Miscellaneous updates to the copying operation to Impala Cluster:
- Update the algorithm for creating views that depend on other views. - Add check for successful execution of the "hadoop distcp" command. - Add a check for successful copy operation of all entities. - Upon facing an error in a DB, exit the method, instead of the whole script. - Improve logging. - Code polishing.
This commit is contained in:
parent
22745027c8
commit
14719dcd62
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@ -66,7 +66,7 @@ function copydb() {
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if [ -n "$log_errors" ]; then
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if [ -n "$log_errors" ]; then
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echo -e "\n\nTHERE WAS A PROBLEM WHEN DROPPING THE OLD DATABASE! EXITING...\n\n"
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echo -e "\n\nTHERE WAS A PROBLEM WHEN DROPPING THE OLD DATABASE! EXITING...\n\n"
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rm -f error.log
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rm -f error.log
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exit 2
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return 1
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fi
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fi
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# Make Impala aware of the deletion of the old DB immediately.
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# Make Impala aware of the deletion of the old DB immediately.
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@ -87,6 +87,15 @@ function copydb() {
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-pb \
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-pb \
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${OCEAN_HDFS_NODE}/user/hive/warehouse/${db}.db ${IMPALA_HDFS_DB_BASE_PATH}
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${OCEAN_HDFS_NODE}/user/hive/warehouse/${db}.db ${IMPALA_HDFS_DB_BASE_PATH}
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# Check the exit status of the "hadoop distcp" command.
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if [ $? -eq 0 ]; then
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echo "Successfully copied the files of '${db}'."
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else
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echo "Failed to transfer the files of '${db}', with 'hadoop distcp'. Got with exit status: $?"
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rm -f error.log
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return 2
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fi
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# In case we ever use this script for a writable DB (using inserts/updates), we should perform the following costly operation as well..
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# In case we ever use this script for a writable DB (using inserts/updates), we should perform the following costly operation as well..
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#hdfs dfs -conf ${IMPALA_CONFIG_FILE} -chmod -R 777 ${TEMP_SUBDIR_FULLPATH}/${db}.db
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#hdfs dfs -conf ${IMPALA_CONFIG_FILE} -chmod -R 777 ${TEMP_SUBDIR_FULLPATH}/${db}.db
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@ -104,7 +113,8 @@ function copydb() {
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all_create_view_commands=()
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all_create_view_commands=()
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for i in `hive -e "show tables in ${db};" | sed 's/WARN:.*//g'`; do # 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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for i in ${entities_on_ocean[@]}; do # Use un-quoted values, as the elemetns are single-words.
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# Check if this is a view by showing the create-command where it should print "create view" for a view, not the "create table". Unfortunately, there is now "show views" command.
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# Check if this is a view by showing the create-command where it should print "create view" for a view, not the "create table". Unfortunately, there is now "show views" command.
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create_entity_command=`hive -e "show create table ${db}.${i};"` # It needs to happen in two stages, otherwise the "grep" is not able to match multi-line command.
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create_entity_command=`hive -e "show create table ${db}.${i};"` # It needs to happen in two stages, otherwise the "grep" is not able to match multi-line command.
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@ -140,45 +150,44 @@ function copydb() {
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# Time to loop through the views and create them.
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# Time to loop through the views and create them.
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# At this point all table-schemas should have been created.
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# At this point all table-schemas should have been created.
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echo -e "\nAll_create_view_commands:\n\n${all_create_view_commands[@]}\n\n" # DEBUG
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should_retry=1 # Should retry creating the views (in case their tables where not created before them).
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# There are views of other views as well, so we may have 3,4,5 nested-view and need to retry..
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previous_num_of_views_to_retry=${#all_create_view_commands}
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previous_num_of_views_to_retry=${#all_create_view_commands}
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if [[ $previous_num_of_views_to_retry -gt 0 ]]; then
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echo -e "\nAll_create_view_commands:\n\n${all_create_view_commands[@]}\n" # DEBUG
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else
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echo -e "\nDB '${db}' does not contain views.\n"
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fi
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while ((should_retry)); do
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level_counter=0
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while [[ ${#all_create_view_commands[@]} -gt 0 ]]; do
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((level_counter++))
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# The only accepted reason for a view to not be created, is if it depends on another view, which has not been created yet.
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# The only accepted reason for a view to not be created, is if it depends on another view, which has not been created yet.
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# In this case, we should retry creating this particular view again.
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# In this case, we should retry creating this particular view again.
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should_retry=0 # We should NOT do another iteration, unless at least one view could NOT be created.
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should_retry_create_view_commands=()
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should_retry_create_view_commands=()
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for create_view_command in "${all_create_view_commands[@]}"; do # Get the tables and views without any potential the "WARN" logs.
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for create_view_command in "${all_create_view_commands[@]}"; do # Here we use double quotes, as the elements are phrases, instead of single-words.
