moved tests back into frame.rs

This commit is contained in:
Palash Tyagi 2025-04-20 01:40:50 +01:00
parent 2649d50986
commit 57e5ee38d2
2 changed files with 393 additions and 406 deletions

View File

@ -2,7 +2,6 @@ use crate::matrix::*;
use std::collections::HashMap;
use std::ops::{Index, IndexMut, Not};
/// A data frame a Matrix with stringidentified columns (columnmajor).
///
/// Restricts the element type T to anything that is at least Clone
@ -310,3 +309,396 @@ impl Not for Frame<bool> {
Frame::new(!self.matrix, self.column_names)
}
}
// Unit Tests
#[cfg(test)]
mod tests {
use super::{Frame, Matrix};
// Helper function to create a standard test frame
fn create_test_frame_i32() -> Frame<i32> {
let matrix = Matrix::from_cols(vec![
vec![1, 2, 3], // Col "A"
vec![4, 5, 6], // Col "B"
vec![7, 8, 9], // Col "C"
]);
Frame::new(matrix, vec!["A", "B", "C"])
}
fn create_test_frame_bool() -> Frame<bool> {
let matrix = Matrix::from_cols(vec![
vec![true, false], // Col "P"
vec![false, true], // Col "Q"
]);
Frame::new(matrix, vec!["P", "Q"])
}
#[test]
fn test_new_frame_success() {
let matrix = Matrix::from_cols(vec![vec![1, 2], vec![3, 4]]);
let frame = Frame::new(matrix.clone(), vec!["col1", "col2"]);
assert_eq!(frame.column_names, vec!["col1", "col2"]);
assert_eq!(frame.matrix(), &matrix);
assert_eq!(frame.lookup.get("col1"), Some(&0));
assert_eq!(frame.lookup.get("col2"), Some(&1));
assert_eq!(frame.lookup.len(), 2);
}
#[test]
#[should_panic(expected = "column name count mismatch")]
fn test_new_frame_panic_name_count_mismatch() {
let matrix = Matrix::from_cols(vec![vec![1, 2], vec![3, 4]]);
Frame::new(matrix, vec!["col1"]); // Only one name for two columns
}
#[test]
#[should_panic(expected = "duplicate column label: col1")]
fn test_new_frame_panic_duplicate_names() {
let matrix = Matrix::from_cols(vec![vec![1, 2], vec![3, 4]]);
Frame::new(matrix, vec!["col1", "col1"]); // Duplicate name
}
#[test]
fn test_accessors() {
let mut frame = create_test_frame_i32();
// matrix()
assert_eq!(frame.matrix().rows(), 3);
assert_eq!(frame.matrix().cols(), 3);
// column()
assert_eq!(frame.column("A"), &[1, 2, 3]);
assert_eq!(frame.column("C"), &[7, 8, 9]);
// column_mut()
frame.column_mut("B")[1] = 50;
assert_eq!(frame.column("B"), &[4, 50, 6]);
// column_index()
assert_eq!(frame.column_index("A"), Some(0));
assert_eq!(frame.column_index("C"), Some(2));
assert_eq!(frame.column_index("Z"), None);
// matrix_mut() - check by modifying through matrix_mut
*frame.matrix_mut().get_mut(0, 0) = 100; // Modify element at (0, 0) which is A[0]
assert_eq!(frame.column("A"), &[100, 2, 3]);
}
#[test]
#[should_panic(expected = "unknown column label: Z")]
fn test_column_panic_unknown_label() {
let frame = create_test_frame_i32();
frame.column("Z");
}
#[test]
#[should_panic(expected = "unknown column label: Z")]
fn test_column_mut_panic_unknown_label() {
let mut frame = create_test_frame_i32();
frame.column_mut("Z");
}
// #[test]
// fn test_swap_columns() {
// let mut frame = create_test_frame_i32();
// let initial_a_data = frame.column("A").to_vec();
// let initial_c_data = frame.column("C").to_vec();
// frame.swap_columns("A", "C");
// // Check names order
// assert_eq!(frame.column_names, vec!["C", "B", "A"]);
// // Check lookup map
// assert_eq!(frame.column_index("A"), Some(2));
// assert_eq!(frame.column_index("B"), Some(1));
// assert_eq!(frame.column_index("C"), Some(0));
