# pydbapi
## Installation
```python
pip install pydbapi
```
## 支持的数据库类型
+ sqlite
```python
from pydbapi.api import SqliteDB
db = SqliteDB(database=None) # 或者传入路径
sql = 'select * from [table];'
row, action, result = db.execute(sql)
```
+ Amazon Redshift
```python
from pydbapi.api import RedshiftDB
db = RedshiftDB(host, user, password, database, port='5439', safe_rule=True)
sql = 'select * from [schema].[table];'
row, action, result = db.execute(sql)
```
+ Mysql
```python
from pydbapi.api import MysqlDB
db = MysqlDB(host, user, password, database, port=3306, safe_rule=True, isdoris=False)
sql = 'select * from [table];'
row, action, result = db.execute(sql)
```
+ Trino
```python
from pydbapi.api import TrinoDB
db = TrinoDB(host, user, password, database, catalog, port=8443, safe_rule=True)
sql = 'select * from [table];'
row, action, result = db.execute(sql)
```
+ Snowflake(删除)
```python
from pydbapi.api import SnowflakeDB
db = SnowflakeDB(user, password, account, warehouse, database, schema, safe_rule=True)
sql = 'select * from [table];'
row, action, result = db.execute(sql)
```
+ instance模式
```python
from pydbapi.api import SqliteDB
db = SqliteDB.get_instance(database=None) # 或者传入路径
sql = 'select * from [table];'
row, action, result = db.execute(sql)
```
## Column
`from pydbapi.col import ColumnModel`
+ ColumnModel
+ 代码
`col = ColumnModel(newname, coltype='varchar', sqlexpr=None, func=None, order=0)`
+ params
* `newname`: 新命名；
* `coltype`: 类型
* `sqlexpr`: 查询sql表达式
* `func`: 查询函数，暂时支持'min', 'max', 'sum', 'count'
* `order`: 排序
+ ColumnsModel
+ 代码
`cols = ColumnsModel(ColumnModel, ColumnModel, ……)`
+ property
* `func_cols`: 返回col列表
* `nonfunc_cols`: 返回col列表
* `new_cols`: 返回拼接字符串
* `create_cols`: 返回拼接字符串
* `select_cols`: 返回拼接字符串
* `group_cols`: 返回拼接字符串
* `order_cols`: 返回拼接字符串
+ mothed
* get_column_by_name
- `cols.get_column_by_name(name)`
- 返回`ColumnModel`
## 支持的操作
+ execute[【db/base.py】](https://github.com/longfengpili/pydbapi/blob/master/pydbapi/db/base.py)
+ 代码
`db.execute(sql, count=None, ehandling=None, verbose=0)`
+ params
* `count`: 返回结果的数量;
* `ehandling`: sql执行出错的时候处理方式, default: None
* `verbose`: 执行的进度展示方式（0：不打印， 1：文字进度， 2：进度条）
+ select
+ 代码
`db.select(tablename, columns, condition=None, verbose=0)`
+ params
* `tablename`: 表名;
* `columns`： 列内容;
* `condition`: sql where 中的条件
+ create
+ sqlite/redshift
+ 代码
`db.create(tablename, columns, indexes=None, verbose=0)`
+ params
- `tablename`: 表名;
- `columns`： 列内容;
- `indexes`: 索引，sqlite暂不支持索引
- `verbose`： 是否打印执行进度。
+ mysql
+ 代码
`db.create(tablename, columns, indexes=None, index_part=128, ismultiple_index=True, partition=None, verbose=0)`
