Update stable version to 0.31.1

docs/clients/install.md

@@ -9,10 +9,10 @@ pip install cortex
 ```
 
 <!-- CORTEX_VERSION_README x2 -->
-To install or upgrade to a specific version (e.g. v0.31.0):
+To install or upgrade to a specific version (e.g. v0.31.1):
 
 ```bash
-pip install cortex==0.31.0
+pip install cortex==0.31.1
 ```
 
 To upgrade to the latest version:
@@ -25,8 +25,8 @@ pip install --upgrade cortex
 
 <!-- CORTEX_VERSION_README x2 -->
 ```bash
-# For example to download CLI version 0.31.0 (Note the "v"):
-bash -c "$(curl -sS https://raw.githubusercontent.com/cortexlabs/cortex/v0.31.0/get-cli.sh)"
+# For example to download CLI version 0.31.1 (Note the "v"):
+bash -c "$(curl -sS https://raw.githubusercontent.com/cortexlabs/cortex/v0.31.1/get-cli.sh)"
 ```
 
 By default, the Cortex CLI is installed at `/usr/local/bin/cortex`. To install the executable elsewhere, export the `CORTEX_INSTALL_PATH` environment variable to your desired location before running the command above.

docs/clusters/aws/install.md

@@ -101,26 +101,26 @@ The docker images used by the Cortex cluster can also be overridden, although th
 
 <!-- CORTEX_VERSION_BRANCH_STABLE -->
 ```yaml
-image_operator: quay.io/cortexlabs/operator:0.31.0
-image_manager: quay.io/cortexlabs/manager:0.31.0
-image_downloader: quay.io/cortexlabs/downloader:0.31.0
-image_request_monitor: quay.io/cortexlabs/request-monitor:0.31.0
-image_cluster_autoscaler: quay.io/cortexlabs/cluster-autoscaler:0.31.0
-image_metrics_server: quay.io/cortexlabs/metrics-server:0.31.0
-image_inferentia: quay.io/cortexlabs/inferentia:0.31.0
-image_neuron_rtd: quay.io/cortexlabs/neuron-rtd:0.31.0
-image_nvidia: quay.io/cortexlabs/nvidia:0.31.0
-image_fluent_bit: quay.io/cortexlabs/fluent-bit:0.31.0
-image_istio_proxy: quay.io/cortexlabs/istio-proxy:0.31.0
-image_istio_pilot: quay.io/cortexlabs/istio-pilot:0.31.0
-image_prometheus: quay.io/cortexlabs/prometheus:0.31.0
-image_prometheus_config_reloader: quay.io/cortexlabs/prometheus-config-reloader:0.31.0
-image_prometheus_operator: quay.io/cortexlabs/prometheus-operator:0.31.0
-image_prometheus_statsd_exporter: quay.io/cortexlabs/prometheus-statsd-exporter:0.31.0
-image_prometheus_dcgm_exporter: quay.io/cortexlabs/prometheus-dcgm-exporter:0.31.0
-image_prometheus_kube_state_metrics: quay.io/cortexlabs/prometheus-kube-state-metrics:0.31.0
-image_prometheus_node_exporter: quay.io/cortexlabs/prometheus-node-exporter:0.31.0
-image_kube_rbac_proxy: quay.io/cortexlabs/kube-rbac-proxy:0.31.0
-image_grafana: quay.io/cortexlabs/grafana:0.31.0
-image_event_exporter: quay.io/cortexlabs/event-exporter:0.31.0
+image_operator: quay.io/cortexlabs/operator:0.31.1
+image_manager: quay.io/cortexlabs/manager:0.31.1
+image_downloader: quay.io/cortexlabs/downloader:0.31.1
+image_request_monitor: quay.io/cortexlabs/request-monitor:0.31.1
+image_cluster_autoscaler: quay.io/cortexlabs/cluster-autoscaler:0.31.1
+image_metrics_server: quay.io/cortexlabs/metrics-server:0.31.1
+image_inferentia: quay.io/cortexlabs/inferentia:0.31.1
+image_neuron_rtd: quay.io/cortexlabs/neuron-rtd:0.31.1
+image_nvidia: quay.io/cortexlabs/nvidia:0.31.1
+image_fluent_bit: quay.io/cortexlabs/fluent-bit:0.31.1
+image_istio_proxy: quay.io/cortexlabs/istio-proxy:0.31.1
+image_istio_pilot: quay.io/cortexlabs/istio-pilot:0.31.1
+image_prometheus: quay.io/cortexlabs/prometheus:0.31.1
+image_prometheus_config_reloader: quay.io/cortexlabs/prometheus-config-reloader:0.31.1
+image_prometheus_operator: quay.io/cortexlabs/prometheus-operator:0.31.1
