stateful-functions | Stateful Functions for Apache Flink | SQL Database library
kandi X-RAY | stateful-functions Summary
kandi X-RAY | stateful-functions Summary
Stateful Functions for Apache Flink
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- Returns a hashcode of the message body
- Returns a hashCode for the object
- Returns a hashcode of the payloads
- This method returns a hashCode of the descriptor
- Compares this envelope to another
- Compares this address with another object
- Compares this payload to another payload
- Returns a hashcode instance
- Returns the person id
- Configures the global configuration
- Returns a hashcode of the message
- Returns a hashcode of this instance
- Returns the hashCode of this instance
- Returns a hashCode of the driver
- Returns the size of the message
- Region AddToCart
- Returns the size of the serialized driver
- Initialize state
- Returns a hashcode of the message descriptors
- Compares the given object for equality
- Returns a hashcode of the parameters
- Returns a hashCode instance of this instance
- Preforms the pickup
- Prepares the current route
- Main entry point
- Compares this object with the specified message
stateful-functions Key Features
stateful-functions Examples and Code Snippets
Community Discussions
Trending Discussions on stateful-functions
QUESTION
I examine new Stateful Functions 2.0 API of Apache Flink. I read following documentation link https://ci.apache.org/projects/flink/flink-statefun-docs-stable/. Also I ran examples in Git repo. (https://github.com/ververica/stateful-functions/tree/master/stateful-functions-examples) I have few questions about implemantation.
https://flink.apache.org/stateful-functions.html --> There is an example which is Transaction Scoring for Fraud Detection at the end of the page.
First question is about state TTL. How can I give to state to TTL? Example says: After 30 days, the “Fraud Count” function will receive an expiration message (from itself) and clear its state. Should I do this manual or is there another feature? How can I do this manual?
Second Question about keyedstream. Example says: multiple instances of “Fraud Count” will exist — for example, one per customer account. Should I put values to PersistedTable
? For example . Can I clear state to specific key?
Last Question is about windowing and watermark. How can I implement theese feature to Stateful Functions 2.0?
...ANSWER
Answered 2020-Apr-14 at 14:58First question is about state TTL. How can I give to state to TTL? Example says: After 30 days, the “Fraud Count” function will receive an expiration message (from itself) and clear its state. Should I do this manually or is there another feature? How can I do this manual?
You can do this manually using delayed message. In effect, you can create a call back trigger by sending yourself a message on a delay. This message is durable and will not be lost in case of failure. If you look at the fraud count function, in the model serving example, you will see that it does exactly this. When a value is received a ttl message is sent with a 30 day delay. When that message is received the count is decremented.
Second Question about keyedstream. Example says: multiple instances of “Fraud Count” will exist — for example, one per customer account. Should I put values to PersistedTable? For example . Can I clear state to specific key?
All function instances are "keyed", in that user code is always invoked within the scope of a key, and all Persisted fields are scoped to that key. The key is the "id" component of an address. In your example, you could have a function "CustomerFunction" that tracks information on each customer of your buisness. When you want to interact with that customer, you will message it specifying that customers uid as the "id" of the address.
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Vulnerabilities
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Install stateful-functions
You can use stateful-functions like any standard Java library. Please include the the jar files in your classpath. You can also use any IDE and you can run and debug the stateful-functions component as you would do with any other Java program. Best practice is to use a build tool that supports dependency management such as Maven or Gradle. For Maven installation, please refer maven.apache.org. For Gradle installation, please refer gradle.org .
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