diff --git a/Cargo.lock b/Cargo.lock index b147b6fefa..9de1ea0c4a 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -2747,7 +2747,6 @@ name = "nu-cmd-dataframe" version = "0.87.2" dependencies = [ "chrono", - "chrono-tz", "fancy-regex", "indexmap 2.1.0", "nu-cmd-lang", diff --git a/crates/nu-cmd-dataframe/Cargo.toml b/crates/nu-cmd-dataframe/Cargo.toml index b95113481f..59dc613bfd 100644 --- a/crates/nu-cmd-dataframe/Cargo.toml +++ b/crates/nu-cmd-dataframe/Cargo.toml @@ -19,7 +19,6 @@ nu-protocol = { path = "../nu-protocol", version = "0.87.2" } # Potential dependencies for extras chrono = { version = "0.4", features = ["std", "unstable-locales"], default-features = false } -chrono-tz = "0.8" fancy-regex = "0.11" indexmap = { version = "2.1" } num = { version = "0.4", optional = true } diff --git a/crates/nu-cmd-dataframe/src/dataframe/values/nu_dataframe/conversion.rs b/crates/nu-cmd-dataframe/src/dataframe/values/nu_dataframe/conversion.rs index 4d4516bb77..028d73a146 100644 --- a/crates/nu-cmd-dataframe/src/dataframe/values/nu_dataframe/conversion.rs +++ b/crates/nu-cmd-dataframe/src/dataframe/values/nu_dataframe/conversion.rs @@ -1,31 +1,23 @@ -use std::ops::{Deref, DerefMut}; +use super::{DataFrameValue, NuDataFrame}; -use chrono::{DateTime, Duration, FixedOffset, NaiveTime, TimeZone, Utc}; -use chrono_tz::Tz; +use chrono::{DateTime, FixedOffset, NaiveDateTime}; use indexmap::map::{Entry, IndexMap}; +use nu_protocol::{Record, ShellError, Span, Value}; use polars::chunked_array::builder::AnonymousOwnedListBuilder; use polars::chunked_array::object::builder::ObjectChunkedBuilder; use polars::chunked_array::ChunkedArray; -use polars::datatypes::AnyValue; -use polars::export::arrow::array::{ - Array, BooleanArray, Float32Array, Float64Array, Int16Array, Int32Array, Int64Array, Int8Array, - UInt16Array, UInt32Array, UInt64Array, UInt8Array, -}; use polars::export::arrow::Either; use polars::prelude::{ - ArrayRef, DataFrame, DataType, DatetimeChunked, Float64Type, Int64Type, IntoSeries, - LargeBinaryArray, LargeListArray, LargeStringArray, ListBooleanChunkedBuilder, - ListBuilderTrait, ListPrimitiveChunkedBuilder, ListType, ListUtf8ChunkedBuilder, NamedFrom, - NewChunkedArray, ObjectType, Series, StructArray, TemporalMethods, TimeUnit, + DataFrame, DataType, DatetimeChunked, Float64Type, Int64Type, IntoSeries, + ListBooleanChunkedBuilder, ListBuilderTrait, ListPrimitiveChunkedBuilder, ListType, + ListUtf8ChunkedBuilder, NamedFrom, NewChunkedArray, ObjectType, Series, TemporalMethods, + TimeUnit, }; +use std::ops::{Deref, DerefMut}; -use nu_protocol::{Record, ShellError, Span, Value}; +const SECS_PER_DAY: i64 = 86_400; -use super::{DataFrameValue, NuDataFrame}; - -const NANOS_PER_DAY: i64 = 86_400_000_000_000; - -// The values capacity is for the size of an vec. +// The values capacity is for the size of an internal vec. // Since this is impossible to determine without traversing every value // I just picked one. Since this is for converting back and forth // between nushell tables the values shouldn't be too extremely large for @@ -207,7 +199,7 @@ fn value_to_input_type(value: &Value) -> InputType { Value::Filesize { .. } => InputType::Filesize, Value::List { vals, .. } => { // We need to determined the type inside of the list. - // Since Value::List does not have any kind of + // Since Value::List does not have any kind of internal // type information, we need to look inside the list. // This will cause errors if lists have inconsistent types. // Basically, if a list column needs to be converted to dataframe, @@ -813,21 +805,28 @@ fn series_to_values( )), Some(ca) => { let it = ca.into_iter(); - if let (Some(size), Some(from_row)) = (maybe_size, maybe_from_row) { - Either::Left(it.skip(from_row).take(size)) - } else { - Either::Right(it) - } - .map(|ca| { - let sublist: Vec = if let Some(ref s) = ca { - series_to_values(s, None, None, Span::unknown())? + let values: Vec = + if let (Some(size), Some(from_row)) = (maybe_size, maybe_from_row) { + Either::Left(it.skip(from_row).take(size)) } else { - // empty item - vec![] - }; - Ok(Value::list(sublist, span)) - }) - .collect::, ShellError>>() + Either::Right(it) + } + .map(|ca| { + let sublist = ca + .map(|ref s| { + match series_to_values(s, None, None, Span::unknown()) { + Ok(v) => v, + Err(e) => { + eprintln!("Error list values: {e}"); + vec![] + } + } + }) + .unwrap_or(vec![]); + Value::list(sublist, span) + }) + .collect::>(); + Ok(values) } } } @@ -850,16 +849,51 @@ fn series_to_values( } .map(|v| match v { Some(a) => { - let nanos = nanos_per_day(a); - let datetime = datetime_from_epoch_nanos(nanos, &None, span)?; - Ok(Value::date(datetime, span)) + // elapsed time in day since 1970-01-01 + let seconds = a as i64 * SECS_PER_DAY; + let naive_datetime = match NaiveDateTime::from_timestamp_opt(seconds, 0) { + Some(val) => val, + None => { + return Value::error( + ShellError::UnsupportedInput { + msg: "The given local datetime representation is invalid." + .to_string(), + input: format!("timestamp is {a:?}"), + msg_span: span, + input_span: Span::unknown(), + }, + span, + ) + } + }; + // Zero length offset + let offset = match FixedOffset::east_opt(0) { + Some(val) => val, + None => { + return Value::error( + ShellError::UnsupportedInput { + msg: "The given local datetime representation is invalid." + .to_string(), + input: format!("timestamp is {a:?}"), + msg_span: span, + input_span: Span::unknown(), + }, + span, + ) + } + }; + let datetime = + DateTime::::from_naive_utc_and_offset(naive_datetime, offset); + + Value::date(datetime, span) } - None => Ok(Value::nothing(span)), + None => Value::nothing(span), }) - .collect::, ShellError>>()?; + .collect::>(); + Ok(values) } - DataType::Datetime(time_unit, tz) => { + DataType::Datetime(time_unit, _) => { let casted = series.datetime().map_err(|e| { ShellError::GenericError( "Error casting column to datetime".into(), @@ -878,48 +912,55 @@ fn series_to_values( } .map(|v| match v { Some(a) => { + let unit_divisor = match time_unit { + TimeUnit::Nanoseconds => 1_000_000_000, + TimeUnit::Microseconds => 1_000_000, + TimeUnit::Milliseconds => 1_000, + }; // elapsed time in nano/micro/milliseconds since 1970-01-01 - let nanos = nanos_from_timeunit(a, *time_unit); - let datetime = datetime_from_epoch_nanos(nanos, tz, span)?; - Ok(Value::date(datetime, span)) + let seconds = a / unit_divisor; + let naive_datetime = match NaiveDateTime::from_timestamp_opt(seconds, 0) { + Some(val) => val, + None => { + return Value::error( + ShellError::UnsupportedInput { + msg: "The given local datetime representation is invalid." + .to_string(), + input: format!("timestamp is {a:?