I want to buy a house but I also want to invest my money on stocks. What is good advise?

I want to buy a house but I also want to invest in the stock market (etf and good single stocks). I have been saving a lot of money and most of it is kept on low term CDs (6-10 months) because of liquidity. How much money should I keep saved and how much should I invest (percentage wise)?