Analyze Data.ipynb

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    "# Phase 2: Analyze Data\n",
    "\n",
    "Now that we have data on Databricks VM usage, we can analyze that data to understand how many VM's are being used and when they are being used.\n",
    "With this data, we can see how we might optimize our compute configuration. We can also estimate how big our VM instance pools should be to\n",
    "statisfy the compute requirements of our jobs."
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   "source": [
    "import pyspark.sql.functions as F\n",
    "\n",
    "delta_location = \"dbfs:/vm-observation\"\n",
    "\n",
    "observations = spark.read.format(\"delta\").load(delta_location + \"/gold/observations\")"
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     "title": "Workspaces With Most Usage"
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       "  }\n",
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       "  }\n",
       "</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>subscriptionId</th><th>workspaceName</th><th>total_vm_minutes</th></tr></thead><tbody><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>adbx_pool_sizer</td><td>15507</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>adbx_jeremy</td><td>392</td></tr></tbody></table></div>"
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    "display(observations.groupBy(\"subscriptionId\", \"workspaceName\").agg(F.sum(\"count\").alias(\"total_vm_minutes\")).orderBy(F.col(\"total_vm_minutes\").desc()))"
   ]
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     "title": "Databricks Jobs With Most Usage"
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       "</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>subscriptionId</th><th>workspaceName</th><th>JobName</th><th>total_vm_minutes</th></tr></thead><tbody><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>adbx_pool_sizer</td><td>jp-adbx-job-quick</td><td>7646</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>adbx_pool_sizer</td><td>short - mid-size cluster</td><td>7111</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>adbx_pool_sizer</td><td>null</td><td>655</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>adbx_jeremy</td><td>null</td><td>392</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>adbx_pool_sizer</td><td>short - single-node</td><td>95</td></tr></tbody></table></div>"
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         "type": "\"string\""
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    "display(observations.groupBy(\"subscriptionId\", \"workspaceName\", \"JobName\").agg(F.sum(\"count\").alias(\"total_vm_minutes\")).orderBy(F.col(\"total_vm_minutes\").desc()))"
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       "</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>subscriptionId</th><th>workspaceName</th><th>vmSize</th><th>total_vm_minutes</th></tr></thead><tbody><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>7741</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>7111</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>adbx_pool_sizer</td><td>Standard_DS12_v2</td><td>655</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>adbx_jeremy</td><td>Standard_DS3_v2</td><td>222</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>adbx_jeremy</td><td>Standard_F16s_v2</td><td>148</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>adbx_jeremy</td><td>Standard_F16</td><td>13</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>adbx_jeremy</td><td>Standard_DS4_v2</td><td>9</td></tr></tbody></table></div>"
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         "type": "\"string\""
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         "metadata": "{}",
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    "display(observations.groupBy(\"subscriptionId\", \"workspaceName\", \"vmSize\").agg(F.sum(\"count\").alias(\"total_vm_minutes\")).orderBy(F.col(\"total_vm_minutes\").desc()))"
   ]
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       "\n",
       "<!DOCTYPE html>\n",
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       "<body><div class=\"markdown\"><table>\n",
       "<thead><tr><th></th><th></th><th></th><th style=\"text-align: left\">Job Name</th><th>Total VM<br />Minutes</th><th>Concurrent<br/>VMs - Max</th><th>Concurrent<br/>VMs - Min</th><th>Total<br />Minutes</th><th>VMs per<br />Minute</th><th>Number<br />of Runs</th></tr></thead>\n",
       "<tbody>\n",
       "<tr class=\"s\"><td colspan=\"10\">Subscription: 6de50f6f-dc7e-431d-96ea-53da23ade313</td></tr><tr class=\"w\"><td></td><td colspan=\"9\">Workspace: adbx_jeremy</td></tr><tr class=\"v\"><td></td><td></td><td colspan=\"8\">VM SKU: Standard_DS3_v2</td></tr><tr><td></td><td></td><td></td><td>[non-job cluster]</td><td>222</td><td>1</td><td>1</td><td>1,297</td><td>0.17</td><td>-</td></tr><tr class=\"v\"><td></td><td></td><td colspan=\"8\">VM SKU: Standard_DS4_v2</td></tr><tr><td></td><td></td><td></td><td>[non-job cluster]</td><td>9</td><td>1</td><td>1</td><td>9</td><td>1.00</td><td>-</td></tr><tr class=\"v\"><td></td><td></td><td colspan=\"8\">VM SKU: Standard_F16</td></tr><tr><td></td><td></td><td></td><td>[non-job cluster]</td><td>13</td><td>1</td><td>1</td><td>13</td><td>1.00</td><td>-</td></tr><tr class=\"v\"><td></td><td></td><td colspan=\"8\">VM SKU: Standard_F16s_v2</td></tr><tr><td></td><td></td><td></td><td>[non-job cluster]</td><td>148</td><td>1</td><td>1</td><td>351</td><td>0.42</td><td>-</td></tr><tr class=\"w\"><td></td><td colspan=\"9\">Workspace: adbx_pool_sizer</td></tr><tr class=\"v\"><td></td><td></td><td colspan=\"8\">VM SKU: Standard_D3_v2</td></tr><tr><td></td><td></td><td></td><td>jp-adbx-job-quick</td><td>7,646</td><td>2</td><td>1</td><td>2,832</td><td>2.70</td><td>142</td></tr><tr><td></td><td></td><td></td><td>short - single-node</td><td>95</td><td>1</td><td>1</td><td>2,180</td><td>0.04</td><td>3</td></tr><tr class=\"v\"><td></td><td></td><td colspan=\"8\">VM SKU: Standard_DS12_v2</td></tr><tr><td></td><td></td><td></td><td>[non-job cluster]</td><td>655</td><td>2</td><td>1</td><td>329</td><td>1.99</td><td>-</td></tr><tr class=\"v\"><td></td><td></td><td colspan=\"8\">VM SKU: Standard_DS4_v2</td></tr><tr><td></td><td></td><td></td><td>short - mid-size cluster</td><td>7,111</td><td>2</td><td>1</td><td>2,818</td><td>2.52</td><td>183</td></tr></tbody></table></div></body></html>"
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    "summary = observations \\\n",
    "            .groupBy(\"subscriptionId\", \"workspaceName\", \"vmSize\", \"JobName\") \\\n",
    "            .agg(F.sum(\"count\").alias(\"count\"), F.min(\"date\").alias(\"start\"), F.max(\"date\").alias(\"end\"), F.max(\"count\").alias(\"count_max\"), F.min(\"count\").alias(\"count_min\"), F.countDistinct(\"ClusterName\").alias(\"cluster_count\")) \\\n",
    "            .withColumn(\"minutes\", F.expr(\"((unix_timestamp(end) - unix_timestamp(start)) / 60) + 1\")) \\\n",
    "            .withColumn(\"vms_per_min\", F.expr(\"count / minutes\")) \\\n",
    "            .orderBy(\"subscriptionId\", \"workspaceName\", \"vmSize\", F.col(\"count\").desc())\n",
    "\n",
    "data = summary.collect()\n",
    "\n",
    "subscriptionId = \"\"\n",
    "workspaceName = \"\"\n",
    "vmSize = \"\"\n",
    "\n",
    "htmlCode = \"\"\"\n",
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    "body {font-family: -apple-system,BlinkMacSystemFont,Segoe UI,Roboto,Helvetica Neue,Arial,Noto Sans,sans-serif,Apple Color Emoji,Segoe UI Emoji,Segoe UI Symbol,Noto Color Emoji,FontAwesome;}\n",
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    "tr.v td {font-size: 10pt; background-color: #eeeeee;}\n",
    "</style>\n",
    "<body><div class=\"markdown\"><table>\n",
    "<thead><tr><th></th><th></th><th></th><th style=\\\"text-align: left\\\">Job Name</th><th>Total VM<br />Minutes</th><th>Concurrent<br/>VMs - Max</th><th>Concurrent<br/>VMs - Min</th><th>Total<br />Minutes</th><th>VMs per<br />Minute</th><th>Number<br />of Runs</th></tr></thead>\n",
    "<tbody>\n",
    "\"\"\"\n",
    "\n",
    "for row in data:\n",
    "    if row[0] != subscriptionId:\n",
    "        subscriptionId = row[0]\n",
    "        htmlCode += f\"<tr class=\\\"s\\\"><td colspan=\\\"10\\\">Subscription: {subscriptionId}</td></tr>\"\n",
    "\n",
    "    if row[1] != workspaceName:\n",
    "        workspaceName = row[1]\n",
    "        htmlCode += f\"<tr class=\\\"w\\\"><td></td><td colspan=\\\"9\\\">Workspace: {workspaceName}</td></tr>\"\n",
    "\n",
    "    if row[2] != vmSize:\n",
    "        vmSize = row[2]\n",
    "        htmlCode += f\"<tr class=\\\"v\\\"><td></td><td></td><td colspan=\\\"8\\\">VM SKU: {vmSize}</td></tr>\"\n",
    "\n",
    "    jobName = row[3] if row[3] else \"[non-job cluster]\"\n",
    "    run_count = format(row[9], \",\") if row[3] else \"-\"\n",
    "    htmlCode += f\"<tr><td></td><td></td><td></td><td>{jobName}</td><td>{row[4]:,}</td><td>{row[7]:,}</td><td>{row[8]:,}</td><td>{int(row[10]):,}</td><td>{row[11]:.2f}</td><td>{run_count}</td></tr>\"\n",
    "\n",
    "htmlCode += \"</tbody></table></div></body></html>\"\n",
    "\n",
    "displayHTML(htmlCode)"
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   "source": [
    "## Analyzing Usage for Frequently Occuring Jobs\n",
    "Analysis above looks at all VM usage in Databricks, including VM's that aren't part of on-demand job clusters.  This is useful data\n",
    "to understand Databricks compute consumption across an entire enterprise.  However, to make progress, we need to re-focus on our\n",
    "core purpose here:  We want to increase the resiliency of our regularly occuring Databricks jobs.  We will do this by identifying\n",
    "jobs that are currently powered by on-demand job clusters and move those to Instance Pools.  Therefore, we do not need to be concerned\n",
    "about interactive clusters or jobs that are already running with Instance Pools.  We also don't need to worry about jobs that run\n",
    "sporadically.\n",
    "\n",
    "To that end, the rest of the analysis in this notebook will focus only on \"frequent jobs\".  These are jobs that appear often in the\n",
    "logs during the period of time for which we gathered usage data."
   ]
  },
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   "source": [
    "dates = observations.agg(F.min(\"date\"), F.max(\"date\")).collect()[0]\n",
    "range_start = dates[0]\n",
    "range_end   = dates[1]\n",
    "range_minutes = (range_end - range_start).total_seconds() / 60\n",
    "\n",
    "frequent_jobs = observations \\\n",
    "                    .groupBy(\"subscriptionId\", \"location\", \"workspaceName\", \"vmSize\", \"JobName\") \\\n",
    "                    .agg(F.min(\"date\").alias(\"start\"), F.max(\"date\").alias(\"end\")) \\\n",
    "                    .withColumn(\"minutes\", F.expr(\"((unix_timestamp(end) - unix_timestamp(start)) / 60) + 1\")) \\\n",
    "                    .withColumn(\"percentage\", F.col(\"minutes\") / F.lit(range_minutes)) \\\n",
    "                    .filter(\"JobName IS NOT NULL AND vmSize IS NOT NULL AND percentage > 0.75\")"
   ]
  },
  {
   "cell_type": "markdown",
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   "source": [
    "### VM SKU Variety\n",
    "Each Instance Pool in Databricks can only contain one type of VM.  If we are using many different types of VM's, then we will have to\n",
    "create many instance pools.  That can create extra management overhead.  It can also reduce the efficiency of our pools because spare\n",
    "VM's from one instance pool cannot be used to fill demand in another pool.\n",
    "\n",
    "Therefore, to make our instance pools more efficient, we should consider reducing the number of SKU's that we use as much as possible.\n",
    "In some cases, you may have done very careful testing to select the exact VM SKU that optimizes your workload.  But in other cases\n",
    "(and it seems to be the most common case), a data engineer may have just blindly selected a VM type without putting any thought into it.\n",
    "For these jobs, we might consider changing the VM type and consolidating many jobs into just a few VM types.\n",
    "\n",
    "In the report, a red exclamation mark (❗) is used to indicate an older version of a VM type if you are also using a newer version of\n",
    "that same type.  The report also highlights usage of the \"Standard_DS3_v2\" VM type.  There's nothing wrong with this VM type (it's great, actually!),\n",
    "but it's the default option when creating a compute cluster in Azure Databricks.  It is highlighted simply to illustrate how often your data\n",
    "engineers simply accept the default instead of carefully selecting a VM type."
   ]
  },
  {
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   "metadata": {
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     "nuid": "b3fe5b41-fe0f-4149-990c-421fe521b047",
     "showTitle": true,
     "title": "VM SKU Variety"
    }
   },
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/html": [
       "\n",
       "<!DOCTYPE html>\n",
       "<meta charset=\"utf-8\">\n",
       "<style>\n",
       "body {font-family: -apple-system,BlinkMacSystemFont,Segoe UI,Roboto,Helvetica Neue,Arial,Noto Sans,sans-serif,Apple Color Emoji,Segoe UI Emoji,Segoe UI Symbol,Noto Color Emoji,FontAwesome;}\n",
       "table {border-collapse: collapse;}\n",
       "th, td {font-size: 9pt; min-width: 18pt; padding: 2pt;}\n",
       "td:nth-child(5), td:nth-child(6), td:nth-child(7), td:nth-child(8) {text-align: right; min-width: 54pt}\n",
       "td:nth-child(9), td:nth-child(10), td:nth-child(11) {text-align: center; min-width: 54pt}\n",
       "tr.s td {font-size: 12pt; font-weight: bold; background-color: #cccccc;}\n",
       "tr.w td {font-size: 11pt; font-weight: bold; background-color: #dddddd;}\n",
       "tr.v td {font-size: 10pt; background-color: #eeeeee;}\n",
       "tr.highlight td {background-color: orange; color: white}\n",
       "</style>\n",
       "<body><div class=\"markdown\"><table>\n",
       "<thead><tr><th></th><th></th><th></th><th style=\"text-align: left\">VM SKU</th><th>Total VM<br />Minutes</th><th>Job<br/>Count</th><th>vCPUs</th><th>Memory</th><th>Premium<br/>Storage</th><th>AMD<br />processor</th><th>Local<br />Temp Disk</th></tr></thead>\n",
       "<tbody>\n",
       "<tr class=\"s\"><td colspan=\"11\">Subscription: 6de50f6f-dc7e-431d-96ea-53da23ade313</td></tr><tr class=\"w\"><td></td><td colspan=\"10\">Workspace: adbx_pool_sizer</td></tr><tr class=\"v\"><td></td><td></td><td colspan=\"9\"><b>General purpose series</b><br /><span style=\"font-size: 8pt; font-weight: normal\">Balanced CPU-to-memory ratio. Ideal for testing and development, small to medium databases, and low to medium traffic web servers.</span></td></tr><tr><td></td><td></td><td></td><td>Standard_D3_v2</td><td>7,741</td><td>2</td><td>4</td><td>14</td><td></td><td></td><td></td></tr><tr><td></td><td></td><td></td><td>Standard_DS4_v2</td><td>7,111</td><td>1</td><td>8</td><td>28</td><td></td><td></td><td></td></tr></tbody></table></div></body></html>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from pyspark.sql.window import Window\n",
    "\n",
    "vm_skus = spark.read.format(\"delta\").load(delta_location + \"/silver/vm_skus\")\n",
    "\n",
    "sku_usage = observations \\\n",
    "                .join(frequent_jobs, on=[\"subscriptionId\", \"location\", \"workspaceName\", \"vmSize\", \"JobName\"], how=\"inner\") \\\n",
    "                .groupBy(\"subscriptionId\", \"location\", \"workspaceName\", \"vmSize\") \\\n",
    "                .agg(F.countDistinct(\"JobName\").alias(\"job_count\"), F.sum(\"count\").alias(\"count\"))\n",
    "\n",
    "order_by_cols = [\"subscriptionId\", \"workspaceName\", \"series\", \"family\", \"number_of_cores\", \"vmSize\"]\n",
    "window_spec = Window.partitionBy(\"subscriptionId\", \"workspaceName\", \"series\").orderBy(order_by_cols)\n",
    "\n",
    "sku_usage = sku_usage \\\n",
    "                .join(vm_skus, (sku_usage.subscriptionId == vm_skus.subscription_id) & (sku_usage.location == vm_skus.location) & (sku_usage.vmSize == vm_skus.name), how=\"left_outer\") \\\n",
    "                .withColumn(\"next_name_without_version\", F.lead(\"name_without_version\").over(window_spec)) \\\n",
    "                .orderBy(order_by_cols) \\\n",
    "                .selectExpr(\"subscriptionId\", \"workspaceName\", \"COALESCE(series, 'Unknown') AS series\", \"family\", \"vmSize\", \"next_name_without_version\", \"name_without_version\", \"description\", \"count\", \"job_count\", \"number_of_cores\", \"memory_in_gb\", \"has_premium_storage\", \"is_amd\", \"has_local_temp_disk\")\n",
    "\n",
    "data = sku_usage.collect()\n",
    "\n",
    "subscriptionId = \"\"\n",
    "workspaceName = \"\"\n",
    "series = \"\"\n",
    "\n",
    "htmlCode = \"\"\"\n",
    "<!DOCTYPE html>\n",
    "<meta charset=\"utf-8\">\n",
    "<style>\n",
    "body {font-family: -apple-system,BlinkMacSystemFont,Segoe UI,Roboto,Helvetica Neue,Arial,Noto Sans,sans-serif,Apple Color Emoji,Segoe UI Emoji,Segoe UI Symbol,Noto Color Emoji,FontAwesome;}\n",
    "table {border-collapse: collapse;}\n",
    "th, td {font-size: 9pt; min-width: 18pt; padding: 2pt;}\n",
    "td:nth-child(5), td:nth-child(6), td:nth-child(7), td:nth-child(8) {text-align: right; min-width: 54pt}\n",
    "td:nth-child(9), td:nth-child(10), td:nth-child(11) {text-align: center; min-width: 54pt}\n",
    "tr.s td {font-size: 12pt; font-weight: bold; background-color: #cccccc;}\n",
    "tr.w td {font-size: 11pt; font-weight: bold; background-color: #dddddd;}\n",
    "tr.v td {font-size: 10pt; background-color: #eeeeee;}\n",
    "tr.highlight td {background-color: orange; color: white}\n",
    "</style>\n",
    "<body><div class=\"markdown\"><table>\n",
    "<thead><tr><th></th><th></th><th></th><th style=\\\"text-align: left\\\">VM SKU</th><th>Total VM<br />Minutes</th><th>Job<br/>Count</th><th>vCPUs</th><th>Memory</th><th>Premium<br/>Storage</th><th>AMD<br />processor</th><th>Local<br />Temp Disk</th></tr></thead>\n",
    "<tbody>\n",
    "\"\"\"\n",
    "\n",
    "for row in data:\n",
    "    row_dict = row.asDict()\n",
    "    if row[0] != subscriptionId:\n",
    "        subscriptionId = row[0]\n",
    "        htmlCode += f\"<tr class=\\\"s\\\"><td colspan=\\\"11\\\">Subscription: {subscriptionId}</td></tr>\"\n",
    "\n",
    "    if row[1] != workspaceName:\n",
    "        workspaceName = row[1]\n",
    "        htmlCode += f\"<tr class=\\\"w\\\"><td></td><td colspan=\\\"10\\\">Workspace: {workspaceName}</td></tr>\"\n",
    "\n",
    "    if row[2] != series:\n",
    "        series = row[2]\n",
    "        htmlCode += f\"<tr class=\\\"v\\\"><td></td><td></td><td colspan=\\\"9\\\">\"\n",
    "        htmlCode += f\"<b>{series} series</b><br />\"\n",
    "        htmlCode += f\"<span style=\\\"font-size: 8pt; font-weight: normal\\\">{row_dict['description']}</span></td></tr>\"\n",
    "\n",
    "    htmlCode += f\"<tr{' class=''highlight''' if row_dict['vmSize'] == 'Standard_DS3_v2' else ''}><td></td><td></td><td></td>\"\n",
    "    htmlCode += f\"<td>{row_dict['vmSize']}{' &#10071;' if row_dict['name_without_version'] == row_dict['next_name_without_version'] else ''}</td>\"\n",
    "    htmlCode += f\"<td>{row_dict['count']:,}</td>\"\n",
    "    htmlCode += f\"<td>{row_dict['job_count']:,}</td>\"\n",
    "    htmlCode += f\"<td>{row_dict['number_of_cores']:,}</td>\"\n",
    "    htmlCode += f\"<td>{int(row_dict['memory_in_gb'])}</td>\"\n",
    "    htmlCode += f\"<td>{'&#9989;' if row_dict['has_premium_storage'] else ''}</td>\"\n",
    "    htmlCode += f\"<td>{'&#9989;' if row_dict['is_amd'] else ''}</td>\"\n",
    "    htmlCode += f\"<td>{'&#9989;' if row_dict['has_local_temp_disk'] else ''}</td>\"\n",
    "    htmlCode += f\"</tr>\"\n",
    "\n",
    "htmlCode += \"</tbody></table></div></body></html>\"\n",
    "\n",
    "displayHTML(htmlCode)"
   ]
  },
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  },
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   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/html": [
       "<style scoped>\n",
       "  .table-result-container {\n",
       "    max-height: 300px;\n",
       "    overflow: auto;\n",
       "  }\n",
       "  table, th, td {\n",
       "    border: 1px solid black;\n",
       "    border-collapse: collapse;\n",
       "  }\n",
       "  th, td {\n",
       "    padding: 5px;\n",
       "  }\n",
       "  th {\n",
       "    text-align: left;\n",
       "  }\n",
       "</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>subscriptionId</th><th>location</th><th>workspaceName</th><th>vmSize</th><th>JobName</th><th>JobId</th><th>ClusterName</th><th>RunName</th><th>total_count</th><th>vms_per_minute</th><th>start_date</th><th>end_date</th><th>run_minutes</th><th>previous_start_date</th><th>hours_between_starts</th></tr></thead><tbody><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-763745414404910-Job_cluster</td><td>jp-adbx-job-quick</td><td>34</td><td>1.4782608695652173</td><td>2023-11-07T16:10:00Z</td><td>2023-11-07T16:21:00Z</td><td>11.0</td><td>null</td><td>null</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-336466019112228-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-07T16:30:00Z</td><td>2023-11-07T16:41:00Z</td><td>11.0</td><td>2023-11-07T16:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-959910287994843-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-07T16:50:00Z</td><td>2023-11-07T17:01:00Z</td><td>11.0</td><td>2023-11-07T16:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-110053862942148-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-07T17:10:00Z</td><td>2023-11-07T17:21:00Z</td><td>11.0</td><td>2023-11-07T16:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-271185631302277-Job_cluster</td><td>jp-adbx-job-quick</td><td>58</td><td>1.2608695652173914</td><td>2023-11-07T17:30:00Z</td><td>2023-11-07T18:03:00Z</td><td>33.0</td><td>2023-11-07T17:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-796419401350927-Job_cluster</td><td>jp-adbx-job-quick</td><td>98</td><td>1.1395348837209303</td><td>2023-11-07T17:50:00Z</td><td>2023-11-07T19:03:00Z</td><td>73.0</td><td>2023-11-07T17:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-590149996369997-Job_cluster</td><td>jp-adbx-job-quick</td><td>39</td><td>1.5</td><td>2023-11-07T18:10:00Z</td><td>2023-11-07T18:22:00Z</td><td>12.0</td><td>2023-11-07T17:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-146577941861200-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-07T18:30:00Z</td><td>2023-11-07T18:41:00Z</td><td>11.0</td><td>2023-11-07T18:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-587415079999908-Job_cluster</td><td>jp-adbx-job-quick</td><td>52</td><td>1.2682926829268293</td><td>2023-11-07T18:50:00Z</td><td>2023-11-07T19:19:00Z</td><td>29.0</td><td>2023-11-07T18:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-402253656479278-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-07T19:10:00Z</td><td>2023-11-07T19:43:00Z</td><td>33.0</td><td>2023-11-07T18:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-838117150195194-Job_cluster</td><td>jp-adbx-job-quick</td><td>55</td><td>1.25</td><td>2023-11-07T19:30:00Z</td><td>2023-11-07T20:02:00Z</td><td>32.0</td><td>2023-11-07T19:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-569638494695211-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-07T19:50:00Z</td><td>2023-11-07T20:23:00Z</td><td>33.0</td><td>2023-11-07T19:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-647890126319544-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-07T20:10:00Z</td><td>2023-11-07T20:43:00Z</td><td>33.0</td><td>2023-11-07T19:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-842008434672644-Job_cluster</td><td>jp-adbx-job-quick</td><td>96</td><td>1.1294117647058823</td><td>2023-11-07T20:30:00Z</td><td>2023-11-07T21:43:00Z</td><td>73.0</td><td>2023-11-07T20:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-527986682919730-Job_cluster</td><td>jp-adbx-job-quick</td><td>35</td><td>1.4583333333333333</td><td>2023-11-07T20:50:00Z</td><td>2023-11-07T21:01:00Z</td><td>11.0</td><td>2023-11-07T20:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-6580341045438-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-07T21:10:00Z</td><td>2023-11-07T21:20:00Z</td><td>10.0</td><td>2023-11-07T20:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-158717623339506-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-07T21:30:00Z</td><td>2023-11-07T22:03:00Z</td><td>33.0</td><td>2023-11-07T21:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-1022520125373580-Job_cluster</td><td>jp-adbx-job-quick</td><td>78</td><td>1.1818181818181819</td><td>2023-11-07T21:50:00Z</td><td>2023-11-07T22:43:00Z</td><td>53.0</td><td>2023-11-07T21:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-694676705628508-Job_cluster</td><td>jp-adbx-job-quick</td><td>34</td><td>1.4782608695652173</td><td>2023-11-07T22:10:00Z</td><td>2023-11-07T22:21:00Z</td><td>11.0</td><td>2023-11-07T21:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-1088353131884974-Job_cluster</td><td>jp-adbx-job-quick</td><td>52</td><td>1.2682926829268293</td><td>2023-11-07T22:30:00Z</td><td>2023-11-07T22:59:00Z</td><td>29.0</td><td>2023-11-07T22:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-57281761939090-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-07T22:50:00Z</td><td>2023-11-07T23:23:00Z</td><td>33.0</td><td>2023-11-07T22:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-896999970052263-Job_cluster</td><td>jp-adbx-job-quick</td><td>98</td><td>1.1395348837209303</td><td>2023-11-07T23:10:00Z</td><td>2023-11-08T00:23:00Z</td><td>73.0</td><td>2023-11-07T22:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-489887820417846-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-07T23:30:00Z</td><td>2023-11-07T23:40:00Z</td><td>10.0</td><td>2023-11-07T23:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-1102190159683398-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-07T23:50:00Z</td><td>2023-11-08T00:00:00Z</td><td>10.0</td><td>2023-11-07T23:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-1038102659450106-Job_cluster</td><td>jp-adbx-job-quick</td><td>55</td><td>1.25</td><td>2023-11-08T00:10:00Z</td><td>2023-11-08T00:42:00Z</td><td>32.0</td><td>2023-11-07T23:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-602303414718454-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-08T00:30:00Z</td><td>2023-11-08T01:03:00Z</td><td>33.0</td><td>2023-11-08T00:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-659500600038617-Job_cluster</td><td>jp-adbx-job-quick</td><td>72</td><td>1.180327868852459</td><td>2023-11-08T00:50:00Z</td><td>2023-11-08T01:39:00Z</td><td>49.0</td><td>2023-11-08T00:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-126798086924518-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-08T01:10:00Z</td><td>2023-11-08T01:21:00Z</td><td>11.0</td><td>2023-11-08T00:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-464467594440782-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-08T01:30:00Z</td><td>2023-11-08T02:03:00Z</td><td>33.0</td><td>2023-11-08T01:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-334256967383301-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-08T01:50:00Z</td><td>2023-11-08T02:23:00Z</td><td>33.0</td><td>2023-11-08T01:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-963373986837479-Job_cluster</td><td>jp-adbx-job-quick</td><td>178</td><td>1.072289156626506</td><td>2023-11-08T02:10:00Z</td><td>2023-11-08T04:43:00Z</td><td>153.0</td><td>2023-11-08T01:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-50109390504262-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-08T02:30:00Z</td><td>2023-11-08T02:40:00Z</td><td>10.0</td><td>2023-11-08T02:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-415660099285259-Job_cluster</td><td>jp-adbx-job-quick</td><td>34</td><td>1.4782608695652173</td><td>2023-11-08T02:50:00Z</td><td>2023-11-08T03:01:00Z</td><td>11.0</td><td>2023-11-08T02:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-948627667286048-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-08T03:10:00Z</td><td>2023-11-08T03:21:00Z</td><td>11.0</td><td>2023-11-08T02:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-569157073584351-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-08T03:30:00Z</td><td>2023-11-08T03:41:00Z</td><td>11.0</td><td>2023-11-08T03:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-630830612420227-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-08T03:50:00Z</td><td>2023-11-08T04:01:00Z</td><td>11.0</td><td>2023-11-08T03:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-1074242580078339-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-08T04:10:00Z</td><td>2023-11-08T04:20:00Z</td><td>10.0</td><td>2023-11-08T03:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-824053234434217-Job_cluster</td><td>jp-adbx-job-quick</td><td>58</td><td>1.2608695652173914</td><td>2023-11-08T04:30:00Z</td><td>2023-11-08T05:03:00Z</td><td>33.0</td><td>2023-11-08T04:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-484111166665723-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-08T04:50:00Z</td><td>2023-11-08T05:23:00Z</td><td>33.0</td><td>2023-11-08T04:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-1068508427634571-Job_cluster</td><td>jp-adbx-job-quick</td><td>54</td><td>1.2857142857142858</td><td>2023-11-08T05:10:00Z</td><td>2023-11-08T05:39:00Z</td><td>29.0</td><td>2023-11-08T04:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-185065732821585-Job_cluster</td><td>jp-adbx-job-quick</td><td>96</td><td>1.1294117647058823</td><td>2023-11-08T05:30:00Z</td><td>2023-11-08T06:43:00Z</td><td>73.0</td><td>2023-11-08T05:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-790066973923933-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-08T05:50:00Z</td><td>2023-11-08T06:00:00Z</td><td>10.0</td><td>2023-11-08T05:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-710602393787327-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-08T06:10:00Z</td><td>2023-11-08T06:20:00Z</td><td>10.0</td><td>2023-11-08T05:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-1009910733401112-Job_cluster</td><td>jp-adbx-job-quick</td><td>54</td><td>1.2857142857142858</td><td>2023-11-08T06:30:00Z</td><td>2023-11-08T06:59:00Z</td><td>29.0</td><td>2023-11-08T06:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-350765089559247-Job_cluster</td><td>jp-adbx-job-quick</td><td>76</td><td>1.1692307692307693</td><td>2023-11-08T06:50:00Z</td><td>2023-11-08T07:43:00Z</td><td>53.0</td><td>2023-11-08T06:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-576565958574380-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-08T07:10:00Z</td><td>2023-11-08T07:20:00Z</td><td>10.0</td><td>2023-11-08T06:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-1079170099687566-Job_cluster</td><td>jp-adbx-job-quick</td><td>52</td><td>1.2682926829268293</td><td>2023-11-08T07:30:00Z</td><td>2023-11-08T07:59:00Z</td><td>29.0</td><td>2023-11-08T07:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-452226452587118-Job_cluster</td><td>jp-adbx-job-quick</td><td>55</td><td>1.25</td><td>2023-11-08T07:50:00Z</td><td>2023-11-08T08:22:00Z</td><td>32.0</td><td>2023-11-08T07:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-67750747889906-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-08T08:10:00Z</td><td>2023-11-08T08:39:00Z</td><td>29.0</td><td>2023-11-08T07:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-897878581226010-Job_cluster</td><td>jp-adbx-job-quick</td><td>72</td><td>1.180327868852459</td><td>2023-11-08T08:30:00Z</td><td>2023-11-08T09:19:00Z</td><td>49.0</td><td>2023-11-08T08:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-359218809887587-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-08T08:50:00Z</td><td>2023-11-08T09:00:00Z</td><td>10.0</td><td>2023-11-08T08:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-614246378465396-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-08T09:10:00Z</td><td>2023-11-08T09:43:00Z</td><td>33.0</td><td>2023-11-08T08:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-542463943612886-Job_cluster</td><td>jp-adbx-job-quick</td><td>96</td><td>1.1294117647058823</td><td>2023-11-08T09:30:00Z</td><td>2023-11-08T10:43:00Z</td><td>73.0</td><td>2023-11-08T09:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-693566097436546-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-08T09:50:00Z</td><td>2023-11-08T10:01:00Z</td><td>11.0</td><td>2023-11-08T09:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-776464865682730-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-08T10:10:00Z</td><td>2023-11-08T10:21:00Z</td><td>11.0</td><td>2023-11-08T09:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-243907984406002-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-08T10:30:00Z</td><td>2023-11-08T11:03:00Z</td><td>33.0</td><td>2023-11-08T10:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-262240747183548-Job_cluster</td><td>jp-adbx-job-quick</td><td>98</td><td>1.1395348837209303</td><td>2023-11-08T10:50:00Z</td><td>2023-11-08T12:03:00Z</td><td>73.0</td><td>2023-11-08T10:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-838705118072830-Job_cluster</td><td>jp-adbx-job-quick</td><td>34</td><td>1.4782608695652173</td><td>2023-11-08T11:10:00Z</td><td>2023-11-08T11:21:00Z</td><td>11.0</td><td>2023-11-08T10:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-982691078939484-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-08T11:30:00Z</td><td>2023-11-08T11:40:00Z</td><td>10.0</td><td>2023-11-08T11:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-25631401671635-Job_cluster</td><td>jp-adbx-job-quick</td><td>52</td><td>1.2682926829268293</td><td>2023-11-08T11:50:00Z</td><td>2023-11-08T12:19:00Z</td><td>29.0</td><td>2023-11-08T11:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-999449027742217-Job_cluster</td><td>jp-adbx-job-quick</td><td>55</td><td>1.25</td><td>2023-11-08T12:10:00Z</td><td>2023-11-08T12:42:00Z</td><td>32.0</td><td>2023-11-08T11:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-16365102542162-Job_cluster</td><td>jp-adbx-job-quick</td><td>76</td><td>1.1692307692307693</td><td>2023-11-08T12:30:00Z</td><td>2023-11-08T13:23:00Z</td><td>53.0</td><td>2023-11-08T12:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-999792738013396-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-08T12:50:00Z</td><td>2023-11-08T13:01:00Z</td><td>11.0</td><td>2023-11-08T12:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-279231510318973-Job_cluster</td><td>jp-adbx-job-quick</td><td>52</td><td>1.2682926829268293</td><td>2023-11-08T13:10:00Z</td><td>2023-11-08T13:39:00Z</td><td>29.0</td><td>2023-11-08T12:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-1026688474581717-Job_cluster</td><td>jp-adbx-job-quick</td><td>92</td><td>1.1358024691358024</td><td>2023-11-08T13:30:00Z</td><td>2023-11-08T14:39:00Z</td><td>69.0</td><td>2023-11-08T13:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-706852317103748-Job_cluster</td><td>jp-adbx-job-quick</td><td>34</td><td>1.4782608695652173</td><td>2023-11-08T13:50:00Z</td><td>2023-11-08T14:01:00Z</td><td>11.0</td><td>2023-11-08T13:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-390410873740171-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-08T14:10:00Z</td><td>2023-11-08T14:20:00Z</td><td>10.0</td><td>2023-11-08T13:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-179239383665073-Job_cluster</td><td>jp-adbx-job-quick</td><td>76</td><td>1.1692307692307693</td><td>2023-11-08T14:30:00Z</td><td>2023-11-08T15:23:00Z</td><td>53.0</td><td>2023-11-08T14:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-365455223310818-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-08T14:50:00Z</td><td>2023-11-08T15:00:00Z</td><td>10.0</td><td>2023-11-08T14:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-552737776785150-Job_cluster</td><td>jp-adbx-job-quick</td><td>55</td><td>1.25</td><td>2023-11-08T15:10:00Z</td><td>2023-11-08T15:42:00Z</td><td>32.0</td><td>2023-11-08T14:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-116766678866478-Job_cluster</td><td>jp-adbx-job-quick</td><td>113</td><td>1.118811881188119</td><td>2023-11-08T15:30:00Z</td><td>2023-11-08T16:58:00Z</td><td>88.0</td><td>2023-11-08T15:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-640865016367108-Job_cluster</td><td>jp-adbx-job-quick</td><td>39</td><td>1.5</td><td>2023-11-08T15:50:00Z</td><td>2023-11-08T16:02:00Z</td><td>12.0</td><td>2023-11-08T15:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-1955831316750-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-08T16:10:00Z</td><td>2023-11-08T16:20:00Z</td><td>10.0</td><td>2023-11-08T15:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-917545851268550-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-08T16:30:00Z</td><td>2023-11-08T16:41:00Z</td><td>11.0</td><td>2023-11-08T16:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-138029101233617-Job_cluster</td><td>jp-adbx-job-quick</td><td>55</td><td>1.25</td><td>2023-11-08T16:50:00Z</td><td>2023-11-08T17:22:00Z</td><td>32.0</td><td>2023-11-08T16:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-75409587304018-Job_cluster</td><td>jp-adbx-job-quick</td><td>76</td><td>1.1692307692307693</td><td>2023-11-08T17:10:00Z</td><td>2023-11-08T18:03:00Z</td><td>53.0</td><td>2023-11-08T16:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-829633782980785-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-08T17:30:00Z</td><td>2023-11-08T17:41:00Z</td><td>11.0</td><td>2023-11-08T17:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-16276678568760-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-08T17:50:00Z</td><td>2023-11-08T18:23:00Z</td><td>33.0</td><td>2023-11-08T17:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-544773409408918-Job_cluster</td><td>jp-adbx-job-quick</td><td>92</td><td>1.1358024691358024</td><td>2023-11-08T18:10:00Z</td><td>2023-11-08T19:19:00Z</td><td>69.0</td><td>2023-11-08T17:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-599711442888824-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-08T18:30:00Z</td><td>2023-11-08T18:40:00Z</td><td>10.0</td><td>2023-11-08T18:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-429329867455647-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-08T18:50:00Z</td><td>2023-11-08T19:00:00Z</td><td>10.0</td><td>2023-11-08T18:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-709991310136797-Job_cluster</td><td>jp-adbx-job-quick</td><td>55</td><td>1.25</td><td>2023-11-08T19:10:00Z</td><td>2023-11-08T19:42:00Z</td><td>32.0</td><td>2023-11-08T18:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-497394125876480-Job_cluster</td><td>jp-adbx-job-quick</td><td>52</td><td>1.2682926829268293</td><td>2023-11-08T19:30:00Z</td><td>2023-11-08T19:59:00Z</td><td>29.0</td><td>2023-11-08T19:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-845686779309416-Job_cluster</td><td>jp-adbx-job-quick</td><td>129</td><td>1.084033613445378</td><td>2023-11-08T19:50:00Z</td><td>2023-11-08T21:38:00Z</td><td>108.0</td><td>2023-11-08T19:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-164329154762383-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-08T20:10:00Z</td><td>2023-11-08T20:20:00Z</td><td>10.0</td><td>2023-11-08T19:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-387198603701945-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-08T20:30:00Z</td><td>2023-11-08T20:40:00Z</td><td>10.0</td><td>2023-11-08T20:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-779672701316959-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-08T20:50:00Z</td><td>2023-11-08T21:00:00Z</td><td>10.0</td><td>2023-11-08T20:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-901462966423190-Job_cluster</td><td>jp-adbx-job-quick</td><td>34</td><td>1.4782608695652173</td><td>2023-11-08T21:10:00Z</td><td>2023-11-08T21:21:00Z</td><td>11.0</td><td>2023-11-08T20:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-995336220840433-Job_cluster</td><td>jp-adbx-job-quick</td><td>54</td><td>1.2272727272727273</td><td>2023-11-08T21:30:00Z</td><td>2023-11-08T22:02:00Z</td><td>32.0</td><td>2023-11-08T21:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-907779933081128-Job_cluster</td><td>jp-adbx-job-quick</td><td>54</td><td>1.2857142857142858</td><td>2023-11-08T21:50:00Z</td><td>2023-11-08T22:19:00Z</td><td>29.0</td><td>2023-11-08T21:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-691892423743601-Job_cluster</td><td>jp-adbx-job-quick</td><td>76</td><td>1.1692307692307693</td><td>2023-11-08T22:10:00Z</td><td>2023-11-08T23:03:00Z</td><td>53.0</td><td>2023-11-08T21:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-15005217953659-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-08T22:30:00Z</td><td>2023-11-08T22:40:00Z</td><td>10.0</td><td>2023-11-08T22:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-21992641814176-Job_cluster</td><td>jp-adbx-job-quick</td><td>52</td><td>1.2682926829268293</td><td>2023-11-08T22:50:00Z</td><td>2023-11-08T23:19:00Z</td><td>29.0</td><td>2023-11-08T22:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-12506058341514-Job_cluster</td><td>jp-adbx-job-quick</td><td>75</td><td>1.171875</td><td>2023-11-08T23:10:00Z</td><td>2023-11-09T00:02:00Z</td><td>52.0</td><td>2023-11-08T22:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-506219100108335-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-08T23:30:00Z</td><td>2023-11-08T23:40:00Z</td><td>10.0</td><td>2023-11-08T23:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-681982526123404-Job_cluster</td><td>jp-adbx-job-quick</td><td>52</td><td>1.2682926829268293</td><td>2023-11-08T23:50:00Z</td><td>2023-11-09T00:19:00Z</td><td>29.0</td><td>2023-11-08T23:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-486988585449709-Job_cluster</td><td>jp-adbx-job-quick</td><td>55</td><td>1.25</td><td>2023-11-09T00:10:00Z</td><td>2023-11-09T00:42:00Z</td><td>32.0</td><td>2023-11-08T23:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-33000922940102-Job_cluster</td><td>jp-adbx-job-quick</td><td>57</td><td>1.2666666666666666</td><td>2023-11-09T00:30:00Z</td><td>2023-11-09T01:02:00Z</td><td>32.0</td><td>2023-11-09T00:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-508905805686200-Job_cluster</td><td>jp-adbx-job-quick</td><td>52</td><td>1.2682926829268293</td><td>2023-11-09T00:50:00Z</td><td>2023-11-09T01:19:00Z</td><td>29.0</td><td>2023-11-09T00:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-891055590456990-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-09T01:10:00Z</td><td>2023-11-09T01:43:00Z</td><td>33.0</td><td>2023-11-09T00:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-869835206968648-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-09T01:30:00Z</td><td>2023-11-09T02:03:00Z</td><td>33.0</td><td>2023-11-09T01:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-781207671228630-Job_cluster</td><td>jp-adbx-job-quick</td><td>52</td><td>1.2682926829268293</td><td>2023-11-09T01:50:00Z</td><td>2023-11-09T02:19:00Z</td><td>29.0</td><td>2023-11-09T01:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-169333788715818-Job_cluster</td><td>jp-adbx-job-quick</td><td>55</td><td>1.25</td><td>2023-11-09T02:10:00Z</td><td>2023-11-09T02:42:00Z</td><td>32.0</td><td>2023-11-09T01:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-1018563591817606-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-09T02:30:00Z</td><td>2023-11-09T03:03:00Z</td><td>33.0</td><td>2023-11-09T02:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-121027731369298-Job_cluster</td><td>jp-adbx-job-quick</td><td>95</td><td>1.1585365853658536</td><td>2023-11-09T02:50:00Z</td><td>2023-11-09T03:58:00Z</td><td>68.0</td><td>2023-11-09T02:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-141690092656279-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-09T03:10:00Z</td><td>2023-11-09T03:20:00Z</td><td>10.0</td><td>2023-11-09T02:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-907567160584192-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-09T03:30:00Z</td><td>2023-11-09T03:41:00Z</td><td>11.0</td><td>2023-11-09T03:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-888327847005369-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-09T03:50:00Z</td><td>2023-11-09T04:23:00Z</td><td>33.0</td><td>2023-11-09T03:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-799144109116789-Job_cluster</td><td>jp-adbx-job-quick</td><td>97</td><td>1.127906976744186</td><td>2023-11-09T04:10:00Z</td><td>2023-11-09T05:23:00Z</td><td>73.0</td><td>2023-11-09T03:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-466426161509578-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-09T04:30:00Z</td><td>2023-11-09T04:40:00Z</td><td>10.0</td><td>2023-11-09T04:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-873219582805950-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-09T04:50:00Z</td><td>2023-11-09T05:01:00Z</td><td>11.0</td><td>2023-11-09T04:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-385023484781791-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.302325581395349</td><td>2023-11-09T05:10:00Z</td><td>2023-11-09T05:39:00Z</td><td>29.0</td><td>2023-11-09T04:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-1024830362611035-Job_cluster</td><td>jp-adbx-job-quick</td><td>55</td><td>1.25</td><td>2023-11-09T05:30:00Z</td><td>2023-11-09T06:02:00Z</td><td>32.0</td><td>2023-11-09T05:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-606224052409011-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-09T05:50:00Z</td><td>2023-11-09T06:23:00Z</td><td>33.0</td><td>2023-11-09T05:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-1024227508573992-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-09T06:10:00Z</td><td>2023-11-09T06:43:00Z</td><td>33.0</td><td>2023-11-09T05:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-624092813377850-Job_cluster</td><td>jp-adbx-job-quick</td><td>75</td><td>1.171875</td><td>2023-11-09T06:30:00Z</td><td>2023-11-09T07:22:00Z</td><td>52.0</td><td>2023-11-09T06:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-412677437202201-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-09T06:50:00Z</td><td>2023-11-09T07:00:00Z</td><td>10.0</td><td>2023-11-09T06:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-267499174456492-Job_cluster</td><td>jp-adbx-job-quick</td><td>116</td><td>1.1047619047619048</td><td>2023-11-09T07:10:00Z</td><td>2023-11-09T08:43:00Z</td><td>93.0</td><td>2023-11-09T06:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-57321921452463-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-09T07:30:00Z</td><td>2023-11-09T07:40:00Z</td><td>10.0</td><td>2023-11-09T07:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-211064509541842-Job_cluster</td><td>jp-adbx-job-quick</td><td>34</td><td>1.4782608695652173</td><td>2023-11-09T07:50:00Z</td><td>2023-11-09T08:01:00Z</td><td>11.0</td><td>2023-11-09T07:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-89836778084390-Job_cluster</td><td>jp-adbx-job-quick</td><td>42</td><td>1.5</td><td>2023-11-09T08:11:00Z</td><td>2023-11-09T08:24:00Z</td><td>13.0</td><td>2023-11-09T07:50:00Z</td><td>0.350000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-922605516266020-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-09T08:30:00Z</td><td>2023-11-09T09:03:00Z</td><td>33.0</td><td>2023-11-09T08:11:00Z</td><td>0.316667</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-1012056956122255-Job_cluster</td><td>jp-adbx-job-quick</td><td>76</td><td>1.1692307692307693</td><td>2023-11-09T08:50:00Z</td><td>2023-11-09T09:43:00Z</td><td>53.0</td><td>2023-11-09T08:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-360188623064326-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-09T09:11:00Z</td><td>2023-11-09T09:22:00Z</td><td>11.0</td><td>2023-11-09T08:50:00Z</td><td>0.350000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-966144671940987-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-09T09:30:00Z</td><td>2023-11-09T10:03:00Z</td><td>33.0</td><td>2023-11-09T09:11:00Z</td><td>0.316667</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-775258860150397-Job_cluster</td><td>jp-adbx-job-quick</td><td>58</td><td>1.2608695652173914</td><td>2023-11-09T09:50:00Z</td><td>2023-11-09T10:23:00Z</td><td>33.0</td><td>2023-11-09T09:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-682528022057577-Job_cluster</td><td>jp-adbx-job-quick</td><td>54</td><td>1.255813953488372</td><td>2023-11-09T10:11:00Z</td><td>2023-11-09T10:42:00Z</td><td>31.0</td><td>2023-11-09T09:50:00Z</td><td>0.350000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-277224351463274-Job_cluster</td><td>jp-adbx-job-quick</td><td>72</td><td>1.180327868852459</td><td>2023-11-09T10:30:00Z</td><td>2023-11-09T11:19:00Z</td><td>49.0</td><td>2023-11-09T10:11:00Z</td><td>0.316667</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-1016765714615064-Job_cluster</td><td>jp-adbx-job-quick</td><td>34</td><td>1.4782608695652173</td><td>2023-11-09T10:50:00Z</td><td>2023-11-09T11:01:00Z</td><td>11.0</td><td>2023-11-09T10:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-722997088632310-Job_cluster</td><td>jp-adbx-job-quick</td><td>90</td><td>1.125</td><td>2023-11-09T11:10:00Z</td><td>2023-11-09T12:19:00Z</td><td>69.0</td><td>2023-11-09T10:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-711531998052189-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-09T11:30:00Z</td><td>2023-11-09T11:41:00Z</td><td>11.0</td><td>2023-11-09T11:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-397187893513337-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-09T11:50:00Z</td><td>2023-11-09T12:01:00Z</td><td>11.0</td><td>2023-11-09T11:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-909344536244910-Job_cluster</td><td>jp-adbx-job-quick</td><td>56</td><td>1.2444444444444445</td><td>2023-11-09T12:10:00Z</td><td>2023-11-09T12:43:00Z</td><td>33.0</td><td>2023-11-09T11:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-357801168018435-Job_cluster</td><td>jp-adbx-job-quick</td><td>52</td><td>1.2682926829268293</td><td>2023-11-09T12:30:00Z</td><td>2023-11-09T12:59:00Z</td><td>29.0</td><td>2023-11-09T12:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-689757952836034-Job_cluster</td><td>jp-adbx-job-quick</td><td>52</td><td>1.2682926829268293</td><td>2023-11-09T12:50:00Z</td><td>2023-11-09T13:19:00Z</td><td>29.0</td><td>2023-11-09T12:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-629633144638184-Job_cluster</td><td>jp-adbx-job-quick</td><td>54</td><td>1.2272727272727273</td><td>2023-11-09T13:10:00Z</td><td>2023-11-09T13:43:00Z</td><td>33.0</td><td>2023-11-09T12:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-524912820624027-Job_cluster</td><td>jp-adbx-job-quick</td><td>58</td><td>1.2608695652173914</td><td>2023-11-09T13:30:00Z</td><td>2023-11-09T14:03:00Z</td><td>33.0</td><td>2023-11-09T13:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-747120463901004-Job_cluster</td><td>jp-adbx-job-quick</td><td>96</td><td>1.1294117647058823</td><td>2023-11-09T13:50:00Z</td><td>2023-11-09T15:03:00Z</td><td>73.0</td><td>2023-11-09T13:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-468965201656440-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-09T14:10:00Z</td><td>2023-11-09T14:20:00Z</td><td>10.0</td><td>2023-11-09T13:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-1077577675311872-Job_cluster</td><td>jp-adbx-job-quick</td><td>33</td><td>1.5</td><td>2023-11-09T14:30:00Z</td><td>2023-11-09T14:40:00Z</td><td>10.0</td><td>2023-11-09T14:10:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-732429764473742-Job_cluster</td><td>jp-adbx-job-quick</td><td>22</td><td>2.0</td><td>2023-11-09T14:50:00Z</td><td>2023-11-09T15:00:00Z</td><td>10.0</td><td>2023-11-09T14:30:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>jp-adbx-job-quick</td><td>57071771572976</td><td>job-57071771572976-run-130934133930469-Job_cluster</td><td>jp-adbx-job-quick</td><td>36</td><td>1.5</td><td>2023-11-09T15:10:00Z</td><td>2023-11-09T15:21:00Z</td><td>11.0</td><td>2023-11-09T14:50:00Z</td><td>0.333333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>short - single-node</td><td>357805320464384</td><td>job-357805320464384-run-321506695202488-Job_cluster</td><td>short - single-node</td><td>80</td><td>1.0</td><td>2023-11-07T16:24:00Z</td><td>2023-11-07T17:43:00Z</td><td>79.0</td><td>null</td><td>null</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>short - single-node</td><td>357805320464384</td><td>job-357805320464384-run-771913562678391-Job_cluster</td><td>short - single-node</td><td>7</td><td>1.0</td><td>2023-11-08T15:52:00Z</td><td>2023-11-08T15:58:00Z</td><td>6.0</td><td>2023-11-07T16:24:00Z</td><td>23.466667</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>short - single-node</td><td>357805320464384</td><td>job-357805320464384-run-906663032322200-Job_cluster</td><td>short - single-node</td><td>8</td><td>1.0</td><td>2023-11-09T04:36:00Z</td><td>2023-11-09T04:43:00Z</td><td>7.0</td><td>2023-11-08T15:52:00Z</td><td>12.733333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-299564469393623-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T16:19:00Z</td><td>2023-11-07T16:30:00Z</td><td>11.0</td><td>null</td><td>null</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-789666805834127-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T16:34:00Z</td><td>2023-11-07T16:45:00Z</td><td>11.0</td><td>2023-11-07T16:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-874765921391062-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-07T16:49:00Z</td><td>2023-11-07T17:01:00Z</td><td>12.0</td><td>2023-11-07T16:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1023070422470035-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-07T17:04:00Z</td><td>2023-11-07T17:16:00Z</td><td>12.0</td><td>2023-11-07T16:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-329098303470616-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-07T17:19:00Z</td><td>2023-11-07T17:31:00Z</td><td>12.0</td><td>2023-11-07T17:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-152389634027569-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T17:34:00Z</td><td>2023-11-07T17:45:00Z</td><td>11.0</td><td>2023-11-07T17:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-929112680759084-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-07T17:49:00Z</td><td>2023-11-07T18:01:00Z</td><td>12.0</td><td>2023-11-07T17:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-498371834217354-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-07T18:04:00Z</td><td>2023-11-07T18:16:00Z</td><td>12.0</td><td>2023-11-07T17:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-552477574225745-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-07T18:19:00Z</td><td>2023-11-07T18:31:00Z</td><td>12.0</td><td>2023-11-07T18:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-199555859878348-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T18:34:00Z</td><td>2023-11-07T18:45:00Z</td><td>11.0</td><td>2023-11-07T18:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-419416840404865-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-07T18:49:00Z</td><td>2023-11-07T19:01:00Z</td><td>12.0</td><td>2023-11-07T18:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-476997935209346-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T19:04:00Z</td><td>2023-11-07T19:15:00Z</td><td>11.0</td><td>2023-11-07T18:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-981251877203900-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-07T19:19:00Z</td><td>2023-11-07T19:31:00Z</td><td>12.0</td><td>2023-11-07T19:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-781606708015532-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-07T19:34:00Z</td><td>2023-11-07T19:46:00Z</td><td>12.0</td><td>2023-11-07T19:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-16888194638251-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T19:49:00Z</td><td>2023-11-07T20:00:00Z</td><td>11.0</td><td>2023-11-07T19:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1015038429475313-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T20:04:00Z</td><td>2023-11-07T20:15:00Z</td><td>11.0</td><td>2023-11-07T19:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-979759208359847-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T20:19:00Z</td><td>2023-11-07T20:30:00Z</td><td>11.0</td><td>2023-11-07T20:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-374084237389442-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T20:34:00Z</td><td>2023-11-07T20:45:00Z</td><td>11.0</td><td>2023-11-07T20:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1064482807984668-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-07T20:49:00Z</td><td>2023-11-07T21:01:00Z</td><td>12.0</td><td>2023-11-07T20:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-188432538328660-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T21:04:00Z</td><td>2023-11-07T21:15:00Z</td><td>11.0</td><td>2023-11-07T20:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1062279536986038-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T21:19:00Z</td><td>2023-11-07T21:30:00Z</td><td>11.0</td><td>2023-11-07T21:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-599570331607610-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T21:34:00Z</td><td>2023-11-07T21:45:00Z</td><td>11.0</td><td>2023-11-07T21:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-428470909274254-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T21:49:00Z</td><td>2023-11-07T22:00:00Z</td><td>11.0</td><td>2023-11-07T21:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-957576012924431-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-07T22:04:00Z</td><td>2023-11-07T22:16:00Z</td><td>12.0</td><td>2023-11-07T21:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-712625992630650-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T22:19:00Z</td><td>2023-11-07T22:30:00Z</td><td>11.0</td><td>2023-11-07T22:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-391170722322452-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T22:34:00Z</td><td>2023-11-07T22:45:00Z</td><td>11.0</td><td>2023-11-07T22:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-609281841375076-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T22:49:00Z</td><td>2023-11-07T23:00:00Z</td><td>11.0</td><td>2023-11-07T22:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-104695275765215-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-07T23:04:00Z</td><td>2023-11-07T23:16:00Z</td><td>12.0</td><td>2023-11-07T22:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-534593493969629-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T23:19:00Z</td><td>2023-11-07T23:30:00Z</td><td>11.0</td><td>2023-11-07T23:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-669744660620675-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T23:34:00Z</td><td>2023-11-07T23:45:00Z</td><td>11.0</td><td>2023-11-07T23:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-111734887973893-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-07T23:49:00Z</td><td>2023-11-08T00:00:00Z</td><td>11.0</td><td>2023-11-07T23:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1056113583002573-Job_cluster</td><td>short - mid-size cluster</td><td>42</td><td>1.5</td><td>2023-11-08T00:04:00Z</td><td>2023-11-08T00:17:00Z</td><td>13.0</td><td>2023-11-07T23:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-24937131158278-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T00:19:00Z</td><td>2023-11-08T00:31:00Z</td><td>12.0</td><td>2023-11-08T00:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-167321229992561-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T00:34:00Z</td><td>2023-11-08T00:46:00Z</td><td>12.0</td><td>2023-11-08T00:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-321757867803289-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T00:49:00Z</td><td>2023-11-08T01:00:00Z</td><td>11.0</td><td>2023-11-08T00:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-761931746046263-Job_cluster</td><td>short - mid-size cluster</td><td>38</td><td>1.4615384615384615</td><td>2023-11-08T01:04:00Z</td><td>2023-11-08T01:16:00Z</td><td>12.0</td><td>2023-11-08T00:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-547363872998674-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T01:19:00Z</td><td>2023-11-08T01:30:00Z</td><td>11.0</td><td>2023-11-08T01:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-168573485960364-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T01:34:00Z</td><td>2023-11-08T01:46:00Z</td><td>12.0</td><td>2023-11-08T01:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-163752769248601-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T01:49:00Z</td><td>2023-11-08T02:01:00Z</td><td>12.0</td><td>2023-11-08T01:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-240815926931513-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T02:04:00Z</td><td>2023-11-08T02:16:00Z</td><td>12.0</td><td>2023-11-08T01:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-198321907045256-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T02:19:00Z</td><td>2023-11-08T02:31:00Z</td><td>12.0</td><td>2023-11-08T02:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1022773391993638-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T02:34:00Z</td><td>2023-11-08T02:46:00Z</td><td>12.0</td><td>2023-11-08T02:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-888232723122948-Job_cluster</td><td>short - mid-size cluster</td><td>42</td><td>1.5</td><td>2023-11-08T02:49:00Z</td><td>2023-11-08T03:02:00Z</td><td>13.0</td><td>2023-11-08T02:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-196267384825385-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T03:04:00Z</td><td>2023-11-08T03:16:00Z</td><td>12.0</td><td>2023-11-08T02:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1057710580711034-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T03:19:00Z</td><td>2023-11-08T03:31:00Z</td><td>12.0</td><td>2023-11-08T03:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-641930147949829-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T03:34:00Z</td><td>2023-11-08T03:45:00Z</td><td>11.0</td><td>2023-11-08T03:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-936656327211552-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T03:49:00Z</td><td>2023-11-08T04:00:00Z</td><td>11.0</td><td>2023-11-08T03:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-363256387039677-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T04:04:00Z</td><td>2023-11-08T04:15:00Z</td><td>11.0</td><td>2023-11-08T03:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-354020965066931-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T04:19:00Z</td><td>2023-11-08T04:30:00Z</td><td>11.0</td><td>2023-11-08T04:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-444619923291570-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T04:34:00Z</td><td>2023-11-08T04:46:00Z</td><td>12.0</td><td>2023-11-08T04:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-461428872553332-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T04:49:00Z</td><td>2023-11-08T05:00:00Z</td><td>11.0</td><td>2023-11-08T04:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-585721831411682-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T05:04:00Z</td><td>2023-11-08T05:16:00Z</td><td>12.0</td><td>2023-11-08T04:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-309245639999984-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T05:19:00Z</td><td>2023-11-08T05:31:00Z</td><td>12.0</td><td>2023-11-08T05:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-875740897193701-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T05:34:00Z</td><td>2023-11-08T05:45:00Z</td><td>11.0</td><td>2023-11-08T05:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1050076615752153-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T05:49:00Z</td><td>2023-11-08T06:00:00Z</td><td>11.0</td><td>2023-11-08T05:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-824412234352678-Job_cluster</td><td>short - mid-size cluster</td><td>42</td><td>1.5</td><td>2023-11-08T06:04:00Z</td><td>2023-11-08T06:17:00Z</td><td>13.0</td><td>2023-11-08T05:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-654919371532519-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T06:19:00Z</td><td>2023-11-08T06:31:00Z</td><td>12.0</td><td>2023-11-08T06:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-677942405200513-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T06:34:00Z</td><td>2023-11-08T06:46:00Z</td><td>12.0</td><td>2023-11-08T06:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-749943323637345-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T06:49:00Z</td><td>2023-11-08T07:01:00Z</td><td>12.0</td><td>2023-11-08T06:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-137885699554797-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T07:04:00Z</td><td>2023-11-08T07:15:00Z</td><td>11.0</td><td>2023-11-08T06:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-968063176408460-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T07:19:00Z</td><td>2023-11-08T07:31:00Z</td><td>12.0</td><td>2023-11-08T07:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-795339607214305-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T07:34:00Z</td><td>2023-11-08T07:46:00Z</td><td>12.0</td><td>2023-11-08T07:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-2372951912489-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T07:49:00Z</td><td>2023-11-08T08:01:00Z</td><td>12.0</td><td>2023-11-08T07:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-514852949908624-Job_cluster</td><td>short - mid-size cluster</td><td>42</td><td>1.5</td><td>2023-11-08T08:04:00Z</td><td>2023-11-08T08:17:00Z</td><td>13.0</td><td>2023-11-08T07:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-487591411685684-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T08:19:00Z</td><td>2023-11-08T08:30:00Z</td><td>11.0</td><td>2023-11-08T08:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-745285628543497-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T08:34:00Z</td><td>2023-11-08T08:45:00Z</td><td>11.0</td><td>2023-11-08T08:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-413611012174291-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T08:49:00Z</td><td>2023-11-08T09:01:00Z</td><td>12.0</td><td>2023-11-08T08:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-904536998354178-Job_cluster</td><td>short - mid-size cluster</td><td>42</td><td>1.5</td><td>2023-11-08T09:04:00Z</td><td>2023-11-08T09:17:00Z</td><td>13.0</td><td>2023-11-08T08:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-904176292182895-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T09:19:00Z</td><td>2023-11-08T09:31:00Z</td><td>12.0</td><td>2023-11-08T09:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-599493816840823-Job_cluster</td><td>short - mid-size cluster</td><td>42</td><td>1.5</td><td>2023-11-08T09:34:00Z</td><td>2023-11-08T09:47:00Z</td><td>13.0</td><td>2023-11-08T09:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-4095821556059-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T09:49:00Z</td><td>2023-11-08T10:00:00Z</td><td>11.0</td><td>2023-11-08T09:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-663913180753746-Job_cluster</td><td>short - mid-size cluster</td><td>40</td><td>1.4814814814814814</td><td>2023-11-08T10:04:00Z</td><td>2023-11-08T10:17:00Z</td><td>13.0</td><td>2023-11-08T09:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-292982301965032-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T10:19:00Z</td><td>2023-11-08T10:30:00Z</td><td>11.0</td><td>2023-11-08T10:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-961768226312407-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T10:34:00Z</td><td>2023-11-08T10:45:00Z</td><td>11.0</td><td>2023-11-08T10:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-873448848417629-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T10:49:00Z</td><td>2023-11-08T11:01:00Z</td><td>12.0</td><td>2023-11-08T10:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-526093648905765-Job_cluster</td><td>short - mid-size cluster</td><td>42</td><td>1.5</td><td>2023-11-08T11:04:00Z</td><td>2023-11-08T11:17:00Z</td><td>13.0</td><td>2023-11-08T10:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1026245885043522-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T11:19:00Z</td><td>2023-11-08T11:30:00Z</td><td>11.0</td><td>2023-11-08T11:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-452484601899937-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T11:34:00Z</td><td>2023-11-08T11:45:00Z</td><td>11.0</td><td>2023-11-08T11:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-177518239161800-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T11:49:00Z</td><td>2023-11-08T12:01:00Z</td><td>12.0</td><td>2023-11-08T11:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-905420056264702-Job_cluster</td><td>short - mid-size cluster</td><td>35</td><td>1.4583333333333333</td><td>2023-11-08T12:04:00Z</td><td>2023-11-08T12:15:00Z</td><td>11.0</td><td>2023-11-08T11:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1113229465084459-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T12:19:00Z</td><td>2023-11-08T12:30:00Z</td><td>11.0</td><td>2023-11-08T12:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-930539054262098-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T12:34:00Z</td><td>2023-11-08T12:45:00Z</td><td>11.0</td><td>2023-11-08T12:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-603580728988787-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T12:49:00Z</td><td>2023-11-08T13:01:00Z</td><td>12.0</td><td>2023-11-08T12:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-587135354186916-Job_cluster</td><td>short - mid-size cluster</td><td>42</td><td>1.5</td><td>2023-11-08T13:04:00Z</td><td>2023-11-08T13:17:00Z</td><td>13.0</td><td>2023-11-08T12:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-886804270639638-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T13:19:00Z</td><td>2023-11-08T13:30:00Z</td><td>11.0</td><td>2023-11-08T13:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1003064504627998-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T13:34:00Z</td><td>2023-11-08T13:46:00Z</td><td>12.0</td><td>2023-11-08T13:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-153536709166667-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T13:50:00Z</td><td>2023-11-08T14:01:00Z</td><td>11.0</td><td>2023-11-08T13:34:00Z</td><td>0.266667</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-342221582755520-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T14:04:00Z</td><td>2023-11-08T14:16:00Z</td><td>12.0</td><td>2023-11-08T13:50:00Z</td><td>0.233333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-233376834291853-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T14:19:00Z</td><td>2023-11-08T14:31:00Z</td><td>12.0</td><td>2023-11-08T14:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-859943517116804-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T14:34:00Z</td><td>2023-11-08T14:46:00Z</td><td>12.0</td><td>2023-11-08T14:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1040957953342544-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T14:49:00Z</td><td>2023-11-08T15:01:00Z</td><td>12.0</td><td>2023-11-08T14:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-136918222340852-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T15:04:00Z</td><td>2023-11-08T15:16:00Z</td><td>12.0</td><td>2023-11-08T14:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1072702990576902-Job_cluster</td><td>short - mid-size cluster</td><td>75</td><td>1.5</td><td>2023-11-08T15:19:00Z</td><td>2023-11-08T15:43:00Z</td><td>24.0</td><td>2023-11-08T15:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-475870919583477-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T15:49:00Z</td><td>2023-11-08T16:01:00Z</td><td>12.0</td><td>2023-11-08T15:19:00Z</td><td>0.500000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1109314220778931-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T16:04:00Z</td><td>2023-11-08T16:16:00Z</td><td>12.0</td><td>2023-11-08T15:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-146004453228595-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T16:19:00Z</td><td>2023-11-08T16:30:00Z</td><td>11.0</td><td>2023-11-08T16:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-284786103988432-Job_cluster</td><td>short - mid-size cluster</td><td>42</td><td>1.5</td><td>2023-11-08T16:34:00Z</td><td>2023-11-08T16:47:00Z</td><td>13.0</td><td>2023-11-08T16:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1046126314712767-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T16:49:00Z</td><td>2023-11-08T17:01:00Z</td><td>12.0</td><td>2023-11-08T16:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-519632942111652-Job_cluster</td><td>short - mid-size cluster</td><td>42</td><td>1.5</td><td>2023-11-08T17:04:00Z</td><td>2023-11-08T17:17:00Z</td><td>13.0</td><td>2023-11-08T16:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-869564502696807-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T17:19:00Z</td><td>2023-11-08T17:30:00Z</td><td>11.0</td><td>2023-11-08T17:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-615830517331482-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T17:34:00Z</td><td>2023-11-08T17:45:00Z</td><td>11.0</td><td>2023-11-08T17:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-870094270094753-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T17:49:00Z</td><td>2023-11-08T18:01:00Z</td><td>12.0</td><td>2023-11-08T17:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-50065445092230-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T18:04:00Z</td><td>2023-11-08T18:16:00Z</td><td>12.0</td><td>2023-11-08T17:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-201027652075768-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T18:19:00Z</td><td>2023-11-08T18:31:00Z</td><td>12.0</td><td>2023-11-08T18:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-983543224773264-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T18:34:00Z</td><td>2023-11-08T18:46:00Z</td><td>12.0</td><td>2023-11-08T18:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-471536407501924-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T18:49:00Z</td><td>2023-11-08T19:01:00Z</td><td>12.0</td><td>2023-11-08T18:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-8307372752817-Job_cluster</td><td>short - mid-size