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impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "${create_view_command}" |& 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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impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "${create_view_command}" |& 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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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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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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echo -e "\nspecific_errors: ${specific_errors}\n"
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if [ -n "$specific_errors" ]; then
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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 "CREATE VIEW " | sed 's/CREATE VIEW //g' | sed 's/ as select .*//g')' failed to be created, possibly because it depends on another view.\n"
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echo -e "\nView '$(cat error.log | grep "CREATE VIEW " | sed 's/CREATE VIEW //g' | sed 's/ as select .*//g')' failed to be created, possibly because it depends on another view.\n"
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should_retry=1
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should_retry_create_view_commands+=("$create_view_command")
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should_retry_create_view_commands+=("$create_view_command")
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else
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else
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sleep 1 # Wait a bit for Impala to register that the view was created, before possibly referencing it by another view.
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sleep 1 # Wait a bit for Impala to register that the view was created, before possibly referencing it by another view.
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fi
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fi
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done
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done
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echo -e "\nTo be retried \"create_view_commands\":\n\n${should_retry_create_view_commands[@]}\n"
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new_num_of_views_to_retry=${#should_retry_create_view_commands}
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new_num_of_views_to_retry=${#should_retry_create_view_commands}
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if [[ $new_num_of_views_to_retry -eq $previous_num_of_views_to_retry ]]; then
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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 "THE NUMBER OF VIEWS TO RETRY HAS NOT BEEN REDUCED! THE SCRIPT IS LIKELY GOING TO AN INFINITE-LOOP! EXITING.."
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echo -e "THE NUMBER OF VIEWS TO RETRY HAS NOT BEEN REDUCED! THE SCRIPT IS LIKELY GOING TO AN INFINITE-LOOP! EXITING.."
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exit 3
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return 3
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else
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elif [[ $new_num_of_views_to_retry -gt 0 ]]; then
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echo -e "\nTo be retried \"create_view_commands\":\n\n${should_retry_create_view_commands[@]}\n"
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previous_num_of_views_to_retry=$new_num_of_views_to_retry
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previous_num_of_views_to_retry=$new_num_of_views_to_retry
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else
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echo -e "\nFinished creating views db: ${db}, in level-${level_counter}.\n"
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fi
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fi
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all_create_view_commands=("${should_retry_create_view_command[@]}") # This is needed in any case to either move forward with the rest of the views or stop at 0 remaining views.
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all_create_view_commands=$should_retry_create_view_command
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done
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done
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sleep 1
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sleep 1
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@ -186,7 +195,10 @@ function copydb() {
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sleep 1
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sleep 1
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echo "Computing stats for tables.."
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echo "Computing stats for tables.."
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for i in `impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} --delimited -q "show tables in ${db}"`; do
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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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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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# 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_command=`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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create_view_command=`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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if [ -z "$create_view_command" ]; then # If it's a table, then go load the data to it.
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if [ -z "$create_view_command" ]; then # If it's a table, then go load the data to it.
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@ -194,6 +206,14 @@ function copydb() {
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fi
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fi
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done
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done
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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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else
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echo -e "\n\n1 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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return 4
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fi
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rm -f error.log
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rm -f error.log
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echo -e "\n\nFinished processing db: ${db}\n\n"
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echo -e "\n\nFinished processing db: ${db}\n\n"
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@ -65,7 +65,7 @@ function copydb() {
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if [ -n "$log_errors" ]; then
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if [ -n "$log_errors" ]; then
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echo -e "\n\nTHERE WAS A PROBLEM WHEN DROPPING THE OLD DATABASE! EXITING...\n\n"
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echo -e "\n\nTHERE WAS A PROBLEM WHEN DROPPING THE OLD DATABASE! EXITING...\n\n"
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rm -f error.log
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rm -f error.log
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exit 2
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return 1
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fi
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fi
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# Make Impala aware of the deletion of the old DB immediately.
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# Make Impala aware of the deletion of the old DB immediately.
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@ -86,6 +86,15 @@ function copydb() {
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-pb \
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-pb \
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${OCEAN_HDFS_NODE}/user/hive/warehouse/${db}.db ${IMPALA_HDFS_DB_BASE_PATH}
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${OCEAN_HDFS_NODE}/user/hive/warehouse/${db}.db ${IMPALA_HDFS_DB_BASE_PATH}
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# Check the exit status of the "hadoop distcp" command.
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if [ $? -eq 0 ]; then
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echo "Successfully copied the files of '${db}'."
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else
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echo "Failed to transfer the files of '${db}', with 'hadoop distcp'. Got with exit status: $?"
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rm -f error.log
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return 2
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fi
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# In case we ever use this script for a writable DB (using inserts/updates), we should perform the following costly operation as well..
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# In case we ever use this script for a writable DB (using inserts/updates), we should perform the following costly operation as well..
