2017-12-21 17:21:11 -08:00
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#!/usr/bin/env bash
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# Licensed to the Apache Software Foundation (ASF) under one or more
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# contributor license agreements. See the NOTICE file distributed with
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# this work for additional information regarding copyright ownership.
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# The ASF licenses this file to You under the Apache License, Version 2.0
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# (the "License"); you may not use this file except in compliance with
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# the License. You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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# This script builds and pushes docker images when run from a release of Spark
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# with Kubernetes support.
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2018-01-04 16:34:56 -08:00
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function error {
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echo "$@" 1>&2
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exit 1
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}
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if [ -z "${SPARK_HOME}" ]; then
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SPARK_HOME="$(cd "`dirname "$0"`"/..; pwd)"
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fi
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. "${SPARK_HOME}/bin/load-spark-env.sh"
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2018-11-27 09:09:16 -08:00
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CTX_DIR="$SPARK_HOME/target/tmp/docker"
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function is_dev_build {
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[ ! -f "$SPARK_HOME/RELEASE" ]
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}
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function cleanup_ctx_dir {
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if is_dev_build; then
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rm -rf "$CTX_DIR"
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fi
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}
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trap cleanup_ctx_dir EXIT
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2018-01-04 16:34:56 -08:00
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function image_ref {
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local image="$1"
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local add_repo="${2:-1}"
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if [ $add_repo = 1 ] && [ -n "$REPO" ]; then
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image="$REPO/$image"
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fi
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if [ -n "$TAG" ]; then
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image="$image:$TAG"
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fi
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echo "$image"
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}
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2017-12-21 17:21:11 -08:00
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2018-11-21 15:51:37 -08:00
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function docker_push {
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local image_name="$1"
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if [ ! -z $(docker images -q "$(image_ref ${image_name})") ]; then
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docker push "$(image_ref ${image_name})"
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if [ $? -ne 0 ]; then
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error "Failed to push $image_name Docker image."
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fi
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else
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echo "$(image_ref ${image_name}) image not found. Skipping push for this image."
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fi
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}
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2019-01-24 10:11:55 -08:00
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function resolve_file {
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local FILE=$1
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if [ -n "$FILE" ]; then
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local DIR=$(dirname $FILE)
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DIR=$(cd $DIR && pwd)
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FILE="${DIR}/$(basename $FILE)"
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fi
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echo $FILE
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}
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2018-11-27 09:09:16 -08:00
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# Create a smaller build context for docker in dev builds to make the build faster. Docker
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# uploads all of the current directory to the daemon, and it can get pretty big with dev
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# builds that contain test log files and other artifacts.
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#
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# Three build contexts are created, one for each image: base, pyspark, and sparkr. For them
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# to have the desired effect, the docker command needs to be executed inside the appropriate
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# context directory.
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#
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# Note: docker does not support symlinks in the build context.
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function create_dev_build_context {(
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set -e
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local BASE_CTX="$CTX_DIR/base"
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mkdir -p "$BASE_CTX/kubernetes"
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cp -r "resource-managers/kubernetes/docker/src/main/dockerfiles" \
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"$BASE_CTX/kubernetes/dockerfiles"
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cp -r "assembly/target/scala-$SPARK_SCALA_VERSION/jars" "$BASE_CTX/jars"
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cp -r "resource-managers/kubernetes/integration-tests/tests" \
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"$BASE_CTX/kubernetes/tests"
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mkdir "$BASE_CTX/examples"
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cp -r "examples/src" "$BASE_CTX/examples/src"
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# Copy just needed examples jars instead of everything.
