use std::error;
use std::fmt::{Display, Formatter};
use std::io;
use std::result;
use crate::DFSchema;
use arrow::error::ArrowError;
#[cfg(feature = "avro")]
use avro_rs::Error as AvroError;
#[cfg(feature = "jit")]
use cranelift_module::ModuleError;
#[cfg(feature = "parquet")]
use parquet::errors::ParquetError;
use sqlparser::parser::ParserError;
pub type Result<T> = result::Result<T, DataFusionError>;
pub type GenericError = Box<dyn error::Error + Send + Sync>;
#[derive(Debug)]
pub enum DataFusionError {
ArrowError(ArrowError),
#[cfg(feature = "parquet")]
ParquetError(ParquetError),
#[cfg(feature = "avro")]
AvroError(AvroError),
#[cfg(feature = "object_store")]
ObjectStore(object_store::Error),
IoError(io::Error),
SQL(ParserError),
NotImplemented(String),
Internal(String),
Plan(String),
SchemaError(SchemaError),
Execution(String),
ResourcesExhausted(String),
External(GenericError),
#[cfg(feature = "jit")]
JITError(ModuleError),
}
#[derive(Debug)]
pub enum SchemaError {
AmbiguousReference {
qualifier: Option<String>,
name: String,
},
DuplicateQualifiedField { qualifier: String, name: String },
DuplicateUnqualifiedField { name: String },
FieldNotFound {
qualifier: Option<String>,
name: String,
valid_fields: Option<Vec<String>>,
},
}
pub fn field_not_found(
qualifier: Option<String>,
name: &str,
schema: &DFSchema,
) -> DataFusionError {
DataFusionError::SchemaError(SchemaError::FieldNotFound {
qualifier,
name: name.to_string(),
valid_fields: Some(schema.field_names()),
})
}
impl Display for SchemaError {
fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
match self {
Self::FieldNotFound {
qualifier,
name,
valid_fields,
} => {
write!(f, "No field named ")?;
if let Some(q) = qualifier {
write!(f, "'{}.{}'", q, name)?;
} else {
write!(f, "'{}'", name)?;
}
if let Some(field_names) = valid_fields {
write!(
f,
". Valid fields are {}",
field_names
.iter()
.map(|name| format!("'{}'", name))
.collect::<Vec<String>>()
.join(", ")
)?;
}
write!(f, ".")
}
Self::DuplicateQualifiedField { qualifier, name } => {
write!(
f,
"Schema contains duplicate qualified field name '{}.{}'",
qualifier, name
)
}
Self::DuplicateUnqualifiedField { name } => {
write!(
f,
"Schema contains duplicate unqualified field name '{}'",
name
)
}
Self::AmbiguousReference { qualifier, name } => {
if let Some(q) = qualifier {
write!(f, "Schema contains qualified field name '{}.{}' and unqualified field name '{}' which would be ambiguous", q, name, name)
} else {
write!(f, "Ambiguous reference to unqualified field '{}'", name)
}
}
}
}
}
impl From<io::Error> for DataFusionError {
fn from(e: io::Error) -> Self {
DataFusionError::IoError(e)
}
}
impl From<ArrowError> for DataFusionError {
fn from(e: ArrowError) -> Self {
DataFusionError::ArrowError(e)
}
}
impl From<DataFusionError> for ArrowError {
fn from(e: DataFusionError) -> Self {
match e {
DataFusionError::ArrowError(e) => e,
DataFusionError::External(e) => ArrowError::ExternalError(e),
other => ArrowError::ExternalError(Box::new(other)),
}
}
}
#[cfg(feature = "parquet")]
impl From<ParquetError> for DataFusionError {
fn from(e: ParquetError) -> Self {
DataFusionError::ParquetError(e)
}
}
#[cfg(feature = "avro")]
impl From<AvroError> for DataFusionError {
fn from(e: AvroError) -> Self {
DataFusionError::AvroError(e)
}
}
#[cfg(feature = "object_store")]
impl From<object_store::Error> for DataFusionError {
fn from(e: object_store::Error) -> Self {
DataFusionError::ObjectStore(e)
}
}
#[cfg(feature = "object_store")]
impl From<object_store::path::Error> for DataFusionError {
fn from(e: object_store::path::Error) -> Self {
DataFusionError::ObjectStore(e.into())
}
}
impl From<ParserError> for DataFusionError {
fn from(e: ParserError) -> Self {
DataFusionError::SQL(e)
}
}
#[cfg(feature = "jit")]
impl From<ModuleError> for DataFusionError {
fn from(e: ModuleError) -> Self {
DataFusionError::JITError(e)
}
}
impl From<GenericError> for DataFusionError {
fn from(err: GenericError) -> Self {
DataFusionError::External(err)
}
}
impl Display for DataFusionError {
fn fmt(&self, f: &mut Formatter) -> std::fmt::Result {
match *self {
DataFusionError::ArrowError(ref desc) => write!(f, "Arrow error: {}", desc),
#[cfg(feature = "parquet")]
DataFusionError::ParquetError(ref desc) => {
write!(f, "Parquet error: {}", desc)
}
#[cfg(feature = "avro")]
DataFusionError::AvroError(ref desc) => {
write!(f, "Avro error: {}", desc)
}
DataFusionError::IoError(ref desc) => write!(f, "IO error: {}", desc),
DataFusionError::SQL(ref desc) => {
write!(f, "SQL error: {:?}", desc)
}
DataFusionError::NotImplemented(ref desc) => {
write!(f, "This feature is not implemented: {}", desc)
}
DataFusionError::Internal(ref desc) => {
write!(f, "Internal error: {}. This was likely caused by a bug in DataFusion's \
code and we would welcome that you file an bug report in our issue tracker", desc)
}
DataFusionError::Plan(ref desc) => {
write!(f, "Error during planning: {}", desc)
}
DataFusionError::SchemaError(ref desc) => {
write!(f, "Schema error: {}", desc)
}
DataFusionError::Execution(ref desc) => {
write!(f, "Execution error: {}", desc)
}
DataFusionError::ResourcesExhausted(ref desc) => {
write!(f, "Resources exhausted: {}", desc)
}
DataFusionError::External(ref desc) => {
write!(f, "External error: {}", desc)
}
#[cfg(feature = "jit")]
DataFusionError::JITError(ref desc) => {
write!(f, "JIT error: {}", desc)
}
#[cfg(feature = "object_store")]
DataFusionError::ObjectStore(ref desc) => {
write!(f, "Object Store error: {}", desc)
}
}
}
}
impl error::Error for DataFusionError {}
#[cfg(test)]
mod test {
use crate::error::DataFusionError;
use arrow::error::ArrowError;
#[test]
fn arrow_error_to_datafusion() {
let res = return_arrow_error().unwrap_err();
assert_eq!(
res.to_string(),
"External error: Error during planning: foo"
);
}
#[test]
fn datafusion_error_to_arrow() {
let res = return_datafusion_error().unwrap_err();
assert_eq!(res.to_string(), "Arrow error: Schema error: bar");
}
#[allow(clippy::try_err)]
fn return_arrow_error() -> arrow::error::Result<()> {
Err(DataFusionError::Plan("foo".to_string()))?;
Ok(())
}
#[allow(clippy::try_err)]
fn return_datafusion_error() -> crate::error::Result<()> {
Err(ArrowError::SchemaError("bar".to_string()))?;
Ok(())
}
}
#[macro_export]
macro_rules! internal_err {
($($arg:tt)*) => {
Err(DataFusionError::Internal(format!($($arg)*)))
};
}