From 5d1922e59d4462e002dfe22f77b03ce1806619c0 Mon Sep 17 00:00:00 2001 From: Sudhanshu Prajapati Date: Tue, 10 Oct 2023 18:16:33 +0530 Subject: [PATCH 01/12] add openai quota scheduling guide --- .../quota-scheduling-for-openai.md | 299 ++++++++++++++++++ 1 file changed, 299 insertions(+) create mode 100644 docs/content/guides/api-quota-management/quota-scheduling-for-openai.md diff --git a/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md b/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md new file mode 100644 index 0000000000..7abdad2c32 --- /dev/null +++ b/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md @@ -0,0 +1,299 @@ +--- +title: OpenAI API Quota Scheduling +description: + This guide will help you understand how to use the Quota Scheduler Policy to + manage and stop hitting rate limits imposed by OpenAI. +keywords: + - policies + - quota + - prioritization + - external-api +--- + +```mdx-code-block +import {apertureVersion} from '../../apertureVersion.js'; +import CodeBlock from '@theme/CodeBlock'; +import Tabs from '@theme/Tabs'; +import TabItem from '@theme/TabItem'; +import Zoom from 'react-medium-image-zoom'; +``` + +## Overview + +Quota Scheduler can be use to enforce rate limits set by third party vendors +like OpenAI, which helps minimise the need of retrying the request and increase +success rate of requests to third party vendors. Moreover, it can help you +reduce the third party vendor usages cost scheduling the request to be sent at a +later time without having to go beyond a certain limits. + +This guide will help you understand how to use the Quota Scheduler Policy to +manage and stop hitting rate limits imposed by OpenAI. With the help of this +policy you can minimizing need of retrying the request without having to +sacrifice the user experience. + +## Pre-Requisites + +Before, you begin with this guide, verify the pre-requisites are fulfilled. + +- Aperture is installed and running. If not, follow the + [get started guide](/get-started/get-started.md). +- `aperturectl` is installed and configured. If not, follow the + [aperturectl installation guide](/get-started/installation/aperture-cli/aperture-cli.md). + +## Configuration + +Before creating a policy which can be used to schedule the request, you need to +create a control point where the policy will act on. There are multiple ways to +achieve this, for the scope of this guide, will be using the JavaScript SDK to +create a control point. + +### Setup Control Point using JavaScript SDK + +Aperture JavaScript allows you to set a control point manually. Aperture Client +instance is created earlier in the code which is not discussed in this guide. +Detailed information about Aperture JavaScript SDK can be found in +[Manually setting feature control points using JavaScript SDK](/integrations/sdk/javascript/manual.md) + +```typescript +if (this.apertureClient) { + const charCount = + this.systemMessage.length + + message.length + + Strin("system" + "user").length; + + const labels: Record = { + api_key: CryptoES.SHA256(api.apiKey).toString(), + // https://platform.openai.com/docs/guides/rate-limits/reduce-the-max_tokens-to-match-the-size-of-your-completions + + // also see - https://help.openai.com/en/articles/4936856-what-are-tokens-and-how-to-count-them + + estimated_tokens: (Math.ceil(charCount / 4) + responseTokens).toString(), + + model_variant: modelVariant, + product_reason: this.settings.product_reason, + + priority: String(PRIORITIES[this.settings.product_reason] + priorityBump), + prompt_type: promptType, + }; + + const apertureStart = Date.now(); + + flow = await this.apertureClient.StartFlow("openai", { + labels: labels, + timeoutMilliseconds: 600000, + }); + const apertureEnd = Date.now(); + + logger.info( + `OpenAI: aperture-js flow should run: ${ + flow.ShouldRun() ? "yes" : "no" + }, response time: ${apertureEnd - apertureStart} ms${ + flow.CheckResponse() + ? `, response: ${JSON.stringify(flow.CheckResponse())}` + : "" + }${ + flow.Error() ? `, error: ${JSON.stringify(flow.Error())}` : "" + }, estimated tokens: ${ + labels.estimated_tokens + }, character count: ${charCount}`, + ); +} +``` + +Let's understand the code snippet above, we are creating a control point named +'openai' and setting the labels which will be used by the policy to schedule the +request. The labels are used to identify the request and schedule it +accordingly. The labels are as follows: + +- `api_key`: This is the api key used to authenticate the request to OpenAI. +- `estimated_tokens`: This is the estimated number of tokens which will be used + by the request. This is calculated by adding the number of characters in the + prompt and the response tokens. +- `model_variant`: This is the model variant used by the request. + +These labels serve as a structured method to categorize and prioritize your +requests with enhanced accuracy. While you're encouraged to design labels that +resonate with your unique business needs, here are some example labels for +clarity: + +- `product_reason`: Typically, businesses offer different tiers of their + products to cater to various customer segments. For instance, a SaaS company + might offer Basic, Premium, and Enterprise tiers, each with a different set of + features and pricing. In this case, you can use the `product_reason` label to + categorize your requests based on the tier of the product that the request is + being made for. Or you can create different labels. Read more about + [Flow Labels](/concepts/flow-label.md). + +### Policy + +Now, that we have a control point, let's generate a policy for control point +`openai`. + +#### Generate a Values File + +To generate a policy using Quota Scheduler Blueprint, we need to generate a +values file specific to the policy. This can be achieved using the command +provided below. + +```mdx-code-block +aperturectl blueprints values --name=quota-scheduling/base --version={apertureVersion} --output-file=values.yaml +``` + +Values file need to be adjusted to match the application requirements - + +- `policy_name`: Name of the policy. It is required. +- `bucket_capacity`: Bucket capacity. This value define how many request can be + sent in a given interval. For example, if the bucket capacity is 4 & internal + is 60, then 4 requests can be sent in 60 seconds. +- `fill_amount`: Fill amount. After the tokens are consumed, the bucket will be + filled with this amount. For example, if bucket capacity is 4 & fill amount is + 4, then after 4 requests are sent, the bucket will be filled with 4 tokens. It + will help tune how many requests to allow after the bucket is filled. +- `rate_limiter`: + - `interval`: Interval at which the rate limiter will be filled. When to reset + the bucket. + - `label_key`: Label key to match the request against. This label key could be + api key, user id, etc, which help determine the quota for the request. In + this case, it is `api_key`. + +Scheduler helps in prioritizing the requests based on the labels, and priority +defined. In this case, we are using `priority` label which is being passed by +Aperture SDK in code, containing the priority of the request. + +- `scheduler`: + - `priority_label_key`: Priority label key to match the request against. In + this case, it is `priority`. + - `workloads`: + - `name`: To match the label value against name of workloads. In this case, + it is `paid_user`, `trial_user`, `free_user`. + - `label_matcher`: + - `match_labels`: Labels to match the request against. In this case, it is + `product_reason`. + +Selectors parameters allows filtering of the requests to ensure where the policy +will act on. + +- `selectors`: + - `control_point`: Control point name to match the request against. In this + case, it will be `openai`. + - `agent_group`: Agent group name to match the request against. It is + optional. + - `label_matcher`: + - `match_labels`: Labels to match the request against. It is optional. + +Below is example of values file adjusted to match with sdk code snippet & +control point labels. + +
values.yaml +

+ +```yaml +# yaml-language-server: $schema=https://raw.githubusercontent.com/fluxninja/aperture/latest/blueprints/quota-scheduling/base/gen/definitions.json +# Generated values file for quota-scheduling/base blueprint +# Documentation/Reference for objects and parameters can be found at: +# https://docs.fluxninja.com/reference/blueprints/quota-scheduling/base + +blueprint: quota-scheduling/base +uri: github.com/fluxninja/aperture/blueprints@latest +policy: + # Name of the policy. + # Type: string + # Required: True + policy_name: gpt-4-rpm + quota_scheduler: + # Bucket capacity. + # Type: float64 + # Required: True + bucket_capacity: 4 + # Fill amount. + # Type: float64 + # Required: True + fill_amount: 200 + # Rate Limiter Parameters. + # Type: aperture.spec.v1.RateLimiterParameters + # Required: True + rate_limiter: + interval: 60s + label_key: api_key + delay_initial_fill: true + scheduler: + priority_label_key: priority + workloads: + - name: paid_user + label_matcher: + match_labels: + product_reason: paid_user + - name: trial_user + label_matcher: + match_labels: + product_reason: trial_user + - name: free_user + label_matcher: + match_labels: + product_reason: free_user + # Flow selectors to match requests against + # Type: []aperture.spec.v1.Selector + # Required: True + selectors: + - control_point: openai + agent_group: apollo-prod + label_matcher: + match_labels: + model_variant: gpt-4 +``` + +

+
+ +#### Generate Policy + +Using the adjusted values file, a final policy will be generated, which will be +deployed. + +To generate, use the following command: + +```mdx-code-block +aperturectl blueprints generate --values-file=values.yaml --output-dir=policy-gen +``` + +#### Apply Policy + +Apply the policy using the `aperturectl` CLI or `kubectl`. + +```mdx-code-block + + +``` + +Pass the `--kube` flag with `aperturectl` to directly apply the generated policy +on a Kubernetes cluster in the namespace where the Aperture Controller is +installed. + +```mdx-code-block +aperturectl apply policy --file=policy-gen/policies/gpt-4-rpm.yaml --kube +``` + +```mdx-code-block + + +``` + +Apply the policy YAML generated (Kubernetes Custom Resource) using the above +example with `kubectl`. + +```bash +kubectl apply -f policy-gen/configuration/gpt-4-rpm.yaml -n aperture-controller +``` + +```mdx-code-block + + +``` + +## How does it work? + +Explanation of Policy & working + +Product Screenshots + +## What's Next? From a8b096e0fac89ce6e53b1b00c5f87e9f74b1946a Mon Sep 17 00:00:00 2001 From: Sudhanshu Prajapati Date: Tue, 10 Oct 2023 18:25:52 +0530 Subject: [PATCH 02/12] update text --- .../quota-scheduling-for-openai.md | 12 ++++-------- 1 file changed, 4 insertions(+), 8 deletions(-) diff --git a/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md b/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md index 7abdad2c32..da1eeff277 100644 --- a/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md +++ b/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md @@ -1,8 +1,5 @@ --- title: OpenAI API Quota Scheduling -description: - This guide will help you understand how to use the Quota Scheduler Policy to - manage and stop hitting rate limits imposed by OpenAI. keywords: - policies - quota @@ -22,14 +19,13 @@ import Zoom from 'react-medium-image-zoom'; Quota Scheduler can be use to enforce rate limits set by third party vendors like OpenAI, which helps minimise the need of retrying the request and increase -success rate of requests to third party vendors. Moreover, it can help you -reduce the third party vendor usages cost scheduling the request to be sent at a -later time without having to go beyond a certain limits. +success rate of requests. Moreover, it can help reduce the third party vendor +usages cost by scheduling the request, stopping to go beyond a certain limits. This guide will help you understand how to use the Quota Scheduler Policy to manage and stop hitting rate limits imposed by OpenAI. With the help of this -policy you can minimizing need of retrying the request without having to -sacrifice the user experience. +policy need of retrying the request can be optional, without having to sacrifice +the user experience. ## Pre-Requisites From d06bae37b44d72bf2b2f70721207d38cb558da69 Mon Sep 17 00:00:00 2001 From: Sudhanshu Prajapati Date: Tue, 10 Oct 2023 18:59:09 +0530 Subject: [PATCH 03/12] fix errors --- .../quota-scheduling-for-openai.md | 36 +++++++++---------- 1 file changed, 18 insertions(+), 18 deletions(-) diff --git a/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md b/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md index da1eeff277..b4c611acef 100644 --- a/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md +++ b/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md @@ -17,15 +17,15 @@ import Zoom from 'react-medium-image-zoom'; ## Overview -Quota Scheduler can be use to enforce rate limits set by third party vendors +Quota Scheduler can be used to enforce rate limits set by third party vendors like OpenAI, which helps minimise the need of retrying the request and increase success rate of requests. Moreover, it can help reduce the third party vendor -usages cost by scheduling the request, stopping to go beyond a certain limits. +usages cost, by scheduling the request, stopping to go beyond a certain limit. -This guide will help you understand how to use the Quota Scheduler Policy to -manage and stop hitting rate limits imposed by OpenAI. With the help of this -policy need of retrying the request can be optional, without having to sacrifice -the user experience. +This guide will help understand how to use the Quota Scheduler Policy to manage +and stop hitting rate limits imposed by OpenAI. With the help of this policy the +need of retrying the request can be optional, without having to sacrifice the +user experience. ## Pre-Requisites @@ -45,9 +45,9 @@ create a control point. ### Setup Control Point using JavaScript SDK -Aperture JavaScript allows you to set a control point manually. Aperture Client -instance is created earlier in the code which is not discussed in this guide. -Detailed information about Aperture JavaScript SDK can be found in +The Aperture JavaScript SDK allows you to set a control point manually. Aperture +Client instance is creation is not discussed in this guide. Detailed information +about Aperture JavaScript SDK can be found in [Manually setting feature control points using JavaScript SDK](/integrations/sdk/javascript/manual.md) ```typescript @@ -55,7 +55,7 @@ if (this.apertureClient) { const charCount = this.systemMessage.length + message.length + - Strin("system" + "user").length; + String("system" + "user").length; const labels: Record = { api_key: CryptoES.SHA256(api.apiKey).toString(), @@ -138,9 +138,9 @@ provided below. Values file need to be adjusted to match the application requirements - - `policy_name`: Name of the policy. It is required. -- `bucket_capacity`: Bucket capacity. This value define how many request can be - sent in a given interval. For example, if the bucket capacity is 4 & internal - is 60, then 4 requests can be sent in 60 seconds. +- `bucket_capacity`: Bucket capacity. This value defines how many requests can + be sent in a given interval. For example, if the bucket capacity is 4 & + internal is 60, then 4 requests can be sent in 60 seconds. - `fill_amount`: Fill amount. After the tokens are consumed, the bucket will be filled with this amount. For example, if bucket capacity is 4 & fill amount is 4, then after 4 requests are sent, the bucket will be filled with 4 tokens. It @@ -152,9 +152,9 @@ Values file need to be adjusted to match the application requirements - api key, user id, etc, which help determine the quota for the request. In this case, it is `api_key`. -Scheduler helps in prioritizing the requests based on the labels, and priority -defined. In this case, we are using `priority` label which is being passed by -Aperture SDK in code, containing the priority of the request. +The cheduler helps in prioritizing the requests based on the labels, and +priority defined. In this case, we are using `priority` label which is being +passed by Aperture SDK in code, containing the priority of the request. - `scheduler`: - `priority_label_key`: Priority label key to match the request against. In @@ -166,7 +166,7 @@ Aperture SDK in code, containing the priority of the request. - `match_labels`: Labels to match the request against. In this case, it is `product_reason`. -Selectors parameters allows filtering of the requests to ensure where the policy +Selectors parameters allow filtering of the requests to ensure where the policy will act on. - `selectors`: @@ -177,7 +177,7 @@ will act on. - `label_matcher`: - `match_labels`: Labels to match the request against. It is optional. -Below is example of values file adjusted to match with sdk code snippet & +Below is an example of values file adjusted to match with sdk code snippet & control point labels.
