pub mod data;
pub mod error;
pub mod grib1;
pub mod grid;
pub mod indicator;
pub mod metadata;
pub mod parameter;
pub mod product;
pub mod sections;
pub use data::{
ComplexPackingParams, DataRepresentation, DecodeSample, ImagePackingParams,
Jpeg2000PackingParams, PngPackingParams, SimplePackingParams, SpatialDifferencingParams,
};
pub use error::{Error, Result};
pub use grib1::{BinaryDataSection, GridDescription, ProductDefinition as Grib1ProductDefinition};
pub use grid::{GridDefinition, LambertConformalGrid, LatLonGrid, PolarStereographicGrid};
pub use metadata::{ForecastTimeUnit, Parameter, ParameterTableSource, ReferenceTime};
pub use parameter::{
LocalParameterEntry, LocalParameterTable, OwnedLocalParameterEntry, BUILTIN_LOCAL_PARAMETERS,
LOCAL_PARAMETER_TABLE_CSV_HEADER,
};
pub use product::{
AnalysisOrForecastTemplate, EnsembleStatisticalProcessTemplate, FixedSurface, Identification,
IndividualEnsembleForecastTemplate, ProductDefinition, ProductDefinitionTemplate,
StatisticalProcessTemplate, StatisticalTimeRange,
};
use std::path::Path;
use std::sync::Arc;
use memmap2::Mmap;
use ndarray::{ArrayD, IxDyn};
use crate::data::{
bitmap_payload as grib2_bitmap_payload, count_bitmap_present_points, decode_field_into,
decode_payload_into,
};
use crate::indicator::Indicator;
use crate::parameter::lookup_parameter_with_local_entries;
use crate::sections::{index_fields, FieldSections, SectionRef};
#[cfg(feature = "rayon")]
use rayon::prelude::*;
const GRIB_MAGIC: &[u8; 4] = b"GRIB";
pub const DEFAULT_MAX_DECODED_POINTS: usize = 25_000_000;
pub const DEFAULT_MAX_AXIS_POINTS: usize = 1_000_000;
#[derive(Debug, Clone, Copy)]
pub struct OpenOptions {
pub strict: bool,
pub max_decoded_points: Option<usize>,
pub max_axis_points: Option<usize>,
}
impl Default for OpenOptions {
fn default() -> Self {
Self {
strict: true,
max_decoded_points: Some(DEFAULT_MAX_DECODED_POINTS),
max_axis_points: Some(DEFAULT_MAX_AXIS_POINTS),
}
}
}
impl OpenOptions {
pub fn with_max_decoded_points(mut self, max: usize) -> Self {
self.max_decoded_points = Some(max);
self
}
pub fn with_max_axis_points(mut self, max: usize) -> Self {
self.max_axis_points = Some(max);
self
}
pub fn without_decoded_point_limit(mut self) -> Self {
self.max_decoded_points = None;
self
}
pub fn without_axis_point_limit(mut self) -> Self {
self.max_axis_points = None;
self
}
pub fn without_limits(mut self) -> Self {
self.max_decoded_points = None;
self.max_axis_points = None;
self
}
}
#[derive(Debug, Clone, Copy)]
pub struct PredefinedBitmap<'a> {
pub center_id: u16,
pub subcenter_id: Option<u16>,
pub table_reference: u16,
pub bitmap: &'a [u8],
}
#[derive(Debug, Clone)]
pub struct MessageMetadata {
pub edition: u8,
pub center_id: u16,
pub subcenter_id: u16,
pub discipline: Option<u8>,
pub reference_time: ReferenceTime,
pub parameter: Parameter,
pub grid: GridDefinition,
pub data_representation: DataRepresentation,
pub forecast_time_unit: Option<u8>,
pub forecast_time: Option<u32>,
pub message_offset: u64,
pub message_length: u64,
pub field_index_in_message: usize,
grib1_product: Option<grib1::ProductDefinition>,
grib2_identification: Option<Identification>,
grib2_product: Option<ProductDefinition>,
}
pub struct GribFile {
data: GribData,
messages: Vec<MessageIndex>,
options: OpenOptions,
}
#[derive(Clone)]
struct MessageIndex {
offset: usize,
length: usize,
metadata: MessageMetadata,
decode_plan: DecodePlan,
}
#[derive(Clone)]
enum DecodePlan {
Grib1 {
bitmap: Option<Grib1BitmapSource>,
data: SectionRef,
},
Grib2(FieldSections),
}
#[derive(Clone)]
enum Grib1BitmapSource {
Explicit(SectionRef),
Predefined(Arc<[u8]>),
}
enum GribData {
Mmap(Mmap),
Bytes(Vec<u8>),
}
impl GribData {
fn as_bytes(&self) -> &[u8] {
match self {
GribData::Mmap(m) => m,