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#hdfs dfs -conf ${IMPALA_CONFIG_FILE} -chmod -R 777 ${TEMP_SUBDIR_FULLPATH}/${db}.db
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#hdfs dfs -conf ${IMPALA_CONFIG_FILE} -chmod -R 777 ${TEMP_SUBDIR_FULLPATH}/${db}.db
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@ -103,7 +112,8 @@ function copydb() {
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all_create_view_commands=()
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all_create_view_commands=()
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for i in `hive -e "show tables in ${db};" | sed 's/WARN:.*//g'`; do # 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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for i in ${entities_on_ocean[@]}; do # Use un-quoted values, as the elemetns are single-words.
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# Check if this is a view by showing the create-command where it should print "create view" for a view, not the "create table". Unfortunately, there is now "show views" command.
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# Check if this is a view by showing the create-command where it should print "create view" for a view, not the "create table". Unfortunately, there is now "show views" command.
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create_entity_command=`hive -e "show create table ${db}.${i};"` # It needs to happen in two stages, otherwise the "grep" is not able to match multi-line command.
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create_entity_command=`hive -e "show create table ${db}.${i};"` # It needs to happen in two stages, otherwise the "grep" is not able to match multi-line command.
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@ -139,45 +149,44 @@ function copydb() {
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# Time to loop through the views and create them.
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# Time to loop through the views and create them.
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# At this point all table-schemas should have been created.
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# At this point all table-schemas should have been created.
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echo -e "\nAll_create_view_commands:\n\n${all_create_view_commands[@]}\n\n" # DEBUG
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should_retry=1 # Should retry creating the views (in case their tables where not created before them).
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# There are views of other views as well, so we may have 3,4,5 nested-view and need to retry..
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previous_num_of_views_to_retry=${#all_create_view_commands}
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previous_num_of_views_to_retry=${#all_create_view_commands}
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if [[ $previous_num_of_views_to_retry -gt 0 ]]; then
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echo -e "\nAll_create_view_commands:\n\n${all_create_view_commands[@]}\n" # DEBUG
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else
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echo -e "\nDB '${db}' does not contain views.\n"
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fi
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while ((should_retry)); do
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level_counter=0
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while [[ ${#all_create_view_commands[@]} -gt 0 ]]; do
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((level_counter++))
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# The only accepted reason for a view to not be created, is if it depends on another view, which has not been created yet.
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# The only accepted reason for a view to not be created, is if it depends on another view, which has not been created yet.
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# In this case, we should retry creating this particular view again.
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# In this case, we should retry creating this particular view again.
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should_retry=0 # We should NOT do another iteration, unless at least one view could NOT be created.
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should_retry_create_view_commands=()
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should_retry_create_view_commands=()
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for create_view_command in "${all_create_view_commands[@]}"; do # Get the tables and views without any potential the "WARN" logs.
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for create_view_command in "${all_create_view_commands[@]}"; do # Here we use double quotes, as the elements are phrases, instead of single-words.
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impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "${create_view_command}" |& 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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impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "${create_view_command}" |& 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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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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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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echo -e "\nspecific_errors: ${specific_errors}\n"
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if [ -n "$specific_errors" ]; then
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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 "CREATE VIEW " | sed 's/CREATE VIEW //g' | sed 's/ as select .*//g')' failed to be created, possibly because it depends on another view.\n"
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echo -e "\nView '$(cat error.log | grep "CREATE VIEW " | sed 's/CREATE VIEW //g' | sed 's/ as select .*//g')' failed to be created, possibly because it depends on another view.\n"
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should_retry=1
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should_retry_create_view_commands+=("$create_view_command")
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should_retry_create_view_commands+=("$create_view_command")
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else
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else
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sleep 1 # Wait a bit for Impala to register that the view was created, before possibly referencing it by another view.
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sleep 1 # Wait a bit for Impala to register that the view was created, before possibly referencing it by another view.
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fi
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fi
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done
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done
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echo -e "\nTo be retried \"create_view_commands\":\n\n${should_retry_create_view_commands[@]}\n"
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new_num_of_views_to_retry=${#should_retry_create_view_commands}
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new_num_of_views_to_retry=${#should_retry_create_view_commands}
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if [[ $new_num_of_views_to_retry -eq $previous_num_of_views_to_retry ]]; then
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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 "THE NUMBER OF VIEWS TO RETRY HAS NOT BEEN REDUCED! THE SCRIPT IS LIKELY GOING TO AN INFINITE-LOOP! EXITING.."
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echo -e "THE NUMBER OF VIEWS TO RETRY HAS NOT BEEN REDUCED! THE SCRIPT IS LIKELY GOING TO AN INFINITE-LOOP! EXITING.."