values.yaml From 40774bf81ffc1031ee13b6238b61e72e9a8944d1 Mon Sep 17 00:00:00 2001 From: Sudhanshu Prajapati Date: Tue, 10 Oct 2023 20:31:23 +0530 Subject: [PATCH 04/12] update text --- .../quota-scheduling-for-openai.md | 108 +++++++++--------- 1 file changed, 55 insertions(+), 53 deletions(-) diff --git a/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md b/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md index b4c611acef..9de4584610 100644 --- a/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md +++ b/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md @@ -20,13 +20,22 @@ import Zoom from 'react-medium-image-zoom'; Quota Scheduler can be used to enforce rate limits set by third party vendors like OpenAI, which helps minimise the need of retrying the request and increase success rate of requests. Moreover, it can help reduce the third party vendor -usages cost, by scheduling the request, stopping to go beyond a certain limit. +usages cost, by scheduling the request and stopping to go beyond a certain +limit. This guide will help understand how to use the Quota Scheduler Policy to manage and stop hitting rate limits imposed by OpenAI. With the help of this policy the -need of retrying the request can be optional, without having to sacrifice the +need of retrying the request can be optional and without having to sacrifice the user experience. +In this guide, we assume there's an application that makes API calls to OpenAI +GPT. It uses various model types depending on the use case. Furthermore, +requests come from different users, each with unique priorities aligned to +specific tiers like free, paid and trial. The application has to ensure that +each request are make it to OpenAI without hitting the rate limits. Delaying the +request is acceptable to some extent i.e the request can wait till the time the +rate limit is reset. However, the request should not be dropped. + ## Pre-Requisites Before, you begin with this guide, verify the pre-requisites are fulfilled. @@ -43,69 +52,60 @@ create a control point where the policy will act on. There are multiple ways to achieve this, for the scope of this guide, will be using the JavaScript SDK to create a control point. -### Setup Control Point using JavaScript SDK +### Control Point with JavaScript SDK The Aperture JavaScript SDK allows you to set a control point manually. Aperture -Client instance is creation is not discussed in this guide. Detailed information -about Aperture JavaScript SDK can be found in +Client instance creation is not discussed in this guide, detailed information +around SDK integration can be found in [Manually setting feature control points using JavaScript SDK](/integrations/sdk/javascript/manual.md) +Below code provide a general idea of control point creation and setting labels. + ```typescript -if (this.apertureClient) { - const charCount = - this.systemMessage.length + - message.length + - String("system" + "user").length; - - const labels: Record = { - api_key: CryptoES.SHA256(api.apiKey).toString(), - // https://platform.openai.com/docs/guides/rate-limits/reduce-the-max_tokens-to-match-the-size-of-your-completions - - // also see - https://help.openai.com/en/articles/4936856-what-are-tokens-and-how-to-count-them - - estimated_tokens: (Math.ceil(charCount / 4) + responseTokens).toString(), - - model_variant: modelVariant, - product_reason: this.settings.product_reason, - - priority: String(PRIORITIES[this.settings.product_reason] + priorityBump), - prompt_type: promptType, - }; - - const apertureStart = Date.now(); - - flow = await this.apertureClient.StartFlow("openai", { - labels: labels, - timeoutMilliseconds: 600000, - }); - const apertureEnd = Date.now(); - - logger.info( - `OpenAI: aperture-js flow should run: ${ - flow.ShouldRun() ? "yes" : "no" - }, response time: ${apertureEnd - apertureStart} ms${ - flow.CheckResponse() - ? `, response: ${JSON.stringify(flow.CheckResponse())}` - : "" - }${ - flow.Error() ? `, error: ${JSON.stringify(flow.Error())}` : "" - }, estimated tokens: ${ - labels.estimated_tokens - }, character count: ${charCount}`, - ); -} +const charCount = + this.systemMessage.length + message.length + String("system" + "user").length; + +const labels: Record = { + api_key: CryptoES.SHA256(api.apiKey).toString(), + + // Rate Limits optimization suggested by OpenAI + // https://platform.openai.com/docs/guides/rate-limits/reduce-the-max_tokens-to-match-the-size-of-your-completions + + // Calculating number token as described by OpenAI + // Here -- https://help.openai.com/en/articles/4936856-what-are-tokens-and-how-to-count-them + estimated_tokens: (Math.ceil(charCount / 4) + responseTokens).toString(), + + model_variant: modelVariant, + product_reason: this.settings.product_reason, + + priority: String(PRIORITIES[this.settings.product_reason] + priorityBump), +}; + +flow = await this.apertureClient.StartFlow("openai", { + labels: labels, + + timeoutMilliseconds: 600000, + // max wait time for the request to be in queue. + // as soon as the token is available, request will be sent. +}); ``` Let's understand the code snippet above, we are creating a control point named -'openai' and setting the labels which will be used by the policy to schedule the -request. The labels are used to identify the request and schedule it -accordingly. The labels are as follows: +'openai' and setting the labels which will be used by the policy to identify and +schedule the request. Below are the labels being passed : - `api_key`: This is the api key used to authenticate the request to OpenAI. - `estimated_tokens`: This is the estimated number of tokens which will be used by the request. This is calculated by adding the number of characters in the - prompt and the response tokens. -- `model_variant`: This is the model variant used by the request. + prompt and the response tokens. This label value can be used to create a + policy around OpenAI tokens limits, which is different from rate limits. More + information can be found in + [OpenAI Rate Limits](https://platform.openai.com/docs/guides/rate-limits/what-are-the-rate-limits-for-our-api). +- `model_variant`: Multiple policy can be created based on the model variant + used. For example, GPT-3, GPT-4, and so on. Since each model variant has + different rate limits, it is recommended to create a policy for each model + variant, unless the application is using the same model variant for all the + requests. These labels serve as a structured method to categorize and prioritize your requests with enhanced accuracy. While you're encouraged to design labels that @@ -292,4 +292,6 @@ Explanation of Policy & working Product Screenshots +### Using Aperture Cloud UI for Advanced Analytics + ## What's Next? 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zn$I62EGGDezgUxfW7FfkV~k-a30q2jhjk&d2*=%AeTxLm2opkIS*+ga7otEsIJ z)q1%rx*>6C@>mW?}r&ivQUXLb50by!=UR z=yfa@!^oI5^dU{0LCX2^HlsJ)CM}m78SbzyohG0`f6~z$NU=?5s~kKDS;@aZ z#h!tz^A>SkODhR=pzS_O8B3;R2gyauXhC@J|NhN;oA)@|+Ig`5_br%x0b&1-o66b> z9x_H#98o;@uPk Date: Tue, 10 Oct 2023 20:58:25 +0530 Subject: [PATCH 06/12] fix erros --- .../quota-scheduling-for-openai.md | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md b/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md index 1d48b78942..b40b7e11db 100644 --- a/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md +++ b/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md @@ -32,9 +32,9 @@ In this guide, we assume there's an application that makes API calls to OpenAI GPT. It uses various model types depending on the use case. Furthermore, requests come from different users, each with unique priorities aligned to specific tiers like free, paid and trial. The application has to ensure that -each request are make it to OpenAI without hitting the rate limits. Delaying the -request is acceptable to some extent i.e the request can wait till the time the -rate limit is reset. However, the request should not be dropped. +each requests make it to OpenAI without hitting the rate limits. Delaying the +request is acceptable to some extent, i.e. the request can wait until the +request rate limit is reset. However, the request should not be dropped. ## Pre-Requisites @@ -59,7 +59,8 @@ Client instance creation is not discussed in this guide, detailed information around SDK integration can be found in [Manually setting feature control points using JavaScript SDK](/integrations/sdk/javascript/manual.md) -Below code provide a general idea of control point creation and setting labels. +The below code provides a general idea of control point creation and setting +labels. ```typescript const charCount = @@ -152,7 +153,7 @@ Values file need to be adjusted to match the application requirements - api key, user id, etc, which help determine the quota for the request. In this case, it is `api_key`. -The cheduler helps in prioritizing the requests based on the labels, and +The scheduler helps in prioritizing the requests based on the labels, and priority defined. In this case, we are using `priority` label which is being passed by Aperture SDK in code, containing the priority of the request. From d2e32b3a43d6379a9dce9d9edf20e483e70f01a6 Mon Sep 17 00:00:00 2001 From: Sudhanshu Prajapati Date: Fri, 13 Oct 2023 01:55:34 +0530 Subject: [PATCH 07/12] quota scheduling guide draft --- .../quota-scheduling-for-openai.md | 408 +++++++++++++----- 1 file changed, 297 insertions(+), 111 deletions(-) diff --git a/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md b/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md index b40b7e11db..e4badd2370 100644 --- a/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md +++ b/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md @@ -17,157 +17,244 @@ import Zoom from 'react-medium-image-zoom'; ## Overview -Quota Scheduler can be used to enforce rate limits set by third party vendors -like OpenAI, which helps minimise the need of retrying the request and increase -success rate of requests. Moreover, it can help reduce the third party vendor -usages cost, by scheduling the request and stopping to go beyond a certain -limit. +The Quota Scheduler technique can be used to enforce rate limits set by +third-party vendors like OpenAI, which helps minimize the need to retry the +request and increase the success rate of requests. Moreover, it can help reduce +the third-party vendor usage cost by scheduling the request and stopping to go +beyond a certain limit. -This guide will help understand how to use the Quota Scheduler Policy to manage -and stop hitting rate limits imposed by OpenAI. With the help of this policy the -need of retrying the request can be optional and without having to sacrifice the -user experience. +This guide will help you understand how to use the Quota Scheduler Blueprint to +manage and stop hitting rate limits imposed by OpenAI. With the help of this +policy, the need to retry the request can be optional and without sacrificing +the user experience. In this guide, we assume there's an application that makes API calls to OpenAI -GPT. It uses various model types depending on the use case. Furthermore, -requests come from different users, each with unique priorities aligned to -specific tiers like free, paid and trial. The application has to ensure that -each requests make it to OpenAI without hitting the rate limits. Delaying the -request is acceptable to some extent, i.e. the request can wait until the -request rate limit is reset. However, the request should not be dropped. +GPT. It requests to various model types of GPT, depending on the use case. +Furthermore, requests come from different users, each with unique priorities +aligned to specific tiers like free, paid, and trial. The application has to +ensure that each request makes it to the OpenAI without hitting the rate limits. +Delaying the request is acceptable to some extent, i.e., the request can wait +until the request rate limit is reset. However, the request should not be +dropped. ## Pre-Requisites -Before, you begin with this guide, verify the pre-requisites