From 4d85e2cb157f76bc61ecdfc2cdc42bf683ad4aa8 Mon Sep 17 00:00:00 2001 From: Brandon Hulston Date: Fri, 19 Jan 2024 11:22:28 -0700 Subject: [PATCH] Add validation for chatGPT imports, stopping any breaking issues when imports are corrupted/not compatible --- src/lib/utils/index.ts | 74 ++++++++++++++++++++++++++++++++---------- 1 file changed, 57 insertions(+), 17 deletions(-) diff --git a/src/lib/utils/index.ts b/src/lib/utils/index.ts index e7dfba2c..b12bdedd 100644 --- a/src/lib/utils/index.ts +++ b/src/lib/utils/index.ts @@ -206,25 +206,32 @@ const convertOpenAIMessages = (convo) => { const mapping = convo['mapping']; const messages = []; let currentId = ''; + let lastId = null; for (let message_id in mapping) { const message = mapping[message_id]; currentId = message_id; - if (message['message'] == null || message['message']['content']['parts'][0] == '') { - // Skip chat messages with no content - continue; - } else { - const new_chat = { - id: message_id, - parentId: messages.length > 0 && message['parent'] in mapping ? message['parent'] : null, - childrenIds: message['children'] || [], - role: message['message']?.['author']?.['role'] !== 'user' ? 'assistant' : 'user', - content: message['message']?.['content']?.['parts']?.[0] || '', - model: 'gpt-3.5-turbo', - done: true, - context: null - }; - messages.push(new_chat); + try { + if (messages.length == 0 && (message['message'] == null || + (message['message']['content']['parts']?.[0] == '' && message['message']['content']['text'] == null))) { + // Skip chat messages with no content + continue; + } else { + const new_chat = { + id: message_id, + parentId: lastId, + childrenIds: message['children'] || [], + role: message['message']?.['author']?.['role'] !== 'user' ? 'assistant' : 'user', + content: message['message']?.['content']?.['parts']?.[0] || message['message']?.['content']?.['text'] || '', + model: 'gpt-3.5-turbo', + done: true, + context: null + }; + messages.push(new_chat); + lastId = currentId; + } + } catch (error) { + console.log("Error with", message, "\nError:", error); } } @@ -245,13 +252,45 @@ const convertOpenAIMessages = (convo) => { return chat; }; +const validateChat = (chat) => { + // Because ChatGPT sometimes has features we can't use like DALL-E or migh have corrupted messages, need to validate + const messages = chat.messages; + + // Check if messages array is empty + if (messages.length === 0) { + return false; + } + + // Last message's children should be an empty array + const lastMessage = messages[messages.length - 1]; + if (lastMessage.childrenIds.length !== 0) { + return false; + } + + // First message's parent should be null + const firstMessage = messages[0]; + if (firstMessage.parentId !== null) { + return false; + } + + // Every message's content should be a string + for (let message of messages) { + if (typeof message.content !== 'string') { + return false; + } + } + + return true; +}; + export const convertOpenAIChats = (_chats) => { // Create a list of dictionaries with each conversation from import const chats = []; + let failed = 0; for (let convo of _chats) { const chat = convertOpenAIMessages(convo); - if (Object.keys(chat.history.messages).length > 0) { + if (validateChat(chat)) { chats.push({ id: convo['id'], user_id: '', @@ -259,7 +298,8 @@ export const convertOpenAIChats = (_chats) => { chat: chat, timestamp: convo['timestamp'] }); - } + } else { failed ++} } + console.log(failed, "Conversations could not be imported"); return chats; };