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use csv::Reader;
use darling::FromDeriveInput;
use proc_macro2::{Span, TokenStream};
use quote::quote;
use std::path::PathBuf;
use syn::{spanned::Spanned, Error, Ident, LitFloat, LitStr, Path};
use crate::store::{InterpolatedDataLayoutColumn, INTERPOLATED_DATA_STORE};
#[derive(Debug, FromDeriveInput)]
#[darling(supports(struct_unit), attributes(table))]
pub struct InterpolatedDataTableArgs {
pub ident: Ident,
pub st: Path,
pub file: LitStr,
}
pub fn derive(
InterpolatedDataTableArgs { file, ident, st }: InterpolatedDataTableArgs,
) -> syn::Result<TokenStream> {
let csv_path = PathBuf::from(format!(
"{}/{}",
std::env::var("CARGO_MANIFEST_DIR")
.expect("environment variable `CARGO_MANIFEST_DIR` must be set"),
file.value()
));
if !csv_path.exists() {
return Err(Error::new(
file.span(),
format!("{:?} does not exist", csv_path),
));
}
let struct_name = &st
.segments
.last()
.ok_or_else(|| Error::new(st.segments.span(), "path must have at least one segment"))?
.ident;
let (time_column_name, data_type, fields, wanted_headers) = {
let timescale_data = (*INTERPOLATED_DATA_STORE).read().unwrap();
let data_layout = timescale_data
.get(&struct_name.to_string())
.ok_or_else(|| {
Error::new(
st.span(),
format!("struct `{}` does not derive TimescaleData", struct_name),
)
})?;
(
data_layout.time_column_name().to_owned(),
data_layout.data_type(),
data_layout
.columns
.iter()
.map(InterpolatedDataLayoutColumn::field)
.collect::<Vec<_>>(),
data_layout
.columns
.iter()
.map(InterpolatedDataLayoutColumn::column_name)
.map(str::to_owned)
.collect::<Vec<_>>(),
)
};
let map_csv_error = |e: csv::Error| -> Error {
Error::new(
file.span(),
format!("failed to csv file {:?}: {}", csv_path, e),
)
};
let mut csv_reader = Reader::from_path(&csv_path).map_err(map_csv_error)?;
let mut csv_headers = csv_reader.headers().map_err(map_csv_error)?.into_iter();
if let Some(h) = csv_headers.next() {
if h != time_column_name {
return Err(Error::new(
file.span(),
format!(
"expected first column `{}` but found column `{}`",
time_column_name, h
),
));
}
} else {
return Err(Error::new(
file.span(),
format!(
"expected first column `{}` but found nothing",
time_column_name,
),
));
}
let csv_headers = csv_headers.collect::<Vec<_>>();
for (i, wanted_header) in wanted_headers.iter().enumerate() {
if let Some(csv_header) = csv_headers.get(i) {
if csv_header != wanted_header {
return Err(Error::new(
file.span(),
format!(
"header `{}` at position {} does not match expected `{}`",
csv_header,
i + 1,
wanted_header
),
));
}
} else {
return Err(Error::new(
file.span(),
format!(
"header `{}` (#{}) is missing from the csv file",
wanted_header,
i + 1
),
));
}
}
let excess_headers = &csv_headers[wanted_headers.len()..];
if !excess_headers.is_empty() {
return Err(Error::new(
file.span(),
format!(
"csv file contained headers not defined in struct `{}`: {}",
struct_name,
excess_headers.join(", ")
),
));
}
let records = csv_reader
.records()
.map(|record| {
record.map(|record| {
let mut record = record
.iter()
.map(|x| LitFloat::new(&format!("{}{}", x, data_type), Span::call_site()));
(
record.next().unwrap(),
record.zip(&fields).collect::<Vec<_>>(),
)
})
})
.collect::<Result<Vec<_>, _>>()
.map_err(map_csv_error)?;
fn map_fields_to_assignment((value, field): &(LitFloat, &Ident)) -> TokenStream {
quote! {
#field: #value
}
}
let (low_saturation, low_value) = records
.first()
.map(|(time, fields)| {
let struct_fields = fields.iter().map(map_fields_to_assignment);
(
quote! {
_ if time <= #time => InterpolatedDataPoint::Saturation(#struct_name {
#(#struct_fields),*
}),
},
time,
)
})
.ok_or_else(|| Error::new(file.span(), "csv file must have at least one entry of data"))?;
let (high_saturation, high_value) = records
.last()
.map(|(time, fields)| {
let struct_fields = fields.iter().map(map_fields_to_assignment);
(
quote! {
_ if time >= #time => InterpolatedDataPoint::Saturation(#struct_name {
#(#struct_fields),*
}),
},
time,
)
})
.ok_or_else(|| Error::new(file.span(), "csv file must have at least one entry of data"))?;
let lerps = if records.len() == 1 {
Vec::new()
} else {
let mut lerps = Vec::new();
for (i, (low_time, low_fields)) in records.iter().enumerate() {
if let Some((high_time, high_fields)) = records.get(i + 1) {
let low_fields = low_fields.iter().map(map_fields_to_assignment);
let high_fields = high_fields.iter().map(map_fields_to_assignment);
lerps.push(quote! {
_ if time >= #low_time && time < #high_time => {
InterpolatedDataPoint::Interpolation {
next: #struct_name {
#(#high_fields),*
},
prev: #struct_name {
#(#low_fields),*
},
percent: (time - #low_time) / (#high_time - #low_time),
}
}
});
} else {
break;
}
}
lerps
};
let csv_path = csv_path.to_string_lossy();
Ok(quote! {
const _: () = {
use timescale::InterpolatedDataPoint;
include_bytes!(#csv_path);
#[automatically_derived]
impl InterpolatedDataTable for #ident {
type Datapoint = #st;
type Time = #data_type;
const MIN: Self::Time = #low_value;
const MAX: Self::Time = #high_value;
fn get_raw(time: Self::Time) -> InterpolatedDataPoint<Self::Datapoint, Self::Time> {
match time {
#low_saturation
#(#lerps),*
#high_saturation
_ => unreachable!(),
}
}
}
};
})
}