# # Copyright 2015 LinkedIn Corp. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # import sys from com.ziclix.python.sql import zxJDBC from wherehows.common import Constant class TeradataLoad: def load_metadata(self): cursor = self.conn_mysql.cursor() load_cmd = ''' DELETE FROM stg_dict_dataset WHERE db_id = {db_id}; LOAD DATA LOCAL INFILE '{source_file}' INTO TABLE stg_dict_dataset FIELDS TERMINATED BY '\Z' ESCAPED BY '\0' (`name`, `schema`, properties, fields, urn, source, sample_partition_full_path, source_created_time, source_modified_time) SET db_id = {db_id}, storage_type = 'Table', wh_etl_exec_id = {wh_etl_exec_id}; -- SELECT COUNT(*) FROM stg_dict_dataset; -- clear DELETE FROM stg_dict_dataset where db_id = {db_id} AND (length(`name`) = 0 OR `name` like 'tmp\_%' OR `name` like '%\_tmp' OR `name` like '#%' OR `name` like 'ut\_%' OR `name` regexp '^LS_[[:alnum:]_]+_[[:digit:]]') ; update stg_dict_dataset set location_prefix = substring_index(substring_index(urn, '/', 4), '/', -2) /* teradata location_prefix is it's schema name*/ WHERE db_id = {db_id} and location_prefix is null; update stg_dict_dataset set parent_name = substring_index(substring_index(urn, '/', 4), '/', -1) /* teradata parent_name is it's schema name*/ where db_id = {db_id} and parent_name is null; -- insert into final table INSERT INTO dict_dataset ( `name`, `schema`, schema_type, fields, properties, urn, source, location_prefix, parent_name, storage_type, ref_dataset_id, status_id, dataset_type, hive_serdes_class, is_partitioned, partition_layout_pattern_id, sample_partition_full_path, source_created_time, source_modified_time, created_time, wh_etl_exec_id ) select s.name, s.schema, s.schema_type, s.fields, s.properties, s.urn, s.source, s.location_prefix, s.parent_name, s.storage_type, s.ref_dataset_id, s.status_id, s.dataset_type, s.hive_serdes_class, s.is_partitioned, s.partition_layout_pattern_id, s.sample_partition_full_path, s.source_created_time, s.source_modified_time, UNIX_TIMESTAMP(now()), s.wh_etl_exec_id from stg_dict_dataset s where s.db_id = {db_id} on duplicate key update `name`=s.name, `schema`=s.schema, schema_type=s.schema_type, fields=s.fields, properties=s.properties, source=s.source, location_prefix=s.location_prefix, parent_name=s.parent_name, storage_type=s.storage_type, ref_dataset_id=s.ref_dataset_id, status_id=s.status_id, dataset_type=s.dataset_type, hive_serdes_class=s.hive_serdes_class, is_partitioned=s.is_partitioned, partition_layout_pattern_id=s.partition_layout_pattern_id, sample_partition_full_path=s.sample_partition_full_path, source_created_time=s.source_created_time, source_modified_time=s.source_modified_time, modified_time=UNIX_TIMESTAMP(now()), wh_etl_exec_id=s.wh_etl_exec_id ; analyze table dict_dataset; '''.format(source_file=self.input_file, db_id=self.db_id, wh_etl_exec_id=self.wh_etl_exec_id) for state in load_cmd.split(";"): print state cursor.execute(state) self.conn_mysql.commit() cursor.close() def load_field(self): cursor = self.conn_mysql.cursor() load_cmd = ''' DELETE FROM stg_dict_field_detail where db_id = {db_id}; LOAD DATA LOCAL INFILE '{source_file}' INTO TABLE stg_dict_field_detail FIELDS TERMINATED BY '\Z' (urn, sort_id, parent_sort_id, parent_path, field_name, field_label, data_type, data_size, @precision, @scale, is_nullable, is_indexed, is_partitioned, default_value, namespace, description, @dummy ) set