GribData::Bytes(b) => b,
}
}
}
impl GribFile {
pub fn open<P: AsRef<Path>>(path: P) -> Result<Self> {
Self::open_with_options(path, OpenOptions::default())
}
pub fn open_with_options<P: AsRef<Path>>(path: P, options: OpenOptions) -> Result<Self> {
Self::open_with_local_parameters(path, options, &[])
}
pub fn open_with_local_parameters<P: AsRef<Path>>(
path: P,
options: OpenOptions,
local_parameters: &[LocalParameterEntry<'_>],
) -> Result<Self> {
Self::open_with_local_parameters_and_grib1_predefined_bitmaps(
path,
options,
local_parameters,
&[],
)
}
pub fn open_with_grib1_predefined_bitmaps<P: AsRef<Path>>(
path: P,
options: OpenOptions,
predefined_bitmaps: &[PredefinedBitmap<'_>],
) -> Result<Self> {
Self::open_with_local_parameters_and_grib1_predefined_bitmaps(
path,
options,
&[],
predefined_bitmaps,
)
}
pub fn open_with_local_parameters_and_grib1_predefined_bitmaps<P: AsRef<Path>>(
path: P,
options: OpenOptions,
local_parameters: &[LocalParameterEntry<'_>],
predefined_bitmaps: &[PredefinedBitmap<'_>],
) -> Result<Self> {
let file = std::fs::File::open(path.as_ref())
.map_err(|e| Error::Io(e, path.as_ref().display().to_string()))?;
let mmap = unsafe { Mmap::map(&file) }
.map_err(|e| Error::Io(e, path.as_ref().display().to_string()))?;
Self::from_data(
GribData::Mmap(mmap),
options,
local_parameters,
predefined_bitmaps,
)
}
pub fn from_bytes(data: Vec<u8>) -> Result<Self> {
Self::from_bytes_with_options(data, OpenOptions::default())
}
pub fn from_bytes_with_options(data: Vec<u8>, options: OpenOptions) -> Result<Self> {
Self::from_bytes_with_local_parameters(data, options, &[])
}
pub fn from_bytes_with_local_parameters(
data: Vec<u8>,
options: OpenOptions,
local_parameters: &[LocalParameterEntry<'_>],
) -> Result<Self> {
Self::from_bytes_with_local_parameters_and_grib1_predefined_bitmaps(
data,
options,
local_parameters,
&[],
)
}
pub fn from_bytes_with_grib1_predefined_bitmaps(
data: Vec<u8>,
options: OpenOptions,
predefined_bitmaps: &[PredefinedBitmap<'_>],
) -> Result<Self> {
Self::from_bytes_with_local_parameters_and_grib1_predefined_bitmaps(
data,
options,
&[],
predefined_bitmaps,
)
}
pub fn from_bytes_with_local_parameters_and_grib1_predefined_bitmaps(
data: Vec<u8>,
options: OpenOptions,
local_parameters: &[LocalParameterEntry<'_>],
predefined_bitmaps: &[PredefinedBitmap<'_>],
) -> Result<Self> {
Self::from_data(
GribData::Bytes(data),
options,
local_parameters,
predefined_bitmaps,
)
}
fn from_data(
data: GribData,
options: OpenOptions,
local_parameters: &[LocalParameterEntry<'_>],
predefined_bitmaps: &[PredefinedBitmap<'_>],
) -> Result<Self> {
let messages = scan_messages(
data.as_bytes(),
options,
local_parameters,
predefined_bitmaps,
)?;
if messages.is_empty() {
return Err(Error::NoMessages);
}
Ok(Self {
data,
messages,
options,
})
}
pub fn edition(&self) -> u8 {
self.messages
.first()
.map(|message| message.metadata.edition)
.unwrap_or(0)
}
pub fn message_count(&self) -> usize {
self.messages.len()
}
pub fn message(&self, index: usize) -> Result<Message<'_>> {
let record = self
.messages
.get(index)
.ok_or(Error::MessageNotFound(index))?;
let bytes = &self.data.as_bytes()[record.offset..record.offset + record.length];
Ok(Message {
index,
bytes,
metadata: &record.metadata,
decode_plan: record.decode_plan.clone(),
options: self.options,
})
}
pub fn messages(&self) -> MessageIter<'_> {
MessageIter {
file: self,
index: 0,
}
}
pub fn read_all_data_as_f64(&self) -> Result<Vec<ArrayD<f64>>> {
#[cfg(feature = "rayon")]
{
(0..self.message_count())
.into_par_iter()
.map(|index| self.message(index)?.read_data_as_f64())
.collect()
}
#[cfg(not(feature = "rayon"))]
{
(0..self.message_count())
.map(|index| self.message(index)?.read_data_as_f64())
.collect()
}
}
pub fn read_all_data_as_f32(&self) -> Result<Vec<ArrayD<f32>>> {
