diff --git a/components/bigquery/query/build_image.sh b/components/bigquery/query/build_image.sh
index 580adc69721..8442b9c1353 100755
--- a/components/bigquery/query/build_image.sh
+++ b/components/bigquery/query/build_image.sh
@@ -13,45 +13,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-while getopts ":hp:t:i:" opt; do
-  case "${opt}" in
-    h) echo "-p: project name"
-        echo "-t: tag name"
-        echo "-i: image name. If provided, project name and tag name are not necessary"
-        exit
-      ;;
-    p) PROJECT_ID=${OPTARG}
-      ;;
-    t) TAG_NAME=${OPTARG}
-      ;;
-    i) IMAGE_NAME=${OPTARG}
-      ;;
-    \? ) echo "Usage: cmd [-p] project [-t] tag [-i] image"
-      exit
-      ;;
-  esac
-done
-
-LOCAL_IMAGE_NAME=ml-pipeline-bigquery-query
-
-if [ -z "${PROJECT_ID}" ]; then
-  PROJECT_ID=$(gcloud config config-helper --format "value(configuration.properties.core.project)")
-fi
-
-if [ -z "${TAG_NAME}" ]; then
-  TAG_NAME=$(date +v%Y%m%d)-$(git describe --tags --always --dirty)-$(git diff | shasum -a256 | cut -c -6)
-fi
-
 # build base image
 pushd ../base
 ./build_image.sh
 popd
 
-docker build -t ${LOCAL_IMAGE_NAME} .
-if [ -z "${IMAGE_NAME}" ]; then
-  docker tag ${LOCAL_IMAGE_NAME} gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-  docker push gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-else
-  docker tag ${LOCAL_IMAGE_NAME} "${IMAGE_NAME}"
-  docker push "${IMAGE_NAME}"
-fi
+../../build_image.sh -l ml-pipeline-bigquery-query "$@"
diff --git a/components/build_image.sh b/components/build_image.sh
new file mode 100755
index 00000000000..5a080aac198
--- /dev/null
+++ b/components/build_image.sh
@@ -0,0 +1,59 @@
+#!/bin/bash -e
+# Copyright 2018 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+while getopts ":hp:t:i:l:" opt; do
+  case "${opt}" in
+    h) echo "-p: project name"
+        echo "-t: tag name"
+        echo "-i: image name. If provided, project name and tag name are not necessary"
+        echo "-l: local image name."
+        exit
+      ;;
+    p) PROJECT_ID=${OPTARG}
+      ;;
+    t) TAG_NAME=${OPTARG}
+      ;;
+    i) IMAGE_NAME=${OPTARG}
+      ;;
+    l) LOCAL_IMAGE_NAME=${OPTARG}
+      ;;
+    \? ) echo "Usage: cmd [-p] project [-t] tag [-i] image [-l] local image"
+      exit
+      ;;
+  esac
+done
+
+if [ -z "${PROJECT_ID}" ]; then
+  PROJECT_ID=$(gcloud config config-helper --format "value(configuration.properties.core.project)")
+fi
+
+if [ -z "${TAG_NAME}" ]; then
+  TAG_NAME=$(date +v%Y%m%d)-$(git describe --tags --always --dirty)-$(git diff | shasum -a256 | cut -c -6)
+fi
+
+if [ -z "${IMAGE_NAME}" ]; then
+  docker pull gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:latest || true
+fi
+
+docker build -t ${LOCAL_IMAGE_NAME} . --cache-from gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:latest
+if [ -z "${IMAGE_NAME}" ]; then
+  docker tag ${LOCAL_IMAGE_NAME} gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
+  docker tag ${LOCAL_IMAGE_NAME} gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:latest
+  docker push gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
+  docker push gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:latest
+else
+  docker tag ${LOCAL_IMAGE_NAME} "${IMAGE_NAME}"
+  docker push "${IMAGE_NAME}"
+fi
diff --git a/components/dataflow/predict/build_image.sh b/components/dataflow/predict/build_image.sh
index 128420445a5..a25457fa10f 100755
--- a/components/dataflow/predict/build_image.sh
+++ b/components/dataflow/predict/build_image.sh
@@ -13,45 +13,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-while getopts ":hp:t:i:" opt; do
-  case "${opt}" in
-    h) echo "-p: project name"
-        echo "-t: tag name"
-        echo "-i: image name. If provided, project name and tag name are not necessary"
-        exit
-      ;;
-    p) PROJECT_ID=${OPTARG}
-      ;;
-    t) TAG_NAME=${OPTARG}
-      ;;
-    i) IMAGE_NAME=${OPTARG}
-      ;;
-    \? ) echo "Usage: cmd [-p] project [-t] tag [-i] image"
-      exit
-      ;;
-  esac
-done
-
-LOCAL_IMAGE_NAME=ml-pipeline-dataflow-tf-predict
-
-if [ -z "${PROJECT_ID}" ]; then
-  PROJECT_ID=$(gcloud config config-helper --format "value(configuration.properties.core.project)")
-fi
-
-if [ -z "${TAG_NAME}" ]; then
-  TAG_NAME=$(date +v%Y%m%d)-$(git describe --tags --always --dirty)-$(git diff | shasum -a256 | cut -c -6)
-fi
-
 # build base image
 pushd ../base
 ./build_image.sh
 popd
 
