Miscellaneous updates to the copying operation to Impala Cluster. #447
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|
@ -32,9 +32,7 @@ while [ $COUNTER -lt 3 ]; do
|
|||
done
|
||||
if [ -z "$IMPALA_HDFS_NODE" ]; then
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||||
echo -e "\n\nERROR: PROBLEM WHEN SETTING THE HDFS-NODE FOR IMPALA CLUSTER! | AFTER ${COUNTER} RETRIES.\n\n"
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||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
exit 1
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||||
fi
|
||||
exit 1 # This is fatal and we have to exit independently of the "SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR" config, as none of the DBs will be able to get transferred.
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||||
fi
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||||
echo -e "Active IMPALA HDFS Node: ${IMPALA_HDFS_NODE} , after ${COUNTER} retries.\n\n"
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||||
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||||
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@ -55,20 +53,20 @@ function print_elapsed_time()
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|||
hours=$((elapsed_time / 3600))
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||||
minutes=$(((elapsed_time % 3600) / 60))
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||||
seconds=$((elapsed_time % 60))
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||||
printf "\nElapsed time: %02d:%02d:%02d\n\n" $hours $minutes $seconds
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||||
printf "%02d:%02d:%02d" $hours $minutes $seconds
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||||
}
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||||
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||||
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||||
function copydb() {
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||||
db=$1
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||||
start_db_time=$(date +%s)
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||||
echo -e "\nStart processing db: '${db}'..\n"
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||||
start_db_time=$(date +%s)
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||||
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||||
# Delete the old DB from Impala cluster (if exists).
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||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "drop database if exists ${db} cascade" |& tee error.log # impala-shell prints all logs in stderr, so wee need to capture them and put them in a file, in order to perform "grep" on them later
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||||
log_errors=`cat error.log | grep -E "WARN|ERROR|FAILED"`
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if [ -n "$log_errors" ]; then
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||||
echo -e "\n\nERROR: THERE WAS A PROBLEM WHEN DROPPING THE OLD DATABASE! EXITING...\n\n"
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||||
echo -e "\n\nERROR: THERE WAS A PROBLEM WHEN DROPPING THE OLD DATABASE FROM IMPALA CLUSTER! EXITING...\n\n"
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rm -f error.log
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if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
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exit 2
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@ -78,6 +76,7 @@ function copydb() {
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fi
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||||
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||||
echo -e "\n\nCopying files of '${db}', from Ocean to Impala cluster..\n"
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start_file_transfer_time=$(date +%s)
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# Using max-bandwidth of: 70 * 150 Mb/s = 10.5 Gb/s
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||||
# Using max memory of: 70 * 6144 = 430 Gb
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# Using 1MB as a buffer-size.
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@ -93,7 +92,7 @@ function copydb() {
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${OCEAN_HDFS_NODE}/user/hive/warehouse/${db}.db ${IMPALA_HDFS_DB_BASE_PATH}
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if [ $? -eq 0 ]; then # Check the exit status of the "hadoop distcp" command.
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echo -e "\nSuccessfully copied the files of '${db}' from Ocean to Impala cluster.\n"
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echo -e "\nSuccessfully copied the files of '${db}' from Ocean to Impala cluster, after: $(print_elapsed_time start_file_transfer_time)\n"
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else
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echo -e "\n\nERROR: FAILED TO TRANSFER THE FILES OF '${db}', WITH 'hadoop distcp'. GOT EXIT STATUS: $?\n\n"
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rm -f error.log
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@ -118,6 +117,7 @@ function copydb() {
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fi
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echo -e "\nCreating schema for db: '${db}'\n"
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start_create_schema_time=$(date +%s)
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# create the new database (with the same name)
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impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "create database ${db}"
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@ -128,7 +128,8 @@ function copydb() {
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all_create_view_statements=()
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num_tables=0
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entities_on_ocean=`hive -e "show tables in ${db};" | sed 's/WARN:.*//g'` # Get the tables and views without any potential the "WARN" logs.
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entities_on_ocean=(`hive -e "show tables in ${db};" | sed 's/WARN:.*//g'`) # Get the tables and views without any potential the "WARN" logs.
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echo -e "\nGoing to create ${#entities_on_ocean[@]} entities for db '${db}'..\n"
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for i in ${entities_on_ocean[@]}; do # Use un-quoted values, as the elements are single-words.
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# Check if this is a view by showing the create-statement where it should print "create view" for a view, not the "create table". Unfortunately, there is no "show views" command.
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create_entity_statement=`hive --database ${db} -e "show create table ${i};"` # We need to use the "--database", instead of including it inside the query, in order to return the statements with the '`' chars being in the right place to be used by impala-shell. However, we need to add the db-name in the "CREATE VIEW view_name" statement.
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@ -145,15 +146,16 @@ function copydb() {
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echo -e "\nERROR: THE TABLE \"${i}\" HAD NO FILES TO GET THE SCHEMA FROM! IT'S EMPTY!\n\n"
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if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
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exit 5
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fi
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fi # This error is not FATAL, do we do not return from this function, in normal circumstances.
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else
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impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "create table ${db}.${i} like parquet '${CURRENT_PRQ_FILE}' stored as parquet;" |& tee error.log
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log_errors=`cat error.log | grep -E "WARN|ERROR|FAILED"`
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if [ -n "$log_errors" ]; then
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echo -e "\n\nERROR: THERE WAS A PROBLEM WHEN CREATING TABLE '${i}'!\n\n"
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if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
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rm -f error.log
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exit 6
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fi
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fi # This error is not FATAL, do we do not return from this function, in normal circumstances.
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fi
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fi
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fi
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@ -184,7 +186,7 @@ function copydb() {
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specific_errors=`cat error.log | grep -E "FAILED: ParseException line 1:13 missing TABLE at 'view'|ERROR: AnalysisException: Could not resolve table reference:"`
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if [ -n "$specific_errors" ]; then
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echo -e "\nspecific_errors: ${specific_errors}\n"
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echo -e "\nView '$(cat error.log | grep -Eo "Query: CREATE VIEW ([^\s]+)" | sed 's/Query: CREATE VIEW //g')' failed to be created, possibly because it depends on another view.\n"
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echo -e "\nView '$(cat error.log | grep -Po "Query: CREATE VIEW ([^\s]+)" | sed 's/Query: CREATE VIEW //g')' failed to be created, possibly because it depends on another view.\n"
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((new_num_of_views_to_retry++)) # Increment it here, instead of acquiring the array's size in the end, as that doesn't work for some reason.
