Update formatMessages.mjs

This commit is contained in:
被遗忘的记忆
2025-02-16 23:12:43 +08:00
committed by GitHub
parent 543dae4668
commit c8a083a4f2
+199 -252
View File
@@ -24,99 +24,18 @@ export function formatMessages(messages, proxyModel, randomFileName) {
messages = xmlPlotAllMessages(messages, roleFeatures);
}
const hasAIRound0 = messages.some(message => message.content.includes('<!-- AI Round 0 begins. -->'));
let formattedMessages = messages.slice();
// 如果没有找到 AI Round 0 标记,直接返回处理后的消息数组
if (!hasAIRound0) {
return formattedMessages;
}
let userRoundCounter = 0;
let assistantRoundCounter = 0;
let descriptionPointCounter = 0;
let isFirstUserFound = false;
let lastAssistantRound = 0;
// 查找初始回合数
let initialRound = 0;
for (let i = 0; i < formattedMessages.length; i++) {
if (formattedMessages[i].role === roleFeatures.userRole) {
const nextMessage = formattedMessages[i + 1];
if (nextMessage && nextMessage.role === roleFeatures.assistantRole) {
const match = nextMessage.content.match(/<!-- AI Round (\d+) begins\. -->/);
if (match) {
initialRound = parseInt(match[1]);
userRoundCounter = initialRound - 1;
assistantRoundCounter = initialRound;
lastAssistantRound = initialRound;
descriptionPointCounter = 1;
break;
}
}
messages = messages.map((message) => {
let newMessage = { ...message };
if (typeof newMessage.content === 'string') {
// 1) 移除 </FORMAT LINE BREAK/> 标识
let tempContent = newMessage.content.replace(/<\/FORMAT\s+LINE\s+BREAK\/>/g, '');
tempContent = tempContent.replace(/\n{3,}/g, '\n\n');
newMessage.content = tempContent;
}
}
return newMessage;
});
// 找到最后一个有效的 user 消息索引
let lastUserIndex = -1;
let contextEndIndex = formattedMessages.length;
for (let i = formattedMessages.length - 1; i >= 0; i--) {
if (formattedMessages[i].content.includes('</context> ---')) {
contextEndIndex = i;
}
if (formattedMessages[i].role === roleFeatures.userRole && lastUserIndex === -1) {
lastUserIndex = i;
}
if (lastUserIndex !== -1 && contextEndIndex !== formattedMessages.length) {
break;
}
}
let processedMessages = [];
for (let i = 0; i < formattedMessages.length; i++) {
const message = formattedMessages[i];
if (message.content.includes('<!-- AI Round 0 begins. -->')) {
processedMessages.push({
role: message.role,
content: message.content.replace('<!-- AI Round 0 begins. -->', '<建立记忆区>\n<!-- AI Round 0 begins. -->')
});
continue;
}
if (message.role === roleFeatures.userRole && i <= lastUserIndex) {
if (isFirstUserFound) {
userRoundCounter = lastAssistantRound + 1;
descriptionPointCounter++;
} else {
isFirstUserFound = true;
}
let roundInfo = '';
if (i === lastUserIndex) {
roundInfo = `最新${roleFeatures.userRole}:(${userRoundCounter})回合|${roleFeatures.assistantRole}:(${userRoundCounter + 1})回合开始,参考 <Human_inputs>,关联所有记忆重构语境时空关系的碎片:\n`;
} else {
const nextAssistantRound = userRoundCounter + 1;
roundInfo = `{{ 第 ${roleFeatures.userRole} = 回合${userRoundCounter}|${roleFeatures.assistantRole} = 回合${nextAssistantRound} 开始建立记忆区: [${descriptionPointCounter}]\n`;
}
message.content = roundInfo + message.content;
} else if (message.role === roleFeatures.assistantRole && i < lastUserIndex) {