are fulfilled. +Before you begin with this guide, verify the prerequisites are fulfilled. - Aperture is installed and running. If not, follow the - [get started guide](/get-started/get-started.md). + [get started guide](http://localhost:3000/development/get-started/). - `aperturectl` is installed and configured. If not, follow the - [aperturectl installation guide](/get-started/installation/aperture-cli/aperture-cli.md). + [aperturectl installation guide](http://localhost:3000/development/get-started/installation/aperture-cli/). ## Configuration -Before creating a policy which can be used to schedule the request, you need to -create a control point where the policy will act on. There are multiple ways to -achieve this, for the scope of this guide, will be using the JavaScript SDK to -create a control point. +Before creating a policy, a control point needs to be defined. Control Point +specifies where the policy should apply the decisions. There are multiple ways +to achieve this; for the scope of this guide, a JavaScript SDK is used to create +a control point—check out the +[Control Point](https://docs.fluxninja.com/concepts/control-point) Concept & +[Integrations](https://docs.fluxninja.com/integrations/) section for more +details. ### Control Point with JavaScript SDK -The Aperture JavaScript SDK allows you to set a control point manually. Aperture -Client instance creation is not discussed in this guide, detailed information -around SDK integration can be found in -[Manually setting feature control points using JavaScript SDK](/integrations/sdk/javascript/manual.md) +:::info -The below code provides a general idea of control point creation and setting -labels. - -```typescript -const charCount = - this.systemMessage.length + message.length + String("system" + "user").length; - -const labels: Record = { - api_key: CryptoES.SHA256(api.apiKey).toString(), - - // Rate Limits optimization suggested by OpenAI - // https://platform.openai.com/docs/guides/rate-limits/reduce-the-max_tokens-to-match-the-size-of-your-completions - - // Calculating number token as described by OpenAI - // Here -- https://help.openai.com/en/articles/4936856-what-are-tokens-and-how-to-count-them - estimated_tokens: (Math.ceil(charCount / 4) + responseTokens).toString(), +💡 +[Check out other language SDKs supported by Aperture](/integrations/integrations.md) - model_variant: modelVariant, - product_reason: this.settings.product_reason, +::: - priority: String(PRIORITIES[this.settings.product_reason] + priorityBump), -}; +The Aperture JavaScript SDK allows you to set a control point manually. How an +Aperture Client instance is created is not discussed in this guide; detailed +information around SDK integration can be found in +[Manually setting feature control points using JavaScript SDK](/integrations/sdk/javascript/manually-setting-feature-control-points-using-javascript-sdk). -flow = await this.apertureClient.StartFlow("openai", { - labels: labels, +The code below provides a general idea of control point creation and setting +labels. - timeoutMilliseconds: 600000, - // max wait time for the request to be in queue. - // as soon as the token is available, request will be sent. -}); +```tsx +import { ApertureClient, FlowStatusEnum } from "@fluxninja/aperture-js" +import { ChatGPTAPI, ChatGPTError } from "chatgpt" +import CryptoES from "crypto-es" +import { logger } from "./logger.js" +import { getTokenCount } from "./tokenizer.js" +import { ProductReason, Settings } from "./settings.js" + +const PRIORITIES: Record = { + paid: 1000, + trial: 400, + free_user: 200, +} +async function sendMessageToOpenAI( + message: string, + settings: Settings, + apertureClient: ApertureClient, + api: ChatGPTAPI, + priorityBump: number = 0 +): Promise { + let response + + // Calculate the total character count for the message by adding system message length, + // the message length, and the lengths of the strings "system" and "user". + const charCount = this.systemMessage.length + message.length + String("system" + "user").length; + + // Create a dictionary to hold labels for the flow + const labels: Record = { + + // Securely hash the API key for privacy and security + //API key could be used to filter out the requests if required. + api_key: CryptoES.SHA256(api.apiKey).toString(), + + // OpenAI suggests optimizing rate limits by estimating tokens. + // The following calculates the estimated number of tokens based on character count. + // Reference: https://platform.openai.com/docs/guides/rate-limits/reduce-the-max_tokens-to-match-the-size-of-your-completions + estimated_tokens: (Math.ceil(charCount / 4) + responseTokens).toString(), + + // Model variant being used for the API Call + model_variant: modelVariant, + + // Reason for product usage, defined in settings + product_reason: this.settings.product_reason, + + // Calculate priority based on product reason and any additional priority bump + priority: String(PRIORITIES[this.settings.product_reason] + priorityBump), + }; + + const startTimestamp = Date.now() + // Set up the control point with the name "openai" using the Aperture client + // With flow these things are also passed and defined + // labels, a timeout, and a maximum wait time. + flow = await this.apertureClient.StartFlow("openai", { + labels: labels, + timeoutMilliseconds: 600000, // Maximum time the request can be in the queue. + }); + + const endTimestamp = Date.now() + + // Logging + logger.info( + `OpenAI: aperture-js flow should run: ${ + flow.ShouldRun() ? "yes" : "no" + }, response time: ${endTimestamp - startTimestamp} ms${ + flow.CheckResponse() + ? `, response: ${JSON.stringify(flow.CheckResponse())}` + : "" + }${ + flow.Error() ? `, error: ${JSON.stringify(flow.Error())}` : "" + }, estimated tokens: ${labels.estimated_tokens}, character count: ${ + message.length + this.systemMessage.length + }`, + ) + + // Make call to OpenAI API here. + try { + const start = Date.now() + // sending the message + response = await api.sendMessage(message, opts) + const end = Date.now() + logger.info(`openai response time: ${end - start} ms`) + } catch (e) { + // Handle ChatGPTError specifically, if it occurs + if (e instanceof ChatGPTError) { + logger.info( + `response: ${response}, failed to send message to openai: ${e}, backtrace: ${e.stack}`, + ) + } + // Mark the flow status as Error in case of an exception + flow.SetStatus(FlowStatusEnum.Error) + // Re-throw the error to be caught by the chat function + throw e + } finally { + // Ensure that the flow ends correctly in all scenarios + flow.End() + } + +return response + +// Usage example (assuming the necessary settings and API instances are available): +// const responseText = await sendMessageToOpenAI("Hello, OpenAI!", settings, apertureClient, chatGPTAPIInstance); ``` -Let's understand the code snippet above, we are creating a control point named -'openai' and setting the labels which will be used by the policy to identify and -schedule the request. Below are the labels being passed : +Let's understand the code snippet above; we are creating a control point named +`openai` and setting the labels, which will be used by the policy to identify +and schedule the request. Below are the labels being passed: -- `api_key`: This is the api key used to authenticate the request to OpenAI. -- `estimated_tokens`: This is the estimated number of tokens which will be used - by the request. This is calculated by adding the number of characters in the - prompt and the response tokens. This label value can be used to create a - policy around OpenAI tokens limits, which is different from rate limits. More +- `estimated_tokens`: This is the estimated number of tokens that the request + will use. This is calculated by adding the number of characters in the prompt + and the response tokens. This label value can be used to create a policy + around OpenAI token limits, which differ from request rate limits. More information can be found in [OpenAI Rate Limits](https://platform.openai.com/docs/guides/rate-limits/what-are-the-rate-limits-for-our-api). -- `model_variant`: Multiple policy can be created based on the model variant +- `model_variant`: Multiple policies can be created based on the model variant used. For example, GPT-3, GPT-4, and so on. Since each model variant has different rate limits, it is recommended to create a policy for each model - variant, unless the application is using the same model variant for all the + variant unless the application is using the same model variant for all the requests. These labels serve as a structured method to categorize and prioritize your -requests with enhanced accuracy. While you're encouraged to design labels that -resonate with your unique business needs, here are some example labels for -clarity: +requests with enhanced accuracy. While it is encouraged to design labels that +are specific to business needs, here are some example labels for clarity: - `product_reason`: Typically, businesses offer different tiers of their products to cater to various customer segments. For instance, a SaaS company - might offer Basic, Premium, and Enterprise tiers, each with a different set of - features and pricing. In this case, you can use the `product_reason` label to - categorize your requests based on the tier of the product that the request is - being made for. Or you can create different labels. Read more about - [Flow Labels](/concepts/flow-label.md). + might offer Paid, Trial, and Free tiers, each with a different set of features + and pricing. In this case, as a demo, a `product_reason` label is used to + categorize requests based on the tier of the product that the request is being + made. Read more about [Flow Labels](/concepts/flow-label). ### Policy -Now, that we have a control point, let's generate a policy for control point -`openai`. +OpenAI measures rate limits in multiple ways: Request Per Minute, Token Per +Minute, and Request per day (not in the scope of this guide). This makes it more +challenging to keep requests in check with multiple types of rate limits. +However, Aperture can deal with this by creating a policy on top of the token +consumption rate. Let’s generate a policy for both types. + +### Generate a Values File -#### Generate a Values File +#### For Request Per Minute Rate Limits -To generate a policy using Quota Scheduler Blueprint, we need to generate a -values file specific to the policy. This can be achieved using the command +To generate a policy using Quota Scheduler Blueprint, A values files should be +generated first, specific to the policy. This can be achieved using the command provided below. ```mdx-code-block -aperturectl blueprints values --name=quota-scheduling/base --version={apertureVersion} --output-file=values.yaml +aperturectl blueprints values --name=quota-scheduling/base --version=main --output-file=gpt-4-rpm-values.yaml ``` -Values file need to be adjusted to match the application requirements - +The values file needs to be adjusted to match the application requirements - -- `policy_name`: Name of the policy. It is required. -- `bucket_capacity`: Bucket capacity. This value defines how many requests can - be sent in a given interval. For example, if the bucket capacity is 4 & - internal is 60, then 4 requests can be sent in 60 seconds. -- `fill_amount`: Fill amount. After the tokens are consumed, the bucket will be - filled with this amount. For example, if bucket capacity is 4 & fill amount is - 4, then after 4 requests are sent, the bucket will be filled with 4 tokens. It - will help tune how many requests to allow after the bucket is filled. +- `policy_name`: Name of the policy — This value should be unique and required. +- `bucket_capacity`: This value defines how many requests can be sent in a given + interval. For example, if the bucket capacity is 4 & internal is 60, then four + requests can be sent in 60 seconds. +- `fill_amount`: After the tokens are consumed, the bucket will be filled with + this amount. For example, if the bucket capacity is 4 & and the fill amount is + 4, then after four requests are sent, the bucket will be filled with four + tokens. It will help tune how many requests to allow after filling the bucket. - `rate_limiter`: - `interval`: Interval at which the rate limiter will be filled. When to reset the bucket. - `label_key`: Label key to match the request against. This label key could be - api key, user id, etc, which help determine the quota for the request. In - this case, it is `api_key`. + API key, user id, and so on., which helps determine the quota for the + request. In this case, it is `api_key`. -The scheduler helps in prioritizing the requests based on the labels, and -priority defined. In this case, we are using `priority` label which is being -passed by Aperture SDK in code, containing the priority of the request. +The scheduler helps prioritize the requests based on the labels and priority +defined. In this case, we are using `priority` label, which is being passed by +Aperture SDK in code, containing the priority of the request. - `scheduler`: - `priority_label_key`: Priority label key to match the request against. In this case, it is `priority`. - `workloads`: - - `name`: To match the label value against name of workloads. In this case, - it is `paid_user`, `trial_user`, `free_user`. + - `name`: To match the label value against the name of workloads. In this + case, it is `paid_user`, `trial_user`, `free_user`. - `label_matcher`: - - `match_labels`: Labels to match the request against. In this case, it is - `product_reason`. + - `match_labels`: Labels to match the request against. In this case, it is + `product_reason`. -Selectors parameters allow filtering of the requests to ensure where the policy +Selector parameters allow filtering of the requests to ensure where the policy will act on. - `selectors`: @@ -176,12 +263,12 @@ will act on. - `agent_group`: Agent group name to match the request against. It is optional. - `label_matcher`: - - `match_labels`: Labels to match the request against. It is optional. + - `match_labels`: Labels to match the request against. It is optional. -Below is an example of values file adjusted to match with sdk code snippet & +Below is an example of a values file adjusted to match the SDK code snippet & control point labels. - + +Let's understand the code snippet above; we are creating a control point named +`openai` and setting the labels, which will be used by the policy to identify +and schedule the request. Before calling OpenAI, we rely on Aperture Agent to +gate the request using the `StartFlow` method. To provide more context to +Aperture, we also attach the following labels to each request: + +- `model_variant`: This specifies the model variant being used (`gpt-4`, + `gpt-3.5-turbo`, or `gpt-3.5-turbo-16k`). Requests and tokens per minute rate + limit policies are set individually for each model variant. +- `api_key` - This is a cryptographic hash of the OpenAI API key, and rate + limits are enforced on a per-key basis. +- `estimated_tokens`: As the tokens per minute quota limit is enforced based on + the + [estimated tokens for the completion request](https://platform.openai.com/docs/guides/rate-limits/reduce-the-max_tokens-to-match-the-size-of-your-completions), + we need to provide this number for each request to Aperture for metering. + Following OpenAI's + [guidance](https://help.openai.com/en/articles/4936856-what-are-tokens-and-how-to-count-them), + we calculate `estimated_tokens` as `(character_count / 4) + max_tokens`. Note + that OpenAI's rate limiter doesn't tokenize the request using the model's + specific tokenizer but relies on a character count-based heuristic. +- `priority`: Requests are ranked according to a priority number provided in + this label. For example, requests from `paid_user` can be given precedence + over those from `trial_user` and `free_user` in example code. + +### Generate Policies with aperturectl + +To generate a policy using Quota Scheduler Blueprint, A values files should be +generated first, specific to the policy. This can be achieved using the command +provided below. + +```mdx-code-block +aperturectl blueprints values --name=quota-scheduling/base --output-file=gpt-4-tpm-values.yaml +``` + +The values file needs to be adjusted to match the application requirements - + +- `policy_name`: Name of the policy — This value should be unique and required. +- `bucket_capacity`: This value defines burst capacity. E.g. in the case of + `gpt-4` tokens per minute policy, the bucket will have a capacity of + `40000 tokens`. +- `fill_amount`: After the tokens are consumed, the bucket will be filled with + this amount. E.g. in the case of `gpt-4` tokens per minute policy, the bucket + will fill at `40000 tokens per minute`. +- `rate_limiter`: + - `interval`: Interval at which the rate limiter will be filled. When to reset + the bucket. + - `label_key`: Label key to match the request against. This label key in this + case is the OpenAI API key (`api_key`) which helps determine the quota for + the request. + +The scheduler helps prioritize the requests based on the labels and priority +defined. In this case, we are using the `priority` label, which is being passed +by Aperture SDK in code, containing the priority of the request. + +- `scheduler`: + - `priority_label_key`: Priority label key to match the request against. In + this case, it is `priority`. + - `tokens_label_key`: In the case of tokens per minute policy, each request + has a `estimated_tokens` label value, which can be used to prioritize the + request based on the number of tokens. In this case, it is + `estimated_tokens`. + - `workloads`: + - `name`: To match the label value against the name of workloads. In this + case, it is `paid_user`, `trial_user`, `free_user`. + - `label_matcher`: + - `match_labels`: Labels to match the request against. In this case, it is + `product_reason`. + +Selector parameters allow filtering of the requests to ensure where the policy +will act on. + +- `selectors`: + - `control_point`: Control point name to match the request against. In this + case, it will be `openai`. + - `agent_group`: Agent group name to match the request against. It is + optional. + - `label_matcher`: + - `match_labels`: Labels to match the request against. It is optional. + +Below are examples of values file adjusted to match the SDK code snippet & +control point labels. + +
+Client-side quota management policies for gpt-4 +

+ +```mdx-code-block + + +``` + +```yaml +# yaml-language-server: $schema=https://raw.githubusercontent.com/fluxninja/aperture/latest/blueprints/quota-scheduling/base/gen/definitions.json +# Generated values file for quota-scheduling/base blueprint +# Documentation/Reference for objects and parameters can be found at: +# https://docs.fluxninja.com/reference/blueprints/quota-scheduling/base + +blueprint: quota-scheduling/base +uri: github.com/fluxninja/aperture/blueprints@latest +policy: + # Name of the policy. + # Type: string + # Required: True + policy_name: gpt-4-tpm + quota_scheduler: + # Bucket capacity. + # Type: float64 + # Required: True + bucket_capacity: 40000 + # Fill amount. + # Type: float64 + # Required: True + fill_amount: 40000 + # Rate Limiter Parameters + # Type: aperture.spec.v1.RateLimiterParameters + # Required: True + rate_limiter: + interval: 60s + label_key: api_key + scheduler: + priority_label_key: priority + tokens_label_key: estimated_tokens + # Flow selectors to match requests against + # Type: []aperture.spec.v1.Selector + # Required: True + selectors: + - control_point: openai + agent_group: coderabbit-prod + label_matcher: + match_labels: + model_variant: gpt-4 +``` + +```mdx-code-block + + +``` + +```yaml +# yaml-language-server: $schema=https://raw.githubusercontent.com/fluxninja/aperture/latest/blueprints/quota-scheduling/base/gen/definitions.json +# Generated values file for quota-scheduling/base blueprint +# Documentation/Reference for objects and parameters can be found at: +# https://docs.fluxninja.com/reference/blueprints/quota-scheduling/base + +blueprint: quota-scheduling/base +uri: github.com/fluxninja/aperture/blueprints@latest +policy: + # Name of the policy. + # Type: string + # Required: True + policy_name: gpt-4-rpm + quota_scheduler: + # Bucket capacity. + # Type: float64 + # Required: True + bucket_capacity: 200 + # Fill amount. + # Type: float64 + # Required: True + fill_amount: 200 + # Rate Limiter Parameters. + # Type: aperture.spec.v1.RateLimiterParameters + # Required: True + rate_limiter: + interval: 60s + label_key: api_key + scheduler: + priority_label_key: priority + # Flow selectors to match requests against + # Type: []aperture.spec.v1.Selector + # Required: True + selectors: + - control_point: openai + agent_group: coderabbit-prod + label_matcher: + match_labels: + model_variant: gpt-4 +``` + +```mdx-code-block + + +``` + +

+
+ +#### Generate Policy + +Using the adjusted values file, final policies will be generated, which will be +deployed. + +To generate, use the following command: + +```mdx-code-block +aperturectl blueprints generate --values-file=gpt-4-tpm.yaml --output-dir=policy-gen +``` + +#### Apply Policy + +Apply the policy using the `aperturectl` CLI or `kubectl`. + +```mdx-code-block + + +``` + +Pass the `--kube` flag with `aperturectl` to directly apply the generated policy +on a Kubernetes cluster in the namespace where the Aperture Controller is +installed. + +```mdx-code-block +aperturectl apply policy --file=policy-gen/policies/policy_name.yaml --kube +``` + +```mdx-code-block + + +``` + +Apply the policy YAML generated (Kubernetes Custom Resource) using the above +example with `kubectl`. + +```bash +kubectl apply -f policy-gen/policies/policy_name.yaml -n aperture-controller +``` + +```mdx-code-block + + +``` + +## Policy in Action + +Once the policy is active, it will start ensuring that API requests are in check +with rate limits quotas, prioritize requests based on the types of workloads as +defined in the policy, matching with the labels that SDK passed to Aperture, +where paid users have more priority over trial and trial over free users, +establishing an experience baseline for each tier. + +If rate limits are exhausted, Aperture will schedule the request, put them in +the queue, and wait for the bucket to be reset or the token to be available. +Requests will wait in the queue until the timeout value, which is set during the +`flow/control point` setup. There is no minimum time for the request to wait; as +soon as the tokens are available, the request will be sent to OpenAI. A request +can be sent to OpenAI as soon as it reaches the application, or it can wait +until the timeout. As the overview states, there should be no request drop; the +highest number of timeout values means no request drop. + +### Using Aperture Cloud UI for Advanced Analytics + +Aperture Cloud UI provides a 360\* overview of policy, which can be seen from +panels & dashboards, a granular view of each workload, such as paid, trial, and +free. Apart from this, Aperture Cloud allows you to view how many policies and +control are active, acting as centralized policy management & monitoring + +control points, and services discovery. + +![Token Rate in Light Mode](./assets/openai/token-rate-light.png#gh-light-mode-only) + +![Token Rate in Dark Mode](./assets/openai/token-rate-dark.png#gh-dark-mode-only) +_Incoming and Accepted Token Rate for gpt-4_ + +![Prioritization Metrics in Light Mode](./assets/openai/priorities-light.png#gh-light-mode-only) + +![Prioritization Metrics in Dark Mode](./assets/openai/priorities-dark.png#gh-dark-mode-only) +_Prioritization Metrics for gpt-4_ + +![Flow Analytics](./assets/openai/flow-analytics-light.png#gh-light-mode-only) + +![Flow Analytics](./assets/openai/flow-analytics-dark.png#gh-dark-mode-only) +_Performance Metrics for OpenAI Models_ diff --git a/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md b/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md deleted file mode 100644 index e4badd2370..0000000000 --- a/docs/content/guides/api-quota-management/quota-scheduling-for-openai.md +++ /dev/null @@ -1,491 +0,0 @@ ---- -title: OpenAI API Quota Scheduling -keywords: - - policies - - quota - - prioritization - - external-api ---- - -```mdx-code-block -import {apertureVersion} from '../../apertureVersion.js'; -import CodeBlock from '@theme/CodeBlock'; -import Tabs from '@theme/Tabs'; -import TabItem from '@theme/TabItem'; -import Zoom from 'react-medium-image-zoom'; -``` - -## Overview - -The Quota Scheduler technique can be used to enforce rate limits set by -third-party vendors like OpenAI, which helps minimize the need to retry the -request and increase the success rate of requests. Moreover, it can help reduce -the third-party vendor usage cost by scheduling the request and stopping to go -beyond a certain limit. - -This guide will help you understand how to use the Quota Scheduler Blueprint to -manage and stop hitting rate limits imposed by OpenAI. With the help of this -policy, the need to retry the request can be optional and without sacrificing -the user experience. - -In this guide, we assume there's an application that makes API calls to OpenAI -GPT. It requests to various model types of GPT, depending on the use case. -Furthermore, requests come from different users, each with unique priorities -aligned to specific tiers like free, paid, and trial. The application has to -ensure that each request makes it to the OpenAI without hitting the rate limits. -Delaying the request is acceptable to some extent, i.e., the request can wait -until the request rate limit is reset. However, the request should not be -dropped. - -## Pre-Requisites - -Before you begin with this guide, verify the prerequisites are fulfilled. - -- Aperture is installed and running. If not, follow the - [get started guide](http://localhost:3000/development/get-started/). -- `aperturectl` is installed and configured. If not, follow the - [aperturectl installation guide](http://localhost:3000/development/get-started/installation/aperture-cli/). - -## Configuration - -Before creating a policy, a control point needs to be defined. Control Point -specifies where the policy should apply the decisions. There are multiple ways -to achieve this; for the scope of this guide, a JavaScript SDK is used to create -a control point—check out the -[Control Point](https://docs.fluxninja.com/concepts/control-point) Concept & -[Integrations](https://docs.fluxninja.com/integrations/) section for more -details. - -### Control Point with JavaScript SDK - -:::info - -💡 -[Check out other language SDKs supported by Aperture](/integrations/integrations.md) - -::: - -The Aperture JavaScript SDK allows you to set a control point manually. How an -Aperture Client instance is created is not discussed in this guide; detailed -information around SDK integration can be found in -[Manually setting feature control points using JavaScript SDK](/integrations/sdk/javascript/manually-setting-feature-control-points-using-javascript-sdk). - -The code below provides a general idea of control point creation and setting -labels. - -```tsx -import { ApertureClient, FlowStatusEnum } from "@fluxninja/aperture-js" -import { ChatGPTAPI, ChatGPTError } from "chatgpt" -import CryptoES from "crypto-es" -import { logger } from "./logger.js" -import { getTokenCount } from "./tokenizer.js" -import { ProductReason, Settings } from "./settings.js" - -const PRIORITIES: Record = { - paid: 1000, - trial: 400, - free_user: 200, -} -async function sendMessageToOpenAI( - message: string, - settings: Settings, - apertureClient: ApertureClient, - api: ChatGPTAPI, - priorityBump: number = 0 -): Promise { - let response - - // Calculate the total character count for the message by adding system message length, - // the message length, and the lengths of the strings "system" and "user". - const charCount = this.systemMessage.length + message.length + String("system" + "user").length; - - // Create a dictionary to hold labels for the flow - const labels: Record = { - - // Securely hash the API key for privacy and security - //API key could be used to filter out the requests if required. - api_key: CryptoES.SHA256(api.apiKey).toString(), - - // OpenAI suggests optimizing rate limits by estimating tokens. - // The following calculates the estimated number of tokens based on character count. - // Reference: https://platform.openai.com/docs/guides/rate-limits/reduce-the-max_tokens-to-match-the-size-of-your-completions - estimated_tokens: (Math.ceil(charCount / 4) + responseTokens).toString(), - - // Model variant being used for the API Call - model_variant: modelVariant, - - // Reason for product usage, defined in settings - product_reason: this.settings.product_reason, - - // Calculate priority based on product reason and any additional priority bump - priority: String(PRIORITIES[this.settings.product_reason] + priorityBump), - }; - - const startTimestamp = Date.now() - // Set up the control point with the name "openai" using the Aperture client - // With flow these things are also passed and defined - // labels, a timeout, and a maximum wait time. - flow = await this.apertureClient.StartFlow("openai", { - labels: labels, - timeoutMilliseconds: 600000, // Maximum time the request can be in the queue. - }); - - const endTimestamp = Date.now() - - // Logging - logger.info( - `OpenAI: aperture-js flow should run: ${ - flow.ShouldRun() ? "yes" : "no" - }, response time: ${endTimestamp - startTimestamp} ms${ - flow.CheckResponse() - ? `, response: ${JSON.stringify(flow.CheckResponse())}` - : "" - }${ - flow.Error() ? `, error: ${JSON.stringify(flow.Error())}` : "" - }, estimated tokens: ${labels.estimated_tokens}, character count: ${ - message.length + this.systemMessage.length - }`, - ) - - // Make call to OpenAI API here. - try { - const start = Date.now() - // sending the message - response = await api.sendMessage(message, opts) - const end = Date.now() - logger.info(`openai response time: ${end - start} ms`) - } catch (e) { - // Handle ChatGPTError specifically, if it occurs - if (e instanceof ChatGPTError) { - logger.info( - `response: ${response}, failed to send message to openai: ${e}, backtrace: ${e.stack}`, - ) - } - // Mark the flow status as Error in case of an exception - flow.SetStatus(FlowStatusEnum.Error) - // Re-throw the error to be caught by the chat function - throw e - } finally { - // Ensure that the flow ends correctly in all scenarios - flow.End() - } - -return response - -// Usage example (assuming the necessary settings and API instances are available): -// const responseText = await sendMessageToOpenAI("Hello, OpenAI!", settings, apertureClient, chatGPTAPIInstance); -``` - -Let's understand the code snippet above; we are creating a control point named -`openai` and setting the labels, which will be used by the policy to identify -and schedule the request. Below are the labels being passed: - -- `estimated_tokens`: This is the estimated number of tokens that the request - will use. This is calculated by adding the number of characters in the prompt - and the response tokens. This label value can be used to create a policy - around OpenAI token limits, which differ from request rate limits. More - information can be found in - [OpenAI Rate Limits](https://platform.openai.com/docs/guides/rate-limits/what-are-the-rate-limits-for-our-api). -- `model_variant`: Multiple policies can be created based on the model variant - used. For example, GPT-3, GPT-4, and so on. Since each model variant has - different rate limits, it is recommended to create a policy for each model - variant unless the application is using the same model variant for all the - requests. - -These labels serve as a structured method to categorize and prioritize your -requests with enhanced accuracy. While it is encouraged to design labels that -are specific to business needs, here are some example labels for clarity: - -- `product_reason`: Typically, businesses offer different tiers of their - products to cater to various customer segments. For instance, a SaaS company - might offer Paid, Trial, and Free tiers, each with a different set of features - and pricing. In this case, as a demo, a `product_reason` label is used to - categorize requests based on the tier of the product that the request is being - made. Read more about [Flow Labels](/concepts/flow-label). - -### Policy - -OpenAI measures rate limits in multiple ways: Request Per Minute, Token Per -Minute, and Request per day (not in the scope of this guide). This makes it more -challenging to keep requests in check with multiple types of rate limits. -However, Aperture can deal with this by creating a policy on top of the token -consumption rate. Let’s generate a policy for both types. - -### Generate a Values File - -#### For Request Per Minute Rate Limits - -To generate a policy using Quota Scheduler Blueprint, A values files should be -generated first, specific to the policy. This can be achieved using the command -provided below. - -```mdx-code-block -aperturectl blueprints values --name=quota-scheduling/base --version=main --output-file=gpt-4-rpm-values.yaml -``` - -The values file needs to be adjusted to match the application requirements - - -- `policy_name`: Name of the policy — This value should be unique and required. -- `bucket_capacity`: This value defines how many requests can be sent in a given - interval. For example, if the bucket capacity is 4 & internal is 60, then four - requests can be sent in 60 seconds. -- `fill_amount`: After the tokens are consumed, the bucket will be filled with - this amount. For example, if the bucket capacity is 4 & and the fill amount is - 4, then after four requests are sent, the bucket will be filled with four - tokens. It will help tune how many requests to allow after filling the bucket. -- `rate_limiter`: - - `interval`: Interval at which the rate limiter will be filled. When to reset - the bucket. - - `label_key`: Label key to match the request against. This label key could be - API key, user id, and so on., which helps determine the quota for the - request. In this case, it is `api_key`. - -The scheduler helps prioritize the requests based on the labels and priority -defined. In this case, we are using `priority` label, which is being passed by -Aperture SDK in code, containing the priority of the request. - -- `scheduler`: - - `priority_label_key`: Priority label key to match the request against. In - this case, it is `priority`. - - `workloads`: - - `name`: To match the label value against the name of workloads. In this - case, it is `paid_user`, `trial_user`, `free_user`. - - `label_matcher`: - - `match_labels`: Labels to match the request against. In this case, it is - `product_reason`. - -Selector parameters allow filtering of the requests to ensure where the policy -will act on. - -- `selectors`: - - `control_point`: Control point name to match the request against. In this - case, it will be `openai`. - - `agent_group`: Agent group name to match the request against. It is - optional. - - `label_matcher`: - - `match_labels`: Labels to match the request against. It is optional. - -Below is an example of a values file adjusted to match the SDK code snippet & -control point labels. - -
values.yaml for request-per-minute -

- -```yaml -# yaml-language-server: $schema=https://raw.githubusercontent.com/fluxninja/aperture/latest/blueprints/quota-scheduling/base/gen/definitions.json -# Generated values file for quota-scheduling/base blueprint -# Documentation/Reference for objects and parameters can be found at: -# https://docs.fluxninja.com/reference/blueprints/quota-scheduling/base - -blueprint: quota-scheduling/base -uri: github.com/fluxninja/aperture/blueprints@latest -policy: - # Name of the policy. - # Type: string - # Required: True - policy_name: gpt-4-rpm - quota_scheduler: - # Bucket capacity. - # Type: float64 - # Required: True - bucket_capacity: 4 - # Fill amount. - # Type: float64 - # Required: True - fill_amount: 200 - # Rate Limiter Parameters. - # Type: aperture.spec.v1.RateLimiterParameters - # Required: True - rate_limiter: - interval: 60s - label_key: api_key - delay_initial_fill: true - scheduler: - priority_label_key: priority - workloads: - - name: paid_user - label_matcher: - match_labels: - product_reason: paid_user - - name: trial_user - label_matcher: - match_labels: - product_reason: trial_user - - name: free_user - label_matcher: - match_labels: - product_reason: free_user - # Flow selectors to match requests against - # Type: []aperture.spec.v1.Selector - # Required: True - selectors: - - control_point: openai - agent_group: apollo-prod - label_matcher: - match_labels: - model_variant: gpt-4 -``` - -

