press one's luck
press one's luck or push one's luck {v. phr.}
To depend too much on luck; expect to continue to be lucky.
When John won his first two bets at the race track, he pressed his luck and increased his bets.
If you're lucky at first, don't press your luck.
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Source: A Dictionary of American Idioms