#[cfg(feature = "rayon")]
{
(0..self.message_count())
.into_par_iter()
.map(|index| self.message(index)?.read_data_as_f32())
.collect()
}
#[cfg(not(feature = "rayon"))]
{
(0..self.message_count())
.map(|index| self.message(index)?.read_data_as_f32())
.collect()
}
}
}
pub struct Message<'a> {
bytes: &'a [u8],
metadata: &'a MessageMetadata,
decode_plan: DecodePlan,
options: OpenOptions,
index: usize,
}
impl<'a> Message<'a> {
pub fn edition(&self) -> u8 {
self.metadata.edition
}
pub fn index(&self) -> usize {
self.index
}
pub fn metadata(&self) -> &MessageMetadata {
self.metadata
}
pub fn reference_time(&self) -> &ReferenceTime {
&self.metadata.reference_time
}
pub fn parameter(&self) -> &Parameter {
&self.metadata.parameter
}
pub fn center_id(&self) -> u16 {
self.metadata.center_id
}
pub fn subcenter_id(&self) -> u16 {
self.metadata.subcenter_id
}
pub fn identification(&self) -> Option<&Identification> {
self.metadata.grib2_identification.as_ref()
}
pub fn product_definition(&self) -> Option<&ProductDefinition> {
self.metadata.grib2_product.as_ref()
}
pub fn grib1_product_definition(&self) -> Option<&grib1::ProductDefinition> {
self.metadata.grib1_product.as_ref()
}
pub fn grid_definition(&self) -> &GridDefinition {
&self.metadata.grid
}
pub fn parameter_name(&self) -> &str {
self.metadata.parameter.short_name.as_ref()
}
pub fn parameter_description(&self) -> &str {
self.metadata.parameter.description.as_ref()
}
pub fn forecast_time_unit(&self) -> Option<u8> {
self.metadata.forecast_time_unit
}
pub fn forecast_time_unit_kind(&self) -> Option<ForecastTimeUnit> {
let unit = self.metadata.forecast_time_unit?;
ForecastTimeUnit::from_edition_and_code(self.metadata.edition, unit)
}
pub fn forecast_time(&self) -> Option<u32> {
self.metadata.forecast_time
}
pub fn valid_time(&self) -> Option<ReferenceTime> {
if let Some(end) = self
.metadata
.grib2_product
.as_ref()
.and_then(ProductDefinition::end_of_overall_time_interval)
{
return Some(end);
}
let unit = self.metadata.forecast_time_unit?;
let lead = self.metadata.forecast_time?;
self.metadata
.reference_time
.checked_add_forecast_time_by_edition(self.metadata.edition, unit, lead)
}
pub fn grid_shape(&self) -> (usize, usize) {
self.metadata.grid.shape()
}
pub fn latitudes(&self) -> Result<Option<Vec<f64>>> {
self.metadata
.grid
.as_lat_lon()
.map(|grid| grid.latitudes_with_limit(self.options.max_axis_points))
.transpose()
}
pub fn longitudes(&self) -> Result<Option<Vec<f64>>> {
self.metadata
.grid
.as_lat_lon()
.map(|grid| grid.longitudes_with_limit(self.options.max_axis_points))
.transpose()
}
pub fn projected_x_coordinates(&self) -> Result<Option<Vec<f64>>> {
self.metadata
.grid
.projected_x_coordinates_with_limit(self.options.max_axis_points)
}
pub fn projected_y_coordinates(&self) -> Result<Option<Vec<f64>>> {
self.metadata
.grid
.projected_y_coordinates_with_limit(self.options.max_axis_points)
}
pub fn decode_into<T: DecodeSample>(&self, out: &mut [T]) -> Result<()> {
self.metadata.grid.validate_supported_scan_order()?;
let num_grid_points = self.checked_num_points()?;
if out.len() != num_grid_points {
return Err(Error::DataLengthMismatch {
expected: num_grid_points,
actual: out.len(),
});
}
match &self.decode_plan {
DecodePlan::Grib2(field) => {
let data_section = section_bytes(self.bytes, field.data);
let bitmap_section = match field.bitmap {
Some(section) => grib2_bitmap_payload(section_bytes(self.bytes, section))?,
None => None,
};
decode_field_into(
data_section,
&self.metadata.data_representation,
bitmap_section,
num_grid_points,
out,
)?
}
DecodePlan::Grib1 { bitmap, data } => {
let bitmap_section = match bitmap {
Some(Grib1BitmapSource::Explicit(section)) => {
grib1::bitmap_payload(section_bytes(self.bytes, *section))?