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else
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all_create_view_statements=("${all_create_view_statements[@]/$create_view_statement}") # Remove the current successful statement from the list.
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@ -196,9 +198,11 @@ function copydb() {
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# Although the above command reduces the "active" elements to just the few to-be-retried, it does not manage to make the array return the its true size through the "${#all_create_view_statements[@]}" statement. So we use counters.
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if [[ $new_num_of_views_to_retry -eq $previous_num_of_views_to_retry ]]; then
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echo -e "\n\nERROR: THE NUMBER OF VIEWS TO RETRY HAS NOT BEEN REDUCED! THE SCRIPT IS LIKELY GOING TO AN INFINITE-LOOP! EXITING..\n\n"
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||||
echo -e "\n\nERROR: THE NUMBER OF VIEWS TO RETRY HAS NOT BEEN REDUCED! THE SCRIPT IS LIKELY GOING TO AN INFINITE-LOOP! BREAKING-OUT..\n\n"
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if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
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||||
exit 7
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||||
else
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||||
break # Break form the inf-loop of views and continue by computing stats for the tables.
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fi
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||||
elif [[ $new_num_of_views_to_retry -gt 0 ]]; then
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||||
echo -e "\nTo be retried \"create_view_statements\" (${new_num_of_views_to_retry}):\n\n${all_create_view_statements[@]}\n"
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||||
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@ -208,8 +212,11 @@ function copydb() {
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|||
previous_num_of_views_to_retry=$new_num_of_views_to_retry
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||||
done
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||||
entities_on_impala=(`impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} --delimited -q "show tables in ${db}"`)
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||||
echo -e "\nThe schema of db '${db}', along with ${#entities_on_impala[@]} entities have been created, on Impala cluster, after: $(print_elapsed_time start_create_schema_time)\n"
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||||
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||||
start_compute_stats_time=$(date +%s)
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||||
echo -e "\nComputing stats for tables..\n"
|
||||
entities_on_impala=`impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} --delimited -q "show tables in ${db}"`
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||||
for i in ${entities_on_impala[@]}; do # Use un-quoted values, as the elemetns are single-words.
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||||
# Taking the create table statement from the Ocean cluster, just to check if its a view, as the output is easier than using impala-shell from Impala cluster.
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||||
create_view_statement=`hive -e "show create table ${db}.${i};" | grep "CREATE VIEW"` # This grep works here, as we do not want to match multiple-lines.
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||||
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@ -217,24 +224,30 @@ function copydb() {
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# Invalidate metadata of this DB's tables, in order for Impala to be aware of all parquet files put inside the tables' directories, previously, by "hadoop distcp".
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||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "INVALIDATE METADATA ${db}.${i}"
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sleep 1
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||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "compute stats ${db}.${i}";
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||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "compute stats ${db}.${i}" |& tee error.log
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||||
log_errors=`cat error.log | grep -E "WARN|ERROR|FAILED"`
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||||
if [ -n "$log_errors" ]; then
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||||
echo -e "\n\nERROR: THERE WAS A PROBLEM WHEN COMPUTING STATS FOR TABLE '${i}'!\n\n"
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||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
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||||
rm -f error.log
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||||
exit 8
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||||
fi # This error is not FATAL, do we do not return from this function, in normal circumstances.
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||||
fi
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||||
fi
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||||
done
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||||
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||||
echo -e "\nFinished computing stats for tables, after: $(print_elapsed_time start_compute_stats_time)\n"
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rm -f error.log # Cleanup the temp log-file.
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# Check if the entities in both clusters are the same, down to the exact names, not just the counts. (they are sorted in the same way both in hive and impala)
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if [ "${entities_on_impala[@]}" == "${entities_on_ocean[@]}" ]; then
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echo -e "\nAll entities have been copied to Impala cluster.\n"
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if [[ "${entities_on_impala[@]}" == "${entities_on_ocean[@]}" ]]; then
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||||
echo -e "\nAll entities have been copied to Impala cluster.\n\nFinished processing db: '${db}', after: $(print_elapsed_time start_db_time)\n"
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||||
else
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||||
echo -e "\n\nERROR: 1 OR MORE ENTITIES OF DB '${db}' FAILED TO BE COPIED TO IMPALA CLUSTER!\n\n"
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||||
rm -f error.log
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||||
echo -e "\n\nERROR: $((${#entities_on_ocean[@]} - ${#entities_on_impala[@]})) ENTITIES OF DB '${db}' FAILED TO BE COPIED TO IMPALA CLUSTER!\n\n\nFinished processing db: '${db}', after: $(print_elapsed_time start_db_time)\n"
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||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
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||||
exit 8
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||||
exit 9
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||||
fi
|
||||
fi
|
||||
|
||||
rm -f error.log
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||||
echo -e "\n\nFinished processing db: ${db}\n"
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||||
print_elapsed_time start_db_time
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||||
}
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||||
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||||
|
||||
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|||
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@ -32,9 +32,7 @@ while [ $COUNTER -lt 3 ]; do
|
|||
done
|
||||
if [ -z "$IMPALA_HDFS_NODE" ]; then
|
||||
echo -e "\n\nERROR: PROBLEM WHEN SETTING THE HDFS-NODE FOR IMPALA CLUSTER! | AFTER ${COUNTER} RETRIES.\n\n"
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
exit 1
|
||||
fi
|
||||
exit 1 # This is fatal and we have to exit independently of the "SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR" config, as none of the DBs will be able to get transferred.
