use std::fmt::{Display, Formatter, Write};
use std::ops::Range;
use arrow_array::cast::*;
use arrow_array::temporal_conversions::*;
use arrow_array::timezone::Tz;
use arrow_array::types::*;
use arrow_array::*;
use arrow_buffer::ArrowNativeType;
use arrow_schema::*;
use chrono::{NaiveDate, NaiveDateTime, SecondsFormat, TimeZone, Utc};
use lexical_core::FormattedSize;
type TimeFormat<'a> = Option<&'a str>;
#[derive(Debug, Copy, Clone, PartialEq, Eq, Hash)]
#[non_exhaustive]
pub enum DurationFormat {
ISO8601,
Pretty,
}
#[derive(Debug, Clone, PartialEq, Eq, Hash)]
pub struct FormatOptions<'a> {
safe: bool,
null: &'a str,
date_format: TimeFormat<'a>,
datetime_format: TimeFormat<'a>,
timestamp_format: TimeFormat<'a>,
timestamp_tz_format: TimeFormat<'a>,
time_format: TimeFormat<'a>,
duration_format: DurationFormat,
}
impl<'a> Default for FormatOptions<'a> {
fn default() -> Self {
Self::new()
}
}
impl<'a> FormatOptions<'a> {
pub const fn new() -> Self {
Self {
safe: true,
null: "",
date_format: None,
datetime_format: None,
timestamp_format: None,
timestamp_tz_format: None,
time_format: None,
duration_format: DurationFormat::ISO8601,
}
}
pub const fn with_display_error(mut self, safe: bool) -> Self {
self.safe = safe;
self
}
pub const fn with_null(self, null: &'a str) -> Self {
Self { null, ..self }
}
pub const fn with_date_format(self, date_format: Option<&'a str>) -> Self {
Self {
date_format,
..self
}
}
pub const fn with_datetime_format(self, datetime_format: Option<&'a str>) -> Self {
Self {
datetime_format,
..self
}
}
pub const fn with_timestamp_format(self, timestamp_format: Option<&'a str>) -> Self {
Self {
timestamp_format,
..self
}
}
pub const fn with_timestamp_tz_format(self, timestamp_tz_format: Option<&'a str>) -> Self {
Self {
timestamp_tz_format,
..self
}
}
pub const fn with_time_format(self, time_format: Option<&'a str>) -> Self {
Self {
time_format,
..self
}
}
pub const fn with_duration_format(self, duration_format: DurationFormat) -> Self {
Self {
duration_format,
..self
}
}
}
pub struct ValueFormatter<'a> {
idx: usize,
formatter: &'a ArrayFormatter<'a>,
}
impl<'a> ValueFormatter<'a> {
pub fn write(&self, s: &mut dyn Write) -> Result<(), ArrowError> {
match self.formatter.format.write(self.idx, s) {
Ok(_) => Ok(()),
Err(FormatError::Arrow(e)) => Err(e),
Err(FormatError::Format(_)) => Err(ArrowError::CastError("Format error".to_string())),
}
}
pub fn try_to_string(&self) -> Result<String, ArrowError> {
let mut s = String::new();
self.write(&mut s)?;
Ok(s)
}
}
impl<'a> Display for ValueFormatter<'a> {
fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
match self.formatter.format.write(self.idx, f) {
Ok(()) => Ok(()),
Err(FormatError::Arrow(e)) if self.formatter.safe => {
write!(f, "ERROR: {e}")
}
Err(_) => Err(std::fmt::Error),
}
}
}
pub struct ArrayFormatter<'a> {
format: Box<dyn DisplayIndex + 'a>,
safe: bool,
}
impl<'a> ArrayFormatter<'a> {
pub fn try_new(array: &'a dyn Array, options: &FormatOptions<'a>) -> Result<Self, ArrowError> {
Ok(Self {
format: make_formatter(array, options)?,
safe: options.safe,
})
}
pub fn value(&self, idx: usize) -> ValueFormatter<'_> {
ValueFormatter {
formatter: self,
idx,
}
}
}
fn make_formatter<'a>(