// // Check data using new names (should be swapped)
// assert_eq!(frame.column("C"), initial_a_data); // "C" now has A's old data
// assert_eq!(frame.column("A"), initial_c_data); // "A" now has C's old data
// assert_eq!(frame.column("B"), &[4, 5, 6]); // "B" should be unchanged
// // Test swapping with self
// let state_before_self_swap = frame.clone();
// frame.swap_columns("B", "B");
// assert_eq!(frame, state_before_self_swap);
// }
#[test]
#[should_panic(expected = "unknown column label: Z")]
fn test_swap_columns_panic_unknown_a() {
let mut frame = create_test_frame_i32();
frame.swap_columns("Z", "B");
}
#[test]
#[should_panic(expected = "unknown column label: Z")]
fn test_swap_columns_panic_unknown_b() {
let mut frame = create_test_frame_i32();
frame.swap_columns("A", "Z");
}
#[test]
fn test_rename_column() {
let mut frame = create_test_frame_i32();
let original_b_data = frame.column("B").to_vec();
frame.rename("B", "Beta");
// Check names
assert_eq!(frame.column_names, vec!["A", "Beta", "C"]);
// Check lookup
assert_eq!(frame.column_index("A"), Some(0));
assert_eq!(frame.column_index("Beta"), Some(1));
assert_eq!(frame.column_index("C"), Some(2));
assert_eq!(frame.column_index("B"), None); // Old name gone
// Check data accessible via new name
assert_eq!(frame.column("Beta"), original_b_data);
}
#[test]
#[should_panic(expected = "unknown column label: Z")]
fn test_rename_panic_unknown_old() {
let mut frame = create_test_frame_i32();
frame.rename("Z", "Omega");
}
#[test]
#[should_panic(expected = "duplicate column label: C")]
fn test_rename_panic_duplicate_new() {
let mut frame = create_test_frame_i32();
frame.rename("A", "C"); // "C" already exists
}
#[test]
fn test_add_column() {
let mut frame = create_test_frame_i32();
let new_col_data = vec![10, 11, 12];
frame.add_column("D", new_col_data.clone());
// Check names
assert_eq!(frame.column_names, vec!["A", "B", "C", "D"]);
// Check lookup
assert_eq!(frame.column_index("D"), Some(3));
// Check matrix dimensions
assert_eq!(frame.matrix().cols(), 4);
assert_eq!(frame.matrix().rows(), 3);
// Check data of new column
assert_eq!(frame.column("D"), new_col_data);
// Check old columns are still there
assert_eq!(frame.column("A"), &[1, 2, 3]);
}
#[test]
#[should_panic(expected = "duplicate column label: B")]
fn test_add_column_panic_duplicate_name() {
let mut frame = create_test_frame_i32();
frame.add_column("B", vec![0, 0, 0]);
}
#[test]
#[should_panic(expected = "column length mismatch")]
fn test_add_column_panic_length_mismatch() {
let mut frame = create_test_frame_i32();
// Matrix::add_column panics if lengths mismatch
frame.add_column("D", vec![10, 11]); // Only 2 elements, expected 3
}
#[test]
fn test_delete_column() {
let mut frame = create_test_frame_i32();
let original_b_data = frame.column("B").to_vec();
let original_c_data = frame.column("C").to_vec(); // Need to check data shift
let deleted_data = frame.delete_column("B");
// Check returned data
assert_eq!(deleted_data, original_b_data);
// Check names
assert_eq!(frame.column_names, vec!["A", "C"]);
// Check lookup (rebuilt)
assert_eq!(frame.column_index("A"), Some(0));
assert_eq!(frame.column_index("C"), Some(1));
assert_eq!(frame.column_index("B"), None);
// Check matrix dimensions
assert_eq!(frame.matrix().cols(), 2);
assert_eq!(frame.matrix().rows(), 3);
// Check remaining data
