Astrid's shopping day changes between episodes. Sometimes it is Tuesday, and sometimes Wednesday. Considering how insistent she is about maintaining structure and how disturbing she finds change, this would not happen.
Unbelievably, nobody smokes cigarettes in Paris, police, journalists, perps, criminals. Raph certainly would smoke. Astrid probably would smoke, as a calming mechanism. It is Paris after all.