array: &'a dyn Array,
options: &FormatOptions<'a>,
) -> Result<Box<dyn DisplayIndex + 'a>, ArrowError> {
downcast_primitive_array! {
array => array_format(array, options),
DataType::Null => array_format(as_null_array(array), options),
DataType::Boolean => array_format(as_boolean_array(array), options),
DataType::Utf8 => array_format(array.as_string::<i32>(), options),
DataType::LargeUtf8 => array_format(array.as_string::<i64>(), options),
DataType::Utf8View => array_format(array.as_string_view(), options),
DataType::Binary => array_format(array.as_binary::<i32>(), options),
DataType::BinaryView => array_format(array.as_binary_view(), options),
DataType::LargeBinary => array_format(array.as_binary::<i64>(), options),
DataType::FixedSizeBinary(_) => {
let a = array.as_any().downcast_ref::<FixedSizeBinaryArray>().unwrap();
array_format(a, options)
}
DataType::Dictionary(_, _) => downcast_dictionary_array! {
array => array_format(array, options),
_ => unreachable!()
}
DataType::List(_) => array_format(as_generic_list_array::<i32>(array), options),
DataType::LargeList(_) => array_format(as_generic_list_array::<i64>(array), options),
DataType::FixedSizeList(_, _) => {
let a = array.as_any().downcast_ref::<FixedSizeListArray>().unwrap();
array_format(a, options)
}
DataType::Struct(_) => array_format(as_struct_array(array), options),
DataType::Map(_, _) => array_format(as_map_array(array), options),
DataType::Union(_, _) => array_format(as_union_array(array), options),
DataType::RunEndEncoded(_, _) => downcast_run_array! {
array => array_format(array, options),
_ => unreachable!()
},
d => Err(ArrowError::NotYetImplemented(format!("formatting {d} is not yet supported"))),
}
}
enum FormatError {
Format(std::fmt::Error),
Arrow(ArrowError),
}
type FormatResult = Result<(), FormatError>;
impl From<std::fmt::Error> for FormatError {
fn from(value: std::fmt::Error) -> Self {
Self::Format(value)
}
}
impl From<ArrowError> for FormatError {
fn from(value: ArrowError) -> Self {
Self::Arrow(value)
}
}
trait DisplayIndex {
fn write(&self, idx: usize, f: &mut dyn Write) -> FormatResult;
}
trait DisplayIndexState<'a> {
type State;
fn prepare(&self, options: &FormatOptions<'a>) -> Result<Self::State, ArrowError>;
fn write(&self, state: &Self::State, idx: usize, f: &mut dyn Write) -> FormatResult;
}
impl<'a, T: DisplayIndex> DisplayIndexState<'a> for T {
type State = ();
fn prepare(&self, _options: &FormatOptions<'a>) -> Result<Self::State, ArrowError> {
Ok(())
}
fn write(&self, _: &Self::State, idx: usize, f: &mut dyn Write) -> FormatResult {
DisplayIndex::write(self, idx, f)
}
}
struct ArrayFormat<'a, F: DisplayIndexState<'a>> {
state: F::State,
array: F,
null: &'a str,
}
fn array_format<'a, F>(
array: F,
options: &FormatOptions<'a>,
) -> Result<Box<dyn DisplayIndex + 'a>, ArrowError>
where
F: DisplayIndexState<'a> + Array + 'a,
{
let state = array.prepare(options)?;
Ok(Box::new(ArrayFormat {
state,
array,
null: options.null,
}))
}
impl<'a, F: DisplayIndexState<'a> + Array> DisplayIndex for ArrayFormat<'a, F> {
fn write(&self, idx: usize, f: &mut dyn Write) -> FormatResult {
if self.array.is_null(idx) {
if !self.null.is_empty() {
f.write_str(self.null)?
