AlexsLemonade / AlexsLemonade/refinebio

Treehouse Data Compendia

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backlog enhancement
Dominant language
Python
Stars
135
Forks
21
PR merge metrics
No merged PRs in 30d

Description

A group at UCSC (Treehouse: https://treehousegenomics.soe.ucsc.edu/ ) has compiled a large repository of controlled access RNA-seq data. We've started discussions around how we could short circuit the process of acquiring controlled access data ourselves by teaming up with them.

One path that might be reasonable:

  • Provide a simple stub server that can share files + metadata from some standard format in a directory (this would allow treehouse, a core with their own data, or other organizations to provide a source repository)
  • Write a surveyor for the simple server.
  • Implement functionality that allows a data refinery instance to look at another instance to snag quantiles for platforms. This provides a more federated system where individual sites could run their own data refineries.
  • Spin up a data refinery at the UCSC treehouse that snags quantiles and surveys their controlled access data. The final outputs (summarized gene expression values) would be processed in the manner ours are and also should not be controlled access at that stage.

Contributor guide

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Review the Treehouse site and the four proposed paths: a stub server, a surveyor, cross-instance quantile retrieval, and a UCSC Treehouse data refinery. Before implementation, clarify which path is in scope, the standard format and interfaces, and what successful federated outputs should contain.

Written by the indexing model from the issue text.

Assessment

Domain
bioinformatics, data-engineering, distributed-systems
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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