9bdcbe0447
Major integrations and fixes: - Added BACKBEAT SDK integration for P2P operation timing - Implemented beat-aware status tracking for distributed operations - Added Docker secrets support for secure license management - Resolved KACHING license validation via HTTPS/TLS - Updated docker-compose configuration for clean stack deployment - Disabled rollback policies to prevent deployment failures - Added license credential storage (CHORUS-DEV-MULTI-001) Technical improvements: - BACKBEAT P2P operation tracking with phase management - Enhanced configuration system with file-based secrets - Improved error handling for license validation - Clean separation of KACHING and CHORUS deployment stacks 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
89 lines
3.8 KiB
Markdown
89 lines
3.8 KiB
Markdown
# Go memory watchdog
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> 🐺 A library to curb OOMs by running Go GC according to a user-defined policy.
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[](https://godoc.org/github.com/raulk/go-watchdog)
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[](https://circleci.com/gh/raulk/go-watchdog)
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Package watchdog runs a singleton memory watchdog in the process, which
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watches memory utilization and forces Go GC in accordance with a
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user-defined policy.
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There three kinds of watchdogs:
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1. heap-driven (`watchdog.HeapDriven()`): applies a heap limit, adjusting GOGC
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dynamically in accordance with the policy.
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2. system-driven (`watchdog.SystemDriven()`): applies a limit to the total
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system memory used, obtaining the current usage through elastic/go-sigar.
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3. cgroups-driven (`watchdog.CgroupDriven()`): discovers the memory limit from
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the cgroup of the process (derived from /proc/self/cgroup), or from the
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root cgroup path if the PID == 1 (which indicates that the process is
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running in a container). It uses the cgroup stats to obtain the
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current usage.
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The watchdog's behaviour is controlled by the policy, a pluggable function
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that determines when to trigger GC based on the current utilization. This
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library ships with two policies:
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1. watermarks policy (`watchdog.NewWatermarkPolicy()`): runs GC at configured
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watermarks of memory utilisation.
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2. adaptive policy (`watchdog.NewAdaptivePolicy()`): runs GC when the current
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usage surpasses a dynamically-set threshold.
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You can easily write a custom policy tailored to the allocation patterns of
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your program.
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## Recommended way to set up the watchdog
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The recommended way to set up the watchdog is as follows, in descending order
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of precedence. This logic assumes that the library supports setting a heap
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limit through an environment variable (e.g. MYAPP_HEAP_MAX) or config key.
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1. If heap limit is set and legal, initialize a heap-driven watchdog.
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2. Otherwise, try to use the cgroup-driven watchdog. If it succeeds, return.
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3. Otherwise, try to initialize a system-driven watchdog. If it succeeds, return.
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4. Watchdog initialization failed. Log a warning to inform the user that
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they're flying solo.
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## Running the tests
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Given the low-level nature of this component, some tests need to run in
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isolation, so that they don't carry over Go runtime metrics. For completeness,
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this module uses a Docker image for testing, so we can simulate cgroup memory
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limits.
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The test execution and docker builds have been conveniently packaged in a
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Makefile. Run with:
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```shell
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$ make
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```
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## Why is this even needed?
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The garbage collector that ships with the go runtime is pretty good in some
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regards (low-latency, negligible no stop-the-world), but it's insatisfactory in
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a number of situations that yield ill-fated outcomes:
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1. it is incapable of dealing with bursty/spiky allocations efficiently;
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depending on the workload, the program may OOM as a consequence of not
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scheduling GC in a timely manner.
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2. part of the above is due to the fact that go doesn't concern itself with any
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limits. To date, it is not possible to set a maximum heap size.
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2. its default policy of scheduling GC when the heap doubles, coupled with its
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ignorance of system or process limits, can easily cause it to OOM.
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For more information, check out these GitHub issues:
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* https://github.com/golang/go/issues/42805
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* https://github.com/golang/go/issues/42430
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* https://github.com/golang/go/issues/14735
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* https://github.com/golang/go/issues/16843
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* https://github.com/golang/go/issues/10064
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* https://github.com/golang/go/issues/9849
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## License
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Dual-licensed: [MIT](./LICENSE-MIT), [Apache Software License v2](./LICENSE-APACHE), by way of the
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[Permissive License Stack](https://protocol.ai/blog/announcing-the-permissive-license-stack/).
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