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exit 3
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return 3
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else
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elif [[ $new_num_of_views_to_retry -gt 0 ]]; then
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echo -e "\nTo be retried \"create_view_commands\":\n\n${should_retry_create_view_commands[@]}\n"
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previous_num_of_views_to_retry=$new_num_of_views_to_retry
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previous_num_of_views_to_retry=$new_num_of_views_to_retry
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else
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echo -e "\nFinished creating views db: ${db}, in level-${level_counter}.\n"
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fi
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fi
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all_create_view_commands=("${should_retry_create_view_command[@]}") # This is needed in any case to either move forward with the rest of the views or stop at 0 remaining views.
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all_create_view_commands=$should_retry_create_view_command
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done
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done
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sleep 1
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sleep 1
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@ -185,7 +194,10 @@ function copydb() {
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sleep 1
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sleep 1
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echo "Computing stats for tables.."
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echo "Computing stats for tables.."
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for i in `impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} --delimited -q "show tables in ${db}"`; do
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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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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.
|
# 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_command=`hive -e "show create table ${db}.${i};" | grep "CREATE VIEW"` # This grep works here, as we do not want to match multiple-lines.
|
create_view_command=`hive -e "show create table ${db}.${i};" | grep "CREATE VIEW"` # This grep works here, as we do not want to match multiple-lines.
|
||||||
if [ -z "$create_view_command" ]; then # If it's a table, then go load the data to it.
|
if [ -z "$create_view_command" ]; then # If it's a table, then go load the data to it.
|
||||||
|
@ -193,6 +205,14 @@ function copydb() {
|
||||||
fi
|
fi
|
||||||
done
|
done
|
||||||
|
|
||||||
|
if [ "${entities_on_impala[@]}" == "${entities_on_ocean[@]}" ]; then
|
||||||
|
echo -e "\nAll entities have been copied to Impala cluster.\n"
|
||||||
|
else
|
||||||
|
echo -e "\n\n1 OR MORE ENTITIES OF DB '${db}' FAILED TO BE COPIED TO IMPALA CLUSTER!\n\n"
|
||||||
|
rm -f error.log
|
||||||
|
return 4
|
||||||
|
fi
|
||||||
|
|
||||||
rm -f error.log
|
rm -f error.log
|
||||||
|
|
||||||
echo -e "\n\nFinished processing db: ${db}\n\n"
|
echo -e "\n\nFinished processing db: ${db}\n\n"
|
||||||
|
|
|
@ -65,7 +65,7 @@ function copydb() {
|
||||||
if [ -n "$log_errors" ]; then
|
if [ -n "$log_errors" ]; then
|
||||||
echo -e "\n\nTHERE WAS A PROBLEM WHEN DROPPING THE OLD DATABASE! EXITING...\n\n"
|
echo -e "\n\nTHERE WAS A PROBLEM WHEN DROPPING THE OLD DATABASE! EXITING...\n\n"
|
||||||
rm -f error.log
|
rm -f error.log
|
||||||
exit 2
|
return 1
|
||||||
fi
|
fi
|
||||||
|
|
||||||
# Make Impala aware of the deletion of the old DB immediately.
|
# Make Impala aware of the deletion of the old DB immediately.
|
||||||
|
@ -86,6 +86,15 @@ function copydb() {
|
||||||
-pb \
|
-pb \
|
||||||
${OCEAN_HDFS_NODE}/user/hive/warehouse/${db}.db ${IMPALA_HDFS_DB_BASE_PATH}
|
${OCEAN_HDFS_NODE}/user/hive/warehouse/${db}.db ${IMPALA_HDFS_DB_BASE_PATH}
|
||||||
|
|
||||||
|
# Check the exit status of the "hadoop distcp" command.
|
||||||
|
if [ $? -eq 0 ]; then
|
||||||
|
echo "Successfully copied the files of '${db}'."
|
||||||
|
else
|
||||||
|
echo "Failed to transfer the files of '${db}', with 'hadoop distcp'. Got with exit status: $?"
|
||||||
|
rm -f error.log
|
||||||
|
return 2
|
||||||
|
fi
|
||||||
|
|
||||||
# In case we ever use this script for a writable DB (using inserts/updates), we should perform the following costly operation as well..
|
# In case we ever use this script for a writable DB (using inserts/updates), we should perform the following costly operation as well..
|
||||||
#hdfs dfs -conf ${IMPALA_CONFIG_FILE} -chmod -R 777 ${TEMP_SUBDIR_FULLPATH}/${db}.db
|
#hdfs dfs -conf ${IMPALA_CONFIG_FILE} -chmod -R 777 ${TEMP_SUBDIR_FULLPATH}/${db}.db
|
||||||
|
|
||||||
|
@ -103,7 +112,8 @@ function copydb() {
|
||||||
|
|
||||||
all_create_view_commands=()
|
all_create_view_commands=()
|
||||||
|
|
||||||
for i in `hive -e "show tables in ${db};" | sed 's/WARN:.*//g'`; do # 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.
