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Update version to 0.9.0
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README.md

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Cortex is an open source platform that takes machine learning models—trained with nearly any framework—and turns them into production web APIs in one command. <br>
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<!-- Delete on release branches -->
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<!-- CORTEX_VERSION_README_MINOR x1 -->
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[install](https://www.cortex.dev/install)[docs](https://www.cortex.dev)[examples](https://github.com/cortexlabs/cortex/tree/0.8/examples)[we're hiring](https://angel.co/cortex-labs-inc/jobs)[email us](mailto:[email protected])[chat with us](https://gitter.im/cortexlabs/cortex)<br><br>
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<!-- Set header Cache-Control=no-cache on the S3 object metadata (see https://help.github.com/en/articles/about-anonymized-image-urls) -->
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![Demo](https://cortex-public.s3-us-west-2.amazonaws.com/demo/gif/v0.8.gif)<br>
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### Step 1: Configure your deployment
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<!-- CORTEX_VERSION_README_MINOR -->
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Define a `deployment` and an `api` resource. A `deployment` specifies a set of APIs that are deployed together. An `api` makes a model available as a web service that can serve real-time predictions. The configuration below will download the model from the `cortex-examples` S3 bucket. You can run the code that generated the model [here](https://colab.research.google.com/github/cortexlabs/cortex/blob/0.8/examples/text-generator/gpt-2.ipynb).
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Define a `deployment` and an `api` resource. A `deployment` specifies a set of APIs that are deployed together. An `api` makes a model available as a web service that can serve real-time predictions. The configuration below will download the model from the `cortex-examples` S3 bucket. You can run the code that generated the model [here](https://colab.research.google.com/github/cortexlabs/cortex/blob/0.9/examples/text-generator/gpt-2.ipynb).
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```yaml
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# cortex.yaml
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## More examples
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<!-- CORTEX_VERSION_README_MINOR x3 -->
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- [Iris classification](https://github.com/cortexlabs/cortex/tree/0.8/examples/iris-classifier)
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- [Iris classification](https://github.com/cortexlabs/cortex/tree/0.9/examples/iris-classifier)
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- [Sentiment analysis](https://github.com/cortexlabs/cortex/tree/0.8/examples/sentiment-analysis) with BERT
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- [Sentiment analysis](https://github.com/cortexlabs/cortex/tree/0.9/examples/sentiment-analysis) with BERT
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- [Image classification](https://github.com/cortexlabs/cortex/tree/0.8/examples/image-classifier) with Inception v3 and AlexNet
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- [Image classification](https://github.com/cortexlabs/cortex/tree/0.9/examples/image-classifier) with Inception v3 and AlexNet
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<br>
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build/build-image.sh

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ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")"/.. >/dev/null && pwd)"
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CORTEX_VERSION=master
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CORTEX_VERSION=0.9.0
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dir=$1
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image=$2

build/cli.sh

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ROOT="$(cd "$(dirname "${BASH_SOURCE[0]}")"/.. >/dev/null && pwd)"
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CORTEX_VERSION=master
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CORTEX_VERSION=0.9.0
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arg1=${1:-""}
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upload="false"

build/push-image.sh

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set -euo pipefail
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CORTEX_VERSION=master
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CORTEX_VERSION=0.9.0
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image=$1
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cortex.sh

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### CONFIGURATION ###
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#####################
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export CORTEX_VERSION_BRANCH_STABLE=master
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export CORTEX_VERSION_BRANCH_STABLE=0.9.0
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export CORTEX_CONFIG="${CORTEX_CONFIG:-""}"
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if [ "$CORTEX_CONFIG" != "" ]; then

