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# AutoTrace Example | ||
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. | ||
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 | ||
1. Start an instance of [OpenTelemetry Collector](https://github.com/open-telemetry/opentelemetry-collector). | ||
2. Start MATLAB. | ||
3. Ensure the installation directory of OpenTelemetry-matlab is on the MATLAB path. | ||
4. Run `run_example`. |
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function yf = autotrace_example | ||
% This example shows some simple MATLAB code that fits a line through a | ||
% 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(); | ||
yf = best_fit_line(x,y); | ||
end | ||
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function [x, y] = generate_data | ||
% generate some random data | ||
a = 1.5; | ||
b = 0.8; | ||
sigma = 5; | ||
x = 1:100; | ||
y = a * x + b + sigma * randn(1, 100); | ||
end | ||
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function yf = best_fit_line(x, y) | ||
% fit a line through points defined by inputs x and y | ||
coefs = polyfit(x, y, 1); | ||
yf = polyval(coefs , x); | ||
end | ||
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function yf = run_example | ||
% 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 | ||
resource = dictionary("service.name", "OpenTelemetry-Matlab_examples"); | ||
tp = opentelemetry.sdk.trace.TracerProvider(Resource=resource); | ||
setTracerProvider(tp); | ||
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% create AutoTrace object | ||
at = opentelemetry.autoinstrument.AutoTrace(@autotrace_example, ... | ||
TracerName="autotrace_example"); | ||
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% run the example | ||
yf = beginTrace(at); |
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