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use std::cmp::max;
use std::collections::HashMap;
use std::hash::Hash;
use field::{FieldIdent, TypedFieldIdent, DsField, FieldType};
use masked::{FieldData, MaskedData};
use error::*;
use MaybeNa;
type TypeData<T> = HashMap<FieldIdent, MaskedData<T>>;
#[derive(Debug, Clone)]
pub struct DataStore {
pub fields: Vec<DsField>,
pub field_map: HashMap<FieldIdent, usize>,
unsigned: TypeData<u64>,
signed: TypeData<i64>,
text: TypeData<String>,
boolean: TypeData<bool>,
float: TypeData<f64>,
}
impl DataStore {
pub fn empty() -> DataStore {
DataStore {
fields: Vec::new(),
field_map: HashMap::new(),
unsigned: HashMap::new(),
signed: HashMap::new(),
text: HashMap::new(),
boolean: HashMap::new(),
float: HashMap::new(),
}
}
fn add_field(&mut self, field: TypedFieldIdent) {
let ident = field.ident.clone();
if !self.field_map.contains_key(&ident) {
let index = self.fields.len();
self.fields.push(DsField::from_typed_field_ident(field, index));
self.field_map.insert(ident, index);
}
}
pub fn with_fields(mut fields: Vec<TypedFieldIdent>) -> DataStore {
let mut ds = DataStore {
fields: Vec::with_capacity(fields.len()),
field_map: HashMap::with_capacity(fields.len()),
unsigned: HashMap::new(),
signed: HashMap::new(),
text: HashMap::new(),
boolean: HashMap::new(),
float: HashMap::new(),
};
for field in fields.drain(..) {
ds.add_field(field);
}
ds
}
pub fn with_data<FI, U, S, T, B, F>(
unsigned: U, signed: S, text: T, boolean: B, float: F
) -> DataStore
where FI: Into<FieldIdent>,
U: Into<Option<Vec<(FI, MaskedData<u64>)>>>,
S: Into<Option<Vec<(FI, MaskedData<i64>)>>>,
T: Into<Option<Vec<(FI, MaskedData<String>)>>>,
B: Into<Option<Vec<(FI, MaskedData<bool>)>>>,
F: Into<Option<Vec<(FI, MaskedData<f64>)>>>,
{
let mut ds = DataStore::empty();
macro_rules! add_to_ds {
($($hm:tt; $fty:path)*) => {$({
if let Some(src_h) = $hm.into() {
for (ident, data) in src_h {
let ident: FieldIdent = ident.into();
ds.add_field(TypedFieldIdent { ident: ident.clone(), ty: $fty });
ds.$hm.insert(ident, data.into());
}
}
})*}
}
add_to_ds!(
unsigned; FieldType::Unsigned
signed; FieldType::Signed
text; FieldType::Text
boolean; FieldType::Boolean
float; FieldType::Float
);
ds
}
pub fn add_unsigned(&mut self, ident: FieldIdent, value: MaybeNa<u64>) {
insert_value(&mut self.unsigned, ident, value)
}
pub fn add_signed(&mut self, ident: FieldIdent, value: MaybeNa<i64>) {
insert_value(&mut self.signed, ident, value)
}
pub fn add_text(&mut self, ident: FieldIdent, value: MaybeNa<String>) {
insert_value(&mut self.text, ident, value)
}
pub fn add_boolean(&mut self, ident: FieldIdent, value: MaybeNa<bool>) {
insert_value(&mut self.boolean, ident, value)
}
pub fn add_float(&mut self, ident: FieldIdent, value: MaybeNa<f64>) {
insert_value(&mut self.float, ident, value)
}
pub fn insert(&mut self, ty_ident: TypedFieldIdent, value_str: String) -> Result<()> {
let ident = ty_ident.ident.clone();
let fty = ty_ident.ty;
self.add_field(ty_ident.clone());
Ok(match fty {
FieldType::Unsigned => self.add_unsigned(ident, parse(value_str, parse_unsigned)?),
FieldType::Signed => self.add_signed(ident, parse(value_str, parse_signed)?),
FieldType::Text => self.add_text(ident, parse(value_str, |val| Ok(val))?),
FieldType::Boolean => self.add_boolean(ident, parse(value_str,
|val| Ok(val.parse()?))?),
FieldType::Float => self.add_float(ident, parse(value_str, |val| Ok(val.parse()?))?)
