Enum DataProfilerError 

pub enum DataProfilerError {
    CsvParsingError {
        message: String,
        suggestion: String,
    },
    FileNotFound {
        path: String,
    },
    UnsupportedFormat {
        format: String,
    },
    MemoryLimitExceeded,
    InvalidConfiguration {
        message: String,
        suggestion: String,
    },
    InvalidSemanticHint {
        message: String,
        suggestion: String,
    },
    DataQualityIssue {
        issue: String,
        impact: String,
        recommendation: String,
    },
    StreamingError {
        message: String,
    },
    SimdUnavailable {
        reason: String,
    },
    SamplingError {
        message: String,
        suggestion: String,
    },
    IoError {
        message: String,
    },
    EncodingError {
        path: String,
        detail: String,
        guess: String,
    },
    JsonParsingError {
        message: String,
    },
    ColumnAnalysisError {
        column: String,
        reason: String,
        suggestion: String,
    },
    RecoverableError {
        message: String,
        recovery_suggestion: String,
        attempt: usize,
        max_attempts: usize,
        recovery_attempts: Vec<RecoveryAttempt>,
    },
    RecoveryFailed {
        attempts: usize,
        last_strategy: String,
        recovery_log: String,
        original_error: String,
    },
    ParquetError {
        message: String,
    },
    ArrowError {
        message: String,
    },
    UnsupportedDataSource {
        message: String,
    },
    AllEnginesFailed {
        message: String,
    },
    MetricsCalculationError {
        message: String,
    },
    DuplicateColumnName {
        names: String,
        plural: String,
        source_label: String,
    },
    ConfigValidationError {
        message: String,
    },
    DatabaseConnectionError {
        message: String,
        suggestion: String,
    },
    DatabaseQueryError {
        message: String,
    },
    DatabaseConfigError {
        message: String,
    },
    DatabaseFeatureDisabled {
        message: String,
    },
    SqlValidationError {
        message: String,
    },
    DatabaseSslError {
        message: String,
    },
    DatabaseRetryExhausted {
        operation: String,
        attempts: u32,
        last_error: String,
    },
}

Enhanced error types with more descriptive messages for DataProfiler

Variants

CsvParsingError

Fields

message: String

suggestion: String

FileNotFound

Fields

path: String

UnsupportedFormat

Fields

format: String

MemoryLimitExceeded

InvalidConfiguration

Fields

message: String

suggestion: String

InvalidSemanticHint

Fields

message: String

suggestion: String

DataQualityIssue

Fields

issue: String

impact: String

recommendation: String

StreamingError

Fields

message: String

SimdUnavailable

Fields

reason: String

SamplingError

Fields

message: String

suggestion: String

IoError

Fields

message: String

EncodingError

Fields

path: String

detail: String

guess: String

JsonParsingError

Fields

message: String

ColumnAnalysisError

Fields

column: String

reason: String

suggestion: String

RecoverableError

Fields

message: String

recovery_suggestion: String

attempt: usize

max_attempts: usize

recovery_attempts: Vec<RecoveryAttempt>

RecoveryFailed

Fields

attempts: usize

last_strategy: String

recovery_log: String

original_error: String

ParquetError

Fields

message: String

ArrowError

Fields

message: String

UnsupportedDataSource

Fields

message: String

AllEnginesFailed

Fields

message: String

MetricsCalculationError

Fields

message: String

DuplicateColumnName

Fields

names: String

plural: String

source_label: String

ConfigValidationError

Fields

message: String

DatabaseConnectionError

Fields

message: String

suggestion: String

DatabaseQueryError

Fields

message: String

DatabaseConfigError

Fields

message: String

DatabaseFeatureDisabled

Fields

message: String

SqlValidationError

Fields

message: String

DatabaseSslError

Fields

message: String

DatabaseRetryExhausted

Fields

operation: String

attempts: u32

last_error: String

Implementations

impl DataProfilerError

pub fn database_connection(message: &str) -> DataProfilerError

Create a database connection error.

The message is scrubbed of URL credentials before storage so a driver error that echoes the connection string cannot leak the password.

pub fn database_query(message: &str) -> DataProfilerError

Create a database query error.

Redacts URL credentials that a driver error might surface; the raw SQL text and bound parameter values are never embedded by callers.

pub fn database_config(message: &str) -> DataProfilerError

Create a database config error

pub fn database_feature_disabled( db_name: &str, feature: &str, ) -> DataProfilerError

Create a feature-not-enabled error

pub fn sql_validation(message: &str) -> DataProfilerError

Create a SQL validation error

pub fn database_ssl(message: &str) -> DataProfilerError

Create a database SSL error

pub fn duplicate_column_name( duplicates: &[String], source: &str, ) -> DataProfilerError

Create a duplicate-column-name error from the already-collected list of repeated names and a short transport label.