cluster</td><td>38</td><td>1.4615384615384615</td><td>2023-11-08T19:04:00Z</td><td>2023-11-08T19:16:00Z</td><td>12.0</td><td>2023-11-08T18:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-829136395703768-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T19:19:00Z</td><td>2023-11-08T19:31:00Z</td><td>12.0</td><td>2023-11-08T19:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-827196755145208-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T19:34:00Z</td><td>2023-11-08T19:46:00Z</td><td>12.0</td><td>2023-11-08T19:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-802235816444183-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T19:49:00Z</td><td>2023-11-08T20:01:00Z</td><td>12.0</td><td>2023-11-08T19:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-177169976407016-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T20:04:00Z</td><td>2023-11-08T20:16:00Z</td><td>12.0</td><td>2023-11-08T19:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-203531360015889-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T20:19:00Z</td><td>2023-11-08T20:31:00Z</td><td>12.0</td><td>2023-11-08T20:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-319798981437901-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T20:34:00Z</td><td>2023-11-08T20:46:00Z</td><td>12.0</td><td>2023-11-08T20:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-370996661071600-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T20:49:00Z</td><td>2023-11-08T21:01:00Z</td><td>12.0</td><td>2023-11-08T20:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-347426970204639-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T21:04:00Z</td><td>2023-11-08T21:16:00Z</td><td>12.0</td><td>2023-11-08T20:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-35389049438357-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T21:19:00Z</td><td>2023-11-08T21:31:00Z</td><td>12.0</td><td>2023-11-08T21:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-326343544863815-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T21:34:00Z</td><td>2023-11-08T21:45:00Z</td><td>11.0</td><td>2023-11-08T21:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-13907186845948-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T21:49:00Z</td><td>2023-11-08T22:01:00Z</td><td>12.0</td><td>2023-11-08T21:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-220217804060171-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T22:04:00Z</td><td>2023-11-08T22:16:00Z</td><td>12.0</td><td>2023-11-08T21:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-102742684869784-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T22:19:00Z</td><td>2023-11-08T22:30:00Z</td><td>11.0</td><td>2023-11-08T22:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-826862928298643-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T22:34:00Z</td><td>2023-11-08T22:45:00Z</td><td>11.0</td><td>2023-11-08T22:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-140129797398160-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T22:49:00Z</td><td>2023-11-08T23:00:00Z</td><td>11.0</td><td>2023-11-08T22:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-713966780794745-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T23:04:00Z</td><td>2023-11-08T23:15:00Z</td><td>11.0</td><td>2023-11-08T22:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1113148389796886-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-08T23:19:00Z</td><td>2023-11-08T23:31:00Z</td><td>12.0</td><td>2023-11-08T23:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-647485645989373-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-08T23:34:00Z</td><td>2023-11-08T23:45:00Z</td><td>11.0</td><td>2023-11-08T23:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-277292368083194-Job_cluster</td><td>short - mid-size cluster</td><td>38</td><td>1.52</td><td>2023-11-08T23:49:00Z</td><td>2023-11-09T00:01:00Z</td><td>12.0</td><td>2023-11-08T23:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-665075163435388-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T00:04:00Z</td><td>2023-11-09T00:16:00Z</td><td>12.0</td><td>2023-11-08T23:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-385572280124278-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T00:19:00Z</td><td>2023-11-09T00:31:00Z</td><td>12.0</td><td>2023-11-09T00:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1006370730741270-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T00:34:00Z</td><td>2023-11-09T00:46:00Z</td><td>12.0</td><td>2023-11-09T00:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-835343574760933-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T00:49:00Z</td><td>2023-11-09T01:01:00Z</td><td>12.0</td><td>2023-11-09T00:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-38647845838826-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T01:04:00Z</td><td>2023-11-09T01:16:00Z</td><td>12.0</td><td>2023-11-09T00:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-246066780422019-Job_cluster</td><td>short - mid-size cluster</td><td>42</td><td>1.5</td><td>2023-11-09T01:19:00Z</td><td>2023-11-09T01:32:00Z</td><td>13.0</td><td>2023-11-09T01:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-679379800502924-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-09T01:34:00Z</td><td>2023-11-09T01:45:00Z</td><td>11.0</td><td>2023-11-09T01:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-308112196650513-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-09T01:49:00Z</td><td>2023-11-09T02:00:00Z</td><td>11.0</td><td>2023-11-09T01:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-551561743102036-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T02:04:00Z</td><td>2023-11-09T02:16:00Z</td><td>12.0</td><td>2023-11-09T01:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-609504725057716-Job_cluster</td><td>short - mid-size cluster</td><td>42</td><td>1.5</td><td>2023-11-09T02:19:00Z</td><td>2023-11-09T02:32:00Z</td><td>13.0</td><td>2023-11-09T02:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-64618770957297-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-09T02:34:00Z</td><td>2023-11-09T02:45:00Z</td><td>11.0</td><td>2023-11-09T02:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1042427217451645-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T02:49:00Z</td><td>2023-11-09T03:01:00Z</td><td>12.0</td><td>2023-11-09T02:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-956981647622034-Job_cluster</td><td>short - mid-size cluster</td><td>42</td><td>1.5</td><td>2023-11-09T03:04:00Z</td><td>2023-11-09T03:17:00Z</td><td>13.0</td><td>2023-11-09T02:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-570413962372884-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T03:19:00Z</td><td>2023-11-09T03:31:00Z</td><td>12.0</td><td>2023-11-09T03:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-172726701891850-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-09T03:34:00Z</td><td>2023-11-09T03:45:00Z</td><td>11.0</td><td>2023-11-09T03:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-799506088231403-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T03:49:00Z</td><td>2023-11-09T04:01:00Z</td><td>12.0</td><td>2023-11-09T03:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-45298595778531-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-09T04:04:00Z</td><td>2023-11-09T04:15:00Z</td><td>11.0</td><td>2023-11-09T03:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-847899950860467-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T04:19:00Z</td><td>2023-11-09T04:31:00Z</td><td>12.0</td><td>2023-11-09T04:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-561381299620535-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T04:34:00Z</td><td>2023-11-09T04:46:00Z</td><td>12.0</td><td>2023-11-09T04:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-448086416139385-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T04:49:00Z</td><td>2023-11-09T05:01:00Z</td><td>12.0</td><td>2023-11-09T04:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-150062578851439-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T05:04:00Z</td><td>2023-11-09T05:16:00Z</td><td>12.0</td><td>2023-11-09T04:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-889225713659844-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T05:19:00Z</td><td>2023-11-09T05:31:00Z</td><td>12.0</td><td>2023-11-09T05:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-845996049748624-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T05:34:00Z</td><td>2023-11-09T05:46:00Z</td><td>12.0</td><td>2023-11-09T05:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-723107667308435-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T05:49:00Z</td><td>2023-11-09T06:01:00Z</td><td>12.0</td><td>2023-11-09T05:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-623234430758118-Job_cluster</td><td>short - mid-size cluster</td><td>43</td><td>1.4827586206896552</td><td>2023-11-09T06:04:00Z</td><td>2023-11-09T06:18:00Z</td><td>14.0</td><td>2023-11-09T05:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-908915795839320-Job_cluster</td><td>short - mid-size cluster</td><td>42</td><td>1.5</td><td>2023-11-09T06:19:00Z</td><td>2023-11-09T06:32:00Z</td><td>13.0</td><td>2023-11-09T06:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-158002968706537-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T06:34:00Z</td><td>2023-11-09T06:46:00Z</td><td>12.0</td><td>2023-11-09T06:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-692314929338938-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-09T06:49:00Z</td><td>2023-11-09T07:00:00Z</td><td>11.0</td><td>2023-11-09T06:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-74769439488975-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-09T07:04:00Z</td><td>2023-11-09T07:15:00Z</td><td>11.0</td><td>2023-11-09T06:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-470209312594762-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-09T07:19:00Z</td><td>2023-11-09T07:30:00Z</td><td>11.0</td><td>2023-11-09T07:04:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-346730640715947-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-09T07:34:00Z</td><td>2023-11-09T07:45:00Z</td><td>11.0</td><td>2023-11-09T07:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-970588044764242-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-09T07:50:00Z</td><td>2023-11-09T08:01:00Z</td><td>11.0</td><td>2023-11-09T07:34:00Z</td><td>0.266667</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-672508906168210-Job_cluster</td><td>short - mid-size cluster</td><td>56</td><td>1.435897435897436</td><td>2023-11-09T08:07:00Z</td><td>2023-11-09T08:27:00Z</td><td>20.0</td><td>2023-11-09T07:50:00Z</td><td>0.283333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-986226755616207-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T08:34:00Z</td><td>2023-11-09T08:46:00Z</td><td>12.0</td><td>2023-11-09T08:07:00Z</td><td>0.450000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-272187274252537-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-09T08:49:00Z</td><td>2023-11-09T09:00:00Z</td><td>11.0</td><td>2023-11-09T08:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-923047821269929-Job_cluster</td><td>short - mid-size cluster</td><td>65</td><td>1.4772727272727273</td><td>2023-11-09T09:07:00Z</td><td>2023-11-09T09:28:00Z</td><td>21.0</td><td>2023-11-09T08:49:00Z</td><td>0.300000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-62239532352295-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-09T09:34:00Z</td><td>2023-11-09T09:45:00Z</td><td>11.0</td><td>2023-11-09T09:07:00Z</td><td>0.450000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-296096507427435-Job_cluster</td><td>short - mid-size cluster</td><td>35</td><td>1.4583333333333333</td><td>2023-11-09T09:49:00Z</td><td>2023-11-09T10:00:00Z</td><td>11.0</td><td>2023-11-09T09:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1081803563662439-Job_cluster</td><td>short - mid-size cluster</td><td>65</td><td>1.4772727272727273</td><td>2023-11-09T10:06:00Z</td><td>2023-11-09T10:27:00Z</td><td>21.0</td><td>2023-11-09T09:49:00Z</td><td>0.283333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-355490436306281-Job_cluster</td><td>short - mid-size cluster</td><td>36</td><td>1.5</td><td>2023-11-09T10:34:00Z</td><td>2023-11-09T10:45:00Z</td><td>11.0</td><td>2023-11-09T10:06:00Z</td><td>0.466667</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-225390441203111-Job_cluster</td><td>short - mid-size cluster</td><td>37</td><td>1.48</td><td>2023-11-09T10:49:00Z</td><td>2023-11-09T11:01:00Z</td><td>12.0</td><td>2023-11-09T10:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-49628132724713-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T11:05:00Z</td><td>2023-11-09T11:17:00Z</td><td>12.0</td><td>2023-11-09T10:49:00Z</td><td>0.266667</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1068392683005484-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T11:19:00Z</td><td>2023-11-09T11:31:00Z</td><td>12.0</td><td>2023-11-09T11:05:00Z</td><td>0.233333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-171475759800801-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T11:34:00Z</td><td>2023-11-09T11:46:00Z</td><td>12.0</td><td>2023-11-09T11:19:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-258549547944211-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T11:49:00Z</td><td>2023-11-09T12:01:00Z</td><td>12.0</td><td>2023-11-09T11:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-567958797374536-Job_cluster</td><td>short - mid-size cluster</td><td>69</td><td>1.5</td><td>2023-11-09T12:05:00Z</td><td>2023-11-09T12:27:00Z</td><td>22.0</td><td>2023-11-09T11:49:00Z</td><td>0.266667</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1016268025091723-Job_cluster</td><td>short - mid-size cluster</td><td>42</td><td>1.5</td><td>2023-11-09T12:34:00Z</td><td>2023-11-09T12:47:00Z</td><td>13.0</td><td>2023-11-09T12:05:00Z</td><td>0.483333</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-972017029222059-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T12:49:00Z</td><td>2023-11-09T13:01:00Z</td><td>12.0</td><td>2023-11-09T12:34:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-879266495793892-Job_cluster</td><td>short - mid-size cluster</td><td>39</td><td>1.5</td><td>2023-11-09T13:04:00Z</td><td>2023-11-09T13:16:00Z</td><td>12.0</td><td>2023-11-09T12:49:00Z</td><td>0.250000</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>eastus</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>short - mid-size cluster</td><td>614481705740581</td><td>job-614481705740581-run-1015225866601349-Job_cluster</td><td>short - mid-size 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       ],
