YouTube Data Analysis | END TO END DATA ENGINEERING PROJECT

[@kpyoutuber4671]

Thank you to Darshil Parmar!. Please note that you deployed the lambda function at 39:00 minutes of the video. It is not mentioned specifically in your explanation. If not deployed it will only run the default code which will anyway run successfully with hello-world print.

[@DarshilParmar]

Yes, I have made mistake while editing the video, lot of people faced this error

[@haziq7885]

thanks for the solution! i was stuck here for a long time 😅 Darshil Parmar thanks so much for the video! hopefully this solution can be pinned for others to refer to :)

[@fahadbakshi5449]

@@DarshilParmar can you plz provide me a solution of error at 39:00 . i am getting error as "{ "statusCode": 200, "body": "\"Hello from Lambda!\"" }"

[@DarshilParmar]

@@fahadbakshi5449 It's not an error, You need to click on Deploy button

[@theniyota]

This post needs to be pinned. I wasted todays trying to figure out how to make the lambda function work until I decided to go through the comments.

[@DarshilParmar]

It takes a lot of effort and energy to execute the entire project and record it! I hope you find this useful and make sure you Like this video :)

[@aritra1414]

What according to you will be the best resource to understand lambda in depth? I need help on that. I am working on bigdata project, but this was not my domain, learning new things and I need to learn faster. Any leads will be helpful for me. Thanks in advance. Also, please keep producing such awesome contents. Thanks a lot!!

[@DarshilParmar]

@@aritra1414 check out AWS reinvent videos on KZbin on lambda and read white paper on lambda to understand more

[@vivekpuurkayastha1580]

Hi Darsheel .. great video as always and yes i did click on like 😀 ... Can you please make a video on how to create a project in Dev environment and then switch to production environment in AWS ..... Basically how to manage the code Lifecycle in AWS from Dev to Production.... or may be you can point to a resource ... Thanks

[@shashibhushansingh1628]

By following these steps is im able to build this project in azure

[@tanmayshinde7853]

I respect your efforts but to be honest I didn't understand anything. please me it in simpler way or breakdown it into smaller chunk if you can

[@shrirajpawar7817]

For people watching this tutorial now, AWS DataWrangler has been changed to AWS SDK for Pandas. Name has been changed but core functionality remains same

[@vishnuvardhan9082]

thank you so much man, was going nuts on this! how did you know about this?

[@TheAINoobxoxo]

thanks man much appreciated

[@nikitha_sirka]

@@vishnuvardhan9082 hii, When I changed the layer to AWS SDKPandas and modified the code I found the same error Error : { "errorMessage": "Unable to import module 'lambda_function': No module named 'AWSSDKPandas'", "errorType": "Runtime.ImportModuleError", "stackTrace": [] }

[@TanmayMeda]

Thank you very much

[@iamayuv]

thanks bhai

[@snehakadam16]

Thank you to Darshil. This is for those who facing issues - 1) Replace awswrangler with awssdkpandas in the code. The rest code remains the same. 2) Add Layer : AWSDataWrangler-Python3.8 replaced it with AWSSDKPandas-Python3.8 version 10 3) Create db_youtube_cleaned db using Glue or Athena before running the code. 4) For Task timed out issue - increasing the memory along with time, for eg. time = 5 min, memory = 512 MB Hope this helps :) Tip: Guys, please go through the comments, if you are stuck. You will be able to find a solution for sure.

[@DarshilParmar]

Thanks for putting this in one comment

[@snehakadam16]

Thank you for the amazing tutorial and putting a lot of effort @@DarshilParmar. Looking forward to more projects :)

[@vamsivenna]

@snehakadam16 @Darshilparmar facing issues like "errorMessage": "Unable to import module 'lambda_function': No module named 'awssdkpandas'", "errorType": "Runtime.ImportModuleError", "stackTrace": [] help me out

[@vamsivenna]

it worked i think the database name should be = ""db_youtube_cleansed""" even awswrangler with AWSSDKPandas-Python3.8 version 10 and memory 256 mb is working fine for me. Thank you. But as per the video the database should get created automatically

[@prathmeshsinha4705]

How did you solved this ?@@vamsivenna

[@bfkgod]

Darshil, you have made one of the most valuable DE learning channels on youtube. Keep up the amazing work! Thank you.

[@DarshilParmar]

Thanks, will do!

[@Punithan-rj5ng]

@@DarshilParmar Function Logs START RequestId: 2b020a60-532e-4b33-9933-7cc87b5406cc Version: $LATEST An error occurred (EntityNotFoundException) when calling the CreateTable operation: Database db_youtube_cleaned not found. Error getting object youtube/raw_statistics_reference_data/CA_category_id.json from bucket de-on-youtube-raw-useast1dev. Make sure they exist and your bucket is in the same region as this function. LAMBDA_WARNING: Unhandled exception. The most likely cause is an issue in the function code. However, in rare cases, a Lambda runtime update can cause unexpected function behavior. For functions using managed runtimes, runtime updates can be triggered by a function change, or can be applied automatically. To determine if the runtime has been updated, check the runtime version in the INIT_START log entry. If this error correlates with a change in the runtime version, you may be able to mitigate this error by temporarily rolling back to the previous runtime version. For more information, see docs.aws.amazon.com/lambda/latest/dg/runtimes-update.html [ERROR] EntityNotFoundException: An error occurred (EntityNotFoundException) when calling the CreateTable operation: Database db_youtube_cleaned not found.

[@arpansatpathi9645]

Thank you Darshil for this wonderful video. One thing I would like to point out that might help others following this tutorial is whenever you update your lambda function, click on deploy first to actually test your changes. In my case I wasn't getting any errors and later realized that the default hello world code was still running.

[@DarshilParmar]

Yes, I might have made mistake while editing the video, I did click on deploy and lot of people missed it. I will keep this in my mind Thank you for the feedback

[@arpansatpathi9645]

@@DarshilParmar while we're at it, could you please give a solution for the EntityNotFoundException that somebody else also pointed out. I'm also getting the same error and haven't been able to resolve it. Tried creating the cleansed database in glue manually but still it is not working. Hope to get a reply. Thanks in advance :)

[@angelnadar1209]

Thanks Ashutosh ,same thing faced by me .thanks for posting this comment ,its helpful.

[@angelnadar1209]

​@@arpansatpathi9645 was it resolved ?if yes could you post the solution?​

[@thesevenacoustics]

@@arpansatpathi9645 rename 'db_youtube_cleaned' to 'de_youtube_cleaned' in env varialble

[@southafricangamer7174]

This project is insane and I'm only halfway. As someone that looked at AWS I was like HUH. You did a great job explaining it so far. :)

[@DarshilParmar]

You can do it!

[@Lapookie]

(edited) Important note on missing libraires : - AWSDataWrangler-Python3.8 is not still available - I replaced it with AWSSDKPandas-Python3.8 version 1

[@anupammathur918]

I am having error for database db_youtube_cleaned not found can you please check once?

[@soumyaranjandash3597]

@@anupammathur918 same here

[@anupammathur918]

@@soumyaranjandash3597 becz that is not created go to athena nd create one db with that name

[@mackshonayi943]

@@anupammathur918 Thanks this helped. I created the database in Glue and it worked

[@sahityamamillapalli6735]

@@anupammathur918 can you please elaborate in anthena data sources are there

[@ajtam05]

Just wanted to say thank you to Darshil Parmar for these projects. It's hard to find anything online that helps to this extent from end-to-end. This is great stuff! Cheers! :)

[@mcaddit6802]

I am unable to proceed further after clicking on test getting err0r:"errorMessage": "'s3_cleansed_layer'", "errorType": "KeyError", can anyone pls tell what's the problem?

[@vinaydhande9926]

Are You Solve the error@@mcaddit6802

[@janwienke6479]

Great Project Documentation to try for yourself. One little thing to add would be a rough aws cost estimate. Definitely a thing I would be looking for if I was starting.

[@ueeabhishekkrsahu]

After consistently working for 2 days, finally done with the project.

[@sembrueldorinvil4167]

How did you solve the runtime problem?

[@ishan358]

​@@sembrueldorinvil4167same question bro

[@ishan358]

How did you solve runtime lamda error ?

[@sembrueldorinvil4167]

Found the answer. Assign memory to your function. I think 500 MB should work.

[@ishan358]

@@sembrueldorinvil4167 then also same error so much frustrating it is

[@vitoriagarcia9876]

These tutorials are so helpful for me! And also, they show how much effort on production you put into them. Thank you so much, Darshil!

[@SankarJankoti]

Your content on data is pure! No match.

[@DarshilParmar]

Thank you

[@meetpatel1873]

Did you get charged while using AWS services under free tier?🤔

[@fabriciomiriani]

Amazing job - I'm just starting to use AWS because I would like to become a Cloud Engineer and this just incredible. Thank you a lot for your effort !!

[@teja_surya]

This project and you explaining it in a simple and elaborate way was awesome. Keep them coming!

[@jerichocruz29]

Darshil, this is an amazingly executed project and it was easy to follow. Thanks for taking the time to put this together. Great channel.

[@mananyadav6401]

Amazing @darshil ....It is clearly visible how much effort u have put in for ppt , video reording , storyboarding and including small small nuances and error that could be potentially faced. It can't express in words how valuable it is and how much information you are providing for the community. Really inspiring and motivating. Someone in other comment rightly mentioned It is a pure gem on KZbin

[@ajitagalawe8028]

Best video I have seen so far for the end to end project in big data. Thanks!

[@prikshitbatta]

Hi, Darshil thanks for this project. Faced a lot of errors but took two days to complete the project. In the end, it is satisfying.😀

[@vanadin8009]

can you give the estimated cost of aws services used in this project it will be of so much help and thank you

[@vasudevreddy3527]

@@vanadin8009 we can do basically for free with free tier AWS account

[@prasadprojects]

@@vanadin8009 Can you answer now ?

[@ADESHKUMAR-yz2el]

Hi.. need a help, I have free tier account and if I use Glue will it cost me?, if, yes. then how much for this work. thankyou :)

[@prasadprojects]

@@ADESHKUMAR-yz2el for this project overall in one year less than $5

[@idhwanibhatt]

Thank you so much Darshil for this video. We need more such project based learning in data engineering instead of just cliche theory. 😆

[@DarshilParmar]

Yes, more videos like this is coming

[@mcaddit6802]

I am unable to proceed further after clicking on test getting err0r:"errorMessage": "'s3_cleansed_layer'", "errorType": "KeyError", can anyone pls tell what's the problem?

[@mustafamujahid3964]

THANKS A LOT DARSHIL FOR HELPING IN MY FIRST DATA ENGINEERING PROJECT.

[@lloydwang8108]

hey Darshil, I rarely comment but just wanted to say a big thank u. This helped me out a lot! Looking forward to more of such content in the future :D

[@revathil8986]

Excellent explanation. Each and every step is easy to follow and understandable.

[@ArnavMondal14]

Great video. Loved it and helped me build my resume. Would love to do what you do today and freelance

[@youraverageguide]

Part1 done. It was really informative. Waiting for part 2!

[@DarshilParmar]

Check link in the description for that

[@harshalshende69]

Bro can u plzz help me for this actually I stuck in part 1 during catalog data from1week so I can move forward if u tell my mistakes over their🙏it will big help for me

[@ishan358]

​@@harshalshende69do you find solution

[@imsdengineer]

Great Stuff, You Rock boey! The entire video was very much intuitive and I must say that without a shadow of doubt that all the nitty gritties of Data is discussed in this, heading for the second part now. Worth a ⌚

[@mackshonayi943]

Thank you Darshil, I completed this part successfully. Your content is invaluable may God bless you

[@fahadbakshi5449]

bro i got stuck at 30:00 minute can u plz help me

[@ishan358]

How did you solve runtime error

[@trishasingh8832]

Great work Darshil! 🔥🔥

[@ahmedmohiuddin1866]

WOWW. This is amazingggg. Thanks Darshil. I have just started watching the video and looking at the content got me excited.

[@DarshilParmar]

This is the type of comment I wait for, thanks for supporting my work!

[@ahmedmohiuddin1866]

@@DarshilParmar you’re welcome

[@hassannasr7736]

If you are getting a runtime error when running the lambda function even after 3 minutes. Make sure to add import pandas as pd This will solve the issue as the AWS wrangler changed to AWS SDK Pandas

[@ashutoshprakash9468]

Great Work, Darshil!!! Next level Data Engineering knowledge provided by you in this content. ✌️ Industry level project.

[@DarshilParmar]

Thank you for supporting

[@ataurrehman3664]

Thank you so much for making this video!!! This would be 6-7th video of yours which I've added to my playlist. I request you to post more such project videos in different domains.

[@DarshilParmar]

Thank you, yes I will try to post such videos

[@____prajwal____]

FYI - Now AWS Wrangler has been renamed to AWS SDK Pandas

[@reypaulobae4895]

Lifesaver ! Thanks

[@mayurkumar23]

prajwal, I am getting this error: { "errorMessage": "Glue table does not exist in the catalog. Please pass the `path` argument to create it.", "errorType": "InvalidArgumentValue", "stackTrace": [ " File \"/var/task/lambda_function.py\", line 40, in lambda_handler raise e ", " File \"/var/task/lambda_function.py\", line 27, in lambda_handler wr_response = wr.s3.to_parquet( ", " File \"/opt/python/awswrangler/_config.py\", line 735, in wrapper return function(**args) ", " File \"/opt/python/awswrangler/_utils.py\", line 178, in inner return func(*args, **kwargs) ", " File \"/opt/python/awswrangler/s3/_write_parquet.py\", line 719, in to_parquet return strategy.write( ", " File \"/opt/python/awswrangler/s3/_write.py\", line 313, in write raise exceptions.InvalidArgumentValue( " ] } Please help.

[@castlemonohunter3019]

Thank you so much for doing this.... The only one on youtube with curated data related content ❤💫

[@DarshilParmar]

Thank you for your support and kind words

[@rohanchoudhary672]

Took me 5 days to complete this video with hands on. But these were all worth it. - Complete noob me

[@ishan358]

Bro help me to solve run time error @rohanchoudhary672

[@dntking40]

Excellent work. Thank you for this amazing workshop.

[@rohitsaha08]

this is a great project with your excellent guidance Darshil. Thank you!😀

[@ShubhamKumar-fs9wi]

Thank you Darshil for this amazing video, it was very helpful. Just completed this whole project plus did some extra work of moving data to redshift using glue job as well while creation connection and enabling vpc endpoint.:)

[@adityaanand835]

Really appreciate your hardwork you bring to tthe table!!!

[@DarshilParmar]

Thank you making my hardwork pay off by watching video

[@paytmoffers7794]

I hope you have more such projects for us in your pipeline 😍 Please do it

[@DarshilParmar]

Yes, I will work on it

[@HemantSharma-fw2gx]

Thank you so much for this darshil!...keep up the good work🙌

[@DarshilParmar]

Thank you, I will

[@shreeyajoshi9771]

Thanks a loads for this video Darshil! Very much appreciated! 👏👏👏👏

[@penninahgathu7956]

Thank you so much for teaching us such valuable content! Be blessed

[@iamdare]

Hi Darshill, good video and thanks very much. I learned a lot. Please in your subsequent videos, do try to zoom in more often so we can get to see what you’re doing on the screen. Thanks.

[@lihongzheng8216]

i tried deploy button at 39:00 and changed time to 15 min (which is max), but it still shows timeout, anybody knows how to fix it?

[@youraverageguide]

Thanks for all your efforts! This is perfect.

[@DarshilParmar]

You're very welcome!

[@huzaifa_2590]

It Was An Amzaing Project. I Learned Alot From This Video. Thank You So Much, Appreciated The Work.

[@DarshilParmar]

You are most welcome

[@ritikkeshari1463]

Thanks alot brother..needed such kind of lecture ..really helped in enhancing my skills..please make more such videos

[@rocky6517]

Thanks Darshil for Creating this Video

[@DarshilParmar]

Thank you for watching

[@trytrybutdontcry1-zf9yu]

Great Video, Thank you so much!!

[@banarasi91]

hello guys,you might be getting error at the point of testing that is because of db name has been not changed in environment variable, please take care he has forget to change db name , if you notice in athena database name is db_youtube_cleaned but it should be de_youtube_cleaned, which is giving error in lamda final testing as "Entity not found"

[@geekyprogrammer4831]

At 46:51, it either gives RunTime error or Timeout Error to me. Kindly help!

[@21-lengocmai97]

@@geekyprogrammer4831 I have changed db name in environment variable but it still gave RunTime error. What should I do to fix this?

[@saxdrakonis6456]

@@geekyprogrammer4831 facing same issue. I see a parquet file being generated in the gcs bucket, but the lambda function is timing out. Were you able to rectify it ?

[@Livecampingbgmi]

@@geekyprogrammer4831 you got the solution? Please let me know?

[@Livecampingbgmi]

@@21-lengocmai97 u got the solution? Please let me know

[@mohammedjouhar6363]

Thank you, man.. Keep up the good work!

[@pranjalipandey4233]

Thanks Darshil for such a valuable learning...

[@DarshilParmar]

Thank you for watching

[@Bijuthtt]

Awesome tutorial project. I could complete this session.

[@raghuboyapati7311]

Great video man. AWS has updated the Emphemeral storage of Lambda to 10 GB

[@nardsmath3511]

Hi Darshil, great video, could you please let me know how to save to table db_youtube_cleaned as I am getting the error : "An error occurred (EntityNotFoundException) when calling the CreateTable operation: Database db_youtube_cleaned not found." Thanks in advance :)

[@DarshilParmar]

Can you timestamp the video? I can explain it easily then

[@nardsmath3511]

@@DarshilParmar yes the error occurs at 45.37 but I think it relates to the 39.30 where the names are set

[@arpansatpathi9645]

I'm facing the same issue

[@dorothysilverman7660]

I'm facing the same error as well.

[@gauravverma7082]

@@dorothysilverman7660 ​ @Arpan Satpathi first create database name ' db_youtube_cleaned ' in glue, then run test.

[@mairios521]

Hi Darshil! First of all, I would like to say "Thank you" for this tutorial. I need to mention something, I was following each steps but AWS is now different and some options are no longer available or they are so different. I can't believe that AWS platform changed so much in just one year. My question is: will you update this tutorial in the future?

[@DarshilParmar]

Everything is same, you just have to find right options with new UI

[@mairios521]

@@DarshilParmar Thanks for your quick response!!

[@jitendrasinghthakur6364]

hey darshil, everything is fine accept getting an error says "errorMessage": "An error occurred (EntityNotFoundException) when calling the CreateTable operation: Database db_youtube_cleaned not found.", "errorType": "EntityNotFoundException", how to resolve

[@ajtam05]

Yeah, I got the same issue. It has to do w/ the Lambda "Configuration" tab > "Environment variables" we input @39:35. But I'm not entirely sure where the "Value" we input for each "Key" came from or is associated to?

[@naveenkonda395]

@@ajtam05 have you solved this issue?

[@carti8778]

@@naveenkonda395 just create a table in athena by tying the SQL query : create database db_youtube_cleaned first one has to create a table then only lambda will update it with the data

[@prikshitbatta]

This is one of the biggest mistakes I found, It should be corrected because we were not told to create a new database and then the path is coming to be different. It took me 3 hours to debug this.

[@dimlight1172]

This is the first video I'm watching from your channel sir. Even though I didn't understand much, I watched till the end. Your explanation of the stuff just kept me going. I'm a 2nd year engineering student. I have done web development earlier and have basic knowledge of SQL. This data engineering field seems to be very interesting field to dive in. Can you please guide me through sir? So that I can learn the topics and build some good projects using necessary and relevant technology.

[@DarshilParmar]

I have complete roadmap on my channel for Data Engineering and study plan, you can check that and start working

[@naraendrareddy273]

I can't find the Lambda function's AWS Datawrangler layer option. I can't even find the right arn for us-east-1. You did it at this timestamp: 45:08 Edit: AWS Datawrangler is now called AWS SDK for pandas

[@takisally]

Thank you for this particular video

[@Watson22j]

Hey Darshil, if you were a beginner how would you write such long code in lemda? I am a beginner and wondering how will I be able to write such codes

[@nadianizam6101]

Excellent.plz upload more project

[@ranjansrivastava9256]

Dear Darshil, Could you please let us know which architecture have you used in the demo -- Lambda architecture or Kappa Architecture. Wanted to understand more on architecture prospective. Please share your thoughts.

[@shubhamdeshmukh6339]

Hi Darshil! You r doing great job Please make more video on end to end project

[@DarshilParmar]

Sure I will

[@abhisheknakate9347]

thank you darshil very informative content........please upload 2nd part of video

[@DarshilParmar]

It is uploaded, check link in the description

[@ijaj.datanerd]

Thanks, man.....appreciate your hard work and effort

[@DarshilParmar]

Thanks Ijaj

[@zendr0]

Absolute gem! Thank you for making this video. Learned a lot today. And if possible, Although I know you have your job, please try to make more of such content in future. Lots of love💛💛

[@DarshilParmar]

I will try my best to provide as much as I can

[@mcaddit6802]

I am unable to proceed further after clicking on test getting err0r:"errorMessage": "'s3_cleansed_layer'", "errorType": "KeyError", can anyone pls tell what's the problem?

[@ishan358]

How do you solve runtime error

[@drishtihingar2160]

@@mcaddit6802 yeah I am also getting same error, how did you solved it. Can you help me out

[@shyam96105]

Hi Darshil, please make video on how do you deliver the project to your clients after completing it.

[@kruthithunoli1]

Hi Darshil, Can explain some more details on environment variable inputs.

[@DarshilParmar]

Google :)

[@fayssalelaazouziai1573]

Thank you so much Darshil for this video. I have a question , does the glue table created automaticaly ? because i get a timout , and i think the problem is whit that . can u please provide with more information like should i create new crawel or what to run the create the cleand_table automaticly

[@imenbenhassine9710]

faced the same issue , so i found out that you need to create the cleaned catalog_db in Glue then the cleaned_table will be created automaticly ; for timeout try to increase the memory to along with the time . hope it helps

[@intrepidm8753]

its a great one, very useful n resourceful for aspirants like me👍🏼

[@danala5963]

This was a great help..one question though..when you executed this project using different AWS services S3, Athena, Glue etc.. what was the approx. cost you got after full project execution...Thanks

[@DarshilParmar]

Most likely there won't be any charge if you are under free trial but even if they charge you it will be max 3-5$ You can raise support ticket stating you were just trying to learn about service and they won't charge you

[@ogissgi7441]

Thank you so much Darshil for the video! I am having an issue when trying to create a crawler, getting error : "The following crawler failed to create: "name of the crawler" Here is the most recent error message: Account 'Number of account' is denied access." Tried to check the IAM roles created, deleted recreated again, however still receiveing the same message. Would you have an idea what could be the issue?

[@rizbasamalah5326]

me too bro, do you solve already?

[@Devine_9]

I also got this error anyone solved this

[@mandardeshpande2246]

Hi Darshil while running the Athena job getting HIVE_CURSOR_ERROR: Row is not a valid JSON Object - JSONException: A JSONObject text must end with '}' at 2 [character 3 line 1] This query ran against the "de_database_raw" database, unless qualified by the query. error

[@sudhanshuupadhyay458]

Great and helpful tutorial.

[@pankajchandel1000]

among this and covid project ..which one should i try building first as a beginner ?

[@siddhideshmukh6424]

Hey Darshil ,i rarely comment but just wanted to tell you tht you are awesome nd you content is just amazing ❤️

[@DarshilParmar]

Thank you Siddhi

[@sankalpporwal9646]

At last when I'm running SELECT query on cleaned_statistics_reference_data, it's giving HIVE_UNKNOWN_ERROR: Path is not absolute s3// Plz help

[@anushakamath7374]

Hi, did you find a solution to this issue?

[@Lapookie]

@anusha kamath Solved it by : - Deleting data in the s3 bucket : youtube-cleaned-useast1-dev - Deleting "db_youtube_cleaned" database in AWS Glue - Recreating database in AWS Glue and name it : db_youtube_clean - Updating environment "glue_catalog_db_name" variable, rename it : db_youtube_clean - Updating environment "s3_cleansed_layer" variable in the lambda function by adding a / at the end of the path THEN -Refresh all and re execute the lambda function. - Then run the SQL query in Athena It worked by magic I don't know what was wrong, force it some time, delete, re upload, re run :)

[@satishmajji481]

@Darshil Parmar - In part-2 of this video, "region=us/" folder is not created for me; only ca and gb folders are created upon running the ETL job. PS: I added "predicate_pushdown = "region in ('ca','gb','us')" as well but folder is missing for "us" region. Can you please take a look at this?

[@rishabhjha-jy2px]

u got sol for this ?

[@wizaasir]

at 40:48 where all all these names for environment variables coming from, and what are they even

[@DarshilParmar]

These used in code as db name, path etc… You can directly hard code it but best practice is to store in env

[@aartimehta4807]

Hi @DarshilParmar my lambda function is timing out, i increased the time to 15 minutes which is the max time but still it is not completing and my lambda function throwing an error. I followed the exact same steps shown in the video. Can you or someone suggest to me where I am going wrong?

[@oscarloterogiraldo460]

I'm stuck in the same part. My lambda fuction does not execute, it always throw a timed out error. @DarshilParmar

[@DarshilParmar]

Try increasing memory too

[@aartimehta4807]

@@DarshilParmar Hey, Increased it to 2048MB and it took hardly 2 sec to execute. Thank you for your help. Appreciate it.

[@oscarloterogiraldo460]

I just increased it to 500MB and it also ran very fast! Thank you both very much!

[@wajidturi]

wow amazing man

[@DarshilParmar]

Thanks a lot!

[@percyjackson1662]

for those trying it now- 1. awswrangler name has been changed to awssdkpandas. Rest code wise - it remains the same 2. you need to have glue database created before hand, otherwise it throws error .

[@satyabratadey3898]

Hi Percy, while trying to add Aws layers, I only get 3 options - AppConfig Extension, Lambda Insights Extension, Parameters and Secret Lambda extension. Not sure what I am missing. Please help

[@satyabratadey3898]

@Darshil

[@agnimitram340]

Thanks Darshil big help.

[@meetpatel1873]

Did you get charged while using AWS services under free tier?🤔

[@agwunobichinedu6088]

Thank you bro, this is good

[@LiaqatAli-tn9np]

Hi Darshil, great work, I faced the issue of "Access Denied" in creating Crawler please help me out of this issue

[@cuccuckute7758]

did you solve it?

[@abrarsaeed5263]

have you solved??

[@aminearguig3114]

I have a question and i hope you will answer, is these services free in aws free tier

[@mrutyunjay7877]

Thank you so much Darshil !

[@DarshilParmar]

Most welcome!

[@ashishkumarg5]

What is the similar service in GCP for AWS Glue Crawler ?

[@guillermojastrzebski954]

Thanks for this great content. I'm getting errors with the lambda function: 1. Video is missing to indicate to hit the "Deploy" button. 2. After adding the layers, increasing timeout and granting permission to lambda function, I still get this: Test Event Name lambdaTestEvent Response { "errorMessage": "An error occurred (EntityNotFoundException) when calling the CreateTable operation: Database db_youtube_cleaned not found.", "errorType": "EntityNotFoundException", "stackTrace": [ " File \"/var/task/lambda_function.py\", line 39, in lambda_handler raise e ", " File \"/var/task/lambda_function.py\", line 26, in lambda_handler wr_response = wr.s3.to_parquet( ", " File \"/opt/python/awswrangler/_config.py\", line 450, in wrapper return function(**args) ", " File \"/opt/python/awswrangler/s3/_write_parquet.py\", line 666, in to_parquet catalog._create_parquet_table( # pylint: disable=protected-access ", " File \"/opt/python/awswrangler/catalog/_create.py\", line 301, in _create_parquet_table _create_table( ", " File \"/opt/python/awswrangler/catalog/_create.py\", line 152, in _create_table client_glue.create_table(**args) ", " File \"/var/runtime/botocore/client.py\", line 391, in _api_call return self._make_api_call(operation_name, kwargs) ", " File \"/var/runtime/botocore/client.py\", line 719, in _make_api_call raise error_class(parsed_response, operation_name) " ] } Function Logs START RequestId: e124c5fb-a734-417c-a227-f1ac36b93a11 Version: $LATEST An error occurred (EntityNotFoundException) when calling the CreateTable operation: Database db_youtube_cleaned not found. Error getting object youtube/raw_statistics_reference_data/US_category_id.json from bucket de-on-youtube-raw-useast1-7011-dev. Make sure they exist and your bucket is in the same region as this function. [ERROR] EntityNotFoundException: An error occurred (EntityNotFoundException) when calling the CreateTable operation: Database db_youtube_cleaned not found. Traceback (most recent call last): File "/var/task/lambda_function.py", line 39, in lambda_handler raise e File "/var/task/lambda_function.py", line 26, in lambda_handler wr_response = wr.s3.to_parquet( File "/opt/python/awswrangler/_config.py", line 450, in wrapper return function(**args) File "/opt/python/awswrangler/s3/_write_parquet.py", line 666, in to_parquet catalog._create_parquet_table( # pylint: disable=protected-access File "/opt/python/awswrangler/catalog/_create.py", line 301, in _create_parquet_table _create_table( File "/opt/python/awswrangler/catalog/_create.py", line 152, in _create_table client_glue.create_table(**args) File "/var/runtime/botocore/client.py", line 391, in _api_call return self._make_api_call(operation_name, kwargs) File "/var/runtime/botocore/client.py", line 719, in _make_api_call raise error_class(parsed_response, operation_name)END RequestId: e124c5fb-a734-417c-a227-f1ac36b93a11 REPORT RequestId: e124c5fb-a734-417c-a227-f1ac36b93a11 Duration: 8167.89 ms Billed Duration: 8168 ms Memory Size: 128 MB Max Memory Used: 128 MB Init Duration: 3626.32 ms Can you please take a look at it?

