eliasliu 0.1.71

A very easy tool to deal your data

0 安装 找到终端，再终端内输入以下代码 安装 pip install elias 更新 pip install elias --upgrade

1 数据库相关 1.1 mysql 1.1.1 查询 输入：sql；hosts 输出：DataFrame（pandas DataFrame 后文简称 df） from elias import usual as u

mysql查询

df = u.mysql_select('show tables', hosts=u.all_hosts('test'))

1.1.2 写入 输入：df；tablename；hosts；update（在表内新增一个字段用于记录更新时间） 输出：None —— 实体表 （对应hosts里，会有一张叫tablename的实体表，内容是df） from elias import usual as u

mysql写入

u.mysql_write(df,'table_name',update = True, hosts=u.all_hosts('test'))

1.1.3 DDL

from elias import usual as u u.mysql_ddl(sql,hosts)

1.1.4 加索引 from elias import usual as u u.mysql_add_index(column,table,hosts)

1.1.5 加字段注释 from elias import usual as u u.mysql_column_comment(table = 'dim_month',column = 'month_name',comment = '',hosts={},column_type = None)

1.2 clickhouse

1.2.1 查询 from elias import usual as u df = u.clickhouse_select(sql,hosts)

1.2.2 写入 (测试中) from elias.Scripts import py_clickhouse as c

clickhouse 写入

c.ch_write(df,table_name = 'test_table',comment = 'test',hosts_write= u.all_hosts(name = 'ch_bi_report'),update = True)

1.2.3 DDL from elias import usual as u u.clickhouse_ddl(sql,hosts)

1.2.4 同步表（mysql --> clickhouse） 将其他mysql数据源的table，同步进clickhouse。 from elias import usual as u from elias.Scripts import vm_clickhouse as vc

vc.auto_clickhouse( origin_table_name = 'assets_ads_snd_receivable_amount_history_d_i', origin_hosts= u.all_hosts('bi_data_warehouse'), target_hosts = u.all_hosts('ch_bi_report') )

1.3 Maxcompute 1.3.1 查询

from elias import usual as u df = u.mc_select(sql,hosts)

1.3.2 DDL from elias import usual as u u.mc_ddl(sql,hosts)

2 Datax相关

2.1 自动建表 from elias.datax import auto_create_table as act from elias import usual as u

origin_table_name = 'om_t_shop' origin_hosts = u.all_hosts('om') target_table_name = 'your_table_name7' target_hosts = u.all_hosts('mc')

act.auto_create(origin_table_name,origin_hosts,target_table_name,target_hosts,updated = True) 2.2 生成json

from elias.datax import main main.run({origin_table_name,origin_hosts,target_table_name,target_hosts})

2.2 同步数据 2.2.1 方法1 import os from elias import usual as u from elias import config_env_variable as ev logger = u.logger() config_path = ev.environ_get() config = ev.elias_config()

=============================================================================

获取路径

获取当前文件的路径

current_file_path = os.path.abspath("file")

获取当前文件所在的目录

current_directory = os.path.dirname(current_file_path) logger.info(f"当前文件的目录路径：{current_directory}")

获取main.py所在的目录

main_path = os.path.join(current_directory,"main.py") logger.info("main.py的绝对路径是：{}".format(main_path))

获取DataX的路径

run_path = os.path.join(config.datax_path,r"bin\datax.py") job_path = os.path.join(config.datax_path,r"job")

=============================================================================

方法1

from elias.datax import main

data = { "sourcename":'financial_data', "sourcetable":'rpa_ali_journal_data', "targetname":'mc2', "targettable":'test_all_journal0' }

建表

file_path = main.run(data)

同步

u.run_cmd_os(rf"python {run_path} {file_path}")

2.2.2 方法2 import os from elias import usual as u from elias import config_env_variable as ev logger = u.logger() config_path = ev.environ_get() config = ev.elias_config()

=============================================================================

获取路径

# 获取当前文件的路径

current_file_path = os.path.abspath("file")

# 获取当前文件所在的目录

current_directory = os.path.dirname(current_file_path) logger.info(f"当前文件的目录路径：{current_directory}")

# 获取main.py所在的目录

main_path = os.path.join(current_directory,"main.py") logger.info("main.py的绝对路径是：{}".format(main_path))

# 获取DataX的路径

run_path = os.path.join(config.datax_path,r"bin\datax.py") job_path = os.path.join(config.datax_path,r"job")

=============================================================================

方法2

sourcename='financial_data' sourcetable='rpa_ali_journal_data' targetname='mc2' targettable='test_all_journal7'

u.run_cmd_os('chcp 65001')

建表

u.run_cmd_os(rf"python {main_path} -s {sourcename} -st {sourcetable} -t {targetname} -tt {targettable}")

同步

from elias.datax import job target_hosts = u.all_hosts(name = targetname) file_name = job.get_filename(targettable, target_hosts) u.run_cmd_os(rf"python {run_path} {job_path}{file_name}")

3 其他 3.1 导入本地文件 from elias import config_env_variable as ev oar = ev.file_import(file_path,'oar') oar.main() （导入本地任务） from elias import config_env_variable as ev import os

读取环境变量

env_value = ev.environ_get(env_variable_name = "elias_config")

指定文件路径

file_path = os.path.join(env_value,r'bi_data_warehouse\mission_assets\ch_assets_dws_order_receivable_amount_d_f.py')

导入包

oar = ev.file_import(file_path,'oar2')

调用方法

oar.main()

3.2 翻译 from elias import usual as u chinese_input = '谢谢' english_output = u.translate_chinese_to_english(chinese_input) print("英文翻译：", english_output)

3.3