mirror of
https://github.com/labring/FastGPT.git
synced 2025-07-23 05:12:39 +00:00
Perf system plugin and worker (#2126)
* perf: worker pool * perf: worker register * perf: worker controller * perf: system plugin worker * perf: system plugin worker * perf: worker * perf: worker * worker timeout * perf: copy icon
This commit is contained in:
File diff suppressed because one or more lines are too long
122
packages/service/worker/countGptMessagesTokens/index.ts
Normal file
122
packages/service/worker/countGptMessagesTokens/index.ts
Normal file
@@ -0,0 +1,122 @@
|
||||
/* Only the token of gpt-3.5-turbo is used */
|
||||
import { Tiktoken } from 'tiktoken/lite';
|
||||
import cl100k_base from './cl100k_base.json';
|
||||
import {
|
||||
ChatCompletionMessageParam,
|
||||
ChatCompletionContentPart,
|
||||
ChatCompletionCreateParams,
|
||||
ChatCompletionTool
|
||||
} from '@fastgpt/global/core/ai/type';
|
||||
import { ChatCompletionRequestMessageRoleEnum } from '@fastgpt/global/core/ai/constants';
|
||||
import { parentPort } from 'worker_threads';
|
||||
|
||||
const enc = new Tiktoken(cl100k_base.bpe_ranks, cl100k_base.special_tokens, cl100k_base.pat_str);
|
||||
|
||||
/* count messages tokens */
|
||||
parentPort?.on(
|
||||
'message',
|
||||
({
|
||||
id,
|
||||
messages,
|
||||
tools,
|
||||
functionCall
|
||||
}: {
|
||||
id: string;
|
||||
messages: ChatCompletionMessageParam[];
|
||||
tools?: ChatCompletionTool[];
|
||||
functionCall?: ChatCompletionCreateParams.Function[];
|
||||
}) => {
|
||||
try {
|
||||
/* count one prompt tokens */
|
||||
const countPromptTokens = (
|
||||
prompt: string | ChatCompletionContentPart[] | null | undefined = '',
|
||||
role: '' | `${ChatCompletionRequestMessageRoleEnum}` = ''
|
||||
) => {
|
||||
const promptText = (() => {
|
||||
if (!prompt) return '';
|
||||
if (typeof prompt === 'string') return prompt;
|
||||
let promptText = '';
|
||||
prompt.forEach((item) => {
|
||||
if (item.type === 'text') {
|
||||
promptText += item.text;
|
||||
} else if (item.type === 'image_url') {
|
||||
promptText += item.image_url.url;
|
||||
}
|
||||
});
|
||||
return promptText;
|
||||
})();
|
||||
|
||||
const text = `${role}\n${promptText}`.trim();
|
||||
|
||||
try {
|
||||
const encodeText = enc.encode(text);
|
||||
const supplementaryToken = role ? 4 : 0;
|
||||
return encodeText.length + supplementaryToken;
|
||||
} catch (error) {
|
||||
return text.length;
|
||||
}
|
||||
};
|
||||
const countToolsTokens = (
|
||||
tools?: ChatCompletionTool[] | ChatCompletionCreateParams.Function[]
|
||||
) => {
|
||||
if (!tools || tools.length === 0) return 0;
|
||||
|
||||
const toolText = tools
|
||||
? JSON.stringify(tools)
|
||||
.replace('"', '')
|
||||
.replace('\n', '')
|
||||
.replace(/( ){2,}/g, ' ')
|
||||
: '';
|
||||
|
||||
return enc.encode(toolText).length;
|
||||
};
|
||||
|
||||
const total =
|
||||
messages.reduce((sum, item) => {
|
||||
// Evaluates the text of toolcall and functioncall
|
||||
const functionCallPrompt = (() => {
|
||||
let prompt = '';
|
||||
if (item.role === ChatCompletionRequestMessageRoleEnum.Assistant) {
|
||||
const toolCalls = item.tool_calls;
|
||||
prompt +=
|
||||
toolCalls
|
||||
?.map((item) => `${item?.function?.name} ${item?.function?.arguments}`.trim())
|
||||
?.join('') || '';
|
||||
|
||||
const functionCall = item.function_call;
|
||||
prompt += `${functionCall?.name} ${functionCall?.arguments}`.trim();
|
||||
}
|
||||
return prompt;
|
||||
})();
|
||||
|
||||
const contentPrompt = (() => {
|
||||
if (!item.content) return '';
|
||||
if (typeof item.content === 'string') return item.content;
|
||||
return item.content
|
||||
.map((item) => {
|
||||
if (item.type === 'text') return item.text;
|
||||
return '';
|
||||
})
|
||||
.join('');
|
||||
})();
|
||||
|
||||
return sum + countPromptTokens(`${contentPrompt}${functionCallPrompt}`, item.role);
|
||||
}, 0) +
|
||||
countToolsTokens(tools) +
|
||||
countToolsTokens(functionCall);
|
||||
|
||||
parentPort?.postMessage({
|
||||
id,
|
||||
type: 'success',
|
||||
data: total
|
||||
});
|
||||
} catch (error) {
|
||||
console.log(error);
|
||||
parentPort?.postMessage({
|
||||
id,
|
||||
type: 'success',
|
||||
data: 0
|
||||
});
|
||||
}
|
||||
}
|
||||
);
|
Reference in New Issue
Block a user