}
return Ok(());
}
DisplayIndexState::write(&self.array, &self.state, idx, f)
}
}
impl<'a> DisplayIndex for &'a BooleanArray {
fn write(&self, idx: usize, f: &mut dyn Write) -> FormatResult {
write!(f, "{}", self.value(idx))?;
Ok(())
}
}
impl<'a> DisplayIndexState<'a> for &'a NullArray {
type State = &'a str;
fn prepare(&self, options: &FormatOptions<'a>) -> Result<Self::State, ArrowError> {
Ok(options.null)
}
fn write(&self, state: &Self::State, _idx: usize, f: &mut dyn Write) -> FormatResult {
f.write_str(state)?;
Ok(())
}
}
macro_rules! primitive_display {
($($t:ty),+) => {
$(impl<'a> DisplayIndex for &'a PrimitiveArray<$t>
{
fn write(&self, idx: usize, f: &mut dyn Write) -> FormatResult {
let value = self.value(idx);
let mut buffer = [0u8; <$t as ArrowPrimitiveType>::Native::FORMATTED_SIZE];
let b = unsafe { lexical_core::write_unchecked(value, &mut buffer) };
let s = unsafe { std::str::from_utf8_unchecked(b) };
f.write_str(s)?;
Ok(())
}
})+
};
}
macro_rules! primitive_display_float {
($($t:ty),+) => {
$(impl<'a> DisplayIndex for &'a PrimitiveArray<$t>
{
fn write(&self, idx: usize, f: &mut dyn Write) -> FormatResult {
let value = self.value(idx);
let mut buffer = ryu::Buffer::new();
f.write_str(buffer.format(value))?;
Ok(())
}
})+
};
}
primitive_display!(Int8Type, Int16Type, Int32Type, Int64Type);
primitive_display!(UInt8Type, UInt16Type, UInt32Type, UInt64Type);
primitive_display_float!(Float32Type, Float64Type);
impl<'a> DisplayIndex for &'a PrimitiveArray<Float16Type> {
fn write(&self, idx: usize, f: &mut dyn Write) -> FormatResult {
write!(f, "{}", self.value(idx))?;
Ok(())
}
}
macro_rules! decimal_display {
($($t:ty),+) => {
$(impl<'a> DisplayIndexState<'a> for &'a PrimitiveArray<$t> {
type State = (u8, i8);
fn prepare(&self, _options: &FormatOptions<'a>) -> Result<Self::State, ArrowError> {
Ok((self.precision(), self.scale()))
}
fn write(&self, s: &Self::State, idx: usize, f: &mut dyn Write) -> FormatResult {
write!(f, "{}", <$t>::format_decimal(self.values()[idx], s.0, s.1))?;
Ok(())
}
})+
};
}
decimal_display!(Decimal128Type, Decimal256Type);
fn write_timestamp(
f: &mut dyn Write,
naive: NaiveDateTime,
timezone: Option<Tz>,
format: Option<&str>,
) -> FormatResult {
match timezone {
Some(tz) => {
let date = Utc.from_utc_datetime(&naive).with_timezone(&tz);
match format {
Some(s) => write!(f, "{}", date.format(s))?,
None => write!(f, "{}", date.to_rfc3339_opts(SecondsFormat::AutoSi, true))?,
}
}
None => match format {
Some(s) => write!(f, "{}", naive.format(s))?,
None => write!(f, "{naive:?}")?,
},
}
Ok(())
}
macro_rules! timestamp_display {
($($t:ty),+) => {
$(impl<'a> DisplayIndexState<'a> for &'a PrimitiveArray<$t> {
type State = (Option<Tz>, TimeFormat<'a>);
fn prepare(&self, options: &FormatOptions<'a>) -> Result<Self::State, ArrowError> {
match self.data_type() {
DataType::Timestamp(_, Some(tz)) => Ok((Some(tz.parse()?), options.timestamp_tz_format)),
DataType::Timestamp(_, None) => Ok((None, options.timestamp_format)),
_ => unreachable!(),
}
}
fn write(&self, s: &Self::State, idx: usize, f: &mut dyn Write) -> FormatResult {
let value = self.value(idx);
let naive = as_datetime::<$t>(value).ok_or_else(|| {
ArrowError::CastError(format!(
"Failed to convert {} to datetime for {}",
