mirror of
https://github.com/ClickHouse/ClickHouse.git
synced 2024-11-13 11:04:10 +00:00
375 lines
13 KiB
Python
375 lines
13 KiB
Python
# -*- coding: utf-8 -*-
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import warnings
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import pymysql.cursors
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import pymongo
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from tzlocal import get_localzone
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import datetime
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import os
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class ExternalSource(object):
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def __init__(self, name, internal_hostname, internal_port,
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docker_hostname, docker_port, user, password):
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self.name = name
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self.internal_hostname = internal_hostname
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self.internal_port = int(internal_port)
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self.docker_hostname = docker_hostname
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self.docker_port = int(docker_port)
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self.user = user
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self.password = password
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def get_source_str(self, table_name):
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raise NotImplementedError("Method {} is not implemented for {}".format(
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"get_source_config_part", self.__class__.__name__))
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def prepare(self, structure, table_name, cluster):
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raise NotImplementedError("Method {} is not implemented for {}".format(
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"prepare_remote_source", self.__class__.__name__))
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# data is banch of Row
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def load_data(self, data):
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raise NotImplementedError("Method {} is not implemented for {}".format(
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"prepare_remote_source", self.__class__.__name__))
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def compatible_with_layout(self, layout):
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return True
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class SourceMySQL(ExternalSource):
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TYPE_MAPPING = {
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'UInt8': 'tinyint unsigned',
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'UInt16': 'smallint unsigned',
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'UInt32': 'int unsigned',
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'UInt64': 'bigint unsigned',
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'Int8': 'tinyint',
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'Int16': 'smallint',
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'Int32': 'int',
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'Int64': 'bigint',
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'UUID': 'varchar(36)',
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'Date': 'date',
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'DateTime': 'datetime',
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'String': 'text',
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'Float32': 'float',
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'Float64': 'double'
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}
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def create_mysql_conn(self):
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self.connection = pymysql.connect(
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user=self.user,
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password=self.password,
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host=self.internal_hostname,
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port=self.internal_port)
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def execute_mysql_query(self, query):
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with warnings.catch_warnings():
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warnings.simplefilter("ignore")
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with self.connection.cursor() as cursor:
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cursor.execute(query)
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self.connection.commit()
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def get_source_str(self, table_name):
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return '''
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<mysql>
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<replica>
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<priority>1</priority>
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<host>127.0.0.1</host>
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<port>3333</port> <!-- Wrong port, for testing basic failover to work. -->
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</replica>
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<replica>
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<priority>2</priority>
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<host>{hostname}</host>
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<port>{port}</port>
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</replica>
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<user>{user}</user>
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<password>{password}</password>
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<db>test</db>
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<table>{tbl}</table>
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</mysql>'''.format(
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hostname=self.docker_hostname,
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port=self.docker_port,
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user=self.user,
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password=self.password,
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tbl=table_name,
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)
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def prepare(self, structure, table_name, cluster):
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self.create_mysql_conn()
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self.execute_mysql_query("create database if not exists test default character set 'utf8'")
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fields_strs = []
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for field in structure.keys + structure.ordinary_fields + structure.range_fields:
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fields_strs.append(field.name + ' ' + self.TYPE_MAPPING[field.field_type])
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create_query = '''create table test.{table_name} (
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{fields_str});
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'''.format(table_name=table_name, fields_str=','.join(fields_strs))
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self.execute_mysql_query(create_query)
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self.ordered_names = structure.get_ordered_names()
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self.prepared = True
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def load_data(self, data, table_name):
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values_strs = []
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if not data:
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return
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for row in data:
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sorted_row = []
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for name in self.ordered_names:
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data = row.data[name]
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if isinstance(row.data[name], str):
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data = "'" + data + "'"
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else:
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data = str(data)
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sorted_row.append(data)
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values_strs.append('(' + ','.join(sorted_row) + ')')
