From 504596f8385fed64c73998d25f4c9a2830c770fa Mon Sep 17 00:00:00 2001 From: Steve Nyemba Date: Thu, 31 Dec 2020 11:12:34 -0600 Subject: [PATCH] new: added sql handler for Redshift,PostgreSQL, MySQL/Mariadb --- setup.py | 4 +- transport/sql.py | 145 +++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 147 insertions(+), 2 deletions(-) create mode 100644 transport/sql.py diff --git a/setup.py b/setup.py index 6bb0540..2bbc294 100644 --- a/setup.py +++ b/setup.py @@ -8,12 +8,12 @@ def read(fname): return open(os.path.join(os.path.dirname(__file__), fname)).read() args = { "name":"data-transport", - "version":"1.3.2", + "version":"1.3.4", "author":"The Phi Technology LLC","author_email":"info@the-phi.com", "license":"MIT", "packages":["transport"]} args["keywords"]=['mongodb','couchdb','rabbitmq','file','read','write','s3','sqlite'] -args["install_requires"] = ['pymongo','numpy','cloudant','pika','boto','flask-session','smart_open','botocore'] +args["install_requires"] = ['pymongo','numpy','cloudant','pika','boto','flask-session','smart_open','botocore','psycopg2-binary','mysql-connector-python'] args["url"] = "https://dev.the-phi.com/git/steve/data-transport.git" if sys.version_info[0] == 2 : diff --git a/transport/sql.py b/transport/sql.py new file mode 100644 index 0000000..078f457 --- /dev/null +++ b/transport/sql.py @@ -0,0 +1,145 @@ +""" +This file is intended to perform read/writes against an SQL database such as PostgreSQL, Redshift, Mysql, MsSQL ... + +LICENSE (MIT) +Copyright 2016-2020, The Phi Technology LLC + +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: +The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +""" +import psycopg2 as pg +import mysql.connector as my +import sys +if sys.version_info[0] > 2 : + from transport.common import Reader, Writer #, factory +else: + from common import Reader,Writer +import json +# from threading import Lock + +import pandas as pd + +class SQLRW : + PROVIDERS = {"postgresql":"5432","redshift":"5432","mysql":"3306","mariadb":"3306"} + DRIVERS = {"postgresql":pg,"redshift":pg,"mysql":my,"mariadb":my} + def __init__(self,**_args): + + + _info = {} + _info['dbname'] = _args['db'] + self.table = _args['table'] + self.fields = _args['fields'] if 'fields' in _args else [] + + if 'host' in _args : + _info['host'] = 'localhost' if 'host' not in _args else _args['host'] + _info['port'] = SQLWriter.PROVIDERS[_args['provider']] if 'port' not in _args else _args['port'] + + if 'username' in _args or 'user' in _args: + key = 'username' if 'username' in _args else 'user' + _info['user'] = _args[key] + _info['password'] = _args['password'] + # + # We need to load the drivers here to see what we are dealing with ... + _handler = SQLWriter.DRIVERS[_args['provider']] + self.conn = _handler.connect(**_info) + def apply(self,_sql): + """ + This function applies a command and/or a query against the current relational data-store + :param _sql insert/select statement + @TODO: Store procedure calls + """ + cursor = self.conn.cursor() + try: + if "insert" in _sql .lower() or "update" in _sql.lower() : + # Executing a command i.e no expected return values ... + cursor.execute(_sql) + else: + cursor.close() + return pd.read_sql(_sql,self.conn) + + finally: + cursor.close() + def close(self): + try: + self.connect.close() + except Exception as error : + print (error) + pass +class SQLReader(SQLRW,Reader) : + def __init__(self,**_args): + super().__init__(**_args) + def read(self,**_args): + if 'sql' in _args : + _sql = (_args['sql']) + else: + _sql = "SELECT :fields FROM "+self.table + if 'filter' in _args : + _sql = _sql +" WHERE "+_args['filter'] + _fields = '*' if not self.fields else ",".join(self.fields) + _sql = _sql.replace(":fields",_fields) + if 'limit' in _args : + _sql = _sql + " LIMIT "+str(_args['limit']) + return self.apply(_sql) + +class SQLWriter(SQLRW,Writer): + def __init__(self,**_args) : + super().__init__(**_args) + def init(self,fields): + if not fields : + try: + self.fields = pd.read_sql("SELECT * FROM :table LIMIT 1".replace(":table",self.table),self.conn).columns.tolist() + finally: + pass + else: + self.fields = fields; + + def make(self,fields): + self.fields = fields + sql = " ".join(["CREATE TABLE",self.table," (", ",".join(fields),")"]) + cursor = self.conn.cursor() + try: + cursor.execute(sql) + except Exception as e : + pass + finally: + cursor.close() + def write(self,info): + """ + :param info writes a list of data to a given set of fields + """ + if not self.fields : + _fields = info.keys() if type(info) == dict else info[0].keys() + _fields = list (_fields) + self.init(_fields) + + if type(info) != list : + info = [info] + cursor = self.conn.cursor() + try: + + _fields = ",".join(self.fields) + _sql = "INSERT INTO :table (:fields) values (:values)".replace(":table",self.table).replace(":fields",_fields) + _sql = _sql.replace(":values",",".join(["%("+name+")s" for name in self.fields])) + + # for row in info : + # values = ["'".join(["",value,""]) if not str(value).isnumeric() else value for value in row.values()] + cursor.executemany(_sql,info) + self.conn.commit() + except Exception as e: + print (e) + finally: + cursor.close() + pass + def close(self): + try: + self.conn.close() + finally: + pass + +_args = {"db":"sample","table":"foo","provider":"postgresql"} +# # w = SQLWriter(**_args) +# # w.write({"name":"kalara.io","email":"ceo@kalara.io","age":10}) +r = SQLReader(**_args) +print (r.read(filter='age > 0',limit = 20)) \ No newline at end of file