|
||||||
|
for i in ${entities_on_ocean[@]}; do # Use un-quoted values, as the elemetns are single-words.
|
||||||
# Check if this is a view by showing the create-command where it should print "create view" for a view, not the "create table". Unfortunately, there is now "show views" command.
|
# Check if this is a view by showing the create-command where it should print "create view" for a view, not the "create table". Unfortunately, there is now "show views" command.
|
||||||
create_entity_command=`hive -e "show create table ${db}.${i};"` # It needs to happen in two stages, otherwise the "grep" is not able to match multi-line command.
|
create_entity_command=`hive -e "show create table ${db}.${i};"` # It needs to happen in two stages, otherwise the "grep" is not able to match multi-line command.
|
||||||
|
|
||||||
|
@ -139,45 +149,44 @@ function copydb() {
|
||||||
|
|
||||||
# Time to loop through the views and create them.
|
# Time to loop through the views and create them.
|
||||||
# At this point all table-schemas should have been created.
|
# At this point all table-schemas should have been created.
|
||||||
echo -e "\nAll_create_view_commands:\n\n${all_create_view_commands[@]}\n\n" # DEBUG
|
|
||||||
|
|
||||||
should_retry=1 # Should retry creating the views (in case their tables where not created before them).
|
|
||||||
# There are views of other views as well, so we may have 3,4,5 nested-view and need to retry..
|
|
||||||
|
|
||||||
previous_num_of_views_to_retry=${#all_create_view_commands}
|
previous_num_of_views_to_retry=${#all_create_view_commands}
|
||||||
|
if [[ $previous_num_of_views_to_retry -gt 0 ]]; then
|
||||||
|
echo -e "\nAll_create_view_commands:\n\n${all_create_view_commands[@]}\n" # DEBUG
|
||||||
|
else
|
||||||
|
echo -e "\nDB '${db}' does not contain views.\n"
|
||||||
|
fi
|
||||||
|
|
||||||
while ((should_retry)); do
|
level_counter=0
|
||||||
|
while [[ ${#all_create_view_commands[@]} -gt 0 ]]; do
|
||||||
|
((level_counter++))
|
||||||
# The only accepted reason for a view to not be created, is if it depends on another view, which has not been created yet.
|
# The only accepted reason for a view to not be created, is if it depends on another view, which has not been created yet.
|
||||||
# In this case, we should retry creating this particular view again.
|
# In this case, we should retry creating this particular view again.
|
||||||
should_retry=0 # We should NOT do another iteration, unless at least one view could NOT be created.
|
|
||||||
|
|
||||||
should_retry_create_view_commands=()
|
should_retry_create_view_commands=()
|
||||||
|
|
||||||
for create_view_command in "${all_create_view_commands[@]}"; do # Get the tables and views without any potential the "WARN" logs.
|
for create_view_command in "${all_create_view_commands[@]}"; do # Here we use double quotes, as the elements are phrases, instead of single-words.
|
||||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "${create_view_command}" |& 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
|
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "${create_view_command}" |& 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
|
||||||
specific_errors=`cat error.log | grep -E "FAILED: ParseException line 1:13 missing TABLE at 'view'|ERROR: AnalysisException: Could not resolve table reference:"`
|
specific_errors=`cat error.log | grep -E "FAILED: ParseException line 1:13 missing TABLE at 'view'|ERROR: AnalysisException: Could not resolve table reference:"`
|
||||||
echo -e "\nspecific_errors: ${specific_errors}\n"
|
|
||||||
if [ -n "$specific_errors" ]; then
|
if [ -n "$specific_errors" ]; then
|
||||||
|
echo -e "\nspecific_errors: ${specific_errors}\n"
|
||||||
echo -e "\nView '$(cat error.log | grep "CREATE VIEW " | sed 's/CREATE VIEW //g' | sed 's/ as select .*//g')' failed to be created, possibly because it depends on another view.\n"
|
echo -e "\nView '$(cat error.log | grep "CREATE VIEW " | sed 's/CREATE VIEW //g' | sed 's/ as select .*//g')' failed to be created, possibly because it depends on another view.\n"
|
||||||
should_retry=1
|
|
||||||
should_retry_create_view_commands+=("$create_view_command")
|
should_retry_create_view_commands+=("$create_view_command")
|
||||||
else
|
else
|
||||||
sleep 1 # Wait a bit for Impala to register that the view was created, before possibly referencing it by another view.
|
sleep 1 # Wait a bit for Impala to register that the view was created, before possibly referencing it by another view.
