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Automatic CSV Schema Detection In Snowflake | CSV Infer-Schema Complete Guide 

Data Engineering Simplified
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27 окт 2024

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Комментарии : 21   
@asifzbaig
@asifzbaig 2 месяца назад
How to correctly parse values with leading zeroes in CSV as String? Snowflake is converting them as Number and stripping the leading zeroes
@DharmikPatel04
@DharmikPatel04 Год назад
Thank you for this informative video. It shows me how to improve my CSV management skills. Are you planning to make a playlist for Snowflake Native Application development? 🤯 How can we contact you?
@DataEngineering
@DataEngineering Год назад
Thanks for your note.... the native application development is released recently.. and I need to educate the real use case and implementation and will make a plan. you can reach out to me over instagram (instagram.com/learn_dataengineering/)
@lakshmi_v
@lakshmi_v Год назад
Glad I found your channel. Thanks much for your time helping many with hands-on explanation. I'd like to know the future of snowflake career,Is it a good option in future too? To my knowledge, it is not much in market as of now in India (sorry if I'm wrong)
@DataEngineering
@DataEngineering Год назад
Welcome aboard! Snowflake is slowly picking and soon every company will use this platform.
@lakshmi_v
@lakshmi_v Год назад
@@DataEngineering thanks for the quick reply
@mkaravindh7287
@mkaravindh7287 Год назад
with this technique shall i able to parse a json dynamically ? in snowflake
@rachanaendluru9138
@rachanaendluru9138 8 месяцев назад
I tried using parse_header = TRUE, but it was failing with the following issue. Error: Error with CSV header: empty string in the header is not allowed File '2023_Tx_raw_counts.csv' Row 0 starts at line 0, column Note :- The file contains a header row with 3000 columns, including "","EMP_ID", "EMP_NAME", "EMP_NUMBER", "EMP_CITY",.......................................... ---> So the error indicates that there is an issue with the header in the file. column1 is an empty string [""] in the header, which causes the error. Can you try to resolve this issue? If necessary, we can ignore column 1 because it is just an index column.
@danw1224
@danw1224 6 месяцев назад
how do you add a default collation to string columns?
@avneet1411
@avneet1411 Год назад
This is a great video. Thank you. Another limitation is name of the file in stage location . If the name of the file is numeric example: 1234_ABC.csv then it throws error. Can you please confirm.thanks
@DataEngineering
@DataEngineering Год назад
strange... never got any error.. but will try if that works or does not work... but I personally have processed lot of json files that has data-timestamp as file name.. and it worked well without any issue.. can you tell me what kind of issue you are getting...
@brag507
@brag507 Год назад
Nicely explained . However , could not find the Snowpark Python automation Code . where is this located ?
@DataEngineering
@DataEngineering Год назад
Here you go.. www.udemy.com/course/automatic-data-ingestion-using-snowflake-snowpark-python-api/?couponCode=DES100 (valid only until 1st week of Sep-2023)
@abdullahsiddique7787
@abdullahsiddique7787 Год назад
For different date format and time format may be you can try configuring that within the file format like how we do it for copy statement and then check if it supports for infer schema, my guess is it would then infer it properly
@DataEngineering
@DataEngineering Год назад
Thanks for your note, if you have tried that.. pls share your result.. as per the snowflake documentation (Aug-2023), custom date formats are not supported, that means schema infer will treat them as text instead of data and timestamp.
@abdullahsiddique7787
@abdullahsiddique7787 Год назад
@@DataEngineering thanks yes I just tried ur right it doesn’t support as of now . Great video by the way
@sreenuksr
@sreenuksr Год назад
I am following your videos tutorial really good. Do you have any of your tutorial in Udemy . If yes, pls suggest here. Thx
@DataEngineering
@DataEngineering Год назад
www.udemy.com/course/automatic-data-ingestion-using-snowflake-snowpark-python-api/?couponCode=DES100 (valid only until 1st week of Sep-2023)
@sreekanth1404
@sreekanth1404 Год назад
Hello.. I dinot find the PYTHON automation code but it is just a snippet not the total code.
@DataEngineering
@DataEngineering Год назад
here is the link (the code is published and www.udemy.com/course/automatic-data-ingestion-using-snowflake-snowpark-python-api/?couponCode=DES100 (valid only until 1st week of Sep-2023)
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