Programming mid term assignment$$Introduction$$The goal for this assignment is to develop a command$-$line technical analysis toolkit for the$$exchange platform.$$TASK $1$: Compute candlestick data$$Candlesticks are a common visualisation used to show the trends in a trading system. The$$candlesticks show what happens in a series of time windows, in terms of the starting price, the end$$price and the highest and lowest prices seen. The following image shows a graphical plot of$$candlestick data:$$Figure $1$: example of a graphical candlestick plot. Each box represents the trading activity in a time period. The top and$$bottom of a box $($the candle$)$ represent the opening and closing value of a product. The top and bottom of the lines $($the$$candlesticks$)$ represent the highest and lowest value seen in that time frame. The red box on May $3$rd indicates the value$$was lower at close than open, so value went down. You do not need to make a graphical plot $$ you will be making a text$$based plot.$$In the first task, you need to compute candlestick data from the exchange data for a particular$$product$.$ Here is an example of the fields needed for candlestick data