#!/bin/env python # -*- coding: utf-8 -*- # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you 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. See the License for the # specific language governing permissions and limitations # under the License. """ palo broker load info """ class LoadDataInfo(object): """ load data description Attributes: file_path_list: 可以为string表示只有一个导入文件,或一个list表示多个导入文件 column_name_list: 列名组成的list column_terminator: 数据文件列分隔符 is_negative: 是否为数据恢复 format_as: str,导入文件的格式,如csv,parquet columns_from_path: list,从路径中解析列的数据,如['k1', 'k2', 'city'] where_clause: string, k1 > k2 """ def __init__(self, file_path_list, table_name, partition_list=None, temp_partition_list=None, column_name_list=None, column_terminator=None, set_list=None, format_as=None, is_negative=False, columns_from_path=None, where_clause=None, merge_type=None, delete_on_predicates=None, order_by_list=None): if isinstance(file_path_list, list): self.file_path_list = file_path_list elif isinstance(file_path_list, str): self.file_path_list = [file_path_list] else: raise Exception("File path list should be list or string", file_path_list=file_path_list) self.table_name = table_name self.partition_list = partition_list self.temp_partition_list = temp_partition_list self.column_name_list = column_name_list self.column_terminator = column_terminator self.is_negative = is_negative self.set_list = set_list self.format_as = format_as self.columns_from_path = columns_from_path self.where_clause = where_clause self.merge_type = merge_type self.delete_on_predicates = delete_on_predicates self.order_by_list = order_by_list def __str__(self): if self.merge_type is None: self.merge_type = '' sql = '%s DATA INFILE("%s")' % (self.merge_type, '", "'.join(self.file_path_list)) if self.is_negative: sql = '%s NEGATIVE' % sql sql = '%s INTO TABLE `%s`' % (sql, self.table_name) if self.partition_list is not None: sql = '%s PARTITION (%s)' % (sql, ', '.join(self.partition_list)) if self.temp_partition_list is not None: sql = '%s TEMPORARY PARTITION (%s)' % (sql, ', '.join(self.temp_partition_list)) if self.column_terminator is not None: sql = '%s COLUMNS TERMINATED BY "%s"' % (sql, self.column_terminator) if self.format_as is not None: sql = '%s FORMAT AS "%s"' % (sql, self.format_as) if self.column_name_list is not None: sql = '%s (`%s`)' % (sql, '`, `'.join(self.column_name_list)) if self.columns_from_path is not None: sql = '%s COLUMNS FROM PATH AS (%s)' % (sql, ','.join(self.columns_from_path)) if self.set_list is not None: sql = '%s SET(%s)' % (sql, ', '.join(self.set_list)) if self.where_clause is not None: sql = '%s WHERE %s' % (sql, self.where_clause) if self.delete_on_predicates is not None: sql = '%s DELETE ON %s' % (sql, self.delete_on_predicates) if self.order_by_list is not None: sql = '%s ORDER BY %s' % (sql, ','.join(self.order_by_list)) return sql def set(self, k, v): """设置属性""" if hasattr(self, k): setattr(self, k, v) else: raise Exception('data descriptor set error: %s' % k)