re_viewer::external::arrow::array

Struct GenericListViewArray

pub struct GenericListViewArray<OffsetSize>
where
    OffsetSize: OffsetSizeTrait,
{
    data_type: DataType,
    nulls: Option<NullBuffer>,
    values: Arc<dyn Array>,
    value_offsets: ScalarBuffer<OffsetSize>,
    value_sizes: ScalarBuffer<OffsetSize>,
}
Expand description

An array of variable length lists, specifically in the list-view layout.

Differs from GenericListArray (which represents the list layout) in that the sizes of the child arrays are explicitly encoded in a separate buffer, instead of being derived from the difference between subsequent offsets in the offset buffer.

This allows the offsets (and subsequently child data) to be out of order. It also allows take / filter operations to be implemented without copying the underlying data.

§Representation

Given the same example array from GenericListArray, it would be represented as such via a list-view layout array:

                                        ┌ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─
                                                                        ┌ ─ ─ ─ ─ ─ ─ ┐    │
 ┌─────────────┐  ┌───────┐             │     ┌───┐   ┌───┐   ┌───┐       ┌───┐ ┌───┐
 │   [A,B,C]   │  │ (0,3) │                   │ 1 │   │ 0 │   │ 3 │     │ │ 1 │ │ A │ │ 0  │
 ├─────────────┤  ├───────┤             │     ├───┤   ├───┤   ├───┤       ├───┤ ├───┤
 │      []     │  │ (3,0) │                   │ 1 │   │ 3 │   │ 0 │     │ │ 1 │ │ B │ │ 1  │
 ├─────────────┤  ├───────┤             │     ├───┤   ├───┤   ├───┤       ├───┤ ├───┤
 │    NULL     │  │ (?,?) │                   │ 0 │   │ ? │   │ ? │     │ │ 1 │ │ C │ │ 2  │
 ├─────────────┤  ├───────┤             │     ├───┤   ├───┤   ├───┤       ├───┤ ├───┤
 │     [D]     │  │ (4,1) │                   │ 1 │   │ 4 │   │ 1 │     │ │ ? │ │ ? │ │ 3  │
 ├─────────────┤  ├───────┤             │     ├───┤   ├───┤   ├───┤       ├───┤ ├───┤
 │  [NULL, F]  │  │ (5,2) │                   │ 1 │   │ 5 │   │ 2 │     │ │ 1 │ │ D │ │ 4  │
 └─────────────┘  └───────┘             │     └───┘   └───┘   └───┘       ├───┤ ├───┤
                                                                        │ │ 0 │ │ ? │ │ 5  │
    Logical       Logical               │  Validity  Offsets  Sizes       ├───┤ ├───┤
     Values       Offset                   (nulls)                      │ │ 1 │ │ F │ │ 6  │
                  & Size                │                                 └───┘ └───┘
                                                                        │    Values   │    │
                (offsets[i],            │   ListViewArray                   (Array)
                 sizes[i])                                              └ ─ ─ ─ ─ ─ ─ ┘    │
                                        └ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─

Another way of representing the same array but taking advantage of the offsets being out of order:

                                        ┌ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─
                                                                        ┌ ─ ─ ─ ─ ─ ─ ┐    │
 ┌─────────────┐  ┌───────┐             │     ┌───┐   ┌───┐   ┌───┐       ┌───┐ ┌───┐
 │   [A,B,C]   │  │ (2,3) │                   │ 1 │   │ 2 │   │ 3 │     │ │ 0 │ │ ? │ │ 0  │
 ├─────────────┤  ├───────┤             │     ├───┤   ├───┤   ├───┤       ├───┤ ├───┤
 │      []     │  │ (0,0) │                   │ 1 │   │ 0 │   │ 0 │     │ │ 1 │ │ F │ │ 1  │
 ├─────────────┤  ├───────┤             │     ├───┤   ├───┤   ├───┤       ├───┤ ├───┤
 │    NULL     │  │ (?,?) │                   │ 0 │   │ ? │   │ ? │     │ │ 1 │ │ A │ │ 2  │
 ├─────────────┤  ├───────┤             │     ├───┤   ├───┤   ├───┤       ├───┤ ├───┤
 │     [D]     │  │ (5,1) │                   │ 1 │   │ 5 │   │ 1 │     │ │ 1 │ │ B │ │ 3  │
 ├─────────────┤  ├───────┤             │     ├───┤   ├───┤   ├───┤       ├───┤ ├───┤
 │  [NULL, F]  │  │ (0,2) │                   │ 1 │   │ 0 │   │ 2 │     │ │ 1 │ │ C │ │ 4  │
 └─────────────┘  └───────┘             │     └───┘   └───┘   └───┘       ├───┤ ├───┤
                                                                        │ │ 1 │ │ D │ │ 5  │
    Logical       Logical               │  Validity  Offsets  Sizes       └───┘ └───┘
     Values       Offset                   (nulls)                      │    Values   │    │
                  & Size                │                                   (Array)  
                                                                        └ ─ ─ ─ ─ ─ ─ ┘    │
                (offsets[i],            │   ListViewArray                          
                 sizes[i])                                                                 │
                                        └ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─

Fields§

§data_type: DataType§nulls: Option<NullBuffer>§values: Arc<dyn Array>§value_offsets: ScalarBuffer<OffsetSize>§value_sizes: ScalarBuffer<OffsetSize>

Implementations§

§

impl<OffsetSize> GenericListViewArray<OffsetSize>
where OffsetSize: OffsetSizeTrait,

pub const DATA_TYPE_CONSTRUCTOR: fn(_: Arc<Field>) -> DataType = _

The data type constructor of listview array. The input is the schema of the child array and the output is the DataType, ListView or LargeListView.

pub fn try_new( field: Arc<Field>, offsets: ScalarBuffer<OffsetSize>, sizes: ScalarBuffer<OffsetSize>, values: Arc<dyn Array>, nulls: Option<NullBuffer>, ) -> Result<GenericListViewArray<OffsetSize>, ArrowError>

Create a new GenericListViewArray from the provided parts

§Errors

Errors if

  • offsets.len() != sizes.len()
  • offsets.len() != nulls.len()
  • offsets[i] > values.len()
  • !field.is_nullable() && values.is_nullable()
  • field.data_type() != values.data_type()
  • 0 <= offsets[i] <= length of the child array
  • 0 <= offsets[i] + size[i] <= length of the child array

pub fn new( field: Arc<Field>, offsets: ScalarBuffer<OffsetSize>, sizes: ScalarBuffer<OffsetSize>, values: Arc<dyn Array>, nulls: Option<NullBuffer>, ) -> GenericListViewArray<OffsetSize>

Create a new GenericListViewArray from the provided parts

§Panics

Panics if Self::try_new returns an error

pub fn new_null( field: Arc<Field>, len: usize, ) -> GenericListViewArray<OffsetSize>

Create a new GenericListViewArray of length len where all values are null

pub fn into_parts( self, ) -> (Arc<Field>, ScalarBuffer<OffsetSize>, ScalarBuffer<OffsetSize>, Arc<dyn Array>, Option<NullBuffer>)

Deconstruct this array into its constituent parts

pub fn offsets(&self) -> &ScalarBuffer<OffsetSize>

Returns a reference to the offsets of this list

Unlike Self::value_offsets this returns the ScalarBuffer allowing for zero-copy cloning

pub fn values(&self) -> &Arc<dyn Array>

Returns a reference to the values of this list

pub fn sizes(&self) -> &ScalarBuffer<OffsetSize>

Returns a reference to the sizes of this list

Unlike Self::value_sizes this returns the ScalarBuffer allowing for zero-copy cloning

pub fn value_type(&self) -> DataType

Returns a clone of the value type of this list.

pub unsafe fn value_unchecked(&self, i: usize) -> Arc<dyn Array>

Returns ith value of this list view array.

§Safety

Caller must ensure that the index is within the array bounds

pub fn value(&self, i: usize) -> Arc<dyn Array>

Returns ith value of this list view array.