assert_eq!(frame.column("A"), &[1, 2, 3]);
assert_eq!(frame.column("C"), original_c_data); // "C" should now be at index 1
}
#[test]
#[should_panic(expected = "unknown column label: Z")]
fn test_delete_column_panic_unknown() {
let mut frame = create_test_frame_i32();
frame.delete_column("Z");
}
#[test]
fn test_sort_columns() {
let matrix = Matrix::from_cols(vec![
vec![7, 8, 9], // Col "C"
vec![1, 2, 3], // Col "A"
vec![4, 5, 6], // Col "B"
]);
let mut frame = Frame::new(matrix, vec!["C", "A", "B"]);
let orig_a = frame.column("A").to_vec();
let orig_b = frame.column("B").to_vec();
let orig_c = frame.column("C").to_vec();
frame.sort_columns();
// Check names order
assert_eq!(frame.column_names, vec!["A", "B", "C"]);
// Check lookup map
assert_eq!(frame.column_index("A"), Some(0));
assert_eq!(frame.column_index("B"), Some(1));
assert_eq!(frame.column_index("C"), Some(2));
// Check data integrity (data moved with the names)
assert_eq!(frame.column("A"), orig_a);
assert_eq!(frame.column("B"), orig_b);
assert_eq!(frame.column("C"), orig_c);
}
#[test]
fn test_sort_columns_single_column() {
let matrix = Matrix::from_cols(vec![vec![1, 2, 3]]);
let mut frame = Frame::new(matrix.clone(), vec!["Solo"]);
let expected = frame.clone();
frame.sort_columns();
assert_eq!(frame, expected); // Should be unchanged
}
#[test]
fn test_index() {
let frame = create_test_frame_i32();
assert_eq!(frame["A"].to_vec(), vec![1, 2, 3]);
assert_eq!(frame["C"].to_vec(), vec![7, 8, 9]);
}
#[test]
#[should_panic(expected = "unknown column label: Z")]
fn test_index_panic_unknown() {
let frame = create_test_frame_i32();
let _ = frame["Z"];
}
#[test]
fn test_index_mut() {
let mut frame = create_test_frame_i32();
frame["B"][0] = 42;
frame["C"][2] = 99;
assert_eq!(frame["B"].to_vec(), &[42, 5, 6]);
assert_eq!(frame["C"].to_vec(), &[7, 8, 99]);
}
#[test]
#[should_panic(expected = "unknown column label: Z")]
fn test_index_mut_panic_unknown() {
let mut frame = create_test_frame_i32();
let _ = &mut frame["Z"];
}
// --- Test Ops ---
#[test]
fn test_elementwise_ops_numeric() {
let frame1 = create_test_frame_i32(); // A=[1,2,3], B=[4,5,6], C=[7,8,9]
let matrix2 = Matrix::from_cols(vec![
vec![10, 10, 10], // Col "A"
vec![2, 2, 2], // Col "B"
vec![1, 1, 1], // Col "C"
]);
let frame2 = Frame::new(matrix2, vec!["A", "B", "C"]); // Must have same names and dims
// Add
let frame_add = &frame1 + &frame2;
assert_eq!(frame_add.column_names, frame1.column_names);
assert_eq!(frame_add["A"].to_vec(), &[11, 12, 13]);
assert_eq!(frame_add["B"].to_vec(), &[6, 7, 8]);
assert_eq!(frame_add["C"].to_vec(), &[8, 9, 10]);
// Sub
let frame_sub = &frame1 - &frame2;
assert_eq!(frame_sub.column_names, frame1.column_names);
assert_eq!(frame_sub["A"].to_vec(), &[-9, -8, -7]);
assert_eq!(frame_sub["B"].to_vec(), &[2, 3, 4]);
assert_eq!(frame_sub["C"].to_vec(), &[6, 7, 8]);
// Mul
let frame_mul = &frame1 * &frame2;
assert_eq!(frame_mul.column_names, frame1.column_names);
assert_eq!(frame_mul["A"].to_vec(), &[10, 20, 30]);
assert_eq!(frame_mul["B"].to_vec(), &[8, 10, 12]);
assert_eq!(frame_mul["C"].to_vec(), &[7, 8, 9]);
// Div
let frame_div = &frame1 / &frame2; // Integer division
assert_eq!(frame_div.column_names, frame1.column_names);
assert_eq!(frame_div["A"].to_vec(), &[0, 0, 0]); // 1/10, 2/10, 3/10
assert_eq!(frame_div["B"].to_vec(), &[2, 2, 3]); // 4/2, 5/2, 6/2
assert_eq!(frame_div["C"].to_vec(), &[7, 8, 9]); // 7/1, 8/1, 9/1
