mirror of
https://github.com/meilisearch/meilisearch.git
synced 2024-11-22 18:17:39 +08:00
Better CSV support
This commit is contained in:
parent
8287c2644f
commit
b4de06259e
@ -1,9 +1,8 @@
|
|||||||
use std::fmt::{self, Debug, Display};
|
use std::fmt::{self, Debug, Display};
|
||||||
use std::fs::File;
|
use std::fs::File;
|
||||||
use std::io::{self, BufReader, BufWriter, Seek, Write};
|
use std::io::{self, BufWriter};
|
||||||
use std::marker::PhantomData;
|
use std::marker::PhantomData;
|
||||||
|
|
||||||
use csv::StringRecord;
|
|
||||||
use memmap2::Mmap;
|
use memmap2::Mmap;
|
||||||
use milli::documents::Error;
|
use milli::documents::Error;
|
||||||
use milli::update::new::TopLevelMap;
|
use milli::update::new::TopLevelMap;
|
||||||
@ -11,13 +10,13 @@ use milli::Object;
|
|||||||
use serde::de::{SeqAccess, Visitor};
|
use serde::de::{SeqAccess, Visitor};
|
||||||
use serde::{Deserialize, Deserializer};
|
use serde::{Deserialize, Deserializer};
|
||||||
use serde_json::error::Category;
|
use serde_json::error::Category;
|
||||||
|
use serde_json::{Map, Value};
|
||||||
|
|
||||||
use crate::error::deserr_codes::MalformedPayload;
|
|
||||||
use crate::error::{Code, ErrorCode};
|
use crate::error::{Code, ErrorCode};
|
||||||
|
|
||||||
type Result<T> = std::result::Result<T, DocumentFormatError>;
|
type Result<T> = std::result::Result<T, DocumentFormatError>;
|
||||||
|
|
||||||
#[derive(Debug)]
|
#[derive(Debug, Clone, Copy)]
|
||||||
pub enum PayloadType {
|
pub enum PayloadType {
|
||||||
Ndjson,
|
Ndjson,
|
||||||
Json,
|
Json,
|
||||||
@ -101,6 +100,16 @@ impl From<(PayloadType, serde_json::Error)> for DocumentFormatError {
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
impl From<(PayloadType, csv::Error)> for DocumentFormatError {
|
||||||
|
fn from((ty, error): (PayloadType, csv::Error)) -> Self {
|
||||||
|
if error.is_io_error() {
|
||||||
|
Self::Io(error.into())
|
||||||
|
} else {
|
||||||
|
Self::MalformedPayload(Error::Csv(error), ty)
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
impl From<io::Error> for DocumentFormatError {
|
impl From<io::Error> for DocumentFormatError {
|
||||||
fn from(error: io::Error) -> Self {
|
fn from(error: io::Error) -> Self {
|
||||||
Self::Io(error)
|
Self::Io(error)
|
||||||
@ -140,78 +149,63 @@ fn parse_csv_header(header: &str) -> (&str, AllowedType) {
|
|||||||
|
|
||||||
/// Reads CSV from input and write an obkv batch to writer.
|
/// Reads CSV from input and write an obkv batch to writer.
|
||||||
pub fn read_csv(input: &File, output: impl io::Write, delimiter: u8) -> Result<u64> {
|
pub fn read_csv(input: &File, output: impl io::Write, delimiter: u8) -> Result<u64> {
|
||||||
use serde_json::{Map, Value};
|
let ptype = PayloadType::Csv { delimiter };
|
||||||
|
|
||||||
let mut output = BufWriter::new(output);
|
let mut output = BufWriter::new(output);
|
||||||
let mut reader = csv::ReaderBuilder::new().delimiter(delimiter).from_reader(input);
|
let mut reader = csv::ReaderBuilder::new().delimiter(delimiter).from_reader(input);
|
||||||
|
|
||||||
// TODO manage error correctly
|
let headers = reader.headers().map_err(|e| DocumentFormatError::from((ptype, e)))?.clone();
|
||||||
// Make sure that we insert the fields ids in order as the obkv writer has this requirement.