|
||||||
fi
|
fi
|
||||||
done
|
done
|
||||||
|
|
||||||
echo -e "\nTo be retried \"create_view_commands\":\n\n${should_retry_create_view_commands[@]}\n"
|
|
||||||
|
|
||||||
new_num_of_views_to_retry=${#should_retry_create_view_commands}
|
new_num_of_views_to_retry=${#should_retry_create_view_commands}
|
||||||
if [[ $new_num_of_views_to_retry -eq $previous_num_of_views_to_retry ]]; then
|
if [[ $new_num_of_views_to_retry -eq $previous_num_of_views_to_retry ]]; then
|
||||||
echo -e "THE NUMBER OF VIEWS TO RETRY HAS NOT BEEN REDUCED! THE SCRIPT IS LIKELY GOING TO AN INFINITE-LOOP! EXITING.."
|
echo -e "THE NUMBER OF VIEWS TO RETRY HAS NOT BEEN REDUCED! THE SCRIPT IS LIKELY GOING TO AN INFINITE-LOOP! EXITING.."
|
||||||
exit 3
|
return 3
|
||||||
else
|
elif [[ $new_num_of_views_to_retry -gt 0 ]]; then
|
||||||
|
echo -e "\nTo be retried \"create_view_commands\":\n\n${should_retry_create_view_commands[@]}\n"
|
||||||
previous_num_of_views_to_retry=$new_num_of_views_to_retry
|
previous_num_of_views_to_retry=$new_num_of_views_to_retry
|
||||||
|
else
|
||||||
|
echo -e "\nFinished creating views db: ${db}, in level-${level_counter}.\n"
|
||||||
fi
|
fi
|
||||||
|
all_create_view_commands=("${should_retry_create_view_command[@]}") # This is needed in any case to either move forward with the rest of the views or stop at 0 remaining views.
|
||||||
all_create_view_commands=$should_retry_create_view_command
|
|
||||||
done
|
done
|
||||||
|
|
||||||
sleep 1
|
sleep 1
|
||||||
|
@ -185,7 +194,10 @@ function copydb() {
|
||||||
sleep 1
|
sleep 1
|
||||||
|
|
||||||
echo "Computing stats for tables.."
|
echo "Computing stats for tables.."
|
||||||
for i in `impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} --delimited -q "show tables in ${db}"`; do
|
|
||||||
|
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.
|
# 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_command=`hive -e "show create table ${db}.${i};" | grep "CREATE VIEW"` # This grep works here, as we do not want to match multiple-lines.
|
create_view_command=`hive -e "show create table ${db}.${i};" | grep "CREATE VIEW"` # This grep works here, as we do not want to match multiple-lines.
|
||||||
if [ -z "$create_view_command" ]; then # If it's a table, then go load the data to it.
|
if [ -z "$create_view_command" ]; then # If it's a table, then go load the data to it.
|
||||||
|
@ -193,6 +205,14 @@ function copydb() {
|
||||||
fi
|
fi
|
||||||
done
|
done
|
||||||
|
|
||||||
|
if [ "${entities_on_impala[@]}" == "${entities_on_ocean[@]}" ]; then
|
||||||
|
echo -e "\nAll entities have been copied to Impala cluster.\n"
|
||||||
|
else
|
||||||
|
echo -e "\n\n1 OR MORE ENTITIES OF DB '${db}' FAILED TO BE COPIED TO IMPALA CLUSTER!\n\n"
|
||||||
|
rm -f error.log
|
||||||
|
return 4
|
||||||
|
fi
|
||||||
|
|
||||||
rm -f error.log
|
rm -f error.log
|
||||||
|
|
||||||
echo -e "\n\nFinished processing db: ${db}\n\n"
|
echo -e "\n\nFinished processing db: ${db}\n\n"
|
||||||
|
|
|
@ -67,7 +67,7 @@ function copydb() {
|
||||||
if [ -n "$log_errors" ]; then
|
if [ -n "$log_errors" ]; then
|
||||||
echo -e "\n\nTHERE WAS A PROBLEM WHEN DROPPING THE OLD DATABASE! EXITING...\n\n"
|
echo -e "\n\nTHERE WAS A PROBLEM WHEN DROPPING THE OLD DATABASE! EXITING...\n\n"
|
||||||
rm -f error.log
|
rm -f error.log
|
||||||
exit 2
|
return 1
|
||||||
fi
|
fi
|
||||||
|
|
||||||
# Make Impala aware of the deletion of the old DB immediately.
|
# Make Impala aware of the deletion of the old DB immediately.
|
||||||
|
@ -88,6 +88,15 @@ function copydb() {
|
||||||
-pb \
|
-pb \
|
||||||
${OCEAN_HDFS_NODE}/user/hive/warehouse/${db}.db ${IMPALA_HDFS_DB_BASE_PATH}
|
${OCEAN_HDFS_NODE}/user/hive/warehouse/${db}.db ${IMPALA_HDFS_DB_BASE_PATH}
|
||||||
|
|
||||||
|
# Check the exit status of the "hadoop distcp" command.
|
||||||
|
if [ $? -eq 0 ]; then
|
||||||
|
echo "Successfully copied the files of '${db}'."
|
||||||
|
else
|
||||||
|
echo "Failed to transfer the files of '${db}', with 'hadoop distcp'. Got with exit status: $?"
|
||||||
|
rm -f error.log
|
||||||
|
return 2
|
||||||
|
fi
|
||||||
|
|
||||||
# In case we ever use this script for a writable DB (using inserts/updates), we should perform the following costly operation as well..
|
# In case we ever use this script for a writable DB (using inserts/updates), we should perform the following costly operation as well..
|
||||||
#hdfs dfs -conf ${IMPALA_CONFIG_FILE} -chmod -R 777 ${TEMP_SUBDIR_FULLPATH}/${db}.db
|
#hdfs dfs -conf ${IMPALA_CONFIG_FILE} -chmod -R 777 ${TEMP_SUBDIR_FULLPATH}/${db}.db
|
||||||
|
|
||||||
|
@ -105,7 +114,8 @@ function copydb() {
|
||||||
|
|
||||||
all_create_view_commands=()
|
all_create_view_commands=()
|
||||||
|
|
||||||
for i in `hive -e "show tables in ${db};" | sed 's/WARN:.*//g'`; do # 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.
|
||||||
|
for i in ${entities_on_ocean[@]}; do # Use un-quoted values, as the elemetns are single-words.
|
||||||
# Check if this is a view by showing the create-command where it should print "create view" for a view, not the "create table". Unfortunately, there is now "show views" command.
|
# Check if this is a view by showing the create-command where it should print "create view" for a view, not the "create table". Unfortunately, there is now "show views" command.
|
||||||
create_entity_command=`hive -e "show create table ${db}.${i};"` # It needs to happen in two stages, otherwise the "grep" is not able to match multi-line command.
|
create_entity_command=`hive -e "show create table ${db}.${i};"` # It needs to happen in two stages, otherwise the "grep" is not able to match multi-line command.
|
||||||
|
|
||||||
|
@ -141,45 +151,44 @@ function copydb() {
|
||||||
|
|
||||||
# Time to loop through the views and create them.
|
# Time to loop through the views and create them.
|
||||||
# At this point all table-schemas should have been created.
|
# At this point all table-schemas should have been created.
|
||||||
echo -e "\nAll_create_view_commands:\n\n${all_create_view_commands[@]}\n\n" # DEBUG
|
|
||||||
|
|
||||||
should_retry=1 # Should retry creating the views (in case their tables where not created before them).
|
|
||||||
# There are views of other views as well, so we may have 3,4,5 nested-view and need to retry..
|
|
||||||
|
|
||||||
previous_num_of_views_to_retry=${#all_create_view_commands}
|
previous_num_of_views_to_retry=${#all_create_view_commands}
|
||||||
|
if [[ $previous_num_of_views_to_retry -gt 0 ]]; then
|
||||||
|
echo -e "\nAll_create_view_commands:\n\n${all_create_view_commands[@]}\n" # DEBUG
|
||||||
|
else
|
||||||
|
echo -e "\nDB '${db}' does not contain views.\n"
|
||||||
|
fi
|
||||||
|
|
||||||
while ((should_retry)); do
|
level_counter=0
|
||||||
|
while [[ ${#all_create_view_commands[@]} -gt 0 ]]; do
|
||||||
|
((level_counter++))
|
||||||
# The only accepted reason for a view to not be created, is if it depends on another view, which has not been created yet.
|
# The only accepted reason for a view to not be created, is if it depends on another view, which has not been created yet.
|
||||||
# In this case, we should retry creating this particular view again.
|
# In this case, we should retry creating this particular view again.
|
||||||
should_retry=0 # We should NOT do another iteration, unless at least one view could NOT be created.
|
|
||||||
|
|
||||||
should_retry_create_view_commands=()
|
should_retry_create_view_commands=()
|
||||||
|
|
||||||
for create_view_command in "${all_create_view_commands[@]}"; do # Get the tables and views without any potential the "WARN" logs.
|
for create_view_command in "${all_create_view_commands[@]}"; do # Here we use double quotes, as the elements are phrases, instead of single-words.
