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signoz/pkg/querybuilder
Nikhil Soni b770c249a0 feat(querier): read traces json numbers as toFloat64OrNull and index that (#13101)
#### Description

- The querier reads a traces JSON number as
`toFloat64OrNull(p::String)`: every numeric type and a numeric string
read as Float64. Replaces the `dynamicType` gate around
`accurateCastOrNull`.
- The `toFloat64` collision cast leaves a read already starting
`toFloat64OrNull(` bare.

Why avoiding the `toFloat64` wrapper on json number queries?
The wrapper exists for the map (`Bad get: has UInt64, requested
Float64`) and hid the read from its skip index.



#### Additional Information

- A number-typed key now matches a value stored as a numeric string
(`"404"`), and an integer above 2^53 reads rounded instead of NULL.

#### Performance Impact
Almost none

```
case: num = all values already numbers
case: mixed = values are numbers and stringified mixed
rows: 20M
┌──────────────────────────────────────────────────────┬───────┬─────────────┬─────────┐
│                         Read                         │  num  │    mixed    │   ≈     │
│                                                      │       │             │ ns/row  │
├──────────────────────────────────────────────────────┼───────┼─────────────┼─────────┤
│ new toFloat64OrNull(p::String)                       │ 0.56s │ 0.56s       │ 28      │
├──────────────────────────────────────────────────────┼───────┼─────────────┼─────────┤
│ old dynamicType gate (the QB wrapped it in           │ 0.57s │ 0.77s       │ 29 / 38 │
│ toFloat64)                                           │       │             │         │
└──────────────────────────────────────────────────────┴───────┴─────────────┴─────────┘
```
2026-10-16 14:04:08 +00:00
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