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
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
use std::fmt;
use csv::StringRecord;
bitflags! {
#[derive(Default)]
pub(crate) struct TypeGuesses: u32 {
const BOOLEAN = 0b00000001;
const UNSIGNED = 0b00000010;
const SIGNED = 0b00000100;
const FLOAT = 0b00001000;
const TEXT = 0b00010000;
}
}
impl TypeGuesses {
pub(crate) fn best(&self) -> Type {
if self.contains(TypeGuesses::BOOLEAN) {
Type::Boolean
}
else if self.contains(TypeGuesses::UNSIGNED) {
Type::Unsigned
}
else if self.contains(TypeGuesses::SIGNED) {
Type::Signed
}
else if self.contains(TypeGuesses::FLOAT) {
Type::Float
}
else {
Type::Text
}
}
pub(crate) fn allows(&self, other: &TypeGuesses) -> bool {
!(*self - *other).is_empty()
}
}
pub(crate) fn infer_types(s: &str) -> TypeGuesses {
if s.is_empty() {
return TypeGuesses::all();
}
let mut guesses = TypeGuesses::default();
guesses |= TypeGuesses::TEXT;
if s.parse::<u64>().is_ok() {
guesses |= TypeGuesses::UNSIGNED;
}
if s.parse::<i64>().is_ok() {
guesses |= TypeGuesses::SIGNED;
}
if s.parse::<bool>().is_ok() {
guesses |= TypeGuesses::BOOLEAN;
}
if s.parse::<f64>().is_ok() {
guesses |= TypeGuesses::FLOAT;
}
guesses
}
pub(crate) fn infer_record_types(record: &StringRecord) -> Vec<TypeGuesses> {
record.iter().map(infer_types).collect()
}
#[derive(Debug, Clone, Copy, PartialEq)]
pub enum Type {
Unsigned,
Signed,
Text,
Boolean,
Float,
}
pub(crate) fn get_best_types(guesses: Vec<TypeGuesses>) -> Vec<Type> {
guesses.iter().map(|guess| guess.best()).collect()
}
impl fmt::Display for Type {
fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result {
write!(
f,
"{}",
match *self {
Type::Unsigned => "Unsigned",
Type::Signed => "Signed",
Type::Text => "Text",
Type::Boolean => "Boolean",
Type::Float => "Float",
}
)
}
}