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How do I do arithmetic with grouped metrics?

To graph the sum of app.foo.bar{env:staging} and app.foo.baz{env:staging} grouped by {host}, write a graph query that looks like:

metric.foo.bar{env:staging} by {host} + metric.foo.baz{env:staging} by {host}
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