+ params
- `tablename`: 表名;
- `columns`： 列内容;
- `indexes`: 索引
- `index_part`: 索引part
- `ismultiple_index`: 多重索引
- `partition`: 分区
- `verbose`： 是否打印执行进度。
+ trino
+ 代码
`db.create(tablename, columns, partition=None, verbose=0)`
+ params
- `tablename`: 表名;
- `columns`： 列内容;
- `partition`: 分区
- `verbose`： 是否打印执行进度。
+ insert[【db/base.py】](https://github.com/longfengpili/pydbapi/blob/master/pydbapi/db/base.py)
+ 代码
`db.insert(tablename, columns, inserttype='value', values=None, chunksize=1000, fromtable=None, condition=None)`
+ params
* `tablename`: 表名;
* `columns`： 列内容;
* `inserttype`: 插入数据类型，支持value、select
* `values`: inserttype='value',插入的数值;
* `chunksize`: inserttype='value', 每个批次插入的量级;
* `fromtable`: inserttype='select',数据来源表;
* `condition`: inserttype='select',数据来源条件;
+ drop[【db/base.py】](https://github.com/longfengpili/pydbapi/blob/master/pydbapi/db/base.py)
+ 代码
`db.drop(tablename)`
+ params
* `tablename`: 表名;
+ delete[【db/base.py】](https://github.com/longfengpili/pydbapi/blob/master/pydbapi/db/base.py)
+ 代码
`db.delete(tablename, condition)`
+ params
* `tablename`: 表名;
* `condition`: 插入的数值;
+ get_columns
+ 代码
`db.get_columns(tablename)`
+ params
* `tablename`: 表名;
+ add_columns
+ 代码
`db.add_columns(tablename, columns)`
+ params
* `tablename`: 表名;
* `columns`： 列内容;
+ get_filesqls[【db/fileexec.py】](https://github.com/longfengpili/pydbapi/blob/master/pydbapi/db/fileexec.py)
+ 代码
`db.get_filesqls(filepath, **kw)`
+ params
* `filepath`: sql文件路径;
* `kw`： sql文件中需要替换的参数，会替换sqlfile中的arguments;
+ file_exec[【db/fileexec.py】](https://github.com/longfengpili/pydbapi/blob/master/pydbapi/db/fileexec.py)
+ 代码
`db.file_exec(filepath, ehandling=None, verbose=0, **kw)`
+ params
* `filepath`: sql文件路径; 文件名以<font color=red>`test`</font>开始或者结尾会打印sql执行的步骤;
* `ehandling`: sql执行出错的时候处理方式, default: None
* `verbose`: 执行的进度展示方式（0：不打印， 1：文字进度， 2：进度条）
* `kw`： sql文件中需要替换的参数 在sql文件中用`$param`, 会替换sqlfile中的arguments;
+ sql文件格式(在desc中增加<font color=red>`verbose`</font>会打印sql执行的步骤;)
```sql
#【arguments】#
ts = '2020-06-28'
date = today
date_max = date + timedelta(days=10)
#【arguments】#
###
--【desc1 [verbose]】 #sql描述
--step1
sql1;
--step2
sql2 where name = $name;
###
###
--【desc2 [verbose]】 #sql描述
--step1
sql1;
--step2
sql2;
###
```
+ arguments
* 支持python表达式（datetime、date、timedelta）
* 支持全局变量和当前sqlfile设置过的变量
* now：获取执行的时间
* today: 获取执行的日期
## 魔法命令
+ 参数
* 帮助
`%dbconfig`
* 配置
```python
%dbconfig DBTYPE = 'mysql'
%dbconfig HOST = 'localhost'
%dbconfig USER = 'longfengpili'
%dbconfig PASSWORD = '123456abc'
%dbconfig DATABASE = 'test'
%dbconfig PORT = 3306
```
* 查看
`%dbconfig DBTYPE`
+ 使用方法
1. 使用`load_ext`
