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use super::*;
use deltae::{DeltaE, DEMethod};
pub use std::str::FromStr;
use std::path::Path;
use std::convert::TryFrom;
impl Cgats {
pub fn average(collection: Vec<Cgats>) -> Result<Cgats> {
CgatsVec { collection }.average()
}
pub fn concatenate(collection: Vec<Cgats>) -> Result<Cgats> {
CgatsVec { collection }.concatenate()
}
pub fn deltae(self, other: Cgats, method: DEMethod) -> Result<Cgats> {
CgatsVec { collection: vec![self, other] }.deltae(method)
}
pub fn de_method(&self) -> Result<(usize, DEMethod)> {
for (index, field) in self.fields.iter().enumerate() {
if let Ok(method) = DEMethod::try_from(field) {
return Ok((index, method));
}
}
Err(Error::IncompleteData)
}
pub fn field_index(&self, field: &Field) -> Option<usize> {
self.fields.iter().position(|f| f == field)
}
fn new_with_fields(fields: DataFormat) -> Cgats {
Cgats {
vendor: Some(Vendor::Cgats),
meta: DataVec::new(),
fields,
data_map: DataMap::new(),
}
}
fn derive(&self) -> Cgats {
Cgats {
vendor: self.vendor,
meta: self.meta.clone(),
fields: self.fields.clone(),
data_map: DataMap::new(),
}
}
pub fn reindex_sample_id(&mut self) {
if let Some(index) = self.field_index(&Field::SAMPLE_ID) {
for (key, value) in self.data_map.iter_mut(){
value.values[index] = CgatsValue::from_str(&key.to_string())
.expect("Cannot parse value from key <usize>!");
}
}
}
pub fn insert_sample_id(&mut self) {
self.vendor = Some(Vendor::Cgats);
self.meta.insert(0, "CGATS.17");
match self.field_index(&Field::SAMPLE_ID) {
Some(_) => {
self.reindex_sample_id();
},
None => {
self.fields.insert(0, Field::SAMPLE_ID);
for (key, value) in self.data_map.iter_mut(){
value.values.insert(0,
CgatsValue::from_str(&key.to_string())
.expect("Cannot parse value from key <usize>!")
);
}
},
}
}
fn has_lab(&self) -> bool {
self.fields.contains(&Field::LAB_L) &&
self.fields.contains(&Field::LAB_A) &&
self.fields.contains(&Field::LAB_B)
}
}
#[test]
fn reindex() -> Result<()> {
let mut cgo = Cgats::from_file("test_files/colorburst0.txt")?;
let cgo_clone = cgo.clone();
cgo.insert_sample_id();
println!("{}", cgo.format());
let cgo_reindex = Cgats::from_file("test_files/colorburst0_reindex.txt")?;
assert_eq!(cgo.format(), cgo_reindex.format());
assert_eq!(cgo.fields, cgo_reindex.fields);
assert_ne!(cgo.fields, cgo_clone.fields);
Ok(())
}
#[derive(Debug, Clone, PartialEq)]
pub struct CgatsVec {
collection: Vec<Cgats>,
}
impl CgatsVec {
pub fn from_files<P: AsRef<Path>>(files: &Vec<P>) -> CgatsVec {
CgatsVec {
collection: files.iter()
.filter_map(|f| Cgats::from_file(f).ok())
.collect()
}
}
fn can_compare(&self) -> Result<()> {
if self.collection.is_empty() {
return Err(Error::NoData);
}
let prime = &self.collection[0];
if ! self.collection.iter().all(|c|
c.sample_count() == prime.sample_count() ||
c.fields == prime.fields
) {
return Err(Error::CannotCompare);
}
Ok(())
}
fn can_delta(&self) -> bool {
self.collection.len() == 2 &&
self.collection[0].sample_count() == self.collection[1].sample_count() &&
self.collection.iter().all(|cgo| cgo.has_lab())
}
fn same_fields(&self) -> bool {
self.collection.iter()
.map(|cgo| &cgo.fields)
.all(|fields| fields == &self.collection[0].fields)
}
pub fn average(&self) -> Result<Cgats> {
self.can_compare()?;
let len = self.collection.len();
if len == 1 {
return Ok(self.collection[0].clone())
}
let prime = &self.collection[0];
let mut cgats = prime.derive();
for cgo in &self.collection {
