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feat: Reputation: CNS-1005 - Reputation pairing score #1626

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Description

Closes: #XXXX

In this PR I've implemented the reputation pairing score mechanism. After aggregating QoS score over an epoch, every epoch start we update the QoS score for all providers with the epoch QoS score. After that, we group all the providers with the same chain ID and cluster and compare the QoS scores between them. According to the rank, we convert the QoS score to a reputation pairing score which ranges between 0.5-2. This can be used to affect the pairing chance of providers.

Note, the reputation pairing score is fully implemented but disabled. This will be enabled in the future after further analysis (mainly dependent on data collected from raw QoS excellence reports).


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@oren-lava oren-lava self-assigned this Aug 13, 2024
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