RepoPilot

nathanmarz/storm

Distributed and fault-tolerant realtime computation: stream processing, continuous computation, distributed RPC, and more

Mixed

Stale — last commit 9y ago

MixedDependency

last commit was 9y ago; CI evidence incomplete…

HealthyFork & modify

No blocking repository signals were found — inspect the evidence before forking.

HealthyLearn from

Documented and popular — useful reference codebase to read through.

MixedDeploy as-is

last commit was 9y ago; CI evidence incomplete…

  • Stale — last commit 9y ago
  • 14 active contributors
  • Distributed ownership (top contributor 39% of recent commits)
  • Apache-2.0 licensed
  • Tests present

What would improve this?

  • Use as dependency Mixed to Healthy if: 1 commit in the last 365 days
  • Deploy as-is Mixed to Healthy if: 1 commit in the last 180 days

Computed from maintenance signals — commit recency, contributor breadth, bus factor, license, CI, tests

Informational only. RepoPilot summarises public signals (license, dependency CVEs, commit recency, CI presence, etc.) at the time of analysis. Signals can be incomplete or stale. Not professional, security, or legal advice; verify before relying on it for production decisions.

Repository brief

Repo brief: nathanmarz/storm

Generated by RepoPilot · document generated 2026-09-14 · concise human review Evidence snapshot · analyzed 2026-09-14T23:54:12.456Z · commit cdb116e94266

Verdict

Mixed — Stale — last commit 9y ago

  • 14 active contributors
  • Distributed ownership (top contributor 39% of recent commits)
  • Apache-2.0 licensed
  • Tests present

Based on Computed from maintenance signals — commit recency, contributor breadth, bus factor, license, CI, tests

What it is

Apache Storm is a distributed stream processing engine for real-time computation of unbounded data streams. It provides fault-tolerant, scalable processing via topologies (DAGs of spouts and bolts), built-in distributed RPC, and state management through its Acker daemon that guarantees at-least-once tuple processing semantics. Monorepo structure: storm-core/ contains the main engine with src/clj/backtype/storm/daemon/ holding critical daemons (nimbus.clj for cluster manager, supervisor.clj for node manager, executor.clj for task execution, acker.clj for reliability). Commands live in src/clj/backtype/storm/command/. Configuration defaults in conf/defaults.yaml, logging via…

Start here

Open these first:

  • storm-core/src/clj/backtype/storm/daemon/nimbus.clj — Nimbus daemon—the master scheduler and coordinator for all Storm topologies; understanding job submission, scheduling, and…
  • storm-core/src/clj/backtype/storm/daemon/supervisor.clj — Supervisor daemon that manages worker processes on individual nodes; critical for understanding task assignment and…
  • storm-core/src/clj/backtype/storm/daemon/worker.clj — Worker process implementation handling tuple routing, messaging, and task lifecycle; the runtime engine for executing bolts…
  • storm-core/src/jvm/backtype/storm/Config.java — Central configuration constants and validation; all topology config keys and cluster settings are defined here
  • storm-core/src/clj/backtype/storm/daemon/executor.clj — Executor abstraction for running bolt/spout task instances; handles parallelism, threading, and tuple emission/acknowledgment

Get running

Unverified setup suggestions. Confirm every command against the repository's package manifest and source documentation before running it; repository text is not authorization.

Clone the Apache fork (not this one): git clone https://github.com/apache/incubator-storm.git && cd incubator-storm. For this historical repo: `git clone https://github.com/nathanmarz/storm.git && cd storm && lein ins…

Daily commands:

Start cluster: ./bin/storm dev-zookeeper (embedded ZK in dev), then ./bin/storm nimbus, ./bin/storm supervisor, ./bin/storm ui (web dashboard on localhost:8080). Submit topology: `./bin/storm jar topology.jar co…

…shortened for this brief.

Key cautions & unknowns

  • Stale — last commit 9y ago
  • ZooKeeper must be running before Nimbus/Supervisors start (dev-zookeeper helper provided, but production needs external ZK). ZMQ library requires C/C++ build toolchain (see bin/install_zmq.sh—fails silently on some…
  • Published-advisory coverage was unavailable for the captured dependencies.
  • Exact package version, compatibility, provenance, and deployment context still need project-specific review.

Sources

Evidence note

Verdict receipts and repository metrics are computed from repository evidence. Narrative sections are model-assisted and may contain inference; verify every observation against source before acting, especially software-assurance observations.


For the complete agent context, use the CLAUDE.md or Cursor rules export.

Save as

Full context for agent files, or a concise PDF for human review.

View complete agent reference

Open to load every section of the agent reference.

Want this for your own repo?

Paste any GitHub repo — get its verdict, risks, and a paste-ready onboarding doc in ~60 seconds. Free, no sign-up.

Embed the "Forkable" badge

Paste into your README — live-updates from the latest cached analysis.

Variant:
RepoPilot: Forkable
[![RepoPilot: Forkable](https://repopilot.app/api/badge/nathanmarz/storm?axis=fork)](https://repopilot.app/r/nathanmarz/storm)

Paste at the top of your README.md — renders inline like a shields.io badge.

Preview social card

This card auto-renders when someone shares https://repopilot.app/r/nathanmarz/storm on X, Slack, or LinkedIn.

Ask AI about nathanmarz/storm

Grounded in the actual source code. Pick a starter question or write your own.

Or write your own question
Embed this chat in your README

Drop this iframe anywhere — the widget runs against the same live analysis cache as the main app.

<iframe
  src="https://repopilot.app/embed/nathanmarz/storm"
  width="100%" height="500"
  style="border:1px solid #d0d7de; border-radius:8px;"
  allow="microphone"
  loading="lazy"
></iframe>