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use std::fmt;
use crate::decoder::{ByteRecords, CsvDecoder};
#[derive(Clone, Copy, PartialEq, Eq)]
pub struct DialectOptions {
/// Delimiter character.
pub delimiter: u8,
/// Quote character.
pub quote: u8,
}
impl Default for DialectOptions {
fn default() -> Self {
DialectOptions {
delimiter: b',',
quote: b'"',
}
}
}
impl fmt::Debug for DialectOptions {
fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
f.debug_struct("DialectOptions")
.field("deliminator", &(self.delimiter as char))
.field("quote", &(self.quote as char))
.finish()
}
}
impl DialectOptions {
/// Try to infer which csv options to use based on some number of records
/// from a csv source.
///
/// The provided byte records used is to buffer the output between testing
/// the dialects. The records will be cleared prior to returning.
pub fn infer_from_sample(sample_bytes: &[u8], output: &mut ByteRecords) -> Option<Self> {
// Best dialect chosen so far alongside number of fields decoded.
let mut best: (Option<Self>, usize) = (None, 0);
for dialect in Self::dialects() {
output.clear_all();
// To be considered the best dialect:
//
// - Should decode at least 2 records.
// - Should parse at least 2 fields for a record.
// - Should have decoded more number of fields than previous best.
// - All decoded records have the same number of fields.
let mut decoder = CsvDecoder::new(*dialect);
let _ = decoder.decode(sample_bytes, output);
if output.num_records() < 2 {
continue;
}
let rec = output.get_record(0);
let num_fields = rec.num_fields();
// Parsing a single field is trivial.
if num_fields < 2 {
continue;
}
// If we parse fewer fields, likely not what we want.
if num_fields <= best.1 {
continue;
}
// Make sure everything in our sample has the same number of
// fields.
let check_num_fields = || -> bool {
for record in output.iter_records() {
if record.num_fields() != num_fields {
return false;
}
}
true
};
if !check_num_fields() {
continue;
}
// New best dialect.
best = (Some(*dialect), num_fields);
}
output.clear_all();
best.0
}
pub(crate) fn csv_core_reader(&self) -> csv_core::Reader {
csv_core::ReaderBuilder::new()
.delimiter(self.delimiter)
.quote(self.quote)
.build()
}
/// Dialects used when attempting to infer options for a csv file.
///
/// These are order with preferred options first. For example, if we infer
/// the dialects from a file containing only commas, we want to pick the
/// dialect with the more standard quote character ('"').
const fn dialects() -> &'static [Self] {
&[
DialectOptions {
delimiter: b',',
quote: b'"',
},
DialectOptions {
delimiter: b'|',
quote: b'"',
},
DialectOptions {
delimiter: b';',
quote: b'"',
},
DialectOptions {
delimiter: b'\t',
quote: b'"',
},
DialectOptions {
delimiter: b',',
quote: b'\'',
},
DialectOptions {
delimiter: b'|',
quote: b'\'',
},
DialectOptions {
delimiter: b';',
quote: b'\'',
},
DialectOptions {
delimiter: b'\t',
quote: b'\'',
},
]
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn infer_none_too_few_records() {
let mut output = ByteRecords::with_buffer_capacity(64);
let input = b"a,b,c\nd,e";
let dialect = DialectOptions::infer_from_sample(input, &mut output);
assert_eq!(None, dialect);
}
#[test]
fn infer_none_inconsistent_deliminators() {
let mut output = ByteRecords::with_buffer_capacity(64);
let input = b"a,b,c\nd|e|f\ng,h";
let dialect = DialectOptions::infer_from_sample(input, &mut output);
assert_eq!(None, dialect);
}
#[test]
fn infer_default() {
let mut output = ByteRecords::with_buffer_capacity(64);
let input = b"a,b,c\nd,e,f\ng,h";
let dialect = DialectOptions::infer_from_sample(input, &mut output);
assert_eq!(
Some(DialectOptions {
delimiter: b',',
quote: b'"',
}),
dialect
);
}
#[test]
fn infer_different_deliminator() {
let mut output = ByteRecords::with_buffer_capacity(64);
let input = b"a|b|c\nd|e,e,e,e|f\ng|h";
let dialect = DialectOptions::infer_from_sample(input, &mut output);
assert_eq!(
Some(DialectOptions {
delimiter: b'|',
quote: b'"',
}),
dialect
);
}
}