SnowPipe on Azure :Creating micro-batch data ingestion pipeline from azure blob storage to Snowflake

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SnowPipe on Azure :Creating micro-batch data ingestion pipeline from azure blob storage to Snowflake

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Күн бұрын

#Snowflake #Azure #SnowPipe
This video demonstrates Creating continuous data integration pipeline from azure blob storage to Snowflake. As part of the step-by-step demo, configuration of all azure's snowpipe related services such as Storage account, blob, container, queue, event grids enterprise applications, active directory etc are discussed in detail. Snowflake's stage, integration and snow-pipe commands are explained with all required details.
GitHub Repo of code related to this video - github.com/san...
SnowPipe on AWS - • Snowpipe : Snowflake's...
Snowflake's documentation of SnowPipe on Azure -docs.snowflake...
00:00 Introduction & Whats covered in this video
00:50 Introduction to SnowPipe on Azure
01:40 Architecture of components to this demo
03:20 Source files used in this demo
04:25 Azure setup
08:55 Creating Azure SnowPipe integration
10:35 Creating azure event notification
14:00 Create SnowPipe stage in Azure
15:00 Creating SnowPipe
21:20 SnowPipe additional considerations
22:15 Social media links and conclusion
WhatsApp Group - bit.ly/snowfla...
Follow me on Twitter - / kattimani
Connect with me on LinkedIn - / sanjaykattimani

Пікірлер: 59

@thomsondcruz 2 жыл бұрын

Great video. Typically in projects we use a Azure SF Storage Integration instead of using a SAS key while creating a Stage.

@raghavsengar Жыл бұрын

yup, if Integration is there , then better use it rather than SAS keys which is temp

@iamincognito5765 2 жыл бұрын

@Sanjay Kattimani Bro Awesome explanation... 👌 Using this explanation I have created project on my resume using my current ETL project business with additional transformation mapping rules... I can now start marketing my resume for snowflake positions... Thank you so much...

@mohindersingh0711 2 ай бұрын

Thank you so much Sanjay for this awesome video

@creativecornerbysumasree824 2 жыл бұрын

Thank You Very Much Sanjay for the excellent session.

@pink_bear7773 Жыл бұрын

Hey Sanjay, really great video, well explained. Thank you.

@kansal0208 2 жыл бұрын

Thanks for the Video sanjay, this was very helpful. Can you please share the example, with multiple files if got loaded in BLOB Storage, how the snowpipe will behave then?

@rapthaduchandra1113 2 жыл бұрын

Clear explanation.

@muneendrababu1698 3 жыл бұрын

Great Video

@pallavisp6903 3 жыл бұрын

Thanks Sanjay for your explanation. Could you please explain how to automate the entire process.

@SanjayKattimani-tech 3 жыл бұрын

You need to script out most of these tasks instead of using user interface. You can parameterize the scripts and automate most of these using python or other sctiping.

@pallavisp6903 3 жыл бұрын

@@SanjayKattimani-tech TYSM .. could you also explain how to create audits like rec count check , tine of load , error capture n notification and other kind of audits . If you have any video already pls send the link. Thank you

@pallavisp6903 3 жыл бұрын

Hello Sanjay - Could you Please explain the standard steps to build an ETL in snowflake from file extraction to load into DWH , where to use views , streams va merge. It would be really great !!

@jignesh1001 8 ай бұрын

Nice 👍 video !!

@MrKalanidhi 3 жыл бұрын

Very good Video

@user-iu1sv4jr7z 3 жыл бұрын

Excellent!! thanks

@akshaychakre2845 9 ай бұрын

Hi Sanjay, Nice demonstration. I am facing issue, files are getting load when I am manually refreshing pipe. Seems auto ingest not working. Please suggest

@ericstockburger 3 жыл бұрын

Sanjay, Thanks for posting this excellent overview. You mentioned that it took about a minute to load the file from Azure storage. These are very small files so I was wondering if the latency is in the queue/event time, transfer, or load? Do you have any knowledge of using SnowPipe at scale? Thanks!

@SanjayKattimani-tech 3 жыл бұрын

That 1 minute is usually on Azure side to detect the new file, notify the stage and everything in between. Once the stage receives notification snowpipe usually take very little time (usually under a second for small files). That one minute is from the moment you uploaded your file to data showing up in snowflake table. But this time can vary a little based on vpn config and various other reasons. It has no issues with scale. Even if you upload thousands of files every minute, it will handle it without issues.

@saumyakapoor6772 10 ай бұрын

Thank you for the video. If I have an on prem oracle database as the source and the frequency with which the data changes is quite high (insert, update and delete) and the current requirement from the client is near real time data insights. so do you recommend using snowpipe to ingest data from azure(adls in this case) into snowflake tables. but what should be the load mechanism or tool or technology used for data ingestion into azure from the source database? Thanks in advance :)

@jignesh1001 8 ай бұрын

Hi Sanjay - why storage integration is not done ? is it already done before ?

@mrjedrek1112 3 жыл бұрын

Great video, I have an additional question though. I want to store multiple in a container. File_1 should be copied into table_1 in snowflake File_2 should be copied into table_2 in snowflake etc. Please could you advise how I should approach this?

@SanjayKattimani-tech 3 жыл бұрын

In your pipe definition, use pattern or the file name along with stage name. You can also run a copy command on stage if this is a one off table/data in your external stage

@vivekpandey728 3 жыл бұрын

@@SanjayKattimani-tech can you please elaborate or give syntax that would really help, thanks in advance

@umeshpatel9792 3 жыл бұрын

@@vivekpandey728 something like this - CREATE OR REPLACE pipe azure_data_pipe auto_ingest=TRUE AS COPY INTO table1 from @azure_stage) pattern='.File_1*.csv'; and another pipe for another type of file. You can use sub directory as well.

