Upgrade to python 3.11

clearml_serving/engines/triton/Dockerfile

@@ -1,17 +1,17 @@
 
-FROM nvcr.io/nvidia/tritonserver:22.04-py3
+FROM nvcr.io/nvidia/tritonserver:22.08-py3
 
 
 ENV LC_ALL=C.UTF-8
 
 # install base package
-RUN pip3 install --no-cache-dir clearml-serving
+RUN python3 -m pip install --no-cache-dir -U pip clearml-serving
 
 # get latest execution code from the git repository
 # RUN cd $HOME && git clone https://github.com/allegroai/clearml-serving.git
 COPY clearml_serving /root/clearml/clearml_serving
 
-RUN pip3 install --no-cache-dir -r /root/clearml/clearml_serving/engines/triton/requirements.txt
+RUN python3 -m pip install --no-cache-dir -r /root/clearml/clearml_serving/engines/triton/requirements.txt
 
 # default serving port
 EXPOSE 8001

clearml_serving/engines/triton/requirements.txt

@@ -1,6 +1,6 @@
 clearml >= 1.3.1
 clearml-serving
-tritonclient[grpc]>=2.25,<2.26
+tritonclient[grpc]>=2.32,<2.33
 starlette
 grpcio
 Pillow>=9.0.1,<10

clearml_serving/serving/Dockerfile

@@ -1,4 +1,4 @@
-FROM python:3.9-bullseye
+FROM python:3.11-bullseye
 
 
 ENV LC_ALL=C.UTF-8

clearml_serving/serving/requirements.txt

@@ -1,19 +1,19 @@
-clearml>=1.3.1
+clearml>=1.10.1,<2
 attrs>=20.3.0,<21
-fastapi[all]>=0.75.0,<0.76
+fastapi[all]>=0.95.0,<0.96
 uvicorn[standard]
 gunicorn>=20.1.0,<20.2
-asyncio>=3.4.3,<3.5
+asyncio>=3.4.3,<3.5 ; python_version < '3.10'
-aiocache>=0.11.1,<0.12
+aiocache>=0.12,<0.13
-tritonclient[grpc]>=2.25,<2.26
+tritonclient[grpc]>=2.32,<2.33
 starlette
-numpy>=1.20,<1.24
+numpy>=1.24,<1.25
-scikit-learn>=1.0.2,<1.1
+scikit-learn>=1.2.2,<1.3
-pandas>=1.0.5,<1.5
+pandas>=1.5.3,<1.6
 grpcio
 Pillow>=9.0.1,<10
-xgboost>=1.5.2,<1.6
+xgboost>=1.7.5,<1.8
 lightgbm>=3.3.2,<3.4
-requests>=2.25.1,<2.26
+requests>=2.28.2,<2.29
 kafka-python>=2.0.2,<2.1
-lz4>=4.0.0,<5
+lz4>=4.0.0,<5

clearml_serving/statistics/Dockerfile

@@ -1,4 +1,4 @@
-FROM python:3.9-bullseye
+FROM python:3.11-bullseye
 
 
 ENV LC_ALL=C.UTF-8

docker/docker-compose-triton-gpu.yml

@@ -98,6 +98,12 @@ services:
       CLEARML_USE_GUNICORN: ${CLEARML_USE_GUNICORN:-}
       CLEARML_SERVING_NUM_PROCESS: ${CLEARML_SERVING_NUM_PROCESS:-}
       CLEARML_EXTRA_PYTHON_PACKAGES: ${CLEARML_EXTRA_PYTHON_PACKAGES:-}
+      AWS_ACCESS_KEY_ID: ${AWS_ACCESS_KEY_ID:-}
+      AWS_SECRET_ACCESS_KEY: ${AWS_SECRET_ACCESS_KEY:-}
+      AWS_DEFAULT_REGION: ${AWS_DEFAULT_REGION:-}
+      GOOGLE_APPLICATION_CREDENTIALS: ${GOOGLE_APPLICATION_CREDENTIALS:-}
+      AZURE_STORAGE_ACCOUNT: ${AZURE_STORAGE_ACCOUNT:-}
+      AZURE_STORAGE_KEY: ${AZURE_STORAGE_KEY:-}
     depends_on:
       - kafka
       - clearml-serving-triton
@@ -122,6 +128,13 @@ services:
       CLEARML_SERVING_TASK_ID: ${CLEARML_SERVING_TASK_ID:-}
       CLEARML_TRITON_POLL_FREQ: ${CLEARML_TRITON_POLL_FREQ:-1.0}
       CLEARML_TRITON_METRIC_FREQ: ${CLEARML_TRITON_METRIC_FREQ:-1.0}
+      CLEARML_EXTRA_PYTHON_PACKAGES: ${CLEARML_EXTRA_PYTHON_PACKAGES:-}      
+      AWS_ACCESS_KEY_ID: ${AWS_ACCESS_KEY_ID:-}
+      AWS_SECRET_ACCESS_KEY: ${AWS_SECRET_ACCESS_KEY:-}
+      AWS_DEFAULT_REGION: ${AWS_DEFAULT_REGION:-}
+      GOOGLE_APPLICATION_CREDENTIALS: ${GOOGLE_APPLICATION_CREDENTIALS:-}
+      AZURE_STORAGE_ACCOUNT: ${AZURE_STORAGE_ACCOUNT:-}
+      AZURE_STORAGE_KEY: ${AZURE_STORAGE_KEY:-}
     depends_on:
       - kafka
     networks:

