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# Copyright 2018 Google LLC
#
# Licensed under the Apache
8000
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.
#
# Utilies for working with clusters and google cloud
# Checks that the gsutil CLI exists.
function check_gsutil_exists() {
command -v gsutil >/dev/null 2>&1 || {
echo >&2 "gsutil command is not defined"
echo >&2 "Install Google Cloud SDK first:"
echo >&2 " https://cloud.google.com/sdk/downloads"
exit 1
}
}
# Checks that the gcloud CLI exists.
function check_gcloud_exists() {
command -v gcloud >/dev/null 2>&1 || {
echo >&2 "gcloud command is not defined"
echo >&2 "Install Google Cloud SDK first"
echo >&2 " https://cloud.google.com/sdk/downloads"
exit 1
}
}
# Checks that the cbt (Cloud Bigtable) CLI exists.
function check_cbt_exists() {
command -v cbt >/dev/null 2>&1 || {
echo >&2 "cbt command is not defined"
echo >&2 "Install Google Cloud SDK first:"
echo >&2 " https://cloud.google.com/sdk/downloads"
echo >&2 "then:"
echo >&2 " gcloud components install cbt"
exit 1
}
}
# Creates a cloud bucket if it doesn't exist. Recall that cloud buckets are
# a global namespace.
#
# Globals:
# BUCKET_NAME: The name of the cloud bucket
# BUCKET_LOCATION: The location to create the cloud bucket
function create_gcs_bucket() {
check_gsutil_exists
if [[ -z "${BUCKET_NAME}" ]]; then
echo >&2 "BUCKET_NAME is not defined"
return 1
fi
if [[ -z "${BUCKET_LOCATION}" ]]; then
echo >&2 "BUCKET_LOCATION is not defined"
return 1
fi
gsutil ls -b gs://$BUCKET_NAME >/dev/null || {
echo >&2 "Bucket $BUCKET_NAME does not exist. Creating."
gsutil mb -l $BUCKET_LOCATION gs://$BUCKET_NAME
}
}
# Creates a Cloud Bigtable instance and table for storing games.
# Globals:
# PROJECT: The cloud project
# CBT_INSTANCE: The Cloud Bigtable instance to create within PROJECT
# CBT_ZONE: The zone in which to create the instance
function create_cbt_instance() {
check_cbt_exists
if [[ -z "${PROJECT}" ]]; then
echo >&2 "PROJECT is not defined"
return 1
fi
if [[ -z "${CBT_INSTANCE}" ]]; then
echo >&2 "CBT_INSTANCE is not defined"
return 1
fi
if ! ( cbt -project ${PROJECT} createinstance ${CBT_INSTANCE} ${CBT_INSTANCE} \
${CBT_INSTANCE}-c ${CBT_ZONE} 3 SSD ); then
echo "Could not create instance ${CBT_INSTANCE} in project ${PROJECT}"
return 1
fi
}
# Creates a Cloud Bigtable family.
# Globals:
# PROJECT: The cloud project
# CBT_INSTANCE: The Cloud Bigtable instance within PROJECT (create if absent)
# Params
# $1: family
function create_cbt_family() {
check_cbt_exists
table="$1"
family="$2"
if ( cbt -project ${PROJECT} -instance ${CBT_INSTANCE} ls ${table} |& grep -wq "^${family}" ); then
echo "CBT family ${family} already exists in table ${PROJECT}:${CBT_INSTANCE}:${table}"
return 0
fi
if ! ( cbt -project ${PROJECT} -instance ${CBT_INSTANCE} createfamily ${table} ${family} &&
cbt -project ${PROJECT} -instance ${CBT_INSTANCE} setgcpolicy ${table} ${family} maxversions=1 ); then
echo "Could not create family ${family} in table ${table}"
return 1
fi
}
# Creates a Cloud Bigtable table for storing games.
# Globals:
# PROJECT: The cloud project
# CBT_INSTANCE: The Cloud Bigtable instance within PROJECT (create if absent)
function create_cbt_table() {
check_cbt_exists
table="$1"
if ! ( cbt -project ${PROJECT} listinstances |& grep -wq "^${CBT_INSTANCE}" ); then
echo "Creating cbt instance: ${CBT_INSTANCE}"
create_cbt_instance
fi
if ! ( cbt -project ${PROJECT} -instance ${CBT_INSTANCE} ls |& grep -wq "^${table}" ); then
if ! ( cbt -project ${PROJECT} -instance ${CBT_INSTANCE} createtable ${table} ); then
echo "Could not create table ${table} on instance ${CBT_INSTANCE} in project ${PROJECT}"