}"), + msg_span: span, + input_span: Span::unknown(), + }, + span, + ) + } + }; + // Zero length offset + let offset = match FixedOffset::east_opt(0) { + Some(val) => val, + None => { + return Value::error( + ShellError::UnsupportedInput { + msg: "The given local datetime representation is invalid." + .to_string(), + input: format!("timestamp is {a:?}"), + msg_span: span, + input_span: Span::unknown(), + }, + span, + ) + } + }; + let datetime = + DateTime::::from_naive_utc_and_offset(naive_datetime, offset); + + Value::date(datetime, span) } - None => Ok(Value::nothing(span)), + None => Value::nothing(span), }) - .collect::, ShellError>>()?; + .collect::>(); + Ok(values) } - DataType::Struct(polar_fields) => { - let casted = series.struct_().map_err(|e| { - ShellError::GenericError( - "Error casting column to struct".into(), - "".to_string(), - None, - Some(e.to_string()), - Vec::new(), - ) - })?; - let it = casted.into_iter(); - let values: Result, ShellError> = - if let (Some(size), Some(from_row)) = (maybe_size, maybe_from_row) { - Either::Left(it.skip(from_row).take(size)) - } else { - Either::Right(it) - } - .map(|any_values| { - let vals: Result, ShellError> = any_values - .iter() - .map(|v| any_value_to_value(v, span)) - .collect(); - let cols: Vec = polar_fields - .iter() - .map(|field| field.name.to_string()) - .collect(); - let record = Record { cols, vals: vals? }; - Ok(Value::record(record, span)) - }) - .collect(); - values - } DataType::Time => { let casted = series.timestamp(TimeUnit::Nanoseconds).map_err(|e| { ShellError::GenericError( @@ -955,252 +996,10 @@ fn series_to_values( } } -fn any_value_to_value(any_value: &AnyValue, span: Span) -> Result { - match any_value { - AnyValue::Null => Ok(Value::nothing(span)), - AnyValue::Boolean(b) => Ok(Value::bool(*b, span)), - AnyValue::Utf8(s) => Ok(Value::string(s.to_string(), span)), - AnyValue::UInt8(i) => Ok(Value::int(*i as i64, span)), - AnyValue::UInt16(i) => Ok(Value::int(*i as i64, span)), - AnyValue::UInt32(i) => Ok(Value::int(*i as i64, span)), - AnyValue::UInt64(i) => Ok(Value::int(*i as i64, span)), - AnyValue::Int8(i) => Ok(Value::int(*i as i64, span)), - AnyValue::Int16(i) => Ok(Value::int(*i as i64, span)), - AnyValue::Int32(i) => Ok(Value::int(*i as i64, span)), - AnyValue::Int64(i) => Ok(Value::int(*i, span)), - AnyValue::Float32(f) => Ok(Value::float(*f as f64, span)), - AnyValue::Float64(f) => Ok(Value::float(*f, span)), - AnyValue::Date(d) => { - let nanos = nanos_per_day(*d); - datetime_from_epoch_nanos(nanos, &None, span) - .map(|datetime| Value::date(datetime, span)) - } - AnyValue::Datetime(a, time_unit, tz) => { - let nanos = nanos_from_timeunit(*a, *time_unit); - datetime_from_epoch_nanos(nanos, tz, span).map(|datetime| Value::date(datetime, span)) - } - AnyValue::Duration(a, time_unit) => { - let nanos = match time_unit { - TimeUnit::Nanoseconds => *a, - TimeUnit::Microseconds => *a * 1_000, - TimeUnit::Milliseconds => *a * 1_000_000, - }; - Ok(Value::duration(nanos, span)) - } - // AnyValue::Time represents the current time since midnight. - // Unfortunately, there is no timezone related information. - // Given this, calculate the current date from UTC and add the time. - AnyValue::Time(nanos) => time_from_midnight(*nanos, span), - AnyValue::List(series) => { - series_to_values(series, None, None, span).map(|values| Value::list(values, span)) - } - AnyValue::Struct(idx, struct_array, s_fields) => { - let