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Add partition helper (#14039)
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using System;
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using System.Diagnostics;
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using System.Linq;
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namespace Jellyfin.Database.Implementations;
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/// <summary>
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/// Wrapper for progress reporting on Partition helpers.
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/// </summary>
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/// <typeparam name="TEntity">The entity to load.</typeparam>
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public class ProgressablePartitionReporting<TEntity>
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{
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private readonly IOrderedQueryable<TEntity> _source;
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private readonly Stopwatch _partitionTime = new();
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private readonly Stopwatch _itemTime = new();
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internal ProgressablePartitionReporting(IOrderedQueryable<TEntity> source)
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{
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_source = source;
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}
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internal Action<TEntity, int, int>? OnBeginItem { get; set; }
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internal Action<int>? OnBeginPartition { get; set; }
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internal Action<TEntity, int, int, TimeSpan>? OnEndItem { get; set; }
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internal Action<int, TimeSpan>? OnEndPartition { get; set; }
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internal IOrderedQueryable<TEntity> Source => _source;
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internal void BeginItem(TEntity entity, int iteration, int itemIndex)
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{
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_itemTime.Restart();
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OnBeginItem?.Invoke(entity, iteration, itemIndex);
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}
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internal void BeginPartition(int iteration)
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{
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_partitionTime.Restart();
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OnBeginPartition?.Invoke(iteration);
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}
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internal void EndItem(TEntity entity, int iteration, int itemIndex)
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{
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OnEndItem?.Invoke(entity, iteration, itemIndex, _itemTime.Elapsed);
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}
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internal void EndPartition(int iteration)
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{
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OnEndPartition?.Invoke(iteration, _partitionTime.Elapsed);
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}
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}
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@@ -0,0 +1,215 @@
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using System;
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using System.Buffers;
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using System.Collections.Generic;
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using System.Linq;
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using System.Runtime.CompilerServices;
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using System.Threading;
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using System.Threading.Tasks;
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using Microsoft.EntityFrameworkCore;
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namespace Jellyfin.Database.Implementations;
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/// <summary>
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/// Contains helpers to partition EFCore queries.
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/// </summary>
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public static class QueryPartitionHelpers
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{
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/// <summary>
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/// Adds a callback to any directly following calls of Partition for every partition thats been invoked.
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/// </summary>
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/// <typeparam name="TEntity">The entity to load.</typeparam>
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/// <param name="query">The source query.</param>
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/// <param name="beginPartition">The callback invoked for partition before enumerating items.</param>
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/// <param name="endPartition">The callback invoked for partition after enumerating items.</param>
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/// <returns>A queryable that can be used to partition.</returns>
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public static ProgressablePartitionReporting<TEntity> WithPartitionProgress<TEntity>(this IOrderedQueryable<TEntity> query, Action<int>? beginPartition = null, Action<int, TimeSpan>? endPartition = null)
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{
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var progressable = new ProgressablePartitionReporting<TEntity>(query);
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progressable.OnBeginPartition = beginPartition;
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progressable.OnEndPartition = endPartition;
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return progressable;
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}
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/// <summary>
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/// Adds a callback to any directly following calls of Partition for every item thats been invoked.
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/// </summary>
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/// <typeparam name="TEntity">The entity to load.</typeparam>
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/// <param name="query">The source query.</param>
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/// <param name="beginItem">The callback invoked for each item before processing.</param>
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/// <param name="endItem">The callback invoked for each item after processing.</param>
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/// <returns>A queryable that can be used to partition.</returns>
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public static ProgressablePartitionReporting<TEntity> WithItemProgress<TEntity>(this IOrderedQueryable<TEntity> query, Action<TEntity, int, int>? beginItem = null, Action<TEntity, int, int, TimeSpan>? endItem = null)
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{
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var progressable = new ProgressablePartitionReporting<TEntity>(query);
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progressable.OnBeginItem = beginItem;
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progressable.OnEndItem = endItem;
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return progressable;
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}
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/// <summary>
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/// Adds a callback to any directly following calls of Partition for every partition thats been invoked.
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/// </summary>
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/// <typeparam name="TEntity">The entity to load.</typeparam>
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/// <param name="progressable">The source query.</param>
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/// <param name="beginPartition">The callback invoked for partition before enumerating items.</param>
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/// <param name="endPartition">The callback invoked for partition after enumerating items.</param>
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/// <returns>A queryable that can be used to partition.</returns>
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public static ProgressablePartitionReporting<TEntity> WithPartitionProgress<TEntity>(this ProgressablePartitionReporting<TEntity> progressable, Action<int>? beginPartition = null, Action<int, TimeSpan>? endPartition = null)
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{
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progressable.OnBeginPartition = beginPartition;
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progressable.OnEndPartition = endPartition;
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return progressable;
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}
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/// <summary>
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/// Adds a callback to any directly following calls of Partition for every item thats been invoked.
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/// </summary>
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/// <typeparam name="TEntity">The entity to load.</typeparam>
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/// <param name="progressable">The source query.</param>
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/// <param name="beginItem">The callback invoked for each item before processing.</param>
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/// <param name="endItem">The callback invoked for each item after processing.</param>
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/// <returns>A queryable that can be used to partition.</returns>
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public static ProgressablePartitionReporting<TEntity> WithItemProgress<TEntity>(this ProgressablePartitionReporting<TEntity> progressable, Action<TEntity, int, int>? beginItem = null, Action<TEntity, int, int, TimeSpan>? endItem = null)
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{
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progressable.OnBeginItem = beginItem;
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progressable.OnEndItem = endItem;
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return progressable;
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}
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/// <summary>
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/// Enumerates the source query by loading the entities in partitions in a lazy manner reading each item from the database as its requested.
