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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-ubi8:1.11.1
FROM docker.io/seldonio/seldon-core-s2i-python37-ubi8:1.11.2
LABEL name="Seldon Alibi Detect Server" \
vendor="Seldon Technologies" \
version="1.11.1" \
version="1.11.2" \
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-ubi8:1.11.1
FROM seldonio/seldon-core-s2i-python37-ubi8:1.11.2
LABEL name="Seldon Alibi Wrapper" \
vendor="Seldon Technologies" \
version="1.11.1" \
version="1.11.2" \
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="1.11.1" \
version="1.11.2" \
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="1.11.1" \
version="1.11.2" \
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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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-python3:1.11.1
s2i usage seldonio/seldon-core-s2i-python3:1.11.2
```


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-python36:1.11.1 seldonio/seldon-core-s2i-python3:1.11.1
* Python 3.6 : seldonio/seldon-core-s2i-python36:1.11.2 seldonio/seldon-core-s2i-python3:1.11.2
* 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-python3:1.11.1 <my-image-name>
s2i build <src-folder> seldonio/seldon-core-s2i-python3:1.11.2 <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-python3:1.11.1 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-python3:1.11.2 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-python3:1.11.1 seldon-core-template-model
s2i build wrappers/s2i/python/test/model-template-app seldonio/seldon-core-s2i-python3:1.11.2 seldon-core-template-model
```

For more help see:

```bash
s2i usage seldonio/seldon-core-s2i-python3:1.11.1
s2i usage seldonio/seldon-core-s2i-python3:1.11.2
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-python3:1.11.1 \
seldonio/seldon-core-s2i-python3:1.11.2 \
<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-python3:1.11.1 <my-image-name>
s2i build -i <python-wheel-folder>:/whl <src-folder> seldonio/seldon-core-s2i-python3:1.11.2 <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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24 changes: 12 additions & 12 deletions doc/source/reference/images.md
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Expand Up @@ -5,28 +5,28 @@

| 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/) | 1.11.1 | 1.12.0-dev |
| [Seldon Service Orchestrator (Go)](../graph/svcorch.md)| [seldonio/seldon-core-executor](https://hub.docker.com/r/seldonio/executor/tags/) | 1.11.1 | 1.12.0-dev |
| [Seldon Operator](../workflow/install.md) | [seldonio/seldon-core-operator](https://hub.docker.com/r/seldonio/seldon-core-operator/tags/) | 1.11.2 | 1.12.0-dev |
| [Seldon Service Orchestrator (Go)](../graph/svcorch.md)| [seldonio/seldon-core-executor](https://hub.docker.com/r/seldonio/executor/tags/) | 1.11.2 | 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/) | 1.11.1 |
| [SKLearn Server](../servers/sklearn.md) | [seldonio/sklearnserver](https://hub.docker.com/r/seldonio/sklearnserver/tags/) | 1.11.1 |
| [XGBoost Server](../servers/xgboost.md) | [seldonio/xgboostserver](https://hub.docker.com/r/seldonio/xgboostserver/tags/) | 1.11.1 |
| [MLFlow Server](../servers/mlflow.md) | [seldonio/mlflowserver](https://hub.docker.com/r/seldonio/mlflowserver/tags/) | 1.11.2 |
| [SKLearn Server](../servers/sklearn.md) | [seldonio/sklearnserver](https://hub.docker.com/r/seldonio/sklearnserver/tags/) | 1.11.2 |
| [XGBoost Server](../servers/xgboost.md) | [seldonio/xgboostserver](https://hub.docker.com/r/seldonio/xgboostserver/tags/) | 1.11.2 |

## Language wrappers

| Description | Image URL | Stable Version | Development |
|-------------|-----------|----------------|-------------|
| [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/) | 1.11.1 | 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/) | 1.11.1 | 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/) | 1.11.1 | 1.12.0-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/) | 1.11.2 | 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/) | 1.11.2 | 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/) | 1.11.2 | 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/) | 1.11.1 | 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/) | 1.11.1 | 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/) | 1.11.2 | 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/) | 1.11.2 | 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
Expand All @@ -35,14 +35,14 @@
|-------------|-----------|----------------|
| [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/) | 1.11.1 |
| [Tensorflow Serving proxy](../servers/tensorflow.md) | [seldonio/tfserving-proxy](https://hub.docker.com/r/seldonio/tfserving-proxy/tags/) | 1.11.2 |


## Python modules

| Description | Python Version | Version |
|-------------|----------------|---------|
| [seldon-core](https://pypi.org/project/seldon-core/) | >3.4,<3.9 | 1.11.1 |
| [seldon-core](https://pypi.org/project/seldon-core/) | >3.4,<3.9 | 1.11.2 |
| [seldon-core](https://pypi.org/project/seldon-core/) | 2,>=3,<3.7 | 0.2.6 (deprecated) |


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2 changes: 1 addition & 1 deletion doc/source/reference/upgrading.md
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Expand Up @@ -30,7 +30,7 @@ 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:1.11.1
image: seldonio/rclone-storage-initializer:1.11.2
```
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.

