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Merge pull request #174 from mathworks/autotrace
Add an AutoTrace example
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‎examples/autotrace/README.md‎

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# AutoTrace Example
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This example shows how to use AutoTrace to automatically instrument MATLAB code. The instrumented code in *autotrace_example.m* fits a line through a cluster of data points. Notice that it does not include any instrumentation code.
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The function *run_example.m* first configures a tracer provider. This step only needs to be done once in a MATLAB session. Then it creates an AutoTrace object and runs it. The AutoTrace object gets cleaned up at the end.
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## Running the Example
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1. Start an instance of [OpenTelemetry Collector](https://github.com/open-telemetry/opentelemetry-collector).
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2. Start MATLAB.
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3. Ensure the installation directory of OpenTelemetry-matlab is on the MATLAB path.
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4. Run `run_example`.

‎examples/autotrace/autotrace_example.m‎

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function yf = autotrace_example
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% This example shows some simple MATLAB code that fits a line through a
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% cluster of data points. It does not include any instrumentation code.
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% Copyright 2024 The MathWorks, Inc.
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[x, y] = generate_data();
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yf = best_fit_line(x,y);
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end
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function [x, y] = generate_data
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% generate some random data
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a = 1.5;
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b = 0.8;
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sigma = 5;
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x = 1:100;
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y = a * x + b + sigma * randn(1, 100);
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end
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function yf = best_fit_line(x, y)
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% fit a line through points defined by inputs x and y
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coefs = polyfit(x, y, 1);
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yf = polyval(coefs , x);
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end
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‎examples/autotrace/run_example.m‎

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function yf = run_example
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% Use AutoTrace to automatically instrument an example to produce a trace.
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% Copyright 2024 The MathWorks, Inc.
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% configure tracer provider
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resource = dictionary("service.name", "OpenTelemetry-Matlab_examples");
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tp = opentelemetry.sdk.trace.TracerProvider(Resource=resource);
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setTracerProvider(tp);
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% create AutoTrace object
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at = opentelemetry.autoinstrument.AutoTrace(@autotrace_example, ...
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TracerName="autotrace_example");
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% run the example
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yf = beginTrace(at);

‎examples/context_propagation/matlab/mymagic.m‎

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function initTracer
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% set up global TracerProvider
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resource = dictionary("service.name", "OpenTelemetry-Matlab_examples");
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tp = opentelemetry.sdk.trace.TracerProvider(...
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opentelemetry.sdk.trace.SimpleSpanProcessor, Resource=resource);
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tp = opentelemetry.sdk.trace.TracerProvider(Resource=resource);
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setTracerProvider(tp);
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% set up global propagator

‎examples/logs/logs_example.m‎

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function initLogger
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% set up global LoggerProvider
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resource = dictionary("service.name", "OpenTelemetry-Matlab_examples");
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lp = opentelemetry.sdk.logs.LoggerProvider(...
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opentelemetry.sdk.logs.SimpleLogRecordProcessor, Resource=resource);
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lp = opentelemetry.sdk.logs.LoggerProvider(Resource=resource);
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setLoggerProvider(lp);
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end
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‎examples/metrics/metrics_example.m‎

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function initMetrics
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% set up global MeterProvider
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exp = opentelemetry.exporters.otlp.defaultMetricExporter();
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reader = opentelemetry.sdk.metrics.PeriodicExportingMetricReader(exp, ...
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reader = opentelemetry.sdk.metrics.PeriodicExportingMetricReader(...
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"Interval", seconds(5), "Timeout", seconds(2.5)); % exports every 5 seconds
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% Use custom histogram bins
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v = opentelemetry.sdk.metrics.View(InstrumentType="histogram", HistogramBinEdges=0:10:100);

‎examples/parallel/parfor_example.m‎

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function initTracer
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% set up global TracerProvider
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resource = dictionary("service.name", "OpenTelemetry-Matlab_examples");
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tp = opentelemetry.sdk.trace.TracerProvider(...
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opentelemetry.sdk.trace.SimpleSpanProcessor, Resource=resource);
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tp = opentelemetry.sdk.trace.TracerProvider(Resource=resource);
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setTracerProvider(tp);
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% set up global propagator

‎examples/trace/trace_example.m‎

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function initTracer
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% set up global TracerProvider
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resource = dictionary("service.name", "OpenTelemetry-Matlab_examples");
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tp = opentelemetry.sdk.trace.TracerProvider(...
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opentelemetry.sdk.trace.SimpleSpanProcessor, Resource=resource);
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tp = opentelemetry.sdk.trace.TracerProvider(Resource=resource);
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setTracerProvider(tp);
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end
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‎examples/webread/matlab/webread_example.m‎