value,
self.data_type()
))
})?;
write_timestamp(f, naive, s.0, s.1.clone())
}
})+
};
}
timestamp_display!(
TimestampSecondType,
TimestampMillisecondType,
TimestampMicrosecondType,
TimestampNanosecondType
);
macro_rules! temporal_display {
($convert:ident, $format:ident, $t:ty) => {
impl<'a> DisplayIndexState<'a> for &'a PrimitiveArray<$t> {
type State = TimeFormat<'a>;
fn prepare(&self, options: &FormatOptions<'a>) -> Result<Self::State, ArrowError> {
Ok(options.$format)
}
fn write(&self, fmt: &Self::State, idx: usize, f: &mut dyn Write) -> FormatResult {
let value = self.value(idx);
let naive = $convert(value as _).ok_or_else(|| {
ArrowError::CastError(format!(
"Failed to convert {} to temporal for {}",
value,
self.data_type()
))
})?;
match fmt {
Some(s) => write!(f, "{}", naive.format(s))?,
None => write!(f, "{naive:?}")?,
}
Ok(())
}
}
};
}
#[inline]
fn date32_to_date(value: i32) -> Option<NaiveDate> {
Some(date32_to_datetime(value)?.date())
}
temporal_display!(date32_to_date, date_format, Date32Type);
temporal_display!(date64_to_datetime, datetime_format, Date64Type);
temporal_display!(time32s_to_time, time_format, Time32SecondType);
temporal_display!(time32ms_to_time, time_format, Time32MillisecondType);
temporal_display!(time64us_to_time, time_format, Time64MicrosecondType);
temporal_display!(time64ns_to_time, time_format, Time64NanosecondType);
macro_rules! duration_display {
($convert:ident, $t:ty, $scale:tt) => {
impl<'a> DisplayIndexState<'a> for &'a PrimitiveArray<$t> {
type State = DurationFormat;
fn prepare(&self, options: &FormatOptions<'a>) -> Result<Self::State, ArrowError> {
Ok(options.duration_format)
}
fn write(&self, fmt: &Self::State, idx: usize, f: &mut dyn Write) -> FormatResult {
let v = self.value(idx);
match fmt {
DurationFormat::ISO8601 => write!(f, "{}", $convert(v))?,
DurationFormat::Pretty => duration_fmt!(f, v, $scale)?,
}
Ok(())
}
}
};
}
macro_rules! duration_fmt {
($f:ident, $v:expr, 0) => {{
let secs = $v;
let mins = secs / 60;
let hours = mins / 60;
let days = hours / 24;
let secs = secs - (mins * 60);
let mins = mins - (hours * 60);
let hours = hours - (days * 24);
write!($f, "{days} days {hours} hours {mins} mins {secs} secs")
}};
($f:ident, $v:expr, $scale:tt) => {{
let subsec = $v;
let secs = subsec / 10_i64.pow($scale);
let mins = secs / 60;
let hours = mins / 60;
let days = hours / 24;
let subsec = subsec - (secs * 10_i64.pow($scale));
let secs = secs - (mins * 60);
let mins = mins - (hours * 60);
let hours = hours - (days * 24);
match subsec.is_negative() {
true => {
write!(
$f,
concat!("{} days {} hours {} mins -{}.{:0", $scale, "} secs"),
days,
hours,
mins,
secs.abs(),
subsec.abs()
)
}
false => {
write!(
$f,
concat!("{} days {} hours {} mins {}.{:0", $scale, "} secs"),
days, hours, mins, secs, subsec
)
}
}
}};
}
duration_display!(duration_s_to_duration, DurationSecondType, 0);
duration_display!(duration_ms_to_duration, DurationMillisecondType, 3);
duration_display!(duration_us_to_duration, DurationMicrosecondType, 6);
duration_display!(duration_ns_to_duration, DurationNanosecondType, 9);
impl<'a> DisplayIndex for &'a PrimitiveArray<IntervalYearMonthType> {
fn write(&self, idx: usize, f: &mut dyn Write) -> FormatResult {