-docker build -t ${LOCAL_IMAGE_NAME} .
-if [ -z "${IMAGE_NAME}" ]; then
-  docker tag ${LOCAL_IMAGE_NAME} gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-  docker push gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-else
-  docker tag ${LOCAL_IMAGE_NAME} ${IMAGE_NAME}
-  docker push ${IMAGE_NAME}
-fi
\ No newline at end of file
+../../build_image.sh -l ml-pipeline-dataflow-tf-predict "$@"
\ No newline at end of file
diff --git a/components/dataflow/tfdv/build_image.sh b/components/dataflow/tfdv/build_image.sh
index 01c8c47ff97..2880ee43b16 100755
--- a/components/dataflow/tfdv/build_image.sh
+++ b/components/dataflow/tfdv/build_image.sh
@@ -13,45 +13,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-while getopts ":hp:t:i:" opt; do
-  case "${opt}" in
-    h) echo "-p: project name"
-        echo "-t: tag name"
-        echo "-i: image name. If provided, project name and tag name are not necessary"
-        exit
-      ;;
-    p) PROJECT_ID=${OPTARG}
-      ;;
-    t) TAG_NAME=${OPTARG}
-      ;;
-    i) IMAGE_NAME=${OPTARG}
-      ;;
-    \? ) echo "Usage: cmd [-p] project [-t] tag [-i] image"
-      exit
-      ;;
-  esac
-done
-
-LOCAL_IMAGE_NAME=ml-pipeline-dataflow-tfdv
-
-if [ -z "${PROJECT_ID}" ]; then
-  PROJECT_ID=$(gcloud config config-helper --format "value(configuration.properties.core.project)")
-fi
-
-if [ -z "${TAG_NAME}" ]; then
-  TAG_NAME=$(date +v%Y%m%d)-$(git describe --tags --always --dirty)-$(git diff | shasum -a256 | cut -c -6)
-fi
-
 # build base image
 pushd ../base
 ./build_image.sh
 popd
 
-docker build -t ${LOCAL_IMAGE_NAME} .
-if [ -z "${IMAGE_NAME}" ]; then
-  docker tag ${LOCAL_IMAGE_NAME} gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-  docker push gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-else
-  docker tag ${LOCAL_IMAGE_NAME} "${IMAGE_NAME}"
-  docker push "${IMAGE_NAME}"
-fi
+../../build_image.sh -l ml-pipeline-dataflow-tfdv "$@"
diff --git a/components/dataflow/tfma/build_image.sh b/components/dataflow/tfma/build_image.sh
index 097b8ec2fde..464d942f4b5 100755
--- a/components/dataflow/tfma/build_image.sh
+++ b/components/dataflow/tfma/build_image.sh
@@ -13,45 +13,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-while getopts ":hp:t:i:" opt; do
-  case "${opt}" in
-    h) echo "-p: project name"
-        echo "-t: tag name"
-        echo "-i: image name. If provided, project name and tag name are not necessary"
-        exit
-      ;;
-    p) PROJECT_ID=${OPTARG}
-      ;;
-    t) TAG_NAME=${OPTARG}
-      ;;
-    i) IMAGE_NAME=${OPTARG}
-      ;;
-    \? ) echo "Usage: cmd [-p] project [-t] tag [-i] image"
-      exit
-      ;;
-  esac
-done
-
-LOCAL_IMAGE_NAME=ml-pipeline-dataflow-tfma
-
-if [ -z "${PROJECT_ID}" ]; then
-  PROJECT_ID=$(gcloud config config-helper --format "value(configuration.properties.core.project)")
-fi
-
-if [ -z "${TAG_NAME}" ]; then
-  TAG_NAME=$(date +v%Y%m%d)-$(git describe --tags --always --dirty)-$(git diff | shasum -a256 | cut -c -6)
-fi
-
 # build base image
 pushd ../base
 ./build_image.sh
 popd
 
-docker build -t ${LOCAL_IMAGE_NAME} .
-if [ -z "${IMAGE_NAME}" ]; then
-  docker tag ${LOCAL_IMAGE_NAME} gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-  docker push gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-else
-  docker tag ${LOCAL_IMAGE_NAME} "${IMAGE_NAME}"
-  docker push "${IMAGE_NAME}"
-fi
\ No newline at end of file
+../../build_image.sh -l ml-pipeline-dataflow-tfma "$@"
diff --git a/components/dataflow/tft/build_image.sh b/components/dataflow/tft/build_image.sh
index f562b2ea2ca..e260152bd52 100755
--- a/components/dataflow/tft/build_image.sh
+++ b/components/dataflow/tft/build_image.sh
@@ -13,45 +13,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-while getopts ":hp:t:i:" opt; do
-  case "${opt}" in
-    h) echo "-p: project name"
-        echo "-t: tag name"
-        echo "-i: image name. If provided, project name and tag name are not necessary"
-        exit
-      ;;
-    p) PROJECT_ID=${OPTARG}
-      ;;
-    t) TAG_NAME=${OPTARG}
-      ;;
-    i) IMAGE_NAME=${OPTARG}
-      ;;
-    \? ) echo "Usage: cmd [-p] project [-t] tag [-i] image"
-      exit
-      ;;
-  esac
-done
-
-LOCAL_IMAGE_NAME=ml-pipeline-dataflow-tft
-
-if [ -z "${PROJECT_ID}" ]; then
-  PROJECT_ID=$(gcloud config config-helper --format "value(configuration.properties.core.project)")
-fi
-
-if [ -z "${TAG_NAME}" ]; then
-  TAG_NAME=$(date +v%Y%m%d)-$(git describe --tags --always --dirty)-$(git diff | shasum -a256 | cut -c -6)
-fi
-
 # build base image
 pushd ../base
 ./build_image.sh
 popd
 
-docker build -t ${LOCAL_IMAGE_NAME} .
-if [ -z "${IMAGE_NAME}" ]; then
-  docker tag ${LOCAL_IMAGE_NAME} gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-  docker push gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-else
-  docker tag ${LOCAL_IMAGE_NAME} "${IMAGE_NAME}"
-  docker push "${IMAGE_NAME}"
-fi
\ No newline at end of file
+../../build_image.sh -l ml-pipeline-dataflow-tft "$@"
\ No newline at end of file
diff --git a/components/dataproc/analyze/build_image.sh b/components/dataproc/analyze/build_image.sh
index 64bfbad9500..78885ef5a48 100755
--- a/components/dataproc/analyze/build_image.sh
+++ b/components/dataproc/analyze/build_image.sh
@@ -13,45 +13,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-while getopts ":hp:t:i:" opt; do
-  case "${opt}" in
-    h) echo "-p: project name"
-        echo "-t: tag name"
-        echo "-i: image name. If provided, project name and tag name are not necessary"
-        exit
-      ;;
-    p) PROJECT_ID=${OPTARG}
-      ;;
-    t) TAG_NAME=${OPTARG}
-      ;;
-    i) IMAGE_NAME=${OPTARG}
-      ;;
-    \? ) echo "Usage: cmd [-p] project [-t] tag [-i] image"
-      exit
-      ;;
-  esac
-done
-
-LOCAL_IMAGE_NAME=ml-pipeline-dataproc-analyze
-
-if [ -z "${PROJECT_ID}" ]; then
-  PROJECT_ID=$(gcloud config config-helper --format "value(configuration.properties.core.project)")
-fi
-
-if [ -z "${TAG_NAME}" ]; then
-  TAG_NAME=$(date +v%Y%m%d)-$(git describe --tags --always --dirty)-$(git diff | shasum -a256 | cut -c -6)
-fi
-
 # build base image
 pushd ../base
 ./build_image.sh
 popd
 
-docker build -t ${LOCAL_IMAGE_NAME} .
-if [ -z "${IMAGE_NAME}" ]; then
-  docker tag ${LOCAL_IMAGE_NAME} gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-  docker push gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-else
-  docker tag ${LOCAL_IMAGE_NAME} ${IMAGE_NAME}
-  docker push ${IMAGE_NAME}
-fi
\ No newline at end of file
+../../build_image.sh -l ml-pipeline-dataproc-analyze "$@"
diff --git a/components/dataproc/create_cluster/build_image.sh b/components/dataproc/create_cluster/build_image.sh
index 9998ec2e4a8..019956c832a 100755
--- a/components/dataproc/create_cluster/build_image.sh
+++ b/components/dataproc/create_cluster/build_image.sh
@@ -13,45 +13,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-while getopts ":hp:t:i:" opt; do
-  case "${opt}" in
-    h) echo "-p: project name"
-        echo "-t: tag name"
-        echo "-i: image name. If provided, project name and tag name are not necessary"
-        exit
-      ;;
-    p) PROJECT_ID=${OPTARG}
-      ;;
-    t) TAG_NAME=${OPTARG}
-      ;;
-    i) IMAGE_NAME=${OPTARG}
-      ;;
-    \? ) echo "Usage: cmd [-p] project [-t] tag [-i] image"
-      exit
-      ;;
-  esac
-done
-
-LOCAL_IMAGE_NAME=ml-pipeline-dataproc-create-cluster
-
-if [ -z "${PROJECT_ID}" ]; then
-  PROJECT_ID=$(gcloud config config-helper --format "value(configuration.properties.core.project)")
-fi
-
-if [ -z "${TAG_NAME}" ]; then
-  TAG_NAME=$(date +v%Y%m%d)-$(git describe --tags --always --dirty)-$(git diff | shasum -a256 | cut -c -6)
-fi
-
 # build base image
 pushd ../base
 ./build_image.sh
 popd
 
-docker build -t ${LOCAL_IMAGE_NAME} .
-if [ -z "${IMAGE_NAME}" ]; then
-  docker tag ${LOCAL_IMAGE_NAME} gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-  docker push gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-else
-  docker tag ${LOCAL_IMAGE_NAME} ${IMAGE_NAME}
-  docker push ${IMAGE_NAME}
-fi
\ No newline at end of file
+../../build_image.sh -l ml-pipeline-dataproc-create-cluster "$@"
diff --git a/components/dataproc/delete_cluster/build_image.sh b/components/dataproc/delete_cluster/build_image.sh
index c0afdcd9c19..8de7d5347d4 100755
--- a/components/dataproc/delete_cluster/build_image.sh
+++ b/components/dataproc/delete_cluster/build_image.sh
@@ -13,45 +13,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-while getopts ":hp:t:i:" opt; do
-  case "${opt}" in
-    h) echo "-p: project name"
-        echo "-t: tag name"
-        echo "-i: image name. If provided, project name and tag name are not necessary"
-        exit
-      ;;
-    p) PROJECT_ID=${OPTARG}
-      ;;
-    t) TAG_NAME=${OPTARG}
-      ;;
-    i) IMAGE_NAME=${OPTARG}
-      ;;
-    \? ) echo "Usage: cmd [-p] project [-t] tag [-i] image"
-      exit
-      ;;
-  esac
-done
-
-LOCAL_IMAGE_NAME=ml-pipeline-dataproc-delete-cluster
-
-if [ -z "${PROJECT_ID}" ]; then
-  PROJECT_ID=$(gcloud config config-helper --format "value(configuration.properties.core.project)")
-fi
-
-if [ -z "${TAG_NAME}" ]; then
-  TAG_NAME=$(date +v%Y%m%d)-$(git describe --tags --always --dirty)-$(git diff | shasum -a256 | cut -c -6)
-fi
-
 # build base image
 pushd ../base
 ./build_image.sh
 popd
 
-docker build -t ${LOCAL_IMAGE_NAME} .
-if [ -z "${IMAGE_NAME}" ]; then
-  docker tag ${LOCAL_IMAGE_NAME} gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-  docker push gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-else
-  docker tag ${LOCAL_IMAGE_NAME} ${IMAGE_NAME}
-  docker push ${IMAGE_NAME}
-fi
\ No newline at end of file
+../../build_image.sh -l ml-pipeline-dataproc-delete-cluster "$@"
diff --git a/components/dataproc/predict/build_image.sh b/components/dataproc/predict/build_image.sh
index 457dd788075..91aaa333830 100755
--- a/components/dataproc/predict/build_image.sh
+++ b/components/dataproc/predict/build_image.sh
@@ -13,45 +13,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-while getopts ":hp:t:i:" opt; do
-  case "${opt}" in
-    h) echo "-p: project name"
-        echo "-t: tag name"
-        echo "-i: image name. If provided, project name and tag name are not necessary"
-        exit
-      ;;
-    p) PROJECT_ID=${OPTARG}
-      ;;
-    t) TAG_NAME=${OPTARG}
-      ;;
-    i) IMAGE_NAME=${OPTARG}
-      ;;
-    \? ) echo "Usage: cmd [-p] project [-t] tag [-i] image"
-      exit
-      ;;
-  esac
-done
-
-LOCAL_IMAGE_NAME=ml-pipeline-dataproc-predict
-
-if [ -z "${PROJECT_ID}" ]; then
-  PROJECT_ID=$(gcloud config config-helper --format "value(configuration.properties.core.project)")
-fi
-
-if [ -z "${TAG_NAME}" ]; then
-  TAG_NAME=$(date +v%Y%m%d)-$(git describe --tags --always --dirty)-$(git diff | shasum -a256 | cut -c -6)
-fi
-
 # build base image
 pushd ../base
 ./build_image.sh
 popd
 
-docker build -t ${LOCAL_IMAGE_NAME} .
-if [ -z "${IMAGE_NAME}" ]; then
-  docker tag ${LOCAL_IMAGE_NAME} gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-  docker push gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-else
-  docker tag ${LOCAL_IMAGE_NAME} ${IMAGE_NAME}
-  docker push ${IMAGE_NAME}
-fi
\ No newline at end of file
+../../build_image.sh -l ml-pipeline-dataproc-predict "$@"
diff --git a/components/dataproc/train/build_image.sh b/components/dataproc/train/build_image.sh
index e8ae37f3c25..50717458e8e 100755
--- a/components/dataproc/train/build_image.sh
+++ b/components/dataproc/train/build_image.sh
@@ -13,45 +13,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-while getopts ":hp:t:i:" opt; do
-  case "${opt}" in
-    h) echo "-p: project name"
-        echo "-t: tag name"
-        echo "-i: image name. If provided, project name and tag name are not necessary"
-        exit
-      ;;
-    p) PROJECT_ID=${OPTARG}
-      ;;
-    t) TAG_NAME=${OPTARG}
-      ;;
-    i) IMAGE_NAME=${OPTARG}
-      ;;
-    \? ) echo "Usage: cmd [-p] project [-t] tag [-i] image"
-      exit
-      ;;
-  esac
-done
-
-LOCAL_IMAGE_NAME=ml-pipeline-dataproc-train
-
-if [ -z "${PROJECT_ID}" ]; then
-  PROJECT_ID=$(gcloud config config-helper --format "value(configuration.properties.core.project)")
-fi
-
-if [ -z "${TAG_NAME}" ]; then
-  TAG_NAME=$(date +v%Y%m%d)-$(git describe --tags --always --dirty)-$(git diff | shasum -a256 | cut -c -6)
-fi
-
 # build base image
 pushd ../base
 ./build_image.sh
 popd
 
-docker build -t ${LOCAL_IMAGE_NAME} .
-if [ -z "${IMAGE_NAME}" ]; then
-  docker tag ${LOCAL_IMAGE_NAME} gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-  docker push gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-else
-  docker tag ${LOCAL_IMAGE_NAME} ${IMAGE_NAME}
-  docker push ${IMAGE_NAME}
-fi
\ No newline at end of file
+../../build_image.sh -l ml-pipeline-dataproc-train "$@"
diff --git a/components/dataproc/transform/build_image.sh b/components/dataproc/transform/build_image.sh
index e48d7afa016..b9ce83da423 100755
--- a/components/dataproc/transform/build_image.sh
+++ b/components/dataproc/transform/build_image.sh
@@ -13,45 +13,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-while getopts ":hp:t:i:" opt; do
-  case "${opt}" in
-    h) echo "-p: project name"
-        echo "-t: tag name"
-        echo "-i: image name. If provided, project name and tag name are not necessary"
-        exit
-      ;;
-    p) PROJECT_ID=${OPTARG}
-      ;;
-    t) TAG_NAME=${OPTARG}
-      ;;
-    i) IMAGE_NAME=${OPTARG}
-      ;;
-    \? ) echo "Usage: cmd [-p] project [-t] tag [-i] image"
-      exit
-      ;;
-  esac
-done
-
-LOCAL_IMAGE_NAME=ml-pipeline-dataproc-transform
-
-if [ -z "${PROJECT_ID}" ]; then
-  PROJECT_ID=$(gcloud config config-helper --format "value(configuration.properties.core.project)")
-fi
-
-if [ -z "${TAG_NAME}" ]; then
-  TAG_NAME=$(date +v%Y%m%d)-$(git describe --tags --always --dirty)-$(git diff | shasum -a256 | cut -c -6)
-fi
-
 # build base image
 pushd ../base
 ./build_image.sh
 popd
 