|
||||
fi
|
||||
echo -e "Active IMPALA HDFS Node: ${IMPALA_HDFS_NODE} , after ${COUNTER} retries.\n\n"
|
||||
|
||||
|
|
@ -55,20 +53,20 @@ function print_elapsed_time()
|
|||
hours=$((elapsed_time / 3600))
|
||||
minutes=$(((elapsed_time % 3600) / 60))
|
||||
seconds=$((elapsed_time % 60))
|
||||
printf "\nElapsed time: %02d:%02d:%02d\n\n" $hours $minutes $seconds
|
||||
printf "%02d:%02d:%02d" $hours $minutes $seconds
|
||||
}
|
||||
|
||||
|
||||
function copydb() {
|
||||
db=$1
|
||||
start_db_time=$(date +%s)
|
||||
echo -e "\nStart processing db: '${db}'..\n"
|
||||
start_db_time=$(date +%s)
|
||||
|
||||
# Delete the old DB from Impala cluster (if exists).
|
||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "drop database if exists ${db} cascade" |& tee error.log # impala-shell prints all logs in stderr, so wee need to capture them and put them in a file, in order to perform "grep" on them later
|
||||
log_errors=`cat error.log | grep -E "WARN|ERROR|FAILED"`
|
||||
if [ -n "$log_errors" ]; then
|
||||
echo -e "\n\nERROR: THERE WAS A PROBLEM WHEN DROPPING THE OLD DATABASE! EXITING...\n\n"
|
||||
echo -e "\n\nERROR: THERE WAS A PROBLEM WHEN DROPPING THE OLD DATABASE FROM IMPALA CLUSTER! EXITING...\n\n"
|
||||
rm -f error.log
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
exit 2
|
||||
|
|
@ -78,6 +76,7 @@ function copydb() {
|
|||
fi
|
||||
|
||||
echo -e "\n\nCopying files of '${db}', from Ocean to Impala cluster..\n"
|
||||
start_file_transfer_time=$(date +%s)
|
||||
# Using max-bandwidth of: 70 * 150 Mb/s = 10.5 Gb/s
|
||||
# Using max memory of: 70 * 6144 = 430 Gb
|
||||
# Using 1MB as a buffer-size.
|
||||
|
|
@ -93,7 +92,7 @@ function copydb() {
|
|||
${OCEAN_HDFS_NODE}/user/hive/warehouse/${db}.db ${IMPALA_HDFS_DB_BASE_PATH}
|
||||
|
||||
if [ $? -eq 0 ]; then # Check the exit status of the "hadoop distcp" command.
|
||||
echo -e "\nSuccessfully copied the files of '${db}' from Ocean to Impala cluster.\n"
|
||||
echo -e "\nSuccessfully copied the files of '${db}' from Ocean to Impala cluster, after: $(print_elapsed_time start_file_transfer_time)\n"
|
||||
else
|
||||
echo -e "\n\nERROR: FAILED TO TRANSFER THE FILES OF '${db}', WITH 'hadoop distcp'. GOT EXIT STATUS: $?\n\n"
|
||||
rm -f error.log
|
||||
|
|
@ -118,6 +117,7 @@ function copydb() {
|
|||
fi
|
||||
|
||||
echo -e "\nCreating schema for db: '${db}'\n"
|
||||
start_create_schema_time=$(date +%s)
|
||||
|
||||
# create the new database (with the same name)
|
||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "create database ${db}"
|
||||
|
|
@ -128,7 +128,8 @@ function copydb() {
|
|||
all_create_view_statements=()
|
||||
num_tables=0
|
||||
|
||||
entities_on_ocean=`hive -e "show tables in ${db};" | sed 's/WARN:.*//g'` # Get the tables and views without any potential the "WARN" logs.
|
||||
entities_on_ocean=(`hive -e "show tables in ${db};" | sed 's/WARN:.*//g'`) # Get the tables and views without any potential the "WARN" logs.
|
||||
echo -e "\nGoing to create ${#entities_on_ocean[@]} entities for db '${db}'..\n"
|
||||
for i in ${entities_on_ocean[@]}; do # Use un-quoted values, as the elements are single-words.
|
||||
# Check if this is a view by showing the create-statement where it should print "create view" for a view, not the "create table". Unfortunately, there is no "show views" command.
|
||||
create_entity_statement=`hive --database ${db} -e "show create table ${i};"` # We need to use the "--database", instead of including it inside the query, in order to return the statements with the '`' chars being in the right place to be used by impala-shell. However, we need to add the db-name in the "CREATE VIEW view_name" statement.
|
||||
|
|
@ -145,15 +146,16 @@ function copydb() {
|
|||
echo -e "\nERROR: THE TABLE \"${i}\" HAD NO FILES TO GET THE SCHEMA FROM! IT'S EMPTY!\n\n"
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
exit 5
|
||||
fi
|
||||
fi # This error is not FATAL, do we do not return from this function, in normal circumstances.
|
||||
else
|
||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "create table ${db}.${i} like parquet '${CURRENT_PRQ_FILE}' stored as parquet;" |& tee error.log
|
||||
log_errors=`cat error.log | grep -E "WARN|ERROR|FAILED"`
|
||||
if [ -n "$log_errors" ]; then
|
||||
echo -e "\n\nERROR: THERE WAS A PROBLEM WHEN CREATING TABLE '${i}'!\n\n"
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
rm -f error.log
|
||||
exit 6
|
||||
fi
|
||||
fi # This error is not FATAL, do we do not return from this function, in normal circumstances.
|
||||
fi
|
||||
fi
|
||||
fi
|
||||
|
|
@ -184,7 +186,7 @@ function copydb() {
|
|||
specific_errors=`cat error.log | grep -E "FAILED: ParseException line 1:13 missing TABLE at 'view'|ERROR: AnalysisException: Could not resolve table reference:"`
|
||||
if [ -n "$specific_errors" ]; then
|
||||
echo -e "\nspecific_errors: ${specific_errors}\n"
|
||||
echo -e "\nView '$(cat error.log | grep -Eo "Query: CREATE VIEW ([^\s]+)" | sed 's/Query: CREATE VIEW //g')' failed to be created, possibly because it depends on another view.\n"
|
||||
echo -e "\nView '$(cat error.log | grep -Po "Query: CREATE VIEW ([^\s]+)" | sed 's/Query: CREATE VIEW //g')' failed to be created, possibly because it depends on another view.\n"
|
||||
((new_num_of_views_to_retry++)) # Increment it here, instead of acquiring the array's size in the end, as that doesn't work for some reason.