let interval = self.value(idx) as f64;
let years = (interval / 12_f64).floor();
let month = interval - (years * 12_f64);
write!(
f,
"{years} years {month} mons 0 days 0 hours 0 mins 0.00 secs",
)?;
Ok(())
}
}
impl<'a> DisplayIndex for &'a PrimitiveArray<IntervalDayTimeType> {
fn write(&self, idx: usize, f: &mut dyn Write) -> FormatResult {
let value = self.value(idx);
let secs = value.milliseconds / 1_000;
let mins = secs / 60;
let hours = mins / 60;
let secs = secs - (mins * 60);
let mins = mins - (hours * 60);
let milliseconds = value.milliseconds % 1_000;
let secs_sign = if secs < 0 || milliseconds < 0 {
"-"
} else {
""
};
write!(
f,
"0 years 0 mons {} days {} hours {} mins {}{}.{:03} secs",
value.days,
hours,
mins,
secs_sign,
secs.abs(),
milliseconds.abs(),
)?;
Ok(())
}
}
impl<'a> DisplayIndex for &'a PrimitiveArray<IntervalMonthDayNanoType> {
fn write(&self, idx: usize, f: &mut dyn Write) -> FormatResult {
let value = self.value(idx);
let secs = value.nanoseconds / 1_000_000_000;
let mins = secs / 60;
let hours = mins / 60;
let secs = secs - (mins * 60);
let mins = mins - (hours * 60);
let nanoseconds = value.nanoseconds % 1_000_000_000;
let secs_sign = if secs < 0 || nanoseconds < 0 { "-" } else { "" };
write!(
f,
"0 years {} mons {} days {} hours {} mins {}{}.{:09} secs",
value.months,
value.days,
hours,
mins,
secs_sign,
secs.abs(),
nanoseconds.abs(),
)?;
Ok(())
}
}
impl<'a, O: OffsetSizeTrait> DisplayIndex for &'a GenericStringArray<O> {
fn write(&self, idx: usize, f: &mut dyn Write) -> FormatResult {
write!(f, "{}", self.value(idx))?;
Ok(())
}
}
impl<'a> DisplayIndex for &'a StringViewArray {
fn write(&self, idx: usize, f: &mut dyn Write) -> FormatResult {
write!(f, "{}", self.value(idx))?;
Ok(())
}
}
impl<'a, O: OffsetSizeTrait> DisplayIndex for &'a GenericBinaryArray<O> {
fn write(&self, idx: usize, f: &mut dyn Write) -> FormatResult {
let v = self.value(idx);
for byte in v {
write!(f, "{byte:02x}")?;
}
Ok(())
}
}
impl<'a> DisplayIndex for &'a BinaryViewArray {
fn write(&self, idx: usize, f: &mut dyn Write) -> FormatResult {
let v = self.value(idx);
for byte in v {
write!(f, "{byte:02x}")?;
}
Ok(())
}
}
impl<'a> DisplayIndex for &'a FixedSizeBinaryArray {
fn write(&self, idx: usize, f: &mut dyn Write) -> FormatResult {
let v = self.value(idx);
for byte in v {
write!(f, "{byte:02x}")?;
}
Ok(())
}
}
impl<'a, K: ArrowDictionaryKeyType> DisplayIndexState<'a> for &'a DictionaryArray<K> {
type State = Box<dyn DisplayIndex + 'a>;
fn prepare(&self, options: &FormatOptions<'a>) -> Result<Self::State, ArrowError> {
make_formatter(self.values().as_ref(), options)
}
fn write(&self, s: &Self::State, idx: usize, f: &mut dyn Write) -> FormatResult {
let value_idx = self.keys().values()[idx].as_usize();
s.as_ref().write(value_idx, f)
}
}
impl<'a, K: RunEndIndexType> DisplayIndexState<'a> for &'a RunArray<K> {
type State = Box<dyn DisplayIndex + 'a>;
fn prepare(&self, options: &FormatOptions<'a>) -> Result<Self::State, ArrowError> {
make_formatter(self.values().as_ref(), options)
}
fn write(&self, s: &Self::State, idx: usize, f: &mut dyn Write) -> FormatResult {
let value_idx = self.get_physical_index(idx);
s.as_ref().write(value_idx, f)
}
}
fn write_list(
f: &mut dyn Write,
mut range: Range<usize>,