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function initTracer
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% set up global TracerProvider
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resource = dictionary("service.name", "OpenTelemetry-Matlab_examples");
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tp = opentelemetry.sdk.trace.TracerProvider(...
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opentelemetry.sdk.trace.SimpleSpanProcessor, Resource=resource);
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tp = opentelemetry.sdk.trace.TracerProvider(Resource=resource);
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setTracerProvider(tp);
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% set up global propagator

‎test/texamples.m‎

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verifyLessThanOrEqual(testCase, str2double(worker2.resourceSpans.scopeSpans.spans.endTimeUnixNano), ...
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str2double(toplevel.resourceSpans.scopeSpans.spans.endTimeUnixNano));
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end
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function testAutoTrace(testCase)
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% testAutoTrace: AutoTrace example in examples/autotrace folder
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% add the example folder to the path
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examplefolder = fullfile(fileparts(mfilename('fullpath')), "..", "examples", "autotrace");
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testCase.applyFixture(matlab.unittest.fixtures.PathFixture(examplefolder));
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% run the example
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run_example;
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% perform test comparisons
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results = readJsonResults(testCase);
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verifyNumElements(testCase, results, 3);
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% check generate_data span
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gendata = results{1};
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verifyEqual(testCase, gendata.resourceSpans.scopeSpans.scope.name, 'autotrace_example');
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verifyEqual(testCase, gendata.resourceSpans.scopeSpans.spans.name, 'generate_data');
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verifyEqual(testCase, gendata.resourceSpans.scopeSpans.spans.kind, 1);
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service_name_idx = find(string({gendata.resourceSpans.resource.attributes.key}) == "service.name");
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verifyNotEmpty(testCase, service_name_idx);
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verifyEqual(testCase, gendata.resourceSpans.resource.attributes(service_name_idx).value.stringValue, ...
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'OpenTelemetry-Matlab_examples');
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% check best_fit_line span
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bestfitline = results{2};
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verifyEqual(testCase, bestfitline.resourceSpans.scopeSpans.scope.name, 'autotrace_example');
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verifyEqual(testCase, bestfitline.resourceSpans.scopeSpans.spans.name, 'best_fit_line');
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verifyEqual(testCase, bestfitline.resourceSpans.scopeSpans.spans.kind, 1);
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% check top level function span
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toplevel = results{3};
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verifyEqual(testCase, toplevel.resourceSpans.scopeSpans.scope.name, 'autotrace_example');
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verifyEqual(testCase, toplevel.resourceSpans.scopeSpans.spans.name, 'autotrace_example');
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verifyEqual(testCase, toplevel.resourceSpans.scopeSpans.spans.kind, 1);
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% check parent child relationships
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verifyEqual(testCase, gendata.resourceSpans.scopeSpans.spans.parentSpanId, ...
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toplevel.resourceSpans.scopeSpans.spans.spanId);
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verifyEqual(testCase, bestfitline.resourceSpans.scopeSpans.spans.parentSpanId, ...
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toplevel.resourceSpans.scopeSpans.spans.spanId);
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verifyEmpty(testCase, toplevel.resourceSpans.scopeSpans.spans.parentSpanId);
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% check all spans belong to the same trace
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verifyEqual(testCase, gendata.resourceSpans.scopeSpans.spans.traceId, ...
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toplevel.resourceSpans.scopeSpans.spans.traceId);
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verifyEqual(testCase, bestfitline.resourceSpans.scopeSpans.spans.traceId, ...
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toplevel.resourceSpans.scopeSpans.spans.traceId);
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% check for expected timing
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verifyLessThanOrEqual(testCase, str2double(toplevel.resourceSpans.scopeSpans.spans.startTimeUnixNano), ...
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str2double(gendata.resourceSpans.scopeSpans.spans.startTimeUnixNano));
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verifyLessThanOrEqual(testCase, str2double(gendata.resourceSpans.scopeSpans.spans.endTimeUnixNano), ...
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str2double(bestfitline.resourceSpans.scopeSpans.spans.startTimeUnixNano));
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verifyLessThanOrEqual(testCase, str2double(bestfitline.resourceSpans.scopeSpans.spans.endTimeUnixNano), ...
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str2double(toplevel.resourceSpans.scopeSpans.spans.endTimeUnixNano));
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end
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end
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end

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