|
||||
else
|
||||
all_create_view_statements=("${all_create_view_statements[@]/$create_view_statement}") # Remove the current successful statement from the list.
|
||||
|
|
@ -196,9 +198,11 @@ function copydb() {
|
|||
# Although the above command reduces the "active" elements to just the few to-be-retried, it does not manage to make the array return the its true size through the "${#all_create_view_statements[@]}" statement. So we use counters.
|
||||
|
||||
if [[ $new_num_of_views_to_retry -eq $previous_num_of_views_to_retry ]]; then
|
||||
echo -e "\n\nERROR: THE NUMBER OF VIEWS TO RETRY HAS NOT BEEN REDUCED! THE SCRIPT IS LIKELY GOING TO AN INFINITE-LOOP! EXITING..\n\n"
|
||||
echo -e "\n\nERROR: THE NUMBER OF VIEWS TO RETRY HAS NOT BEEN REDUCED! THE SCRIPT IS LIKELY GOING TO AN INFINITE-LOOP! BREAKING-OUT..\n\n"
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
exit 7
|
||||
else
|
||||
break # Break form the inf-loop of views and continue by computing stats for the tables.
|
||||
fi
|
||||
elif [[ $new_num_of_views_to_retry -gt 0 ]]; then
|
||||
echo -e "\nTo be retried \"create_view_statements\" (${new_num_of_views_to_retry}):\n\n${all_create_view_statements[@]}\n"
|
||||
|
|
@ -208,8 +212,11 @@ function copydb() {
|
|||
previous_num_of_views_to_retry=$new_num_of_views_to_retry
|
||||
done
|
||||
|
||||
entities_on_impala=(`impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} --delimited -q "show tables in ${db}"`)
|
||||
echo -e "\nThe schema of db '${db}', along with ${#entities_on_impala[@]} entities have been created, on Impala cluster, after: $(print_elapsed_time start_create_schema_time)\n"
|
||||
|
||||
start_compute_stats_time=$(date +%s)
|
||||
echo -e "\nComputing stats for tables..\n"
|
||||
entities_on_impala=`impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} --delimited -q "show tables in ${db}"`
|
||||
for i in ${entities_on_impala[@]}; do # Use un-quoted values, as the elemetns are single-words.
|
||||
# Taking the create table statement from the Ocean cluster, just to check if its a view, as the output is easier than using impala-shell from Impala cluster.
|
||||
create_view_statement=`hive -e "show create table ${db}.${i};" | grep "CREATE VIEW"` # This grep works here, as we do not want to match multiple-lines.
|
||||
|
|
@ -217,24 +224,30 @@ function copydb() {
|
|||
# Invalidate metadata of this DB's tables, in order for Impala to be aware of all parquet files put inside the tables' directories, previously, by "hadoop distcp".
|
||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "INVALIDATE METADATA ${db}.${i}"
|
||||
sleep 1
|
||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "compute stats ${db}.${i}";
|
||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "compute stats ${db}.${i}" |& tee error.log
|
||||
log_errors=`cat error.log | grep -E "WARN|ERROR|FAILED"`
|
||||
if [ -n "$log_errors" ]; then
|
||||
echo -e "\n\nERROR: THERE WAS A PROBLEM WHEN COMPUTING STATS FOR TABLE '${i}'!\n\n"
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
rm -f error.log
|
||||
exit 8
|
||||
fi # This error is not FATAL, do we do not return from this function, in normal circumstances.
|
||||
fi
|
||||
fi
|
||||
done
|
||||
|
||||
echo -e "\nFinished computing stats for tables, after: $(print_elapsed_time start_compute_stats_time)\n"
|
||||
rm -f error.log # Cleanup the temp log-file.
|
||||
|
||||
# Check if the entities in both clusters are the same, down to the exact names, not just the counts. (they are sorted in the same way both in hive and impala)
|
||||
if [ "${entities_on_impala[@]}" == "${entities_on_ocean[@]}" ]; then
|
||||
echo -e "\nAll entities have been copied to Impala cluster.\n"
|
||||
if [[ "${entities_on_impala[@]}" == "${entities_on_ocean[@]}" ]]; then
|
||||
echo -e "\nAll entities have been copied to Impala cluster.\n\nFinished processing db: '${db}', after: $(print_elapsed_time start_db_time)\n"
|
||||
else
|
||||
echo -e "\n\nERROR: 1 OR MORE ENTITIES OF DB '${db}' FAILED TO BE COPIED TO IMPALA CLUSTER!\n\n"
|
||||
rm -f error.log
|
||||
echo -e "\n\nERROR: $((${#entities_on_ocean[@]} - ${#entities_on_impala[@]})) ENTITIES OF DB '${db}' FAILED TO BE COPIED TO IMPALA CLUSTER!\n\n\nFinished processing db: '${db}', after: $(print_elapsed_time start_db_time)\n"
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
exit 8
|
||||
exit 9
|
||||
fi
|
||||
fi
|
||||
|
||||
rm -f error.log
|
||||
echo -e "\n\nFinished processing db: ${db}\n"
|
||||
print_elapsed_time start_db_time
|
||||
}
|
||||
|
||||
|
||||
|
|
|
|||
|
|
@ -32,9 +32,7 @@ while [ $COUNTER -lt 3 ]; do
|
|||
done
|
||||
if [ -z "$IMPALA_HDFS_NODE" ]; then
|
||||
echo -e "\n\nERROR: PROBLEM WHEN SETTING THE HDFS-NODE FOR IMPALA CLUSTER! | AFTER ${COUNTER} RETRIES.\n\n"
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
exit 1
|
||||
fi
|
||||
exit 1 # This is fatal and we have to exit independently of the "SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR" config, as none of the DBs will be able to get transferred.
|
||||
fi
|
||||
echo -e "Active IMPALA HDFS Node: ${IMPALA_HDFS_NODE} , after ${COUNTER} retries.\n\n"
|
||||
|
||||
|
|
@ -55,20 +53,20 @@ function print_elapsed_time()
|
|||
hours=$((elapsed_time / 3600))
|
||||
minutes=$(((elapsed_time % 3600) / 60))
|
||||
seconds=$((elapsed_time % 60))
|
||||
printf "\nElapsed time: %02d:%02d:%02d\n\n" $hours $minutes $seconds
|
||||
printf "%02d:%02d:%02d" $hours $minutes $seconds
|
||||
}
|
||||
|
||||
|
||||
function copydb() {
|
||||
db=$1
|
||||
start_db_time=$(date +%s)
|
||||
echo -e "\nStart processing db: '${db}'..\n"
|
||||
start_db_time=$(date +%s)
|
||||
|
||||
# Delete the old DB from Impala cluster (if exists).
|
||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "drop database if exists ${db} cascade" |& tee error.log # impala-shell prints all logs in stderr, so wee need to capture them and put them in a file, in order to perform "grep" on them later
|
||||
log_errors=`cat error.log | grep -E "WARN|ERROR|FAILED"`
|
||||
if [ -n "$log_errors" ]; then
|
||||
echo -e "\n\nERROR: THERE WAS A PROBLEM WHEN DROPPING THE OLD DATABASE! EXITING...\n\n"
|
||||
echo -e "\n\nERROR: THERE WAS A PROBLEM WHEN DROPPING THE OLD DATABASE FROM IMPALA CLUSTER! EXITING...\n\n"
|
||||
rm -f error.log
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
exit 2
|
||||
|
|
@ -78,6 +76,7 @@ function copydb() {
|
|||
fi
|
||||
|
||||
echo -e "\n\nCopying files of '${db}', from Ocean to Impala cluster..\n"
|
||||
start_file_transfer_time=$(date +%s)
|
||||
# Using max-bandwidth of: 70 * 150 Mb/s = 10.5 Gb/s
|
||||
# Using max memory of: 70 * 6144 = 430 Gb
|
||||
# Using 1MB as a buffer-size.
|
||||
|
|
@ -93,7 +92,7 @@ function copydb() {
|
|||
${OCEAN_HDFS_NODE}/user/hive/warehouse/${db}.db ${IMPALA_HDFS_DB_BASE_PATH}
|
||||
|
||||
if [ $? -eq 0 ]; then # Check the exit status of the "hadoop distcp" command.
|
||||
echo -e "\nSuccessfully copied the files of '${db}' from Ocean to Impala cluster.\n"
|
||||
echo -e "\nSuccessfully copied the files of '${db}' from Ocean to Impala cluster, after: $(print_elapsed_time start_file_transfer_time)\n"
|
||||
else
|
||||
echo -e "\n\nERROR: FAILED TO TRANSFER THE FILES OF '${db}', WITH 'hadoop distcp'. GOT EXIT STATUS: $?\n\n"
|
||||
rm -f error.log
|
||||
|
|
@ -118,6 +117,7 @@ function copydb() {
|
|||
fi
|
||||
|
||||
echo -e "\nCreating schema for db: '${db}'\n"
|
||||
start_create_schema_time=$(date +%s)
|
||||
|
||||
# create the new database (with the same name)
|
||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "create database ${db}"
|
||||
|
|
@ -128,7 +128,8 @@ function copydb() {
|
|||
all_create_view_statements=()
|
||||
num_tables=0
|
||||
|
||||
entities_on_ocean=`hive -e "show tables in ${db};" | sed 's/WARN:.*//g'` # Get the tables and views without any potential the "WARN" logs.
|
||||
entities_on_ocean=(`hive -e "show tables in ${db};" | sed 's/WARN:.*//g'`) # Get the tables and views without any potential the "WARN" logs.
|
||||
echo -e "\nGoing to create ${#entities_on_ocean[@]} entities for db '${db}'..\n"
|
||||
for i in ${entities_on_ocean[@]}; do # Use un-quoted values, as the elements are single-words.
|
||||
# Check if this is a view by showing the create-statement where it should print "create view" for a view, not the "create table". Unfortunately, there is no "show views" command.
|
||||
create_entity_statement=`hive --database ${db} -e "show create table ${i};"` # We need to use the "--database", instead of including it inside the query, in order to return the statements with the '`' chars being in the right place to be used by impala-shell. However, we need to add the db-name in the "CREATE VIEW view_name" statement.
|
||||
|
|
@ -145,15 +146,16 @@ function copydb() {
|
|||
echo -e "\nERROR: THE TABLE \"${i}\" HAD NO FILES TO GET THE SCHEMA FROM! IT'S EMPTY!\n\n"
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
exit 5
|
||||
fi
|
||||
fi # This error is not FATAL, do we do not return from this function, in normal circumstances.
|
||||
else
|
||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "create table ${db}.${i} like parquet '${CURRENT_PRQ_FILE}' stored as parquet;" |& tee error.log
|
||||
log_errors=`cat error.log | grep -E "WARN|ERROR|FAILED"`
|
||||
if [ -n "$log_errors" ]; then
|
||||
echo -e "\n\nERROR: THERE WAS A PROBLEM WHEN CREATING TABLE '${i}'!\n\n"
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
rm -f error.log
|
||||
exit 6
|
||||
fi
|
||||
fi # This error is not FATAL, do we do not return from this function, in normal circumstances.
|
||||
fi
|
||||
fi
|
||||
fi
|
||||
|
|
@ -184,7 +186,7 @@ function copydb() {
|
|||
specific_errors=`cat error.log | grep -E "FAILED: ParseException line 1:13 missing TABLE at 'view'|ERROR: AnalysisException: Could not resolve table reference:"`
|
||||
if [ -n "$specific_errors" ]; then
|
||||
echo -e "\nspecific_errors: ${specific_errors}\n"
|
||||
echo -e "\nView '$(cat error.log | grep -Eo "Query: CREATE VIEW ([^\s]+)" | sed 's/Query: CREATE VIEW //g')' failed to be created, possibly because it depends on another view.\n"
|
||||
echo -e "\nView '$(cat error.log | grep -Po "Query: CREATE VIEW ([^\s]+)" | sed 's/Query: CREATE VIEW //g')' failed to be created, possibly because it depends on another view.\n"
|
||||
((new_num_of_views_to_retry++)) # Increment it here, instead of acquiring the array's size in the end, as that doesn't work for some reason.