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2 changes: 1 addition & 1 deletion 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:1.11.1` is described [here](./overview.md).
> :warning: **NOTE:** Current default storage initializer is `seldonio/rclone-storage-initializer:1.11.2` is described [here](./overview.md).


When `kfserving/storage-initializer` is used `modeluri` supports the following four object storage providers:
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6 changes: 3 additions & 3 deletions doc/source/servers/overview.md
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Expand Up @@ -36,7 +36,7 @@ Seldon Core uses [Init Containers](https://kubernetes.io/docs/concepts/workloads

```yaml
storageInitializer:
image: seldonio/rclone-storage-initializer:1.11.1
image: seldonio/rclone-storage-initializer:1.11.2
```
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:1.11.1
image: seldonio/rclone-storage-initializer:1.11.2
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:1.11.1 # Specify custom image here
storageInitializerImage: seldonio/rclone-storage-initializer:1.11.2 # 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.
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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-python3:1.11.1 model:0.1
s2i build . seldonio/seldon-core-s2i-python3:1.11.2 model:0.1
```
to create ready to use Docker image.

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2 changes: 1 addition & 1 deletion doc/source/workflow/quickstart.md
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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-python3:1.11.1 sklearn_iris:0.1
s2i build . seldonio/seldon-core-s2i-python3:1.11.2 sklearn_iris:0.1
```

**5. Deploy to Kubernetes**
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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="1.11.1" \
version="1.11.2" \
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."
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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>1.11.1</version>
<version>1.11.2</version>
<packaging>jar</packaging>
<name>engine</name>
<url>http://maven.apache.org</url>
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2 changes: 1 addition & 1 deletion examples/batch/hdfs-argo-workflows/hdfs-batch.ipynb
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Expand Up @@ -536,7 +536,7 @@
"\n",
" - name: process-batch-inputs\n",
" container:\n",
" image: seldonio/seldon-core-s2i-python37:1.11.1\n",
" image: seldonio/seldon-core-s2i-python37:1.11.2\n",
"\n",
" volumeMounts:\n",
" - mountPath: /assets\n",
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2 changes: 1 addition & 1 deletion examples/batch/kubeflow-pipelines-batch/README.ipynb
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Expand Up @@ -284,7 +284,7 @@
"\n",
" batch_process_step = dsl.ContainerOp(\n",
" name='data_downloader',\n",
" image='seldonio/seldon-core-s2i-python37:1.11.1 command=\"seldon-batch-processor\",\n",
" image='seldonio/seldon-core-s2i-python37:1.11.2 command=\"seldon-batch-processor\",\n",
" arguments=[\n",
" \"--deployment-name\", \"{{workflow.name}}\",\n",
" \"--namespace\", namespace,\n",
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Expand Up @@ -494,7 +494,7 @@
],
"source": [
"%%bash\n",
"SELDON_BASE_WRAPPER=\"seldonio/seldon-core-s2i-python36:1.11.1
"SELDON_BASE_WRAPPER=\"seldonio/seldon-core-s2i-python36:1.11.2
"s2i build src/. $SELDON_BASE_WRAPPER sklearn-server:0.1 \\\n",
" --environment-file src/seldon_model.conf"
]
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Expand Up @@ -494,7 +494,7 @@
],
"source": [
"%%bash\n",
"SELDON_BASE_WRAPPER=\"seldonio/seldon-core-s2i-python36:1.11.1
"SELDON_BASE_WRAPPER=\"seldonio/seldon-core-s2i-python36:1.11.2
"s2i build src/. $SELDON_BASE_WRAPPER sklearn-server:0.1 \\\n",
" --environment-file src/seldon_model.conf"
]
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Original file line number Diff line number Diff line change
Expand Up @@ -3,13 +3,13 @@ FOLDER=torchserver
IMAGE_BASE=seldonio/${FOLDER}

build_rest:
s2i build -E environment_rest ./${FOLDER} seldonio/seldon-core-s2i-python37:1.11.1 ${IMAGE_BASE}_rest:${VERSION}
s2i build -E environment_rest ./${FOLDER} seldonio/seldon-core-s2i-python37:1.11.2 ${IMAGE_BASE}_rest:${VERSION}

push_rest:
docker push ${IMAGE_BASE}_rest:${VERSION}

build_grpc:
s2i build -E environment_grpc ./${FOLDER} seldonio/seldon-core-s2i-python37:1.11.1 ${IMAGE_BASE}_grpc:${VERSION}
s2i build -E environment_grpc ./${FOLDER} seldonio/seldon-core-s2i-python37:1.11.2 ${IMAGE_BASE}_grpc:${VERSION}

