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[ENH] Plumb ML into fe #3595

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Merged
merged 3 commits into from
Jan 29, 2025
Merged

[ENH] Plumb ML into fe #3595

merged 3 commits into from
Jan 29, 2025

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HammadB
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@HammadB HammadB commented Jan 29, 2025

Description of changes

Summarize the changes made by this PR.

  • Improvements & Bug fixes
    • Add clone to a bunch of config structs since we need it
  • New functionality
    • Adds a ClientManager to respond to the memberlist changes and update nodes
    • Introduces config for the executor num_connections, and timeouts
    • Performs top-k HWRH for assignment to query nodes and randomly load balances between them
    • Add assign many behavior into assignment policy

Test plan

How are these changes tested?
Not well. Will add in future PR. Manually verified the connection pooling to query nodes

signal-2025-01-29-075332_002

  • Tests pass locally with pytest for python, yarn test for js, cargo test for rust

Documentation Changes

None

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Reviewer Checklist

Please leverage this checklist to ensure your code review is thorough before approving

Testing, Bugs, Errors, Logs, Documentation

  • Can you think of any use case in which the code does not behave as intended? Have they been tested?
  • Can you think of any inputs or external events that could break the code? Is user input validated and safe? Have they been tested?
  • If appropriate, are there adequate property based tests?
  • If appropriate, are there adequate unit tests?
  • Should any logging, debugging, tracing information be added or removed?
  • Are error messages user-friendly?
  • Have all documentation changes needed been made?
  • Have all non-obvious changes been commented?

System Compatibility

  • Are there any potential impacts on other parts of the system or backward compatibility?
  • Does this change intersect with any items on our roadmap, and if so, is there a plan for fitting them together?

Quality

  • Is this code of a unexpectedly high quality (Readability, Modularity, Intuitiveness)

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Please tag your PR title with one of: [ENH | BUG | DOC | TST | BLD | PERF | TYP | CLN | CHORE]. See https://docs.trychroma.com/contributing#contributing-code-and-ideas

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HammadB commented Jan 29, 2025

This stack of pull requests is managed by Graphite. Learn more about stacking.

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Please tag your PR title with one of: [ENH | BUG | DOC | TST | BLD | PERF | TYP | CLN | CHORE]. See https://docs.trychroma.com/contributing#contributing-code-and-ideas

@HammadB HammadB changed the title plumb ml into fe [ENH] Plumb ML into fe Jan 29, 2025
@HammadB HammadB changed the base branch from hammad/memberlist_fe to main January 29, 2025 04:21
thiserror = { workspace = true }
parking_lot = { workspace = true }
rand = { workspace = true }
tower = { version = "0.4.13", features = ["discover"] }
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this is so that our tower == tonics

use chroma_cache::CacheConfig;
use chroma_log::config::LogConfig;
use chroma_sysdb::SysDbConfig;
use figment::providers::{Env, Format, Yaml};
use mdac::CircuitBreakerConfig;
use serde::Deserialize;

#[derive(Deserialize)]
#[derive(Deserialize, Clone)]
pub(super) struct FrontendConfig {
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@HammadB HammadB Jan 29, 2025

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TODO (out of this PR): align on pub(super) reorder nested config vs inline

@HammadB HammadB merged commit d1bde0f into main Jan 29, 2025
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