|
||||
else
|
||||
all_create_view_statements=("${all_create_view_statements[@]/$create_view_statement}") # Remove the current successful statement from the list.
|
||||
|
|
@ -196,9 +198,11 @@ function copydb() {
|
|||
# Although the above command reduces the "active" elements to just the few to-be-retried, it does not manage to make the array return the its true size through the "${#all_create_view_statements[@]}" statement. So we use counters.
|
||||
|
||||
if [[ $new_num_of_views_to_retry -eq $previous_num_of_views_to_retry ]]; then
|
||||
echo -e "\n\nERROR: THE NUMBER OF VIEWS TO RETRY HAS NOT BEEN REDUCED! THE SCRIPT IS LIKELY GOING TO AN INFINITE-LOOP! EXITING..\n\n"
|
||||
echo -e "\n\nERROR: THE NUMBER OF VIEWS TO RETRY HAS NOT BEEN REDUCED! THE SCRIPT IS LIKELY GOING TO AN INFINITE-LOOP! BREAKING-OUT..\n\n"
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
exit 7
|
||||
else
|
||||
break # Break form the inf-loop of views and continue by computing stats for the tables.
|
||||
fi
|
||||
elif [[ $new_num_of_views_to_retry -gt 0 ]]; then
|
||||
echo -e "\nTo be retried \"create_view_statements\" (${new_num_of_views_to_retry}):\n\n${all_create_view_statements[@]}\n"
|
||||
|
|
@ -208,8 +212,11 @@ function copydb() {
|
|||
previous_num_of_views_to_retry=$new_num_of_views_to_retry
|
||||
done
|
||||
|
||||
entities_on_impala=(`impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} --delimited -q "show tables in ${db}"`)
|
||||
echo -e "\nThe schema of db '${db}', along with ${#entities_on_impala[@]} entities have been created, on Impala cluster, after: $(print_elapsed_time start_create_schema_time)\n"
|
||||
|
||||
start_compute_stats_time=$(date +%s)
|
||||
echo -e "\nComputing stats for tables..\n"
|
||||
entities_on_impala=`impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} --delimited -q "show tables in ${db}"`
|
||||
for i in ${entities_on_impala[@]}; do # Use un-quoted values, as the elemetns are single-words.
|
||||
# Taking the create table statement from the Ocean cluster, just to check if its a view, as the output is easier than using impala-shell from Impala cluster.
|
||||
create_view_statement=`hive -e "show create table ${db}.${i};" | grep "CREATE VIEW"` # This grep works here, as we do not want to match multiple-lines.
|
||||
|
|
@ -217,24 +224,30 @@ function copydb() {
|
|||
# Invalidate metadata of this DB's tables, in order for Impala to be aware of all parquet files put inside the tables' directories, previously, by "hadoop distcp".
|
||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "INVALIDATE METADATA ${db}.${i}"
|
||||
sleep 1
|
||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "compute stats ${db}.${i}";
|
||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "compute stats ${db}.${i}" |& tee error.log
|
||||
log_errors=`cat error.log | grep -E "WARN|ERROR|FAILED"`
|
||||
if [ -n "$log_errors" ]; then
|
||||
echo -e "\n\nERROR: THERE WAS A PROBLEM WHEN COMPUTING STATS FOR TABLE '${i}'!\n\n"
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
rm -f error.log
|
||||
exit 8
|
||||
fi # This error is not FATAL, do we do not return from this function, in normal circumstances.
|
||||
fi
|
||||
fi
|
||||
done
|
||||
|
||||
echo -e "\nFinished computing stats for tables, after: $(print_elapsed_time start_compute_stats_time)\n"
|
||||
rm -f error.log # Cleanup the temp log-file.
|
||||
|
||||
# Check if the entities in both clusters are the same, down to the exact names, not just the counts. (they are sorted in the same way both in hive and impala)
|
||||
if [ "${entities_on_impala[@]}" == "${entities_on_ocean[@]}" ]; then
|
||||
echo -e "\nAll entities have been copied to Impala cluster.\n"
|
||||
if [[ "${entities_on_impala[@]}" == "${entities_on_ocean[@]}" ]]; then
|
||||
echo -e "\nAll entities have been copied to Impala cluster.\n\nFinished processing db: '${db}', after: $(print_elapsed_time start_db_time)\n"
|
||||
else
|
||||
echo -e "\n\nERROR: 1 OR MORE ENTITIES OF DB '${db}' FAILED TO BE COPIED TO IMPALA CLUSTER!\n\n"
|
||||
rm -f error.log
|
||||
echo -e "\n\nERROR: $((${#entities_on_ocean[@]} - ${#entities_on_impala[@]})) ENTITIES OF DB '${db}' FAILED TO BE COPIED TO IMPALA CLUSTER!\n\n\nFinished processing db: '${db}', after: $(print_elapsed_time start_db_time)\n"
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
exit 8
|
||||
exit 9
|
||||
fi
|
||||
fi
|
||||
|
||||
rm -f error.log
|
||||
echo -e "\n\nFinished processing db: ${db}\n"
|
||||
print_elapsed_time start_db_time
|
||||
}
|
||||
|
||||
|
||||
|
|
|
|||
|
|
@ -30,9 +30,7 @@ while [ $COUNTER -lt 3 ]; do
|
|||
done
|
||||
if [ -z "$IMPALA_HDFS_NODE" ]; then
|
||||
echo -e "\n\nERROR: PROBLEM WHEN SETTING THE HDFS-NODE FOR IMPALA CLUSTER! | AFTER ${COUNTER} RETRIES.\n\n"
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
exit 1
|
||||
fi
|
||||
exit 1 # This is fatal and we have to exit independently of the "SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR" config, as none of the DBs will be able to get transferred.
