www.dbdemos.ai Open in urlscan Pro
2606:50c0:8002::153  Public Scan

Form analysis
0 forms found in the DOM

Text Content

 * Github

 * Explore all demos

Quick start
DBDEMOS
DEMOS FOR DATABRICKS

Discover the power of the Lakehouse.
Install demos in your workspaces with best practices, ready to go.
Data ingestion, Governance, Security, Data Science & Data warehousing.


COMPLETE DEMOS, BY INDUSTRY

Get access to end 2 end demos in each industry, from data ingestion to
Dashboards & ML model.


ONE-LINER INSTALLATION

dbdemos setup the resources for you: data, notebooks, DLT pipelines, workflows,
ML, SQL endpoints...


PRODUCT-FOCUS DEMOS

Need to learn about Databricks products? dbdemos covers it all (DLT, Streaming,
Deep Learning, MLOps...)


DBDEMOS QUICK-START

INSTALL DEMOS DIRECTLY FROM YOUR DATABRICKS NOTEBOOKS

Load dbdemos package in a cell
%pip install dbdemos

List and install any demo
import dbdemos
dbdemos.list_demos()
dbdemos.install('lakehouse-retail-c360')


EXPLORE DBDEMOS CONTENT


DATABRICKS LAKEHOUSE DEMOS, END 2 END.

From Data ingestion to BI, supercharged with ML.

LAKEHOUSE - C360 PLATFORM: REDUCE CHURN

Centralize customer data and reduce churn: Ingest data (DLT), BI/Datawarehousing
/ Predict churn (ML) / Governance (UC) / Orchestration
dbdemos.install('lakehouse-retail-c360')
Delta Live Table
Data Science
Unity Catalog
BI/DW/DBSQL

LAKEHOUSE - IOT PLATFORM & PREDICTIVE MAINTENANCE

Detect potential faulty wind turbine and orchestrate maintenance / spare stock
accordingly : Ingest data (DLT), BI/Datawarehousing / Predictive Maintenance
(ML) / Governance (UC) / Orchestration
dbdemos.install('lakehouse-iot-platform')
Delta Live Table
Data Science
Unity Catalog
BI/DW/DBSQL


DATABRICKS FOR DATA INGESTION, DATA ENGINEERING & ORCHESTRATION.

SPARK STREAMING - ADVANCED

Deep dive on Spark Streaming with Delta to build webapp user sessions from
clicks, with custom aggregation state management.
dbdemos.install('streaming-sessionization')
Delta Lake

FULL DELTA LIVE TABLE PIPELINE - LOAN.

Ingest loan data and implement a DLT pipeline with quarantine.
dbdemos.install('dlt-loans')
Delta Live Table

ORCHESTRATE AND RUN YOUR DBT JOBS ON DATABRICKS

Launch your dbt pipelines in production using a SQL Warehouse. Leverage
Databricks Workflow (orchestration) and add a dbt task in your transformation
pipeline.
dbdemos.install('dbt-on-databricks')
Delta Lake

CDC PIPELINE WITH DELTA LIVE TABLE.

Ingest Change Data Capture flow with APPLY INTO and simplify SCDT2
implementation.
dbdemos.install('dlt-cdc')
Delta Live Table

UNIT TESTING DELTA LIVE TABLE (DLT) FOR PRODUCTION-GRADE PIPELINES

Deploy robust Delta Live Table pipelines with unit tests leveraging expectation.
dbdemos.install('dlt-unit-test')
Delta Live Table

DELTA LAKE

Store your table with Delta Lake & discover how Delta Lake can simplify your
Data Pipelines.
dbdemos.install('delta-lake')
Delta Lake

DATABRICKS AUTOLOADER (CLOUDFILE)

Incremental ingestion on your cloud storage folder.
dbdemos.install('auto-loader')
Auto Loader

CDC PIPELINE WITH DELTA

Process CDC data to build an entire pipeline and materialize your operational
tables in your lakehouse.
dbdemos.install('cdc-pipeline')
Delta Lake


DATABRICKS FOR DATA SCIENCE, MACHINE LEARNING AND DEEP LEARNING.

MLOPS - END 2 END PIPELINE

Automate your model deployment with MLFlow webhook & repo, end 2 end!
dbdemos.install('mlops-end2end')
Data Science

PANDAS API WITH SPARK BACKEND (KOALAS)

Let you Data Science team scale to TB of data while working with Pandas API,
without having to learn & move to another framework.
dbdemos.install('pandas-on-spark')
Data Science


DATABRICKS FOR BI & DATAWAREHOUSING.

DATA WAREHOUSING WITH IDENTITY, PRIMARY KEY & FOREIGN KEY

Define your schema with auto incremental column and Primary + Foreign Key. Ideal
for Data Warehouse & BI support!
dbdemos.install('identity-pk-fk')
BI/DW/DBSQL


DATABRICKS FOR GOVERNANCE, CATALOG & SECURITY.

DELTA SHARING - AIRLINES

Share your data to external organization using Delta Sharing.
dbdemos.install('delta-sharing-airlines')
Delta Sharing

UPGRADE TABLE TO UNITY CATALOG

Discover how to upgrade your hive_metastore tables to Unity Catalog to benefit
from UC capabilities: Security/ACL/Row-level/Lineage/Audit...
dbdemos.install('uc-05-upgrade')
Unity Catalog

DATA LINEAGE WITH UNITY CATALOG

Discover data lineage with Unity Catalog: table to table and column to column
dbdemos.install('uc-03-data-lineage')
Unity Catalog

TABLE ACL & DYNAMIC VIEWS WITH UC

Discover to GRANT permission on your table with UC and implement more advanced
control such as data masking at row-level, based on each user.
dbdemos.install('uc-01-acl')
Unity Catalog

ACCESS DATA ON EXTERNAL LOCATION

Discover how you can secure files/table in external location (cloud storage like
S3/ADLS/GCS) with simple GRANT command.
dbdemos.install('uc-02-external-location')
Unity Catalog

AUDIT-LOG WITH DATABRICKS

Track and analysis usage with UC Audit-log.
dbdemos.install('uc-04-audit-log')
Unity Catalog


DBDEMOS IS DISTRIBUTED AS A GITHUB PROJECT.

for more details, please open the github README.md file and follow the
documentation.
dbdemos is provided as-is. See the License for more information.
Databricks does not offer official support for dbdemos and the associated
assets.
For any issue, please open an issue and the demo team will have a look on a best
effort basis. See the Notice for more information.




DBDEMOS

Demos for Databricks Lakehouse

DBDEMOS

 * Github repo
 * dbdemos License
 * Report a bug

DATABRICKS

 * Databricks.com Solution Accelerators

© Databricks 2023. All rights reserved. Apache, Apache Spark, Spark and the
Spark logo are trademarks of the Apache Software Foundation.

Privacy Notice (Updated) | Terms of Use | Your California Privacy RightsGlobal