values: &dyn DisplayIndex,
) -> FormatResult {
f.write_char('[')?;
if let Some(idx) = range.next() {
values.write(idx, f)?;
}
for idx in range {
write!(f, ", ")?;
values.write(idx, f)?;
}
f.write_char(']')?;
Ok(())
}
impl<'a, O: OffsetSizeTrait> DisplayIndexState<'a> for &'a GenericListArray<O> {
type State = Box<dyn DisplayIndex + 'a>;
fn prepare(&self, options: &FormatOptions<'a>) -> Result<Self::State, ArrowError> {
make_formatter(self.values().as_ref(), options)
}
fn write(&self, s: &Self::State, idx: usize, f: &mut dyn Write) -> FormatResult {
let offsets = self.value_offsets();
let end = offsets[idx + 1].as_usize();
let start = offsets[idx].as_usize();
write_list(f, start..end, s.as_ref())
}
}
impl<'a> DisplayIndexState<'a> for &'a FixedSizeListArray {
type State = (usize, Box<dyn DisplayIndex + 'a>);
fn prepare(&self, options: &FormatOptions<'a>) -> Result<Self::State, ArrowError> {
let values = make_formatter(self.values().as_ref(), options)?;
let length = self.value_length();
Ok((length as usize, values))
}
fn write(&self, s: &Self::State, idx: usize, f: &mut dyn Write) -> FormatResult {
let start = idx * s.0;
let end = start + s.0;
write_list(f, start..end, s.1.as_ref())
}
}
type FieldDisplay<'a> = (&'a str, Box<dyn DisplayIndex + 'a>);
impl<'a> DisplayIndexState<'a> for &'a StructArray {
type State = Vec<FieldDisplay<'a>>;
fn prepare(&self, options: &FormatOptions<'a>) -> Result<Self::State, ArrowError> {
let fields = match (*self).data_type() {
DataType::Struct(f) => f,
_ => unreachable!(),
};
self.columns()
.iter()
.zip(fields)
.map(|(a, f)| {
let format = make_formatter(a.as_ref(), options)?;
Ok((f.name().as_str(), format))
})
.collect()
}
fn write(&self, s: &Self::State, idx: usize, f: &mut dyn Write) -> FormatResult {
let mut iter = s.iter();
f.write_char('{')?;
if let Some((name, display)) = iter.next() {
write!(f, "{name}: ")?;
display.as_ref().write(idx, f)?;
}
for (name, display) in iter {
write!(f, ", {name}: ")?;
display.as_ref().write(idx, f)?;
}
f.write_char('}')?;
Ok(())
}
}
impl<'a> DisplayIndexState<'a> for &'a MapArray {
type State = (Box<dyn DisplayIndex + 'a>, Box<dyn DisplayIndex + 'a>);
fn prepare(&self, options: &FormatOptions<'a>) -> Result<Self::State, ArrowError> {
let keys = make_formatter(self.keys().as_ref(), options)?;
let values = make_formatter(self.values().as_ref(), options)?;
Ok((keys, values))
}
fn write(&self, s: &Self::State, idx: usize, f: &mut dyn Write) -> FormatResult {
let offsets = self.value_offsets();
let end = offsets[idx + 1].as_usize();
let start = offsets[idx].as_usize();
let mut iter = start..end;
f.write_char('{')?;
if let Some(idx) = iter.next() {
s.0.write(idx, f)?;
write!(f, ": ")?;
s.1.write(idx, f)?;
}
for idx in iter {
write!(f, ", ")?;
s.0.write(idx, f)?;
write!(f, ": ")?;
s.1.write(idx, f)?;
}
f.write_char('}')?;
Ok(())
}
}
impl<'a> DisplayIndexState<'a> for &'a UnionArray {
type State = (
Vec<Option<(&'a str, Box<dyn DisplayIndex + 'a>)>>,
UnionMode,
);
fn prepare(&self, options: &FormatOptions<'a>) -> Result<Self::State, ArrowError> {
let (fields, mode) = match (*self).data_type() {
DataType::Union(fields, mode) => (fields, mode),
_ => unreachable!(),
};
let max_id = fields.iter().map(|(id, _)| id).max().unwrap_or_default() as usize;
