twitter-archive/ambrose
A platform for visualization and real-time monitoring of data workflows observed · 2026-08-28
Health v2 · maintenance only
10/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases archived
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 5243
- days_rel: n/a
- days_push: 2415
- n_releases_24m: 0
Adoption not part of the score
1170 stars · 195 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
Twitter Ambrose is a platform for visualization and real-time monitoring of MapReduce data workflows on Hadoop clusters. It provides a web UI showing workflow progress, job dependency graphs, and job status tables for runtimes like Pig, Hive, Cascading, and Scalding.
Use cases
- monitor hadoop mapreduce job progress in real time
- visualize dependencies between jobs in a data workflow
- track pig script execution with line highlighting
- see which jobs consume the most cluster resources
- debug workflow failures with a job status table
When to choose
- you run legacy Hadoop MapReduce workflows with Pig, Hive, Cascading, or Scalding and need a visual monitoring UI
- you want a self-hosted dashboard for job dependencies and resource consumption
When to avoid
- you need a maintained tool - the project is explicitly no longer maintained
- you use modern workflow engines like Spark, Airflow, or cloud-native schedulers
- your stack is not JVM/Hadoop based
Facets
application · maturity abandoned
monitoring data-visualization web-framework big-data monitoring data-visualization jvm hadoop mapreduce pig hive cascading scalding workflow-monitoring d3js unmaintained data-engineering web-server
1 source
- readme: https://github.com/twitter-archive/ambrose · fetched 2026-08-28 · 27a3c860a6d0
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| twitter-archive/ambrose | main | 10 |
For agents
markdown · JSON · MCP: product_card(name="twitter-archive/ambrose")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem