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================================ Human Message =================================

What was the annual failure rate of the ST8000NM000A drive model in Q3 2024?
================================== Ai Message ==================================
Tool Calls:
  sql_db_list_tables (call_LLdny3ctJeEkZQOdFVfCuLhw)
 Call ID: call_LLdny3ctJeEkZQOdFVfCuLhw
  Args:
================================= Tool Message =================================
Name: sql_db_list_tables

metadaddy

================================ Human Message =================================

What is the annual failure rate of the ST4000DM000 drive model?
================================== Ai Message ==================================
Tool Calls:
  sql_db_list_tables (call_BYVEqCmtF2zbEDwPyHlps2in)
 Call ID: call_BYVEqCmtF2zbEDwPyHlps2in
  Args:
================================= Tool Message =================================
Name: sql_db_list_tables

metadaddy

================================ Human Message =================================

Each drive has its own serial number. What is the annualized failure rate of the ST4000DM000 drive model?
================================== Ai Message ==================================
Tool Calls:
  sql_db_list_tables (call_ShVR0SwihRgw2hzPpdMXGyxn)
 Call ID: call_ShVR0SwihRgw2hzPpdMXGyxn
  Args:
================================= Tool Message =================================
Name: sql_db_list_tables

metadaddy

================================ Human Message =================================

Each drive has its own serial number. How many drives did each data center have on 9/1/2024?
================================== Ai Message ==================================
Tool Calls:
  sql_db_list_tables (call_e8gfZp1frECuMjDEjXt13wj4)
 Call ID: call_e8gfZp1frECuMjDEjXt13wj4
  Args:
================================= Tool Message =================================
Name: sql_db_list_tables

metadaddy

import asyncio
import datetime
import functools

from dotenv import load_dotenv
from aiobotocore.session import get_session

ITERATIONS = 100

# Set the following environment variables, or add them to a .env file

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import argparse
from datetime import datetime, MINYEAR, timezone

import boto3
from dotenv import load_dotenv


def list_objects(client, bucket_name, prefix=''):
    """
    Python generator to allow easy iteration over object versions, making

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<?php

// PHP sample code to show multipart file upload using the B2 Native API

// User supplies optional -v for verbose output from curl, then bucket name 
// and path to local file
$rest_index = null;
$opts = getopt("v::", [], $rest_index);
$args = array_slice($argv, $rest_index);

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# MIT License
#
# Copyright (c) 2023 Backblaze, Inc.
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:

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import copy
import os
import re

from datetime import date
from io import BytesIO
from zipfile import ZipFile

import pyarrow as pa
import pyarrow.csv as csv

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# Backblaze wants developers and organization to copy and re-use our
# code examples, so we make the samples available by several different
# licenses.  One option is the MIT license (below).  Other options are
# available here:
#
# https://www.backblaze.com/using_b2_code.html
#
#
# The MIT License (MIT)
#