1use crate::aes::{Aes, MappingStage};
2use crate::data::DataFrame;
3
4pub fn resolve_mappings(data: &DataFrame, mapping: &Aes) -> DataFrame {
8 let mut result = DataFrame::new();
9 let nrows = data.nrows();
10
11 if nrows == 0 {
12 return result;
13 }
14
15 for m in &mapping.mappings {
16 if m.stage != MappingStage::BeforeStat {
17 continue;
18 }
19 let col_name = m.aesthetic.col_name();
20 if let Some(values) = data.column(&m.column) {
21 result.add_column(col_name.to_string(), values.to_vec());
22 }
23 }
24
25 for name in data.column_names() {
27 if !result.has_column(name) {
28 if let Some(values) = data.column(name) {
30 if result.nrows() == 0 || values.len() == result.nrows() {
31 result.add_column(name.to_string(), values.to_vec());
32 }
33 }
34 }
35 }
36
37 result
38}
39
40pub fn apply_after_stat(data: &mut DataFrame, mapping: &Aes) {
43 for m in &mapping.mappings {
44 if m.stage != MappingStage::AfterStat {
45 continue;
46 }
47 let target = m.aesthetic.col_name();
48 let source = &m.column;
49
50 if let Some(values) = data.column(source) {
52 let values = values.to_vec();
53 if data.has_column(target) {
55 if let Some(col) = data.column_mut(target) {
56 *col = values;
57 }
58 } else {
59 data.add_column(target.to_string(), values);
60 }
61 }
62 }
63}