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pandasoracle 2.1.4
This package includes methods for:
Running a specified query, passed in as a string, on an Oracle database and returning the result to a Pandas data frame.
Executing a command with no return data.
Inserting the contents of a Pandas data frame into an Oracle database table.
Installation
pip install pandas_oracle
Overview
Sample usage:
import pandas_oracle.tools as pt
query1 = "select id, name from students where name like '%Oscar%'"
query2 = "select class, avg(age) from students group by class"
## opening conn
conn = pt.open_connection("config.yml")
## passing the conn object to the query_to_df
df1 = pt.query_to_df(query, conn, 10000)
## passing the conn object to the query_to_df , without to open again
df2 = pt.query_to_df(query2, conn, 10)
## close connection
pt.close_connection(conn)
Returns:
ID NAME
0 3298272 Meyer,Oscar
1 2304928 Wilde,Oscar
2 7654321 Grouch,Oscar
. ... ...
128 2234879 De La Hoya,Oscar
129 9872322 Peterson,Oscar
130 9082394 Sanchez,Oscar
[131 rows x 2 columns]
Sample config file:
database:
username: "OGROUCH"
password: "SECR3TPASSWORD"
sysdba: "n"
host: >
(DESCRIPTION =
(ADDRESS = (PROTOCOL = TCP)
(HOST = servername.myschool.edu)
(PORT = 1521)
)
(CONNECT_DATA = (SERVER = DEDICATED)
(SID = dbname)
)
)
If you don’t wish to store your password in the configuration file, you can
omit that line. If a password isn’t present in the configuration file, you
will be prompted for it at runtime.
You can choose whether or not to connect with the SYSDBA role. If the yaml
file doesn’t include the “sysdba” property, it will connect like a normal
user.
As of version 2.1.0, the _cc methods have been added (query_to_df_cc,
execute_cc, and insert_multiple_cc). These methods get passed a config file
rather than a connection object and take care of opening and closing the
connection for you.
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