Scalar quantization reliability test #228
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trengrj
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Jul 16, 2024
apps/replicated-import/run.py
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| "vectorIndexConfig": { | ||
| "sq": {"enabled": True, "trainingLimit": 10000, "rescoreLimit": 20}, |
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Hi @donomii, this should fail due to additional validation weaviate/weaviate#5341. Both PQ and SQ require that either async indexing is enabled or that they are enabled post loading some data. You can use this import script on the other PR to show how importing is paused while PQ/SQ is enabled
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I added the ASYNC_INDEXING environment variable, since this seemed to make the most sense for the test. So now the test confirms that a node can crash while objects are being queued for later indexing, and import still works.
Update schema to use bigram vectors and scalar quantization Use bigram vectorizer in trigram mode to give (sparse) 16k vectors Print container name ? Add the actual shell script linter Actually run the test
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This reverts commit f65942b.
…te/weaviate-chaos-engineering into scalar-quantization-reliability-2
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Adds a test that imports long sparse vectors to a cluster in Scalar Quantization mode, and randomly crashes a node to simulate cluster failure.