docker/docker-compose-triton.yml

@@ -98,6 +98,12 @@ services:
       CLEARML_USE_GUNICORN: ${CLEARML_USE_GUNICORN:-}
       CLEARML_SERVING_NUM_PROCESS: ${CLEARML_SERVING_NUM_PROCESS:-}
       CLEARML_EXTRA_PYTHON_PACKAGES: ${CLEARML_EXTRA_PYTHON_PACKAGES:-}
+      AWS_ACCESS_KEY_ID: ${AWS_ACCESS_KEY_ID:-}
+      AWS_SECRET_ACCESS_KEY: ${AWS_SECRET_ACCESS_KEY:-}
+      AWS_DEFAULT_REGION: ${AWS_DEFAULT_REGION:-}
+      GOOGLE_APPLICATION_CREDENTIALS: ${GOOGLE_APPLICATION_CREDENTIALS:-}
+      AZURE_STORAGE_ACCOUNT: ${AZURE_STORAGE_ACCOUNT:-}
+      AZURE_STORAGE_KEY: ${AZURE_STORAGE_KEY:-}
     depends_on:
       - kafka
       - clearml-serving-triton
@@ -122,6 +128,13 @@ services:
       CLEARML_SERVING_TASK_ID: ${CLEARML_SERVING_TASK_ID:-}
       CLEARML_TRITON_POLL_FREQ: ${CLEARML_TRITON_POLL_FREQ:-1.0}
       CLEARML_TRITON_METRIC_FREQ: ${CLEARML_TRITON_METRIC_FREQ:-1.0}
+      CLEARML_EXTRA_PYTHON_PACKAGES: ${CLEARML_EXTRA_PYTHON_PACKAGES:-}
+      AWS_ACCESS_KEY_ID: ${AWS_ACCESS_KEY_ID:-}
+      AWS_SECRET_ACCESS_KEY: ${AWS_SECRET_ACCESS_KEY:-}
+      AWS_DEFAULT_REGION: ${AWS_DEFAULT_REGION:-}
+      GOOGLE_APPLICATION_CREDENTIALS: ${GOOGLE_APPLICATION_CREDENTIALS:-}
+      AZURE_STORAGE_ACCOUNT: ${AZURE_STORAGE_ACCOUNT:-}
+      AZURE_STORAGE_KEY: ${AZURE_STORAGE_KEY:-}
     depends_on:
       - kafka
     networks:

docker/docker-compose.yml

@@ -98,12 +98,12 @@ services:
       CLEARML_USE_GUNICORN: ${CLEARML_USE_GUNICORN:-}
       CLEARML_SERVING_NUM_PROCESS: ${CLEARML_SERVING_NUM_PROCESS:-}
       CLEARML_EXTRA_PYTHON_PACKAGES: ${CLEARML_EXTRA_PYTHON_PACKAGES:-}
-      AWS_ACCESS_KEY_ID: ${AWS_ACCESS_KEY_ID}
+      AWS_ACCESS_KEY_ID: ${AWS_ACCESS_KEY_ID:-}
-      AWS_SECRET_ACCESS_KEY: ${AWS_SECRET_ACCESS_KEY}
+      AWS_SECRET_ACCESS_KEY: ${AWS_SECRET_ACCESS_KEY:-}
-      AWS_DEFAULT_REGION: ${AWS_DEFAULT_REGION}
+      AWS_DEFAULT_REGION: ${AWS_DEFAULT_REGION:-}
-      GOOGLE_APPLICATION_CREDENTIALS: ${GOOGLE_APPLICATION_CREDENTIALS}
+      GOOGLE_APPLICATION_CREDENTIALS: ${GOOGLE_APPLICATION_CREDENTIALS:-}
-      AZURE_STORAGE_ACCOUNT: ${AZURE_STORAGE_ACCOUNT}
+      AZURE_STORAGE_ACCOUNT: ${AZURE_STORAGE_ACCOUNT:-}
-      AZURE_STORAGE_KEY: ${AZURE_STORAGE_KEY}
+      AZURE_STORAGE_KEY: ${AZURE_STORAGE_KEY:-}
     depends_on:
       - kafka
     networks: