How to Install DBT and Set Up a Project, Create Your First dbt Model
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- เผยแพร่เมื่อ 20 ก.ย. 2024
- Quick and Simple dbt Setup
A Step-by-Step Guide to Installing DBT and Setting Up a Project
A Beginner's Guide to DBT
dbt snowflake
dbt snowflake setup
dbt Interview Questions
dbt Visual Studio
dbt VS Code
Setting up dbt
dbt setup windows
dbt configuration
dbt cloud setup
dbt core setup
install set up dbt
dbt python extention
What is dbt model?
The Complete dbt (Data Build Tool) Bootcamp: Zero to Hero
Mastering dbt (Data Build Tool) - From Beginner to Pro
DBT Practice Exams for Interviews
dbt Analytics
dbt-Beginner to Pro
What is model in dbt?
How to Create Your First DBT Model
DBT The Complete Beginner's Guide
Use dbt in end-to-end platform
Quickstart for dbt Core from a manual install
How to install dbt plugins?
How to install dbt using pip?
How to install dbt in virtual environment?
dbt Installation overview
Intro to Data Build Tool Create your first project
Install dbt in a virtual environment best practice
Setting up dbt Core Building your modern data
dbt data build tool Crash Course For Beginners
How to Install dbt data build tool on windows
How to install dbt and set up a project windows 10
How to install dbt and set up a project mac
pip install dbt
install dbt in virtual environment
install dbt core
how to install dbt on windows
install dbt cli
dbt project structure
DBT for Data Scientists Data Engineers
How to Use DBT to Improve Your Data Pipelines
Snowflake DDLs:
sleek-data.blo...
This is the best DBT tutorial so far on TH-cam. I really appreciate it! Great job!!
Dear Friend -
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love the method of explanation, very concise and articulate. Would like to watch you deep dive in two dbt operations
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Dude these videos are killer. Hope you got more on the way. Best content ive seen on dbt and airflow
Thank you the DBT series. its really helpful.
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Best dbt content among many dbt training contents in the youtube
Dear Friend, Glad you like them!
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Thank you for this fantastic series! In a very short time, you clearly demonstrated the basics of dbt (not an easy task). Seeing actual code including the yaml (in later videos) is INCREDIBLLY helpful.
Dear Friend, Thank you so much for your kind words! I'm glad you found the series helpful. We appreciate your support and would love it if you could like and subscribe to our channel to stay updated with our future content.
We strongly believe that learning should be simple, free, and designed to save your valuable time. And that's exactly why we've started this new initiative on a mission to make in-demand data skills accessible to everyone. If you could share our video/channel with your friends, we would be so grateful!
Once again, thank you for your encouragement.
Thanks bro @sleek data. Now it's working fine in my VM. Great information. 👏👏👏
Supper Bro, Keep Learning.
Good Luck.
@@SleekDatahi bro, iam using visual studio for transformation. But how to get SQL db data into Vs . For now iam just copying data and making edits.
Brother-
Each db has python Api (package that you can import)
With that Api you establish connection to DB.
Select data, apply transformations load data back to DB programmatically.
Also pls note that I don’t get notifications for replies you add on old comments, so pls consider adding new comments if you’re looking for response.
Cool! Short & clear! Thanx from Russia!
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Hy, I love the tutorials!
Where is the db in the video used,
Dear friend - Just sign up for free snowflake DB:
signup.snowflake.com/
@@SleekData Thanks for reply, the snowflake doesn't have the OMS which you used
For now iam just copying the SQL queries from SSMS and pasting in Vs (doing transformatios) and using dbt run.
Maybe try sqltools in extensions search bar in vs code.
Thank you, what a explanation....
Dear Friend, Thank you so much for your kind words! I'm glad you found the series helpful. We appreciate your support and would love it if you could like and subscribe to our channel to stay updated with our future content.
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Thnks bro very important content thnks❤
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Really very helpful video. But when initializing DBT to folder then how you given that username as sleek and password everything. Could you please give confirmation. Thank you SOOO much...
Dear Friend
Most of the cloud databases offers trial account, please create the trial account first then you will get all these details as part of the trial account. I'm using Snowflake, pls find the link for creating trail account for the same:
signup.snowflake.com/
Good Luck.
I'm glad you found the video helpful. We appreciate if you could like and subscribe to our channel to stay updated with our future content.
We strongly believe that learning should be simple, free, and designed to save your valuable time. And that's exactly why we've started this new initiative on a mission to make in-demand data skills accessible to everyone. If you could share our video/channel with your friends, we would be so grateful!
that means DBT can only use the data present in Snowflake and perform queries and load into next Layer of tables? transformation means what here? is it using SQL or Python within DBT?
Dear Friend, All transformation as using sql only.
example:
select
'first_name' + ' ' + 'last_name' as full_name
from `your_schema.your_table`;
Yes you can create python models:
docs.getdbt.com/docs/build/python-models
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Hi nice video, what all details we need to put in yml to connect with snowflake?
Dear Friend - You do not need to manually put any details in to config files at least to start with.
Pls check this video, when you use dbt init, it asks for some details, with those details dbt automatically creates required yml files.
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When I run the command: dbt debug
I get this error: Encountered an error loading local configuration: dbt_cloud.yml credentials file for dbt Cloud not found. Download your credentials file from dbt Cloud to `C:\Users\aymenh\.dbt`
Can you help me solve this problem?
Great video! Congratulations! I have a doubt: how to connect to a SAP HANA database using JDBC? Do you have any doc/help? Thank you very much!
Hi Friend
docs.getdbt.com/docs/verified-adapters
docs.getdbt.com/docs/trusted-adapters
docs.getdbt.com/docs/community-adapters
I could not see SAP HANA as part of any of these, its not just connectivity, dbt requires API for each platform, so may be at this point of time dbt is not supported unless you get an API from other vendors/third parities.
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I am getting this error
Error: unknown command "init" for "dbt"
Run 'dbt --help' for usage.
Dude - pip install dbt snowfalke (or the db of your choice) - command was not run or run on different context (venv or global) and you are now checking in different context.
Good luck, pls like and sub.
I got the below error when i ran sql query. could you pls suggest me the solution for this.
(dbt_venv) PS C:\dbt_workspace\bv_dbt_project> dbt run
10:29:02 Running with dbt=1.4.9
10:29:02 Found 3 models, 4 tests, 0 snapshots, 0 analyses, 323 macros, 0 operations, 0 seed
files, 0 sources, 0 exposures, 0 metrics
10:29:02
10:29:30
10:29:30 Finished running in 0 hours 0 minutes and 27.62 seconds (27.62s).
10:29:30 Encountered an error:
Database Error
('42000', '[42000] [Microsoft][ODBC Driver 18 for SQL Server][SQL Server]USE statement is n
ot supported to switch between databases. Use a new connection to connect to a different Data
base. (104455) (SQLExecDirectW)')
Bro - pls try dbt debug first and ensure it’s working.
@@SleekData yes debug is working fine. But this dbt run not working.
(dbt debug) is working fine(As below mentioned). But dbt run is getting error.
(dbt_venv) PS C:\dbt_workspace\bv_dbt_project> dbt debug
12:15:56 Running with dbt=1.4.9
dbt version: 1.4.9
python version: 3.11.0
python path: C:\dbt_workspace\dbt_venv\Scripts\python.exe
os info: Windows-10-10.0.17763-SP0
Using profiles.yml file at C:\Users\DUD122188\.dbt\profiles.yml
Using dbt_project.yml file at C:\dbt_workspace\bv_dbt_project\dbt_project.yml
Configuration:
profiles.yml file [OK found and valid]
dbt_project.yml file [OK found and valid]
Required dependencies:
- git [OK found]
Connection:
server: ngdpaas#####
database: ngd#####
schema: DBT
port: 1433
UID: DUDEK#####B##
client_id: None
authentication: ActiveDirectoryInteractive
encrypt: True
trust_cert: False
retries: 1
login_timeout: 0
query_timeout: 0
Connection test: [OK connection ok]ngdpaasnp#####
Hello, thanks for this. I followed all the steps, installed dbt-bigquery. Everything completed OK, but there's errors on the dbt_project,yml file apparently. I get the error message - An error occured while initializing the dbt project, probably the Python interpreter is not correctly setup: No module named 'dbt'
Wierd since I installed dbt. I'll appreciate your help with this
Hello friend
Below is the fix for your issue:
th-cam.com/video/icKKQXUY2iQ/w-d-xo.html
Good luck, pls like subscribe and share with your friends and stay up to date on tech.
@@SleekDataThank you so much. This actually worked. I'm definitely subscribing
You should share the project git repo. It will be easier to follow along.
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Hi, Thanks for this video. I am getting the error while click the vs code run/ complile buttons, Similar to this video during time 3.30. An error occured while trying to execute your query: name 'project' is not defined
Dude - Pls check this video:
th-cam.com/video/icKKQXUY2iQ/w-d-xo.html
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I'm using the Windows Subsystem for Linux (WSL) and to activate my venv I had to do: "source dbt_venv/bin/activate" instead
Cheers Dude, Glad it worked!
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Getting Error while checking dbt debug , Please help
15:49:07 Error from git --help: Could not find command, ensure it is in the user's PATH and that the user has permissions to run it: "git"
Dear Friend,
Can you pls install git and then try?
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@Sleekdata At 6:28, you compiled/run the CTE in L1_Landing but at 6:34 you're querying L3_consumption schema instead. My Assumption is that L1_Landing contains the raw data. How did compilation result make it to L3_Consumption from L1_Landing? Can you share the full scripts and data? I emailed weeks ago without much luck :)
Dear Friend -
L1 is source that is what you see in the model file's from or join clause.
But L3 is target table that will be created when this model is run, this is configurable at the .yml config file or nothing is configured it will take the default schema defined in the profile.yml file. I have explained all these in the subsequent videos, pls keep watching the playlist. Good luck, please like and subscribe and share with your friends.
Please refer below link for Snowflake DDLs:
sleek-data.blogspot.com/2023/10/blog-post.html
I request you to mock up data by yourself.
nice tutorial, although it's a shame that to follow along the example one needs access to Snowflake
Dear friend
You just need email id, in few clicks you can get FREE snowflake account, pls take a look at the below video:
th-cam.com/video/-JLqo2JhJIU/w-d-xo.html
Good luck, to stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
How do I get the time displayed in the dbt terminal to align with the local timezone? In your video, I see the time displayed in 15:13:11, but for me, it is always in UTC (which I don't want)
Dude - To display the time in the dbt terminal aligned with your local timezone, you can set the timezone in your dbt profiles.yml file. Here's how you can do it:
my_profile:
target: dev
outputs:
dev:
type: snowflake
account: YOUR_ACCOUNT
user: YOUR_USER
password: YOUR_PASSWORD
role: YOUR_ROLE
warehouse: YOUR_WAREHOUSE
database: YOUR_DATABASE
schema: YOUR_SCHEMA
timezone: America/New_York
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how to solve these errors ?
ERROR: Failed building wheel for snowflake-connector-python
and
ERROR: Could not build wheels for snowflake-connector-python, which is required to install pyproject.toml-based projects
Dude - Seems new I've not faced. But most probably conflict or incompatibility with the python version.
Very helpful video ....could you please share the SLEEKMART_OMS database and related schema
Dear Friend - Thank you your kind feedback! To stay updated with our future content, I kindly request you to consider subscribing and liking our videos. Your support is valuable to us. If you ever need technical support, please feel free to leave a comment on any of our videos, and we'll be sure to respond promptly or create a video addressing the issue.
Regarding your request for the schema, please email us at sleekdatasolutions@gmail.com, and we'll be happy to share the DDLs with you.
Can you give us the public s3 buckets where this sample data is hosted? so that we can create raw tables and work by ourselves to learn more? Thanks.
Dear Friend - Thank you your kind feedback!
Please send email to our email id, we will share the DDLs.
At this point of time we don't share the data, but later we have a place to place some sample data in github in the form of inserts and give access to people requesting.
To stay updated with our future content, I kindly request you to consider subscribing and liking our videos. Your support is valuable to us. If you ever need technical support, please feel free to leave a comment on any of our videos, and we'll be sure to respond promptly or create a video addressing the issue.
@@SleekData : great work buddy!!
I have installed dbt-sqlserver and when i run dbt debug gets error No module named 'dbt.adapters.factory' how to resolve it and even in my project-tests-dbt_project.yml file is giving error everything is underlined red. Please help me out in it .
pls check if dbt-sqlserver is officially supported, for learning and initial understanding pls use some officially supported one then you can try more...
what's the table L1_Landing and the where the data comes from?
Dude - Pls refer the first video, i have explained difference between ELT and ELT based data architecture.
dbt best fit for ELT based system and out of E,L and T, dbt is mostly involved in the T (Transform related work), with that said Extract and Load (initial) is generally handled by other tools and technologies out of dbt.
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Once again thank you for your comment.
Can I install dbt-synapse by following the same steps as you explained to install dbt-snowflake through visual studio in this video.
You are right, the prompt will be related to synapse so be ready with below details related to your synapse dedicated sql pool.
driver: 'ODBC Driver 17 for SQL Server' # (The ODBC Driver installed on your system)
server: workspacename.sql.azuresynapse.net # (Dedicated SQL endpoint of your workspace here)
port: 1433
database: exampledb
schema: schema_name
user: username
password: password
@@SleekData Thankyou so much bro for the fast reply. So I need to use Vstudio to run DBT queries or any particular platform?
@@bashabash3697 It is not mandatory to use vs studio code, you can even use regular text editors (notepad, notepad++) and command prompt/PowerShell but that is not best practice and not easy to work with.
@@bashabash3697 - Also please use new command, i do not get notifications on existing commands, so there is high chance i might miss.
@@SleekData when I ran dbt init got 2 options like SQL server and synapse. Which option i need to select
Hi Bro, I am stuck on the Snowflake account details that we mentioned in the terminal, because after the creation of Snowflake what do I have to do, or else could you provide any solution for this. I am a non-IT student. I am trying to learn dbt for IT job.
Dude - Check your email that you used for snowflake account creation, you will get the account URL and other details, and from there you can start.
Good luck.
Hi, I am getting below error after connecting to snowflake, please help how to fix it, I am unable to progress further.
Error from git --help: Could not find command, ensure it is in the user's PATH and that the user has permissions to run it: "git"
Dude - pls install git (pls try pip install git ) and then retry.
i need some help on configuring with SQL Server
When try to configure , I am keep getting error : No sample profile found for sqlserver
Dude - hope you are referring to this doc:
docs.getdbt.com/docs/core/connect-data-platform/mssql-setup
also pls note not all commands in the video will work in case of sql server, be cause it is not dbt maintained like snowflake postgres redshift etc..
create the profile file manually as in the documentation and try.
from where we get data which is used in the video?
Dear Friend, I created the data using python faker.
faker.readthedocs.io/en/master/
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If you could share our video/channel with your friends, we would be so grateful!
Thank you for your encouragement.
Can you please help me with below error?
(dbt_venv) PS D:\dbt_workspace> dbt init
dbt : The term 'dbt' is not recognized as the name of a cmdlet, function, script file, or operable program. Check the spelling of
the name, or if a path was included, verify that the path is correct and try again.