let mut out: Vec<Option<FieldDisplay>> = (0..max_id + 1).map(|_| None).collect();
for (i, field) in fields.iter() {
let formatter = make_formatter(self.child(i).as_ref(), options)?;
out[i as usize] = Some((field.name().as_str(), formatter))
}
Ok((out, *mode))
}
fn write(&self, s: &Self::State, idx: usize, f: &mut dyn Write) -> FormatResult {
let id = self.type_id(idx);
let idx = match s.1 {
UnionMode::Dense => self.value_offset(idx),
UnionMode::Sparse => idx,
};
let (name, field) = s.0[id as usize].as_ref().unwrap();
write!(f, "{{{name}=")?;
field.write(idx, f)?;
f.write_char('}')?;
Ok(())
}
}
pub fn array_value_to_string(column: &dyn Array, row: usize) -> Result<String, ArrowError> {
let options = FormatOptions::default().with_display_error(true);
let formatter = ArrayFormatter::try_new(column, &options)?;
Ok(formatter.value(row).to_string())
}
pub fn lexical_to_string<N: lexical_core::ToLexical>(n: N) -> String {
let mut buf = Vec::<u8>::with_capacity(N::FORMATTED_SIZE_DECIMAL);
unsafe {
let slice = std::slice::from_raw_parts_mut(buf.as_mut_ptr(), buf.capacity());
let len = lexical_core::write(n, slice).len();
buf.set_len(len);
String::from_utf8_unchecked(buf)
}
}
#[cfg(test)]
mod tests {
use arrow_array::builder::StringRunBuilder;
use super::*;
const TEST_CONST_OPTIONS: FormatOptions<'static> = FormatOptions::new()
.with_date_format(Some("foo"))
.with_timestamp_format(Some("404"));
#[test]
fn test_const_options() {
assert_eq!(TEST_CONST_OPTIONS.date_format, Some("foo"));
}
#[test]
fn test_map_array_to_string() {
let keys = vec!["a", "b", "c", "d", "e", "f", "g", "h"];
let values_data = UInt32Array::from(vec![0u32, 10, 20, 30, 40, 50, 60, 70]);
let entry_offsets = [0, 3, 6, 8];
let map_array =
MapArray::new_from_strings(keys.clone().into_iter(), &values_data, &entry_offsets)
.unwrap();
assert_eq!(
"{d: 30, e: 40, f: 50}",
array_value_to_string(&map_array, 1).unwrap()
);
}
fn format_array(array: &dyn Array, fmt: &FormatOptions) -> Vec<String> {
let fmt = ArrayFormatter::try_new(array, fmt).unwrap();
(0..array.len()).map(|x| fmt.value(x).to_string()).collect()
}
#[test]
fn test_array_value_to_string_duration() {
let iso_fmt = FormatOptions::new();
let pretty_fmt = FormatOptions::new().with_duration_format(DurationFormat::Pretty);
let array = DurationNanosecondArray::from(vec![
1,
-1,
1000,
-1000,
(45 * 60 * 60 * 24 + 14 * 60 * 60 + 2 * 60 + 34) * 1_000_000_000 + 123456789,
-(45 * 60 * 60 * 24 + 14 * 60 * 60 + 2 * 60 + 34) * 1_000_000_000 - 123456789,
]);
let iso = format_array(&array, &iso_fmt);
let pretty = format_array(&array, &pretty_fmt);
assert_eq!(iso[0], "PT0.000000001S");
assert_eq!(pretty[0], "0 days 0 hours 0 mins 0.000000001 secs");
assert_eq!(iso[1], "-PT0.000000001S");
assert_eq!(pretty[1], "0 days 0 hours 0 mins -0.000000001 secs");
assert_eq!(iso[2], "PT0.000001S");
assert_eq!(pretty[2], "0 days 0 hours 0 mins 0.000001000 secs");
assert_eq!(iso[3], "-PT0.000001S");
assert_eq!(pretty[3], "0 days 0 hours 0 mins -0.000001000 secs");
assert_eq!(iso[4], "PT3938554.123456789S");
assert_eq!(pretty[4], "45 days 14 hours 2 mins 34.123456789 secs");
assert_eq!(iso[5], "-PT3938554.123456789S");
assert_eq!(pretty[5], "-45 days -14 hours -2 mins -34.123456789 secs");