Only the offending names and the source are embedded — never row values — so the diagnostic cannot leak cell data.

pub fn csv_parsing( original_error: &str, file_path: Option<&str>, ) -> DataProfilerError

Create a CSV parsing error with helpful suggestions.

file_path is None at boundaries that do not know the source (e.g. the From<csv::Error> conversion); pass Some(path) whenever it is known so the suggestion can name the offending file instead of a placeholder.

pub fn file_not_found<P>(path: P) -> DataProfilerError

where P: AsRef<str>,

Create a file not found error with path context

pub fn unsupported_format(extension: &str) -> DataProfilerError

Create unsupported format error with format detection

pub fn invalid_config(message: &str, suggestion: &str) -> DataProfilerError

Create configuration error with specific suggestion

pub fn data_quality_issue( issue: &str, impact: &str, recommendation: &str, ) -> DataProfilerError

Create data quality issue with impact and recommendation

pub fn streaming_error(message: &str) -> DataProfilerError

Create streaming error with context

pub fn simd_unavailable(reason: &str) -> DataProfilerError

Create SIMD error with fallback information

pub fn sampling_error(message: &str, suggestion: &str) -> DataProfilerError

Create sampling error with suggestion

pub fn io_error(original: &Error) -> DataProfilerError

Create I/O error with context

pub fn json_parsing_error(original: &str) -> DataProfilerError

Create JSON parsing error

pub fn column_analysis_error( column: &str, reason: &str, suggestion: &str, ) -> DataProfilerError

Create column analysis error with specific suggestion

pub fn recoverable_error( message: &str, recovery_suggestion: &str, attempt: usize, max_attempts: usize, ) -> DataProfilerError

Create a recoverable error that can be auto-retried

pub fn recovery_failed( attempts: usize, last_strategy: &str, recovery_log: &str, original_error: &str, ) -> DataProfilerError

Create a recovery failed error with attempt log

pub fn add_recovery_attempt(&mut self, attempt: RecoveryAttempt)

Add a recovery attempt to the error

pub fn supports_auto_recovery(&self) -> bool

Check if error supports auto-recovery

pub fn suggested_recovery_strategies(&self) -> Vec<RecoveryStrategy>

Get suggested recovery strategies for this error

pub fn is_recoverable(&self) -> bool

Check if this error is recoverable (can continue processing)

pub fn suggestion(&self) -> Option<String>

The actionable next step for this error, as structured context.

Suggestions live in the variants and the Display string, but callers that want to react programmatically (or render the hint separately from the message) should read it here rather than parse the formatted output.

pub fn category(&self) -> &'static str

Get error category for logging/metrics

Trait Implementations

impl Clone for DataProfilerError

fn clone(&self) -> DataProfilerError

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for DataProfilerError

fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter.

impl Display for DataProfilerError

fn fmt(&self, __formatter: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter.

impl Error for DataProfilerError

fn source(&self) -> Option<&(dyn Error + 'static)>

Returns the lower-level source of this error, if any.

fn description(&self) -> &str

👎Deprecated since 1.42.0:

use the Display impl or to_string()

fn cause(&self) -> Option<&dyn Error>

👎Deprecated since 1.33.0:

replaced by Error::source, which can support downcasting

fn provide<'a>(&'a self, request: &mut Request<'a>)

🔬This is a nightly-only experimental API. (error_generic_member_access)

Provides type-based access to context intended for error reports.

impl From<ArrowError> for DataProfilerError

Available on crate feature arrow only.

Convert from arrow::error::ArrowError to DataProfilerError

fn from(err: ArrowError) -> DataProfilerError

Converts to this type from the input type.

impl From<Error> for DataProfilerError

Convert from anyhow::Error to DataProfilerError with context.

These conversions run where the source path/operation is not known, so they never fabricate one: a path is only ever attached by the call sites that hold it (see DataProfilerError::csv_parsing, map_io_error, and the facade’s existence check). Preserving the original message keeps the source diagnostic.

fn from(err: Error) -> DataProfilerError

Converts to this type from the input type.

impl From<Error> for DataProfilerError

Convert from std::io::Error to DataProfilerError.

Path-less by design: callers that know the file use map_io_error to produce a DataProfilerError::FileNotFound with the real path. Here we keep the OS message (which already names the condition) rather than guessing a path.

fn from(err: Error) -> DataProfilerError

Converts to this type from the input type.

impl From<Error> for DataProfilerError

Convert from csv::Error to DataProfilerError with enhanced context.

The source path is unknown at this boundary, so the suggestion is written without a filename rather than the misleading 'unknown' placeholder.

fn from(err: Error) -> DataProfilerError

Converts to this type from the input type.

impl From<Error> for DataProfilerError

Convert from serde_json::Error to DataProfilerError

fn from(err: Error) -> DataProfilerError

Converts to this type from the input type.

impl From<Error> for DataProfilerError

Convert from toml::de::Error to DataProfilerError

fn from(err: Error) -> DataProfilerError

Converts to this type from the input type.

impl From<Error> for DataProfilerError

Convert from toml::ser::Error to DataProfilerError

fn from(err: Error) -> DataProfilerError

Converts to this type from the input type.

impl From<PatternError> for DataProfilerError

Convert from glob::PatternError to DataProfilerError

fn from(err: PatternError) -> DataProfilerError

Converts to this type from the input type.