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/// </summary>
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/// <typeparam name="TEntity">The entity to load.</typeparam>
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/// <param name="partitionInfo">The source query.</param>
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/// <param name="partitionSize">The number of elements to load per partition.</param>
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/// <param name="cancellationToken">The cancelation token.</param>
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/// <returns>A enumerable representing the whole of the query.</returns>
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public static async IAsyncEnumerable<TEntity> PartitionAsync<TEntity>(this ProgressablePartitionReporting<TEntity> partitionInfo, int partitionSize, [EnumeratorCancellation] CancellationToken cancellationToken = default)
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{
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await foreach (var item in partitionInfo.Source.PartitionAsync(partitionSize, partitionInfo, cancellationToken).ConfigureAwait(false))
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{
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yield return item;
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}
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}
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/// <summary>
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/// Enumerates the source query by loading the entities in partitions directly into memory.
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/// </summary>
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/// <typeparam name="TEntity">The entity to load.</typeparam>
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/// <param name="partitionInfo">The source query.</param>
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/// <param name="partitionSize">The number of elements to load per partition.</param>
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/// <param name="cancellationToken">The cancelation token.</param>
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/// <returns>A enumerable representing the whole of the query.</returns>
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public static async IAsyncEnumerable<TEntity> PartitionEagerAsync<TEntity>(this ProgressablePartitionReporting<TEntity> partitionInfo, int partitionSize, [EnumeratorCancellation] CancellationToken cancellationToken = default)
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{
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await foreach (var item in partitionInfo.Source.PartitionEagerAsync(partitionSize, partitionInfo, cancellationToken).ConfigureAwait(false))
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{
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yield return item;
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}
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}
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/// <summary>
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/// Enumerates the source query by loading the entities in partitions in a lazy manner reading each item from the database as its requested.
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/// </summary>
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/// <typeparam name="TEntity">The entity to load.</typeparam>
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/// <param name="query">The source query.</param>
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/// <param name="partitionSize">The number of elements to load per partition.</param>
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/// <param name="progressablePartition">Reporting helper.</param>
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/// <param name="cancellationToken">The cancelation token.</param>
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/// <returns>A enumerable representing the whole of the query.</returns>
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public static async IAsyncEnumerable<TEntity> PartitionAsync<TEntity>(
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this IOrderedQueryable<TEntity> query,
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int partitionSize,
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ProgressablePartitionReporting<TEntity>? progressablePartition = null,
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[EnumeratorCancellation] CancellationToken cancellationToken = default)
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{
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var iterator = 0;
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int itemCounter;
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do
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{
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progressablePartition?.BeginPartition(iterator);
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itemCounter = 0;
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await foreach (var item in query
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.Skip(partitionSize * iterator)
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.Take(partitionSize)
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.AsAsyncEnumerable()
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.WithCancellation(cancellationToken)
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.ConfigureAwait(false))
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{
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progressablePartition?.BeginItem(item, iterator, itemCounter);
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yield return item;
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progressablePartition?.EndItem(item, iterator, itemCounter);
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itemCounter++;
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}
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progressablePartition?.EndPartition(iterator);
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iterator++;
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} while (itemCounter == partitionSize && !cancellationToken.IsCancellationRequested);
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}
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/// <summary>
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/// Enumerates the source query by loading the entities in partitions directly into memory.
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/// </summary>
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/// <typeparam name="TEntity">The entity to load.</typeparam>
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/// <param name="query">The source query.</param>
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/// <param name="partitionSize">The number of elements to load per partition.</param>
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/// <param name="progressablePartition">Reporting helper.</param>
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/// <param name="cancellationToken">The cancelation token.</param>
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/// <returns>A enumerable representing the whole of the query.</returns>
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public static async IAsyncEnumerable<TEntity> PartitionEagerAsync<TEntity>(
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this IOrderedQueryable<TEntity> query,
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int partitionSize,
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ProgressablePartitionReporting<TEntity>? progressablePartition = null,
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[EnumeratorCancellation] CancellationToken cancellationToken = default)
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{
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var iterator = 0;
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int itemCounter;
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var items = ArrayPool<TEntity>.Shared.Rent(partitionSize);
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try
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{
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do
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{
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progressablePartition?.BeginPartition(iterator);
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itemCounter = 0;
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await foreach (var item in query
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.Skip(partitionSize * iterator)
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.Take(partitionSize)
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.AsAsyncEnumerable()
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.WithCancellation(cancellationToken)
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.ConfigureAwait(false))
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{
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items[itemCounter++] = item;
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}
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for (int i = 0; i < itemCounter; i++)
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{
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progressablePartition?.BeginItem(items[i], iterator, itemCounter);
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yield return items[i];
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progressablePartition?.EndItem(items[i], iterator, itemCounter);
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}
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progressablePartition?.EndPartition(iterator);
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iterator++;
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} while (itemCounter == partitionSize && !cancellationToken.IsCancellationRequested);
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}
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finally
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{
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ArrayPool<TEntity>.Shared.Return(items);
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}
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}
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/// <summary>
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/// Adds an Index to the enumeration of the async enumerable.
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/// </summary>
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/// <typeparam name="TEntity">The entity to load.</typeparam>
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/// <param name="query">The source query.</param>
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/// <returns>The source list with an index added.</returns>
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public static async IAsyncEnumerable<(TEntity Item, int Index)> WithIndex<TEntity>(this IAsyncEnumerable<TEntity> query)
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{
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var index = 0;
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await foreach (var item in query.ConfigureAwait(false))
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{
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yield return (item, index++);
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}
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}
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}
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