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Polars Struct support without unsafe blocks (#11229)
Second attempt at polars Struct support. This version avoid using unsafe checks by cloning the StructArray and utilizing the into_static to convert to a StructOwned. --------- Co-authored-by: Jack Wright <jack.wright@disqo.com>
This commit is contained in:
Jack Wright
GitHub
parent
6ead98effb
commit
44dc890124
164
Cargo.lock
generated
164
Cargo.lock
generated
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@ -5401,7 +5401,7 @@ checksum = "266b2e40bc00e5a6c09c3584011e08b06f123c00362c92b975ba9843aaaa14b8"
|
||||
dependencies = [
|
||||
"proc-macro2",
|
||||
"quote",
|
||||
"syn 2.0.39",
|
||||
"syn 2.0.40",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
@ -5492,9 +5492,9 @@ dependencies = [
|
||||
|
||||
[[package]]
|
||||
name = "tokio"
|
||||
version = "1.34.0"
|
||||
version = "1.35.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "d0c014766411e834f7af5b8f4cf46257aab4036ca95e9d2c144a10f59ad6f5b9"
|
||||
checksum = "841d45b238a16291a4e1584e61820b8ae57d696cc5015c459c229ccc6990cc1c"
|
||||
dependencies = [
|
||||
"backtrace",
|
||||
"bytes",
|
||||
@ -5517,7 +5517,7 @@ checksum = "5b8a1e28f2deaa14e508979454cb3a223b10b938b45af148bc0986de36f1923b"
|
||||
dependencies = [
|
||||
"proc-macro2",
|
||||
"quote",
|
||||
"syn 2.0.39",
|
||||
"syn 2.0.40",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
@ -5636,9 +5636,9 @@ dependencies = [
|
||||
|
||||
[[package]]
|
||||
name = "try-lock"
|
||||
version = "0.2.4"
|
||||
version = "0.2.5"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "3528ecfd12c466c6f163363caf2d02a71161dd5e1cc6ae7b34207ea2d42d81ed"
|
||||
checksum = "e421abadd41a4225275504ea4d6566923418b7f05506fbc9c0fe86ba7396114b"
|
||||
|
||||
[[package]]
|
||||
name = "typed-arena"
|
||||
@ -5654,9 +5654,9 @@ checksum = "42ff0bf0c66b8238c6f3b578df37d0b7848e55df8577b3f74f92a69acceeb825"
|
||||
|
||||
[[package]]
|
||||
name = "typetag"
|
||||
version = "0.2.13"
|
||||
version = "0.2.14"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "80960fd143d4c96275c0e60b08f14b81fbb468e79bc0ef8fbda69fb0afafae43"
|
||||
checksum = "196976efd4a62737b3a2b662cda76efb448d099b1049613d7a5d72743c611ce0"
|
||||
dependencies = [
|
||||
"erased-serde",
|
||||
"inventory",
|
||||
@ -5667,13 +5667,13 @@ dependencies = [
|
||||
|
||||
[[package]]
|
||||
name = "typetag-impl"
|
||||
version = "0.2.13"
|
||||
version = "0.2.14"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "bfc13d450dc4a695200da3074dacf43d449b968baee95e341920e47f61a3b40f"
|
||||
checksum = "2eea6765137e2414c44c7b1e07c73965a118a72c46148e1e168b3fc9d3ccf3aa"
|
||||
dependencies = [
|
||||
"proc-macro2",
|
||||
"quote",
|
||||
"syn 2.0.39",
|
||||
"syn 2.0.40",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
@ -5702,9 +5702,9 @@ dependencies = [
|
||||
|
||||
[[package]]
|
||||
name = "unicode-bidi"
|
||||
version = "0.3.13"
|
||||
version = "0.3.14"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "92888ba5573ff080736b3648696b70cafad7d250551175acbaa4e0385b3e1460"
|
||||
checksum = "6f2528f27a9eb2b21e69c95319b30bd0efd85d09c379741b0f78ea1d86be2416"
|
||||
|
||||
[[package]]
|
||||
name = "unicode-ident"
|
||||
@ -6004,7 +6004,7 @@ dependencies = [
|
||||
"once_cell",
|
||||
"proc-macro2",
|
||||
"quote",
|
||||
"syn 2.0.39",
|
||||
"syn 2.0.40",
|
||||
"wasm-bindgen-shared",
|
||||
]
|
||||
|
||||
@ -6026,7 +6026,7 @@ checksum = "f0eb82fcb7930ae6219a7ecfd55b217f5f0893484b7a13022ebb2b2bf20b5283"
|
||||
dependencies = [
|
||||
"proc-macro2",
|
||||
"quote",
|
||||
"syn 2.0.39",
|
||||
"syn 2.0.40",
|
||||
"wasm-bindgen-backend",
|
||||
"wasm-bindgen-shared",
|
||||
]
|
||||
@ -6071,7 +6071,7 @@ dependencies = [
|
||||
"either",
|
||||
"home",
|
||||
"once_cell",
|
||||
"rustix 0.38.26",
|
||||
"rustix 0.38.28",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
@ -6083,7 +6083,7 @@ dependencies = [
|
||||
"either",
|
||||
"home",
|
||||
"once_cell",
|
||||
"rustix 0.38.26",
|
||||
"rustix 0.38.28",
|
||||
"windows-sys 0.48.0",
|
||||
]
|
||||
|
||||
@ -6354,9 +6354,9 @@ checksum = "dff9641d1cd4be8d1a070daf9e3773c5f67e78b4d9d42263020c057706765c04"
|
||||
|
||||
[[package]]
|
||||
name = "winnow"
|
||||
version = "0.5.24"
|
||||
version = "0.5.28"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "0383266b19108dfc6314a56047aa545a1b4d1be60e799b4dbdd407b56402704b"
|
||||
checksum = "6c830786f7720c2fd27a1a0e27a709dbd3c4d009b56d098fc742d4f4eab91fe2"
|
||||
dependencies = [
|
||||
"memchr",
|
||||
]
|
||||
@ -6383,11 +6383,13 @@ dependencies = [
|
||||
|
||||
[[package]]
|
||||
name = "xattr"
|
||||
version = "1.0.1"
|
||||
version = "1.1.3"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "f4686009f71ff3e5c4dbcf1a282d0a44db3f021ba69350cd42086b3e5f1c6985"
|
||||
checksum = "a7dae5072fe1f8db8f8d29059189ac175196e410e40ba42d5d4684ae2f750995"
|
||||
dependencies = [
|
||||
"libc",
|
||||
"linux-raw-sys 0.4.12",
|
||||
"rustix 0.38.28",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
@ -6410,22 +6412,22 @@ checksum = "09041cd90cf85f7f8b2df60c646f853b7f535ce68f85244eb6731cf89fa498ec"
|
||||
|
||||
[[package]]
|
||||
name = "zerocopy"
|
||||
version = "0.7.29"
|
||||
version = "0.7.30"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "5d075cf85bbb114e933343e087b92f2146bac0d55b534cbb8188becf0039948e"
|
||||
checksum = "306dca4455518f1f31635ec308b6b3e4eb1b11758cefafc782827d0aa7acb5c7"
|
||||
dependencies = [
|
||||
"zerocopy-derive",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "zerocopy-derive"
|
||||
version = "0.7.29"
|
||||
version = "0.7.30"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "86cd5ca076997b97ef09d3ad65efe811fa68c9e874cb636ccb211223a813b0c2"
|
||||
checksum = "be912bf68235a88fbefd1b73415cb218405958d1655b2ece9035a19920bdf6ba"
|
||||
dependencies = [
|
||||
"proc-macro2",
|
||||
"quote",
|
||||
"syn 2.0.39",
|
||||
"syn 2.0.40",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
|
||||
@ -1,11 +1,12 @@
|
||||
use super::{DataFrameValue, NuDataFrame};
|
||||
use std::ops::{Deref, DerefMut};
|
||||
|
||||
use chrono::{DateTime, FixedOffset, NaiveDateTime};
|
||||
use chrono::{DateTime, Duration, FixedOffset, NaiveTime, TimeZone, Utc};
|
||||
use chrono_tz::Tz;
|
||||
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::Either;
|
||||
use polars::prelude::{
|
||||
DataFrame, DataType, DatetimeChunked, Float64Type, Int64Type, IntoSeries,
|
||||
@ -13,11 +14,14 @@ use polars::prelude::{
|
||||
ListUtf8ChunkedBuilder, NamedFrom, NewChunkedArray, ObjectType, Series, TemporalMethods,
|
||||
TimeUnit,
|
||||
};
|
||||
use std::ops::{Deref, DerefMut};
|
||||
|
||||
const SECS_PER_DAY: i64 = 86_400;
|
||||
use nu_protocol::{Record, ShellError, Span, Value};
|
||||
|
||||
// The values capacity is for the size of an internal vec.
