use std::fmt::{self, Display, Formatter};
use std::sync::{Arc, PoisonError};
use arrow_schema::ArrowError;
use datafusion_common::DataFusionError;
use snafu::Snafu;
pub(crate) type BoxError = Box<dyn std::error::Error + Send + Sync>;
#[derive(Debug, Clone, Default)]
pub struct JobFailure {
pub phase: Option<String>,
pub message: Option<String>,
pub retryable: Option<bool>,
pub source: Option<Arc<Error>>,
}
impl JobFailure {
pub(crate) fn from_source(source: Arc<Error>) -> Self {
Self {
message: Some(source.to_string()),
source: Some(source),
..Default::default()
}
}
}
impl Display for JobFailure {
fn fmt(&self, f: &mut Formatter<'_>) -> fmt::Result {
match (&self.message, &self.phase) {
(Some(message), Some(phase)) => write!(f, ": {message} (in {phase})"),
(Some(message), None) => write!(f, ": {message}"),
(None, Some(phase)) => write!(f, " in {phase}"),
(None, None) => Ok(()),
}
}
}
#[derive(Debug, Snafu)]
#[snafu(visibility(pub(crate)))]
pub enum Error {
#[snafu(display("Invalid table name (\"{name}\"): {reason}"))]
InvalidTableName { name: String, reason: String },
#[snafu(display("Invalid input, {message}"))]
InvalidInput { message: String },
#[snafu(display("Table '{name}' was not found"))]
TableNotFound { name: String, source: BoxError },
#[snafu(display(
"Table '{name}' exists but could not be loaded (it may be corrupt or incomplete): {source}"
))]
TableCorrupted { name: String, source: BoxError },
#[snafu(display("Database '{name}' was not found"))]
DatabaseNotFound { name: String },
#[snafu(display("Database '{name}' already exists."))]
DatabaseAlreadyExists { name: String },
#[snafu(display("Index '{name}' was not found"))]
IndexNotFound { name: String },
#[snafu(display("Embedding function '{name}' was not found. : {reason}"))]
EmbeddingFunctionNotFound { name: String, reason: String },
#[snafu(display("Table '{name}' already exists"))]
TableAlreadyExists { name: String },
#[snafu(display("Unable to created lance dataset at {path}: {source}"))]
CreateDir {
path: String,
source: std::io::Error,
},
#[snafu(display("Schema Error: {message}"))]
Schema { message: String },
#[snafu(display("Runtime error: {message}"))]
Runtime { message: String },
#[snafu(display("Timeout error: {message}"))]
Timeout { message: String },
#[snafu(display("Job{} failed{failure}", job_id.as_ref().map(|id| format!(" {id}")).unwrap_or_default()))]
JobFailed {
job_id: Option<String>,
failure: JobFailure,
},
#[snafu(display("Job{} was cancelled", job_id.as_ref().map(|id| format!(" {id}")).unwrap_or_default()))]
JobCancelled { job_id: Option<String> },
#[snafu(display("object_store error: {source}"))]
ObjectStore { source: object_store::Error },
#[snafu(display("lance error: {source}"))]
Lance { source: lance::Error },
#[cfg(feature = "remote")]
#[snafu(display("Http error: (request_id={request_id}) {source}"))]
Http {
#[snafu(source(from(reqwest::Error, Box::new)))]
source: Box<dyn std::error::Error + Send + Sync>,
request_id: String,
status_code: Option<reqwest::StatusCode>,
},
#[cfg(feature = "remote")]
#[snafu(display(
"Hit retry limit for request_id={request_id} (\
request_failures={request_failures}/{max_request_failures}, \
connect_failures={connect_failures}/{max_connect_failures}, \
read_failures={read_failures}/{max_read_failures})"
))]
Retry {
request_id: String,
request_failures: u8,
max_request_failures: u8,
connect_failures: u8,
max_connect_failures: u8,
read_failures: u8,
max_read_failures: u8,
#[snafu(source(from(reqwest::Error, Box::new)))]
source: Box<dyn std::error::Error + Send + Sync>,
status_code: Option<reqwest::StatusCode>,
},
#[snafu(display("Arrow error: {source}"))]
Arrow { source: ArrowError },
#[snafu(display("LanceDBError: not supported: {message}"))]
NotSupported { message: String },
#[snafu(transparent)]
External { source: BoxError },
#[snafu(whatever, display("{message}"))]
Other {
message: String,
#[snafu(source(from(Box<dyn std::error::Error + Send + Sync>, Some)))]
source: Option<Box<dyn std::error::Error + Send + Sync>>,
},
}
pub type Result<T> = std::result::Result<T, Error>;
impl From<ArrowError> for Error {
fn from(source: ArrowError) -> Self {
match source {
ArrowError::ExternalError(source) => Self::from_box_error(source),
_ => Self::Arrow { source },
}
}
}
impl From<DataFusionError> for Error {
fn from(source: DataFusionError) -> Self {
match source {
DataFusionError::ArrowError(source, _) => (*source).into(),
DataFusionError::External(source) => Self::from_box_error(source),
other => Self::External {
source: Box::new(other),
},
}
}
}
impl From<lance::Error> for Error {
fn from(source: lance::Error) -> Self {