+image_prometheus_statsd_exporter: quay.io/cortexlabs/prometheus-statsd-exporter:0.31.1
+image_prometheus_dcgm_exporter: quay.io/cortexlabs/prometheus-dcgm-exporter:0.31.1
+image_prometheus_kube_state_metrics: quay.io/cortexlabs/prometheus-kube-state-metrics:0.31.1
+image_prometheus_node_exporter: quay.io/cortexlabs/prometheus-node-exporter:0.31.1
+image_kube_rbac_proxy: quay.io/cortexlabs/kube-rbac-proxy:0.31.1
+image_grafana: quay.io/cortexlabs/grafana:0.31.1
+image_event_exporter: quay.io/cortexlabs/event-exporter:0.31.1
 ```

docs/clusters/gcp/install.md

@@ -68,21 +68,21 @@ The docker images used by the Cortex cluster can also be overridden, although th
 
 <!-- CORTEX_VERSION_BRANCH_STABLE -->
 ```yaml
-image_operator: quay.io/cortexlabs/operator:0.31.0
-image_manager: quay.io/cortexlabs/manager:0.31.0
-image_downloader: quay.io/cortexlabs/downloader:0.31.0
-image_request_monitor: quay.io/cortexlabs/request-monitor:0.31.0
-image_istio_proxy: quay.io/cortexlabs/istio-proxy:0.31.0
-image_istio_pilot: quay.io/cortexlabs/istio-pilot:0.31.0
-image_google_pause: quay.io/cortexlabs/google-pause:0.31.0
-image_prometheus: quay.io/cortexlabs/prometheus:0.31.0
-image_prometheus_config_reloader: quay.io/cortexlabs/prometheus-config-reloader:0.31.0
-image_prometheus_operator: quay.io/cortexlabs/prometheus-operator:0.31.0
-image_prometheus_statsd_exporter: quay.io/cortexlabs/prometheus-statsd-exporter:0.31.0
-image_prometheus_dcgm_exporter: quay.io/cortexlabs/prometheus-dcgm-exporter:0.31.0
-image_prometheus_kube_state_metrics: quay.io/cortexlabs/prometheus-kube-state-metrics:0.31.0
-image_prometheus_node_exporter: quay.io/cortexlabs/prometheus-node-exporter:0.31.0
-image_kube_rbac_proxy: quay.io/cortexlabs/kube-rbac-proxy:0.31.0
-image_grafana: quay.io/cortexlabs/grafana:0.31.0
-image_event_exporter: quay.io/cortexlabs/event-exporter:0.31.0
+image_operator: quay.io/cortexlabs/operator:0.31.1
+image_manager: quay.io/cortexlabs/manager:0.31.1
+image_downloader: quay.io/cortexlabs/downloader:0.31.1
+image_request_monitor: quay.io/cortexlabs/request-monitor:0.31.1
+image_istio_proxy: quay.io/cortexlabs/istio-proxy:0.31.1
+image_istio_pilot: quay.io/cortexlabs/istio-pilot:0.31.1
+image_google_pause: quay.io/cortexlabs/google-pause:0.31.1
+image_prometheus: quay.io/cortexlabs/prometheus:0.31.1
+image_prometheus_config_reloader: quay.io/cortexlabs/prometheus-config-reloader:0.31.1
+image_prometheus_operator: quay.io/cortexlabs/prometheus-operator:0.31.1
+image_prometheus_statsd_exporter: quay.io/cortexlabs/prometheus-statsd-exporter:0.31.1
+image_prometheus_dcgm_exporter: quay.io/cortexlabs/prometheus-dcgm-exporter:0.31.1
+image_prometheus_kube_state_metrics: quay.io/cortexlabs/prometheus-kube-state-metrics:0.31.1
+image_prometheus_node_exporter: quay.io/cortexlabs/prometheus-node-exporter:0.31.1
+image_kube_rbac_proxy: quay.io/cortexlabs/kube-rbac-proxy:0.31.1
+image_grafana: quay.io/cortexlabs/grafana:0.31.1
+image_event_exporter: quay.io/cortexlabs/event-exporter:0.31.1
 ```

docs/workloads/async/configuration.md

@@ -26,7 +26,7 @@ predictor:
     shell: <string>  # relative path to a shell script for system package installation (default: dependencies.sh)
   config: <string: value>  # arbitrary dictionary passed to the constructor of the Predictor (optional)
   python_path: <string>  # path to the root of your Python folder that will be appended to PYTHONPATH (default: folder containing cortex.yaml)
