CDCgov / CDCgov/cfa-cloudops

[EPIC | CO] - Workflow Performance Reporting

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Epic
Dominant language
Python
Stars
2
Forks
1
Avg merge
1d 11h
Merged PRs (30d)
6

Description

Summary
Objective: produce a pdf report capturing runtime metrics in Azure Batch.
Pain points: there currently isn't a way to compare various runtime metrics if models change or VM node sizes change.
Success measure: report with specified metrics can be produced on demand.
Timeline: not set yet
Stakeholders: Tom Hladish, Nick Adams

Components

  • Documentation
  • Code Updates
  • New Functionality
  • Dagster Integration
  • Azure Expertise

Resources
doc

Contributor guide

Open the contributing guide

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

Start by reviewing the repository and the linked resource for existing Azure Batch workflow and runtime-metric handling. Clarify which metrics and VM or model comparisons the report must support, then identify the entry point for on-demand generation. Done means a PDF report can be produced on demand with the specified metrics.

Written by the indexing model from the issue text.

Assessment

Tech stack
azure, python
Domain
cloud, performance
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Active
Clarity
Mostly clear
Newbie friendliness
35/100

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