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Onboarded AMD SMI for Linux and added more metrics #344

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{
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"Description": "AMD SMI Monitor for AMD GPU systems.",
"Metadata": {
"SupportedPlatforms": "linux-x64,win-x64",
"SupportedOperatingSystems": "CBL-Mariner,CentOS,Debian,RedHat,Suse,Ubuntu,Windows"
},
"Parameters": {
"MonitorFrequency": "00:00:01",
"MonitorWarmupPeriod": "00:00:01"
},
"Monitors": [
{
"Type": "AmdSmiMonitor",
"Parameters": {
"Scenario": "AmdGpuCounters",
"Subsystem": "metric",
"MonitorFrequency": "$.Parameters.MonitorFrequency",
"MonitorWarmupPeriod": "$.Parameters.MonitorWarmupPeriod"
}
},
{
"Type": "AmdSmiMonitor",
"Parameters": {
"Scenario": "AmdGpuCounters",
"Subsystem": "xgmi",
"MonitorFrequency": "$.Parameters.MonitorFrequency",
"MonitorWarmupPeriod": "$.Parameters.MonitorWarmupPeriod"
}
}
]
}
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// Copyright (c) Microsoft Corporation.
// Licensed under the MIT License.

namespace VirtualClient.Monitors
{
using System.Collections.Generic;
using System.Diagnostics;
using System.IO;
using System.Linq;
using System.Reflection;
using System.Text;
using System.Threading.Tasks;
using NUnit.Framework;
using VirtualClient.Common;
using VirtualClient.Contracts;

[TestFixture]
[Category("Unit")]
public class AmdSmiMetricQueryGpuParserUnitTests
{
[Test]
public void AmdSmiMetricQueryGpuParserParsesMetricsCorrectly()
{
string workingDirectory = Path.GetDirectoryName(Assembly.GetExecutingAssembly().Location);
string outputPath = Path.Combine(workingDirectory, "Examples", "amd-smi", "result1.txt");
string rawText = File.ReadAllText(outputPath);

AmdSmiMetricQueryGpuParser testParser = new AmdSmiMetricQueryGpuParser(rawText);
IList<Metric> metrics = testParser.Parse();

Assert.AreEqual(184, metrics.Count);
MetricAssert.Exists(metrics, "utilization.gpu", 0, "%");
MetricAssert.Exists(metrics, "utilization.memory", 0, "%");
MetricAssert.Exists(metrics, "temperature.gpu", 36, "celsius");
MetricAssert.Exists(metrics, "temperature.memory", 30, "celsius");
MetricAssert.Exists(metrics, "power.draw.average", 133, "W");
MetricAssert.Exists(metrics, "gfx_0_clk", 132, "MHz");
MetricAssert.Exists(metrics, "gfx_1_clk", 132, "MHz");
MetricAssert.Exists(metrics, "gfx_2_clk", 132, "MHz");
MetricAssert.Exists(metrics, "gfx_3_clk", 132, "MHz");
MetricAssert.Exists(metrics, "gfx_4_clk", 132, "MHz");
MetricAssert.Exists(metrics, "gfx_5_clk", 132, "MHz");
MetricAssert.Exists(metrics, "gfx_6_clk", 132, "MHz");
MetricAssert.Exists(metrics, "gfx_7_clk", 133, "MHz");
MetricAssert.Exists(metrics, "mem_0_clk", 900, "MHz");
MetricAssert.Exists(metrics, "vclk_0_clk", 29, "MHz");
MetricAssert.Exists(metrics, "vclk_1_clk", 29, "MHz");
MetricAssert.Exists(metrics, "vclk_2_clk", 29, "MHz");
MetricAssert.Exists(metrics, "vclk_3_clk", 29, "MHz");
MetricAssert.Exists(metrics, "dclk_0_clk", 22, "MHz");
MetricAssert.Exists(metrics, "dclk_1_clk", 22, "MHz");
MetricAssert.Exists(metrics, "dclk_2_clk", 22, "MHz");
MetricAssert.Exists(metrics, "dclk_3_clk", 22, "MHz");
MetricAssert.Exists(metrics, "pcie_bw", 192, "Mb/s");

