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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@ spec:
spec:
containers:
- name: start-pyspark-job
image: docker.stackable.tech/stackable/tools:1.0.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/tools:1.0.0-stackable0.0.0-dev
# N.B. it is possible for the scheduler to report that a DAG exists, only for the worker task to fail if a pod is unexpectedly
# restarted. Additionally, the db-init job takes a few minutes to complete before the cluster is deployed. The wait/watch steps
# below are not "water-tight" but add a layer of stability by at least ensuring that the db is initialized and ready and that
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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@ spec:
spec:
containers:
- name: start-date-job
image: docker.stackable.tech/stackable/tools:1.0.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/tools:1.0.0-stackable0.0.0-dev
# N.B. it is possible for the scheduler to report that a DAG exists, only for the worker task to fail if a pod is unexpectedly
# restarted. Additionally, the db-init job takes a few minutes to complete before the cluster is deployed. The wait/watch steps
# below are not "water-tight" but add a layer of stability by at least ensuring that the db is initialized and ready and that
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Original file line number Diff line number Diff line change
Expand Up @@ -9,11 +9,11 @@ spec:
serviceAccountName: demo-serviceaccount
initContainers:
- name: wait-for-kafka
image: docker.stackable.tech/stackable/tools:1.0.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/tools:1.0.0-stackable0.0.0-dev
command: ["bash", "-c", "echo 'Waiting for all kafka brokers to be ready' && kubectl wait --for=condition=ready --timeout=30m pod -l app.kubernetes.io/instance=kafka -l app.kubernetes.io/name=kafka"]
containers:
- name: create-nifi-ingestion-job
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command: ["bash", "-c", "curl -O https://raw.githubusercontent.com/stackabletech/demos/main/demos/data-lakehouse-iceberg-trino-spark/LakehouseKafkaIngest.xml && python -u /tmp/script/script.py"]
volumeMounts:
- name: script
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Original file line number Diff line number Diff line change
Expand Up @@ -12,11 +12,11 @@ spec:
serviceAccountName: demo-serviceaccount
initContainers:
- name: wait-for-kafka
image: docker.stackable.tech/stackable/tools:1.0.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/tools:1.0.0-stackable0.0.0-dev
command: ["bash", "-c", "echo 'Waiting for all kafka brokers to be ready' && kubectl wait --for=condition=ready --timeout=30m pod -l app.kubernetes.io/name=kafka -l app.kubernetes.io/instance=kafka"]
containers:
- name: create-spark-ingestion-job
image: docker.stackable.tech/stackable/tools:1.0.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/tools:1.0.0-stackable0.0.0-dev
command: ["bash", "-c", "echo 'Submitting Spark job' && kubectl apply -f /tmp/manifest/spark-ingestion-job.yaml"]
volumeMounts:
- name: manifest
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Original file line number Diff line number Diff line change
Expand Up @@ -9,11 +9,11 @@ spec:
serviceAccountName: demo-serviceaccount
initContainers:
- name: wait-for-testdata
image: docker.stackable.tech/stackable/tools:1.0.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/tools:1.0.0-stackable0.0.0-dev
command: ["bash", "-c", "echo 'Waiting for job load-test-data to finish' && kubectl wait --for=condition=complete --timeout=30m job/load-test-data"]
containers:
- name: create-tables-in-trino
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command: ["bash", "-c", "python -u /tmp/script/script.py"]
volumeMounts:
- name: script
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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@ spec:
spec:
containers:
- name: setup-superset
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command: ["bash", "-c", "curl -o superset-assets.zip https://raw.githubusercontent.com/stackabletech/demos/main/demos/data-lakehouse-iceberg-trino-spark/superset-assets.zip && python -u /tmp/script/script.py"]
volumeMounts:
- name: script
Expand Down
4 changes: 2 additions & 2 deletions demos/end-to-end-security/create-spark-report.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -12,7 +12,7 @@ spec:
serviceAccountName: demo-serviceaccount
initContainers:
- name: wait-for-trino-tables
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command:
- bash
- -euo
Expand All @@ -23,7 +23,7 @@ spec:
kubectl wait --timeout=30m --for=condition=complete job/create-tables-in-trino
containers:
- name: create-spark-report
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command:
- bash
- -euo
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2 changes: 1 addition & 1 deletion demos/end-to-end-security/create-trino-tables.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@ spec:
spec:
containers:
- name: create-tables-in-trino
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command: ["bash", "-c", "python -u /tmp/script/script.py"]
volumeMounts:
- name: script
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Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,7 @@ spec:
spec:
containers:
- name: create-hfile-and-import-to-hbase
image: docker.stackable.tech/stackable/hbase:2.4.18-stackable0.0.0-dev
image: oci.stackable.tech/sdp/hbase:2.4.18-stackable0.0.0-dev
env:
- name: HADOOP_USER_NAME
value: stackable
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Original file line number Diff line number Diff line change
Expand Up @@ -11,7 +11,7 @@ spec:
# We use 24.3.0 here which contains the distcp MapReduce components
# This is not included in the 24.7 and 24.11 images and will fail.
# See: https://github.com/stackabletech/docker-images/issues/793
image: docker.stackable.tech/stackable/hadoop:3.3.6-stackable24.3.0
image: oci.stackable.tech/sdp/hadoop:3.3.6-stackable24.3.0
env:
- name: HADOOP_USER_NAME
value: stackable
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Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
FROM docker.stackable.tech/stackable/spark-k8s:3.5.0-stackable24.3.0
FROM oci.stackable.tech/sdp/spark-k8s:3.5.0-stackable24.3.0