-
- -#### For Token Per Minute Rate Limit - -:::note - -⚠️ Aperture Token bucket tokens are different from OpenAI Tokens. - -::: - -The `estimated_tokens` label value, which the Aperture SDK passed, can be used -for customizing the token bucket and deducting the tokens based on the estimated -token value since each request already has that value, which can be used to -subtract from the bucket capacity. A new policy values file needs to be -generated, following similar steps as earlier. - -```mdx-code-block -aperturectl blueprints values --name=quota-scheduling/base --version=main --output-file=gpt-4-tpm-values.yaml -``` - -In the value file, `policy_name`, `bucket_capacity`, `fill_amount`, and -scheduler configuration will have a `token_label_key` defined. According to the -OpenAI Token Rate Limits, `bucket_capacity` & `fill_amount` should be -configured. - -
values.yaml for tokens-per-minute -

- -```yaml -# yaml-language-server: $schema=https://raw.githubusercontent.com/fluxninja/aperture/latest/blueprints/quota-scheduling/base/gen/definitions.json -# Generated values file for quota-scheduling/base blueprint -# Documentation/Reference for objects and parameters can be found at: -# https://docs.fluxninja.com/reference/blueprints/quota-scheduling/base - -blueprint: quota-scheduling/base -uri: github.com/fluxninja/aperture/blueprints@latest -policy: - # Name of the policy. - # Type: string - # Required: True - policy_name: gpt-4-tpm - quota_scheduler: - # Bucket capacity. - # Type: float64 - # Required: True - bucket_capacity: 10000 - # Fill amount. - # Type: float64 - # Required: True - fill_amount: 40000 - # Rate Limiter Parameters - # Type: aperture.spec.v1.RateLimiterParameters - # Required: True - rate_limiter: - interval: 60s - label_key: api_key - delay_initial_fill: true - scheduler: - priority_label_key: priority - tokens_label_key: estimated_tokens - workloads: - - name: paid_user - label_matcher: - match_labels: - product_reason: paid_user - - name: trial_user - label_matcher: - match_labels: - product_reason: trial_user - - name: free_user - label_matcher: - match_labels: - product_reason: free_user - # Flow selectors to match requests against - # Type: []aperture.spec.v1.Selector - # Required: True - selectors: - - control_point: openai - agent_group: apollo-prod - label_matcher: - match_labels: - model_variant: gpt-4 -``` - -

-
- -#### Generate Policy - -Using the adjusted values file, final policies will be generated, which will be -deployed. - -To generate, use the following command: - -```mdx-code-block -aperturectl blueprints generate --values-file=values_file_name.yaml --output-dir=policy-gen -``` - -#### Apply Policy - -Apply the policy using the `aperturectl` CLI or `kubectl`. - -```mdx-code-block - - -``` - -Pass the `--kube` flag with `aperturectl` to directly apply the generated policy -on a Kubernetes cluster in the namespace where the Aperture Controller is -installed. - -```mdx-code-block -aperturectl apply policy --file=policy-gen/policies/policy_name.yaml --kube -``` - -```mdx-code-block - - -``` - -Apply the policy YAML generated (Kubernetes Custom Resource) using the above -example with `kubectl`. - -```bash -kubectl apply -f policy-gen/policies/policy_name.yaml -n aperture-controller -``` - -```mdx-code-block - - -``` - -## Policy in Action - -Once the policy is active, it will start ensuring that API requests are in check -with rate limits quotas, prioritize requests based on the type of workloads as -defined in the policy, matching with the labels that SDK passed to Aperture, -where paid users have more priority over trial and trial over free users, -establishing an experience baseline for each tier. - -If rate limits are exhausted, Aperture will schedule the request, put them in -the queue, and wait for the bucket to be reset or the token to be available. -Requests will wait in the queue till the timeout value, which is set during the -`flow/control point` setup. There is no minimum time for the request to wait; as -soon as the tokens are available, the request will be sent to OpenAI. A request -can be sent to OpenAI as soon as it reaches the application, or it can wait till -the timeout. As the overview states, there should be no request drop; the -highest number of timeout values means no request drop. - -### Using Aperture Cloud UI for Advanced Analytics - -Aperture Cloud UI provides a 360\* overview of policy, which can be seen from -panels & dashboards, a granular view of each workload, like paid, trial, and -free. Apart from this, Aperture Cloud allows you to view how many policies and -control is active, Acting as centralized policy management & monitoring + -control points, and services discovery. - -![Request wait time in queue](./assets/quota-scheduling-for-openai/request-in-queue-duration.png) -_Wait Time for Requests in Queue for different Workload Types_ - -![Workloads Latency Graph](./assets/quota-scheduling-for-openai/workload-latency.png) -_Workload Latency_ diff --git a/docs/content/integrations/sdk/java/auto-instrumentation.md b/docs/content/integrations/sdk/java/auto-instrumentation.md index 169d5e88c7..c4740b7d14 100644 --- a/docs/content/integrations/sdk/java/auto-instrumentation.md +++ b/docs/content/integrations/sdk/java/auto-instrumentation.md @@ -46,7 +46,7 @@ system properties or environment variables: | Property name | Environment variable name | Default value | Description | | :------------------------------------- | :------------------------------------- | :------------ | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | aperture.javaagent.config.file | APERTURE_JAVAAGENT_CONFIG_FILE | | Path to a file containing configuration properties | -| aperture.agent.hostname | APERTURE_AGENT_HOSTNAME | localhost | Hostname of Aperture Agent to connect to | +| aperture.agent.host | APERTURE_AGENT_HOST | localhost | Hostname of Aperture Agent to connect to | | aperture.agent.port | APERTURE_AGENT_PORT | 8089 | Port of Aperture Agent to connect to | | aperture.control.point.name | APERTURE_CONTROL_POINT_NAME | | (Required) Name of the control point this agent represents | | aperture.javaagent.enable.fail.open | APERTURE_JAVAAGENT_ENABLE_FAIL_OPEN | true | Sets the fail-open behavior for the client when the Aperture Agent is unreachable.
If set to true, all traffic will pass through; if set to false, all traffic will be blocked. | @@ -71,7 +71,7 @@ Example invocation with `commandline-set` properties: ```sh java -javaagent:path/to/javaagent.jar \ --Daperture.agent.hostname="some_host" \ +-Daperture.agent.host="some_host" \ -Daperture.agent.port=12345 \ -Daperture.control.point.name="awesomeFeature" \ -Daperture.javaagent.ignored.paths="/health,/connected" \ @@ -91,7 +91,7 @@ java -javaagent:path/to/javaagent.jar \ The `/config.properties` file: ```properties -aperture.agent.hostname=some_host +aperture.agent.host=some_host aperture.agent.port=12345 aperture.control.point.name=awesomeFeature aperture.javaagent.ignored.paths=/health,/connected diff --git a/playground/tanka/jsonnetfile.json b/playground/tanka/jsonnetfile.json index c2a110c1cd..019666ccd7 100644 --- a/playground/tanka/jsonnetfile.json +++ b/playground/tanka/jsonnetfile.json @@ -9,15 +9,6 @@ }, "version": "main" }, - { - "source": { - "git": { - "remote": "https://github.com/grafana/grafonnet-lib.git", - "subdir": "grafonnet" - } - }, - "version": "master" - }, { "source": { "git": { diff --git a/sdks/aperture-java/javaagent/README.md b/sdks/aperture-java/javaagent/README.md index dc7c3a6c8d..1f52d8416e 100644 --- a/sdks/aperture-java/javaagent/README.md +++ b/sdks/aperture-java/javaagent/README.md @@ -52,7 +52,7 @@ system properties or environment variables: | Property name | Environment variable name | Default value | Description | | :------------------------------------- | :------------------------------------- | :------------ | :------------------------------------------------------------------------------------------------------------------------------------------- | | aperture.javaagent.config.file | APERTURE_JAVAAGENT_CONFIG_FILE | | Path to a file containing configuration properties | -| aperture.agent.hostname | APERTURE_AGENT_HOSTNAME | localhost | Hostname of Aperture Agent to connect to | +| aperture.agent.host | APERTURE_AGENT_HOST | localhost | Hostname of Aperture Agent to connect to | | aperture.agent.port | APERTURE_AGENT_PORT | 8089 | Port of Aperture Agent to connect to | | aperture.control.point.name | APERTURE_CONTROL_POINT_NAME | | (Required) Name of the control point this agent represents | | aperture.javaagent.enable.ramp.mode | APERTURE_JAVAAGENT_ENABLE_RAMP_MODE | false | Sets the ramp mode of flows started by the client.
If set to true, all flows will require at least one ramp component to accept them. | @@ -68,7 +68,7 @@ Example invocation with commandline-set properties: ```sh java -javaagent:path/to/javaagent.jar \ --Daperture.agent.hostname="some_host" \ +-Daperture.agent.host="some_host" \ -Daperture.agent.port=12345 \ -Daperture.control.point.name="awesomeFeature" \ -Daperture.javaagent.ignored.paths="/healthz,/connected" \ @@ -86,7 +86,7 @@ java -javaagent:path/to/javaagent.jar \ The `/config.properties` file: ```properties -aperture.agent.hostname=some_host +aperture.agent.host=some_host aperture.agent.port=12345 aperture.control.point.name=awesomeFeature aperture.javaagent.ignored.paths=/healthz,/connected diff --git a/sdks/aperture-java/javaagent/agent/src/main/java/com/fluxninja/aperture/instrumentation/Config.java b/sdks/aperture-java/javaagent/agent/src/main/java/com/fluxninja/aperture/instrumentation/Config.java index 2d54635755..99375464d6 100644 --- a/sdks/aperture-java/javaagent/agent/src/main/java/com/fluxninja/aperture/instrumentation/Config.java +++ b/sdks/aperture-java/javaagent/agent/src/main/java/com/fluxninja/aperture/instrumentation/Config.java @@ -13,7 +13,7 @@ public class Config { public static final String CONFIG_FILENAME_PROPERTY = "aperture.javaagent.config.file"; - public static final String AGENT_HOST_PROPERTY = "aperture.agent.hostname"; + public static final String AGENT_HOST_PROPERTY = "aperture.agent.host"; public static final String AGENT_PORT_PROPERTY = "aperture.agent.port"; public static final String RAMP_MODE_PROPERTY = "aperture.javaagent.enable.ramp.mode"; public static final String CONNECTION_TIMEOUT_MILLIS_PROPERTY = diff --git a/sdks/aperture-js/example/routes/use_aperture.ts b/sdks/aperture-js/example/routes/use_aperture.ts index af94a5b88f..e9aced8cdb 100644 --- a/sdks/aperture-js/example/routes/use_aperture.ts +++ b/sdks/aperture-js/example/routes/use_aperture.ts @@ -1,9 +1,11 @@ import express from "express"; -import {ApertureClient, FlowStatusEnum} from "@fluxninja/aperture-js"; +import { ApertureClient, FlowStatusEnum } from "@fluxninja/aperture-js"; // Create aperture client -export const apertureClient = new ApertureClient(); +export const apertureClient = new ApertureClient({ + address: "localhost:8089", +}); export const apertureRoute = express.Router(); apertureRoute.get("/", function (_: express.Request, res: express.Response) { diff --git a/sdks/aperture-js/package-lock.json b/sdks/aperture-js/package-lock.json index 566bddaef5..797bd6f8ca 100644 --- a/sdks/aperture-js/package-lock.json +++ b/sdks/aperture-js/package-lock.json @@ -1,12 +1,12 @@ { "name": "@fluxninja/aperture-js", - "version": "2.1.4", + "version": "2.1.5", "lockfileVersion": 