[Bug]: Clickhouse storage fails when filtering some small floating point numbers

[levand]

What happened?

When using the Clickhouse backend and sending a query that filters by metadata, Clickhouse throws a perplexing error of the form:

"error":"DatabaseError(\":HTTPDriver for http://test_clickhouse:8123 returned response code 400)\\n Code: 62. DB::Exception: Syntax error: failed at position 291 (')') (line 1, col 291): ))) AND collection_uuid = 'b79dba7f-b63d-46de-a161-c19ed1a0714b' ORDER BY collection_uuid\\n LIMIT 5000\\n FORMAT Native. Expected one of: token, DoubleColon\")"}

Example query to demonstrate the issue:

collection.get(where={'foo': {'$gt': 1.1125369292536007e-308}})

I have temporarily worked around this by casting all filter inputs in Clickhouse to float32 using numpy.float32(). But it shouldn't happen.

Versions

Chroma v0.3.22, Python 3.10

Relevant log output

No response