cols: Vec = s_fields.iter().map(|f| f.name().to_string()).collect(); - let vals: Result, ShellError> = struct_array - .values() - .iter() - .enumerate() - .map(|(pos, v)| { - let f = &s_fields[pos]; - arr_to_value(&f.dtype, &**v, *idx, span) - }) - .collect(); - let record = Record { cols, vals: vals? }; - Ok(Value::record(record, span)) - } - AnyValue::StructOwned(struct_tuple) => { - let values: Result, ShellError> = struct_tuple - .0 - .iter() - .map(|s| any_value_to_value(s, span)) - .collect(); - let fields = struct_tuple - .1 - .iter() - .map(|f| f.name().to_string()) - .collect(); - Ok(Value::Record { - val: Record { - cols: fields, - vals: values?, - }, - internal_span: span, - }) - } - AnyValue::Utf8Owned(s) => Ok(Value::string(s.to_string(), span)), - AnyValue::Binary(bytes) => Ok(Value::binary(*bytes, span)), - AnyValue::BinaryOwned(bytes) => Ok(Value::binary(bytes.to_owned(), span)), - e => Err(ShellError::GenericError( - "Error creating Value".into(), - "".to_string(), - None, - Some(format!("Value not supported in nushell: {e}")), - Vec::new(), - )), - } -} - -#[inline] -fn arr_to_value( - dt: &DataType, - arr: &dyn Array, - idx: usize, - span: Span, -) -> Result { - macro_rules! downcast { - ($casttype:ident) => {{ - let arr = &*(arr as *const dyn Array as *const $casttype); - arr.value_unchecked(idx) - }}; - } - - // Not loving the unsafe here, however this largely based off the one - // example I found for converting Array values in: - // polars_core::chunked_array::ops::any_value::arr_to_any_value - unsafe { - match dt { - DataType::Boolean => Ok(Value::bool(downcast!(BooleanArray), span)), - DataType::UInt8 => Ok(Value::int(downcast!(UInt8Array) as i64, span)), - DataType::UInt16 => Ok(Value::int(downcast!(UInt16Array) as i64, span)), - DataType::UInt32 => Ok(Value::int(downcast!(UInt32Array) as i64, span)), - DataType::UInt64 => Ok(Value::int(downcast!(UInt64Array) as i64, span)), - DataType::Int8 => Ok(Value::int(downcast!(Int8Array) as i64, span)), - DataType::Int16 => Ok(Value::int(downcast!(Int16Array) as i64, span)), - DataType::Int32 => Ok(Value::int(downcast!(Int32Array) as i64, span)), - DataType::Int64 => Ok(Value::int(downcast!(Int64Array), span)), - DataType::Float32 => Ok(Value::float(downcast!(Float32Array) as f64, span)), - DataType::Float64 => Ok(Value::float(downcast!(Float64Array), span)), - // DataType::Decimal(_, _) => {} - DataType::Utf8 => Ok(Value::string(downcast!(LargeStringArray).to_string(), span)), - DataType::Binary => Ok(Value::binary(downcast!(LargeBinaryArray).to_owned(), span)), - DataType::Date => { - let date = downcast!(Int32Array); - let nanos = nanos_per_day(date); - datetime_from_epoch_nanos(nanos, &None, span) - .map(|datetime| Value::date(datetime, span)) - } - DataType::Datetime(time_unit, tz) => { - let nanos = nanos_from_timeunit(downcast!(Int64Array), *time_unit); - datetime_from_epoch_nanos(nanos, tz, span) - .map(|datetime| Value::date(datetime, span)) - } - // DataType::Duration(_) => {} - DataType::Time => { - let t = downcast!(Int64Array); - time_from_midnight(t, span) - } - DataType::List(dt) => { - let v: ArrayRef = downcast!(LargeListArray); - let values_result = if dt.is_primitive() { - let s = Series::from_chunks_and_dtype_unchecked("", vec![v], dt); - series_to_values(&s, None, None, span) - } else { - let s = Series::from_chunks_and_dtype_unchecked("", vec![v], &dt.to_physical()) - .cast_unchecked(dt) - .map_err(|e| { - ShellError::GenericError( - "Error creating Value from polars LargeListArray".into(), - e.to_string(), - Some(span), - None, - Vec::new(), - ) - })?; - series_to_values(&s, None, None, span) - }; - values_result.map(|values| Value::list(values, span)) - } - DataType::Null => Ok(Value::nothing(span)), - DataType::Struct(fields) => { - let arr = &*(arr as *const dyn Array as *const StructArray); - let vals: Result, ShellError> = arr - .values() - .iter() - .enumerate() - .map(|(pos, v)| { - let f = &fields[pos]; - arr_to_value(&f.dtype, &**v, 0, span) - }) - .collect(); - let cols = fields.iter().map(|f| f.name().to_string()).collect(); - Ok(Value::record(Record { cols, vals: vals? }, span)) - } - DataType::Unknown => Ok(Value::nothing(span)), - _ => Err(ShellError::CantConvert { - to_type: dt.to_string(), - from_type: "polars array".to_string(), - span, - help: Some(format!( - "Could not convert polars array of type {:?} to value", - dt - )), - }), - } - } -} - -fn nanos_per_day(days: i32) -> i64 { - days as i64 * NANOS_PER_DAY -} - -fn nanos_from_timeunit(a: i64, time_unit: TimeUnit) -> i64 { - a * match time_unit { - TimeUnit::Microseconds => 1_000, // Convert microseconds to nanoseconds - TimeUnit::Milliseconds => 1_000_000, // Convert milliseconds to nanoseconds - TimeUnit::Nanoseconds => 1, // Already in nanoseconds - } -} - -fn datetime_from_epoch_nanos( - nanos: i64, - timezone: &Option, - span: Span, -) -> Result, ShellError> { - let tz: Tz = if let Some(polars_tz) = timezone { - polars_tz.parse::().map_err(|_| { - ShellError::GenericError( - format!("Could not parse polars timezone: {polars_tz}"), - "".to_string(), - Some(span), - None, - vec![], - ) - })? - } else { - Tz::UTC - }; - - Ok(tz.timestamp_nanos(nanos).fixed_offset()) -} - -fn time_from_midnight(nanos: i64, span: Span) -> Result { - let today = Utc::now().date_naive(); - NaiveTime::from_hms_opt(0, 0, 0) // midnight - .map(|time| time + Duration::nanoseconds(nanos)) // current time - .map(|time| today.and_time(time)) // current date and time - .and_then(|datetime| { - FixedOffset::east_opt(0) // utc - .map(|offset| { - DateTime::::from_naive_utc_and_offset(datetime, offset) - }) - }) - .map(|datetime| Value::date(datetime, span)) // current date and time - .ok_or(ShellError::CantConvert { - to_type: "datetime".to_string(), - from_type: "polars time".to_string(), - span, - help: Some("Could not convert polars time of {nanos} to datetime".to_string()), - }) -} - #[cfg(test)] mod tests { - use indexmap::indexmap; - use polars::export::arrow::array::{ListArray, NullArray, PrimitiveArray}; - use polars::export::arrow::buffer::Buffer; - use polars::prelude::Field; - use super::*; + use indexmap::indexmap; #[test] fn test_parsed_column_string_list() -> Result<(), Box> { @@ -1235,375 +1034,4 @@ mod tests { Ok(()) } - - #[test] - fn test_any_value_to_value() -> Result<(), Box> { - let span = Span::test_data(); - assert_eq!( - any_value_to_value(&AnyValue::Null, span)?, - Value::nothing(span) - ); - - let test_bool = true; - assert_eq!