const match = message.content.match(/<!-- AI Round (\d+) begins\. -->/);
if (match) {
assistantRoundCounter = parseInt(match[1]);
lastAssistantRound = assistantRoundCounter;
}
if (message.content.includes('<CHAR_turn>')) {
message.content += `\n}}\n<-- 记忆区 [${descriptionPointCounter}] 结束 -->`;
}
}
processedMessages.push(message);
}
return processedMessages;
return messages;
}
/**
@@ -129,7 +48,7 @@ function clearFirstMessageRole(messages) {
return messages;
}
const processedMessages = messages.map(msg => ({...msg}));
processedMessages[0] = {
...processedMessages[0],
role: ''
@@ -138,11 +57,6 @@ function clearFirstMessageRole(messages) {
return processedMessages;
}
// 转义特殊字符
function escapeRegExp(string) {
return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&');
}
// 获取角色特征
function getRoleFeatures(messages, isClaudeModel, useBackspacePrefix) {
let prefix = useBackspacePrefix ? '\u0008' : '';
@@ -265,141 +179,88 @@ function replaceRolesInContent(messages, roleFeatures) {
}
/**
* xmlPlotAllMessages(messages, roleFeatures, options)
*
* 在 CLEWD 阶段,对一组 messages 进行二次处理:
* 默认将所有消息的 role 设置为空字符串(可以视为“去掉角色”)
* 若 message.content 中含有 <|KEEP_ROLE|> 标记,则保留原先的 role,不置空
* 通过 options.skipSystem = true/false,决定是否跳过 system 段落处理。
* 调用 xmlPlot(...) 时传入 apiKey / skipSystem 等参数,以进一步根据老版逻辑进行区分。
* 若消息 content 不含 <|KEEP_ROLE|>,则将 role 置空
* 然后调用 xmlHyperProcess 做多轮正则、合并、<@N>插入、收尾清理
*
* @param {Array} messages - [{ role: 'user'/..., content: '...' }, ...]
* @param {Array} messages - [{ role: 'user', content: '...' }, ...]
* @param {object} roleFeatures - { systemRole, userRole, assistantRole, prefix }
* @return {Array} 新的 messagescontent 已经过多轮正则处理)
* -----------------------------------------------------------------------------------
* @return {Array} 新的 messages
*/
export function xmlPlotAllMessages(messages, roleFeatures) {
return messages.map(msg => {
return messages.map((msg) => {
if (!msg.content.includes('<|KEEP_ROLE|>')) {
msg = {
...msg,
role: '' // 置空
};
}
const newContent = xmlPlot(msg.content, roleFeatures);
return {
...msg,
content: newContent
};
// 核心调用
const processed = xmlHyperProcess(msg.content, roleFeatures);
return { ...msg, content: processed };
});
}
/**
* 对单条文本 content 进行多轮正则及合并处理
* @param {string} content - 消息体文本
* @param {object} roleFeatures - { systemRole, userRole, assistantRole, prefix }
* 多轮 <regex order=1 / 2 / 3>
* MergeDisable 判断 + System => user 替换
* 段落合并 + <@N>插入
* 最终收尾 cleanup
*
* @param {string} originalContent
* @param {object} roleFeatures
* @returns {string} 处理后的文本
*/
function xmlPlot(content, roleFeatures) {
let regexLog = '';
// 第一次正则替换
content = xmlPlot_regex(content, 1, regexLog);
function xmlHyperProcess(originalContent, roleFeatures) {
let content = originalContent;
let regexLogs = '';
// 第一次角色合并
const mergeTag = {
all: !content.includes('<|Merge Disable|>'),
system: !content.includes('<|Merge System Disable|>'),
human: !content.includes('<|Merge Human Disable|>'),
assistant: !content.includes('<|Merge Assistant Disable|>')
// 第1轮正则 (order=1)
[content, regexLogs] = xmlHyperRegex(content, 1, regexLogs);