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mkdir "$BASE_CTX/examples/jars"
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for i in examples/target/scala-$SPARK_SCALA_VERSION/jars/*; do
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if [ ! -f "$BASE_CTX/jars/$(basename $i)" ]; then
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cp $i "$BASE_CTX/examples/jars"
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fi
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done
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for other in bin sbin data; do
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cp -r "$other" "$BASE_CTX/$other"
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done
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local PYSPARK_CTX="$CTX_DIR/pyspark"
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mkdir -p "$PYSPARK_CTX/kubernetes"
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cp -r "resource-managers/kubernetes/docker/src/main/dockerfiles" \
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"$PYSPARK_CTX/kubernetes/dockerfiles"
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mkdir "$PYSPARK_CTX/python"
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cp -r "python/lib" "$PYSPARK_CTX/python/lib"
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2018-12-03 15:36:41 -08:00
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cp -r "python/pyspark" "$PYSPARK_CTX/python/pyspark"
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2018-11-27 09:09:16 -08:00
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local R_CTX="$CTX_DIR/sparkr"
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mkdir -p "$R_CTX/kubernetes"
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cp -r "resource-managers/kubernetes/docker/src/main/dockerfiles" \
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"$R_CTX/kubernetes/dockerfiles"
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cp -r "R" "$R_CTX/R"
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)}
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function img_ctx_dir {
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if is_dev_build; then
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echo "$CTX_DIR/$1"
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else
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echo "$SPARK_HOME"
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fi
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}
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2017-12-21 17:21:11 -08:00
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function build {
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2018-01-11 10:37:35 -08:00
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local BUILD_ARGS
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2018-11-27 09:09:16 -08:00
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local SPARK_ROOT="$SPARK_HOME"
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if is_dev_build; then
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create_dev_build_context || error "Failed to create docker build context."
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SPARK_ROOT="$CTX_DIR/base"
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2018-01-11 10:37:35 -08:00
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fi
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2018-10-19 15:03:53 -07:00
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# Verify that the Docker image content directory is present
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2018-11-27 09:09:16 -08:00
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if [ ! -d "$SPARK_ROOT/kubernetes/dockerfiles" ]; then
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2018-01-11 10:37:35 -08:00
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error "Cannot find docker image. This script must be run from a runnable distribution of Apache Spark."
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fi
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2018-10-19 15:03:53 -07:00
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# Verify that Spark has actually been built/is a runnable distribution
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2018-10-21 02:04:45 +08:00
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# i.e. the Spark JARs that the Docker files will place into the image are present
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2018-11-27 09:09:16 -08:00
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local TOTAL_JARS=$(ls $SPARK_ROOT/jars/spark-* | wc -l)
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2018-10-19 15:03:53 -07:00
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TOTAL_JARS=$(( $TOTAL_JARS ))
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if [ "${TOTAL_JARS}" -eq 0 ]; then
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error "Cannot find Spark JARs. This script assumes that Apache Spark has first been built locally or this is a runnable distribution."
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fi
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2018-11-27 09:09:16 -08:00
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local BUILD_ARGS=(${BUILD_PARAMS})
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2018-11-29 09:59:38 -08:00
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# If a custom SPARK_UID was set add it to build arguments
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if [ -n "$SPARK_UID" ]; then
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BUILD_ARGS+=(--build-arg spark_uid=$SPARK_UID)
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fi
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2018-06-08 11:18:34 -07:00
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local BINDING_BUILD_ARGS=(
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2019-01-22 10:31:17 -08:00
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${BUILD_ARGS[@]}
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2018-06-08 11:18:34 -07:00
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--build-arg
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base_img=$(image_ref spark)
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)
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2019-01-22 10:31:17 -08:00
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2018-11-27 09:09:16 -08:00
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local BASEDOCKERFILE=${BASEDOCKERFILE:-"kubernetes/dockerfiles/spark/Dockerfile"}
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2018-11-21 15:51:37 -08:00
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local PYDOCKERFILE=${PYDOCKERFILE:-false}
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local RDOCKERFILE=${RDOCKERFILE:-false}
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2020-06-02 11:11:23 -07:00
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local ARCHS=${ARCHS:-"--platform linux/amd64,linux/arm64"}
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2018-03-19 11:29:56 -07:00
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2018-11-27 09:09:16 -08:00
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(cd $(img_ctx_dir base) && docker build $NOCACHEARG "${BUILD_ARGS[@]}" \
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2018-01-11 10:37:35 -08:00
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-t $(image_ref spark) \
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2018-11-27 09:09:16 -08:00
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-f "$BASEDOCKERFILE" .)