if has_unsupported_local_filesystem_source(&source) {
return Self::NotSupported {
message: "the filesystem does not support an operation required for safe Lance commits (such as atomic rename). Object-storage mounts such as Mountpoint for Amazon S3 are not supported; use the native object-store URI (for example, s3://bucket/path) instead".to_string(),
};
}
match source {
lance::Error::Wrapped { error, .. } => Self::from_box_error(error),
lance::Error::External { source } => Self::from_box_error(source),
lance::Error::InvalidInput { source, .. } => Self::InvalidInput {
message: source.to_string(),
},
_ => Self::Lance { source },
}
}
}
fn has_unsupported_local_filesystem_source(error: &(dyn std::error::Error + 'static)) -> bool {
let mut current = Some(error);
let mut is_local_filesystem = false;
let mut is_unsupported = false;
while let Some(error) = current {
is_local_filesystem |= error
.downcast_ref::<object_store::Error>()
.is_some_and(|error| {
matches!(error, object_store::Error::Generic { store, .. } if *store == "LocalFileSystem")
});
is_unsupported |= error
.downcast_ref::<std::io::Error>()
.is_some_and(|error| error.kind() == std::io::ErrorKind::Unsupported);
if is_local_filesystem && is_unsupported {
return true;
}
current = error.source();
}
false
}
impl Error {
fn from_box_error(mut source: Box<dyn std::error::Error + Send + Sync>) -> Self {
source = match source.downcast::<Self>() {
Ok(e) => match *e {
Self::External { source } => return Self::from_box_error(source),
other => return other,
},
Err(source) => source,
};
source = match source.downcast::<lance::Error>() {
Ok(e) => match *e {
lance::Error::Wrapped { error, .. } => return Self::from_box_error(error),
other => return other.into(),
},
Err(source) => source,
};
source = match source.downcast::<ArrowError>() {
Ok(e) => match *e {
ArrowError::ExternalError(source) => return Self::from_box_error(source),
other => return other.into(),
},
Err(source) => source,
};
source = match source.downcast::<DataFusionError>() {
Ok(e) => match *e {
DataFusionError::ArrowError(source, _) => return (*source).into(),
DataFusionError::External(source) => return Self::from_box_error(source),
other => return other.into(),
},
Err(source) => source,
};
Self::External { source }
}
}
impl From<object_store::Error> for Error {
fn from(source: object_store::Error) -> Self {
Self::ObjectStore { source }
}
}
impl From<object_store::path::Error> for Error {
fn from(source: object_store::path::Error) -> Self {
Self::ObjectStore {
source: object_store::Error::InvalidPath { source },
}
}
}
impl<T> From<PoisonError<T>> for Error {
fn from(e: PoisonError<T>) -> Self {
Self::Runtime {
message: e.to_string(),
}
}
}
#[cfg(feature = "polars")]
impl From<polars::prelude::PolarsError> for Error {
fn from(source: polars::prelude::PolarsError) -> Self {
Self::Other {
message: "Error in Polars DataFrame integration.".to_string(),
source: Some(Box::new(source)),
}
}
}
#[cfg(feature = "sentence-transformers")]
impl From<hf_hub::api::sync::ApiError> for Error {
fn from(source: hf_hub::api::sync::ApiError) -> Self {
Self::Other {
message: "Error in Sentence Transformers integration.".to_string(),
source: Some(Box::new(source)),
}
}
}
#[cfg(feature = "sentence-transformers")]
impl From<candle_core::Error> for Error {
fn from(source: candle_core::Error) -> Self {
Self::Other {
message: "Error in 'candle_core'.".to_string(),
source: Some(Box::new(source)),
}
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn unsupported_filesystem_operations_have_actionable_error() {
let object_store_error = object_store::Error::Generic {
store: "LocalFileSystem",
source: Box::new(std::io::Error::from(std::io::ErrorKind::Unsupported)),
};
let lance_error = lance::Error::io_source(Box::new(object_store_error));
let error = Error::from(lance_error);
assert!(matches!(
error,
Error::NotSupported { message }
if message.contains("Mountpoint for Amazon S3")
&& message.contains("s3://bucket/path")
));
}
#[test]
fn other_io_errors_remain_lance_errors() {
let object_store_error = object_store::Error::Generic {
store: "LocalFileSystem",
source: Box::new(std::io::Error::from(std::io::ErrorKind::PermissionDenied)),
};
let lance_error = lance::Error::io_source(Box::new(object_store_error));
assert!(matches!(Error::from(lance_error), Error::Lance { .. }));
}
#[test]
fn unsupported_non_filesystem_errors_remain_lance_errors() {
let lance_error = lance::Error::io_source(Box::new(std::io::Error::from(
std::io::ErrorKind::Unsupported,
)));
assert!(matches!(Error::from(lance_error), Error::Lance { .. }));
}
}