       "datasetInfos": [],
       "dbfsResultPath": null,
       "isJsonSchema": true,
       "metadata": {},
       "overflow": false,
       "plotOptions": {
        "customPlotOptions": {},
        "displayType": "table",
        "pivotAggregation": null,
        "pivotColumns": null,
        "xColumns": null,
        "yColumns": null
       },
       "removedWidgets": [],
       "schema": [
        {
         "metadata": "{}",
         "name": "subscriptionId",
         "type": "\"string\""
        },
        {
         "metadata": "{}",
         "name": "location",
         "type": "\"string\""
        },
        {
         "metadata": "{}",
         "name": "workspaceName",
         "type": "\"string\""
        },
        {
         "metadata": "{}",
         "name": "vmSize",
         "type": "\"string\""
        },
        {
         "metadata": "{}",
         "name": "JobName",
         "type": "\"string\""
        },
        {
         "metadata": "{}",
         "name": "JobId",
         "type": "\"string\""
        },
        {
         "metadata": "{}",
         "name": "ClusterName",
         "type": "\"string\""
        },
        {
         "metadata": "{}",
         "name": "RunName",
         "type": "\"string\""
        },
        {
         "metadata": "{}",
         "name": "total_count",
         "type": "\"long\""
        },
        {
         "metadata": "{}",
         "name": "vms_per_minute",
         "type": "\"double\""
        },
        {
         "metadata": "{}",
         "name": "start_date",
         "type": "\"timestamp\""
        },
        {
         "metadata": "{}",
         "name": "end_date",
         "type": "\"timestamp\""
        },
        {
         "metadata": "{}",
         "name": "run_minutes",
         "type": "\"double\""
        },
        {
         "metadata": "{}",
         "name": "previous_start_date",
         "type": "\"timestamp\""
        },
        {
         "metadata": "{}",
         "name": "hours_between_starts",
         "type": "\"decimal(27,6)\""
        }
       ],
       "type": "table"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from pyspark.sql.window import Window\n",
    "\n",
    "order_by_cols = [\"subscriptionId\", \"location\", \"workspaceName\", \"vmSize\", \"JobName\", \"start_date\"]\n",
    "window_spec = Window.partitionBy(\"subscriptionId\", \"location\", \"workspaceName\", \"vmSize\", \"JobName\").orderBy(order_by_cols)\n",
    "\n",
    "job_runs = observations \\\n",
    "            .filter(\"JobName IS NOT NULL AND vmSize IS NOT NULL\") \\\n",
    "            .groupBy(\"subscriptionId\", \"location\", \"workspaceName\", \"vmSize\", \"JobName\", \"JobId\", \"ClusterName\", \"RunName\") \\\n",
    "            .agg(F.sum(\"count\").alias(\"total_count\"), F.avg(\"count\").alias(\"vms_per_minute\"), F.min(\"date\").alias(\"start_date\"), F.max(\"date\").alias(\"end_date\")) \\\n",
    "            .withColumn(\"run_minutes\", F.expr(\"(UNIX_TIMESTAMP(end_date) - UNIX_TIMESTAMP(start_date)) / 60\")) \\\n",
    "            .withColumn(\"previous_start_date\", F.lag(\"start_date\").over(window_spec)) \\\n",
    "            .withColumn(\"hours_between_starts\", F.expr(\"(UNIX_TIMESTAMP(start_date) - UNIX_TIMESTAMP(previous_start_date)) / 3600.0\")) \\\n",
    "            .orderBy(order_by_cols)\n",
    "\n",
    "display(job_runs)"
   ]
  },
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    {
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      "text/html": [
       "<style scoped>\n",
       "  .table-result-container {\n",
       "    max-height: 300px;\n",
       "    overflow: auto;\n",
       "  }\n",
       "  table, th, td {\n",
       "    border: 1px solid black;\n",
       "    border-collapse: collapse;\n",
       "  }\n",
       "  th, td {\n",
       "    padding: 5px;\n",
       "  }\n",
       "  th {\n",
       "    text-align: left;\n",
       "  }\n",
       "</style><div class='table-result-container'><table class='table-result'><thead style='background-color: white'><tr><th>subscriptionId</th><th>workspaceName</th><th>vmSize</th><th>min(count)</th><th>max_count</th></tr></thead><tbody><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>adbx_pool_sizer</td><td>Standard_DS4_v2</td><td>0</td><td>3</td></tr><tr><td>6de50f6f-dc7e-431d-96ea-53da23ade313</td><td>adbx_pool_sizer</td><td>Standard_D3_v2</td><td>0</td><td>4</td></tr></tbody></table></div>"
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         "name": "subscriptionId",
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        {
         "metadata": "{}",
         "name": "workspaceName",
         "type": "\"string\""
        },
        {
         "metadata": "{}",
         "name": "vmSize",
         "type": "\"string\""
        },
        {
         "metadata": "{}",
         "name": "min(count)",
         "type": "\"long\""
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         "type": "\"long\""
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   "source": [
    "vm_counts = observations \\\n",
    "                .filter(\"JobName IS NOT NULL\") \\\n",
    "                .groupBy(\"subscriptionId\", \"workspaceName\", \"vmSize\", \"JobName\", \"date\") \\\n",
    "                .agg(F.sum(\"count\").alias(\"count\"))\n",
    "\n",
    "all_dates = spark.range(0, range_minutes).withColumn(\"date\", F.lit(range_start) + F.expr(\"MAKE_INTERVAL(0, 0, 0, 0, 0, id)\")).drop(\"id\").orderBy(\"date\")\n",
    "\n",
    "df = frequent_jobs.select(\"subscriptionId\", \"workspaceName\", \"vmSize\", \"JobName\") \\\n",
    "        .crossJoin(all_dates)\n",
    "\n",
    "df = df \\\n",
    "        .join(vm_counts.alias(\"v\"), [\"subscriptionId\", \"workspaceName\", \"vmSize\", \"JobName\", \"date\"], \"leftouter\") \\\n",
    "        .withColumn(\"count\", F.coalesce(F.col(\"count\"), F.lit(0))) \\\n",
    "        .groupBy(\"subscriptionId\", \"workspaceName\", \"vmSize\", \"jobName\", \"date\") \\\n",
    "        .agg(F.sum(\"count\").alias(\"count\")) \\\n",
    "        .withColumn(\"job_active\", F.expr(\"CASE WHEN count > 0 THEN jobName ELSE NULL END\")) \\\n",
    "        .cache()\n",
    "\n",
    "display( df.groupBy(\"subscriptionId\", \"workspaceName\", \"vmSize\").agg(F.min(\"count\"), F.max(\"count\").alias(\"max_count\")) )"
   ]
  },
  {
   "cell_type": "markdown",
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   "source": [
    "## Inspection by VM SKU"
   ]
  },
  {
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   "source": [
    "subscription_id = \"6de50f6f-dc7e-431d-96ea-53da23ade313\"\n",
    "workspace_name = \"adbx_pool_sizer\"\n",
    "vm_size = \"Standard_DS4_v2\""
   ]
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     "showTitle": true,
     "title": "VM Usage Aggregated by Minute"
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   },
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        [
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         45,
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        [
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         53,
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        ],
        [
         "6de50f6f-dc7e-431d-96ea-53da23ade313",
         "adbx_pool_sizer",
         "Standard_DS4_v2",
         44,
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        ],
        [
         "6de50f6f-dc7e-431d-96ea-53da23ade313",
         "adbx_pool_sizer",
         "Standard_DS4_v2",
         41,
         141,
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        ],
        [
         "6de50f6f-dc7e-431d-96ea-53da23ade313",
         "adbx_pool_sizer",
         "Standard_DS4_v2",
         59,
         141,
         1
        ]
       ],
       "datasetInfos": [],
       "dbfsResultPath": null,
       "isJsonSchema": true,
       "metadata": {},
       "overflow": false,
       "plotOptions": {
        "customPlotOptions": {},
        "displayType": "table",
        "pivotAggregation": null,
        "pivotColumns": null,
        "xColumns": null,
        "yColumns": null
       },
       "removedWidgets": [],
       "schema": [
        {
         "metadata": "{}",
         "name": "subscriptionId",
         "type": "\"string\""
        },
        {
         "metadata": "{}",
         "name": "workspaceName",
         "type": "\"string\""
        },
        {
         "metadata": "{}",
         "name": "vmSize",
         "type": "\"string\""
        },
        {
         "metadata": "{}",
         "name": "minute",
         "type": "\"integer\""
        },
        {
         "metadata": "{}",
         "name": "count",
         "type": "\"long\""
        },
        {
         "metadata": "{}",
         "name": "job_count",
         "type": "\"long\""
        }
       ],
       "type": "table"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "subset = df.filter(f\"subscriptionId == '{subscription_id}' AND workspaceName == '{workspace_name}' AND vmSize == '{vm_size}'\")\n",
    "subset = subset.withColumn(\"minute\", F.minute(\"date\"))\n",
    "subset = subset.withColumn(\"job_active\", F.expr(\"CASE WHEN count > 0 THEN jobName ELSE NULL END\"))\n",
    "subset = subset.groupBy(\"subscriptionId\", \"workspaceName\", \"vmSize\", \"minute\").agg(F.sum(\"count\").alias(\"count\"), F.countDistinct(\"job_active\").alias(\"job_count\"))\n",
    "display(subset)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "application/vnd.databricks.v1+cell": {
     "cellMetadata": {
      "byteLimit": 2048000,
      "rowLimit": 10000
     },
     "inputWidgets": {},
     "nuid": "d8f7c4f1-5f54-44c2-9380-b95ba141cf72",
     "showTitle": true,
     "title": "Daily Usage Visualization"
    }
   },
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2400x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from datetime import timedelta\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.dates as mdates\n",
    "\n",
    "date_range = observations.agg(F.min(\"date\"), F.max(\"date\")).collect()[0]\n",
    "first_full_day = date_range[0].date() + timedelta(days = 1)\n",
    "last_full_day  = date_range[1].date() - timedelta(days = 1)\n",
    "days_count = (last_full_day - first_full_day).days + 1\n",
    "days = [first_full_day + timedelta(days=i) for i in range(0, days_count)]\n",
    "\n",
    "daily = df \\\n",
    "            .withColumn(\"day\", F.to_date(\"date\")) \\\n",
    "            .withColumn(\"time\", F.expr(\"date - MAKE_INTERVAL(0, 0, 0, DATEDIFF(date, '2000-01-01'))\")) \\\n",
    "            .filter(f\"subscriptionId == '{subscription_id}' AND workspaceName == '{workspace_name}' AND vmSize == '{vm_size}'\") \\\n",
    "            .filter(f\"day BETWEEN '{first_full_day}' AND '{last_full_day}'\") \\\n",
    "            .groupBy(\"subscriptionId\", \"workspaceName\", \"vmSize\", \"date\", \"day\", \"time\") \\\n",
    "            .agg(F.sum(\"count\").alias(\"count\")) \\\n",
    "            .cache()\n",
    "\n",
    "max_count = daily.agg(F.max(\"count\")).collect()[0][0]\n",
    "fig, ax = plt.subplots(days_count, 1, figsize=(24, (4 * days_count) + 2))\n",
    "hour_locator = mdates.HourLocator(interval=1)\n",
    "hour_formatter = mdates.DateFormatter(\"%H\")\n",
    "\n",
    "for i, day in enumerate(days):\n",
    "    data = daily.filter(f\"day = '{day}'\").orderBy(\"date\").toPandas()\n",
    "    X = data[\"time\"]\n",
    "    Y = data[\"count\"]\n",
    "\n",
    "    ax[i].plot(X, Y, color='black')\n",
    "    ax[i].fill_between(X, Y, 0, color='tomato')\n",
    "\n",
    "    ax[i].xaxis.set_major_locator(hour_locator)\n",
    "    ax[i].xaxis.set_major_formatter(hour_formatter)\n",
    "    ax[i].set_ylim([0, max_count + 1])\n",
    "    ax[i].set_xlim(pd.Timestamp('2000-01-01'), pd.Timestamp('2000-01-01 23:59:59'))\n",
    "    ax[i].set_ylabel(day, fontsize=20)\n",
    "\n",
    "fig.tight_layout()\n",
    "fig.suptitle(f\"Daily VM Usage     Workspace: {workspace_name}     VM SKU: {vm_size}\", fontsize=30)\n",
    "fig.subplots_adjust(top=0.97)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "application/vnd.databricks.v1+cell": {
     "cellMetadata": {
      "byteLimit": 2048000,
      "rowLimit": 10000
     },
     "inputWidgets": {},
     "nuid": "0cfc3cd5-f216-421b-985f-fe2d4f8c1fde",
     "showTitle": false,
     "title": ""
    }
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "application/vnd.databricks.v1+notebook": {
   "dashboards": [],
   "language": "python",
   "notebookMetadata": {
    "pythonIndentUnit": 4
   },
   "notebookName": "Analyze Data",
   "widgets": {}
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}