for (key, sample) in cgo.data_map.iter() {
let div_sample = sample.divide_values(len);
let prime_sample = prime.data_map.get(key).expect("Map does not contain key!");
let entry = cgats.data_map.entry(*key)
.or_insert(prime_sample.zero());
*entry = entry.add_values(&div_sample);
}
}
cgats.meta.lines[0].raw_samples.push(format!("Average of {}", len));
Ok(cgats)
}
pub fn concatenate(&self) -> Result<Cgats> {
if !self.same_fields() {
return Err(Error::CannotCompare);
}
match self.collection.first() {
Some(cgo) => {
let mut new = cgo.clone();
for other in self.collection.iter().skip(1) {
for sample in other.data_map.values() {
new.data_map.insert(new.data_map.len(), sample.clone());
}
}
new.reindex_sample_id();
new.meta.meta_renumber_sets(new.data_map.len());
Ok(new)
},
None => Err(Error::NoData),
}
}
pub fn deltae(&self, method: DEMethod) -> Result<Cgats> {
if !self.can_delta() {
return Err(Error::CannotCompare);
}
let mut cgats = Cgats::new_with_fields(vec![
Field::SAMPLE_ID, Field::from_de_method(method)
]);
cgats.vendor = Some(Vendor::Cgats);
cgats.meta = DataVec::from(vec![
DataLine::from(vec!["CGATS.17".to_string()]),
]);
let (sample0, sample1) = (&self.collection[0], &self.collection[1]);
let lab0_indexes = Field::lab_indexes(&sample0.fields).expect("Cannot find LAB in fields!");
let lab1_indexes = Field::lab_indexes(&sample1.fields).expect("Cannot find LAB in fields!");
for (index, sample) in sample0.data_map.iter() {
let lab0 = sample.to_lab(&lab0_indexes)
.expect("Cannot find LAB in fields!");
let lab1 = sample1.data_map
.get(index).expect("Key doesn't exist in map!")
.to_lab(&lab1_indexes).expect("Cannot find LAB in fields!");
let de = DeltaE::new(&lab0, &lab1, method);
cgats.data_map.insert(*index,
Sample {
values: vec![
CgatsValue::from_str(&index.to_string())?,
CgatsValue::from_float(de.value as Float),
]
});
}
cgats.meta.lines.push(
DataLine::from(vec!["NUMBER_OF_SETS".to_string(), cgats.data_map.len().to_string()])
);
cgats.meta.lines.push(
DataLine::from(vec!["NUMBER_OF_FIELDS".to_string(), cgats.fields.len().to_string()])
);
Ok(cgats)
}
}
#[test]
fn average_cgats() -> Result<()> {
let cgv = CgatsVec::from_files(&vec![
"test_files/cgats1.tsv", "test_files/cgats2.tsv"
]);
let avg = cgv.average()?;
let expected = Cgats::from_file("test_files/cgats5.tsv")?;
println!("{}", avg.format());
assert_eq!(avg.data_map, expected.data_map);
Ok(())
}
#[test]
fn average_cb() -> Result<()> {
let cgv = CgatsVec::from_files(&vec![
"test_files/colorburst1.lin", "test_files/colorburst2.lin"
]);
let avg = cgv.average()?;
let expected = Cgats::from_file("test_files/colorburst3.lin")?;
println!("{}", avg.format());
assert_eq!(avg.data_map, expected.data_map);
Ok(())
}
#[test]
fn cat_cgats() -> Result<()> {
let cgv = CgatsVec::from_files(&vec![
"test_files/cgats1.tsv", "test_files/cgats2.tsv"
]);
let cat = cgv.concatenate()?;
println!("{}", cat.format());
assert_eq!(cat.data_map.keys().last(), Some(&21));
assert_eq!(cat.data_map.len(), 22);
Ok(())
}
#[test]
fn deltae() -> Result<()> {
let cgv = CgatsVec::from_files(&vec![
"test_files/colorburst2.lin", "test_files/colorburst3.lin"
]);
let de_cgo = cgv.deltae(deltae::DEMethod::DE2000)?;
let temp = test::mktemp()?;
de_cgo.write_to_file(&temp)?;
let reconstructed = Cgats::from_file(&temp)?;
let expected = Cgats::from_file("test_files/deltae0.txt")?;
assert_eq!(reconstructed.data_map, expected.data_map);
std::fs::remove_file(temp)?;
Ok(())
}