}
#[test]
#[should_panic] // Exact message depends on Matrix op panic message ("row count mismatch" or "col count mismatch")
fn test_elementwise_op_panic_dimension_mismatch() {
let frame1 = create_test_frame_i32(); // 3x3
let matrix2 = Matrix::from_cols(vec![vec![1, 2], vec![3, 4]]); // 2x2
let frame2 = Frame::new(matrix2, vec!["X", "Y"]);
let _ = &frame1 + &frame2; // Should panic due to dimension mismatch
}
#[test]
fn test_bitwise_ops_bool() {
let frame1 = create_test_frame_bool(); // P=[T, F], Q=[F, T]
let matrix2 = Matrix::from_cols(vec![
vec![true, true], // P
vec![false, false], // Q
]);
let frame2 = Frame::new(matrix2, vec!["P", "Q"]);
// BitAnd
let frame_and = &frame1 & &frame2;
assert_eq!(frame_and.column_names, frame1.column_names);
assert_eq!(frame_and["P"].to_vec(), &[true, false]); // T&T=T, F&T=F
assert_eq!(frame_and["Q"].to_vec(), &[false, false]); // F&F=F, T&F=F
// BitOr
let frame_or = &frame1 | &frame2;
assert_eq!(frame_or.column_names, frame1.column_names);
assert_eq!(frame_or["P"].to_vec(), &[true, true]); // T|T=T, F|T=T
assert_eq!(frame_or["Q"].to_vec(), &[false, true]); // F|F=F, T|F=T
// BitXor
let frame_xor = &frame1 ^ &frame2;
assert_eq!(frame_xor.column_names, frame1.column_names);
assert_eq!(frame_xor["P"].to_vec(), &[false, true]); // T^T=F, F^T=T
assert_eq!(frame_xor["Q"].to_vec(), &[false, true]); // F^F=F, T^F=T
}
#[test]
fn test_not_op_bool() {
let frame = create_test_frame_bool(); // P=[T, F], Q=[F, T]
let frame_not = !frame; // Note: consumes the original frame
assert_eq!(frame_not.column_names, vec!["P", "Q"]);
assert_eq!(frame_not["P"].to_vec(), &[false, true]);
assert_eq!(frame_not["Q"].to_vec(), &[true, false]);
}
}

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@ -1,405 +0,0 @@
// --- PASTE THE FRAME STRUCT AND IMPL HERE ---
// #[derive(Debug, Clone, PartialEq, Eq)]
// pub struct Frame<T: Clone> { ... }
// impl<T: Clone> Frame<T> { ... }
// impl<T: Clone> Index<&str> for Frame<T> { ... }
// impl<T: Clone> IndexMut<&str> for Frame<T> { ... }
// macro_rules! impl_elementwise_frame_op { ... }
// impl_elementwise_frame_op!(Add, add, +);
// ... etc ...
// impl Not for Frame<bool> { ... }
// --- END OF FRAME CODE ---
// Unit Tests
#[cfg(test)]
mod tests {
use rustframe::frame::*;
use rustframe::matrix::*;
// Helper function to create a standard test frame
fn create_test_frame_i32() -> Frame<i32> {
let matrix = Matrix::from_cols(vec![
vec![1, 2, 3], // Col "A"
vec![4, 5, 6], // Col "B"
vec![7, 8, 9], // Col "C"
]);
Frame::new(matrix, vec!["A", "B", "C"])
}
fn create_test_frame_bool() -> Frame<bool> {
let matrix = Matrix::from_cols(vec![
vec![true, false], // Col "P"
vec![false, true], // Col "Q"
]);
Frame::new(matrix, vec!["P", "Q"])
}
#[test]
fn test_new_frame_success() {
let matrix = Matrix::from_cols(vec![vec![1, 2], vec![3, 4]]);
let frame = Frame::new(matrix.clone(), vec!["col1", "col2"]);
assert_eq!(frame.column_names, vec!["col1", "col2"]);
assert_eq!(frame.matrix(), &matrix);
assert_eq!(frame.lookup.get("col1"), Some(&0));
assert_eq!(frame.lookup.get("col2"), Some(&1));
assert_eq!(frame.lookup.len(), 2);
}
#[test]
#[should_panic(expected = "column name count mismatch")]
fn test_new_frame_panic_name_count_mismatch() {
let matrix = Matrix::from_cols(vec![vec![1, 2], vec![3, 4]]);
Frame::new(matrix, vec!["col1"]); // Only one name for two columns
}
#[test]