COPY demos/jupyterhub-pyspark-hdfs-anomaly-detection-taxi-data/requirements.txt .

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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@ spec:
spec:
containers:
- name: load-ny-taxi-data
image: docker.stackable.tech/stackable/hadoop:3.4.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/hadoop:3.4.0-stackable0.0.0-dev
# yamllint disable rule:line-length
command: ["bash", "-c", "/stackable/hadoop/bin/hdfs dfs -mkdir -p /ny-taxi-data/raw \
&& cd /tmp \
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Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@ spec:
spec:
containers:
- name: create-druid-ingestion-job
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command: ["bash", "-c", "curl -X POST --insecure -H 'Content-Type: application/json' -d @/tmp/ingestion-job-spec/ingestion-job-spec.json https://druid-coordinator:8281/druid/indexer/v1/supervisor"]
volumeMounts:
- name: ingestion-job-spec
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@ spec:
spec:
containers:
- name: create-nifi-ingestion-job
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command: ["bash", "-c", "curl -O https://raw.githubusercontent.com/stackabletech/demos/main/demos/nifi-kafka-druid-earthquake-data/IngestEarthquakesToKafka.xml && python -u /tmp/script/script.py"]
volumeMounts:
- name: script
Expand Down
2 changes: 1 addition & 1 deletion demos/nifi-kafka-druid-earthquake-data/setup-superset.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@ spec:
spec:
containers:
- name: setup-superset
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command: ["bash", "-c", "curl -o superset-assets.zip https://raw.githubusercontent.com/stackabletech/demos/main/demos/nifi-kafka-druid-earthquake-data/superset-assets.zip && python -u /tmp/script/script.py"]
volumeMounts:
- name: script
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@ spec:
spec:
containers:
- name: create-druid-ingestion-job
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command: ["bash", "-c", "curl -X POST --insecure -H 'Content-Type: application/json' -d @/tmp/ingestion-job-spec/stations-ingestion-job-spec.json https://druid-coordinator:8281/druid/indexer/v1/supervisor && curl -X POST --insecure -H 'Content-Type: application/json' -d @/tmp/ingestion-job-spec/measurements-ingestion-job-spec.json https://druid-coordinator:8281/druid/indexer/v1/supervisor && curl -X POST --insecure -H 'Content-Type: application/json' -d @/tmp/ingestion-job-spec/measurements-compaction-job-spec.json https://druid-coordinator:8281/druid/coordinator/v1/config/compaction"]
volumeMounts:
- name: ingestion-job-spec
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@ spec:
spec:
containers:
- name: create-nifi-ingestion-job
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command: ["bash", "-c", "curl -O https://raw.githubusercontent.com/stackabletech/demos/main/demos/nifi-kafka-druid-water-level-data/IngestWaterLevelsToKafka.xml && python -u /tmp/script/script.py"]
volumeMounts:
- name: script
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@ spec:
spec:
containers:
- name: setup-superset
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command: ["bash", "-c", "curl -o superset-assets.zip https://raw.githubusercontent.com/stackabletech/demos/main/demos/nifi-kafka-druid-water-level-data/superset-assets.zip && python -u /tmp/script/script.py"]
volumeMounts:
- name: script
Expand Down
2 changes: 1 addition & 1 deletion demos/signal-processing/Dockerfile-nifi
Original file line number Diff line number Diff line change
@@ -1,3 +1,3 @@
FROM docker.stackable.tech/stackable/nifi:1.27.0-stackable0.0.0-dev
FROM oci.stackable.tech/sdp/nifi:1.27.0-stackable0.0.0-dev