2, "requires": true, "packages": { "": { "name": "@fluxninja/aperture-js", - "version": "2.1.4", + "version": "2.1.5", "license": "Apache-2.0", "dependencies": { "@grpc/grpc-js": "^1.9.5", diff --git a/sdks/aperture-js/package.json b/sdks/aperture-js/package.json index 0f33d63821..80e9950dbf 100644 --- a/sdks/aperture-js/package.json +++ b/sdks/aperture-js/package.json @@ -1,6 +1,6 @@ { "name": "@fluxninja/aperture-js", - "version": "2.1.4", + "version": "2.1.5", "description": "Flow control SDK that interfaces with FluxNinja Aperture Agents", "main": "./lib/index.js", "scripts": { diff --git a/sdks/aperture-js/sdk/client.ts b/sdks/aperture-js/sdk/client.ts index 97811459ed..ba67c32879 100644 --- a/sdks/aperture-js/sdk/client.ts +++ b/sdks/aperture-js/sdk/client.ts @@ -14,7 +14,7 @@ import { CheckRequest } from "./gen/aperture/flowcontrol/check/v1/CheckRequest.j import { CheckResponse__Output } from "./gen/aperture/flowcontrol/check/v1/CheckResponse.js"; import { FlowControlServiceClient } from "./gen/aperture/flowcontrol/check/v1/FlowControlService.js"; -import { LIBRARY_NAME, LIBRARY_VERSION, URL } from "./consts.js"; +import { LIBRARY_NAME, LIBRARY_VERSION } from "./consts.js"; import { Flow } from "./flow.js"; import { fcs } from "./utils.js"; @@ -35,20 +35,26 @@ export class ApertureClient { private readonly tracer: Tracer; constructor({ + address, channelCredentials = grpc.credentials.createInsecure(), channelOptions = {}, }: { + address?: string; channelCredentials?: ChannelCredentials; channelOptions?: ChannelOptions; } = {}) { + if (address === undefined) { + throw new Error("address is required"); + } + this.fcsClient = new fcs.FlowControlService( - URL, + address, channelCredentials, channelOptions, ); this.exporter = new OTLPTraceExporter({ - url: URL, + url: address, credentials: channelCredentials, }); diff --git a/sdks/aperture-js/sdk/consts.ts b/sdks/aperture-js/sdk/consts.ts index 4092d22347..131204c9c0 100644 --- a/sdks/aperture-js/sdk/consts.ts +++ b/sdks/aperture-js/sdk/consts.ts @@ -8,14 +8,8 @@ export const PROTO_PATH = path.resolve( "../proto/flowcontrol/check/v1/check.proto", ); -const fn_host = process.env.APERTURE_AGENT_HOST - ? process.env.APERTURE_AGENT_HOST - : "localhost"; -const fn_port = process.env.APERTURE_AGENT_PORT ? process.env.APERTURE_AGENT_PORT : "8089"; -export const URL = fn_host + ":" + fn_port; - export const LIBRARY_NAME = "aperture-js"; -export const LIBRARY_VERSION = "v2.1.0"; +export const LIBRARY_VERSION = "v2.1.5"; // Label to hold source of flow. export const SOURCE_LABEL = "aperture.source"; From 7131a2c2f28b827f1c246c870fa9d96b7ebce2c4 Mon Sep 17 00:00:00 2001 From: Harjot Gill Date: Thu, 19 Oct 2023 20:39:16 -0700 Subject: [PATCH 09/12] aperturectl cloud port not needed --- cmd/aperturectl/cmd/cloud/utils/controller.go | 6 ++++++ docs/content/get-started/installation/configure-cli.md | 3 ++- 2 files changed, 8 insertions(+), 1 deletion(-) diff --git a/cmd/aperturectl/cmd/cloud/utils/controller.go b/cmd/aperturectl/cmd/cloud/utils/controller.go index a9cf11d4b8..4ce4b077f4 100644 --- a/cmd/aperturectl/cmd/cloud/utils/controller.go +++ b/cmd/aperturectl/cmd/cloud/utils/controller.go @@ -6,6 +6,7 @@ import ( "crypto/x509" "errors" "fmt" + "net" "os" "path/filepath" @@ -238,6 +239,11 @@ func (c *ControllerConn) prepareGRPCClient() (*grpc.ClientConn, error) { cred := c.prepareCred() addr = c.controllerAddr + // check whether the controller address contains a port, otherwise just use 443 + if _, _, err := net.SplitHostPort(addr); err != nil { + addr = net.JoinHostPort(addr, "443") + } + if cred == nil { certPool, err := x509.SystemCertPool() if err != nil { diff --git a/docs/content/get-started/installation/configure-cli.md b/docs/content/get-started/installation/configure-cli.md index dadd49a8ef..8ce2660298 100644 --- a/docs/content/get-started/installation/configure-cli.md +++ b/docs/content/get-started/installation/configure-cli.md @@ -10,7 +10,8 @@ following as `~/.aperturectl/config`: ```toml [controller] -url = "ORGANIZATION_NAME.app.fluxninja.com:443" +url = "ORGANIZATION_NAME.app.fluxninja.com" +project_name = "PROJECT_NAME" api_key = "PERSONAL_API_KEY" ``` From 503c0135b641948a6e93fbe34c063dee5d3bb111 Mon Sep 17 00:00:00 2001 From: Harjot Gill Date: Thu, 19 Oct 2023 21:03:09 -0700 Subject: [PATCH 10/12] update guide --- .../guides/api-quota-management/openai.md | 89 +++++++++++-------- 1 file changed, 54 insertions(+), 35 deletions(-) diff --git a/docs/content/guides/api-quota-management/openai.md b/docs/content/guides/api-quota-management/openai.md index fefbcf0018..a9b4d895a5 100644 --- a/docs/content/guides/api-quota-management/openai.md +++ b/docs/content/guides/api-quota-management/openai.md @@ -96,22 +96,18 @@ labels. -Import Aperture: +Import and setup Aperture Client: ```typescript import { ApertureClient, FlowStatusEnum } from "@fluxninja/aperture-js"; -``` - -Setup Aperture Client: -```typescript apertureClient = new ApertureClient({ address: "localhost:8080", channelCredentials: grpc.credentials.createSsl(), }); ``` -Wrap the OpenAI API call with Aperture SDK: +Wrap the OpenAI API call with Aperture Client's `StartFlow` and `End` methods: ```typescript const PRIORITIES: Record = { @@ -200,11 +196,11 @@ Aperture, we also attach the following labels to each request: this label. For example, requests from `paid_user` can be given precedence over those from `trial_user` and `free_user` in example code. -### Generate Policies with aperturectl +### Policies -To generate a policy using Quota Scheduler Blueprint, A values files should be -generated first, specific to the policy. This can be achieved using the command -provided below. +To generate a policy using quota scheduler blueprint, `values` files should be +generated first, specific to the policy. The values file can be generated using +the following command: ```mdx-code-block aperturectl blueprints values --name=quota-scheduling/base --output-file=gpt-4-tpm-values.yaml @@ -363,24 +359,16 @@ policy:

values.yaml +
values.yaml for request-per-minute

```yaml @@ -242,15 +329,100 @@ policy:

+#### For Token Per Minute Rate Limit + +:::note + +⚠️ Aperture Token bucket tokens are different from OpenAI Tokens. + +::: + +The `estimated_tokens` label value, which the Aperture SDK passed, can be used +for customizing the token bucket and deducting the tokens based on the estimated +token value since each request already has that value, which can be used to +subtract from the bucket capacity. A new policy values file needs to be +generated, following similar steps as earlier. + +```mdx-code-block +aperturectl blueprints values --name=quota-scheduling/base --version=main --output-file=gpt-4-tpm-values.yaml +``` + +In the value file, `policy_name`, `bucket_capacity`, `fill_amount`, and +scheduler configuration will have a `token_label_key` defined. According to the +OpenAI Token Rate Limits, `bucket_capacity` & `fill_amount` should be +configured. + +
values.yaml for tokens-per-minute +

+ +```yaml +# yaml-language-server: $schema=https://raw.githubusercontent.com/fluxninja/aperture/latest/blueprints/quota-scheduling/base/gen/definitions.json +# Generated values file for quota-scheduling/base blueprint +# Documentation/Reference for objects and parameters can be found at: +# https://docs.fluxninja.com/reference/blueprints/quota-scheduling/base + +blueprint: quota-scheduling/base +uri: github.com/fluxninja/aperture/blueprints@latest +policy: + # Name of the policy. + # Type: string + # Required: True + policy_name: gpt-4-tpm + quota_scheduler: + # Bucket capacity. + # Type: float64 + # Required: True + bucket_capacity: 10000 + # Fill amount. + # Type: float64 + # Required: True + fill_amount: 40000 + # Rate Limiter Parameters + # Type: aperture.spec.v1.RateLimiterParameters + # Required: True + rate_limiter: + interval: 60s + label_key: api_key + delay_initial_fill: true + scheduler: + priority_label_key: priority + tokens_label_key: estimated_tokens + workloads: + - name: paid_user + label_matcher: + match_labels: + product_reason: paid_user + - name: trial_user + label_matcher: + match_labels: + product_reason: trial_user + - name: free_user + label_matcher: + match_labels: + product_reason: free_user + # Flow selectors to match requests against + # Type: []aperture.spec.v1.Selector + # Required: True + selectors: + - control_point: openai + agent_group: apollo-prod + label_matcher: + match_labels: + model_variant: gpt-4 +``` + +

+
+ #### Generate Policy -Using the adjusted values file, a final policy will be generated, which will be +Using the adjusted values file, final policies will be generated, which will be deployed. To generate, use the following command: ```mdx-code-block -aperturectl blueprints generate --values-file=values.yaml --output-dir=policy-gen +aperturectl blueprints generate --values-file=values_file_name.yaml --output-dir=policy-gen ``` #### Apply Policy @@ -267,7 +439,7 @@ on a Kubernetes cluster in the namespace where the Aperture Controller is installed. ```mdx-code-block -aperturectl apply policy --file=policy-gen/policies/gpt-4-rpm.yaml --kube +aperturectl apply policy --file=policy-gen/policies/policy_name.yaml --kube ``` ```mdx-code-block @@ -279,7 +451,7 @@ Apply the policy YAML generated (Kubernetes Custom Resource) using the above example with `kubectl`. ```bash -kubectl apply -f policy-gen/configuration/gpt-4-rpm.yaml -n aperture-controller +kubectl apply -f policy-gen/policies/policy_name.yaml -n aperture-controller ``` ```mdx-code-block @@ -287,19 +459,33 @@ kubectl apply -f policy-gen/configuration/gpt-4-rpm.yaml -n aperture-controller ``` -## How does it work? +## Policy in Action -Explanation of Policy & working +Once the policy is active, it will start ensuring that API requests are in check +with rate limits quotas, prioritize requests based on the type of workloads as +defined in the policy, matching with the labels that SDK passed to Aperture, +where paid users have more priority over trial and trial over free users, +establishing an experience baseline for each tier. -Product Screenshots +If rate limits are exhausted, Aperture will schedule the request, put them in +the queue, and wait for the bucket to be reset or the token to be available. +Requests will wait in the queue till the timeout value, which is set during the +`flow/control point` setup. There is no minimum time for the request to wait; as +soon as the tokens are available, the request will be sent to OpenAI. A request +can be sent to OpenAI as soon as it reaches the application, or it can wait till +the timeout. As the overview states, there should be no request drop; the +highest number of timeout values means no request drop. ### Using Aperture Cloud UI for Advanced Analytics -![Workload Latency](./assets/quota-scheduling-for-openai/workload-latency.png) -Workload Latency - -![Wait Time vs Workload Type](./assets/quota-scheduling-for-openai/request-in-queue-duration.png) +Aperture Cloud UI provides a 360\* overview of policy, which can be seen from +panels & dashboards, a granular view of each workload, like paid, trial, and +free. Apart from this, Aperture Cloud allows you to view how many policies and +control is active, Acting as centralized policy management & monitoring + +control points, and services discovery. -Wait Time for Requests in Queue for different Workload Types +![Request wait time in queue](./assets/quota-scheduling-for-openai/request-in-queue-duration.png) +_Wait Time for Requests in Queue for different Workload Types_ -## What's Next? +![Workloads Latency Graph](./assets/quota-scheduling-for-openai/workload-latency.png) +_Workload Latency_ From 210c61204674973683ab270c9c30a0f2844d41ff Mon Sep 17 00:00:00 2001 From: Harjot Gill Date: Thu, 19 Oct 2023 20:29:05 -0700 Subject: [PATCH 08/12] update guide --- blueprints/jsonnetfile.json | 9 - blueprints/jsonnetfile.lock.json | 10 - .../assets/openai/flow-analytics-dark.png | Bin 0 -> 79041 bytes .../assets/openai/flow-analytics-light.png | Bin 0 -> 78802 bytes .../assets/openai/priorities-dark.png | Bin 0 -> 218719 bytes 