ORNL/flowcept

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Runtime provenance for AI and scientific workflows—capture, enrich, and query workflow data via observability adapters and code annotation across edge, cloud, and HPC.

Stars: 36
Forks: 19
Open beginner issues: 0
Indexed issues: 18

Dominant language: Python
License: MIT
Last GitHub push: Jul 20, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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18 open issues indexed

DocumentInserter drops whole task batches when a payload key contains a dot Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

ORNL/flowcept#352 · Opened Sep 8, 2026
I had to pin PyRedis version due to new update causing errors; see if we can unpin it Open

Dependency-mgmt devops priority:low

Difficulty 3/5 1-2 days Newbie friendliness 45/100

ORNL/flowcept#327 · Opened Jun 10, 2026
Add example test for login node example workflow on Frontier Open

Difficulty 4/5 3-5 days Newbie friendliness 50/100

ORNL/flowcept#323 · Opened May 22, 2026
`db_flush_mode` should actually be `buffer_flush_mode` because it's used even without dbs Open

code-enhancement

Difficulty 3/5 1-2 days Newbie friendliness 25/100

ORNL/flowcept#308 · Opened Mar 18, 2026
Enable sending multiple `data` fields, each with its own `metadata` if needed Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ORNL/flowcept#275 · Opened Sep 11, 2025
Allow user to specify where they want to capture telemetry Open

ORNL/flowcept#248 · 1 assignee · Opened Jun 10, 2025
Standardize telemetry_capture in the settings.yaml file Open

code-enhancement documentation priority:medium

Difficulty 5/5 Over a week Newbie friendliness 20/100

ORNL/flowcept#240 · Opened May 20, 2025
Bug in MLFlow notebook Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ORNL/flowcept#143 · Opened Sep 27, 2024
Analytics package is forcing install of unwanted libs like seaborn Open

bug Dependency-mgmt

Difficulty 3/5 1-2 days Newbie friendliness 20/100

ORNL/flowcept#128 · Opened May 30, 2024
Losing redis connection Open

bug priority:medium

Difficulty 4/5 3-5 days Newbie friendliness 30/100

ORNL/flowcept#127 · 1 comment · Opened Apr 10, 2024
Test if we are updating custom_metadata in workflows Open

priority:medium

Difficulty 2/5 1-3 hours Newbie friendliness 42/100

ORNL/flowcept#112 · Opened Feb 23, 2024
Apparent duplicate code for JSON serialization Open

code-enhancement priority:low

Difficulty 4/5 3-5 days Newbie friendliness 25/100

ORNL/flowcept#110 · Opened Feb 21, 2024
Consider creating a new type of adapter for instrumentation Open

code-enhancement new-feature priority:medium

ORNL/flowcept#109 · 1 comment · 1 assignee · Opened Feb 21, 2024
Make dependencies more flexible Open

code-enhancement Dependency-mgmt priority:medium

Difficulty 5/5 Over a week Newbie friendliness 25/100

ORNL/flowcept#106 · 1 comment · Opened Feb 16, 2024
Allow used parameters and generated results to be linked to workflows Open

code-enhancement new-feature

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ORNL/flowcept#65 · Opened May 12, 2023
Allow custom annotation within a task Open

new-feature

Difficulty 5/5 Over a week Newbie friendliness 25/100

ORNL/flowcept#64 · Opened May 12, 2023
Tensorboard interceptor keeps receiving events even after training Open

bug priority:low

Difficulty 4/5 3-5 days Newbie friendliness 20/100

ORNL/flowcept#49 · 2 comments · Opened Feb 10, 2023
Consider standardizing plugin tests Open

code-enhancement priority:low

Difficulty 5/5 Over a week Newbie friendliness 15/100

ORNL/flowcept#45 · Opened Feb 9, 2023

ORNL/flowcept

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