pandrs 0.3.0

A high-performance DataFrame library for Rust, providing pandas-like API with advanced features including SIMD optimization, parallel processing, and distributed computing capabilities
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46

//! Comparison operation helper functions

use crate::core::error::Result;
use crate::dataframe::DataFrame;

/// Element-wise greater than comparison
pub fn gt(df: &DataFrame, column: &str, value: f64) -> Result<Vec<bool>> {
    let values = df.get_column_numeric_values(column)?;
    Ok(values.iter().map(|v| !v.is_nan() && *v > value).collect())
}

/// Element-wise greater than or equal comparison
pub fn ge(df: &DataFrame, column: &str, value: f64) -> Result<Vec<bool>> {
    let values = df.get_column_numeric_values(column)?;
    Ok(values.iter().map(|v| !v.is_nan() && *v >= value).collect())
}

/// Element-wise less than comparison
pub fn lt(df: &DataFrame, column: &str, value: f64) -> Result<Vec<bool>> {
    let values = df.get_column_numeric_values(column)?;
    Ok(values.iter().map(|v| !v.is_nan() && *v < value).collect())
}

/// Element-wise less than or equal comparison
pub fn le(df: &DataFrame, column: &str, value: f64) -> Result<Vec<bool>> {
    let values = df.get_column_numeric_values(column)?;
    Ok(values.iter().map(|v| !v.is_nan() && *v <= value).collect())
}

/// Element-wise equality comparison
pub fn eq_value(df: &DataFrame, column: &str, value: f64) -> Result<Vec<bool>> {
    let values = df.get_column_numeric_values(column)?;
    Ok(values
        .iter()
        .map(|v| !v.is_nan() && (*v - value).abs() < f64::EPSILON)
        .collect())
}

/// Element-wise not equal comparison
pub fn ne_value(df: &DataFrame, column: &str, value: f64) -> Result<Vec<bool>> {
    let values = df.get_column_numeric_values(column)?;
    Ok(values
        .iter()
        .map(|v| v.is_nan() || (*v - value).abs() >= f64::EPSILON)
        .collect())
}