RUN curl --fail -o /stackable/nifi/postgresql-42.6.0.jar "https://repo.stackable.tech/repository/misc/postgresql-timescaledb/postgresql-42.6.0.jar"
4 changes: 2 additions & 2 deletions demos/signal-processing/create-nifi-ingestion-job.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -9,13 +9,13 @@ spec:
serviceAccountName: demo-serviceaccount
initContainers:
- name: wait-for-timescale-job
image: docker.stackable.tech/stackable/tools:1.0.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/tools:1.0.0-stackable0.0.0-dev
command: ["bash", "-c", "echo 'Waiting for timescaleDB tables to be ready'
&& kubectl wait --for=condition=complete job/create-timescale-tables-job"
]
containers:
- name: create-nifi-ingestion-job
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command: ["bash", "-c", "export PGPASSWORD=$(cat /timescale-admin-credentials/password) && \
curl -O https://raw.githubusercontent.com/stackabletech/demos/main/demos/signal-processing/DownloadAndWriteToDB.xml && \
sed -i \"s/PLACEHOLDERPGPASSWORD/$PGPASSWORD/g\" DownloadAndWriteToDB.xml && \
Expand Down
2 changes: 1 addition & 1 deletion demos/signal-processing/create-timescale-tables.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,7 @@ spec:
serviceAccountName: demo-serviceaccount
initContainers:
- name: wait-for-timescale
image: docker.stackable.tech/stackable/tools:1.0.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/tools:1.0.0-stackable0.0.0-dev
command: ["bash", "-c", "echo 'Waiting for timescaleDB to be ready'
&& kubectl wait --for=condition=ready --timeout=30m pod -l app.kubernetes.io/name=postgresql-timescaledb"
]
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -8,11 +8,11 @@ spec:
spec:
initContainers:
- name: wait-for-testdata
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command: ["bash", "-c", "echo 'Waiting for job load-ny-taxi-data to finish' && kubectl wait --for=condition=complete --timeout=30m job/load-ny-taxi-data"]
containers:
- name: create-spark-anomaly-detection-job
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command: ["bash", "-c", "echo 'Submitting Spark job' && kubectl apply -f /tmp/manifest/spark-ad-job.yaml"]
volumeMounts:
- name: manifest
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@ spec:
spec:
containers:
- name: setup-superset
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command: ["bash", "-c", "curl -o superset-assets.zip https://raw.githubusercontent.com/stackabletech/demos/main/demos/spark-k8s-anomaly-detection-taxi-data/superset-assets.zip && python -u /tmp/script/script.py"]
volumeMounts:
- name: script
Expand Down
2 changes: 1 addition & 1 deletion demos/trino-taxi-data/create-table-in-trino.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@ spec:
spec:
containers:
- name: create-ny-taxi-data-table-in-trino
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command: ["bash", "-c", "python -u /tmp/script/script.py"]
volumeMounts:
- name: script
Expand Down
2 changes: 1 addition & 1 deletion demos/trino-taxi-data/setup-superset.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@ spec:
spec:
containers:
- name: setup-superset
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command: ["bash", "-c", "curl -o superset-assets.zip https://raw.githubusercontent.com/stackabletech/demos/main/demos/trino-taxi-data/superset-assets.zip && python -u /tmp/script/script.py"]
volumeMounts:
- name: script
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -159,7 +159,7 @@ Libraries can be added to a custom *product* image launched by the notebook. Sup
spark = (SparkSession
.builder
.master(f'k8s://https://{os.environ["KUBERNETES_SERVICE_HOST"]}:{os.environ["KUBERNETES_SERVICE_PORT"]}')
.config("spark.kubernetes.container.image", "docker.stackable.tech/demos/spark-k8s-with-scikit-learn:3.5.0-stackable24.3.0")
.config("spark.kubernetes.container.image", "oci.stackable.tech/stackable/spark-k8s-with-scikit-learn:3.5.0-stackable24.3.0")
.config("spark.driver.port", "2222")
.config("spark.driver.blockManager.port", "7777")
.config("spark.driver.host", "driver-service.default.svc.cluster.local")
Expand All @@ -182,16 +182,16 @@ It requires a specific Spark image:
[source,python]
----
.config("spark.kubernetes.container.image",
"docker.stackable.tech/demos/spark-k8s-with-scikit-learn:3.5.0-stackable24.3.0"),
"oci.stackable.tech/stackable/spark-k8s-with-scikit-learn:3.5.0-stackable24.3.0"),
...
----

This is created by taking a Spark image, in this case `docker.stackable.tech/stackable/spark-k8s:3.5.0-stackable24.3.0`, installing specific python libraries into it
This is created by taking a Spark image, in this case `oci.stackable.tech/sdp/spark-k8s:3.5.0-stackable24.3.0`, installing specific python libraries into it
, and re-tagging the image:

[source,console]
----
FROM docker.stackable.tech/stackable/spark-k8s:3.5.0-stackable24.3.0
FROM oci.stackable.tech/sdp/spark-k8s:3.5.0-stackable24.3.0

COPY demos/jupyterhub-pyspark-hdfs-anomaly-detection-taxi-data/requirements.txt .