( - any_value_to_value(&AnyValue::Boolean(test_bool), span)?, - Value::bool(test_bool, span) - ); - - let test_str = "foo"; - assert_eq!( - any_value_to_value(&AnyValue::Utf8(test_str), span)?, - Value::string(test_str.to_string(), span) - ); - assert_eq!( - any_value_to_value(&AnyValue::Utf8Owned(test_str.into()), span)?, - Value::string(test_str.to_owned(), span) - ); - - let tests_uint8 = 4; - assert_eq!( - any_value_to_value(&AnyValue::UInt8(tests_uint8), span)?, - Value::int(tests_uint8 as i64, span) - ); - - let tests_uint16 = 233; - assert_eq!( - any_value_to_value(&AnyValue::UInt16(tests_uint16), span)?, - Value::int(tests_uint16 as i64, span) - ); - - let tests_uint32 = 897688233; - assert_eq!( - any_value_to_value(&AnyValue::UInt32(tests_uint32), span)?, - Value::int(tests_uint32 as i64, span) - ); - - let tests_uint64 = 903225135897388233; - assert_eq!( - any_value_to_value(&AnyValue::UInt64(tests_uint64), span)?, - Value::int(tests_uint64 as i64, span) - ); - - let tests_float32 = 903225135897388233.3223353; - assert_eq!( - any_value_to_value(&AnyValue::Float32(tests_float32), span)?, - Value::float(tests_float32 as f64, span) - ); - - let tests_float64 = 9064251358973882322333.64233533232; - assert_eq!( - any_value_to_value(&AnyValue::Float64(tests_float64), span)?, - Value::float(tests_float64, span) - ); - - let test_days = 10_957; - let comparison_date = Utc - .with_ymd_and_hms(2000, 1, 1, 0, 0, 0) - .unwrap() - .fixed_offset(); - assert_eq!( - any_value_to_value(&AnyValue::Date(test_days), span)?, - Value::date(comparison_date, span) - ); - - let test_millis = 946_684_800_000; - assert_eq!( - any_value_to_value( - &AnyValue::Datetime(test_millis, TimeUnit::Milliseconds, &None), - span - )?, - Value::date(comparison_date, span) - ); - - let test_duration_millis = 99_999; - let test_duration_micros = 99_999_000; - let test_duration_nanos = 99_999_000_000; - assert_eq!( - any_value_to_value( - &AnyValue::Duration(test_duration_nanos, TimeUnit::Nanoseconds), - span - )?, - Value::duration(test_duration_nanos, span) - ); - assert_eq!( - any_value_to_value( - &AnyValue::Duration(test_duration_micros, TimeUnit::Microseconds), - span - )?, - Value::duration(test_duration_nanos, span) - ); - assert_eq!( - any_value_to_value( - &AnyValue::Duration(test_duration_millis, TimeUnit::Milliseconds), - span - )?, - Value::duration(test_duration_nanos, span) - ); - - let test_binary = b"sdf2332f32q3f3afwaf3232f32"; - assert_eq!( - any_value_to_value(&AnyValue::Binary(test_binary), span)?, - Value::binary(test_binary.to_vec(), span) - ); - assert_eq!( - any_value_to_value(&AnyValue::BinaryOwned(test_binary.to_vec()), span)?, - Value::binary(test_binary.to_vec(), span) - ); - - let test_time_nanos = 54_000_000_000_000; - let test_time = DateTime::::from_naive_utc_and_offset( - Utc::now() - .date_naive() - .and_time(NaiveTime::from_hms_opt(15, 00, 00).unwrap()), - FixedOffset::east_opt(0).unwrap(), - ); - assert_eq!( - any_value_to_value(&AnyValue::Time(test_time_nanos), span)?, - Value::date(test_time, span) - ); - - let test_list_series = Series::new("int series", &[1, 2, 3]); - let comparison_list_series = Value::list( - vec![ - Value::int(1, span), - Value::int(2, span), - Value::int(3, span), - ], - span, - ); - assert_eq!