#[should_panic(expected = "duplicate column label: col1")]
fn test_new_frame_panic_duplicate_names() {
let matrix = Matrix::from_cols(vec![vec![1, 2], vec![3, 4]]);
Frame::new(matrix, vec!["col1", "col1"]); // Duplicate name
}
#[test]
fn test_accessors() {
let mut frame = create_test_frame_i32();
// matrix()
assert_eq!(frame.matrix().rows(), 3);
assert_eq!(frame.matrix().cols(), 3);
// column()
assert_eq!(frame.column("A"), &[1, 2, 3]);
assert_eq!(frame.column("C"), &[7, 8, 9]);
// column_mut()
frame.column_mut("B")[1] = 50;
assert_eq!(frame.column("B"), &[4, 50, 6]);
// column_index()
assert_eq!(frame.column_index("A"), Some(0));
assert_eq!(frame.column_index("C"), Some(2));
assert_eq!(frame.column_index("Z"), None);
// matrix_mut() - check by modifying through matrix_mut
*frame.matrix_mut().get_mut(0, 0) = 100; // Modify element at (0, 0) which is A[0]
assert_eq!(frame.column("A"), &[100, 2, 3]);
}
#[test]
#[should_panic(expected = "unknown column label: Z")]
fn test_column_panic_unknown_label() {
let frame = create_test_frame_i32();
frame.column("Z");
}
#[test]
#[should_panic(expected = "unknown column label: Z")]
fn test_column_mut_panic_unknown_label() {
let mut frame = create_test_frame_i32();
frame.column_mut("Z");
}
// #[test]
// fn test_swap_columns() {
// let mut frame = create_test_frame_i32();
// let initial_a_data = frame.column("A").to_vec();
// let initial_c_data = frame.column("C").to_vec();
// frame.swap_columns("A", "C");
// // Check names order
// assert_eq!(frame.column_names, vec!["C", "B", "A"]);
// // Check lookup map
// assert_eq!(frame.column_index("A"), Some(2));
// assert_eq!(frame.column_index("B"), Some(1));
// assert_eq!(frame.column_index("C"), Some(0));
// // Check data using new names (should be swapped)
// assert_eq!(frame.column("C"), initial_a_data); // "C" now has A's old data
// assert_eq!(frame.column("A"), initial_c_data); // "A" now has C's old data
// assert_eq!(frame.column("B"), &[4, 5, 6]); // "B" should be unchanged
// // Test swapping with self
// let state_before_self_swap = frame.clone();
// frame.swap_columns("B", "B");
// assert_eq!(frame, state_before_self_swap);
// }
#[test]
#[should_panic(expected = "unknown column label: Z")]
fn test_swap_columns_panic_unknown_a() {
let mut frame = create_test_frame_i32();
frame.swap_columns("Z", "B");
}
#[test]
#[should_panic(expected = "unknown column label: Z")]
fn test_swap_columns_panic_unknown_b() {
let mut frame = create_test_frame_i32();
frame.swap_columns("A", "Z");
}
#[test]
fn test_rename_column() {
let mut frame = create_test_frame_i32();
let original_b_data = frame.column("B").to_vec();
frame.rename("B", "Beta");
// Check names
assert_eq!(frame.column_names, vec!["A", "Beta", "C"]);
// Check lookup
assert_eq!(frame.column_index("A"), Some(0));
assert_eq!(frame.column_index("Beta"), Some(1));
assert_eq!(frame.column_index("C"), Some(2));
assert_eq!(frame.column_index("B"), None); // Old name gone
// Check data accessible via new name
assert_eq!(frame.column("Beta"), original_b_data);
}
#[test]
#[should_panic(expected = "unknown column label: Z")]
fn test_rename_panic_unknown_old() {
let mut frame = create_test_frame_i32();
frame.rename("Z", "Omega");
}
#[test]
#[should_panic(expected = "duplicate column label: C")]
fn test_rename_panic_duplicate_new() {
let mut frame = create_test_frame_i32();
frame.rename("A", "C"); // "C" already exists