let array = DurationMicrosecondArray::from(vec![
1,
-1,
1000,
-1000,
(45 * 60 * 60 * 24 + 14 * 60 * 60 + 2 * 60 + 34) * 1_000_000 + 123456,
-(45 * 60 * 60 * 24 + 14 * 60 * 60 + 2 * 60 + 34) * 1_000_000 - 123456,
]);
let iso = format_array(&array, &iso_fmt);
let pretty = format_array(&array, &pretty_fmt);
assert_eq!(iso[0], "PT0.000001S");
assert_eq!(pretty[0], "0 days 0 hours 0 mins 0.000001 secs");
assert_eq!(iso[1], "-PT0.000001S");
assert_eq!(pretty[1], "0 days 0 hours 0 mins -0.000001 secs");
assert_eq!(iso[2], "PT0.001S");
assert_eq!(pretty[2], "0 days 0 hours 0 mins 0.001000 secs");
assert_eq!(iso[3], "-PT0.001S");
assert_eq!(pretty[3], "0 days 0 hours 0 mins -0.001000 secs");
assert_eq!(iso[4], "PT3938554.123456S");
assert_eq!(pretty[4], "45 days 14 hours 2 mins 34.123456 secs");
assert_eq!(iso[5], "-PT3938554.123456S");
assert_eq!(pretty[5], "-45 days -14 hours -2 mins -34.123456 secs");
let array = DurationMillisecondArray::from(vec![
1,
-1,
1000,
-1000,
(45 * 60 * 60 * 24 + 14 * 60 * 60 + 2 * 60 + 34) * 1_000 + 123,
-(45 * 60 * 60 * 24 + 14 * 60 * 60 + 2 * 60 + 34) * 1_000 - 123,
]);
let iso = format_array(&array, &iso_fmt);
let pretty = format_array(&array, &pretty_fmt);
assert_eq!(iso[0], "PT0.001S");
assert_eq!(pretty[0], "0 days 0 hours 0 mins 0.001 secs");
assert_eq!(iso[1], "-PT0.001S");
assert_eq!(pretty[1], "0 days 0 hours 0 mins -0.001 secs");
assert_eq!(iso[2], "PT1S");
assert_eq!(pretty[2], "0 days 0 hours 0 mins 1.000 secs");
assert_eq!(iso[3], "-PT1S");
assert_eq!(pretty[3], "0 days 0 hours 0 mins -1.000 secs");
assert_eq!(iso[4], "PT3938554.123S");
assert_eq!(pretty[4], "45 days 14 hours 2 mins 34.123 secs");
assert_eq!(iso[5], "-PT3938554.123S");
assert_eq!(pretty[5], "-45 days -14 hours -2 mins -34.123 secs");
let array = DurationSecondArray::from(vec![
1,
-1,
1000,
-1000,
45 * 60 * 60 * 24 + 14 * 60 * 60 + 2 * 60 + 34,
-45 * 60 * 60 * 24 - 14 * 60 * 60 - 2 * 60 - 34,
]);
let iso = format_array(&array, &iso_fmt);
let pretty = format_array(&array, &pretty_fmt);
assert_eq!(iso[0], "PT1S");
assert_eq!(pretty[0], "0 days 0 hours 0 mins 1 secs");
assert_eq!(iso[1], "-PT1S");
assert_eq!(pretty[1], "0 days 0 hours 0 mins -1 secs");
assert_eq!(iso[2], "PT1000S");
assert_eq!(pretty[2], "0 days 0 hours 16 mins 40 secs");
assert_eq!(iso[3], "-PT1000S");
assert_eq!(pretty[3], "0 days 0 hours -16 mins -40 secs");
assert_eq!(iso[4], "PT3938554S");
assert_eq!(pretty[4], "45 days 14 hours 2 mins 34 secs");
assert_eq!(iso[5], "-PT3938554S");
assert_eq!(pretty[5], "-45 days -14 hours -2 mins -34 secs");
}
#[test]
fn test_null() {
let array = NullArray::new(2);
let options = FormatOptions::new().with_null("NULL");
let formatted = format_array(&array, &options);
assert_eq!(formatted, &["NULL".to_string(), "NULL".to_string()])
}
#[test]
fn test_string_run_arry_to_string() {
let mut builder = StringRunBuilder::<Int32Type>::new();
builder.append_value("input_value");
builder.append_value("input_value");
builder.append_value("input_value");
builder.append_value("input_value1");
let map_array = builder.finish();
assert_eq!("input_value", array_value_to_string(&map_array, 1).unwrap());
assert_eq!(
"input_value1",
array_value_to_string(&map_array, 3).unwrap()
);
}
}