( - any_value_to_value(&AnyValue::List(test_list_series), span)?, - comparison_list_series - ); - - let field_value_0 = AnyValue::Int32(1); - let field_value_1 = AnyValue::Boolean(true); - let values = vec![field_value_0, field_value_1]; - let field_name_0 = "num_field"; - let field_name_1 = "bool_field"; - let fields = vec![ - Field::new(field_name_0, DataType::Int32), - Field::new(field_name_1, DataType::Boolean), - ]; - let test_owned_struct = AnyValue::StructOwned(Box::new((values, fields.clone()))); - let comparison_owned_record = Value::record( - Record { - cols: vec![field_name_0.to_owned(), field_name_1.to_owned()], - vals: vec![Value::int(1, span), Value::bool(true, span)], - }, - span, - ); - assert_eq!( - any_value_to_value(&test_owned_struct, span)?, - comparison_owned_record.clone() - ); - - let test_int_arr = PrimitiveArray::from([Some(1_i32)]); - let test_bool_arr = BooleanArray::from([Some(true)]); - let test_struct_arr = StructArray::new( - DataType::Struct(fields.clone()).to_arrow(), - vec![Box::new(test_int_arr), Box::new(test_bool_arr)], - None, - ); - assert_eq!( - any_value_to_value( - &AnyValue::Struct(0, &test_struct_arr, fields.as_slice()), - span - )?, - comparison_owned_record - ); - - Ok(()) - } - - #[test] - fn test_arr_to_value() -> Result<(), Box> { - let test_bool_arr = BooleanArray::from([Some(true)]); - assert_eq!( - arr_to_value(&DataType::Boolean, &test_bool_arr, 0, Span::test_data())?, - Value::bool(true, Span::test_data()) - ); - - let test_uint8_arr = PrimitiveArray::from([Some(9_u8)]); - assert_eq!( - arr_to_value(&DataType::UInt8, &test_uint8_arr, 0, Span::test_data())?, - Value::int(9, Span::test_data()) - ); - - let test_uint16_arr = PrimitiveArray::from([Some(3223_u16)]); - assert_eq!( - arr_to_value(&DataType::UInt16, &test_uint16_arr, 0, Span::test_data())?, - Value::int(3223, Span::test_data()) - ); - - let test_uint32_arr = PrimitiveArray::from([Some(33_u32)]); - assert_eq!( - arr_to_value(&DataType::UInt32, &test_uint32_arr, 0, Span::test_data())?, - Value::int(33, Span::test_data()) - ); - - let test_uint64_arr = PrimitiveArray::from([Some(33_3232_u64)]); - assert_eq!( - arr_to_value(&DataType::UInt64, &test_uint64_arr, 0, Span::test_data())?, - Value::int(33_3232, Span::test_data()) - ); - - let test_int8_arr = PrimitiveArray::from([Some(9_i8)]); - assert_eq!( - arr_to_value(&DataType::Int8, &test_int8_arr, 0, Span::test_data())?, - Value::int(9, Span::test_data()) - ); - - let test_int16_arr = PrimitiveArray::from([Some(3223_i16)]); - assert_eq!( - arr_to_value(&DataType::Int16, &test_int16_arr, 0, Span::test_data())?, - Value::int(3223, Span::test_data()) - ); - - let test_int32_arr = PrimitiveArray::from([Some(33_i32)]); - assert_eq!( - arr_to_value(&DataType::Int32, &test_int32_arr, 0, Span::test_data())?, - Value::int(33, Span::test_data()) - ); - - let test_int64_arr = PrimitiveArray::from([Some(33_3232_i64)]); - assert_eq!( - arr_to_value(&DataType::Int64, &test_int64_arr, 0, Span::test_data())?, - Value::int(33_3232, Span::test_data()) - ); - - let test_float32_arr = PrimitiveArray::from([Some(33.32_f32)]); - assert_eq!( - arr_to_value(&DataType::Float32, &test_float32_arr, 0, Span::test_data())?, - Value::float(33.32_f32 as f64, Span::test_data()) - ); - - let test_float64_arr = PrimitiveArray::from([Some(33_3232.999_f64)]); - assert_eq!( - arr_to_value(&DataType::Float64, &test_float64_arr, 0, Span::test_data())?, - Value::float(33_3232.999, Span::test_data()) - ); - - let test_str = "hello world"; - let test_str_arr = LargeStringArray::from(vec![Some(test_str.to_string())]); - assert_eq!( - arr_to_value(&DataType::Utf8, &test_str_arr, 0, Span::test_data())?, - Value::string(test_str.to_string(), Span::test_data()) - ); - - let test_bin = b"asdlfkjadsf"; - let test_bin_arr = LargeBinaryArray::from(vec![Some(test_bin.to_vec())]); - assert_eq!( - arr_to_value(&DataType::Binary, &test_bin_arr, 0, Span::test_data())?, - Value::binary(test_bin.to_vec(), Span::test_data()) - ); - - let test_days = 10_957_i32; - let comparison_date = Utc - .with_ymd_and_hms(2000, 1, 1, 0, 0, 0) - .unwrap() - .fixed_offset(); - let test_date_arr = PrimitiveArray::from([Some(test_days)]); - assert_eq!( - arr_to_value(&DataType::Date, &test_date_arr, 0, Span::test_data())?, - Value::date(comparison_date, Span::test_data()) - ); - - let test_dt_nanos = 1_357_488_900_000_000_000_i64; - let test_dt_arr = PrimitiveArray::from([Some(test_dt_nanos)]); - let test_dt = Utc.timestamp_nanos(test_dt_nanos).fixed_offset(); - assert_eq!( - arr_to_value( - &DataType::Datetime(TimeUnit::Nanoseconds, Some("UTC".to_owned())), - &test_dt_arr, - 0, - Span::test_data() - )?, - Value::date(test_dt, Span::test_data()) - ); - - let test_time_nanos = 54_000_000_000_000_i64; - let test_dt_arr = PrimitiveArray::from([Some(test_time_nanos)]); - let test_time = DateTime::::from_naive_utc_and_offset( - Utc::now() - .date_naive() - .and_time(NaiveTime::from_hms_opt(15, 00, 00).unwrap()), - FixedOffset::east_opt(0).unwrap(), - ); - assert_eq!( - arr_to_value(&DataType::Time, &test_dt_arr, 0, Span::test_data())?, - Value::date(test_time, Span::test_data()) - ); - - let values = Buffer::from(vec![1, 2, 3]); - let values = PrimitiveArray::::new(DataType::Int64.to_arrow(), values, None); - let data_type = ListArray::::default_datatype(DataType::Int64.to_arrow()); - let array = ListArray::::new( - data_type, - vec![0, 3].try_into().unwrap(), - Box::new(values), - None, - ); - let comparison_list_series = Value::list( - vec![ - Value::int(1, Span::test_data()), - Value::int(2, Span::test_data()), - Value::int(3, Span::test_data()), - ], - Span::test_data(), - ); - assert_eq!( - arr_to_value( - &DataType::List(Box::new(DataType::Int64)), - &array, - 0, - Span::test_data() - )?, - comparison_list_series - ); - - let field_name_0 = "num_field"; - let field_name_1 = "bool_field"; - let fields = vec![ - Field::new(field_name_0, DataType::Int32), - Field::new(field_name_1, DataType::Boolean), - ]; - let test_int_arr = PrimitiveArray::from([Some(1_i32)]); - let test_struct_arr = StructArray::new( - DataType::Struct(fields.clone()).to_arrow(), - vec![Box::new(test_int_arr), Box::new(test_bool_arr)], - None, - ); - let comparison_owned_record = Value::record( - Record { - cols: vec![field_name_0.to_owned(), field_name_1.to_owned()], - vals: vec![ - Value::int(1, Span::test_data()), - Value::bool(true, Span::test_data()), - ], - }, - Span::test_data(), - ); - assert_eq!( - arr_to_value( - &DataType::Struct(fields), - &test_struct_arr, - 0, - Span::test_data(), - )?, - comparison_owned_record - ); - - assert_eq!( - arr_to_value( - &DataType::Null, - &NullArray::new(DataType::Null.to_arrow(), 0), - 0, - Span::test_data() - )?, - Value::nothing(Span::test_data()) - ); - - Ok(()) - } }