// 检测 MergeDisable 标记
const mergeDisable = {
all: content.includes('<|Merge Disable|>'),
system: content.includes('<|Merge System Disable|>'),
user: content.includes('<|Merge Human Disable|>'),
assistant: content.includes('<|Merge Assistant Disable|>')
};
content = xmlPlot_merge(content, mergeTag, roleFeatures);
// 处理内嵌 <@N> ... </@N> 插入
const escapeRegExp = (str) => str.replace(/[\b.*+?^${}()|[\]\\]/g, '\\$&');
const humanLabelRaw = `${roleFeatures.userRole}:`;
const assistantLabelRaw = `${roleFeatures.assistantRole}:`;
const humanLabel = escapeRegExp(humanLabelRaw);
const assistantLabel = escapeRegExp(assistantLabelRaw);
// 把“system:”在部分情况下替换为“user:”
content = preSystemToUserFallback(content, roleFeatures, mergeDisable);
// 根据段落分隔符拆分
let splitContent = content.split(new RegExp(`\\n\\n(?=${humanLabel}|${assistantLabel})`, 'g'));
let match;
while ((match = /<@(\d+)>(.*?)<\/@\1>/gs.exec(content)) !== null) {
let insertionIndex = splitContent.length - parseInt(match[1], 10) - 1;
if (insertionIndex >= 0) {
splitContent[insertionIndex] += '\n\n' + match[2];
}
content = content.replace(match[0], '');
}
content = splitContent.join('\n\n').replace(/<@(\d+)>.*?<\/@\1>/gs, '');
// 开始合并 (首次)
content = xmlHyperMerge(content, roleFeatures, mergeDisable);
// 第二次正则替换
content = xmlPlot_regex(content, 2, regexLog);
// 处理 <@N> 插入
content = handleSubInsertion(content);
// 第二次角色合并
content = xmlPlot_merge(content, mergeTag, roleFeatures);
// 第2轮正则 (order=2)
[content, regexLogs] = xmlHyperRegex(content, 2, regexLogs);
// Plain Prompt 处理
const humanLabelPattern = new RegExp(`\\n\\n${humanLabel}`, 'g');
let segcontentHuman = content.split(humanLabelPattern);
let segcontentlastIndex = segcontentHuman.length - 1;
if (
segcontentlastIndex >= 2 &&
segcontentHuman[segcontentlastIndex].includes('<|Plain Prompt Enable|>') &&
!content.includes(`\n\nPlainPrompt:`)
) {
content = segcontentHuman
.slice(0, segcontentlastIndex)
.join(`\n\n${humanLabelRaw}`) +
`\n\nPlainPrompt:` +
segcontentHuman
.slice(segcontentlastIndex)
.join(`\n\n${humanLabelRaw}`)
.replace(new RegExp(`\\n\\n${humanLabel}\\s*PlainPrompt:`, 'g'), '\n\nPlainPrompt:');
}
// 第2次合并
content = xmlHyperMerge(content, roleFeatures, mergeDisable);
// 第三次正则替换
content = xmlPlot_regex(content, 3, regexLog);
// 第3轮正则 (order=3)
[content, regexLogs] = xmlHyperRegex(content, 3, regexLogs);
// 清理和格式化
content = content
// 移除剩余 <regex ...> 包裹
.replace(/<regex( +order *= *\d)?>.*?<\/regex>/gm, '')
// 统一换行
.replace(/\r\n|\r/gm, '\n')
// <|curtail|> 替换为换行
.replace(/\s*<\|curtail\|>\s*/g, '\n')
// <|join|> 去掉
.replace(/\s*<\|join\|>\s*/g, '')
// <|space|> 替换为" "
.replace(/\s*<\|space\|>\s*/g, ' ')
// 修正多余的空格/换行
.replace(new RegExp(`\\s*\\n\\n(${humanLabel}|${assistantLabel})\\s+`, 'g'), '\n\n$1 ')
// 对 <|xxx|> 做 JSON.parse 反序列化
.replace(/<\|(\\.*?)\|>/g, function (m, p1) {
try {
return JSON.parse(`"${p1.replace(/\\?"/g, '\\"')}"`);
} catch {
return m;
}
})
// 最后去掉多余
.replace(/\s*<\|(?!padtxt).*?\|>\s*/g, '\n\n')
.trim()
.replace(/(?<=\n)\n(?=\n)/g, '');
// 插入对 <|padtxtX|> 的处理 or countTokens, etc.
