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LanguageModelRateLimitingPlugin.cs
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323 lines (280 loc) · 13.3 KB
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// Licensed to the .NET Foundation under one or more agreements.
// The .NET Foundation licenses this file to you under the MIT license.
// See the LICENSE file in the project root for more information.
using DevProxy.Abstractions.LanguageModel;
using DevProxy.Abstractions.Models;
using DevProxy.Abstractions.Plugins;
using DevProxy.Abstractions.Proxy;
using DevProxy.Abstractions.Utils;
using Microsoft.Extensions.Configuration;
using Microsoft.Extensions.DependencyInjection;
using Microsoft.Extensions.Logging;
using System.Globalization;
using System.Net;
using System.Text.Json;
using Titanium.Web.Proxy.Http;
using Titanium.Web.Proxy.Models;
namespace DevProxy.Plugins.Behavior;
public enum TokenLimitResponseWhenExceeded
{
Throttle,
Custom
}
public sealed class LanguageModelRateLimitConfiguration
{
public MockResponseResponse? CustomResponse { get; set; }
public string CustomResponseFile { get; set; } = "token-limit-response.json";
public string HeaderRetryAfter { get; set; } = "retry-after";
public int ResetTimeWindowSeconds { get; set; } = 60; // 1 minute
public int PromptTokenLimit { get; set; } = 5000;
public int CompletionTokenLimit { get; set; } = 5000;
public TokenLimitResponseWhenExceeded WhenLimitExceeded { get; set; } = TokenLimitResponseWhenExceeded.Throttle;
}
public sealed class LanguageModelRateLimitingPlugin(
HttpClient httpClient,
ILogger<LanguageModelRateLimitingPlugin> logger,
ISet<UrlToWatch> urlsToWatch,
IProxyConfiguration proxyConfiguration,
IConfigurationSection pluginConfigurationSection) :
BasePlugin<LanguageModelRateLimitConfiguration>(
httpClient,
logger,
urlsToWatch,
proxyConfiguration,
pluginConfigurationSection)
{
// initial values so that we know when we intercept the
// first request and can set the initial values
private int _promptTokensRemaining = -1;
private int _completionTokensRemaining = -1;
private DateTime _resetTime = DateTime.MinValue;
private LanguageModelRateLimitingCustomResponseLoader? _loader;
public override string Name => nameof(LanguageModelRateLimitingPlugin);
public override async Task InitializeAsync(InitArgs e, CancellationToken cancellationToken)
{
ArgumentNullException.ThrowIfNull(e);
await base.InitializeAsync(e, cancellationToken);
if (Configuration.WhenLimitExceeded == TokenLimitResponseWhenExceeded.Custom)
{
Configuration.CustomResponseFile = ProxyUtils.GetFullPath(Configuration.CustomResponseFile, ProxyConfiguration.ConfigFile);
_loader = ActivatorUtilities.CreateInstance<LanguageModelRateLimitingCustomResponseLoader>(e.ServiceProvider, Configuration);
await _loader.InitFileWatcherAsync(cancellationToken);
}
}
public override Task BeforeRequestAsync(ProxyRequestArgs e, CancellationToken cancellationToken)
{
Logger.LogTrace("{Method} called", nameof(BeforeRequestAsync));
ArgumentNullException.ThrowIfNull(e);
var session = e.Session;
var state = e.ResponseState;
if (state.HasBeenSet)
{
Logger.LogRequest("Response already set", MessageType.Skipped, new(e.Session));