Expand Down
2 changes: 1 addition & 1 deletion stacks/_templates/jupyterhub.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -50,7 +50,7 @@ options:
HADOOP_CONF_DIR: "/home/jovyan/hdfs"
initContainers:
- name: download-notebook
image: docker.stackable.tech/stackable/tools:1.0.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/tools:1.0.0-stackable0.0.0-dev
command: ['sh', '-c', 'curl https://raw.githubusercontent.com/stackabletech/demos/main/stacks/jupyterhub-pyspark-hdfs/notebook.ipynb -o /notebook/notebook.ipynb']
volumeMounts:
- mountPath: /notebook
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2 changes: 1 addition & 1 deletion stacks/_templates/keycloak.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -48,7 +48,7 @@ spec:
- name: tls
mountPath: /tls/
- name: create-auth-class
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command: ["/bin/bash", "-c"]
args:
- |
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8 changes: 4 additions & 4 deletions stacks/end-to-end-security/krb5.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -14,7 +14,7 @@ spec:
spec:
initContainers:
- name: init
image: docker.stackable.tech/stackable/krb5:1.21.1-stackable0.0.0-dev
image: oci.stackable.tech/sdp/krb5:1.21.1-stackable0.0.0-dev
args:
- sh
- -euo
Expand All @@ -35,7 +35,7 @@ spec:
name: data
containers:
- name: kdc
image: docker.stackable.tech/stackable/krb5:1.21.1-stackable0.0.0-dev
image: oci.stackable.tech/sdp/krb5:1.21.1-stackable0.0.0-dev
args:
- krb5kdc
- -n
Expand All @@ -48,7 +48,7 @@ spec:
- mountPath: /var/kerberos/krb5kdc
name: data
- name: kadmind
image: docker.stackable.tech/stackable/krb5:1.21.1-stackable0.0.0-dev
image: oci.stackable.tech/sdp/krb5:1.21.1-stackable0.0.0-dev
args:
- kadmind
- -nofork
Expand All @@ -61,7 +61,7 @@ spec:
- mountPath: /var/kerberos/krb5kdc
name: data
- name: client
image: docker.stackable.tech/stackable/krb5:1.21.1-stackable0.0.0-dev
image: oci.stackable.tech/sdp/krb5:1.21.1-stackable0.0.0-dev
tty: true
stdin: true
env:
Expand Down
2 changes: 1 addition & 1 deletion stacks/end-to-end-security/superset.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -25,7 +25,7 @@ spec:
initContainers:
# The postgres image does not contain curl or wget...
- name: download-dump
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command:
- bash
- -c
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2 changes: 1 addition & 1 deletion stacks/jupyterhub-pyspark-hdfs/notebook.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -45,7 +45,7 @@
" SparkSession\n",
" .builder\n",
" .master(f'k8s://https://{os.environ[\"KUBERNETES_SERVICE_HOST\"]}:{os.environ[\"KUBERNETES_SERVICE_PORT\"]}')\n",
" .config(\"spark.kubernetes.container.image\", \"docker.stackable.tech/demos/spark-k8s-with-scikit-learn:3.5.0-stackable24.3.0\")\n",
" .config(\"spark.kubernetes.container.image\", \"oci.stackable.tech/stackable/spark-k8s-with-scikit-learn:3.5.0-stackable24.3.0\")\n",
" .config(\"spark.driver.port\", \"2222\")\n",
" .config(\"spark.driver.blockManager.port\", \"7777\")\n",
" .config(\"spark.driver.host\", f\"driver-service.{NAMESPACE}.svc.cluster.local\")\n",
Expand Down
2 changes: 1 addition & 1 deletion stacks/keycloak-opa-poc/keycloak.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -70,7 +70,7 @@ spec:
spec:
containers:
- name: propagate-keycloak-address
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
command:
- bash
- -x
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2 changes: 1 addition & 1 deletion stacks/keycloak-opa-poc/setup-keycloak.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -29,7 +29,7 @@ spec:
spec:
containers:
- name: setup-keycloak
image: docker.stackable.tech/stackable/testing-tools:0.2.0-stackable0.0.0-dev
image: oci.stackable.tech/sdp/testing-tools:0.2.0-stackable0.0.0-dev
env:
- name: KEYCLOAK_ADMIN_PASSWORD
valueFrom:
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