return 1
fi
fi
}
# Creates a Cloud Bigtable table for storing games.
# Globals:
# PROJECT: The cloud project
# CBT_INSTANCE: The Cloud Bigtable instance within PROJECT (create if absent)
# CBT_TABLE: The name of the Cloud Bigtable table to create in CBT_INSTANCE
function create_cbt_game_table() {
check_cbt_exists
if ! (create_cbt_table ${CBT_TABLE} ); then
return 1
fi
if ! (create_cbt_family ${CBT_TABLE} tfexample &&
create_cbt_family ${CBT_TABLE} metadata ); then
return 1
fi
}
# Creates a Cloud Bigtable table for storing eval games.
# Globals:
# PROJECT: The cloud project
# CBT_INSTANCE: The Cloud Bigtable instance within PROJECT (create if absent)
# CBT_EVAL_TABLE: The name of the Cloud Bigtable table to create in CBT_INSTANCE
function create_cbt_eval_game_table() {
check_cbt_exists
if ! (create_cbt_table ${CBT_EVAL_TABLE} ); then
return 1
fi
if ! (create_cbt_family ${CBT_EVAL_TABLE} metadata ); then
return 1
fi
}
# Creates a Cloud Bigtable table for storing models.
# Globals:
# PROJECT: The cloud project
# CBT_INSTANCE: The Cloud Bigtable instance within PROJECT (create if absent)
# CBT_MODEL_TABLE: The name of the Cloud Bigtable table to create in CBT_INSTANCE
function create_cbt_model_table() {
check_cbt_exists
if ! (create_cbt_table ${CBT_MODEL_TABLE} ); then
return 1
fi
if ! (create_cbt_family ${CBT_MODEL_TABLE} metadata ); then
return 1
fi
}
# Creates a cluster service account if it doesn't exist.
# Globals:
# PROJECT: The cloud project
# SERVICE_ACCOUNT: The service account email to create.
function create_service_account_key() {
check_gcloud_exists
if [[ -z "${PROJECT}" ]]; then
echo >&2 "PROJECT is not defined"
return 1
fi
if [[ -z "${SERVICE_ACCOUNT}" ]]; then
echo >&2 "SERVICE_ACCOUNT is not defined"
return 1
fi
if [[ -z "${SERVICE_ACCOUNT_EMAIL}" ]]; then
echo >&2 "SERVICE_ACCOUNT_EMAIL is not defined"
return 1
fi
if [[ -z "${SERVICE_ACCOUNT_KEY_LOCATION}" ]]; then
echo >&2 "SERVICE_ACCOUNT_KEY_LOCATION is not defined"
return 1
fi
if [[ -z "${BUCKET_NAME}" ]]; then
echo >&2 "BUCKET_NAME is not defined"
return 1
fi
if ! gcloud iam service-accounts list --project=$PROJECT | grep -q ${SERVICE_ACCOUNT}; then
echo >&2 "SERVICE_ACCOUNT doesn't exist: creating"
gcloud iam service-accounts create $SERVICE_ACCOUNT --project=$PROJECT
fi
# Make sure the service account can actually read the existing model entries
gsutil ls gs://$BUCKET_NAME/models >/dev/null 2>&1 && {
gsutil -m acl ch -r -u "${SERVICE_ACCOUNT_EMAIL}":R gs://${BUCKET_NAME}/models
}
# Grant it write permissions on our bucket. Should be safe to do multiple times
gsutil acl ch -u "${SERVICE_ACCOUNT_EMAIL}":W gs://${BUCKET_NAME}
if [[ ! -f "${SERVICE_ACCOUNT_KEY_LOCATION}" ]]; then
echo >&2 "Service account key file doesn't exist."
echo >&2 "Creating new key file at ${SERVICE_ACCOUNT_KEY_LOCATION}"
gcloud iam service-accounts keys create \
"${SERVICE_ACCOUNT_KEY_LOCATION}" --iam-account "${SERVICE_ACCOUNT_EMAIL}"
# Ensure the service account can write to GCS
gcloud projects add-iam-policy-binding "${PROJECT}" \
--member serviceAccount:"${SERVICE_ACCOUNT_EMAIL}" \
--role roles/storage.objectAdmin \
--project "${PROJECT}"
fi
}
function check_envsubst() {
# envsubst doesn't exist for OSX. needs to be brew-installed
# via gettext. Should probably warn the user about that.
command -v envsubst >/dev/null 2>&1 || {
echo >&2 "envsubst is required and not found. Aborting"
if [[ "$OSTYPE" == "darwin"* ]]; then
echo >&2 "------------------------------------------------"
echo >&2 "If you're on OSX, you can install with brew via:"
echo >&2 " brew install gettext"
echo >&2 " brew link --force gettext"
fi
exit 1;
}
}