Comments (2)
Hi,
Thanks for the question.
Deequ has a dependency on Spark, so it cannot be used on an environment where Spark is not present.
from deequ.
If anyone is interested in something like Deequ but for Flink, we built a prototype for a comparable streaming data quality library for Apache Flink: StreamDQ. However, it is only a prototype so far, a small side project during my Ph.D., and we have no resources currently to continue building it. However, if someone wants to build something like this, StreamDQ might be a very good starting point. All the basic functionality already works there, it is just not very robust yet and more checks, etc. need to be implemented.
from deequ.
Related Issues (20)
- Incremental profiling to be merged with older result
- Adding the custom constraints
- [FEATURE] Extract failing reason when filtering records based on row-level checks
- java.lang.NoSuchMethodError: org.apache.spark.sql.catalyst.expressions.aggregate.AggregateFunction.toAggregateExpression(Z)Lorg/apache/spark/sql/catalyst/expressions/aggregate/AggregateExpression;
- Support for Snowflake Connector's query pushdown HOT 1
- [BUG] Unable to serialize Histogram with binningUdf when using them with useRepository
- Incorporate referential integrity and data synchronization checks into Deequ's VerificationSuite HOT 3
- [FEATURE] Add spark table metric repository HOT 4
- Getting Error name 'isComplete' is not defined while running deequ code in Azure Databricks HOT 4
- checks that 95% of entire table satisfy multiple conditions over different columns HOT 1
- [FEATURE] Add support for Spark 3.5 HOT 1
- [BUG] Row based output incorrect when using satisfies check and assertion with upper bound < 1 HOT 3
- [FEATURE] Exposing Anomaly Strategy Calculation Thresholds for Users
- Is Redshift supported as a data source?
- Compliance calculation result HOT 1
- numerical statistical indicators have lost precision
- [FEATURE] Supporing Aggregation metrics for a group
- [FEATURE] Filter condition is ignored when filtering records based on row-level checks HOT 5
- Anomaly checks when fails
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from deequ.