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Description
Explorer Issue #1115 (Livebook Contents)
Mix.install([
{:explorer, "~> 0.11.0"},
{:kino_pythonx, "~> 0.1.0"},
{:pythonx, "~> 0.4.2"},
])[project]
name = "project"
version = "0.0.0"
requires-python = "==3.13.*"
dependencies = [
"polars==1.32.3"
]Data
data = %{
a: [1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4],
b: [99, 1, 1, 99, 99, 99, 1, 1, 1, 1, 99, 99]
}%{a: [1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4], b: [99, 1, 1, 99, 99, 99, 1, 1, 1, 1, 99, 99]}
Python
import polars as pl
df_polars = (
pl.DataFrame(data)
.group_by(pl.col("a"))
.agg(pl.col("b").filter(pl.col("b") > 40).mean())
)
df_polars#Pythonx.Object<
shape: (4, 2)
┌─────┬──────┐
│ a ┆ b │
│ --- ┆ --- │
│ i64 ┆ f64 │
╞═════╪══════╡
│ 3 ┆ 99.0 │
│ 2 ┆ 99.0 │
│ 1 ┆ 99.0 │
│ 4 ┆ 99.0 │
└─────┴──────┘
>
Elixir
require Explorer.DataFrame, as: DF
df_explorer =
data
|> DF.new()
|> DF.group_by("a")
|> DF.summarise(b |> filter(_ > 40) |> mean)** (ArgumentError) expected a variable to be given to var!, got: Explorer.DataFrame.pull(var!(df, Explorer.Query), :df)
(elixir 1.18.3) expanding macro: Kernel.var!/2
#cell:pfefn52y4pwggjrl:7: (file)
(explorer 0.11.0) expanding macro: Explorer.Query.query/1
#cell:pfefn52y4pwggjrl:7: (file)
(elixir 1.18.3) expanding macro: Kernel.|>/2
#cell:pfefn52y4pwggjrl:7: (file)
(elixir 1.18.3) expanding macro: Kernel.|>/2
#cell:pfefn52y4pwggjrl:7: (file)
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