@nikhilbharti9106 3 жыл бұрын

Hi Sanjay, I am following your video and tried to create event subscription as mentioned in video but i am getting error "The subscription is not registered to use namespace Microsoft.EventGrid". Could you please help me why i am getting this error?

@SanjayKattimani-tech 3 жыл бұрын

Please check with your azure administrator if it is not your personal account , you may need elevated access on event grid usage.

@afttableau6399 3 жыл бұрын

This is due to unregistered Evengrid subscription. Follow the instructions in the following link to resolve the issue: docs.microsoft.com/en-us/azure/azure-resource-manager/templates/error-register-resource-provider

@RaghavMRR 3 жыл бұрын

Great video Sanjay .. how can i load data from sap ecc tables into snowflake by staging it in azure adls? All cdc on source tables can be captured as files in adls and use snowpipe to write those in sequence into target snowflake table ?

@SanjayKattimani-tech 3 жыл бұрын

You could use ADF to connect to SAP (docs.microsoft.com/en-us/azure/data-factory/connector-sap-table) and load it in to ADLSG2, you can then use snowflake streams & merge the data into your final tables.

@andreww2528 2 жыл бұрын

Hi, thanks for the video. A question for you...In the case of Azure Service Bus Queue, when messages get received what is the best way to get them into Snowflake? Triggering too many messages will create locking. What is the best path?

@kingofwebguru 2 жыл бұрын

Great video! No data is loaded into the same 'BANK_TRANSACTIONS' table if the same file is uploaded again after the first time, even if it is deleted and uploaded again. Any idea?

@maheshkumar-ls4fu 3 жыл бұрын

I am getting this error message, if I gave the permission also. If possible can you please help me on this issue. "Pipe Notifications bind failure "Could not access queue:snowflakesnowpipes.queue.core.windows.net/snow-data-queue; Message: This request is not authorized to perform this operation using this permission. (Status Code:403; Error Code:AuthorizationPermissionMismatch)" erroe

@maheshkumar-ls4fu 3 жыл бұрын

When I executed the last copy statement. I got this error message.

@deepthikotipalli Жыл бұрын

hi, how can we know the name of the snowpipe while loading

@vishal-xf6ev 3 жыл бұрын

Hi Sanjayji, could you please help me on how to call snowflake procedure in ADF and how pass input parameter dynamically?? Thanks in Advance .

@rangagullapalli1210 3 жыл бұрын

Sanjay Thanks for wonderful video on snow pipe set up from Azure and automation. Is there any issue to use storage integration in stage instead of generating token? I am unable to automate using storage integration method, although with refresh data is loaded but auto ingest is not happening.

@rajatmishra6628 3 жыл бұрын

sir did you find the solution,because i am also facing same issue!?

@MarQKis 4 ай бұрын

What if there's a requirement to archive files after they've been processed.

@user-np5fw6hz4o 2 ай бұрын

You got your answer for this?

@ramgopalan7649 3 жыл бұрын

Thanks for the video, very nice explanation. If we have to extend this ingestion pipeline for data quality checks say using Data Profiler (as there were 2 records in the example provided) and loop back the records in to the pipeline after correction, how would you suggest I proceed?

@marvinadam6998 3 жыл бұрын

instablaster

@rpunja123 3 жыл бұрын

Sanjay, Can Snowpipe load from S3 to Snowflake in Azure without any intermediate storage in Azure blob?

@SanjayKattimani-tech 3 жыл бұрын

Thats interesting, i hardly see use cases of crossing the cloud providers. but it could be possible, check with snowflake reps if they need to change some settings to allow cross cloud connection. You could also use a kafka connector to push the data.

@AnilKumar-bh2sc 2 жыл бұрын

Getting an error while creating notification integration in snowflake SQL execution internal error: Processing aborted due to error 370001:1831050371; incident 3767626.

@ishanisoni4508 2 жыл бұрын

What happenes to files present in stage after data loading? Also if we refresh pipe after data loading will it reload the data?

@wouldyoudomeakindnes Жыл бұрын

snowflake will not reload the same files, you may also set on the copy statement the option to purge the file after the succesful data load

@1989theswiftieEra 3 жыл бұрын

Sanjay, can you please do a video on loading data from Azure synapse to Snowflake

@SanjayKattimani-tech 3 жыл бұрын

Hmm, i wonder about this use case.. Are you or your client moving out of Azure synapse and moving to Snowflake?

@1989theswiftieEra 3 жыл бұрын

@@SanjayKattimani-tech yes we are moving to snowflake

@trumper9298 2 жыл бұрын

In my company your vedios integrated for self course

@amitchaurasia1829 2 жыл бұрын

WhatsApp group is full can you give us some other link where we can join

@theautomationchannel6920 3 жыл бұрын

*Why did you close Rishab Teaches Tech ?*

@SanjayKattimani-tech 3 жыл бұрын

It’s temporarily disabled by KZfaq because they suspected it was being operated by underage kid. Expected to be back in 2 days. I am glad he earned some ardent followers 😇

@theautomationchannel6920 3 жыл бұрын

@@SanjayKattimani-tech I was promoting the channel... but i got several feedbacks that it is closed ... then recognized that is really closed..

@SanjayKattimani-tech 3 жыл бұрын

@@theautomationchannel6920 thanks for promoting, it will be back in 2-3 days. 🤞

@SanjayKattimani-tech 3 жыл бұрын

Its back to life :-) Thanks.

@SanjayKattimani-tech 3 жыл бұрын

@@theautomationchannel6920 Here is the whole story - www.linkedin.com/pulse/learning-journey-12-year-old-international-python-event-kattimani/