}
#[test]
fn test_add_column() {
let mut frame = create_test_frame_i32();
let new_col_data = vec![10, 11, 12];
frame.add_column("D", new_col_data.clone());
// Check names
assert_eq!(frame.column_names, vec!["A", "B", "C", "D"]);
// Check lookup
assert_eq!(frame.column_index("D"), Some(3));
// Check matrix dimensions
assert_eq!(frame.matrix().cols(), 4);
assert_eq!(frame.matrix().rows(), 3);
// Check data of new column
assert_eq!(frame.column("D"), new_col_data);
// Check old columns are still there
assert_eq!(frame.column("A"), &[1, 2, 3]);
}
#[test]
#[should_panic(expected = "duplicate column label: B")]
fn test_add_column_panic_duplicate_name() {
let mut frame = create_test_frame_i32();
frame.add_column("B", vec![0, 0, 0]);
}
#[test]
#[should_panic(expected = "column length mismatch")]
fn test_add_column_panic_length_mismatch() {
let mut frame = create_test_frame_i32();
// Matrix::add_column panics if lengths mismatch
frame.add_column("D", vec![10, 11]); // Only 2 elements, expected 3
}
#[test]
fn test_delete_column() {
let mut frame = create_test_frame_i32();
let original_b_data = frame.column("B").to_vec();
let original_c_data = frame.column("C").to_vec(); // Need to check data shift
let deleted_data = frame.delete_column("B");
// Check returned data
assert_eq!(deleted_data, original_b_data);
// Check names
assert_eq!(frame.column_names, vec!["A", "C"]);
// Check lookup (rebuilt)
assert_eq!(frame.column_index("A"), Some(0));
assert_eq!(frame.column_index("C"), Some(1));
assert_eq!(frame.column_index("B"), None);
// Check matrix dimensions
assert_eq!(frame.matrix().cols(), 2);
assert_eq!(frame.matrix().rows(), 3);
// Check remaining data
assert_eq!(frame.column("A"), &[1, 2, 3]);
assert_eq!(frame.column("C"), original_c_data); // "C" should now be at index 1
}
#[test]
#[should_panic(expected = "unknown column label: Z")]
fn test_delete_column_panic_unknown() {
let mut frame = create_test_frame_i32();
frame.delete_column("Z");
}
#[test]
fn test_sort_columns() {
let matrix = Matrix::from_cols(vec![
vec![7, 8, 9], // Col "C"
vec![1, 2, 3], // Col "A"
vec![4, 5, 6], // Col "B"
]);
let mut frame = Frame::new(matrix, vec!["C", "A", "B"]);
let orig_a = frame.column("A").to_vec();
let orig_b = frame.column("B").to_vec();
let orig_c = frame.column("C").to_vec();
frame.sort_columns();
// Check names order
assert_eq!(frame.column_names, vec!["A", "B", "C"]);
// Check lookup map
assert_eq!(frame.column_index("A"), Some(0));
assert_eq!(frame.column_index("B"), Some(1));
assert_eq!(frame.column_index("C"), Some(2));
// Check data integrity (data moved with the names)
assert_eq!(frame.column("A"), orig_a);
assert_eq!(frame.column("B"), orig_b);
assert_eq!(frame.column("C"), orig_c);
}
#[test]
fn test_sort_columns_single_column() {
let matrix = Matrix::from_cols(vec![vec![1, 2, 3]]);
let mut frame = Frame::new(matrix.clone(), vec!["Solo"]);
let expected = frame.clone();
frame.sort_columns();
assert_eq!(frame, expected); // Should be unchanged
}
#[test]
fn test_index() {
let frame = create_test_frame_i32();
assert_eq!(frame["A"].to_vec(), vec![1, 2, 3]);
assert_eq!(frame["C"].to_vec(), vec![7, 8, 9]);
}
#[test]
#[should_panic(expected = "unknown column label: Z")]
fn test_index_panic_unknown() {
let frame = create_test_frame_i32();
let _ = frame["Z"];
}
#[test]
fn test_index_mut() {
let mut frame = create_test_frame_i32();
frame["B"][0] = 42;