return Task.CompletedTask;
}
if (!e.HasRequestUrlMatch(UrlsToWatch))
{
Logger.LogRequest("URL not matched", MessageType.Skipped, new(e.Session));
return Task.CompletedTask;
}
var request = e.Session.HttpClient.Request;
if (request.Method is null ||
!request.Method.Equals("POST", StringComparison.OrdinalIgnoreCase) ||
!request.HasBody)
{
Logger.LogRequest("Request is not a POST request with a body", MessageType.Skipped, new(e.Session));
return Task.CompletedTask;
}
if (!OpenAIRequest.TryGetOpenAIRequest(request.BodyString, Logger, out var openAiRequest))
{
Logger.LogRequest("Skipping non-OpenAI request", MessageType.Skipped, new(e.Session));
return Task.CompletedTask;
}
// set the initial values for the first request
if (_resetTime == DateTime.MinValue)
{
_resetTime = DateTime.Now.AddSeconds(Configuration.ResetTimeWindowSeconds);
}
if (_promptTokensRemaining == -1)
{
_promptTokensRemaining = Configuration.PromptTokenLimit;
_completionTokensRemaining = Configuration.CompletionTokenLimit;
}
// see if we passed the reset time window
if (DateTime.Now > _resetTime)
{
_promptTokensRemaining = Configuration.PromptTokenLimit;
_completionTokensRemaining = Configuration.CompletionTokenLimit;
_resetTime = DateTime.Now.AddSeconds(Configuration.ResetTimeWindowSeconds);
}
// check if we have tokens available
if (_promptTokensRemaining <= 0 || _completionTokensRemaining <= 0)
{
Logger.LogRequest($"Exceeded token limit when calling {request.Url}. Request will be throttled", MessageType.Failed, new(e.Session));
if (Configuration.WhenLimitExceeded == TokenLimitResponseWhenExceeded.Throttle)
{
if (!e.GlobalData.TryGetValue(RetryAfterPlugin.ThrottledRequestsKey, out var value))
{
value = new List<ThrottlerInfo>();
e.GlobalData.Add(RetryAfterPlugin.ThrottledRequestsKey, value);
}
var throttledRequests = value as List<ThrottlerInfo>;
throttledRequests?.Add(new(
BuildThrottleKey(request),
ShouldThrottle,
_resetTime
));
ThrottleResponse(e);
state.HasBeenSet = true;
}
else
{
if (Configuration.CustomResponse is not null)
{
var headersList = Configuration.CustomResponse.Headers is not null ?
Configuration.CustomResponse.Headers.Select(h => new HttpHeader(h.Name, h.Value)).ToList() :
[];
var retryAfterHeader = headersList.FirstOrDefault(h => h.Name.Equals(Configuration.HeaderRetryAfter, StringComparison.OrdinalIgnoreCase));
if (retryAfterHeader is not null && retryAfterHeader.Value == "@dynamic")
{
headersList.Add(new(Configuration.HeaderRetryAfter, ((int)(_resetTime - DateTime.Now).TotalSeconds).ToString(CultureInfo.InvariantCulture)));
_ = headersList.Remove(retryAfterHeader);
}
var headers = headersList.ToArray();
// allow custom throttling response
var responseCode = (HttpStatusCode)(Configuration.CustomResponse.StatusCode ?? 200);
if (responseCode == HttpStatusCode.TooManyRequests)
{
if (!e.GlobalData.TryGetValue(RetryAfterPlugin.ThrottledRequestsKey, out var value))
{
value = new List<ThrottlerInfo>();
e.GlobalData.Add(RetryAfterPlugin.ThrottledRequestsKey, value);
}
var throttledRequests = value as List<ThrottlerInfo>;
throttledRequests?.Add(new(
BuildThrottleKey(request),
ShouldThrottle,
_resetTime
));
}
string body = Configuration.CustomResponse.Body is not null ?