|
let typed_fields: Vec<_> = headers.iter().map(parse_csv_header).collect();
|
||||||
let mut typed_fields: Vec<_> = reader
|
let mut object: Map<_, _> = headers.iter().map(|k| (k.to_string(), Value::Null)).collect();
|
||||||
.headers()
|
|
||||||
.unwrap()
|
|
||||||
.into_iter()
|
|
||||||
.map(parse_csv_header)
|
|
||||||
.map(|(f, t)| (f.to_string(), t))
|
|
||||||
.collect();
|
|
||||||
|
|
||||||
let mut object: Map<_, _> =
|
let mut line = 0;
|
||||||
reader.headers().unwrap().iter().map(|k| (k.to_string(), Value::Null)).collect();
|
|
||||||
|
|
||||||
let mut line: usize = 0;
|
|
||||||
let mut record = csv::StringRecord::new();
|
let mut record = csv::StringRecord::new();
|
||||||
while reader.read_record(&mut record).unwrap() {
|
while reader.read_record(&mut record).map_err(|e| DocumentFormatError::from((ptype, e)))? {
|
||||||
// We increment here and not at the end of the while loop to take
|
// We increment here and not at the end of the loop
|
||||||
// the header offset into account.
|
// to take the header offset into account.
|
||||||
line += 1;
|
line += 1;
|
||||||
|
|
||||||
// Reset the document to write
|
// Reset the document values
|
||||||
object.iter_mut().for_each(|(_, v)| *v = Value::Null);
|
object.iter_mut().for_each(|(_, v)| *v = Value::Null);
|
||||||
|
|
||||||
for (i, (name, type_)) in typed_fields.iter().enumerate() {
|
for (i, (name, atype)) in typed_fields.iter().enumerate() {
|
||||||
let value = &record[i];
|
let value = &record[i];
|
||||||
let trimmed_value = value.trim();
|
let trimmed_value = value.trim();
|
||||||
let value = match type_ {
|
let value = match atype {
|
||||||
AllowedType::Number if trimmed_value.is_empty() => Value::Null,
|
AllowedType::Number if trimmed_value.is_empty() => Value::Null,
|
||||||
AllowedType::Number => match trimmed_value.parse::<i64>() {
|
AllowedType::Number => match trimmed_value.parse::<i64>() {
|
||||||
Ok(integer) => Value::from(integer),
|
Ok(integer) => Value::from(integer),
|
||||||
Err(_) => {
|
Err(_) => match trimmed_value.parse::<f64>() {
|
||||||
match trimmed_value.parse::<f64>() {
|
Ok(float) => Value::from(float),
|
||||||
Ok(float) => Value::from(float),
|
Err(error) => {
|
||||||
Err(error) => {
|
return Err(DocumentFormatError::MalformedPayload(
|
||||||
panic!("bad float")
|
Error::ParseFloat { error, line, value: value.to_string() },
|
||||||
// return Err(Error::ParseFloat {
|
ptype,
|
||||||
// error,
|
))
|
||||||
// line,
|
|
||||||
// value: value.to_string(),
|
|
||||||
// });
|
|
||||||
}
|
|
||||||
}
|
}
|
||||||
}
|
},
|
||||||
},
|
},
|
||||||
AllowedType::Boolean if trimmed_value.is_empty() => Value::Null,
|
AllowedType::Boolean if trimmed_value.is_empty() => Value::Null,
|
||||||
AllowedType::Boolean => match trimmed_value.parse::<bool>() {
|
AllowedType::Boolean => match trimmed_value.parse::<bool>() {
|
||||||
Ok(bool) => Value::from(bool),
|
Ok(bool) => Value::from(bool),
|
||||||
Err(error) => {
|
Err(error) => {
|
||||||
panic!("bad bool")
|
return Err(DocumentFormatError::MalformedPayload(
|
||||||
// return Err(Error::ParseBool {
|
Error::ParseBool { error, line, value: value.to_string() },
|
||||||
// error,
|
ptype,
|
||||||
// line,
|
))
|
||||||
// value: value.to_string(),
|
|
||||||
// });
|
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
AllowedType::String if value.is_empty() => Value::Null,
|
AllowedType::String if value.is_empty() => Value::Null,
|
||||||
AllowedType::String => Value::from(value),
|
AllowedType::String => Value::from(value),
|
||||||
};
|
};
|
||||||
|
|
||||||
*object.get_mut(name).unwrap() = value;
|
*object.get_mut(*name).expect("encountered an unknown field") = value;
|
||||||
}
|
}
|
||||||
|
|
||||||
serde_json::to_writer(&mut output, &object).unwrap();
|
serde_json::to_writer(&mut output, &object)
|
||||||
|
.map_err(|e| DocumentFormatError::from((ptype, e)))?;
|
||||||
}
|
}
|
||||||
|
|
||||||
Ok(line.saturating_sub(1) as u64)
|
Ok(line as u64)
|
||||||
}
|
}
|
||||||
|
|
||||||
/// Reads JSON from temporary file and write an obkv batch to writer.
|
/// Reads JSON from temporary file and write an obkv batch to writer.
|
||||||
|
Loading…
Reference in New Issue
Block a user