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feat!: change default read_consistency_interval=5s (#2281)
Previously, when we loaded the next version of the table, we would block all reads with a write lock. Now, we only do that if `read_consistency_interval=0`. Otherwise, we load the next version asynchronously in the background. This should mean that `read_consistency_interval > 0` won't have a meaningful impact on latency. Along with this change, I felt it was safe to change the default consistency interval to 5 seconds. The current default is `None`, which means we will **never** check for a new version by default. I think that default is contrary to most users expectations.
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@@ -315,6 +315,11 @@ def test_table():
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db = lancedb.connect(uri, read_consistency_interval=timedelta(seconds=5))
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tbl = db.open_table("test_table")
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# --8<-- [end:table_eventual_consistency]
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# --8<-- [start:table_no_consistency]
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uri = "data/sample-lancedb"
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db = lancedb.connect(uri, read_consistency_interval=None)
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tbl = db.open_table("test_table")
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# --8<-- [end:table_no_consistency]
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# --8<-- [start:table_checkout_latest]
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tbl = db.open_table("test_table")
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@@ -562,13 +567,19 @@ async def test_table_async():
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async_db = await lancedb.connect_async(uri, read_consistency_interval=timedelta(0))
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async_tbl = await async_db.open_table("test_table_async")
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# --8<-- [end:table_async_strong_consistency]
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# --8<-- [start:table_async_ventual_consistency]
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# --8<-- [start:table_async_eventual_consistency]
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uri = "data/sample-lancedb"
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async_db = await lancedb.connect_async(
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uri, read_consistency_interval=timedelta(seconds=5)
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)
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async_tbl = await async_db.open_table("test_table_async")
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# --8<-- [end:table_async_eventual_consistency]
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# --8<-- [start:table_async_no_consistency]
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uri = "data/sample-lancedb"
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async_db = await lancedb.connect_async(uri, read_consistency_interval=None)
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async_tbl = await async_db.open_table("test_table_async")
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# --8<-- [end:table_async_no_consistency]
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# --8<-- [start:table_async_checkout_latest]
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async_tbl = await async_db.open_table("test_table_async")
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