|
||||
fi
|
||||
echo -e "Active IMPALA HDFS Node: ${IMPALA_HDFS_NODE} , after ${COUNTER} retries.\n\n"
|
||||
|
||||
|
|
@ -57,20 +55,20 @@ function print_elapsed_time()
|
|||
hours=$((elapsed_time / 3600))
|
||||
minutes=$(((elapsed_time % 3600) / 60))
|
||||
seconds=$((elapsed_time % 60))
|
||||
printf "\nElapsed time: %02d:%02d:%02d\n\n" $hours $minutes $seconds
|
||||
printf "%02d:%02d:%02d" $hours $minutes $seconds
|
||||
}
|
||||
|
||||
|
||||
function copydb() {
|
||||
db=$1
|
||||
start_db_time=$(date +%s)
|
||||
echo -e "\nStart processing db: '${db}'..\n"
|
||||
start_db_time=$(date +%s)
|
||||
|
||||
# Delete the old DB from Impala cluster (if exists).
|
||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "drop database if exists ${db} cascade" |& tee error.log # impala-shell prints all logs in stderr, so wee need to capture them and put them in a file, in order to perform "grep" on them later
|
||||
log_errors=`cat error.log | grep -E "WARN|ERROR|FAILED"`
|
||||
if [ -n "$log_errors" ]; then
|
||||
echo -e "\n\nERROR: THERE WAS A PROBLEM WHEN DROPPING THE OLD DATABASE! EXITING...\n\n"
|
||||
echo -e "\n\nERROR: THERE WAS A PROBLEM WHEN DROPPING THE OLD DATABASE FROM IMPALA CLUSTER! EXITING...\n\n"
|
||||
rm -f error.log
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
exit 2
|
||||
|
|
@ -80,6 +78,7 @@ function copydb() {
|
|||
fi
|
||||
|
||||
echo -e "\n\nCopying files of '${db}', from Ocean to Impala cluster..\n"
|
||||
start_file_transfer_time=$(date +%s)
|
||||
# Using max-bandwidth of: 70 * 150 Mb/s = 10.5 Gb/s
|
||||
# Using max memory of: 70 * 6144 = 430 Gb
|
||||
# Using 1MB as a buffer-size.
|
||||
|
|
@ -95,7 +94,7 @@ function copydb() {
|
|||
${OCEAN_HDFS_NODE}/user/hive/warehouse/${db}.db ${IMPALA_HDFS_DB_BASE_PATH}
|
||||
|
||||
if [ $? -eq 0 ]; then # Check the exit status of the "hadoop distcp" command.
|
||||
echo -e "\nSuccessfully copied the files of '${db}' from Ocean to Impala cluster.\n"
|
||||
echo -e "\nSuccessfully copied the files of '${db}' from Ocean to Impala cluster, after: $(print_elapsed_time start_file_transfer_time)\n"
|
||||
else
|
||||
echo -e "\n\nERROR: FAILED TO TRANSFER THE FILES OF '${db}', WITH 'hadoop distcp'. GOT EXIT STATUS: $?\n\n"
|
||||
rm -f error.log
|
||||
|
|
@ -120,6 +119,7 @@ function copydb() {
|
|||
fi
|
||||
|
||||
echo -e "\nCreating schema for db: '${db}'\n"
|
||||
start_create_schema_time=$(date +%s)
|
||||
|
||||
# create the new database (with the same name)
|
||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "create database ${db}"
|
||||
|
|
@ -130,7 +130,8 @@ function copydb() {
|
|||
all_create_view_statements=()
|
||||
num_tables=0
|
||||
|
||||
entities_on_ocean=`hive -e "show tables in ${db};" | sed 's/WARN:.*//g'` # Get the tables and views without any potential the "WARN" logs.
|
||||
entities_on_ocean=(`hive -e "show tables in ${db};" | sed 's/WARN:.*//g'`) # Get the tables and views without any potential the "WARN" logs.
|
||||
echo -e "\nGoing to create ${#entities_on_ocean[@]} entities for db '${db}'..\n"
|
||||
for i in ${entities_on_ocean[@]}; do # Use un-quoted values, as the elements are single-words.
|
||||
# Check if this is a view by showing the create-statement where it should print "create view" for a view, not the "create table". Unfortunately, there is no "show views" command.
|
||||
create_entity_statement=`hive --database ${db} -e "show create table ${i};"` # We need to use the "--database", instead of including it inside the query, in order to return the statements with the '`' chars being in the right place to be used by impala-shell. However, we need to add the db-name in the "CREATE VIEW view_name" statement.
|
||||
|
|
@ -147,15 +148,16 @@ function copydb() {
|
|||
echo -e "\nERROR: THE TABLE \"${i}\" HAD NO FILES TO GET THE SCHEMA FROM! IT'S EMPTY!\n\n"
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
exit 5
|
||||
fi
|
||||
fi # This error is not FATAL, do we do not return from this function, in normal circumstances.
|
||||
else
|
||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "create table ${db}.${i} like parquet '${CURRENT_PRQ_FILE}' stored as parquet;" |& tee error.log
|
||||
log_errors=`cat error.log | grep -E "WARN|ERROR|FAILED"`
|
||||
if [ -n "$log_errors" ]; then
|
||||
echo -e "\n\nERROR: THERE WAS A PROBLEM WHEN CREATING TABLE '${i}'!\n\n"
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
rm -f error.log
|
||||
exit 6
|
||||
fi
|
||||
fi # This error is not FATAL, do we do not return from this function, in normal circumstances.
|
||||
fi
|
||||
fi
|
||||
fi
|
||||
|
|
@ -186,7 +188,7 @@ function copydb() {
|
|||
specific_errors=`cat error.log | grep -E "FAILED: ParseException line 1:13 missing TABLE at 'view'|ERROR: AnalysisException: Could not resolve table reference:"`
|
||||
if [ -n "$specific_errors" ]; then
|
||||
echo -e "\nspecific_errors: ${specific_errors}\n"
|
||||
echo -e "\nView '$(cat error.log | grep -Eo "Query: CREATE VIEW ([^\s]+)" | sed 's/Query: CREATE VIEW //g')' failed to be created, possibly because it depends on another view.\n"
|
||||
echo -e "\nView '$(cat error.log | grep -Po "Query: CREATE VIEW ([^\s]+)" | sed 's/Query: CREATE VIEW //g')' failed to be created, possibly because it depends on another view.\n"
|
||||
((new_num_of_views_to_retry++)) # Increment it here, instead of acquiring the array's size in the end, as that doesn't work for some reason.