push_grpc:
docker push ${IMAGE_BASE}_grpc:${VERSION}
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Original file line number Diff line number Diff line change
Expand Up @@ -89,7 +89,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"s2i build -E environment_rest ./sklearnserver seldonio/seldon-core-s2i-python37:1.11.1 seldonio/sklearnserver_rest:0.1\n",
"s2i build -E environment_rest ./sklearnserver seldonio/seldon-core-s2i-python37:1.11.2 seldonio/sklearnserver_rest:0.1\n",
"---> Installing application source...\n",
"---> Installing dependencies ...\n",
"Looking in links: /whl\n",
Expand Down Expand Up @@ -284,7 +284,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"s2i build -E environment_grpc ./sklearnserver seldonio/seldon-core-s2i-python37:1.11.1 seldonio/sklearnserver_grpc:0.1\n",
"s2i build -E environment_grpc ./sklearnserver seldonio/seldon-core-s2i-python37:1.11.2 seldonio/sklearnserver_grpc:0.1\n",
"---> Installing application source...\n",
"---> Installing dependencies ...\n",
"Looking in links: /whl\n",
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Original file line number Diff line number Diff line change
Expand Up @@ -494,7 +494,7 @@
],
"source": [
"%%bash\n",
"SELDON_BASE_WRAPPER=\"seldonio/seldon-core-s2i-python36:1.11.1
"SELDON_BASE_WRAPPER=\"seldonio/seldon-core-s2i-python36:1.11.2
"s2i build src/. $SELDON_BASE_WRAPPER sklearn-server:0.1 \\\n",
" --environment-file src/seldon_model.conf"
]
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Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@ IMAGE_VERSION=0.3
IMAGE_NAME=docker.io/seldonio/imagenet-transformer

build:
s2i build -E environment . seldonio/seldon-core-s2i-python36:1.11.1 $(IMAGE_NAME):$(IMAGE_VERSION)
s2i build -E environment . seldonio/seldon-core-s2i-python36:1.11.2 $(IMAGE_NAME):$(IMAGE_VERSION)

push_to_dockerhub:
docker push $(IMAGE_NAME):$(IMAGE_VERSION)
2 changes: 1 addition & 1 deletion examples/feedback/reward-accuracy/README.ipynb
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Expand Up @@ -264,7 +264,7 @@
}
],
"source": [
"!s2i build . seldonio/seldon-core-s2i-python37:1.11.1 metrics_model:0.1 \\\n",
"!s2i build . seldonio/seldon-core-s2i-python37:1.11.2 metrics_model:0.1 \\\n",
" --env MODEL_NAME=\"MetricsModel\" --env API_TYPE=REST --env SERVICE_TYPE=MODEL --env PERSISTENCE=0"
]
},
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4 changes: 2 additions & 2 deletions examples/kubeflow/kubeflow_seldon_e2e_pipeline.ipynb
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Expand Up @@ -305,7 +305,7 @@
"text": [
"#!/bin/bash\n",
"\n",
"s2i build . seldonio/seldon-core-s2i-python3:1.11.1 clean_text_transformer:0.1\n",
"s2i build . seldonio/seldon-core-s2i-python3:1.11.2 clean_text_transformer:0.1\n",
"\n"
]
}
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"ERROR: No matching distribution found for en-core-web-sm==2.3.1 (from -r requirements.txt (line 5))\n",
"WARNING: Url '/whl' is ignored. It is either a non-existing path or lacks a specific scheme.\n",
"Build failed\n",
"ERROR: An error occurred: non-zero (13) exit code from seldonio/seldon-core-s2i-python37:1.11.1\n",
"ERROR: An error occurred: non-zero (13) exit code from seldonio/seldon-core-s2i-python37:1.11.2\n",
"---> Installing application source...\n",
"---> Installing dependencies ...\n",
"Looking in links: /whl\n",
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Original file line number Diff line number Diff line change
Expand Up @@ -288,7 +288,7 @@
}
],
"source": [
"!s2i build . seldonio/seldon-core-s2i-python36:1.11.1 deep-mnist:0.1"
"!s2i build . seldonio/seldon-core-s2i-python36:1.11.2 deep-mnist:0.1"
]
},
{
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Original file line number Diff line number Diff line change
Expand Up @@ -185,7 +185,7 @@
}
],
"source": [
"!s2i build . seldonio/seldon-core-s2i-python36:1.11.1 deep-mnist:0.1"
"!s2i build . seldonio/seldon-core-s2i-python36:1.11.2 deep-mnist:0.1"
]
},
{
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Original file line number Diff line number Diff line change
Expand Up @@ -218,7 +218,7 @@
}
],
"source": [
"!s2i build . seldonio/seldon-core-s2i-python36:1.11.1 deep-mnist:0.1"
"!s2i build . seldonio/seldon-core-s2i-python36:1.11.2 deep-mnist:0.1"
]
},
{
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