README
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Iter8: Metrics-Driven Release Optimizer
Iter8 is a metrics-driven release optimizer built for DevSecOps, MLOps, SRE and data science teams. Iter8 makes it easy to ensure that new versions of apps and ML models perform well, are secure, and maximize business value.
🚀 Features at a glance
- Load test, benchmark and validate HTTP services with SLOs
- Load test, benchmark and validate gRPC services with SLOs
- Use in GitHub Action workflows
Please see https://iter8.tools for the complete documentation.
🍁 Issues
Iter8 issues are tracked here.
🎉 Contributing
We welcome PRs!
See here for information about ways to contribute, Iter8 community meetings, finding an issue, asking for help, pull-request lifecycle, and more.
🌺 Credits
Iter8 is primarily written in Go and builds on a few awesome open source projects including:
Documentation
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Overview ¶
Package main is the entry point for the Iter8 CLI. Iter8: Kubernetes testing platform built for DevOps, MLOps, SRE, and data science teams. Iter8 experiments make it simple to collect performance and business metrics for apps and ML models, assess, compare and validate one or more app/ML model versions, promote the winning version, and maximize business value in each release.
Source Files
Directories
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| Path | Synopsis |
|---|---|
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Package action contains the logic for each action that Iter8 can perform.
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Package action contains the logic for each action that Iter8 can perform. |
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report
Package report contains primitives for reporting the results of an experiment.
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Package report contains primitives for reporting the results of an experiment. |
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Package base defines Iter8's experiment, task and metric data structures.
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Package base defines Iter8's experiment, task and metric data structures. |
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internal
Package internal provides gRPC code used for testing load-test-grpc
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Package internal provides gRPC code used for testing load-test-grpc |
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internal/helloworld/helloworld
Package helloworld implements the helloworld grpc service.
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Package helloworld implements the helloworld grpc service. |
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log
Package log enables logging for Iter8.
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Package log enables logging for Iter8. |
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Package cmd defines the Iter8 CLI commands and their flags.
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Package cmd defines the Iter8 CLI commands and their flags. |
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Package driver enables interaction with experiment resources.
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Package driver enables interaction with experiment resources. |