}
Some(Grib1BitmapSource::Predefined(payload)) => Some(payload.as_ref()),
None => None,
};
let data_section = section_bytes(self.bytes, *data);
if data_section.len() < 11 {
return Err(Error::InvalidSection {
section: 4,
reason: format!("expected at least 11 bytes, got {}", data_section.len()),
});
}
decode_payload_into(
&data_section[11..],
&self.metadata.data_representation,
bitmap_section,
num_grid_points,
out,
)?
}
}
self.metadata.grid.reorder_for_ndarray_in_place(out)
}
pub fn read_flat_data_as_f64(&self) -> Result<Vec<f64>> {
let num_grid_points = self.checked_num_points()?;
let mut decoded = zeroed_vec(num_grid_points, 0.0_f64, "decoded f64 field")?;
self.decode_into(&mut decoded)?;
Ok(decoded)
}
pub fn read_flat_data_as_f32(&self) -> Result<Vec<f32>> {
let num_grid_points = self.checked_num_points()?;
let mut decoded = zeroed_vec(num_grid_points, 0.0_f32, "decoded f32 field")?;
self.decode_into(&mut decoded)?;
Ok(decoded)
}
pub fn read_data_as_f64(&self) -> Result<ArrayD<f64>> {
let ordered = self.read_flat_data_as_f64()?;
ArrayD::from_shape_vec(IxDyn(&self.metadata.grid.ndarray_shape()), ordered)
.map_err(|e| Error::Other(format!("failed to build ndarray from decoded field: {e}")))
}
pub fn read_data_as_f32(&self) -> Result<ArrayD<f32>> {
let ordered = self.read_flat_data_as_f32()?;
ArrayD::from_shape_vec(IxDyn(&self.metadata.grid.ndarray_shape()), ordered)
.map_err(|e| Error::Other(format!("failed to build ndarray from decoded field: {e}")))
}
pub fn raw_bytes(&self) -> &[u8] {
self.bytes
}
fn checked_num_points(&self) -> Result<usize> {
let num_grid_points = self.metadata.grid.checked_num_points()?;
ensure_limit(
"decoded grid points",
num_grid_points,
self.options.max_decoded_points,
)?;
Ok(num_grid_points)
}
}
pub struct MessageIter<'a> {
file: &'a GribFile,
index: usize,
}
impl<'a> Iterator for MessageIter<'a> {
type Item = Message<'a>;
fn next(&mut self) -> Option<Self::Item> {
if self.index >= self.file.message_count() {
return None;
}
let message = self.file.message(self.index).ok()?;
self.index += 1;
Some(message)
}
}
fn section_bytes(msg_bytes: &[u8], section: SectionRef) -> &[u8] {
&msg_bytes[section.offset..section.offset + section.length]
}
fn zeroed_vec<T: Copy>(len: usize, value: T, what: &'static str) -> Result<Vec<T>> {
let mut out = Vec::new();
out.try_reserve(len)
.map_err(|e| Error::Other(format!("failed to reserve {len} {what} values: {e}")))?;
out.resize(len, value);
Ok(out)
}
fn ensure_limit(what: &'static str, requested: usize, limit: Option<usize>) -> Result<()> {
if let Some(limit) = limit {
if requested > limit {
return Err(Error::LimitExceeded {
what,
requested,
limit,
});
}
}
Ok(())
}
fn scan_messages(
data: &[u8],
options: OpenOptions,
local_parameters: &[LocalParameterEntry<'_>],
predefined_bitmaps: &[PredefinedBitmap<'_>],
) -> Result<Vec<MessageIndex>> {
let mut messages = Vec::new();
let mut pos = 0usize;
while pos + 8 <= data.len() {
if &data[pos..pos + 4] != GRIB_MAGIC {
pos += 1;
continue;
}
let (indicator, next_pos) = match locate_message(data, pos) {
Ok(located) => located,
Err(err) if !options.strict && is_recoverable_candidate_error(&err) => {
pos += 4;
continue;
}
Err(err) => return Err(err),
};
let message_bytes = &data[pos..next_pos];
let indexed = match indicator.edition {
1 => index_grib1_message(message_bytes, pos, options, predefined_bitmaps)?,
2 => index_grib2_message(message_bytes, pos, options, &indicator, local_parameters)?,
other => return Err(Error::UnsupportedEdition(other)),
};
messages.extend(indexed);
pos = next_pos;
}
Ok(messages)
}
fn is_recoverable_candidate_error(err: &Error) -> bool {
matches!(err, Error::InvalidMessage(_) | Error::Truncated { .. })
}
fn locate_message(data: &[u8], pos: usize) -> Result<(Indicator, usize)> {
let edition = Indicator::edition(&data[pos..]).ok_or_else(|| {
Error::InvalidMessage(format!("failed to parse indicator at byte offset {pos}"))
})?;
if !matches!(edition, 1 | 2) {
return Err(Error::UnsupportedEdition(edition));
}
let indicator = Indicator::parse(&data[pos..]).ok_or_else(|| {
Error::InvalidMessage(format!("failed to parse indicator at byte offset {pos}"))
})?;
let length = indicator.total_length as usize;
if length < 12 {
return Err(Error::InvalidMessage(format!(
"message at byte offset {pos} reports impossible length {length}"
)));
}
let end = pos
.checked_add(length)
.ok_or_else(|| Error::InvalidMessage("message length overflow".into()))?;
if end > data.len() {
return Err(Error::Truncated { offset: end as u64 });
}
if &data[end - 4..end] != b"7777" {
return Err(Error::InvalidMessage(format!(
"message at byte offset {pos} does not end with 7777"
)));
}
Ok((indicator, end))
}
fn index_grib1_message(
message_bytes: &[u8],
offset: usize,
options: OpenOptions,
predefined_bitmaps: &[PredefinedBitmap<'_>],
) -> Result<Vec<MessageIndex>> {
let sections = grib1::parse_message_sections(message_bytes)?;
let grid_ref = sections.grid.ok_or_else(|| {
Error::InvalidSectionOrder(
"GRIB1 decoding requires an explicit grid definition section".into(),
)
})?;
let grid_description = GridDescription::parse(section_bytes(message_bytes, grid_ref))?;
let grid = grid_description.grid;
let num_grid_points = validate_grid_limits(&grid, options)?;
let bitmap = match sections.bitmap {
Some(section) => {
let section_bytes = section_bytes(message_bytes, section);
let table_reference = grib1::bitmap_table_reference(section_bytes)?;
if table_reference == 0 {
Some(Grib1BitmapSource::Explicit(section))
} else {
let payload = resolve_predefined_bitmap(
predefined_bitmaps,
sections.product.center_id as u16,
sections.product.subcenter_id as u16,
table_reference,
)?;
Some(Grib1BitmapSource::Predefined(Arc::from(payload)))
}
}
None => None,
};
let bitmap_present_count = match &bitmap {
Some(Grib1BitmapSource::Explicit(section)) => {
let bitmap_payload = grib1::bitmap_payload(section_bytes(message_bytes, *section))?
.ok_or(Error::MissingBitmap)?;
count_bitmap_present_points(bitmap_payload, num_grid_points)?
}
Some(Grib1BitmapSource::Predefined(payload)) => {
count_bitmap_present_points(payload, num_grid_points)?
}
None => num_grid_points,
};
let (_bds, data_representation) = BinaryDataSection::parse(
section_bytes(message_bytes, sections.data),
sections.product.decimal_scale,
bitmap_present_count,
)?;
let parameter = sections.product.parameter();
Ok(vec![MessageIndex {
offset,
length: message_bytes.len(),
decode_plan: DecodePlan::Grib1 {
bitmap,
data: sections.data,
},
metadata: MessageMetadata {
edition: 1,
center_id: sections.product.center_id as u16,
subcenter_id: sections.product.subcenter_id as u16,
discipline: None,
reference_time: sections.product.reference_time,
parameter,
grid,
data_representation,
forecast_time_unit: Some(sections.product.forecast_time_unit),
forecast_time: sections.product.forecast_time(),
message_offset: offset as u64,
message_length: message_bytes.len() as u64,
field_index_in_message: 0,
grib1_product: Some(sections.product),
grib2_identification: None,
grib2_product: None,
},
}])
}
fn resolve_predefined_bitmap<'a>(
predefined_bitmaps: &[PredefinedBitmap<'a>],
center_id: u16,
subcenter_id: u16,
table_reference: u16,
) -> Result<&'a [u8]> {
predefined_bitmaps
.iter()
.find(|entry| {
entry.center_id == center_id
&& entry.subcenter_id == Some(subcenter_id)
&& entry.table_reference == table_reference
})
.or_else(|| {
predefined_bitmaps.iter().find(|entry| {
entry.center_id == center_id
&& entry.subcenter_id.is_none()
&& entry.table_reference == table_reference
})
})
.map(|entry| entry.bitmap)
.ok_or(Error::UnsupportedBitmapIndicator(table_reference))
}
fn validate_grid_limits(grid: &GridDefinition, options: OpenOptions) -> Result<usize> {
let num_grid_points = grid.checked_num_points()?;
ensure_limit(
"decoded grid points",
num_grid_points,
options.max_decoded_points,
