1
我試圖使用dataframe.to_SQL將pandas數據框CAPE
插入到SQL Server
數據庫中。我已經提到以下解決方案來插入行。 PyOdbc fails to connect to a sql server instance嘗試使用to_sql函數插入時,數據庫引擎無法連接到sql-server實例
但是我收到如下所示的錯誤。
的源代碼:
CAPE # Input dataframe
connection = pdc.connect('Driver={SQL Server};''Server=GIRSQL.GIRCAPITAL.com;''Database=Tableau;''uid=SQL_User;pwd=Greentableau!')
connection_string = urllib.parse.quote_plus(connection)
connection_string = "mssql+pyodbc:///?odbc_connect=%s" % connection_string
engine = sq.create_engine(connection_string)
CAPE.to_sql(engine, name='[Tableau].[dbo].[Company_Table]',if_exists='replace')
這是我收到的錯誤:
Traceback (most recent call last):
File "<input>", line 1, in <module>
File "C:\Users\Abhay\Python36-32\lib\urllib\parse.py", line 803, in quote_plus
string = quote(string, safe + space, encoding, errors)
File "C:\Users\Abhay\Python36-32\lib\urllib\parse.py", line 787, in quote
return quote_from_bytes(string, safe)
File "C:\Users\Abhay\Python36-32\lib\urllib\parse.py", line 812, in quote_from_bytes
raise TypeError("quote_from_bytes() expected bytes")
TypeError: quote_from_bytes() expected bytes
connection = pdc.connect('Driver={SQL Server};''Server=GIRSQL.GIRCAPITAL.com;''Database=Tableau;''uid=SQL_User;pwd=Greentableau!')
connection_string = ur.quote(connection)
Traceback (most recent call last):
File "<input>", line 1, in <module>
File "C:\Users\Abhay\Python36-32\lib\urllib\parse.py", line 787, in quote
return quote_from_bytes(string, safe)
File "C:\Users\Abhay\Python36-32\lib\urllib\parse.py", line 812, in
quote_from_bytes
raise TypeError("quote_from_bytes() expected bytes")
TypeError: quote_from_bytes() expected bytes
樣品數據幀值:
Date Company Value Category BICS_LEVEL_1_SECTOR_NAME BICS_LEVEL_2_INDUSTRY_GROUP_NAME BICS_LEVEL_3_INDUSTRY_NAME BICS_LEVEL_4_SUB_INDUSTRY_NAME BICS_LEVEL_5_SEGMENT_NAME BICS_REVENUE_LEVEL_ASSIGNED BS_TOT_VAL_OF_SHARES_REPURCHASED COUNTRY COUNTRY_OF_LARGEST_REVENUE EQY_SH_OUT GICS_INDUSTRY_GROUP_NAME GICS_INDUSTRY_NAME GICS_SECTOR_NAME GICS_SUB_INDUSTRY_NAME ICB_SECTOR_NAME INDUSTRY_GROUP INDUSTRY_SECTOR INDUSTRY_SECTOR_NUM INDUSTRY_SUBGROUP MARKET_SECTOR_DES Real_Earnings Real_Price CAPE_10 Percentile_10_CAPE
0 1975-04-30 3M Co 0 EPS Materials Chemicals Specialty Chemicals Adhesives & Sealants NaN 10399 3635.82 US United States 596.767 Capital Goods Industrial Conglomerates Industrials Industrial Conglomerates General Industrials Miscellaneous Manufactur Industrial 10011 Diversified Manufact Op Equity 0 0 NaN NaN
1 1975-04-30 3M Co 0 Stock Price Materials Chemicals Specialty Chemicals Adhesives & Sealants NaN 10399 3635.82 US United States 596.767 Capital Goods Industrial Conglomerates Industrials Industrial Conglomerates General Industrials Miscellaneous Manufactur Industrial 10011 Diversified Manufact Op Equity 0 0 NaN NaN
2 1975-04-30 3M Co 0 Cash Flow Materials Chemicals Specialty Chemicals Adhesives & Sealants NaN 10399 3635.82 US United States 596.767 Capital Goods Industrial Conglomerates Industrials Industrial Conglomerates General Industrials Miscellaneous Manufactur Industrial 10011 Diversified Manufact Op Equity 0 0 NaN NaN
我在 'urllib.parse.quote_plus()' 行收到錯誤,呼籲to_sql之前。有沒有更好的方法來將數據幀插入Sql-server Db –
我已將我的代碼更改爲以下 'params = urllib.parse.quote_plus(「DRIVER = {SQL Server}; SERVER = GIRSQL.GIRCAPITAL.com; DATABASE = Tableau; UID = SQL_User; PWD = Greentableau!「) engine = sqlalchemy.create_engine(」mssql + pyodbc:///?odbc_connect =%s「%params) engine.connect() df.to_sql(name =' [Tableau]。[dbo]。[Test table]',con = engine,index = False,if_exists ='append')' 現在工作正常 –