If an operation runs out of gas, then it is reverted back to its original state like nothing actually happened, however, the operation generator must STILL pay the miners the fee for their computational costs and the operation gets added to the blockchain (even if it has not been executed).
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What is Ethereum Gas? [The Most Comprehensive Step-By-Step Guide Ever!]
blockgeeks.com
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To get an operation done in Ethereum, the sender of the transaction must specify a gas limit before they submit it to the network & a gas price:
Gas is a unit that measures the amount of computational effort that it will take to execute certain operations. Each and every line of code in an Ethereum smart contract requires a certain amount of gas to be executed.
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