Closed brettsam closed 8 months ago
Label prediction was below confidence level 0.6
for Model:CategoryLabels
: 'Client:0.539298,Mgmt:0.24787387,Service:0.19938183'
//fyi: @JoshLove-msft - this got mislabeled as Event Hubs.
We ran into this issue with a function that sends out multiple events. What's the recommended workaround?
I need this feature and can implement this.
@JoshLove-msft This will require serializing the message inside the 'AddAsync' method instead of lazily in the 'FlushAsync' method so we can track the total size of the batch when a message is added. This means AddAsync may start throwing exceptions that originally would have only been thrown from FlushAsync. Is that an acceptable change?
@es-alt I've wrapped my collector in a custom class which tracks the batch size and flushes automatically before the batch exceeds the maximum size. This class is heavily coupled to the knowledge of how the events are serialized, e.g. adding two bytes for the array brackets and a byte for every comma. I checked the sdk source code to confirm events are not serialized with whitespace when they are published but if that changes in the future then this code would break.
/// <summary>
/// A wrapper around the default EventGrid collector which properly handles
/// flushing automatically when the accumulated batch of events reaches the
/// maximum batch size.
/// </summary>
internal class CloudEventCollector : IAsyncCollector<CloudEvent>
{
private const int MinimumBatchSize = 2;
private const int MaximumBatchSize = 1500 * 1024;
private readonly IAsyncCollector<CloudEvent> _collector;
// Include 2 bytes for the opening and closing square brackets []
private int _batchSize = MinimumBatchSize;
/// <summary>
/// Creates a new instance which wraps the given
/// <see cref="IAsyncCollector{T}"/> and flushes automatically when the
/// accumulated batch of events reaches the maximum batch size.
/// </summary>
/// <param name="collector">The collector to wrap.</param>
public CloudEventCollector(IAsyncCollector<CloudEvent> collector) => _collector = collector;
/// <inheritdoc />
public async Task AddAsync(CloudEvent cloudEvent, CancellationToken cancellationToken)
{
var serialized = JsonSerializer.Serialize(cloudEvent);
if (_batchSize + serialized.Length > MaximumBatchSize)
{
await _collector.FlushAsync(cancellationToken).ConfigureAwait(false);
_batchSize = MinimumBatchSize;
}
await _collector.AddAsync(cloudEvent, cancellationToken).ConfigureAwait(false);
var commaNeeded = _batchSize > MinimumBatchSize;
if (commaNeeded)
{
_batchSize++;
}
_batchSize += serialized.Length;
}
/// <inheritdoc />
public async Task FlushAsync(CancellationToken cancellationToken)
=> await _collector.FlushAsync(cancellationToken).ConfigureAwait(false);
}
@JoshLove-msft while implementing this, I realised there's two different approaches I could take:
I think there is an implicit assumption that IAsyncCollector
has the first behaviour, and that's how some of the other bindings (ServiceBus, EventHub) have been implemented, so I think that should be the preferred approach. However, I can imagine a scenario where a user has coupled to the current behaviour and expects that their messages will only be published when they call FlushAsync
. I would never recommend doing this, but they may have code which treats the collector as a buffer and chooses not to call FlushAsync
in certain circumstances. I don't think it's worth trying to preserve that behaviour but we might need to notify them of potentially breaking changes.
There is a discrepancy between Microsoft's documentation and the response message we are getting from Azure:
The maximum size (1536000) has been exceeded. Status: 413 (Request Entity Too Large) ErrorCode: RequestEntityTooLarge
This indicates a maximum size of 1.5MB, in contrast to the documentation:
When posting events to an Event Grid topic, the array can have a total size of up to 1 MB. Each event in the array is limited to 1 MB. If an event or the array is greater than the size limits, you receive the response 413 Payload Too Large.
I've confirmed that even though the response says the maximum size is 1.5MB, it doesn't accept messages that large. Reducing the threshold to 1MB fixed my issue. This is either a bug in the EventGrid implementation, or the message is referring to the size of the whole HTTP message and not just the payload.
Hi @brettsam, we deeply appreciate your input into this project. Regrettably, this issue has remained inactive for over 2 years, leading us to the decision to close it. We've implemented this policy to maintain the relevance of our issue queue and facilitate easier navigation for new contributors. If you still believe this topic requires attention, please feel free to create a new issue, referencing this one. Thank you for your understanding and ongoing support.
Hi @brettsam, we deeply appreciate your input into this project. Regrettably, this issue has remained inactive for over 2 years, leading us to the decision to close it. We've implemented this policy to maintain the relevance of our issue queue and facilitate easier navigation for new contributors. If you still believe this topic requires attention, please feel free to create a new issue, referencing this one. Thank you for your understanding and ongoing support.
If the output binding gets too many events added to it, it can result in the exception
The maximum size (1536000) has been exceeded
from EventGrid. The output binding should be able to break this up and Flush in batches.