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docs/content/guides/api-quota-management/assets/openai/flow-analytics-light.png create mode 100644 docs/content/guides/api-quota-management/assets/openai/priorities-dark.png create mode 100644 docs/content/guides/api-quota-management/assets/openai/priorities-light.png create mode 100644 docs/content/guides/api-quota-management/assets/openai/token-rate-dark.png create mode 100644 docs/content/guides/api-quota-management/assets/openai/token-rate-light.png delete mode 100644 docs/content/guides/api-quota-management/assets/quota-scheduling-for-openai/request-in-queue-duration.png delete mode 100644 docs/content/guides/api-quota-management/assets/quota-scheduling-for-openai/workload-latency.png create mode 100644 docs/content/guides/api-quota-management/openai.md delete mode 100644 docs/content/guides/api-quota-management/quota-scheduling-for-openai.md diff --git a/blueprints/jsonnetfile.json b/blueprints/jsonnetfile.json index 022c68bb51..bbba8adf41 100644 --- a/blueprints/jsonnetfile.json +++ b/blueprints/jsonnetfile.json @@ -1,15 +1,6 @@ { "version": 1, "dependencies": [ - { - "source": { - "git": { - "remote": "https://github.com/grafana/grafonnet-lib.git", - "subdir": "grafonnet" - } - }, - "version": "master" - }, { "source": { "git": { diff --git a/blueprints/jsonnetfile.lock.json b/blueprints/jsonnetfile.lock.json index 952bb17d02..4d5c79b835 100644 --- a/blueprints/jsonnetfile.lock.json +++ b/blueprints/jsonnetfile.lock.json @@ -31,16 +31,6 @@ "version": "a78ca15fbfece3110c4807d1f059132ece01d97b", "sum": "qYLH56MqvmgxE4YMNeTbuJ1XSsCpl1sumHN5x8IQv2I=" }, - { - "source": { - "git": { - "remote": "https://github.com/grafana/grafonnet-lib.git", - "subdir": "grafonnet" - } - }, - "version": "a1d61cce1da59c71409b99b5c7568511fec661ea", - "sum": "342u++/7rViR/zj2jeJOjshzglkZ1SY+hFNuyCBFMdc=" - }, { "source": { "git": { diff --git a/docs/content/guides/api-quota-management/assets/openai/flow-analytics-dark.png 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zn$I62EGGDezgUxfW7FfkV~k-a30q2jhjk&d2*=%AeTxLm2opkIS*+ga7otEsIJ z)q1%rx*>6C@>mW?}r&ivQUXLb50by!=UR z=yfa@!^oI5^dU{0LCX2^HlsJ)CM}m78SbzyohG0`f6~z$NU=?5s~kKDS;@aZ z#h!tz^A>SkODhR=pzS_O8B3;R2gyauXhC@J|NhN;oA)@|+Ig`5_br%x0b&1-o66b> z9x_H#98o;@uPk +

Integration with Aperture TypeScript SDK +

+ + + +Import Aperture: + +```typescript +import { ApertureClient, FlowStatusEnum } from "@fluxninja/aperture-js"; +``` + +Setup Aperture Client: + +```typescript +apertureClient = new ApertureClient({ + address: "localhost:8080", + channelCredentials: grpc.credentials.createSsl(), +}); +``` + +Wrap the OpenAI API call with Aperture SDK: + +```typescript +const PRIORITIES: Record = { + paid_user: 10000, + trial_user: 1000, + free_user: 100, +} + +let flow: Flow | undefined = undefined + +if (this.apertureClient) { + const charCount = + this.systemMessage.length + + message.length + + String("system" + "user").length + const labels: Record = { + api_key: CryptoES.SHA256(api.apiKey).toString(), + estimated_tokens: ( + Math.ceil(charCount / 4) + responseTokens + ).toString(), + model_variant: modelVariant, + priority: String( + PRIORITIES[userType], + ), + } + + flow = await this.apertureClient.StartFlow("openai", { + labels: labels, + grpcCallOptions: { + deadline: Date.now() + 1200000, + }, + }) +} + +// As we use Aperture as a queue, send the message regardless of whether it was accepted or rejected +try { + const { data: chatCompletion, response: raw } = await api.chat.completions + .create({ + model: modelVariant, + temperature: temperature, + top_p: topP, + max_tokens: responseTokens, + messages: messages, + }) + .withResponse() + .catch(err => { + logger.error(`openai chat error: ${JSON.stringify(err)}`) + throw err + }) + ) + return chatCompletion.choices[0]?.message?.content ?? "" +} catch (e) { + flow?.SetStatus(FlowStatusEnum.Error) + throw e // throw the error to be caught by the chat function +} finally { + flow?.End() +} +``` + + + +

+

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-#### Generate Policy - -Using the adjusted values file, final policies will be generated, which will be -deployed. - -To generate, use the following command: - -```mdx-code-block -aperturectl blueprints generate --values-file=gpt-4-tpm.yaml --output-dir=policy-gen -``` - #### Apply Policy -Apply the policy using the `aperturectl` CLI or `kubectl`. - ```mdx-code-block - + + +aperturectl cloud blueprints apply --values-file=gpt-4-tpm.yaml + + + ``` Pass the `--kube` flag with `aperturectl` to directly apply the generated policy @@ -388,19 +376,22 @@ on a Kubernetes cluster in the namespace where the Aperture Controller is installed. ```mdx-code-block -aperturectl apply policy --file=policy-gen/policies/policy_name.yaml --kube + +aperturectl blueprints generate --values-file=gpt-4-tpm.yaml --output-dir=policy-gen +aperturectl apply policy --file=policy-gen/policies/gpt-4-tpm.yaml --kube + ``` ```mdx-code-block - + ``` -Apply the policy YAML generated (Kubernetes Custom Resource) using the above -example with `kubectl`. +Apply the generated policy YAML (Kubernetes Custom Resource) with `kubectl`. ```bash -kubectl apply -f policy-gen/policies/policy_name.yaml -n aperture-controller +aperturectl blueprints generate --values-file=gpt-4-tpm.yaml --output-dir=policy-gen +kubectl apply -f policy-gen/policies/gpt-4-tpm-cr.yaml -n aperture-controller ``` ```mdx-code-block @@ -425,24 +416,52 @@ can be sent to OpenAI as soon as it reaches the application, or it can wait until the timeout. As the overview states, there should be no request drop; the highest number of timeout values means no request drop. -### Using Aperture Cloud UI for Advanced Analytics +### Monitoring the Policy and OpenAI Performance -Aperture Cloud UI provides a 360\* overview of policy, which can be seen from -panels & dashboards, a granular view of each workload, such as paid, trial, and -free. Apart from this, Aperture Cloud allows you to view how many policies and -control are active, acting as centralized policy management & monitoring + -control points, and services discovery. +Aperture Cloud provides comprehensive observability of the policy and OpenAI +performance, providing a granular view of each workload, such as paid, trial, +and free. + +The image below shows the incoming token rate and the accepted token rate for +the `gpt-4` tokens-per-minute policy. We can observe that the incoming token +rate is spiky, while the accepted token rate remains smooth and hovers around +`666 tokens per second`. This roughly translates to `40,000 tokens per minute`. +Essentially, Aperture is smoothing out the fluctuating incoming token rate to +align it with OpenAI's rate limits. ![Token Rate in Light Mode](./assets/openai/token-rate-light.png#gh-light-mode-only) ![Token Rate in Dark Mode](./assets/openai/token-rate-dark.png#gh-dark-mode-only) _Incoming and Accepted Token Rate for gpt-4_ +The below image shows request prioritization metrics from the Aperture Cloud +console during the same peak load period: + ![Prioritization Metrics in Light Mode](./assets/openai/priorities-light.png#gh-light-mode-only) ![Prioritization Metrics in Dark Mode](./assets/openai/priorities-dark.png#gh-dark-mode-only) _Prioritization Metrics for gpt-4_ +In the upper left panel of the metrics, noticeable peaks indicate that some +requests got queued for several minutes in Aperture. We can verify that the +trial and free-tier users tend to experience longer queue times compared to +their paid counterparts and chat requests. + +Queue wait times can fluctuate based on the volume of simultaneous requests in +each workload. For example, wait times are significantly longer during peak +hours as compared to off-peak hours. Aperture provides scheduler preemption +metrics to offer further insight into the efficacy of prioritization. As +observed in the lower panels, these metrics measure the relative impact of +prioritization for each workload by comparing how many tokens a request gets +preempted or delayed in the queue compared to a purely First-In, First-Out +(FIFO) ordering. + +In addition to effectively managing the OpenAI quotas, Aperture provides +insights into OpenAI API performance and errors. The graphs below show the +overall response times for various OpenAI models we use. We observe that the +`gpt-4` family of models is significantly slower compared to the `gpt-3.5-turbo` +family of models. + ![Flow Analytics](./assets/openai/flow-analytics-light.png#gh-light-mode-only) ![Flow Analytics](./assets/openai/flow-analytics-dark.png#gh-dark-mode-only) From 132dd70dde9f793f3adfc56ad5c369dbfb106d9b Mon Sep 17 00:00:00 2001 From: Harjot Gill Date: Thu, 19 Oct 2023 21:08:17 -0700 Subject: [PATCH 11/12] update guide --- .../guides/api-quota-management/openai.md | 27 +++++++++---------- 1 file changed, 13 insertions(+), 14 deletions(-) diff --git a/docs/content/guides/api-quota-management/openai.md b/docs/content/guides/api-quota-management/openai.md index a9b4d895a5..ce19216ad6 100644 --- a/docs/content/guides/api-quota-management/openai.md +++ b/docs/content/guides/api-quota-management/openai.md @@ -401,20 +401,19 @@ kubectl apply -f policy-gen/policies/gpt-4-tpm-cr.yaml -n aperture-controller ## Policy in Action -Once the policy is active, it will start ensuring that API requests are in check -with rate limits quotas, prioritize requests based on the types of workloads as -defined in the policy, matching with the labels that SDK passed to Aperture, -where paid users have more priority over trial and trial over free users, -establishing an experience baseline for each tier. - -If rate limits are exhausted, Aperture will schedule the request, put them in -the queue, and wait for the bucket to be reset or the token to be available. -Requests will wait in the queue until the timeout value, which is set during the -`flow/control point` setup. There is no minimum time for the request to wait; as -soon as the tokens are available, the request will be sent to OpenAI. A request -can be sent to OpenAI as soon as it reaches the application, or it can wait -until the timeout. As the overview states, there should be no request drop; the -highest number of timeout values means no request drop. +Once the policy is activated, it will begin to ensure that API requests conform +to OpenAI's rate limits, prioritizing requests based on the workload types +defined in the policy. These workloads are matched with the labels that the SDK +passes to Aperture, where paid users are prioritized over trial users, and trial +users over free users, thereby establishing a baseline experience for each tier. + +Should rate limits be exhausted, Aperture will schedule the requests, placing +them in a queue until either the bucket is reset or a token becomes available. +Requests will remain in the queue up to the specified timeout value, provided in +the `StartFlow` function. There is no minimum waiting time for requests; as soon +as tokens are available, requests will be forwarded to OpenAI. A request can be +transmitted to OpenAI as soon as it reaches the application, or it can wait +until the timeout. ### Monitoring the Policy and OpenAI Performance From 5dc9891350b2fb9a6024d82888286b2c0e121b60 Mon Sep 17 00:00:00 2001 From: Harjot Gill Date: Thu, 19 Oct 2023 21:16:08 -0700 Subject: [PATCH 12/12] update guide --- docs/content/guides/api-quota-management/openai.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/content/guides/api-quota-management/openai.md b/docs/content/guides/api-quota-management/openai.md index ce19216ad6..98c33170ff 100644 --- a/docs/content/guides/api-quota-management/openai.md +++ b/docs/content/guides/api-quota-management/openai.md @@ -299,7 +299,7 @@ policy: # Required: True selectors: - control_point: openai - agent_group: coderabbit-prod + agent_group: default label_matcher: match_labels: model_variant: gpt-4 @@ -345,7 +345,7 @@ policy: # Required: True selectors: - control_point: openai - agent_group: coderabbit-prod + agent_group: default label_matcher: match_labels: model_variant: gpt-4