--- title: experimental.fill() function description: > `experimental.fill()` replaces all null values in the `_value` column with a non-null value. menu: flux_v0_ref: name: experimental.fill parent: experimental identifier: experimental/fill weight: 101 flux/v0/tags: [transformations] introduced: 0.112.0 --- `experimental.fill()` replaces all null values in the `_value` column with a non-null value. ##### Function type signature ```js (<-tables: stream[{B with _value: A}], ?usePrevious: bool, ?value: A) => stream[{B with _value: A}] ``` {{% caption %}} For more information, see [Function type signatures](/flux/v0/function-type-signatures/). {{% /caption %}} ## Parameters ### value Value to replace null values with. Data type must match the type of the `_value` column. ### usePrevious Replace null values with the value of the previous non-null row. ### tables Input data. Default is piped-forward data (`<-`). ## Examples - [Fill null values with a specified non-null value](#fill-null-values-with-a-specified-non-null-value) - [Fill null values with the previous non-null value](#fill-null-values-with-the-previous-non-null-value) ### Fill null values with a specified non-null value ```js import "experimental" import "sampledata" sampledata.int(includeNull: true) |> experimental.fill(value: 0) ``` {{< expand-wrapper >}} {{% expand "View example input and output" %}} #### Input data | _time | _value | *tag | | -------------------- | ------- | ---- | | 2021-01-01T00:00:00Z | -2 | t1 | | 2021-01-01T00:00:10Z | | t1 | | 2021-01-01T00:00:20Z | 7 | t1 | | 2021-01-01T00:00:30Z | | t1 | | 2021-01-01T00:00:40Z | | t1 | | 2021-01-01T00:00:50Z | 4 | t1 | | _time | _value | *tag | | -------------------- | ------- | ---- | | 2021-01-01T00:00:00Z | | t2 | | 2021-01-01T00:00:10Z | 4 | t2 | | 2021-01-01T00:00:20Z | -3 | t2 | | 2021-01-01T00:00:30Z | 19 | t2 | | 2021-01-01T00:00:40Z | | t2 | | 2021-01-01T00:00:50Z | 1 | t2 | #### Output data | _time | _value | *tag | | -------------------- | ------- | ---- | | 2021-01-01T00:00:00Z | -2 | t1 | | 2021-01-01T00:00:10Z | 0 | t1 | | 2021-01-01T00:00:20Z | 7 | t1 | | 2021-01-01T00:00:30Z | 0 | t1 | | 2021-01-01T00:00:40Z | 0 | t1 | | 2021-01-01T00:00:50Z | 4 | t1 | | _time | _value | *tag | | -------------------- | ------- | ---- | | 2021-01-01T00:00:00Z | 0 | t2 | | 2021-01-01T00:00:10Z | 4 | t2 | | 2021-01-01T00:00:20Z | -3 | t2 | | 2021-01-01T00:00:30Z | 19 | t2 | | 2021-01-01T00:00:40Z | 0 | t2 | | 2021-01-01T00:00:50Z | 1 | t2 | {{% /expand %}} {{< /expand-wrapper >}} ### Fill null values with the previous non-null value ```js import "experimental" import "sampledata" sampledata.int(includeNull: true) |> experimental.fill(usePrevious: true) ``` {{< expand-wrapper >}} {{% expand "View example input and output" %}} #### Input data | _time | _value | *tag | | -------------------- | ------- | ---- | | 2021-01-01T00:00:00Z | -2 | t1 | | 2021-01-01T00:00:10Z | | t1 | | 2021-01-01T00:00:20Z | 7 | t1 | | 2021-01-01T00:00:30Z | | t1 | | 2021-01-01T00:00:40Z | | t1 | | 2021-01-01T00:00:50Z | 4 | t1 | | _time | _value | *tag | | -------------------- | ------- | ---- | | 2021-01-01T00:00:00Z | | t2 | | 2021-01-01T00:00:10Z | 4 | t2 | | 2021-01-01T00:00:20Z | -3 | t2 | | 2021-01-01T00:00:30Z | 19 | t2 | | 2021-01-01T00:00:40Z | | t2 | | 2021-01-01T00:00:50Z | 1 | t2 | #### Output data | _time | _value | *tag | | -------------------- | ------- | ---- | | 2021-01-01T00:00:00Z | -2 | t1 | | 2021-01-01T00:00:10Z | -2 | t1 | | 2021-01-01T00:00:20Z | 7 | t1 | | 2021-01-01T00:00:30Z | 7 | t1 | | 2021-01-01T00:00:40Z | 7 | t1 | | 2021-01-01T00:00:50Z | 4 | t1 | | _time | _value | *tag | | -------------------- | ------- | ---- | | 2021-01-01T00:00:00Z | | t2 | | 2021-01-01T00:00:10Z | 4 | t2 | | 2021-01-01T00:00:20Z | -3 | t2 | | 2021-01-01T00:00:30Z | 19 | t2 | | 2021-01-01T00:00:40Z | 19 | t2 | | 2021-01-01T00:00:50Z | 1 | t2 | {{% /expand %}} {{< /expand-wrapper >}}