Restate is built as a sharded replicated state machine similar to how TiKV (https://tikv.org/), Kudu (https://kudu.apache.org/kudu.pdf) or CockroachDB (https://github.com/cockroachdb/cockroach) since it makes it possible to tune the system more easily for different deployment scenarios (on-prem, cloud, cost-effective blob storage). Moreover, it allows for some other cool things like seamlessly moving from one log... - Source: Hacker News / 5 days ago

I’ve recently started my journey with Apache Flink. As I learn certain concepts, I’d like to share them. One such "learning" is the expansion of array type columns in Flink SQL. Having used ksqlDB in a previous life, I was looking for functionality similar to the EXPLODE function to "flatten" a collection type column into a row per element of the collection. Because Flink SQL is ANSI compliant, it’s no surprise... - Source: dev.to / 25 days ago

You should let the Apache Flink team know, they mention exactly-once processing on their home page (under "correctness guarantees") and in their list of features. [0] https://flink.apache.org/ [1] https://flink.apache.org/what-is-flink/flink-applications/#building-blocks-for-streaming-applications. - Source: Hacker News / about 1 month ago

Data scientists often prefer Python for its simplicity and powerful libraries like Pandas or SciPy. However, many real-time data processing tools are Java-based. Take the example of Kafka, Flink, or Spark streaming. While these tools have their Python API/wrapper libraries, they introduce increased latency, and data scientists need to manage dependencies for both Python and JVM environments. For example,... - Source: dev.to / 2 months ago

Other stream processing engines (such as Flink and Spark Streaming) provide SQL interfaces too, but the key difference is a streaming database has its storage. Stream processing engines require a dedicated database to store input and output data. On the other hand, streaming databases utilize cloud-native storage to maintain materialized views and states, allowing data replication and independent storage scaling. - Source: dev.to / 4 months ago

I used Cushion for this and I can’t recommend it enough. It does exactly what you’re describing without the need to build out a system in another project management software and it’s designed for freelancers out of the box. It also has built in invoicing and income projections for the year which I found indispensable for just…making sure I made enough money. It does cost money (I want to say $119 a year?) but for... Source: about 1 year ago

Have you tried a service like https://cushionapp.com/? Source: about 1 year ago

I have created several shortcuts for logging time and creating timers for my time tracker of choice, Cushion. Source: about 2 years ago

Cushionapp.com has great timelines and charts. Source: over 2 years ago

I’ve previously tried Harvest and found that it was just quite heavily geared towards teams (whereas I’m just one person). I’ve also tried Cushion (cushionapp.com), which does seem great and do most of what I want, but doesn’t integrate with Xero (thought it says it does - the integration doesn’t work). Source: over 2 years ago