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- Add a `Datum::Missing` and `MissingDatum`, which records the intended datum type and an optional start time for a sample which could not be produced. - Database upgrades which make all scalar datum columns Nullable. Array fields are _not_ made Nullable, since ClickHouse doesn't support composite types like arrays inside a Nullable wrapper type. The empty array is used as a sentinel, which is OK since we can't have zero-length array histograms in Oximeter. Add a test which will fail if we ever change that. - Rework database serialization to handle Nullable types or empty arrays. This uses a new helper trait to convert a NULL (which has no type information) to the intended datum type, or an empty array to a histogram. - Add a test for each measurement type that we can recover a missing sample of that type -- NULLs for scalar values and empty arrays for histograms.
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ALTER TABLE oximeter.measurements_bool_local MODIFY COLUMN datum Nullable(UInt8) |
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ALTER TABLE oximeter.measurements_bool MODIFY COLUMN datum Nullable(UInt8) |
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ALTER TABLE oximeter.measurements_i8_local MODIFY COLUMN datum Nullable(Int8) |
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ALTER TABLE oximeter.measurements_i8 MODIFY COLUMN datum Nullable(Int8) |
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ALTER TABLE oximeter.measurements_u8_local MODIFY COLUMN datum Nullable(UInt8) |
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ALTER TABLE oximeter.measurements_u8 MODIFY COLUMN datum Nullable(UInt8) |
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ALTER TABLE oximeter.measurements_i16_local MODIFY COLUMN datum Nullable(Int16) |
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ALTER TABLE oximeter.measurements_i16 MODIFY COLUMN datum Nullable(Int16) |
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ALTER TABLE oximeter.measurements_u16_local MODIFY COLUMN datum Nullable(UInt16) |
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ALTER TABLE oximeter.measurements_u16 MODIFY COLUMN datum Nullable(UInt16) |
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ALTER TABLE oximeter.measurements_i32_local MODIFY COLUMN datum Nullable(Int32) |
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ALTER TABLE oximeter.measurements_i32 MODIFY COLUMN datum Nullable(Int32) |
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ALTER TABLE oximeter.measurements_u32_local MODIFY COLUMN datum Nullable(UInt32) |
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ALTER TABLE oximeter.measurements_u32 MODIFY COLUMN datum Nullable(UInt32) |
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ALTER TABLE oximeter.measurements_i64_local MODIFY COLUMN datum Nullable(Int64) |
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ALTER TABLE oximeter.measurements_i64 MODIFY COLUMN datum Nullable(Int64) |
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ALTER TABLE oximeter.measurements_u64_local MODIFY COLUMN datum Nullable(UInt64) |
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ALTER TABLE oximeter.measurements_u64 MODIFY COLUMN datum Nullable(UInt64) |
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ALTER TABLE oximeter.measurements_f32_local MODIFY COLUMN datum Nullable(Float32) |
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ALTER TABLE oximeter.measurements_f32 MODIFY COLUMN datum Nullable(Float32) |
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ALTER TABLE oximeter.measurements_f64_local MODIFY COLUMN datum Nullable(Float64) |
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ALTER TABLE oximeter.measurements_f64 MODIFY COLUMN datum Nullable(Float64) |
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ALTER TABLE oximeter.measurements_cumulativei64_local MODIFY COLUMN datum Nullable(Int64) |
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ALTER TABLE oximeter.measurements_cumulativei64 MODIFY COLUMN datum Nullable(Int64) |
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ALTER TABLE oximeter.measurements_cumulativeu64_local MODIFY COLUMN datum Nullable(UInt64) |
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ALTER TABLE oximeter.measurements_cumulativeu64 MODIFY COLUMN datum Nullable(UInt64) |
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ALTER TABLE oximeter.measurements_cumulativef32_local MODIFY COLUMN datum Nullable(Float32) |
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ALTER TABLE oximeter.measurements_cumulativef32 MODIFY COLUMN datum Nullable(Float32) |
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ALTER TABLE oximeter.measurements_cumulativef64_local MODIFY COLUMN datum Nullable(Float64) |
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ALTER TABLE oximeter.measurements_cumulativef64 MODIFY COLUMN datum Nullable(Float64) |
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ALTER TABLE oximeter.measurements_string_local MODIFY COLUMN datum Nullable(String); |
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ALTER TABLE oximeter.measurements_string MODIFY COLUMN datum Nullable(String); |
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