Fixing the Pipeline image build issue, which includes:

1. Upgrading Python-image from v3.9 to v3.10.
2. Using pip to install featurestoresdk and modelmetricsdk.
3. Removing not-required packges from requirement.txt

Issue-ID: AIMLFW-244
Change-Id: Ie98bda293d6d29203dc8d56da36cafac38e89050
Signed-off-by: ashishj1729 <jain.ashish@samsung.com>

diff --git a/tools/kubeflow/Dockerfile.pipeline b/tools/kubeflow/Dockerfile.pipeline
index 020bb7d..1650ba0 100644 (file)
--- a/tools/kubeflow/Dockerfile.pipeline
+++ b/tools/kubeflow/Dockerfile.pipeline
@@ -16,16 +16,14 @@
 #
 # ==================================================================================
 
-FROM python:3.9-slim
+FROM python:3.10-slim
+
 RUN apt-get update && \
     apt-get install -y git
 COPY requirements_pipeline.txt .
-RUN pip3 install -r requirements_pipeline.txt
 
-RUN git clone -b l-release "https://gerrit.o-ran-sc.org/r/aiml-fw/athp/sdk/feature-store" /SDK/featurestoresdk_main
-RUN git clone -b l-release "https://gerrit.o-ran-sc.org/r/aiml-fw/athp/sdk/model-storage" /SDK/modelmetricssdk_main
+RUN pip3 install -r requirements_pipeline.txt
+RUN pip3 install featurestoresdk==0.3.1 modelmetricsdk==0.3.1
 
-RUN pip3 install /SDK/featurestoresdk_main/.
-RUN pip3 install /SDK/modelmetricssdk_main/.
 RUN mkdir -p /app_run
 WORKDIR /app_run

diff --git a/tools/kubeflow/requirements_pipeline.txt b/tools/kubeflow/requirements_pipeline.txt
index a180207..66a70ab 100644 (file)
--- a/tools/kubeflow/requirements_pipeline.txt
+++ b/tools/kubeflow/requirements_pipeline.txt
@@ -16,11 +16,7 @@
 #
 # ==================================================================================
 
-protobuf==3.20.1
-tensorflow==2.5.0
-cassandra-driver==3.25.0
-pandas==1.4.4
+protobuf
+tensorflow==2.20.0
 scikit-learn
-kubernetes
-boto3
-botocore
+kubernetes
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