-  image: <string>  # docker image to use for the Predictor (default: quay.io/cortexlabs/python-predictor-cpu:0.31.0, quay.io/cortexlabs/python-predictor-gpu:0.31.0-cuda10.2-cudnn8, or quay.io/cortexlabs/python-predictor-inf:0.31.0 based on compute)
+  image: <string>  # docker image to use for the Predictor (default: quay.io/cortexlabs/python-predictor-cpu:0.31.1, quay.io/cortexlabs/python-predictor-gpu:0.31.1-cuda10.2-cudnn8, or quay.io/cortexlabs/python-predictor-inf:0.31.1 based on compute)
   env: <string: string>  # dictionary of environment variables
   log_level: <string>  # log level that can be "debug", "info", "warning" or "error" (default: "info")
   shm_size: <string>  # size of shared memory (/dev/shm) for sharing data between multiple processes, e.g. 64Mi or 1Gi (default: Null)

docs/workloads/batch/configuration.md

@@ -19,7 +19,7 @@ predictor:
   path: <string>  # path to a python file with a PythonPredictor class definition, relative to the Cortex root (required)
   config: <string: value>  # arbitrary dictionary passed to the constructor of the Predictor (can be overridden by config passed in job submission) (optional)
   python_path: <string>  # path to the root of your Python folder that will be appended to PYTHONPATH (default: folder containing cortex.yaml)
-  image: <string> # docker image to use for the Predictor (default: quay.io/cortexlabs/python-predictor-cpu:0.31.0 or quay.io/cortexlabs/python-predictor-gpu:0.31.0-cuda10.2-cudnn8 based on compute)
+  image: <string> # docker image to use for the Predictor (default: quay.io/cortexlabs/python-predictor-cpu:0.31.1 or quay.io/cortexlabs/python-predictor-gpu:0.31.1-cuda10.2-cudnn8 based on compute)
   env: <string: string>  # dictionary of environment variables
   log_level: <string>  # log level that can be "debug", "info", "warning" or "error" (default: "info")
   shm_size: <string>  # size of shared memory (/dev/shm) for sharing data between multiple processes, e.g. 64Mi or 1Gi (default: Null)
@@ -49,8 +49,8 @@ predictor:
     batch_interval: <duration>  # the maximum amount of time to spend waiting for additional requests before running inference on the batch of requests
   config: <string: value>  # arbitrary dictionary passed to the constructor of the Predictor (can be overridden by config passed in job submission) (optional)
   python_path: <string>  # path to the root of your Python folder that will be appended to PYTHONPATH (default: folder containing cortex.yaml)
-  image: <string> # docker image to use for the Predictor (default: quay.io/cortexlabs/tensorflow-predictor:0.31.0)
-  tensorflow_serving_image: <string> # docker image to use for the TensorFlow Serving container (default: quay.io/cortexlabs/tensorflow-serving-cpu:0.31.0 or quay.io/cortexlabs/tensorflow-serving-gpu:0.31.0 based on compute)
+  image: <string> # docker image to use for the Predictor (default: quay.io/cortexlabs/tensorflow-predictor:0.31.1)
+  tensorflow_serving_image: <string> # docker image to use for the TensorFlow Serving container (default: quay.io/cortexlabs/tensorflow-serving-cpu:0.31.1 or quay.io/cortexlabs/tensorflow-serving-gpu:0.31.1 based on compute)
   env: <string: string>  # dictionary of environment variables
   log_level: <string>  # log level that can be "debug", "info", "warning" or "error" (default: "info")
   shm_size: <string>  # size of shared memory (/dev/shm) for sharing data between multiple processes, e.g. 64Mi or 1Gi (default: Null)
@@ -75,7 +75,7 @@ predictor:
       ...
   config: <string: value>  # arbitrary dictionary passed to the constructor of the Predictor (can be overridden by config passed in job submission) (optional)
   python_path: <string>  # path to the root of your Python folder that will be appended to PYTHONPATH (default: folder containing cortex.yaml)
-  image: <string> # docker image to use for the Predictor (default: quay.io/cortexlabs/onnx-predictor-cpu:0.31.0 or quay.io/cortexlabs/onnx-predictor-gpu:0.31.0 based on compute)
+  image: <string> # docker image to use for the Predictor (default: quay.io/cortexlabs/onnx-predictor-cpu:0.31.1 or quay.io/cortexlabs/onnx-predictor-gpu:0.31.1 based on compute)
   env: <string: string>  # dictionary of environment variables
   log_level: <string>  # log level that can be "debug", "info", "warning" or "error" (default: "info")
   shm_size: <string>  # size of shared memory (/dev/shm) for sharing data between multiple processes, e.g. 64Mi or 1Gi (default: Null)

docs/workloads/dependencies/images.md

@@ -11,27 +11,27 @@ mkdir my-api && cd my-api && touch Dockerfile
 Cortex's base Docker images are listed below. Depending on the Cortex Predictor and compute type specified in your API configuration, choose one of these images to use as the base for your Docker image:
 
 <!-- CORTEX_VERSION_BRANCH_STABLE x12 -->
-* Python Predictor (CPU): `quay.io/cortexlabs/python-predictor-cpu:0.31.0`
+* Python Predictor (CPU): `quay.io/cortexlabs/python-predictor-cpu:0.31.1`
 * Python Predictor (GPU): choose one of the following:
-  * `quay.io/cortexlabs/python-predictor-gpu:0.31.0-cuda10.0-cudnn7`
-  * `quay.io/cortexlabs/python-predictor-gpu:0.31.0-cuda10.1-cudnn7`
-  * `quay.io/cortexlabs/python-predictor-gpu:0.31.0-cuda10.1-cudnn8`
-  * `quay.io/cortexlabs/python-predictor-gpu:0.31.0-cuda10.2-cudnn7`
-  * `quay.io/cortexlabs/python-predictor-gpu:0.31.0-cuda10.2-cudnn8`
-  * `quay.io/cortexlabs/python-predictor-gpu:0.31.0-cuda11.0-cudnn8`
-  * `quay.io/cortexlabs/python-predictor-gpu:0.31.0-cuda11.1-cudnn8`
-* Python Predictor (Inferentia): `quay.io/cortexlabs/python-predictor-inf:0.31.0`
-* TensorFlow Predictor (CPU, GPU, Inferentia): `quay.io/cortexlabs/tensorflow-predictor:0.31.0`
-* ONNX Predictor (CPU): `quay.io/cortexlabs/onnx-predictor-cpu:0.31.0`
-* ONNX Predictor (GPU): `quay.io/cortexlabs/onnx-predictor-gpu:0.31.0`
+  * `quay.io/cortexlabs/python-predictor-gpu:0.31.1-cuda10.0-cudnn7`
+  * `quay.io/cortexlabs/python-predictor-gpu:0.31.1-cuda10.1-cudnn7`
+  * `quay.io/cortexlabs/python-predictor-gpu:0.31.1-cuda10.1-cudnn8`
+  * `quay.io/cortexlabs/python-predictor-gpu:0.31.1-cuda10.2-cudnn7`
+  * `quay.io/cortexlabs/python-predictor-gpu:0.31.1-cuda10.2-cudnn8`
+  * `quay.io/cortexlabs/python-predictor-gpu:0.31.1-cuda11.0-cudnn8`
+  * `quay.io/cortexlabs/python-predictor-gpu:0.31.1-cuda11.1-cudnn8`
+* Python Predictor (Inferentia): `quay.io/cortexlabs/python-predictor-inf:0.31.1`
+* TensorFlow Predictor (CPU, GPU, Inferentia): `quay.io/cortexlabs/tensorflow-predictor:0.31.1`
+* ONNX Predictor (CPU): `quay.io/cortexlabs/onnx-predictor-cpu:0.31.1`
+* ONNX Predictor (GPU): `quay.io/cortexlabs/onnx-predictor-gpu:0.31.1`
 
 The sample `Dockerfile` below inherits from Cortex's Python CPU serving image, and installs 3 packages. `tree` is a system package and `pandas` and `rdkit` are Python packages.
 
 <!-- CORTEX_VERSION_BRANCH_STABLE -->
 ```dockerfile
 # Dockerfile
 
-FROM quay.io/cortexlabs/python-predictor-cpu:0.31.0
+FROM quay.io/cortexlabs/python-predictor-cpu:0.31.1
 
 RUN apt-get update \
     && apt-get install -y tree \
@@ -49,7 +49,7 @@ If you need to upgrade the Python Runtime version on your image, you can follow
 ```Dockerfile
 # Dockerfile
 
-FROM quay.io/cortexlabs/python-predictor-cpu:0.31.0
+FROM quay.io/cortexlabs/python-predictor-cpu:0.31.1
 
 # upgrade python runtime version
 RUN conda update -n base -c defaults conda

docs/workloads/realtime/configuration.md

@@ -39,7 +39,7 @@ predictor:
   threads_per_process: <int>  # the number of threads per process (default: 1)
   config: <string: value>  # arbitrary dictionary passed to the constructor of the Predictor (optional)
   python_path: <string>  # path to the root of your Python folder that will be appended to PYTHONPATH (default: folder containing cortex.yaml)
-  image: <string>  # docker image to use for the Predictor (default: quay.io/cortexlabs/python-predictor-cpu:0.31.0, quay.io/cortexlabs/python-predictor-gpu:0.31.0-cuda10.2-cudnn8, or quay.io/cortexlabs/python-predictor-inf:0.31.0 based on compute)
+  image: <string>  # docker image to use for the Predictor (default: quay.io/cortexlabs/python-predictor-cpu:0.31.1, quay.io/cortexlabs/python-predictor-gpu:0.31.1-cuda10.2-cudnn8, or quay.io/cortexlabs/python-predictor-inf:0.31.1 based on compute)
   env: <string: string>  # dictionary of environment variables
   log_level: <string>  # log level that can be "debug", "info", "warning" or "error" (default: "info")
   shm_size: <string>  # size of shared memory (/dev/shm) for sharing data between multiple processes, e.g. 64Mi or 1Gi (default: Null)
@@ -74,8 +74,8 @@ predictor:
   threads_per_process: <int>  # the number of threads per process (default: 1)
   config: <string: value>  # arbitrary dictionary passed to the constructor of the Predictor (optional)
   python_path: <string>  # path to the root of your Python folder that will be appended to PYTHONPATH (default: folder containing cortex.yaml)
-  image: <string>  # docker image to use for the Predictor (default: quay.io/cortexlabs/tensorflow-predictor:0.31.0)
-  tensorflow_serving_image: <string>  # docker image to use for the TensorFlow Serving container (default: quay.io/cortexlabs/tensorflow-serving-cpu:0.31.0, quay.io/cortexlabs/tensorflow-serving-gpu:0.31.0, or quay.io/cortexlabs/tensorflow-serving-inf:0.31.0 based on compute)
+  image: <string>  # docker image to use for the Predictor (default: quay.io/cortexlabs/tensorflow-predictor:0.31.1)