frame["C"][2] = 99;
assert_eq!(frame["B"].to_vec(), &[42, 5, 6]);
assert_eq!(frame["C"].to_vec(), &[7, 8, 99]);
}
#[test]
#[should_panic(expected = "unknown column label: Z")]
fn test_index_mut_panic_unknown() {
let mut frame = create_test_frame_i32();
let _ = &mut frame["Z"];
}
// --- Test Ops ---
#[test]
fn test_elementwise_ops_numeric() {
let frame1 = create_test_frame_i32(); // A=[1,2,3], B=[4,5,6], C=[7,8,9]
let matrix2 = Matrix::from_cols(vec![
vec![10, 10, 10], // Col "A"
vec![2, 2, 2], // Col "B"
vec![1, 1, 1], // Col "C"
]);
let frame2 = Frame::new(matrix2, vec!["A", "B", "C"]); // Must have same names and dims
// Add
let frame_add = &frame1 + &frame2;
assert_eq!(frame_add.column_names, frame1.column_names);
assert_eq!(frame_add["A"].to_vec(), &[11, 12, 13]);
assert_eq!(frame_add["B"].to_vec(), &[6, 7, 8]);
assert_eq!(frame_add["C"].to_vec(), &[8, 9, 10]);
// Sub
let frame_sub = &frame1 - &frame2;
assert_eq!(frame_sub.column_names, frame1.column_names);
assert_eq!(frame_sub["A"].to_vec(), &[-9, -8, -7]);
assert_eq!(frame_sub["B"].to_vec(), &[2, 3, 4]);
assert_eq!(frame_sub["C"].to_vec(), &[6, 7, 8]);
// Mul
let frame_mul = &frame1 * &frame2;
assert_eq!(frame_mul.column_names, frame1.column_names);
assert_eq!(frame_mul["A"].to_vec(), &[10, 20, 30]);
assert_eq!(frame_mul["B"].to_vec(), &[8, 10, 12]);
assert_eq!(frame_mul["C"].to_vec(), &[7, 8, 9]);
// Div
let frame_div = &frame1 / &frame2; // Integer division
assert_eq!(frame_div.column_names, frame1.column_names);
assert_eq!(frame_div["A"].to_vec(), &[0, 0, 0]); // 1/10, 2/10, 3/10
assert_eq!(frame_div["B"].to_vec(), &[2, 2, 3]); // 4/2, 5/2, 6/2
assert_eq!(frame_div["C"].to_vec(), &[7, 8, 9]); // 7/1, 8/1, 9/1
}
#[test]
#[should_panic] // Exact message depends on Matrix op panic message ("row count mismatch" or "col count mismatch")
fn test_elementwise_op_panic_dimension_mismatch() {
let frame1 = create_test_frame_i32(); // 3x3
let matrix2 = Matrix::from_cols(vec![vec![1, 2], vec![3, 4]]); // 2x2
let frame2 = Frame::new(matrix2, vec!["X", "Y"]);
let _ = &frame1 + &frame2; // Should panic due to dimension mismatch
}
#[test]
fn test_bitwise_ops_bool() {
let frame1 = create_test_frame_bool(); // P=[T, F], Q=[F, T]
let matrix2 = Matrix::from_cols(vec![
vec![true, true], // P
vec![false, false], // Q
]);
let frame2 = Frame::new(matrix2, vec!["P", "Q"]);
// BitAnd
let frame_and = &frame1 & &frame2;
assert_eq!(frame_and.column_names, frame1.column_names);
assert_eq!(frame_and["P"].to_vec(), &[true, false]); // T&T=T, F&T=F
assert_eq!(frame_and["Q"].to_vec(), &[false, false]); // F&F=F, T&F=F
// BitOr
let frame_or = &frame1 | &frame2;
assert_eq!(frame_or.column_names, frame1.column_names);
assert_eq!(frame_or["P"].to_vec(), &[true, true]); // T|T=T, F|T=T
assert_eq!(frame_or["Q"].to_vec(), &[false, true]); // F|F=F, T|F=T
// BitXor
let frame_xor = &frame1 ^ &frame2;
assert_eq!(frame_xor.column_names, frame1.column_names);
assert_eq!(frame_xor["P"].to_vec(), &[false, true]); // T^T=F, F^T=T
assert_eq!(frame_xor["Q"].to_vec(), &[false, true]); // F^F=F, T^F=T
}
#[test]
fn test_not_op_bool() {
let frame = create_test_frame_bool(); // P=[T, F], Q=[F, T]
let frame_not = !frame; // Note: consumes the original frame
assert_eq!(frame_not.column_names, vec!["P", "Q"]);
assert_eq!(frame_not["P"].to_vec(), &[false, true]);
assert_eq!(frame_not["Q"].to_vec(), &[true, false]);
}
}