data_precision=nullif(@precision,'') , data_scale=nullif(@scale,'') , db_id = {db_id} ; analyze table stg_dict_field_detail; update stg_dict_field_detail set description = null where db_id = {db_id} and (char_length(trim(description)) = 0 or description in ('null', 'N/A', 'nothing', 'empty', 'none')); UPDATE dict_field_detail t, ( select f.field_id, s.sort_id, s.data_type, s.data_size, s.data_precision, s.data_scale, s.is_nullable from stg_dict_field_detail s join dict_dataset d on s.urn = d.urn join dict_field_detail f on d.id = f.dataset_id and s.field_name = f.field_name where s.db_id = {db_id} ) x set t.sort_id = x.sort_id , t.data_type = x.data_type , t.data_size = x.data_size , t.data_precision = x.data_precision , t.data_fraction = x.data_scale , t.is_nullable = x.is_nullable where t.field_id = x.field_id ; show warnings limit 10; insert into dict_field_detail ( dataset_id, fields_layout_id, sort_id, parent_sort_id, field_name, data_type, data_size, data_precision, data_fraction, is_nullable, /* is_indexed, is_partitioned, is_distributed, */ modified ) select d.id, 0 as fields_layout_id, s.sort_id, 0 parent_sort_id, s.field_name, s.data_type, s.data_size, s.data_precision, s.data_scale, s.is_nullable, now() from stg_dict_field_detail s join dict_dataset d on s.urn = d.urn left join dict_field_detail f on d.id = f.dataset_id and s.field_name = f.field_name where db_id = {db_id} and f.field_id is null; analyze table dict_field_detail; '''.format(source_file=self.input_field_file, db_id=self.db_id) for state in load_cmd.split(";"): print state cursor.execute(state) self.conn_mysql.commit() cursor.close() def load_sample(self): load_cmd = ''' DELETE FROM stg_dict_dataset_sample WHERE db_id = {db_id}; LOAD DATA LOCAL INFILE '{source_file}' INTO TABLE stg_dict_dataset_sample FIELDS TERMINATED BY '\Z' ESCAPED BY '\0' (urn,ref_urn,data) SET db_id = {db_id}; -- update reference id in stagging table UPDATE stg_dict_dataset_sample s LEFT JOIN dict_dataset d ON s.ref_urn = d.urn SET s.ref_id = d.id WHERE s.db_id = {db_id}; -- first insert ref_id as 0 INSERT INTO dict_dataset_sample ( `dataset_id`, `urn`, `ref_id`, `data`, created ) select d.id as dataset_id, s.urn, s.ref_id, s.data, now() from stg_dict_dataset_sample s left join dict_dataset d on d.urn = s.urn where s.db_id = {db_id} on duplicate key update `data`=s.data, modified=now(); -- update reference id in final table UPDATE dict_dataset_sample d RIGHT JOIN stg_dict_dataset_sample s ON d.urn = s.urn SET d.ref_id = s.ref_id WHERE s.db_id = {db_id} AND d.ref_id = 0; '''.format(source_file=self.input_sampledata_file, db_id=self.db_id) cursor = self.conn_mysql.cursor() for state in load_cmd.split(";"): print state cursor.execute(state) self.conn_mysql.commit() cursor.close() if __name__ == "__main__": args = sys.argv[1] l = TeradataLoad() # set up connection username = args[Constant.WH_DB_USERNAME_KEY] password = args[Constant.WH_DB_PASSWORD_KEY] JDBC_DRIVER = args[Constant.WH_DB_DRIVER_KEY] JDBC_URL = args[Constant.WH_DB_URL_KEY] l.input_file = args[Constant.TD_METADATA_KEY] l.input_field_file = args[Constant.TD_FIELD_METADATA_KEY] l.input_sampledata_file = args[Constant.TD_SAMPLE_OUTPUT_KEY] l.db_id = args[Constant.DB_ID_KEY] l.wh_etl_exec_id = args[Constant.WH_EXEC_ID_KEY] l.conn_mysql = zxJDBC.connect(JDBC_URL, username, password, JDBC_DRIVER) l.load_metadata() l.load_field() l.load_sample() l.conn_mysql.close()