|
||||
use super::{DataFrameValue, NuDataFrame};
|
||||
|
||||
const NANOS_PER_DAY: i64 = 86_400_000_000_000;
|
||||
|
||||
// The values capacity is for the size of an 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
|
||||
@ -199,7 +203,7 @@ 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 internal
|
||||
// Since Value::List does not have any kind of
|
||||
// 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,
|
||||
@ -775,28 +779,21 @@ fn series_to_values(
|
||||
}),
|
||||
Some(ca) => {
|
||||
let it = ca.into_iter();
|
||||
let values: Vec<Value> =
|
||||
if let (Some(size), Some(from_row)) = (maybe_size, maybe_from_row) {
|
||||
Either::Left(it.skip(from_row).take(size))
|
||||
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<Value> = if let Some(ref s) = ca {
|
||||
series_to_values(s, None, None, Span::unknown())?
|
||||
} else {
|
||||
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::<Vec<Value>>();
|
||||
Ok(values)
|
||||
// empty item
|
||||
vec![]
|
||||
};
|
||||
Ok(Value::list(sublist, span))
|
||||
})
|
||||
.collect::<Result<Vec<Value>, ShellError>>()
|
||||
}
|
||||
}
|
||||
}
|
||||
@ -817,51 +814,16 @@ fn series_to_values(
|
||||
}
|
||||
.map(|v| match v {
|
||||
Some(a) => {
|
||||
// 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::<FixedOffset>::from_naive_utc_and_offset(naive_datetime, offset);
|
||||
|
||||
Value::date(datetime, span)
|
||||
let nanos = nanos_per_day(a);
|
||||
let datetime = datetime_from_epoch_nanos(nanos, &None, span)?;
|
||||
Ok(Value::date(datetime, span))
|
||||
}
|
||||
None => Value::nothing(span),
|
||||
None => Ok(Value::nothing(span)),
|
||||
})
|
||||
.collect::<Vec<Value>>();
|
||||
|
||||
.collect::<Result<Vec<Value>, ShellError>>()?;
|
||||
Ok(values)
|
||||
}
|
||||
DataType::Datetime(time_unit, _) => {
|
||||
DataType::Datetime(time_unit, tz) => {
|
||||
let casted = series.datetime().map_err(|e| ShellError::GenericError {
|
||||
error: "Error casting column to datetime".into(),
|
||||
msg: "".into(),
|
||||
@ -878,55 +840,46 @@ 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 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::<FixedOffset>::from_naive_utc_and_offset(naive_datetime, offset);
|
||||
|
||||
Value::date(datetime, span)
|
||||
let nanos = nanos_from_timeunit(a, *time_unit);
|
||||
let datetime = datetime_from_epoch_nanos(nanos, tz, span)?;
|
||||
Ok(Value::date(datetime, span))
|
||||
}
|
||||
None => Value::nothing(span),
|
||||
None => Ok(Value::nothing(span)),
|
||||
})
|
||||
.collect::<Vec<Value>>();
|
||||
|
||||
.collect::<Result<Vec<Value>, ShellError>>()?;
|
||||
Ok(values)
|
||||
}
|
||||
DataType::Struct(polar_fields) => {
|
||||
let casted = series.struct_().map_err(|e| ShellError::GenericError {
|
||||
error: "Error casting column to struct".into(),
|
||||
msg: "".to_string(),
|
||||
span: None,
|
||||