|
||||||
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "${create_view_command}" |& 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
|
impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} -q "${create_view_command}" |& 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
|
||||||
specific_errors=`cat error.log | grep -E "FAILED: ParseException line 1:13 missing TABLE at 'view'|ERROR: AnalysisException: Could not resolve table reference:"`
|
specific_errors=`cat error.log | grep -E "FAILED: ParseException line 1:13 missing TABLE at 'view'|ERROR: AnalysisException: Could not resolve table reference:"`
|
||||||
echo -e "\nspecific_errors: ${specific_errors}\n"
|
|
||||||
if [ -n "$specific_errors" ]; then
|
if [ -n "$specific_errors" ]; then
|
||||||
|
echo -e "\nspecific_errors: ${specific_errors}\n"
|
||||||
echo -e "\nView '$(cat error.log | grep "CREATE VIEW " | sed 's/CREATE VIEW //g' | sed 's/ as select .*//g')' failed to be created, possibly because it depends on another view.\n"
|
echo -e "\nView '$(cat error.log | grep "CREATE VIEW " | sed 's/CREATE VIEW //g' | sed 's/ as select .*//g')' failed to be created, possibly because it depends on another view.\n"
|
||||||
should_retry=1
|
|
||||||
should_retry_create_view_commands+=("$create_view_command")
|
should_retry_create_view_commands+=("$create_view_command")
|
||||||
else
|
else
|
||||||
sleep 1 # Wait a bit for Impala to register that the view was created, before possibly referencing it by another view.
|
sleep 1 # Wait a bit for Impala to register that the view was created, before possibly referencing it by another view.
|
||||||
fi
|
fi
|
||||||
done
|
done
|
||||||
|
|
||||||
echo -e "\nTo be retried \"create_view_commands\":\n\n${should_retry_create_view_commands[@]}\n"
|
|
||||||
|
|
||||||
new_num_of_views_to_retry=${#should_retry_create_view_commands}
|
new_num_of_views_to_retry=${#should_retry_create_view_commands}
|
||||||
if [[ $new_num_of_views_to_retry -eq $previous_num_of_views_to_retry ]]; then
|
if [[ $new_num_of_views_to_retry -eq $previous_num_of_views_to_retry ]]; then
|
||||||
echo -e "THE NUMBER OF VIEWS TO RETRY HAS NOT BEEN REDUCED! THE SCRIPT IS LIKELY GOING TO AN INFINITE-LOOP! EXITING.."
|
echo -e "THE NUMBER OF VIEWS TO RETRY HAS NOT BEEN REDUCED! THE SCRIPT IS LIKELY GOING TO AN INFINITE-LOOP! EXITING.."
|
||||||
exit 3
|
return 3
|
||||||
else
|
elif [[ $new_num_of_views_to_retry -gt 0 ]]; then
|
||||||
|
echo -e "\nTo be retried \"create_view_commands\":\n\n${should_retry_create_view_commands[@]}\n"
|
||||||
previous_num_of_views_to_retry=$new_num_of_views_to_retry
|
previous_num_of_views_to_retry=$new_num_of_views_to_retry
|
||||||
|
else
|
||||||
|
echo -e "\nFinished creating views db: ${db}, in level-${level_counter}.\n"
|
||||||
fi
|
fi
|
||||||
|
all_create_view_commands=("${should_retry_create_view_command[@]}") # This is needed in any case to either move forward with the rest of the views or stop at 0 remaining views.
|
||||||
all_create_view_commands=$should_retry_create_view_command
|
|
||||||
done
|
done
|
||||||
|
|
||||||
sleep 1
|
sleep 1
|
||||||
|
@ -187,7 +196,10 @@ function copydb() {
|
||||||
sleep 1
|
sleep 1
|
||||||
|
|
||||||
echo "Computing stats for tables.."
|
echo "Computing stats for tables.."
|
||||||
for i in `impala-shell --user ${HADOOP_USER_NAME} -i ${IMPALA_HOSTNAME} --delimited -q "show tables in ${db}"`; do
|
|
||||||
|
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.
|
# 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_command=`hive -e "show create table ${db}.${i};" | grep "CREATE VIEW"` # This grep works here, as we do not want to match multiple-lines.
|
create_view_command=`hive -e "show create table ${db}.${i};" | grep "CREATE VIEW"` # This grep works here, as we do not want to match multiple-lines.
|
||||||
if [ -z "$create_view_command" ]; then # If it's a table, then go load the data to it.
|
if [ -z "$create_view_command" ]; then # If it's a table, then go load the data to it.
|
||||||
|
@ -195,6 +207,14 @@ function copydb() {
|
||||||
fi
|
fi
|
||||||
done
|
done
|
||||||
|
|
||||||
|
if [ "${entities_on_impala[@]}" == "${entities_on_ocean[@]}" ]; then
|
||||||
|
echo -e "\nAll entities have been copied to Impala cluster.\n"
|
||||||
|
else
|
||||||
|
echo -e "\n\n1 OR MORE ENTITIES OF DB '${db}' FAILED TO BE COPIED TO IMPALA CLUSTER!\n\n"
|
||||||
|
rm -f error.log
|
||||||
|
return 4
|
||||||
|
fi
|
||||||
|
|
||||||
rm -f error.log
|
rm -f error.log
|
||||||
|
|
||||||
echo -e "\n\nFinished processing db: ${db}\n\n"
|
echo -e "\n\nFinished processing db: ${db}\n\n"
|
||||||
|
|
Loading…
Reference in New Issue