-docker build -t ${LOCAL_IMAGE_NAME} .
-if [ -z "${IMAGE_NAME}" ]; then
-  docker tag ${LOCAL_IMAGE_NAME} gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-  docker push gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-else
-  docker tag ${LOCAL_IMAGE_NAME} ${IMAGE_NAME}
-  docker push ${IMAGE_NAME}
-fi
\ No newline at end of file
+../../build_image.sh -l ml-pipeline-dataproc-transform "$@"
diff --git a/components/local/confusion_matrix/build_image.sh b/components/local/confusion_matrix/build_image.sh
index c9d2d3ad71a..09479eaed5f 100755
--- a/components/local/confusion_matrix/build_image.sh
+++ b/components/local/confusion_matrix/build_image.sh
@@ -13,45 +13,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-while getopts ":hp:t:i:" opt; do
-  case "${opt}" in
-    h) echo "-p: project name"
-        echo "-t: tag name"
-        echo "-i: image name. If provided, project name and tag name are not necessary"
-        exit
-      ;;
-    p) PROJECT_ID=${OPTARG}
-      ;;
-    t) TAG_NAME=${OPTARG}
-      ;;
-    i) IMAGE_NAME=${OPTARG}
-      ;;
-    \? ) echo "Usage: cmd [-p] project [-t] tag [-i] image"
-      exit
-      ;;
-  esac
-done
-
-LOCAL_IMAGE_NAME=ml-pipeline-local-confusion-matrix
-
-if [ -z "${PROJECT_ID}" ]; then
-  PROJECT_ID=$(gcloud config config-helper --format "value(configuration.properties.core.project)")
-fi
-
-if [ -z "${TAG_NAME}" ]; then
-  TAG_NAME=$(date +v%Y%m%d)-$(git describe --tags --always --dirty)-$(git diff | shasum -a256 | cut -c -6)
-fi
-
 # build base image
 pushd ../base
 ./build_image.sh
 popd
 
-docker build -t ${LOCAL_IMAGE_NAME} .
-if [ -z "${IMAGE_NAME}" ]; then
-  docker tag ${LOCAL_IMAGE_NAME} gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-  docker push gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-else
-  docker tag ${LOCAL_IMAGE_NAME} "${IMAGE_NAME}"
-  docker push "${IMAGE_NAME}"
-fi
+../../build_image.sh -l ml-pipeline-local-confusion-matrix "$@"
diff --git a/components/local/roc/build_image.sh b/components/local/roc/build_image.sh
index f7b304dbcce..6d675050692 100755
--- a/components/local/roc/build_image.sh
+++ b/components/local/roc/build_image.sh
@@ -13,45 +13,9 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-while getopts ":hp:t:i:" opt; do
-  case "${opt}" in
-    h) echo "-p: project name"
-        echo "-t: tag name"
-        echo "-i: image name. If provided, project name and tag name are not necessary"
-        exit
-      ;;
-    p) PROJECT_ID=${OPTARG}
-      ;;
-    t) TAG_NAME=${OPTARG}
-      ;;
-    i) IMAGE_NAME=${OPTARG}
-      ;;
-    \? ) echo "Usage: cmd [-p] project [-t] tag [-i] image"
-      exit
-      ;;
-  esac
-done
-
-LOCAL_IMAGE_NAME=ml-pipeline-local-roc
-
-if [ -z "${PROJECT_ID}" ]; then
-  PROJECT_ID=$(gcloud config config-helper --format "value(configuration.properties.core.project)")
-fi
-
-if [ -z "${TAG_NAME}" ]; then
-  TAG_NAME=$(date +v%Y%m%d)-$(git describe --tags --always --dirty)-$(git diff | shasum -a256 | cut -c -6)
-fi
-
 # build base image
 pushd ../base
 ./build_image.sh
 popd
 
-docker build -t ${LOCAL_IMAGE_NAME} .
-if [ -z "${IMAGE_NAME}" ]; then
-  docker tag ${LOCAL_IMAGE_NAME} gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-  docker push gcr.io/${PROJECT_ID}/${LOCAL_IMAGE_NAME}:${TAG_NAME}
-else
-  docker tag ${LOCAL_IMAGE_NAME} ${IMAGE_NAME}
-  docker push ${IMAGE_NAME}
-fi
\ No newline at end of file
+../../build_image.sh -l ml-pipeline-local-roc "$@"