return content;
// 收尾清理
content = finalizeCleanup(content);
return content.trim();
}
/**
* 解析 <regex>"/pattern/flags":"replacement"</regex> 标签并执行替换
* @param {string} content
* @param {number} order
* @param {string} regexLog
* @returns {string} 替换后的文本
* xmlHyperRegex:
* 匹配 <regex order=?> " /pattern/flags ":" replacement" </regex> 并完成替换
*/
function xmlPlot_regex(content, order, regexLog) {
// 只匹配与当前 order 相符的 <regex> 标签
function xmlHyperRegex(original, order, logs) {
let content = original;
// 仅处理同 order 的 block
const patternRegex = new RegExp(
`<regex(?: +order *= *(${order}))?>\\s*"\\/([^"]*?)\\/([gimsyu]*)"\\s*:\\s*"(.*?)"\\s*<\\/regex>`,
'gm'
@@ -407,75 +268,161 @@ function xmlPlot_regex(content, order, regexLog) {
let match;
while ((match = patternRegex.exec(content)) !== null) {
// match[0] : <regex>...</regex>
// match[1] : order
// match[2] : pattern
// match[3] : flags
// match[4] : replacement
const fullBlock = match[0];
const subPattern = match[2];
const subFlags = match[3];
const entire = match[0];
const rawPattern = match[2];
const rawFlags = match[3];
let replacement = match[4];
regexLog += fullBlock + '\n';
logs += `${entire}\n`;
try {
// 构造 JS 正则
const regObj = new RegExp(subPattern, subFlags);
// 反序列化 replacement
replacement = JSON.parse(`"${replacement.replace(/\\?"/g, '\\"')}"`);
// 执行替换
const regObj = new RegExp(rawPattern, rawFlags);
replacement = JSON.parse(`"${replacement.replace(/\\?"/g, '\\"')}"`); // 反序列化
content = content.replace(regObj, replacement);
} catch (err) {
console.log(`Regex error: ` + fullBlock + '\n' + err);
console.warn(`Regex parse/replace error in block: ${entire}\n`, err);
}
}
return [content, logs];
}
/**
* content = content.replace(...)
* 而后 system: => user:
* 根据 roleFeatures.systemRole / userRole 动态替换
*/
function preSystemToUserFallback(content, roleFeatures, mergeDisable) {
if (mergeDisable.all || mergeDisable.system || mergeDisable.user) {
return content; // 不做任何替换
}
const systemName = stripPrefix(roleFeatures.systemRole, roleFeatures.prefix);
const userName = stripPrefix(roleFeatures.userRole, roleFeatures.prefix);
const assistantName = stripPrefix(roleFeatures.assistantRole, roleFeatures.prefix);
// 前面非 user|assistant 段落时的 system: -> 去掉
const re1 = new RegExp(
`(\\n\\n|^\\s*)(?<!\\n\\n(${userName}|${assistantName}):.*?)${systemName}:\\s*`,
'gs'
);
content = content.replace(re1, '$1');
// 补充 system => user
const re2 = new RegExp(`(\\n\\n|^\\s*)${systemName}:\\s*`, 'g');
content = content.replace(re2, `\n\n${userName}: `);
return content;
}
/**
* 多段 "Human:..." 或 "Assistant:..." 合并
* @param {string} content
* @param {*} mergeTag { all, system, human, assistant }
* @param {*} roleFeatures
* @returns {string}
* xmlHyperMerge:
* 利用“段落合并”逻辑,动态 roleFeatures
*/
function xmlPlot_merge(content, mergeTag, roleFeatures) {
const escapeRegExp = (str) => str.replace(/[\b.*+?^${}()|[\]\\]/g, '\\$&');
function xmlHyperMerge(original, roleFeatures, mergeDisable) {
let content = original;
if (mergeDisable.all) {
return content; // 禁用合并
}
// 先获取名称
const sys = stripPrefix(roleFeatures.systemRole, roleFeatures.prefix);
const usr = stripPrefix(roleFeatures.userRole, roleFeatures.prefix);
const ast = stripPrefix(roleFeatures.assistantRole, roleFeatures.prefix);
const humanLabelRaw = `${roleFeatures.userRole}:`;
const assistantLabelRaw = `${roleFeatures.assistantRole}:`;
const humanLabel = escapeRegExp(humanLabelRaw);
const assistantLabel = escapeRegExp(assistantLabelRaw);
// 如果出现 xmlPlot:
if (/(\n\n|^\s*)xmlPlot:\s*/.test(content)) {
content = content.replace(
/(\n\n|^\s*)xmlPlot:\s*/g,
mergeTag.system && mergeTag.human && mergeTag.all
? `\n\n${humanLabelRaw} `
: '$1'
);
// 合并 system 段
if (!mergeDisable.system) {
const regSys = new RegExp(`(?:\\n\\n|^\\s*)${escapeRegExp(sys)}:\\s*(.*?)(?=\\n\\n(?:${escapeRegExp(usr)}|${escapeRegExp(ast)}|$))`, 'gs');
content = content.replace(regSys, (_m, p1) => `\n\n${sys}: ${p1}`);
}
// 合并 Human
if (mergeTag.all && mergeTag.human) {
const humanRegex = new RegExp(`(?:\\n\\n|^\\s*)${humanLabel}(.*?)(?=\\n\\n(?:${assistantLabel}|$))`, 'gs');
content = content.replace(humanRegex, (match, p1) => {
const innerHumanLabelRegex = new RegExp(`\\n\\n${humanLabel}\\s*`, 'g');
return `\n\n${humanLabelRaw}` + p1.replace(innerHumanLabelRegex, '\n\n');
});
// 合并 user
if (!mergeDisable.user) {
const regUsr = new RegExp(`(?:\\n\\n|^\\s*)${escapeRegExp(usr)}:\\s*(.*?)(?=\\n\\n(?:${escapeRegExp(ast)}|${escapeRegExp(sys)}|$))`, 'gs');
content = content.replace(regUsr, (_m, p1) => `\n\n${usr}: ${p1}`);
}
// 合并 Assistant 段
if (mergeTag.all && mergeTag.assistant) {
const assistantRegex = new RegExp(`(?:\\n\\n|^\\s*)${assistantLabel}(.*?)(?=\\n\\n(?:${humanLabel}|$))`, 'gs');
content = content.replace(assistantRegex, (match, p1) => {
const innerAssistantLabelRegex = new RegExp(`\\n\\n${assistantLabel}\\s*`, 'g');
return `\n\n${assistantLabelRaw}` + p1.replace(innerAssistantLabelRegex, '\n\n');
});
// 合并 assistant 段
if (!mergeDisable.assistant) {
const regAst = new RegExp(`(?:\\n\\n|^\\s*)${escapeRegExp(ast)}:\\s*(.*?)(?=\\n\\n(?:${escapeRegExp(usr)}|${escapeRegExp(sys)}|$))`, 'gs');
content = content.replace(regAst, (_m, p1) => `\n\n${ast}: ${p1}`);
}
return content;
}
/**
* 先 splitContent = content.split(regExp)
* 然后 for each <@N> => 把里面内容插入到 “倒数第N段落”后面
* 删除 match[0]
*/
function handleSubInsertion(original) {
let content = original;
// 按 \n\n(?=.*?:) 拆分
let splitted = content.split(/\n\n(?=.*?:)/g);
let match;
while ((match = /<@(\d+)>(.*?)<\/@\1>/gs.exec(content)) !== null) {
const idx = splitted.length - parseInt(match[1], 10) - 1;
if (idx >= 0 && splitted[idx]) {
splitted[idx] += `\n\n${match[2]}`;
}
content = content.replace(match[0], '');
}
// 重组
content = splitted.join('\n\n').replace(/<@(\d+)>.*?<\/@\1>/gs, '');
return content;
}
/**
* 移除 <regex> 块、统一换行、<|curtail|> => 换行,<|join|> => 空
* <|space|> => ' ',以及 <|xxx|> => JSON.parse
* 然后去除多余空行
*/
function finalizeCleanup(original) {
let content = original;
// 移除 <regex> 块
content = content.replace(/<regex( +order *= *\d)?>.*?<\/regex>/gm, '');
// 统一换行
content = content.replace(/\r\n|\r/gm, '\n');
// <|curtail|> => 换行
content = content.replace(/\s*<\|curtail\|>\s*/g, '\n');
// <|join|> => ''
content = content.replace(/\s*<\|join\|>\s*/g, '');
// <|space|> => ' '
content = content.replace(/\s*<\|space\|>\s*/g, ' ');
// JSON反序列化
content = content.replace(/<\|(\\.*?)\|>/g, (m, p1) => {
try {
return JSON.parse(`"${p1.replace(/\\?"/g, '\\"')}"`);
} catch {
return m; // 保留原文本
}
});
// 移除其他 <|xxx|> 标记
content = content.replace(/\s*<\|(?!padtxt).*?\|>\s*/g, '\n\n');
// 去除多余空行
content = content.trim().replace(/(?<=\n)\n(?=\n)/g, '');
return content;
}
/** stripPrefix: 如果 role 中含有前缀(如 \u0008),去掉 */
function stripPrefix(fullStr, prefix) {
if (!prefix) return fullStr;
if (fullStr.startsWith(prefix)) {
return fullStr.slice(prefix.length);
}
return fullStr;
}
/** 转义正则特殊字符 */
function escapeRegExp(str) {
return str.replace(/[.*+?^${}()|[\]\\]/g, '\\$&');
}