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use std::fs::File;
use std::path::Path;
use std::path::PathBuf;
use std::sync::Arc;
use csv::{Reader, ReaderBuilder};
use log::trace;
use chord_core::flow::Flow;
use chord_core::input::{async_trait, Error, JobLoader, StageLoader, TaskLoader};
use chord_core::task::TaskId;
use chord_core::value::{Map, Value};
static LOAD_STRATEGY_DEFAULT: &str = "actual";
pub struct CsvJobLoader {
path: PathBuf,
strategy: String,
path_is_task: bool,
}
impl CsvJobLoader {
pub async fn new<P: AsRef<Path>>(
conf: Option<&Value>,
path: P,
path_is_task: bool,
) -> Result<CsvJobLoader, Error> {
let ls = conf
.map(|c| {
c["csv"]["strategy"]
.as_str()
.unwrap_or(LOAD_STRATEGY_DEFAULT)
})
.unwrap_or(LOAD_STRATEGY_DEFAULT);
Ok(CsvJobLoader {
path: path.as_ref().to_path_buf(),
strategy: ls.to_string(),
path_is_task,
})
}
}
#[async_trait]
impl JobLoader for CsvJobLoader {
async fn task(
&self,
task_id: Arc<dyn TaskId>,
flow: Arc<Flow>,
) -> Result<Box<dyn TaskLoader>, Error> {
let mut buf = self.path.clone();
if !self.path_is_task {
for p in task_id.task().split(".") {
buf.push(p);
}
}
let loader = CsvTaskLoader::new(flow, buf, self.strategy.clone()).await?;
Ok(Box::new(loader))
}
}
pub struct CsvTaskLoader {
flow: Arc<Flow>,
path: PathBuf,
strategy: String,
}
impl CsvTaskLoader {
async fn new(flow: Arc<Flow>, path: PathBuf, strategy: String) -> Result<CsvTaskLoader, Error> {
let loader = CsvTaskLoader {
flow,
path,
strategy,
};
Ok(loader)
}
}
#[async_trait]
impl TaskLoader for CsvTaskLoader {
async fn stage(&self, stage_id: &str) -> Result<Box<dyn StageLoader>, Error> {
let path = self.path.join(format!("{}.csv", stage_id));
let strategy = self.flow.stage_loader(stage_id)["strategy"]
.as_str()
.unwrap_or(self.strategy.as_str());
let loader = CsvStageLoader::new(path, strategy.to_string()).await?;
Ok(Box::new(loader))
}
}
struct CsvStageLoader {
row_num: usize,
reader: Reader<File>,
strategy: String,
}
impl CsvStageLoader {
async fn new<P: AsRef<Path>>(path: P, strategy: String) -> Result<CsvStageLoader, Error> {
trace!("new CsvStageLoader {}", path.as_ref().to_str().unwrap());
let loader = CsvStageLoader {
row_num: 1,
reader: from_path(path.as_ref()).await?,
strategy,
};
Ok(loader)
}
}
#[async_trait]
impl StageLoader for CsvStageLoader {
async fn load(&mut self, size: usize) -> Result<Vec<(String, Value)>, Error> {
let dv = load(&mut self.reader, size).await?;
let mut result: Vec<(String, Value)> = vec![];
for d in dv {
self.row_num = self.row_num + 1;
result.push((self.row_num.to_string(), d));
}
if (!result.is_empty()) && result.len() < size {
match self.strategy.as_str() {
"fix_size_repeat_last_page" => {
let last_page = result.clone();
for i in 0..size - result.len() {
let offset = i % last_page.len();
let fake_row = (
(self.row_num + 1 + i).to_string(),
last_page[offset].1.clone(),
);
result.push(fake_row);
}
}
_ => {}
}
}
Ok(result)
}
}
async fn load<R: std::io::Read>(reader: &mut Reader<R>, size: usize) -> Result<Vec<Value>, Error> {
let mut hashmap_vec = Vec::new();
let mut curr_size = 0;
for result in reader.deserialize() {
let result: Map = result?;
let mut record: Map = Map::new();
for (k, v) in result {
if v.is_string() {
record.insert(k, v);
} else {
record.insert(k, Value::String(v.to_string()));
}
}
hashmap_vec.push(Value::Object(record));
curr_size += 1;
if curr_size == size {
break;
}
}
Ok(hashmap_vec)
}
async fn from_path<P: AsRef<Path>>(path: P) -> Result<Reader<File>, Error> {
Ok(ReaderBuilder::new().from_path(path)?)
}