planning to go to Beijing around 17-22Aug. Is it very hot and rainy during this period?

Yes, it is very hot with abundant rainfall during that time in Beijing. The average temperature is about 21~30C. Sometimes, the temperature can be high to 40C. Short and heavy rainstorms may come suddenly in the afternoon on sunny days. Remember to pack a raincoat or umbrella just in case.