§Panics

Panics if the index is out of bounds

pub fn value_offsets(&self) -> &[OffsetSize]

Returns the offset values in the offsets buffer

pub fn value_sizes(&self) -> &[OffsetSize]

Returns the sizes values in the offsets buffer

pub fn value_size(&self, i: usize) -> OffsetSize

Returns the size for value at index i.

pub fn value_offset(&self, i: usize) -> OffsetSize

Returns the offset for value at index i.

pub fn iter(&self) -> ArrayIter<&GenericListViewArray<OffsetSize>> ⓘ

Constructs a new iterator

pub fn slice( &self, offset: usize, length: usize, ) -> GenericListViewArray<OffsetSize>

Returns a zero-copy slice of this array with the indicated offset and length.

Trait Implementations§

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impl<OffsetSize> ArrayAccessor for &GenericListViewArray<OffsetSize>
where OffsetSize: OffsetSizeTrait,

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type Item = Arc<dyn Array>

The Arrow type of the element being accessed.
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fn value( &self, index: usize, ) -> <&GenericListViewArray<OffsetSize> as ArrayAccessor>::Item

Returns the element at index i Read more
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unsafe fn value_unchecked( &self, index: usize, ) -> <&GenericListViewArray<OffsetSize> as ArrayAccessor>::Item

Returns the element at index i Read more
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impl<OffsetSize> Array for GenericListViewArray<OffsetSize>
where OffsetSize: OffsetSizeTrait,

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fn as_any(&self) -> &(dyn Any + 'static)

Returns the array as Any so that it can be downcasted to a specific implementation. Read more
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fn to_data(&self) -> ArrayData

Returns the underlying data of this array
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fn into_data(self) -> ArrayData

Returns the underlying data of this array Read more
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fn data_type(&self) -> &DataType

Returns a reference to the DataType of this array. Read more
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fn slice(&self, offset: usize, length: usize) -> Arc<dyn Array>

Returns a zero-copy slice of this array with the indicated offset and length. Read more
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fn len(&self) -> usize

Returns the length (i.e., number of elements) of this array. Read more
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fn is_empty(&self) -> bool

Returns whether this array is empty. Read more
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fn shrink_to_fit(&mut self)

Shrinks the capacity of any exclusively owned buffer as much as possible Read more
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fn offset(&self) -> usize

Returns the offset into the underlying data used by this array(-slice). Note that the underlying data can be shared by many arrays. This defaults to 0. Read more
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fn nulls(&self) -> Option<&NullBuffer>

Returns the null buffer of this array if any. Read more
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fn logical_null_count(&self) -> usize

Returns the total number of logical null values in this array. Read more
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fn get_buffer_memory_size(&self) -> usize

Returns the total number of bytes of memory pointed to by this array. The buffers store bytes in the Arrow memory format, and include the data as well as the validity map. Note that this does not always correspond to the exact memory usage of an array, since multiple arrays can share the same buffers or slices thereof.
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fn get_array_memory_size(&self) -> usize

Returns the total number of bytes of memory occupied physically by this array. This value will always be greater than returned by get_buffer_memory_size() and includes the overhead of the data structures that contain the pointers to the various buffers.
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fn logical_nulls(&self) -> Option<NullBuffer>

Returns a potentially computed NullBuffer that represents the logical null values of this array, if any. Read more
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fn is_null(&self, index: usize) -> bool

Returns whether the element at index is null according to Array::nulls Read more
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fn is_valid(&self, index: usize) -> bool

Returns whether the element at index is not null, the opposite of Self::is_null. Read more
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fn null_count(&self) -> usize

Returns the total number of physical null values in this array. Read more
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fn is_nullable(&self) -> bool

Returns false if the array is guaranteed to not contain any logical nulls Read more
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impl<OffsetSize> Clone for GenericListViewArray<OffsetSize>
where OffsetSize: Clone + OffsetSizeTrait,

§

fn clone(&self) -> GenericListViewArray<OffsetSize>

Returns a copy of the value. Read more
1.0.0 · Source§

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

Performs copy-assignment from source. Read more
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impl<OffsetSize> Debug for GenericListViewArray<OffsetSize>
where OffsetSize: OffsetSizeTrait,