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2018-10-19 15:03:53 -07:00
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if [ $? -ne 0 ]; then
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error "Failed to build Spark JVM Docker image, please refer to Docker build output for details."
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2018-10-18 10:21:37 -07:00
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fi
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2020-06-02 11:11:23 -07:00
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if [ "${CROSS_BUILD}" != "false" ]; then
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[SPARK-42462][K8S] Prevent `docker-image-tool.sh` from publishing OCI manifests
### What changes were proposed in this pull request?
This is found during Apache Spark 3.3.2 docker image publishing. It's not an Apache Spark but important for `docker-image-tool.sh` to provide backward compatibility during cross-building. This PR targets for all **future releases**, Apache Spark 3.4.0/3.3.3/3.2.4.
### Why are the changes needed?
Docker `buildx` v0.10.0 publishes OCI Manifests by default which is not supported by `docker manifest` command like the following.
https://github.com/docker/buildx/issues/1509
```
$ docker manifest inspect apache/spark:v3.3.2
no such manifest: docker.io/apache/spark:v3.3.2
```
Note that the published images are working on both AMD64/ARM64 machines, but `docker manifest` cannot be used. For example, we cannot create `latest` tag.
### Does this PR introduce _any_ user-facing change?
This will fix the regression of Docker `buildx`.
### How was this patch tested?
Manually builds the multi-arch image and check `manifest`.
```
$ docker manifest inspect apache/spark:v3.3.2
{
"schemaVersion": 2,
"mediaType": "application/vnd.docker.distribution.manifest.list.v2+json",
"manifests": [
{
"mediaType": "application/vnd.docker.distribution.manifest.v2+json",
"size": 3444,
"digest": "sha256:30ae5023fc384ae3b68d2fb83adde44b1ece05f926cfceecac44204cdc9e79cb",
"platform": {
"architecture": "amd64",
"os": "linux"
}
},
{
"mediaType": "application/vnd.docker.distribution.manifest.v2+json",
"size": 3444,
"digest": "sha256:aac13b5b5a681aefa91036d2acae91d30a743c2e78087c6df79af4de46a16e1b",
"platform": {
"architecture": "arm64",
"os": "linux"
}
}
]
}
```
Closes #40051 from dongjoon-hyun/SPARK-42462.
Authored-by: Dongjoon Hyun <dongjoon@apache.org>
Signed-off-by: Dongjoon Hyun <dongjoon@apache.org>
2023-02-15 21:52:17 -08:00
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(cd $(img_ctx_dir base) && docker buildx build $ARCHS $NOCACHEARG "${BUILD_ARGS[@]}" --push --provenance=false \
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2020-06-02 11:11:23 -07:00
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-t $(image_ref spark) \
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-f "$BASEDOCKERFILE" .)
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fi
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2018-06-08 11:18:34 -07:00
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2018-11-21 15:51:37 -08:00
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if [ "${PYDOCKERFILE}" != "false" ]; then
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2018-11-27 09:09:16 -08:00
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(cd $(img_ctx_dir pyspark) && docker build $NOCACHEARG "${BINDING_BUILD_ARGS[@]}" \
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2018-11-21 15:51:37 -08:00
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-t $(image_ref spark-py) \
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2018-11-27 09:09:16 -08:00
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-f "$PYDOCKERFILE" .)
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2018-11-21 15:51:37 -08:00
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if [ $? -ne 0 ]; then
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error "Failed to build PySpark Docker image, please refer to Docker build output for details."
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fi
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2020-06-02 11:11:23 -07:00
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if [ "${CROSS_BUILD}" != "false" ]; then
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[SPARK-42462][K8S] Prevent `docker-image-tool.sh` from publishing OCI manifests
### What changes were proposed in this pull request?
This is found during Apache Spark 3.3.2 docker image publishing. It's not an Apache Spark but important for `docker-image-tool.sh` to provide backward compatibility during cross-building. This PR targets for all **future releases**, Apache Spark 3.4.0/3.3.3/3.2.4.