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}
}
}

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// Copyright (c) Microsoft Corporation.
// Licensed under the MIT License.

namespace VirtualClient.Monitors
{
using System.Collections.Generic;
using System.Diagnostics;
using System.IO;
using System.Linq;
using System.Reflection;
using System.Text;
using System.Threading.Tasks;
using NUnit.Framework;
using VirtualClient.Common;
using VirtualClient.Contracts;

[TestFixture]
[Category("Unit")]
public class AmdSmiXGMIQueryGpuParserUnitTests
{
[Test]
public void AmdSmiXGMIQueryGpuParserParsesMetricsCorrectly()
{
string workingDirectory = Path.GetDirectoryName(Assembly.GetExecutingAssembly().Location);
string outputPath = Path.Combine(workingDirectory, "Examples", "amd-smi", "result2.txt");
string rawText = File.ReadAllText(outputPath);

AmdSmiXGMIQueryGpuParser testParser = new AmdSmiXGMIQueryGpuParser(rawText);
IList<Metric> metrics = testParser.Parse();

Assert.AreEqual(64, metrics.Count);
MetricAssert.Exists(metrics, "xgmi.bidata.0", 0, "KB");
MetricAssert.Exists(metrics, "xgmi.bidata.1", 0, "KB");
MetricAssert.Exists(metrics, "xgmi.bidata.2", 2, "KB");
MetricAssert.Exists(metrics, "xgmi.bidata.3", 2, "KB");
MetricAssert.Exists(metrics, "xgmi.bidata.4", 2, "KB");
MetricAssert.Exists(metrics, "xgmi.bidata.5", 2, "KB");
MetricAssert.Exists(metrics, "xgmi.bidata.6", 2, "KB");
MetricAssert.Exists(metrics, "xgmi.bidata.7", 2, "KB");

}
}
}
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// Copyright (c) Microsoft Corporation.
// Licensed under the MIT License.

namespace VirtualClient.Monitors
{
using System;
using System.Collections.Generic;
using System.Data;
using System.Linq;
using System.Text.RegularExpressions;
using VirtualClient.Contracts;
using DataTableExtensions = VirtualClient.Contracts.DataTableExtensions;

/// <summary>
/// Parser for AmdSmi output document.
/// </summary>
public class AmdSmiMetricQueryGpuParser : MetricsParser
{
/// <summary>
/// Constructor for <see cref="AmdSmiMetricQueryGpuParser"/>
/// </summary>
/// <param name="rawText">Raw text to parse.</param>
public AmdSmiMetricQueryGpuParser(string rawText)
: base(rawText)
{
}

/// <inheritdoc/>
public override IList<Metric> Parse()
{
this.Preprocess();

List<Metric> metrics = new List<Metric>();
DataTable dataTable = DataTableExtensions.DataTableFromCsv(this.PreprocessedText);

foreach (DataRow row in dataTable.Rows)
{
Dictionary<string, IConvertible> metadata = new Dictionary<string, IConvertible>()
{
{ "gpu.id", Convert.ToString(SafeGet(row, "gpu")) }
};

