Mr Bailey resigned his position as chair of a police and crime committee after a picture of the incident was published in the Daily Mirror.
The Met says they do not normally investigate breaches of COVID regulations long after they’re said to have taken place.
However, they add that if “significant evidence” suggesting a breach of regulations becomes available, officers may consider it.