`readRecords` should not discard `null` values

[ad-si]

Have you tried latest version of polars?

• [yes]

What version of polars are you using?

0.15

What operating system are you using polars on?

macOS Sonoma 14.6.1 arm64

What node version are you using

bun 1.1.26

Describe your bug.

readRecords discards columns with all null values.

What are the steps to reproduce the behavior?

import { DataFrame, DataType, pl } from "nodejs-polars"

console.log(
  pl.readRecords([
    { name: "John", color: "green", height: null },
    { name: "Anna", color: "green", height: null },
  ]),
)

What is the actual behavior?

shape: (2, 2)
┌──────┬───────┐
│ name ┆ color │
│ ---  ┆ ---   │
│ str  ┆ str   │
╞══════╪═══════╡
│ John ┆ green │
│ Anna ┆ green │
└──────┴───────┘

What is the expected behavior?

shape: (2, 3)
┌──────┬───────┬────────┐
│ name ┆ color ┆ height │
│ ---  ┆ ---   ┆ ---    │
│ str  ┆ str   ┆ str    │
╞══════╪═══════╪════════╡
│ John ┆ green ┆ null   │
│ Anna ┆ green ┆ null   │
└──────┴───────┴────────┘

[ad-si]

Also: readJSON does the right thing.

console.log(
  pl.readJSON(JSON.stringify([
    { name: "John", color: "green", height: null },
    { name: "Anna", color: "green", height: null },
  ])),
)

[Bidek56]

Please pass a schema to get your expected results. Thx

const rows = [
  { name: "John", color: "green", height: null },
  { name: "Anna", color: "green", height: null },
];

const schema = { name: pl.String, color: pl.String, height: pl.String,};

console.log( pl.readRecords(rows, { schema } ));

[Bidek56]

@ad-si Does the above solution works for you? Can this be closed? Thx

[ad-si]

Your solution is a workaround and not a fix. So the issue itself still stands.

[ad-si]

Except one issue in my expected behavior table: The column should actually have the type Unknown https://docs.pola.rs/api/python/stable/reference/api/polars.datatypes.Unknown.html#polars.datatypes.Unknown