JsonSerializer.Serialize(Configuration.CustomResponse.Body, ProxyUtils.JsonSerializerOptions) :
"";
e.Session.GenericResponse(body, responseCode, headers);
state.HasBeenSet = true;
}
else
{
Logger.LogRequest($"Custom behavior not set. {Configuration.CustomResponseFile} not found.", MessageType.Failed, new(e.Session));
e.Session.GenericResponse("Custom response file not found.", HttpStatusCode.InternalServerError, []);
state.HasBeenSet = true;
}
}
}
else
{
Logger.LogDebug("Tokens remaining - Prompt: {PromptTokensRemaining}, Completion: {CompletionTokensRemaining}", _promptTokensRemaining, _completionTokensRemaining);
}
return Task.CompletedTask;
}
public override Task BeforeResponseAsync(ProxyResponseArgs e, CancellationToken cancellationToken)
{
Logger.LogTrace("{Method} called", nameof(BeforeResponseAsync));
ArgumentNullException.ThrowIfNull(e);
if (!e.HasRequestUrlMatch(UrlsToWatch))
{
Logger.LogRequest("URL not matched", MessageType.Skipped, new(e.Session));
return Task.CompletedTask;
}
var request = e.Session.HttpClient.Request;
if (request.Method is null ||
!request.Method.Equals("POST", StringComparison.OrdinalIgnoreCase) ||
!request.HasBody)
{
Logger.LogDebug("Skipping non-POST request");
return Task.CompletedTask;
}
if (!OpenAIRequest.TryGetOpenAIRequest(request.BodyString, Logger, out var openAiRequest))
{
Logger.LogDebug("Skipping non-OpenAI request");
return Task.CompletedTask;
}
// Read the response body to get token usage
var response = e.Session.HttpClient.Response;
if (response.HasBody)
{
var responseBody = response.BodyString;
if (!string.IsNullOrEmpty(responseBody))
{
try
{
// Try to parse as Responses API first, then fall back to standard response
OpenAIResponse? openAiResponse = null;
if (openAiRequest is OpenAIResponsesRequest)
{
openAiResponse = JsonSerializer.Deserialize<OpenAIResponsesResponse>(responseBody, ProxyUtils.JsonSerializerOptions);
}
else
{
openAiResponse = JsonSerializer.Deserialize<OpenAIResponse>(responseBody, ProxyUtils.JsonSerializerOptions);
}
if (openAiResponse?.Usage != null)
{
var promptTokens = (int)openAiResponse.Usage.PromptTokens;
var completionTokens = (int)openAiResponse.Usage.CompletionTokens;
_promptTokensRemaining -= promptTokens;
_completionTokensRemaining -= completionTokens;
if (_promptTokensRemaining < 0)
{
_promptTokensRemaining = 0;
}
if (_completionTokensRemaining < 0)
{
_completionTokensRemaining = 0;
}
Logger.LogRequest($"Consumed {promptTokens} prompt tokens and {completionTokens} completion tokens. Remaining - Prompt: {_promptTokensRemaining}, Completion: {_completionTokensRemaining}", MessageType.Processed, new(e.Session));
}
}
catch (JsonException ex)
{
Logger.LogDebug(ex, "Failed to parse OpenAI response for token usage");
}
}
}
Logger.LogTrace("Left {Name}", nameof(BeforeResponseAsync));
return Task.CompletedTask;
}
private ThrottlingInfo ShouldThrottle(Request request, string throttlingKey)
{
var throttleKeyForRequest = BuildThrottleKey(request);
return new(throttleKeyForRequest == throttlingKey ?
(int)(_resetTime - DateTime.Now).TotalSeconds : 0,
Configuration.HeaderRetryAfter);
}
private void ThrottleResponse(ProxyRequestArgs e)
{
var headers = new List<MockResponseHeader>();
var body = string.Empty;
var request = e.Session.HttpClient.Request;
// Build standard OpenAI error response for token limit exceeded
var openAiError = new
{
error = new
{
message = "You exceeded your current quota, please check your plan and billing details.",
type = "insufficient_quota",
param = (object?)null,
code = "insufficient_quota"
}
};
body = JsonSerializer.Serialize(openAiError, ProxyUtils.JsonSerializerOptions);
headers.Add(new(Configuration.HeaderRetryAfter, ((int)(_resetTime - DateTime.Now).TotalSeconds).ToString(CultureInfo.InvariantCulture)));
if (request.Headers.Any(h => h.Name.Equals("Origin", StringComparison.OrdinalIgnoreCase)))
{
headers.Add(new("Access-Control-Allow-Origin", "*"));
headers.Add(new("Access-Control-Expose-Headers", Configuration.HeaderRetryAfter));
}
e.Session.GenericResponse(body, HttpStatusCode.TooManyRequests, [.. headers.Select(h => new HttpHeader(h.Name, h.Value))]);
}
private static string BuildThrottleKey(Request r) => r.RequestUri.Host;
}