[@DarshilParmar]

Hey, Thanks for sharing this I made mistake in editing and missed that part For the error I’d say just create table on Athena directly Also you can join discord channel for futures queries

[@guillermojastrzebski954]

@@DarshilParmar Thank you. It worked. As a reference for who are getting the same error: the video is missing the creation of a database. To do so, go to Athena, create a new query with this SQL "create database de_youtube_cleaned" and run it. Lambda function should work fine after that

[@satishmajji481]

@@guillermojastrzebski954 This really helped me! Thanks :)

[@sidharthaamperayani5965]

@@guillermojastrzebski954 massive thanks for this!! I've been searching the internet for couple of hours to rectify this. Presumed someone must have got into same issue and checked the comments section. Saved me a lot of trouble!

[@dorothysilverman7660]

I had to make the table in glue, and then lambda worked as well

[@surrealsoupuniverse]

Hello what should i learn before doing this project? What are the prerequisites? Thanks

[@yassaryelurkar3631]

Hey great video. I wanted to ask whether I will be charged for using AWS Athena coz it mentioned additional charges for using athena query when I opened it. Thanks for the video.

[@AnandSharma-kz2bs]

That is pro level content ❤️💥

[@DarshilParmar]

Pro level viewer who watches entire 1 hour thing in the world of reels/shorts

[@ashutoshlonkar4338]

Hi Darshil , thank you for this beautiful and easy to understand concept , but while adding lambda layer , i can't find AWSDataWrangler for Virginia resgoin . I tried to deploy existing AWSDataWrangler layer and then add it through custom layer. I did succeed in that , but my data is not getting cleaned and getting stored on cleaned S3 bucket.

[@DarshilParmar]

Most likely some policy issue

[@nabeelasyed1034]

Hi Darshil, Amazing content. I have a question. I am not able to find AWSwragler layer in options. Could you provide a link for downloading it so that I can custom it.

[@DarshilParmar]

Go through comments, you will find solution

[@shubhamgargade4045]

Hi Darshil, I'm confused to choose the career between backend developer and data engineer both finds interesting to me. I like more coding than SQL queries which will be better.

[@MDARUN-ph1dw]

backend then because u like coding heavy

[@DarshilParmar]

As Arun said go with Backend because Data Engineering is more SQL heavy

[@thimirabandara679]

Does it cost money to use aws services? Specifically for Athena

[@DarshilParmar]

You can set billing alarm first and also check aws free tier if it is included

[@aman6646]

Great Video 🔥🔥💯 Thanks

[@DarshilParmar]

Appreciate it

[@dipankrdey1850]

Thank you for your effort. How much amount AWS billed to build this project ? Or all services are under free tier ?