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{
"cells": [
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"import re\n",
"import pandas as pd\n",
"\n",
"# Function to extract log entries with specified pattern and check for 429 errors\n",
"def extract_429_error_log_entries(file_path):\n",
" with open(file_path, 'r') as file:\n",
" log_entries = file.readlines()\n",
" \n",
" log_data = []\n",
" pattern = re.compile(r'(\\d{4}-\\d{2}-\\d{2} \\d{2}:\\d{2}:\\d{2},\\d{3}) - ERROR - tool_handler Tool call failed:')\n",
" \n",
" for i in range(len(log_entries)):\n",
" entry = log_entries[i]\n",
" match = pattern.match(entry)\n",
" if match:\n",
" # Check within the next 100 lines for a 429 error\n",
" for j in range(i + 1, min(i + 100, len(log_entries))):\n",
" if '<h1>429</h1>' in log_entries[j]:\n",
" next_timestamp_match = re.match(r'\\d{4}-\\d{2}-\\d{2} \\d{2}:\\d{2}:\\d{2},\\d{3}', log_entries[j + 1]) if j + 1 < len(log_entries) else None\n",
" next_timestamp = next_timestamp_match.group() if next_timestamp_match else None\n",
" log_data.append({\n",
" 'Timestamp': match.group(1),\n",
" 'Log Entry': entry.strip(),\n",
" '429 Error Entry': log_entries[j].strip(),\n",
" })\n",
" break\n",
" \n",
" return pd.DataFrame(log_data)\n"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"# Extract the log entries matching the specified pattern and containing 429 errors\n",
"file_path = 'paste_v2.txt'\n",
"error_429_log_df = extract_429_error_log_entries(file_path)\n"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Timestamp</th>\n",
" <th>Log Entry</th>\n",
" <th>429 Error Entry</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>2024-06-25 06:39:01,261</td>\n",
" <td>2024-06-25 06:39:01,261 - ERROR - tool_handler...</td>\n",
" <td><h1>429</h1></td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2024-06-25 06:39:03,968</td>\n",
" <td>2024-06-25 06:39:03,968 - ERROR - tool_handler...</td>\n",
" <td><h1>429</h1></td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>2024-06-25 06:39:06,904</td>\n",
" <td>2024-06-25 06:39:06,904 - ERROR - tool_handler...</td>\n",
" <td><h1>429</h1></td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>2024-06-25 07:52:06,830</td>\n",
" <td>2024-06-25 07:52:06,830 - ERROR - tool_handler...</td>\n",
" <td><h1>429</h1></td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>2024-06-25 07:52:09,671</td>\n",
" <td>2024-06-25 07:52:09,671 - ERROR - tool_handler...</td>\n",
" <td><h1>429</h1></td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>2024-06-25 07:52:33,216</td>\n",
" <td>2024-06-25 07:52:33,216 - ERROR - tool_handler...</td>\n",
" <td><h1>429</h1></td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>2024-06-25 07:52:35,952</td>\n",
" <td>2024-06-25 07:52:35,952 - ERROR - tool_handler...</td>\n",
" <td><h1>429</h1></td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>2024-06-25 07:54:39,687</td>\n",
" <td>2024-06-25 07:54:39,687 - ERROR - tool_handler...</td>\n",
" <td><h1>429</h1></td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>2024-06-25 07:54:42,478</td>\n",
" <td>2024-06-25 07:54:42,478 - ERROR - tool_handler...</td>\n",
" <td><h1>429</h1></td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>2024-06-25 07:57:06,539</td>\n",
" <td>2024-06-25 07:57:06,539 - ERROR - tool_handler...</td>\n",
" <td><h1>429</h1></td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>2024-06-25 08:14:07,060</td>\n",
" <td>2024-06-25 08:14:07,060 - ERROR - tool_handler...</td>\n",
" <td><h1>429</h1></td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>2024-06-25 08:14:10,071</td>\n",
" <td>2024-06-25 08:14:10,071 - ERROR - tool_handler...</td>\n",
" <td><h1>429</h1></td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>2024-06-25 08:14:12,738</td>\n",
" <td>2024-06-25 08:14:12,738 - ERROR - tool_handler...</td>\n",
" <td><h1>429</h1></td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" Timestamp \\\n",
"0 2024-06-25 06:39:01,261 \n",
"1 2024-06-25 06:39:03,968 \n",
"2 2024-06-25 06:39:06,904 \n",
"3 2024-06-25 07:52:06,830 \n",
"4 2024-06-25 07:52:09,671 \n",
"5 2024-06-25 07:52:33,216 \n",
"6 2024-06-25 07:52:35,952 \n",
"7 2024-06-25 07:54:39,687 \n",
"8 2024-06-25 07:54:42,478 \n",
"9 2024-06-25 07:57:06,539 \n",
"10 2024-06-25 08:14:07,060 \n",
"11 2024-06-25 08:14:10,071 \n",
"12 2024-06-25 08:14:12,738 \n",
"\n",
" Log Entry 429 Error Entry \n",
"0 2024-06-25 06:39:01,261 - ERROR - tool_handler... <h1>429</h1> \n",
"1 2024-06-25 06:39:03,968 - ERROR - tool_handler... <h1>429</h1> \n",
"2 2024-06-25 06:39:06,904 - ERROR - tool_handler... <h1>429</h1> \n",
"3 2024-06-25 07:52:06,830 - ERROR - tool_handler... <h1>429</h1> \n",
"4 2024-06-25 07:52:09,671 - ERROR - tool_handler... <h1>429</h1> \n",
"5 2024-06-25 07:52:33,216 - ERROR - tool_handler... <h1>429</h1> \n",
"6 2024-06-25 07:52:35,952 - ERROR - tool_handler... <h1>429</h1> \n",
"7 2024-06-25 07:54:39,687 - ERROR - tool_handler... <h1>429</h1> \n",
"8 2024-06-25 07:54:42,478 - ERROR - tool_handler... <h1>429</h1> \n",
"9 2024-06-25 07:57:06,539 - ERROR - tool_handler... <h1>429</h1> \n",
"10 2024-06-25 08:14:07,060 - ERROR - tool_handler... <h1>429</h1> \n",
"11 2024-06-25 08:14:10,071 - ERROR - tool_handler... <h1>429</h1> \n",
"12 2024-06-25 08:14:12,738 - ERROR - tool_handler... <h1>429</h1> "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"display(error_429_log_df)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": ".venv",
"language": "python",
"name": "python3"
},
"language_info": {
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"file_extension": ".py",
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|