)?;
Ok(num_grid_points)
}
fn validate_grib2_grid_points(grid: &GridDefinition) -> Result<()> {
let Some(declared) = grid.declared_num_points() else {
return Ok(());
};
let projected = grid.shape_num_points()?;
if declared != projected {
return Err(Error::InvalidSection {
section: 3,
reason: format!(
"grid template 3.{} declares {declared} points but Nx*Ny is {projected}",
grid.template_number()
),
});
}
Ok(())
}
fn index_grib2_message(
message_bytes: &[u8],
offset: usize,
options: OpenOptions,
indicator: &Indicator,
local_parameters: &[LocalParameterEntry<'_>],
) -> Result<Vec<MessageIndex>> {
let fields = index_fields(message_bytes)?;
let mut messages = Vec::with_capacity(fields.len());
for (field_index_in_message, field_sections) in fields.into_iter().enumerate() {
let identification =
Identification::parse(section_bytes(message_bytes, field_sections.identification))?;
let grid_section = section_bytes(message_bytes, field_sections.grid);
let grid = GridDefinition::parse(grid_section)?;
validate_grib2_grid_points(&grid)?;
validate_grid_limits(&grid, options)?;
let product =
ProductDefinition::parse(section_bytes(message_bytes, field_sections.product))?;
let data_representation = DataRepresentation::parse(section_bytes(
message_bytes,
field_sections.data_representation,
))?;
let parameter = lookup_parameter_with_local_entries(
indicator.discipline,
product.parameter_category,
product.parameter_number,
identification.center_id,
identification.subcenter_id,
identification.local_table_version,
local_parameters,
);
messages.push(MessageIndex {
offset,
length: message_bytes.len(),
decode_plan: DecodePlan::Grib2(field_sections),
metadata: MessageMetadata {
edition: indicator.edition,
center_id: identification.center_id,
subcenter_id: identification.subcenter_id,
discipline: Some(indicator.discipline),
reference_time: ReferenceTime {
year: identification.reference_year,
month: identification.reference_month,
day: identification.reference_day,
hour: identification.reference_hour,
minute: identification.reference_minute,
second: identification.reference_second,
},
parameter,
grid,
data_representation,
forecast_time_unit: product.forecast_time_unit(),
forecast_time: product.forecast_time(),
message_offset: offset as u64,
message_length: message_bytes.len() as u64,
field_index_in_message,
grib1_product: None,
grib2_identification: Some(identification),
grib2_product: Some(product),
},
});
}
Ok(messages)
}
#[cfg(test)]
mod tests {
use super::*;
fn grib_i32_bytes(value: i32) -> [u8; 4] {
if value >= 0 {
(value as u32).to_be_bytes()
} else {
((-value) as u32 | 0x8000_0000).to_be_bytes()
}
}
fn build_indicator(total_len: usize, discipline: u8) -> Vec<u8> {
let mut indicator = Vec::with_capacity(16);
indicator.extend_from_slice(b"GRIB");
indicator.extend_from_slice(&[0, 0]);
indicator.push(discipline);
indicator.push(2);
indicator.extend_from_slice(&(total_len as u64).to_be_bytes());
indicator
}
fn build_identification() -> Vec<u8> {
let mut section = vec![0u8; 21];
section[..4].copy_from_slice(&(21u32).to_be_bytes());
section[4] = 1;
section[5..7].copy_from_slice(&7u16.to_be_bytes());
section[7..9].copy_from_slice(&0u16.to_be_bytes());
section[9] = 35;
section[10] = 1;
section[11] = 1;
section[12..14].copy_from_slice(&2026u16.to_be_bytes());
section[14] = 3;
section[15] = 20;
section[16] = 12;
section[17] = 0;
section[18] = 0;
section[19] = 0;
section[20] = 1;
section
}
fn build_grid(ni: u32, nj: u32, scanning_mode: u8) -> Vec<u8> {
let mut section = vec![0u8; 72];
section[..4].copy_from_slice(&(72u32).to_be_bytes());
section[4] = 3;
section[6..10].copy_from_slice(&(ni * nj).to_be_bytes());
section[12..14].copy_from_slice(&0u16.to_be_bytes());
section[30..34].copy_from_slice(&ni.to_be_bytes());
section[34..38].copy_from_slice(&nj.to_be_bytes());
section[46..50].copy_from_slice(&grib_i32_bytes(50_000_000));