|
||||
else
|
||||
all_create_view_statements=("${all_create_view_statements[@]/$create_view_statement}") # Remove the current successful statement from the list.
|
||||
|
|
@ -198,9 +200,11 @@ function copydb() {
|
|||
# Although the above command reduces the "active" elements to just the few to-be-retried, it does not manage to make the array return the its true size through the "${#all_create_view_statements[@]}" statement. So we use counters.
|
||||
|
||||
if [[ $new_num_of_views_to_retry -eq $previous_num_of_views_to_retry ]]; then
|
||||
echo -e "\n\nERROR: THE NUMBER OF VIEWS TO RETRY HAS NOT BEEN REDUCED! THE SCRIPT IS LIKELY GOING TO AN INFINITE-LOOP! EXITING..\n\n"
|
||||
echo -e "\n\nERROR: THE NUMBER OF VIEWS TO RETRY HAS NOT BEEN REDUCED! THE SCRIPT IS LIKELY GOING TO AN INFINITE-LOOP! BREAKING-OUT..\n\n"
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
exit 7
|
||||
else
|
||||
break # Break form the inf-loop of views and continue by computing stats for the tables.
|
||||
fi
|
||||
elif [[ $new_num_of_views_to_retry -gt 0 ]]; then
|
||||
echo -e "\nTo be retried \"create_view_statements\" (${new_num_of_views_to_retry}):\n\n${all_create_view_statements[@]}\n"
|
||||
|
|
@ -210,8 +214,11 @@ function copydb() {
|
|||
previous_num_of_views_to_retry=$new_num_of_views_to_retry
|
||||
done
|
||||
|
||||
entities_on_impala=(`impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} --delimited -q "show tables in ${db}"`)
|
||||
echo -e "\nThe schema of db '${db}', along with ${#entities_on_impala[@]} entities have been created, on Impala cluster, after: $(print_elapsed_time start_create_schema_time)\n"
|
||||
|
||||
start_compute_stats_time=$(date +%s)
|
||||
echo -e "\nComputing stats for tables..\n"
|
||||
entities_on_impala=`impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} --delimited -q "show tables in ${db}"`
|
||||
for i in ${entities_on_impala[@]}; do # Use un-quoted values, as the elemetns are single-words.
|
||||
# Taking the create table statement from the Ocean cluster, just to check if its a view, as the output is easier than using impala-shell from Impala cluster.
|
||||
create_view_statement=`hive -e "show create table ${db}.${i};" | grep "CREATE VIEW"` # This grep works here, as we do not want to match multiple-lines.
|
||||
|
|
@ -219,24 +226,30 @@ function copydb() {
|
|||
# Invalidate metadata of this DB's tables, in order for Impala to be aware of all parquet files put inside the tables' directories, previously, by "hadoop distcp".
|
||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "INVALIDATE METADATA ${db}.${i}"
|
||||
sleep 1
|
||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "compute stats ${db}.${i}";
|
||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "compute stats ${db}.${i}" |& tee error.log
|
||||
log_errors=`cat error.log | grep -E "WARN|ERROR|FAILED"`
|
||||
if [ -n "$log_errors" ]; then
|
||||
echo -e "\n\nERROR: THERE WAS A PROBLEM WHEN COMPUTING STATS FOR TABLE '${i}'!\n\n"
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
rm -f error.log
|
||||
exit 8
|
||||
fi # This error is not FATAL, do we do not return from this function, in normal circumstances.
|
||||
fi
|
||||
fi
|
||||
done
|
||||
|
||||
echo -e "\nFinished computing stats for tables, after: $(print_elapsed_time start_compute_stats_time)\n"
|
||||
rm -f error.log # Cleanup the temp log-file.
|
||||
|
||||
# Check if the entities in both clusters are the same, down to the exact names, not just the counts. (they are sorted in the same way both in hive and impala)
|
||||
if [ "${entities_on_impala[@]}" == "${entities_on_ocean[@]}" ]; then
|
||||
echo -e "\nAll entities have been copied to Impala cluster.\n"
|
||||
if [[ "${entities_on_impala[@]}" == "${entities_on_ocean[@]}" ]]; then
|
||||
echo -e "\nAll entities have been copied to Impala cluster.\n\nFinished processing db: '${db}', after: $(print_elapsed_time start_db_time)\n"
|
||||
else
|
||||
echo -e "\n\nERROR: 1 OR MORE ENTITIES OF DB '${db}' FAILED TO BE COPIED TO IMPALA CLUSTER!\n\n"
|
||||
rm -f error.log
|
||||
echo -e "\n\nERROR: $((${#entities_on_ocean[@]} - ${#entities_on_impala[@]})) ENTITIES OF DB '${db}' FAILED TO BE COPIED TO IMPALA CLUSTER!\n\n\nFinished processing db: '${db}', after: $(print_elapsed_time start_db_time)\n"
|
||||
if [[ SHOULD_EXIT_WHOLE_SCRIPT_UPON_ERROR -eq 1 ]]; then
|
||||
exit 8
|
||||
exit 9
|
||||
fi
|
||||
fi
|
||||
|
||||
rm -f error.log
|
||||
echo -e "\n\nFinished processing db: ${db}\n"
|
||||
print_elapsed_time start_db_time
|
||||
}
|
||||
|
||||
STATS_DB=$1
|
||||
|
|
|
|||
|
|
@ -65,4 +65,5 @@ DROP TABLE IF EXISTS ${stats_db_name}.result_accessroute purge;
|
|||
|
||||
CREATE TABLE IF NOT EXISTS ${stats_db_name}.result_accessroute STORED AS PARQUET as
|
||||
select distinct substr(id,4) as id, accessroute from ${openaire_db_name}.result
|
||||
lateral view explode (instance.accessright.openaccessroute) openaccessroute as accessroute;
|
||||
lateral view explode (instance.accessright.openaccessroute) openaccessroute as accessroute
|
||||
WHERE datainfo.deletedbyinference=false and datainfo.invisible = FALSE;
|
||||
|
|
|
|||
Loading…
Reference in New Issue