+  tensorflow_serving_image: <string>  # docker image to use for the TensorFlow Serving container (default: quay.io/cortexlabs/tensorflow-serving-cpu:0.31.1, quay.io/cortexlabs/tensorflow-serving-gpu:0.31.1, or quay.io/cortexlabs/tensorflow-serving-inf:0.31.1 based on compute)
   env: <string: string>  # dictionary of environment variables
   log_level: <string>  # log level that can be "debug", "info", "warning" or "error" (default: "info")
   shm_size: <string>  # size of shared memory (/dev/shm) for sharing data between multiple processes, e.g. 64Mi or 1Gi (default: Null)
@@ -105,7 +105,7 @@ predictor:
   threads_per_process: <int>  # the number of threads per process (default: 1)
   config: <string: value>  # arbitrary dictionary passed to the constructor of the Predictor (optional)
   python_path: <string>  # path to the root of your Python folder that will be appended to PYTHONPATH (default: folder containing cortex.yaml)
-  image: <string>  # docker image to use for the Predictor (default: quay.io/cortexlabs/onnx-predictor-cpu:0.31.0 or quay.io/cortexlabs/onnx-predictor-gpu:0.31.0 based on compute)
+  image: <string>  # docker image to use for the Predictor (default: quay.io/cortexlabs/onnx-predictor-cpu:0.31.1 or quay.io/cortexlabs/onnx-predictor-gpu:0.31.1 based on compute)
   env: <string: string>  # dictionary of environment variables
   log_level: <string>  # log level that can be "debug", "info", "warning" or "error" (default: "info")
   shm_size: <string>  # size of shared memory (/dev/shm) for sharing data between multiple processes, e.g. 64Mi or 1Gi (default: Null)

docs/workloads/task/configuration.md

@@ -12,7 +12,7 @@
       conda: <string>  # relative path to conda-packages.txt (default: conda-packages.txt)
       shell: <string>  # relative path to a shell script for system package installation (default: dependencies.sh)
     python_path: <string>  # path to the root of your Python folder that will be appended to PYTHONPATH (default: folder containing cortex.yaml)
-    image: <string> # docker image to use for the Task (default: quay.io/cortexlabs/python-predictor-cpu:0.31.0, quay.io/cortexlabs/python-predictor-gpu:0.31.0-cuda10.2-cudnn8, or quay.io/cortexlabs/python-predictor-inf:0.31.0 based on compute)
+    image: <string> # docker image to use for the Task (default: quay.io/cortexlabs/python-predictor-cpu:0.31.1, quay.io/cortexlabs/python-predictor-gpu:0.31.1-cuda10.2-cudnn8, or quay.io/cortexlabs/python-predictor-inf:0.31.1 based on compute)
     env: <string: string>  # dictionary of environment variables
     log_level: <string>  # log level that can be "debug", "info", "warning" or "error" (default: "info")
   networking:

get-cli.sh

@@ -16,7 +16,7 @@
 
 set -e
 
-CORTEX_VERSION_BRANCH_STABLE=0.31.0
+CORTEX_VERSION_BRANCH_STABLE=0.31.1
 CORTEX_INSTALL_PATH="${CORTEX_INSTALL_PATH:-/usr/local/bin/cortex}"
 
 # replace ~ with the home directory path