### Why are the changes needed?
Docker `buildx` v0.10.0 publishes OCI Manifests by default which is not supported by `docker manifest` command like the following.
https://github.com/docker/buildx/issues/1509
```
$ docker manifest inspect apache/spark:v3.3.2
no such manifest: docker.io/apache/spark:v3.3.2
```
Note that the published images are working on both AMD64/ARM64 machines, but `docker manifest` cannot be used. For example, we cannot create `latest` tag.
### Does this PR introduce _any_ user-facing change?
This will fix the regression of Docker `buildx`.
### How was this patch tested?
Manually builds the multi-arch image and check `manifest`.
```
$ docker manifest inspect apache/spark:v3.3.2
{
"schemaVersion": 2,
"mediaType": "application/vnd.docker.distribution.manifest.list.v2+json",
"manifests": [
{
"mediaType": "application/vnd.docker.distribution.manifest.v2+json",
"size": 3444,
"digest": "sha256:30ae5023fc384ae3b68d2fb83adde44b1ece05f926cfceecac44204cdc9e79cb",
"platform": {
"architecture": "amd64",
"os": "linux"
}
},
{
"mediaType": "application/vnd.docker.distribution.manifest.v2+json",
"size": 3444,
"digest": "sha256:aac13b5b5a681aefa91036d2acae91d30a743c2e78087c6df79af4de46a16e1b",
"platform": {
"architecture": "arm64",
"os": "linux"
}
}
]
}
```
Closes #40051 from dongjoon-hyun/SPARK-42462.
Authored-by: Dongjoon Hyun <dongjoon@apache.org>
Signed-off-by: Dongjoon Hyun <dongjoon@apache.org>
2023-02-15 21:52:17 -08:00
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(cd $(img_ctx_dir pyspark) && docker buildx build $ARCHS $NOCACHEARG "${BINDING_BUILD_ARGS[@]}" --push --provenance=false \
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2020-06-02 11:11:23 -07:00
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-t $(image_ref spark-py) \
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-f "$PYDOCKERFILE" .)
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fi
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2018-11-21 15:51:37 -08:00
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fi
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if [ "${RDOCKERFILE}" != "false" ]; then
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2018-11-27 09:09:16 -08:00
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(cd $(img_ctx_dir sparkr) && docker build $NOCACHEARG "${BINDING_BUILD_ARGS[@]}" \
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2018-11-21 15:51:37 -08:00
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-t $(image_ref spark-r) \
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2018-11-27 09:09:16 -08:00
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-f "$RDOCKERFILE" .)
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2018-10-19 15:03:53 -07:00
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if [ $? -ne 0 ]; then
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2018-11-21 15:51:37 -08:00
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error "Failed to build SparkR Docker image, please refer to Docker build output for details."
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2018-10-19 15:03:53 -07:00
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fi
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2020-06-02 11:11:23 -07:00
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if [ "${CROSS_BUILD}" != "false" ]; then
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[SPARK-42462][K8S] Prevent `docker-image-tool.sh` from publishing OCI manifests
### What changes were proposed in this pull request?
This is found during Apache Spark 3.3.2 docker image publishing. It's not an Apache Spark but important for `docker-image-tool.sh` to provide backward compatibility during cross-building. This PR targets for all **future releases**, Apache Spark 3.4.0/3.3.3/3.2.4.
### Why are the changes needed?
Docker `buildx` v0.10.0 publishes OCI Manifests by default which is not supported by `docker manifest` command like the following.
https://github.com/docker/buildx/issues/1509
```
$ docker manifest inspect apache/spark:v3.3.2
no such manifest: docker.io/apache/spark:v3.3.2
```
Note that the published images are working on both AMD64/ARM64 machines, but `docker manifest` cannot be used. For example, we cannot create `latest` tag.
### Does this PR introduce _any_ user-facing change?
This will fix the regression of Docker `buildx`.
### How was this patch tested?
Manually builds the multi-arch image and check `manifest`.
