How to speed up bulk insert to MS SQL Server using pyodbc
Below is my code that I’d like some help with.
I am having to run it over 1,300,000 rows meaning it takes up to 40 minutes to insert ~300,000 rows.
pyodbc
Speeding up pandas.DataFrame.to_sql with fast_executemany of pyODBC
I would like to send a large pandas.DataFrame to a remote server running MS SQL. The way I do it now is by converting a data_frame object to a list of tuples and then send it away with pyODBC’s executemany() function. It goes something like this:
Can’t open lib ‘ODBC Driver 13 for SQL Server’? Sym linking issue?
When I try to connect to a sql server database with pyodbc (on mac):
Output pyodbc cursor results as python dictionary
How do I serialize pyodbc cursor output (from .fetchone, .fetchmany or .fetchall) as a Python dictionary?
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I have trouble getting pyodbc work. I have unixodbc , unixodbc-dev, odbc-postgresql, pyodbc packages installed on my Linux Mint 14.
I am losing hope to find solution on my own, any help appreciated. See details below:
Unable to install pyodbc on Linux
I am running Linux (2.6.18-164.15.1.el5.centos.plus) and trying to install pyodbc. I am doing pip install pyodbc and get a very long list of errors, which end in
Writing a csv file into SQL Server database using python
I am trying to write a csv file into a table in SQL Server database using python. I am facing errors when I pass the parameters , but I don’t face any error when I do it manually. Here is the code I am executing.
Get data from pandas into a SQL server with PYODBC
I am trying to understand how python could pull data from an FTP server into pandas then move this into SQL server. My code here is very rudimentary to say the least and I am looking for any advice or help at all. I have tried to load the data from the FTP server first which works fine…. If I then remove this code and change it to a select from ms sql server it is fine so the connection string works, but the insertion into the SQL server seems to be causing problems.
MSSQL2008 – Pyodbc – Previous SQL was not a query
I can’t figure out what’s wrong with the following code,
The syntax IS ok (checked with SQL Management Studio), i have access as i should so that works too.. but for some reason as soon as i try to create a table via PyODBC then it stops working.