docs/cluster/config.md

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export CORTEX_NODES_MAX=5
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# Image paths
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export CORTEX_IMAGE_MANAGER="cortexlabs/manager:master"
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export CORTEX_IMAGE_FLUENTD="cortexlabs/fluentd:master"
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export CORTEX_IMAGE_STATSD="cortexlabs/statsd:master"
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export CORTEX_IMAGE_OPERATOR="cortexlabs/operator:master"
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export CORTEX_IMAGE_TF_SERVE="cortexlabs/tf-serve:master"
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export CORTEX_IMAGE_TF_API="cortexlabs/tf-api:master"
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export CORTEX_IMAGE_TF_SERVE_GPU="cortexlabs/tf-serve-gpu:master"
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export CORTEX_IMAGE_ONNX_SERVE="cortexlabs/onnx-serve:master"
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export CORTEX_IMAGE_ONNX_SERVE_GPU="cortexlabs/onnx-serve-gpu:master"
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export CORTEX_IMAGE_CLUSTER_AUTOSCALER="cortexlabs/cluster-autoscaler:master"
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export CORTEX_IMAGE_NVIDIA="cortexlabs/nvidia:master"
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export CORTEX_IMAGE_METRICS_SERVER="cortexlabs/metrics-server:master"
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export CORTEX_IMAGE_ISTIO_PROXY="cortexlabs/istio-proxy:master"
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export CORTEX_IMAGE_ISTIO_PILOT="cortexlabs/istio-pilot:master"
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export CORTEX_IMAGE_ISTIO_CITADEL="cortexlabs/istio-citadel:master"
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export CORTEX_IMAGE_ISTIO_GALLEY="cortexlabs/istio-galley:master"
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export CORTEX_IMAGE_DOWNLOADER="cortexlabs/downloader:master"
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export CORTEX_IMAGE_MANAGER="cortexlabs/manager:0.9.0"
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export CORTEX_IMAGE_FLUENTD="cortexlabs/fluentd:0.9.0"
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export CORTEX_IMAGE_STATSD="cortexlabs/statsd:0.9.0"
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export CORTEX_IMAGE_OPERATOR="cortexlabs/operator:0.9.0"
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export CORTEX_IMAGE_TF_SERVE="cortexlabs/tf-serve:0.9.0"
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export CORTEX_IMAGE_TF_API="cortexlabs/tf-api:0.9.0"
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export CORTEX_IMAGE_TF_SERVE_GPU="cortexlabs/tf-serve-gpu:0.9.0"
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export CORTEX_IMAGE_ONNX_SERVE="cortexlabs/onnx-serve:0.9.0"
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export CORTEX_IMAGE_ONNX_SERVE_GPU="cortexlabs/onnx-serve-gpu:0.9.0"
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export CORTEX_IMAGE_CLUSTER_AUTOSCALER="cortexlabs/cluster-autoscaler:0.9.0"
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export CORTEX_IMAGE_NVIDIA="cortexlabs/nvidia:0.9.0"
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export CORTEX_IMAGE_METRICS_SERVER="cortexlabs/metrics-server:0.9.0"
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export CORTEX_IMAGE_ISTIO_PROXY="cortexlabs/istio-proxy:0.9.0"
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export CORTEX_IMAGE_ISTIO_PILOT="cortexlabs/istio-pilot:0.9.0"
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export CORTEX_IMAGE_ISTIO_CITADEL="cortexlabs/istio-citadel:0.9.0"
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export CORTEX_IMAGE_ISTIO_GALLEY="cortexlabs/istio-galley:0.9.0"
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export CORTEX_IMAGE_DOWNLOADER="cortexlabs/downloader:0.9.0"
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# Flag to enable collecting error reports and usage stats. If flag is not set to either "true" or "false", you will be prompted.
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export CORTEX_ENABLE_TELEMETRY=""

docs/cluster/install.md

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```bash
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# Download
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curl -O https://raw.githubusercontent.com/cortexlabs/cortex/master/cortex.sh
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curl -O https://raw.githubusercontent.com/cortexlabs/cortex/0.9/cortex.sh
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# Change permissions
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```bash
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# Clone the Cortex repository
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git clone -b master https://github.com/cortexlabs/cortex.git
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git clone -b 0.9 https://github.com/cortexlabs/cortex.git
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# Navigate to the iris classification example
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cd cortex/examples/iris-classifier

docs/cluster/python-client.md

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<!-- CORTEX_VERSION_BRANCH_STABLE, e.g. v0.9.0 -->
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```bash
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pip install git+https://github.com/cortexlabs/cortex.git@master#egg=cortex\&subdirectory=pkg/workloads/cortex/client
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pip install git+https://github.com/cortexlabs/cortex.git@v0.9.0#egg=cortex\&subdirectory=pkg/workloads/cortex/client
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```
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The Python client needs to be initialized with AWS credentials and an operator URL for your Cortex cluster. You can find the operator URL by running `./cortex.sh endpoints`.

docs/cluster/uninstall.md

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```bash
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curl -O https://raw.githubusercontent.com/cortexlabs/cortex/0.9/cortex.sh
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chmod +x cortex.sh

docs/cluster/update.md

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curl -O https://raw.githubusercontent.com/cortexlabs/cortex/0.9/cortex.sh
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chmod +x cortex.sh

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