})
}
pub fn get_unsigned_field(&self, ident: &FieldIdent) -> Option<&MaskedData<u64>> {
self.unsigned.get(ident)
}
pub fn get_signed_field(&self, ident: &FieldIdent) -> Option<&MaskedData<i64>> {
self.signed.get(ident)
}
pub fn get_text_field(&self, ident: &FieldIdent) -> Option<&MaskedData<String>> {
self.text.get(ident)
}
pub fn get_boolean_field(&self, ident: &FieldIdent) -> Option<&MaskedData<bool>> {
self.boolean.get(ident)
}
pub fn get_float_field(&self, ident: &FieldIdent) -> Option<&MaskedData<f64>> {
self.float.get(ident)
}
pub fn get_field_data(&self, ident: &FieldIdent) -> Option<FieldData> {
self.field_map.get(ident).and_then(|&idx| {
match self.fields[idx].ty_ident.ty {
FieldType::Unsigned => self.get_unsigned_field(ident).map(
|f| FieldData::Unsigned(f)
),
FieldType::Signed => self.get_signed_field(ident).map(
|f| FieldData::Signed(f)
),
FieldType::Text => self.get_text_field(ident).map(
|f| FieldData::Text(f)
),
FieldType::Boolean => self.get_boolean_field(ident).map(
|f| FieldData::Boolean(f)
),
FieldType::Float => self.get_float_field(ident).map(
|f| FieldData::Float(f)
),
}
})
}
pub fn get_field_type(&self, ident: &FieldIdent) -> Option<FieldType> {
self.field_map.get(ident)
.and_then(|&index| self.fields.get(index).map(|&ref dsfield| dsfield.ty_ident.ty))
}
pub fn fields(&self) -> Vec<&TypedFieldIdent> {
self.fields.iter().map(|&ref s| &s.ty_ident).collect()
}
pub fn fieldnames(&self) -> Vec<String> {
self.fields.iter().map(|ref fi| fi.ty_ident.ident.to_string()).collect()
}
pub fn is_homogeneous(&self) -> bool {
is_hm_homogeneous(&self.unsigned)
.and_then(|x| is_hm_homogeneous_with(&self.signed, x))
.and_then(|x| is_hm_homogeneous_with(&self.text, x))
.and_then(|x| is_hm_homogeneous_with(&self.boolean, x))
.and_then(|x| is_hm_homogeneous_with(&self.float, x))
.is_some()
}
pub fn nrows(&self) -> usize {
[max_len(&self.unsigned), max_len(&self.signed), max_len(&self.text),
max_len(&self.boolean), max_len(&self.float)].iter().fold(0, |acc, l| max(acc, *l))
}
}
impl Default for DataStore {
fn default() -> DataStore {
DataStore::empty()
}
}
fn max_len<K, T: PartialOrd>(h: &HashMap<K, MaskedData<T>>) -> usize where K: Eq + Hash {
h.values().fold(0, |acc, v| max(acc, v.len()))
}
fn is_hm_homogeneous<K, T: PartialOrd>(h: &HashMap<K, MaskedData<T>>) -> Option<usize>
where K: Eq + Hash
{
let mut all_same_len = true;
let mut target_len = 0;
let mut first = true;
for (_, v) in h {
if first {
target_len = v.len();
first = false;
}
all_same_len &= v.len() == target_len;
}
if all_same_len { Some(target_len) } else { None }
}
fn is_hm_homogeneous_with<K, T: PartialOrd>(h: &HashMap<K, MaskedData<T>>, value: usize)
-> Option<usize> where K: Eq + Hash
{
is_hm_homogeneous(h).and_then(|x| {
if x == 0 && value != 0 {
Some(value)
} else if (value == 0 && x != 0) || x == value {
Some(x)
} else { None }
})
}
fn insert_value<T: Default + PartialOrd>(
h: &mut HashMap<FieldIdent, MaskedData<T>>,
k: FieldIdent,
v: MaybeNa<T>)
{
h.entry(k).or_insert(MaskedData::new()).push(v);
}
fn parse<T: PartialOrd, F>(value_str: String, f: F) -> Result<MaybeNa<T>> where F: Fn(String)
-> Result<T>
{
if value_str.trim().len() == 0 {
Ok(MaybeNa::Na)
} else {
Ok(MaybeNa::Exists(f(value_str)?))
}
}
fn parse_unsigned(value_str: String) -> Result<u64> {
Ok(value_str.parse::<u64>().or_else(|e| {
value_str.parse::<i64>().map(|_| 0u64).or_else(|_| {
value_str.parse::<f64>().map(|f| {
if f < 0.0 { 0u64 } else { f as u64 }
}).or(Err(e))
})
})?)
}
fn parse_signed(value_str: String) -> Result<i64> {
Ok(value_str.parse::<i64>().or_else(|e| {
value_str.parse::<f64>().map(|f| f as i64).or(Err(e))
})?)
}