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Add ElasticIterDatasetIterator to handle scaling up and down between checkpoints.#1218

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copybara-service[bot] merged 1 commit into
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test_864910611
Jun 19, 2026
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Add ElasticIterDatasetIterator to handle scaling up and down between checkpoints.#1218
copybara-service[bot] merged 1 commit into
mainfrom
test_864910611

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@copybara-service copybara-service Bot commented Feb 10, 2026

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Add ElasticIterDatasetIterator to handle scaling up and down between checkpoints.

  • Allows users to keep their pipelines elastic and restore from a checkpoint with variable amount of hosts

Limitations

  • Does not guarantee determinism between scaling
  • The limit of parallelism is the number of shards
  • Currently doesn't support multiprocessing

@copybara-service copybara-service Bot force-pushed the test_864910611 branch 8 times, most recently from 4976bd5 to c3c0aa5 Compare February 12, 2026 22:09
@copybara-service copybara-service Bot force-pushed the test_864910611 branch 6 times, most recently from fd764a3 to def5735 Compare March 6, 2026 23:33
@copybara-service copybara-service Bot force-pushed the test_864910611 branch 6 times, most recently from ccaaaac to 3d313d3 Compare March 27, 2026 00:43
@copybara-service copybara-service Bot force-pushed the test_864910611 branch 3 times, most recently from 3ecd648 to ea3f8db Compare April 14, 2026 16:23
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@copybara-service copybara-service Bot force-pushed the test_864910611 branch 2 times, most recently from c5145db to f9858ba Compare June 19, 2026 00:19
…n checkpoints.

* Allows users to keep their pipelines elastic and restore from a checkpoint with variable amount of hosts

Limitations
* Does not guarantee determinism between scaling
* The limit of parallelism is the number of shards
* Currently doesn't support multiprocessing

PiperOrigin-RevId: 934647127
@copybara-service copybara-service Bot merged commit b01eac4 into main Jun 19, 2026
@copybara-service copybara-service Bot deleted the test_864910611 branch June 19, 2026 01:12
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