metrics.Add(new Metric("utilization.gpu", Convert.ToDouble(SafeGet(row, "gfx_activity")), unit: "%", metadata: metadata));
double value = 100 * Convert.ToDouble(SafeGet(row, "used_vram")) / Convert.ToDouble(SafeGet(row, "total_vram"));
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int roundedValue = Convert.ToInt32(Math.Round(value));
metrics.Add(new Metric("utilization.memory", roundedValue, unit: "%", metadata: metadata));
metrics.Add(new Metric("temperature.gpu", Convert.ToDouble(SafeGet(row, "hotspot")), unit: "celsius", metadata: metadata));
metrics.Add(new Metric("temperature.memory", Convert.ToDouble(SafeGet(row, "mem")), unit: "celsius", metadata: metadata));
metrics.Add(new Metric("power.draw.average", Convert.ToDouble(SafeGet(row, "socket_power")), unit: "W", metadata: metadata));
metrics.Add(new Metric("gfx_0_clk", Convert.ToDouble(SafeGet(row, "gfx_0_clk")), unit: "MHz", metadata: metadata));
metrics.Add(new Metric("gfx_1_clk", Convert.ToDouble(SafeGet(row, "gfx_1_clk")), unit: "MHz", metadata: metadata));
metrics.Add(new Metric("gfx_2_clk", Convert.ToDouble(SafeGet(row, "gfx_2_clk")), unit: "MHz", metadata: metadata));
metrics.Add(new Metric("gfx_3_clk", Convert.ToDouble(SafeGet(row, "gfx_3_clk")), unit: "MHz", metadata: metadata));
metrics.Add(new Metric("gfx_4_clk", Convert.ToDouble(SafeGet(row, "gfx_4_clk")), unit: "MHz", metadata: metadata));
metrics.Add(new Metric("gfx_5_clk", Convert.ToDouble(SafeGet(row, "gfx_5_clk")), unit: "MHz", metadata: metadata));
metrics.Add(new Metric("gfx_6_clk", Convert.ToDouble(SafeGet(row, "gfx_6_clk")), unit: "MHz", metadata: metadata));
metrics.Add(new Metric("gfx_7_clk", Convert.ToDouble(SafeGet(row, "gfx_7_clk")), unit: "MHz", metadata: metadata));
metrics.Add(new Metric("mem_0_clk", Convert.ToDouble(SafeGet(row, "mem_0_clk")), unit: "MHz", metadata: metadata));
metrics.Add(new Metric("vclk_0_clk", Convert.ToDouble(SafeGet(row, "vclk_0_clk")), unit: "MHz", metadata: metadata));
metrics.Add(new Metric("vclk_1_clk", Convert.ToDouble(SafeGet(row, "vclk_1_clk")), unit: "MHz", metadata: metadata));
metrics.Add(new Metric("vclk_2_clk", Convert.ToDouble(SafeGet(row, "vclk_2_clk")), unit: "MHz", metadata: metadata));
metrics.Add(new Metric("vclk_3_clk", Convert.ToDouble(SafeGet(row, "vclk_3_clk")), unit: "MHz", metadata: metadata));
metrics.Add(new Metric("dclk_0_clk", Convert.ToDouble(SafeGet(row, "dclk_0_clk")), unit: "MHz", metadata: metadata));
metrics.Add(new Metric("dclk_1_clk", Convert.ToDouble(SafeGet(row, "dclk_1_clk")), unit: "MHz", metadata: metadata));
metrics.Add(new Metric("dclk_2_clk", Convert.ToDouble(SafeGet(row, "dclk_2_clk")), unit: "MHz", metadata: metadata));
metrics.Add(new Metric("dclk_3_clk", Convert.ToDouble(SafeGet(row, "dclk_3_clk")), unit: "MHz", metadata: metadata));
metrics.Add(new Metric("pcie_bw", Convert.ToDouble(SafeGet(row, "bandwidth")), unit: "Mb/s", metadata: metadata));
// metrics.Add(new Metric("memory.total", Convert.ToDouble(SafeGet(row, "total_vram")), unit: "MiB", metadata: metadata));
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// metrics.Add(new Metric("memory.free", Convert.ToDouble(SafeGet(row, "free_vram")), unit: "MiB", metadata: metadata));
// metrics.Add(new Metric("memory.used", Convert.ToDouble(SafeGet(row, "used_vram")), unit: "MiB", metadata: metadata));
}

return metrics;
}

/// <inheritdoc/>
protected override void Preprocess()
{
this.PreprocessedText = this.RawText.Replace("\r\n", Environment.NewLine);
Regex quotedPattern = new Regex("\"([^\"]*)\"");
this.PreprocessedText = quotedPattern.Replace(this.PreprocessedText, "N/A");
}

private static IConvertible SafeGet(DataRow row, string columnName)
{
return row.Table.Columns.Contains(columnName) ? Convert.ToString(row[columnName]) : "-1";
}
}
}
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