@ -10,7 +10,7 @@ xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xs
</parent>
<groupId>io.seldon.engine</groupId>
<artifactId>seldon-engine</artifactId>
<version>1.11.0-dev</version>
<version>1.11.0</version>
<packaging>jar</packaging>
<name>engine</name>
<url>http://maven.apache.org</url>
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Original file line number Diff line number Diff line change
Expand Up @@ -19,7 +19,7 @@ seldonDeployment:
# Prepackaged model server to use [see https://docs.seldon.io/projects/seldon-core/en/latest/servers/overview.html]
server: SKLEARN_SERVER
# The URL for the model that is to be used
modelUri: gs://seldon-models/v1.11.0-dev/sklearn/iris
modelUri: gs://seldon-models/v1.11.0/sklearn/iris
# The number of seldon deployment replicas to launch
replicas: 2
# Waiting time before checks for deployment to ensure kubernetes cluster registers create
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2 changes: 1 addition & 1 deletion examples/batch/hdfs-argo-workflows/deployment.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,7 @@ spec:
- graph:
children: []
implementation: SKLEARN_SERVER
modelUri: gs://seldon-models/v1.11.0-dev/sklearn/iris
modelUri: gs://seldon-models/v1.11.0/sklearn/iris
name: classifier
logger:
mode: all
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