At line:1 char:1
+ dbt init
+ ~~~
+ CategoryInfo : ObjectNotFound: (dbt:String) [], CommandNotFoundException
+ FullyQualifiedErrorId : CommandNotFoundException
Dude -
2:00 - pls watch from this.
mostly it looks like in your virtual environment dbt_venv dbt-snowflake (or any thing else was not installed).
Good Luck. To stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
If you could share our video/channel with your friends, we would be so grateful!
Thank you for your encouragement.
Can someone please provide me the insert statements (with data).
Dude - pls check
sleek-data.blogspot.com/2023/10/blog-post.html
also with these ddls, pls ask chat gpt to give you some sample inserts.
Good Luck. To stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
If you could share our video/channel with your friends, it would be so grateful!
Thank you for your encouragement.
I'm getting error while I'm connecting with bigquery, do you have any suggestions for that?
Dude - Pls check the video again and also refer the official documentation for big query below:
docs.getdbt.com/docs/core/connect-data-platform/bigquery-setup
To stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
If you could share our video/channel with your friends, we would be so grateful!
Thank you for your encouragement.
Can't I see all the tables in Vs , like ssms, to run DBT queries
Bro - You can install relevant extensions and explore databases objects directly in vscode just like ssms. Pls search in extensions.
I downloaded dbt synapse and using SQL server details during dbt init. To connect SQL DBA. Will that work?
I’ve not tried it, however I would suggest you use pip install dbt-sqlserver
for dbt Microsoft SQL Server setup.
Is there a link to DML that you used available as well ?
Dear Friend - If you mean DDLs, its there in descrption.
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@SleekData Thanks for responding, actually by DML I meant the Insert statements for the tables used I the videos or, the datasets if in xl/csv.
where can i get the data to insert into DDLs in snowflake
Dear Friend
Please check this video description with links for DDL statements for all tables.
th-cam.com/video/1fY1A8SRflI/w-d-xo.html
You can simply give This DDL to chat gpt and ask for 10 insert statements for each table.
And execute those insert statement in your snowflake.
Good luck, to stay updated with our future content, I kindly request you to consider subscribing and liking our videos.
4.19 am i supposed to give snowflake account details?
Dude - just watch little before the snowflake account details are provided in the .profile file in users home dir.
once after that, you just execute dbt debug and dbt automatically takes snwoflake account details from that .profile file.
Good Luck, please like and sub.
@@SleekData i followed the same steps but not getting it
could you provide me how to install dbt for synapse
Dear Friend -
pip install dbt-synapse
docs.getdbt.com/docs/core/connect-data-platform/azuresynapse-setup
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@@SleekData Thankyou so much 😊👍
Can I install dbt-synapse by following the same steps as you explained to install dbt-snowflake through visual studio in this video.
where can i find this db schema?
Dude - on the same video, check description section, just above the comments (you may need to click more to expand)
you'll find the link at the end...DDLs are there in that link.
Good luck, pls like and sub...
Any document on this video.(How to install dbt)
Dear Friend - I have given snowflake DDLs in the description.
You can check the officials link from dbt, but I would say following the video is easiest way to get started quickly....
docs.getdbt.com/docs/core/about-core-setup
@@SleekData Got it. Thankyou
not connecting with snowflake
Dear Friend - Pls share the error in new comment, or please retry the video, it should work.
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Dbt init
Is not working
Dude - Pls check this video:
th-cam.com/video/icKKQXUY2iQ/w-d-xo.html
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If you could share our video/channel with your friends, we would be so grateful!
Thank you for your encouragement.
Hi, we need your data :(
Dude - There is link in my initial video, where i have given link with DDL statements, you can create the databases and tables and load the tables with 5 rows each with your own insert statements.. Give table structure to chat gpt and ask for insert statements.
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