```
$ docker manifest inspect apache/spark:v3.3.2
{
"schemaVersion": 2,
"mediaType": "application/vnd.docker.distribution.manifest.list.v2+json",
"manifests": [
{
"mediaType": "application/vnd.docker.distribution.manifest.v2+json",
"size": 3444,
"digest": "sha256:30ae5023fc384ae3b68d2fb83adde44b1ece05f926cfceecac44204cdc9e79cb",
"platform": {
"architecture": "amd64",
"os": "linux"
}
},
{
"mediaType": "application/vnd.docker.distribution.manifest.v2+json",
"size": 3444,
"digest": "sha256:aac13b5b5a681aefa91036d2acae91d30a743c2e78087c6df79af4de46a16e1b",
"platform": {
"architecture": "arm64",
"os": "linux"
}
}
]
}
```
Closes #40051 from dongjoon-hyun/SPARK-42462.
Authored-by: Dongjoon Hyun <dongjoon@apache.org>
Signed-off-by: Dongjoon Hyun <dongjoon@apache.org>
2023-02-15 21:52:17 -08:00
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(cd $(img_ctx_dir sparkr) && docker buildx build $ARCHS $NOCACHEARG "${BINDING_BUILD_ARGS[@]}" --push --provenance=false \
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2020-06-02 11:11:23 -07:00
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-t $(image_ref spark-r) \
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-f "$RDOCKERFILE" .)
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fi
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2018-10-18 10:21:37 -07:00
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fi
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2017-12-21 17:21:11 -08:00
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}
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function push {
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2018-11-21 15:51:37 -08:00
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docker_push "spark"
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docker_push "spark-py"
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docker_push "spark-r"
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2017-12-21 17:21:11 -08:00
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}
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function usage {
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2018-01-04 16:34:56 -08:00
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cat <<EOF
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Usage: $0 [options] [command]
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2018-01-11 10:37:35 -08:00
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Builds or pushes the built-in Spark Docker image.
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2018-01-04 16:34:56 -08:00
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Commands:
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2018-01-11 10:37:35 -08:00
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build Build image. Requires a repository address to be provided if the image will be
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pushed to a different registry.
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push Push a pre-built image to a registry. Requires a repository address to be provided.
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2018-01-04 16:34:56 -08:00
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Options:
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2021-11-15 09:20:37 +09:00
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-f file (Optional) Dockerfile to build for JVM based Jobs. By default builds the Dockerfile shipped with Spark.
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2018-11-21 15:51:37 -08:00
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-p file (Optional) Dockerfile to build for PySpark Jobs. Builds Python dependencies and ships with Spark.
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Skips building PySpark docker image if not specified.
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-R file (Optional) Dockerfile to build for SparkR Jobs. Builds R dependencies and ships with Spark.
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Skips building SparkR docker image if not specified.
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2018-08-17 16:04:02 -07:00
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-r repo Repository address.
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-t tag Tag to apply to the built image, or to identify the image to be pushed.
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-m Use minikube's Docker daemon.
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-n Build docker image with --no-cache
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2018-11-29 09:59:38 -08:00
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-u uid UID to use in the USER directive to set the user the main Spark process runs as inside the
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resulting container
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2020-06-02 11:11:23 -07:00
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-X Use docker buildx to cross build. Automatically pushes.
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See https://docs.docker.com/buildx/working-with-buildx/ for steps to setup buildx.
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2018-11-29 09:59:38 -08:00
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-b arg Build arg to build or push the image. For multiple build args, this option needs to
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be used separately for each build arg.
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2018-01-04 16:34:56 -08:00
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Using minikube when building images will do so directly into minikube's Docker daemon.
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There is no need to push the images into minikube in that case, they'll be automatically
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available when running applications inside the minikube cluster.