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query = 'insert into test.{} ({}) values {}'.format(
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table_name,
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','.join(self.ordered_names),
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','.join(values_strs))
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self.execute_mysql_query(query)
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class SourceMongo(ExternalSource):
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def get_source_str(self, table_name):
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return '''
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<mongodb>
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<host>{host}</host>
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<port>{port}</port>
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<user>{user}</user>
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<password>{password}</password>
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<db>test</db>
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<collection>{tbl}</collection>
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</mongodb>
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'''.format(
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host=self.docker_hostname,
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port=self.docker_port,
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user=self.user,
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password=self.password,
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tbl=table_name,
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)
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def prepare(self, structure, table_name, cluster):
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connection_str = 'mongodb://{user}:{password}@{host}:{port}'.format(
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host=self.internal_hostname, port=self.internal_port,
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user=self.user, password=self.password)
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self.connection = pymongo.MongoClient(connection_str)
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self.converters = {}
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for field in structure.get_all_fields():
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if field.field_type == "Date":
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self.converters[field.name] = lambda x: datetime.datetime.strptime(x, "%Y-%m-%d")
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elif field.field_type == "DateTime":
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self.converters[field.name] = lambda x: get_localzone().localize(datetime.datetime.strptime(x, "%Y-%m-%d %H:%M:%S"))
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else:
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self.converters[field.name] = lambda x: x
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self.db = self.connection['test']
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self.db.add_user(self.user, self.password)
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self.prepared = True
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def load_data(self, data, table_name):
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tbl = self.db[table_name]
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to_insert = []
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for row in data:
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row_dict = {}
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for cell_name, cell_value in row.data.items():
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row_dict[cell_name] = self.converters[cell_name](cell_value)
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to_insert.append(row_dict)
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result = tbl.insert_many(to_insert)
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class SourceClickHouse(ExternalSource):
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def get_source_str(self, table_name):
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return '''
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<clickhouse>
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<host>{host}</host>
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<port>{port}</port>
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<user>{user}</user>
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<password>{password}</password>
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<db>test</db>
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<table>{tbl}</table>
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</clickhouse>
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'''.format(
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host=self.docker_hostname,
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port=self.docker_port,
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user=self.user,
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password=self.password,
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tbl=table_name,
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)
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def prepare(self, structure, table_name, cluster):
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self.node = cluster.instances[self.docker_hostname]
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self.node.query("CREATE DATABASE IF NOT EXISTS test")
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fields_strs = []
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for field in structure.keys + structure.ordinary_fields + structure.range_fields:
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fields_strs.append(field.name + ' ' + field.field_type)
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create_query = '''CREATE TABLE test.{table_name} (
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{fields_str}) ENGINE MergeTree ORDER BY tuple();
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'''.format(table_name=table_name, fields_str=','.join(fields_strs))
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self.node.query(create_query)
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self.ordered_names = structure.get_ordered_names()
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self.prepared = True
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def load_data(self, data, table_name):
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values_strs = []
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if not data:
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return
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for row in data:
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sorted_row = []
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for name in self.ordered_names:
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row_data = row.data[name]
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if isinstance(row_data, str):
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row_data = "'" + row_data + "'"
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else:
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row_data = str(row_data)
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sorted_row.append(row_data)
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values_strs.append('(' + ','.join(sorted_row) + ')')
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query = 'INSERT INTO test.{} ({}) values {}'.format(
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table_name,
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','.join(self.ordered_names),
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','.join(values_strs))
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self.node.query(query)
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class SourceFile(ExternalSource):
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def get_source_str(self, table_name):
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table_path = "/" + table_name + ".tsv"
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return '''
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<file>
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<path>{path}</path>
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<format>TabSeparated</format>
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</file>
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'''.format(
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path=table_path,
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)
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def prepare(self, structure, table_name, cluster):