section[50..54].copy_from_slice(&grib_i32_bytes(-120_000_000));
section[55..59].copy_from_slice(&grib_i32_bytes(49_000_000));
section[59..63].copy_from_slice(&grib_i32_bytes(-119_000_000));
section[63..67].copy_from_slice(&1_000_000u32.to_be_bytes());
section[67..71].copy_from_slice(&1_000_000u32.to_be_bytes());
section[71] = scanning_mode;
section
}
fn build_product(parameter_category: u8, parameter_number: u8) -> Vec<u8> {
let mut section = vec![0u8; 34];
section[..4].copy_from_slice(&(34u32).to_be_bytes());
section[4] = 4;
section[7..9].copy_from_slice(&0u16.to_be_bytes());
section[9] = parameter_category;
section[10] = parameter_number;
section[11] = 2;
section[17] = 1;
section[18..22].copy_from_slice(&0u32.to_be_bytes());
section[22] = 103;
section[23] = 0;
section[24..28].copy_from_slice(&850u32.to_be_bytes());
section[28] = 255;
section
}
fn build_simple_representation(encoded_values: usize, bits_per_value: u8) -> Vec<u8> {
let mut section = vec![0u8; 21];
section[..4].copy_from_slice(&(21u32).to_be_bytes());
section[4] = 5;
section[5..9].copy_from_slice(&(encoded_values as u32).to_be_bytes());
section[9..11].copy_from_slice(&0u16.to_be_bytes());
section[11..15].copy_from_slice(&0f32.to_be_bytes());
section[19] = bits_per_value;
section[20] = 0;
section
}
fn pack_u8_values(values: &[u8]) -> Vec<u8> {
values.to_vec()
}
fn build_bitmap(bits: &[bool]) -> Vec<u8> {
let payload_len = bits.len().div_ceil(8) + 1;
let mut section = vec![0u8; payload_len + 5];
section[..4].copy_from_slice(&((payload_len + 5) as u32).to_be_bytes());
section[4] = 6;
section[5] = 0;
for (index, bit) in bits.iter().copied().enumerate() {
if bit {
section[6 + index / 8] |= 1 << (7 - (index % 8));
}
}
section
}
fn build_data(payload: &[u8]) -> Vec<u8> {
let mut section = vec![0u8; payload.len() + 5];
section[..4].copy_from_slice(&((payload.len() + 5) as u32).to_be_bytes());
section[4] = 7;
section[5..].copy_from_slice(payload);
section
}
fn assemble_grib2_message(sections: &[Vec<u8>]) -> Vec<u8> {
let total_len = 16 + sections.iter().map(|section| section.len()).sum::<usize>() + 4;
let mut message = build_indicator(total_len, 0);
for section in sections {
message.extend_from_slice(section);
}
message.extend_from_slice(b"7777");
message
}
fn build_grib1_message(values: &[u8]) -> Vec<u8> {
let mut pds = vec![0u8; 28];
pds[..3].copy_from_slice(&[0, 0, 28]);
pds[3] = 2;
pds[4] = 7;
pds[5] = 255;
pds[6] = 0;
pds[7] = 0b1000_0000;
pds[8] = 11;
pds[9] = 100;
pds[10..12].copy_from_slice(&850u16.to_be_bytes());
pds[12] = 26;
pds[13] = 3;
pds[14] = 20;
pds[15] = 12;
pds[16] = 0;
pds[17] = 1;
pds[18] = 0;
pds[19] = 0;
pds[20] = 0;
pds[24] = 21;
pds[25] = 0;
let mut gds = vec![0u8; 32];
gds[..3].copy_from_slice(&[0, 0, 32]);
gds[5] = 0;
gds[6..8].copy_from_slice(&2u16.to_be_bytes());
gds[8..10].copy_from_slice(&2u16.to_be_bytes());
gds[10..13].copy_from_slice(&[0x01, 0x4d, 0x50]);
gds[13..16].copy_from_slice(&[0x81, 0xd4, 0xc0]);
gds[16] = 0x80;
gds[17..20].copy_from_slice(&[0x01, 0x49, 0x68]);
gds[20..23].copy_from_slice(&[0x81, 0xd0, 0xd8]);
gds[23..25].copy_from_slice(&1000u16.to_be_bytes());
gds[25..27].copy_from_slice(&1000u16.to_be_bytes());
let mut bds = vec![0u8; 11 + values.len()];
let len = bds.len() as u32;
bds[..3].copy_from_slice(&[(len >> 16) as u8, (len >> 8) as u8, len as u8]);
bds[3] = 0;
bds[10] = 8;
bds[11..].copy_from_slice(values);
let total_len = 8 + pds.len() + gds.len() + bds.len() + 4;
let mut message = Vec::new();
message.extend_from_slice(b"GRIB");
message.extend_from_slice(&[
((total_len >> 16) & 0xff) as u8,
((total_len >> 8) & 0xff) as u8,
(total_len & 0xff) as u8,
1,
]);
message.extend_from_slice(&pds);
message.extend_from_slice(&gds);
message.extend_from_slice(&bds);
message.extend_from_slice(b"7777");
message
}
fn build_grib1_message_with_predefined_bitmap(values: &[u8], table_reference: u16) -> Vec<u8> {
let mut message = build_grib1_message(values);