help: Some(e.to_string()),
|
||||
inner: Vec::new(),
|
||||
})?;
|
||||
let it = casted.into_iter();
|
||||
let values: Result<Vec<Value>, 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<Vec<Value>, ShellError> = any_values
|
||||
.iter()
|
||||
.map(|v| any_value_to_value(v, span))
|
||||
.collect();
|
||||
let cols: Vec<String> = 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
|
||||
@ -963,10 +916,154 @@ fn series_to_values(
|
||||
}
|
||||
}
|
||||
|
||||
fn any_value_to_value(any_value: &AnyValue, span: Span) -> Result<Value, ShellError> {
|
||||
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) => {
|
||||
// This should convert to a StructOwned object.
|
||||
let static_value =
|
||||
any_value
|
||||
.clone()
|
||||
.into_static()
|
||||
.map_err(|e| ShellError::GenericError {
|
||||
error: "Cannot convert polars struct to static value".into(),
|
||||
msg: e.to_string(),
|
||||
span: Some(span),
|
||||
help: None,
|
||||
inner: Vec::new(),
|
||||
})?;
|
||||
any_value_to_value(&static_value, span)
|
||||
}
|
||||
AnyValue::StructOwned(struct_tuple) => {
|
||||
let values: Result<Vec<Value>, 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: "Error creating Value".into(),
|
||||
msg: "".to_string(),
|
||||
span: None,
|
||||
help: Some(format!("Value not supported in nushell: {e}")),
|
||||
inner: Vec::new(),
|
||||
}),
|
||||
}
|
||||
}
|
||||
|
||||
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<String>,
|
||||
span: Span,
|
||||
) -> Result<DateTime<FixedOffset>, ShellError> {
|
||||
let tz: Tz = if let Some(polars_tz) = timezone {
|
||||
polars_tz
|
||||
.parse::<Tz>()
|
||||
.map_err(|_| ShellError::GenericError {
|
||||
error: format!("Could not parse polars timezone: {polars_tz}"),
|
||||
msg: "".to_string(),
|
||||
span: Some(span),
|
||||
help: None,
|
||||
inner: vec![],
|
||||
})?
|
||||
} else {
|
||||
Tz::UTC
|
||||
};
|
||||
|
||||
Ok(tz.timestamp_nanos(nanos).fixed_offset())
|
||||
}
|
||||
|
||||
fn time_from_midnight(nanos: i64, span: Span) -> Result<Value, ShellError> {
|
||||
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::<FixedOffset>::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 super::*;
|
||||
use indexmap::indexmap;
|
||||
use polars::export::arrow::array::{BooleanArray, PrimitiveArray};
|
||||
use polars::prelude::Field;
|
||||
use polars_io::prelude::StructArray;
|
||||
|
||||
use super::*;
|
||||
|
||||
#[test]
|
||||
fn test_parsed_column_string_list() -> Result<(), Box<dyn std::error::Error>> {
|
||||
@ -1001,4 +1098,184 @@ mod tests {
|
||||
|
||||
Ok(())
|
||||
}
|
||||
|
||||
#[test]
|
||||
fn test_any_value_to_value() -> Result<(), Box<dyn std::error::Error>> {
|
||||
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::<FixedOffset>::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(())
|
||||
}
|
||||
}
|
||||
|
||||
Loading…
Reference in New Issue
Block a user