§

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

Formats the value using the given formatter. Read more
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impl<OffsetSize> From<ArrayData> for GenericListViewArray<OffsetSize>
where OffsetSize: OffsetSizeTrait,

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fn from(data: ArrayData) -> GenericListViewArray<OffsetSize>

Converts to this type from the input type.
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impl<OffsetSize> From<FixedSizeListArray> for GenericListViewArray<OffsetSize>
where OffsetSize: OffsetSizeTrait,

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fn from(value: FixedSizeListArray) -> GenericListViewArray<OffsetSize>

Converts to this type from the input type.
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impl<OffsetSize> From<GenericListViewArray<OffsetSize>> for ArrayData
where OffsetSize: OffsetSizeTrait,

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fn from(array: GenericListViewArray<OffsetSize>) -> ArrayData

Converts to this type from the input type.
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impl<OffsetSize> PartialEq for GenericListViewArray<OffsetSize>
where OffsetSize: OffsetSizeTrait,

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fn eq(&self, other: &GenericListViewArray<OffsetSize>) -> bool

Tests for self and other values to be equal, and is used by ==.
1.0.0 · Source§

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

Auto Trait Implementations§

§

impl<OffsetSize> Freeze for GenericListViewArray<OffsetSize>

§

impl<OffsetSize> !RefUnwindSafe for GenericListViewArray<OffsetSize>

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impl<OffsetSize> Send for GenericListViewArray<OffsetSize>

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impl<OffsetSize> Sync for GenericListViewArray<OffsetSize>

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impl<OffsetSize> Unpin for GenericListViewArray<OffsetSize>
where OffsetSize: Unpin,

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impl<OffsetSize> !UnwindSafe for GenericListViewArray<OffsetSize>

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where T: 'static + ?Sized,

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Gets the TypeId of self. Read more
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fn tap_deref_mut_dbg<T>(self, func: impl FnOnce(&mut T)) -> Self
where Self: DerefMut<Target = T> + Deref, T: ?Sized,

Calls .tap_deref_mut() only in debug builds, and is erased in release builds.
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impl<T> To for T
where T: ?Sized,

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fn to<T>(self) -> T
where Self: Into<T>,

Converts to T by calling Into<T>::into.
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fn try_to<T>(self) -> Result<T, Self::Error>
where Self: TryInto<T>,

Tries to convert to T by calling TryInto<T>::try_into.
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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T> TryConv for T

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fn try_conv<T>(self) -> Result<T, Self::Error>
where Self: TryInto<T>,

Attempts to convert self into T using TryInto<T>. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<T> UnwrappedAs for T

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fn unwrapped_as<Dst>(self) -> Dst
where T: UnwrappedCast<Dst>,

Casts the value.
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impl<Src, Dst> UnwrappedCastFrom<Src> for Dst
where Src: UnwrappedCast<Dst>,

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fn unwrapped_cast_from(src: Src) -> Dst

Casts the value.
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impl<T> Upcast<T> for T

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fn upcast(&self) -> Option<&T>

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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V

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impl<T> WithSubscriber for T

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fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a [WithDispatch] wrapper. Read more
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fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a [WithDispatch] wrapper. Read more
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impl<T> WrappingAs for T

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fn wrapping_as<Dst>(self) -> Dst
where T: WrappingCast<Dst>,

Casts the value.
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impl<Src, Dst> WrappingCastFrom<Src> for Dst
where Src: WrappingCast<Dst>,

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fn wrapping_cast_from(src: Src) -> Dst

Casts the value.
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impl<T> ErasedDestructor for T
where T: 'static,

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impl<T> MaybeSendSync for T

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impl<T> Ungil for T
where T: Send,

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impl<T> WasmNotSend for T
where T: Send,

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impl<T> WasmNotSend for T
where T: Send,

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impl<T> WasmNotSendSync for T
where T: WasmNotSend + WasmNotSync,

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impl<T> WasmNotSync for T
where T: Sync,