`%load_ext pydbapi`
2. 配置startup文件夹
* 创建文件`mymagics.py`
* 文件中添加如下代码
```python
from pydbapi import PydbapiMagics
c = get_ipython()
# 注册魔术命令
c.register_magics(PydbapiMagics)
```
* 文件添加至目录`/user/.ipython/profile_default/startup`
## 支持的的settings[【conf/settings.py】](https://github.com/longfengpili/pydbapi/blob/master/pydbapi/conf/settings.py)
+ AUTO_RULES
可以自动执行表名（表名包含即可）
+ REDSHIFT_AUTO_RULES
Amazon Redshift 可以自动执行表名（表名包含即可）
## 调用日志格式
1. 查看每步sql可以使用如下日志格式（如果还出错，同时加上上面的内容）
```python
import logging
dblogger = logging.getLogger('pydbapi.db.base')
dblogger.setLevel(logging.DEBUG)
```
Raw data
{
"_id": null,
"home_page": "https://pypi.org/project/pydbapi/",
"name": "pydbapi",
"maintainer": null,
"docs_url": null,
"requires_python": ">=3.9",
"maintainer_email": null,
"keywords": "dbapi, sqlite3, redshift, snowflake, doris, trino",
"author": "longfengpili",
"author_email": "398745129@qq.com",
"download_url": "https://files.pythonhosted.org/packages/cc/68/3b6d8214cbbc9dc1a3b7922e790187f4ab7ceb6633f1cfad9ffc1a198868/pydbapi-0.0.121.tar.gz",
"platform": null,
"description": "# pydbapi\n\n## Installation\n```python\npip install pydbapi\n```\n\n## \u652f\u6301\u7684\u6570\u636e\u5e93\u7c7b\u578b\n+ sqlite\n```python\nfrom pydbapi.api import SqliteDB\ndb = SqliteDB(database=None) # \u6216\u8005\u4f20\u5165\u8def\u5f84\nsql = 'select * from [table];'\nrow, action, result = db.execute(sql)\n```\n+ Amazon Redshift\n```python\nfrom pydbapi.api import RedshiftDB\ndb = RedshiftDB(host, user, password, database, port='5439', safe_rule=True)\nsql = 'select * from [schema].[table];'\nrow, action, result = db.execute(sql)\n```\n+ Mysql\n```python\nfrom pydbapi.api import MysqlDB\ndb = MysqlDB(host, user, password, database, port=3306, safe_rule=True, isdoris=False)\nsql = 'select * from [table];'\nrow, action, result = db.execute(sql)\n```\n+ Trino\n```python\nfrom pydbapi.api import TrinoDB\ndb = TrinoDB(host, user, password, database, catalog, port=8443, safe_rule=True)\nsql = 'select * from [table];'\nrow, action, result = db.execute(sql)\n```\n+ Snowflake(\u5220\u9664)\n```python\nfrom pydbapi.api import SnowflakeDB\ndb = SnowflakeDB(user, password, account, warehouse, database, schema, safe_rule=True)\nsql = 'select * from [table];'\nrow, action, result = db.execute(sql)\n```\n\n+ instance\u6a21\u5f0f\n```python\nfrom pydbapi.api import SqliteDB\ndb = SqliteDB.get_instance(database=None) # \u6216\u8005\u4f20\u5165\u8def\u5f84\nsql = 'select * from [table];'\nrow, action, result = db.execute(sql)\n```\n\n## Column\n`from pydbapi.col import ColumnModel`\n+ ColumnModel\n + \u4ee3\u7801\n `col = ColumnModel(newname, coltype='varchar', sqlexpr=None, func=None, order=0)`\n + params\n * `newname`: \u65b0\u547d\u540d\uff1b\n * `coltype`: \u7c7b\u578b\n * `sqlexpr`: \u67e5\u8be2sql\u8868\u8fbe\u5f0f\n * `func`: \u67e5\u8be2\u51fd\u6570\uff0c\u6682\u65f6\u652f\u6301'min', 'max', 'sum', 'count'\n * `order`: \u6392\u5e8f\n\n+ ColumnsModel\n + \u4ee3\u7801\n `cols = ColumnsModel(ColumnModel, ColumnModel, \u2026\u2026)`\n + property\n * `func_cols`: \u8fd4\u56decol\u5217\u8868\n * `nonfunc_cols`: \u8fd4\u56decol\u5217\u8868\n * `new_cols`: \u8fd4\u56de\u62fc\u63a5\u5b57\u7b26\u4e32\n * `create_cols`: \u8fd4\u56de\u62fc\u63a5\u5b57\u7b26\u4e32\n * `select_cols`: \u8fd4\u56de\u62fc\u63a5\u5b57\u7b26\u4e32\n * `group_cols`: \u8fd4\u56de\u62fc\u63a5\u5b57\u7b26\u4e32\n * `order_cols`: \u8fd4\u56de\u62fc\u63a5\u5b57\u7b26\u4e32\n + mothed\n * get_column_by_name\n - `cols.get_column_by_name(name)`\n - \u8fd4\u56de`ColumnModel`\n## \u652f\u6301\u7684\u64cd\u4f5c\n+ execute[\u3010db/base.py\u3011](https://github.com/longfengpili/pydbapi/blob/master/pydbapi/db/base.py)\n + \u4ee3\u7801 \n `db.execute(sql, count=None, ehandling=None, verbose=0)`\n + params\n * `count`: \u8fd4\u56de\u7ed3\u679c\u7684\u6570\u91cf;\n * `ehandling`: sql\u6267\u884c\u51fa\u9519\u7684\u65f6\u5019\u5904\u7406\u65b9\u5f0f, default: None\n * `verbose`: \u6267\u884c\u7684\u8fdb\u5ea6\u5c55\u793a\u65b9\u5f0f\uff080\uff1a\u4e0d\u6253\u5370\uff0c 1\uff1a\u6587\u5b57\u8fdb\u5ea6\uff0c 2\uff1a\u8fdb\u5ea6\u6761\uff09\n+ select\n + \u4ee3\u7801 \n `db.select(tablename, columns, condition=None, verbose=0)`\n + params\n * `tablename`: \u8868\u540d;\n * `columns`\uff1a \u5217\u5185\u5bb9; \n * `condition`: sql where \u4e2d\u7684\u6761\u4ef6\n+ create\n + sqlite/redshift\n + \u4ee3\u7801 \n `db.create(tablename, columns, indexes=None, verbose=0)`\n + params\n - `tablename`: \u8868\u540d;\n - `columns`\uff1a \u5217\u5185\u5bb9;\n - `indexes`: \u7d22\u5f15\uff0csqlite\u6682\u4e0d\u652f\u6301\u7d22\u5f15\n - `verbose`\uff1a \u662f\u5426\u6253\u5370\u6267\u884c\u8fdb\u5ea6\u3002\n + mysql\n + \u4ee3\u7801 \n `db.create(tablename, columns, indexes=None, index_part=128, ismultiple_index=True, partition=None, verbose=0)`\n + params\n - `tablename`: \u8868\u540d;\n - `columns`\uff1a \u5217\u5185\u5bb9;\n - `indexes`: \u7d22\u5f15\n - `index_part`: \u7d22\u5f15part\n - `ismultiple_index`: \u591a\u91cd\u7d22\u5f15\n - `partition`: \u5206\u533a\n - `verbose`\uff1a \u662f\u5426\u6253\u5370\u6267\u884c\u8fdb\u5ea6\u3002\n + trino\n + \u4ee3\u7801 \n `db.create(tablename, columns, partition=None, verbose=0)`\n + params\n - `tablename`: \u8868\u540d;\n - `columns`\uff1a \u5217\u5185\u5bb9;\n - `partition`: \u5206\u533a\n - `verbose`\uff1a \u662f\u5426\u6253\u5370\u6267\u884c\u8fdb\u5ea6\u3002\n+ insert[\u3010db/base.py\u3011](https://github.com/longfengpili/pydbapi/blob/master/pydbapi/db/base.py)\n + \u4ee3\u7801 \n `db.insert(tablename, columns, inserttype='value', values=None, chunksize=1000, fromtable=None, condition=None)`\n + params\n * `tablename`: \u8868\u540d;\n * `columns`\uff1a \u5217\u5185\u5bb9;\n * `inserttype`: \u63d2\u5165\u6570\u636e\u7c7b\u578b\uff0c\u652f\u6301value\u3001select\n * `values`: inserttype='value',\u63d2\u5165\u7684\u6570\u503c; \n * `chunksize`: inserttype='value', \u6bcf\u4e2a\u6279\u6b21\u63d2\u5165\u7684\u91cf\u7ea7; \n * `fromtable`: inserttype='select',\u6570\u636e\u6765\u6e90\u8868;\n * `condition`: inserttype='select',\u6570\u636e\u6765\u6e90\u6761\u4ef6;\n+ drop[\u3010db/base.py\u3011](https://github.com/longfengpili/pydbapi/blob/master/pydbapi/db/base.py)\n + \u4ee3\u7801 \n `db.drop(tablename)`\n + params\n * `tablename`: \u8868\u540d;\n+ delete[\u3010db/base.py\u3011](https://github.com/longfengpili/pydbapi/blob/master/pydbapi/db/base.py)\n + \u4ee3\u7801 \n `db.delete(tablename, condition)`\n + params\n * `tablename`: \u8868\u540d;\n * `condition`: \u63d2\u5165\u7684\u6570\u503c; \n+ get_columns\n + \u4ee3\u7801 \n `db.get_columns(tablename)`\n + params\n * `tablename`: \u8868\u540d;\n+ add_columns\n + \u4ee3\u7801 \n `db.add_columns(tablename, columns)`\n + params\n * `tablename`: \u8868\u540d;\n * `columns`\uff1a \u5217\u5185\u5bb9; \n+ get_filesqls[\u3010db/fileexec.py\u3011](https://github.com/longfengpili/pydbapi/blob/master/pydbapi/db/fileexec.py)\n + \u4ee3\u7801 \n `db.get_filesqls(filepath, **kw)`\n + params\n * `filepath`: sql\u6587\u4ef6\u8def\u5f84;\n * `kw`\uff1a sql\u6587\u4ef6\u4e2d\u9700\u8981\u66ff\u6362\u7684\u53c2\u6570\uff0c\u4f1a\u66ff\u6362sqlfile\u4e2d\u7684arguments;\n+ file_exec[\u3010db/fileexec.py\u3011](https://github.com/longfengpili/pydbapi/blob/master/pydbapi/db/fileexec.py)\n + \u4ee3\u7801 \n `db.file_exec(filepath, ehandling=None, verbose=0, **kw)`\n + params\n * `filepath`: sql\u6587\u4ef6\u8def\u5f84; \u6587\u4ef6\u540d\u4ee5<font color=red>`test`</font>\u5f00\u59cb\u6216\u8005\u7ed3\u5c3e\u4f1a\u6253\u5370sql\u6267\u884c\u7684\u6b65\u9aa4;\n * `ehandling`: sql\u6267\u884c\u51fa\u9519\u7684\u65f6\u5019\u5904\u7406\u65b9\u5f0f, default: None\n * `verbose`: \u6267\u884c\u7684\u8fdb\u5ea6\u5c55\u793a\u65b9\u5f0f\uff080\uff1a\u4e0d\u6253\u5370\uff0c 1\uff1a\u6587\u5b57\u8fdb\u5ea6\uff0c 2\uff1a\u8fdb\u5ea6\u6761\uff09\n * `kw`\uff1a sql\u6587\u4ef6\u4e2d\u9700\u8981\u66ff\u6362\u7684\u53c2\u6570 \u5728sql\u6587\u4ef6\u4e2d\u7528`$param`, \u4f1a\u66ff\u6362sqlfile\u4e2d\u7684arguments;\n + sql\u6587\u4ef6\u683c\u5f0f(\u5728desc\u4e2d\u589e\u52a0<font color=red>`verbose`</font>\u4f1a\u6253\u5370sql\u6267\u884c\u7684\u6b65\u9aa4;)\n ```sql\n #\u3010arguments\u3011#\n ts = '2020-06-28'\n date = today\n date_max = date + timedelta(days=10)\n #\u3010arguments\u3011#\n ###\n --\u3010desc1 [verbose]\u3011 #sql\u63cf\u8ff0\n --step1\n sql1;\n --step2\n sql2 where name = $name;\n ###\n ###\n --\u3010desc2 [verbose]\u3011 #sql\u63cf\u8ff0\n --step1\n sql1;\n --step2\n sql2;\n ###\n ```\n + arguments\n * \u652f\u6301python\u8868\u8fbe\u5f0f\uff08datetime\u3001date\u3001timedelta\uff09\n * \u652f\u6301\u5168\u5c40\u53d8\u91cf\u548c\u5f53\u524dsqlfile\u8bbe\u7f6e\u8fc7\u7684\u53d8\u91cf\n * now\uff1a\u83b7\u53d6\u6267\u884c\u7684\u65f6\u95f4\n * today: \u83b7\u53d6\u6267\u884c\u7684\u65e5\u671f\n\n## \u9b54\u6cd5\u547d\u4ee4\n+ \u53c2\u6570\n * \u5e2e\u52a9 \n `%dbconfig`\n * \u914d\u7f6e \n ```python\n %dbconfig DBTYPE = 'mysql'\n %dbconfig HOST = 'localhost'\n %dbconfig USER = 'longfengpili'\n %dbconfig PASSWORD = '123456abc'\n %dbconfig DATABASE = 'test'\n %dbconfig PORT = 3306\n ```\n * \u67e5\u770b \n `%dbconfig DBTYPE`\n+ \u4f7f\u7528\u65b9\u6cd5\n1. \u4f7f\u7528`load_ext` \n`%load_ext pydbapi`\n2. \u914d\u7f6estartup\u6587\u4ef6\u5939\n * \u521b\u5efa\u6587\u4ef6`mymagics.py`\n * \u6587\u4ef6\u4e2d\u6dfb\u52a0\u5982\u4e0b\u4ee3\u7801\n ```python\n from pydbapi import PydbapiMagics\n \n c = get_ipython()\n # \u6ce8\u518c\u9b54\u672f\u547d\u4ee4\n c.register_magics(PydbapiMagics)\n ```\n * \u6587\u4ef6\u6dfb\u52a0\u81f3\u76ee\u5f55`/user/.ipython/profile_default/startup`\n\n## \u652f\u6301\u7684\u7684settings[\u3010conf/settings.py\u3011](https://github.com/longfengpili/pydbapi/blob/master/pydbapi/conf/settings.py)\n+ AUTO_RULES \n \u53ef\u4ee5\u81ea\u52a8\u6267\u884c\u8868\u540d\uff08\u8868\u540d\u5305\u542b\u5373\u53ef\uff09\n+ REDSHIFT_AUTO_RULES \n Amazon Redshift \u53ef\u4ee5\u81ea\u52a8\u6267\u884c\u8868\u540d\uff08\u8868\u540d\u5305\u542b\u5373\u53ef\uff09\n\n## \u8c03\u7528\u65e5\u5fd7\u683c\u5f0f\n1. \u67e5\u770b\u6bcf\u6b65sql\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u65e5\u5fd7\u683c\u5f0f\uff08\u5982\u679c\u8fd8\u51fa\u9519\uff0c\u540c\u65f6\u52a0\u4e0a\u4e0a\u9762\u7684\u5185\u5bb9\uff09\n```python\nimport logging\ndblogger = logging.getLogger('pydbapi.db.base')\ndblogger.setLevel(logging.DEBUG)\n```\n",
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