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Check the following documentation for more information on using the minikube Docker daemon:
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https://kubernetes.io/docs/getting-started-guides/minikube/#reusing-the-docker-daemon
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Examples:
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2018-01-11 10:37:35 -08:00
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- Build image in minikube with tag "testing"
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2018-01-04 16:34:56 -08:00
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$0 -m -t testing build
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2018-11-21 15:51:37 -08:00
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- Build PySpark docker image
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2024-08-06 10:43:21 +09:00
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$0 -r docker.io/myrepo -t v4.0.0 -p kubernetes/dockerfiles/spark/bindings/python/Dockerfile build
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2018-11-21 15:51:37 -08:00
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2024-08-06 10:43:21 +09:00
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- Build and push image with tag "v4.0.0" to docker.io/myrepo
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$0 -r docker.io/myrepo -t v4.0.0 build
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$0 -r docker.io/myrepo -t v4.0.0 push
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2020-04-09 21:36:26 -07:00
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2024-08-06 10:43:21 +09:00
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- Build and push Java17-based image with tag "v4.0.0" to docker.io/myrepo
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$0 -r docker.io/myrepo -t v4.0.0 -b java_image_tag=17 build
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$0 -r docker.io/myrepo -t v4.0.0 push
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2020-06-02 11:11:23 -07:00
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2023-01-24 02:23:29 -08:00
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- Build and push image for multiple archs to docker.io/myrepo
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2024-08-06 10:43:21 +09:00
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$0 -r docker.io/myrepo -t v4.0.0 -X build
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2020-06-02 11:11:23 -07:00
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# Note: buildx, which does cross building, needs to do the push during build
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2020-11-30 13:59:51 +09:00
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# So there is no separate push step with -X
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2020-06-02 11:11:23 -07:00
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2018-01-04 16:34:56 -08:00
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EOF
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2017-12-21 17:21:11 -08:00
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}
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if [[ "$@" = *--help ]] || [[ "$@" = *-h ]]; then
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usage
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exit 0
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fi
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2018-01-04 16:34:56 -08:00
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REPO=
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TAG=
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2018-06-08 11:18:34 -07:00
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BASEDOCKERFILE=
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PYDOCKERFILE=
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2018-08-17 16:04:02 -07:00
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RDOCKERFILE=
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2018-06-20 17:09:37 -07:00
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NOCACHEARG=
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2018-07-18 16:18:29 -05:00
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BUILD_PARAMS=
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2018-11-29 09:59:38 -08:00
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SPARK_UID=
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2020-06-02 11:11:23 -07:00
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CROSS_BUILD="false"
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while getopts f:p:R:mr:t:Xnb:u: option
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2017-12-21 17:21:11 -08:00
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do
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case "${option}"
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in
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2019-01-24 10:11:55 -08:00
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f) BASEDOCKERFILE=$(resolve_file ${OPTARG});;
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p) PYDOCKERFILE=$(resolve_file ${OPTARG});;
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R) RDOCKERFILE=$(resolve_file ${OPTARG});;
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2017-12-21 17:21:11 -08:00
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r) REPO=${OPTARG};;
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t) TAG=${OPTARG};;
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2018-06-20 17:09:37 -07:00
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n) NOCACHEARG="--no-cache";;
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2018-07-18 16:18:29 -05:00
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b) BUILD_PARAMS=${BUILD_PARAMS}" --build-arg "${OPTARG};;
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2020-06-02 11:11:23 -07:00
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X) CROSS_BUILD=1;;
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2018-01-04 16:34:56 -08:00
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m)
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if ! which minikube 1>/dev/null; then
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error "Cannot find minikube."
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fi
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2018-11-07 13:19:31 -08:00
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if ! minikube status 1>/dev/null; then
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error "Cannot contact minikube. Make sure it's running."
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fi
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2019-05-03 10:13:22 -07:00
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eval $(minikube docker-env --shell bash)
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2018-01-04 16:34:56 -08:00
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;;
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2018-11-29 09:59:38 -08:00
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u) SPARK_UID=${OPTARG};;
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2017-12-21 17:21:11 -08:00
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esac
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done
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2018-01-04 16:34:56 -08:00
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case "${@: -1}" in
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build)
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build
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;;
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push)
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if [ -z "$REPO" ]; then
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usage
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exit 1
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fi
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push
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;;
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*)
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2017-12-21 17:21:11 -08:00
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usage
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2018-01-04 16:34:56 -08:00
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exit 1
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;;
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esac
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