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self.node = cluster.instances[self.docker_hostname]
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path = "/" + table_name + ".tsv"
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self.node.exec_in_container(["bash", "-c", "touch {}".format(path)])
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self.ordered_names = structure.get_ordered_names()
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self.prepared = True
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def load_data(self, data, table_name):
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if not data:
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return
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path = "/" + table_name + ".tsv"
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for row in list(data):
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sorted_row = []
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for name in self.ordered_names:
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sorted_row.append(str(row.data[name]))
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str_data = '\t'.join(sorted_row)
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self.node.exec_in_container(["bash", "-c", "echo \"{row}\" >> {fname}".format(row=str_data, fname=path)])
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def compatible_with_layout(self, layout):
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return 'cache' not in layout.name
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class _SourceExecutableBase(ExternalSource):
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def _get_cmd(self, path):
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raise NotImplementedError("Method {} is not implemented for {}".format(
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"_get_cmd", self.__class__.__name__))
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def get_source_str(self, table_name):
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table_path = "/" + table_name + ".tsv"
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return '''
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<executable>
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<command>{cmd}</command>
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<format>TabSeparated</format>
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</executable>
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'''.format(
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cmd=self._get_cmd(table_path),
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)
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def prepare(self, structure, table_name, cluster):
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self.node = cluster.instances[self.docker_hostname]
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path = "/" + table_name + ".tsv"
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self.node.exec_in_container(["bash", "-c", "touch {}".format(path)])
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self.ordered_names = structure.get_ordered_names()
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self.prepared = True
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def load_data(self, data, table_name):
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if not data:
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return
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path = "/" + table_name + ".tsv"
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for row in list(data):
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sorted_row = []
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for name in self.ordered_names:
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sorted_row.append(str(row.data[name]))
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str_data = '\t'.join(sorted_row)
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self.node.exec_in_container(["bash", "-c", "echo \"{row}\" >> {fname}".format(row=str_data, fname=path)])
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class SourceExecutableCache(_SourceExecutableBase):
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def _get_cmd(self, path):
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return "cat {}".format(path)
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def compatible_with_layout(self, layout):
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return 'cache' not in layout.name
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class SourceExecutableHashed(_SourceExecutableBase):
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def _get_cmd(self, path):
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return "cat - >/dev/null;cat {}".format(path)
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def compatible_with_layout(self, layout):
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return 'cache' in layout.name
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class SourceHTTPBase(ExternalSource):
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PORT_COUNTER = 5555
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def get_source_str(self, table_name):
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self.http_port = SourceHTTPBase.PORT_COUNTER
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url = "{schema}://{host}:{port}/".format(schema=self._get_schema(), host=self.docker_hostname, port=self.http_port)
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SourceHTTPBase.PORT_COUNTER += 1
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return '''
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<http>
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<url>{url}</url>
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<format>TabSeparated</format>
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</http>
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'''.format(url=url)
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def prepare(self, structure, table_name, cluster):
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self.node = cluster.instances[self.docker_hostname]
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path = "/" + table_name + ".tsv"
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self.node.exec_in_container(["bash", "-c", "touch {}".format(path)])
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script_dir = os.path.dirname(os.path.realpath(__file__))
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self.node.copy_file_to_container(os.path.join(script_dir, './http_server.py'), '/http_server.py')
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self.node.copy_file_to_container(os.path.join(script_dir, './fake_cert.pem'), '/fake_cert.pem')
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self.node.exec_in_container([
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"bash",
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"-c",
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"python2 /http_server.py --data-path={tbl} --schema={schema} --host={host} --port={port} --cert-path=/fake_cert.pem".format(
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tbl=path, schema=self._get_schema(), host=self.docker_hostname, port=self.http_port)
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], detach=True)
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self.ordered_names = structure.get_ordered_names()
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self.prepared = True
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def load_data(self, data, table_name):
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if not data:
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return
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path = "/" + table_name + ".tsv"
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for row in list(data):
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sorted_row = []
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for name in self.ordered_names:
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sorted_row.append(str(row.data[name]))
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str_data = '\t'.join(sorted_row)
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self.node.exec_in_container(["bash", "-c", "echo \"{row}\" >> {fname}".format(row=str_data, fname=path)])
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class SourceHTTP(SourceHTTPBase):
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def _get_schema(self):
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return "http"
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class SourceHTTPS(SourceHTTPBase):
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def _get_schema(self):
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return "https"
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