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Streaming-consistency Alternatives
Similar projects and alternatives to streaming-consistency
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differential-datalog
DDlog is a programming language for incremental computation. It is well suited for writing programs that continuously update their output in response to input changes. A DDlog programmer does not write incremental algorithms; instead they specify the desired input-output mapping in a declarative manner.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better streaming-consistency alternative or higher similarity.
streaming-consistency reviews and mentions
Posts with mentions or reviews of streaming-consistency.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-05-04.
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The Query Your Database Can’t Answer
Anyone thinking about using Confluent as some kind of alternative to a database should read this blog post outlining the myriad correctness problems with ksqlDB: https://scattered-thoughts.net/writing/internal-consistency-...
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An opinionated map of incremental and streaming systems (2018)
Spark structured streaming is in there under structured, high temporal locality.
It didn't make it into https://scattered-thoughts.net/writing/internal-consistency-... because it has severe limitations for low temporal locality operations:
> * As of Spark 2.4, you can use joins only when the query is in Append output mode. Other output modes are not yet supported.
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Internal Consistency in Streaming Systems
> And then try to join credits and debits together by updating_tx.
You can't join on updating_tx because the credits and debits per account are disjoint sets of transactions - that join will never produce output.
I did try something similar with timestamps - https://github.com/jamii/streaming-consistency/blob/main/fli.... This is also wrong (because the timestamps don't have to match between credits and debits) but it at least produces output. It had a very similar error distribution to the original.
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A note from our sponsor - InfluxDB
www.influxdata.com | 4 May 2024
Stats
Basic streaming-consistency repo stats
3
19
1.8
about 3 years ago
The primary programming language of streaming-consistency is Java.
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