message[8 + 7] = 0b1100_0000;
let mut bitmap = [0u8; 6];
bitmap[..3].copy_from_slice(&[0, 0, 6]);
bitmap[4..6].copy_from_slice(&table_reference.to_be_bytes());
let bitmap_offset = 8 + 28 + 32;
message.splice(bitmap_offset..bitmap_offset, bitmap);
let total_len = message.len();
message[4] = ((total_len >> 16) & 0xff) as u8;
message[5] = ((total_len >> 8) & 0xff) as u8;
message[6] = (total_len & 0xff) as u8;
message
}
#[test]
fn scans_single_grib2_message() {
let message = assemble_grib2_message(&[
build_identification(),
build_grid(2, 2, 0),
build_product(0, 0),
build_simple_representation(4, 8),
build_data(&pack_u8_values(&[1, 2, 3, 4])),
]);
let messages = scan_messages(&message, OpenOptions::default(), &[], &[]).unwrap();
assert_eq!(messages.len(), 1);
assert_eq!(messages[0].metadata.parameter.short_name, "TMP");
}
#[test]
fn decodes_simple_grib2_message_to_ndarray() {
let message = assemble_grib2_message(&[
build_identification(),
build_grid(2, 2, 0),
build_product(0, 0),
build_simple_representation(4, 8),
build_data(&pack_u8_values(&[1, 2, 3, 4])),
]);
let file = GribFile::from_bytes(message).unwrap();
let array = file.message(0).unwrap().read_data_as_f64().unwrap();
assert_eq!(array.shape(), &[2, 2]);
assert_eq!(
array.iter().copied().collect::<Vec<_>>(),
vec![1.0, 2.0, 3.0, 4.0]
);
}
#[test]
fn applies_bitmap_to_missing_values() {
let message = assemble_grib2_message(&[
build_identification(),
build_grid(2, 2, 0),
build_product(0, 1),
build_simple_representation(3, 8),
build_bitmap(&[true, false, true, true]),
build_data(&pack_u8_values(&[10, 20, 30])),
]);
let file = GribFile::from_bytes(message).unwrap();
let array = file.message(0).unwrap().read_data_as_f64().unwrap();
let values = array.iter().copied().collect::<Vec<_>>();
assert_eq!(values[0], 10.0);
assert!(values[1].is_nan());
assert_eq!(values[2], 20.0);
assert_eq!(values[3], 30.0);
}
#[test]
fn indexes_multiple_fields_in_one_grib2_message() {
let message = assemble_grib2_message(&[
build_identification(),
build_grid(2, 2, 0),
build_product(0, 0),
build_simple_representation(4, 8),
build_data(&pack_u8_values(&[1, 2, 3, 4])),
build_product(0, 2),
build_simple_representation(4, 8),
build_data(&pack_u8_values(&[5, 6, 7, 8])),
]);
let file = GribFile::from_bytes(message).unwrap();
assert_eq!(file.message_count(), 2);
assert_eq!(file.message(0).unwrap().parameter_name(), "TMP");
assert_eq!(file.message(1).unwrap().parameter_name(), "POT");
}
#[test]
fn decodes_simple_grib1_message_to_ndarray() {
let message = build_grib1_message(&[1, 2, 3, 4]);
let file = GribFile::from_bytes(message).unwrap();
assert_eq!(file.edition(), 1);
let field = file.message(0).unwrap();
assert_eq!(field.parameter_name(), "TMP");
assert!(field.identification().is_none());
assert!(field.grib1_product_definition().is_some());
let array = field.read_data_as_f64().unwrap();
assert_eq!(array.shape(), &[2, 2]);
assert_eq!(
array.iter().copied().collect::<Vec<_>>(),
vec![1.0, 2.0, 3.0, 4.0]
);
}
#[test]
fn decodes_grib1_predefined_bitmap_when_supplied() {
let message = build_grib1_message_with_predefined_bitmap(&[9, 7], 300);
let bitmap = [0b1010_0000];
let predefined = [PredefinedBitmap {
center_id: 7,
subcenter_id: Some(0),
table_reference: 300,
bitmap: &bitmap,
}];
let file = GribFile::from_bytes_with_grib1_predefined_bitmaps(
message,
OpenOptions::default(),
&predefined,
)
.unwrap();
let decoded = file.message(0).unwrap().read_flat_data_as_f64().unwrap();
assert_eq!(decoded[0], 9.0);
assert!(decoded[1].is_nan());
assert_eq!(decoded[2], 7.0);
assert!(decoded[3].is_nan());
}
#[test]
fn rejects_grib1_predefined_bitmap_without_supplied_table() {
let message = build_grib1_message_with_predefined_bitmap(&[9, 7], 300);
let err = match GribFile::from_bytes(message) {
Ok(_) => panic!("expected unsupported predefined bitmap"),
Err(err) => err,
};
assert!(matches!(err, Error::UnsupportedBitmapIndicator(300)));
}
}