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# Image Registry rate limiting
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As of November 2020 Docker Hub pulls are rate limited.
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As Testcontainers uses Docker Hub for standard images, some users may hit these rate limits and should mitigate accordingly.
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This page sets out recommended options for Testcontainers users.
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Some combination of these approaches should be considered, taking into consideration the differences between local development and CI environments.
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## Considerations for local dev vs CI
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### Local development
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## Options
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### Do nothing
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### Use an authenticated Docker Hub account
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### Deploy a Registry server to act as a read-through cache
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### Copy required images to a private registry and update references to images in test code
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### Copy required images to a private registry and apply image name substitution

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