From d538b86ecfbd6bf364bd53e1b4d2d3e1bd4ba956 Mon Sep 17 00:00:00 2001 From: Allan Niemerg Date: Mon, 18 Dec 2023 13:25:32 -0600 Subject: [PATCH] add notebook to examine synthetic interactions --- .../Examine Synthetic Interactions-2.ipynb | 173 ++++++++++++++++++ .../synthetic/os_syn-datasyntype_2.pdf | Bin 0 -> 1698058 bytes 2 files changed, 173 insertions(+) create mode 100644 agent_synthesis/Examine Synthetic Interactions-2.ipynb create mode 100644 agent_synthesis/synthetic/os_syn-datasyntype_2.pdf diff --git a/agent_synthesis/Examine Synthetic Interactions-2.ipynb b/agent_synthesis/Examine Synthetic Interactions-2.ipynb new file mode 100644 index 0000000..0598827 --- /dev/null +++ b/agent_synthesis/Examine Synthetic Interactions-2.ipynb @@ -0,0 +1,173 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "545f5ee4", + "metadata": {}, + "outputs": [], + "source": [ + "import pickle\n", + "from collections import Counter\n", + "import matplotlib.pyplot as plt\n", + "from langchain.schema import HumanMessage, AIMessage, SystemMessage\n", + "import json" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "ae886211", + "metadata": {}, + "outputs": [], + "source": [ + "# Replace 'your_file.json' with the path to your JSON file\n", + "file_path = '/Users/allanniemerg/spikes/agentbenchwork/os_syn-datasyntype_2.json'\n", + "\n", + "# Read the JSON file and convert it to a Python object\n", + "with open(file_path, 'r') as file:\n", + " conversations = json.load(file)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "11053574", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1082" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(conversations)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "af8a56f0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'conversations': [{'from': 'human',\n", + " 'value': \"Now, I will start a new problem in a new OS. My problem is:\\n\\nI'd like to know how many files in my home directory were modified in the last 7 days.\",\n", + " 'loss': False},\n", + " {'from': 'gpt',\n", + " 'value': \"Think: To find out how many files were modified in the last week, I would use the 'find' command, specifying the home directory, modification time of 7 days, and file type as regular files.\\n\\nAct: bash\\n\\n```bash\\nfind ~ -type f -mtime -7\\n```\",\n", + " 'loss': True},\n", + " {'from': 'human',\n", + " 'value': 'The output of the OS:\\n\\n/root/project1/task1.txt\\r\\n/root/song2.mp3\\r\\n/root/project2/report.docx\\r\\n\\x1b]0;root@2da38cafd6c5: /\\x07root@2da38cafd6c5:/# \\x1b[K',\n", + " 'loss': False},\n", + " {'from': 'gpt',\n", + " 'value': 'Think: Now I have the list of all the files modified within the last 7 days. I will now count the number of files by piping my previous command to wc -l\\n\\nAct: bash\\n\\n```bash\\nfind ~ -type f -mtime -7 | wc -l\\n```',\n", + " 'loss': True},\n", + " {'from': 'human',\n", + " 'value': 'The output of the OS:\\n\\n3\\r\\n\\x1b]0;root@2da38cafd6c5: /\\x07root@2da38cafd6c5:/# \\x1b[K',\n", + " 'loss': False},\n", + " {'from': 'gpt',\n", + " 'value': 'Think: Now I get the answer, it is 3.\\n\\nAct: answer(3)',\n", + " 'loss': True}]}" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "conversations[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "7bfe9d6b", + "metadata": {}, + "outputs": [], + "source": [ + "import html\n", + "from IPython.display import HTML, display\n", + "import pdfkit\n", + "import html\n", + "\n", + "def format_single_chat(chat_data):\n", + " formatted_html = '
'\n", + "\n", + " # Loop through the conversation\n", + " for message in chat_data[\"conversations\"]:\n", + " # Depending on the message origin, use a different background color\n", + " side = message['from']\n", + " bg_color = \"#f0f0f0\" if side == \"human\" else \"#d1e7fd\"\n", + " escaped_text = html.escape(message['value'].strip())\n", + "\n", + " formatted_html += (\n", + " f'
'\n", + " f'{ side }: '\n", + " f'{escaped_text}'\n", + " '
'\n", + " )\n", + "\n", + " formatted_html += '
'\n", + " return formatted_html\n", + "\n", + "def save_chats_to_pdf(list_of_chat_histories, filename):\n", + " combined_html = \"\"\n", + " for chat_history in list_of_chat_histories:\n", + " combined_html += format_single_chat(chat_history)\n", + " \n", + " # Generate PDF from the combined HTML content\n", + " pdfkit.from_string(combined_html, filename)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "c3608e0e", + "metadata": {}, + "outputs": [], + "source": [ + "save_chats_to_pdf(conversations, \"./synthetic/os_syn-datasyntype_2.pdf\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8ac276fd", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/agent_synthesis/synthetic/os_syn-datasyntype_2.pdf b/agent_synthesis/synthetic/os_syn-datasyntype_2.pdf new file mode 100644 index 0000000000000000000000000000000000000000..60f414242f26c7e9b80d7bf669d1eb86d6736d2f GIT binary patch literal 1698058 zcmdRWbyQtnvL>zx4uRnA?h@RCy9DRr?he7--CYvggS$&`3-0c2bIDJ-`}Lcdet*rH zwaz|r&)&7GzN&lIs^Tk1<%C6P8R=Ny7zr2%to6;{czEFGl}sHh00a~-uat1~LUsT> z2Wz{xClF^4a}W~{2M|jT3*gxr#0JC=#0Z1{gaL#Ogb{=ZcxD5xkh8NkbTk0`u|ys? zkpP4R_=*EK*#8n}YHcN~=K$P8n2U*liJ6g!k%N($iJ66ymVu3&fq|S7j+Yk>U}gBG z5%WK5=4t~Vpcip*5L0vju7{&n6d-W0b9}pzCSagrV1lDJ&?8`^V*n~H@W)j^LXp5o z&%*xq96ft;0(u#1E5JX*v-~MulU`2G!2w`rML;hMa56OjD2NGa{iOrzzv&>SXAG1m zr)LMSav)#=zE%KkX>H{Ie6%Ov_~TgtU~lbcX8^D#U}X5?69FqLYv6mvH?)BZqydJe zdVk>=>;7_!khO)iouZAN0f6AmOL9VrHUw|lzwHdX{fFAW zpN;?eK+I0h^-bhIVEesXOi_>E4O)fY@BXqKDEMuvDA1DMvqael*#6i;l%0V6@9Ao? 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