# HG changeset patch # User Christian Urban # Date 1541720523 0 # Node ID 54befaf236485b029dce7afa0dee3d927f119d09 # Parent d59c7995bcb239221d23ff4742815cf396fc44a1 updated diff -r d59c7995bcb2 -r 54befaf23648 README --- a/README Wed Nov 07 12:08:01 2018 +0000 +++ b/README Thu Nov 08 23:42:03 2018 +0000 @@ -14,11 +14,6 @@ https://www.youtube.com/watch?v=9e_oEE72d3U ---------- -CW8A - -(1) There is an ontime submission (with full marks) by - assignment20178-fahim1997, but no late submission? - --------------- Hepec...generating static pages diff -r d59c7995bcb2 -r 54befaf23648 TAs --- a/TAs Wed Nov 07 12:08:01 2018 +0000 +++ b/TAs Thu Nov 08 23:42:03 2018 +0000 @@ -1,4 +1,19 @@ - daniil.baryshnikov@kcl.ac.uk +ahmad.bin_mohamad_pauzi@kcl.ac.uk +aqib.rashid@kcl.ac.uk +eduard.jusufi@kcl.ac.uk +k1502765@kcl.ac.uk +k1502766@kcl.ac.uk +k1630534@kcl.ac.uk +k1630539@kcl.ac.uk +muhammad.malik@kcl.ac.uk +radu-stefan.muscalu@kcl.ac.uk +robert.greener@kcl.ac.uk +tania.copocean@kcl.ac.uk + + + + +daniil.baryshnikov@kcl.ac.uk andrew.coles@kcl.ac.uk oliver.hohn@kcl.ac.uk fahad.ausaf@icloud.com diff -r d59c7995bcb2 -r 54befaf23648 cws/cw01.pdf Binary file cws/cw01.pdf has changed diff -r d59c7995bcb2 -r 54befaf23648 cws/cw01.tex --- a/cws/cw01.tex Wed Nov 07 12:08:01 2018 +0000 +++ b/cws/cw01.tex Thu Nov 08 23:42:03 2018 +0000 @@ -1,29 +1,61 @@ \documentclass{article} \usepackage{../style} \usepackage{disclaimer} -%%\usepackage{../langs} +\usepackage{../langs} \begin{document} -\section*{Coursework 6 (Scala)} - -This coursework is about Scala and is worth 10\%. The first and second +\section*{Assignment 6 (Scala)} + +\mbox{}\hfill\textit{``The most effective debugging tool is still careful thought,}\\ +\mbox{}\hfill\textit{coupled with judiciously placed print statements.''}\smallskip\\ +\mbox{}\hfill\textit{ --- Brian W. Kernighan, in Unix for Beginners (1979)}\bigskip + + +\noindent +This assignemnt is about Scala and worth 10\%. The first and second part are due on 16 November at 11pm, and the third part on 21 December -at 11pm. You are asked to implement three programs about list +at 11pm. You are asked to implement two programs about list processing and recursion. The third part is more advanced and might include material you have not yet seen in the first lecture. \bigskip - + \IMPORTANT{} \noindent Also note that the running time of each part will be restricted to a -maximum of 360 seconds on my laptop. +maximum of 30 seconds on my laptop. \DISCLAIMER{} +\subsubsection*{Reference Implementation} -\subsection*{Part 1 (3 Marks)} +Like the C++ assignments, the Scala assignments will work like this: you +push your files to GitHub and receive (after sometimes a long delay) some +automated feedback. In the end we take a snapshot of the submitted files and +apply an automated marking script to them. + +In addition, the Scala assignments come with a reference implementation +in form of a \texttt{jar}-file. This allows you to run any test cases +on your own computer. For example you can call Scala on the command +line with the option \texttt{-cp collatz.jar} and then query any +function from the template file. Say you want to find out what +the functions \texttt{collatz} and \texttt{collatz\_max} +produce: for this you just need to prefix them with the object name +\texttt{CW6a} (and \texttt{CW6b} respectively for \texttt{drumb.jar}). +If you want to find out what these functions produce for the argument +\texttt{6}, you would type something like: + +\begin{lstlisting}[language={},numbers=none,basicstyle=\ttfamily\small] +$ scala -cp collatz.jar + +scala> CW6a.collatz(6) +... +scala> CW6a.collatz_max(6) +... +\end{lstlisting}%$ + +\subsection*{Part 1 (3 Marks, file collatz.scala)} This part is about recursion. You are asked to implement a Scala program that tests examples of the \emph{$3n + 1$-conjecture}, also @@ -38,13 +70,13 @@ \end{itemize} \noindent -For example if you start with $6$, respectively $9$, you obtain the +For example if you start with $6$, or $9$, you obtain the series \[ \begin{array}{@{}l@{\hspace{5mm}}l@{}} -6, 3, 10, 5, 16, 8, 4, 2, 1 & \text{(= 9 steps)}\\ -9, 28, 14, 7, 22, 11, 34, 17, 52, 26, 13, 40, 20, 10, 5, 16, 8, 4, 2, 1 & \text{(= 20 steps)}\\ +6, 3, 10, 5, 16, 8, 4, 2, 1 & \text{(= 8 steps)}\\ +9, 28, 14, 7, 22, 11, 34, 17, 52, 26, 13, 40, 20, 10, 5, 16, 8, 4, 2, 1 & \text{(= 19 steps)}\\ \end{array} \] @@ -67,13 +99,13 @@ this conjecture, you will definitely get famous.}\bigskip \noindent -\textbf{Tasks (file collatz.scala):} +\textbf{Tasks} \begin{itemize} \item[(1)] You are asked to implement a recursive function that calculates the number of steps needed until a series ends - with $1$. In case of starting with $6$, it takes $9$ steps and in - case of starting with $9$, it takes $20$ (see above). In order to + with $1$. In case of starting with $6$, it takes $8$ steps and in + case of starting with $9$, it takes $19$ (see above). In order to try out this function with large numbers, you should use \texttt{Long} as argument type, instead of \texttt{Int}. You can assume this function will be called with numbers between $1$ and @@ -92,13 +124,14 @@ \textbf{Test Data:} Some test ranges are: \begin{itemize} -\item 1 to 10 where $9$ takes 20 steps -\item 1 to 100 where $97$ takes 119 steps, -\item 1 to 1,000 where $871$ takes 179 steps, -\item 1 to 10,000 where $6,171$ takes 262 steps, -\item 1 to 100,000 where $77,031$ takes 351 steps, -\item 1 to 1 Million where $837,799$ takes 525 steps - %%\item[$\bullet$] $1 - 10$ million where $8,400,511$ takes 686 steps +\item 1 to 10 where $9$ takes 19 steps +\item 1 to 100 where $97$ takes 118 steps, +\item 1 to 1,000 where $871$ takes 178 steps, +\item 1 to 10,000 where $6,171$ takes 261 steps, +\item 1 to 100,000 where $77,031$ takes 350 steps, +\item 1 to 1 Million where $837,799$ takes 524 steps + %% runs out of stack space + %% \item[$\bullet$] $1 - 10$ million where $8,400,511$ takes 685 steps \end{itemize} \noindent @@ -110,7 +143,185 @@ -\subsection*{Part 2 (3 Marks)} +\subsection*{Part 2 (3 Marks, file drumb.scala)} + +A purely fictional character named Mr T.~Drumb inherited in 1978 +approximately 200 Million Dollar from his father. Mr Drumb prides +himself to be a brilliant business man because nowadays it is +estimated he is 3 Billion Dollar worth (one is not sure, of course, +because Mr Drumb refuses to make his tax records public). + +Since the question about Mr Drumb's business acumen remains open, +let's do a quick back-of-the-envelope calculation in Scala whether his +claim has any merit. Let's suppose we are given \$100 in 1978 and we +follow a really dumb investment strategy, namely: + +\begin{itemize} +\item We blindly choose a portfolio of stocks, say some Blue-Chip stocks + or some Real Estate stocks. +\item If some of the stocks in our portfolio are traded in January of + a year, we invest our money in equal amounts in each of these + stocks. For example if we have \$100 and there are four stocks that + are traded in our portfolio, we buy \$25 worth of stocks + from each. Be careful to also test cases where you trade with 3 stocks, for example. +\item Next year in January, we look at how our stocks did, liquidate + everything, and re-invest our (hopefully) increased money in again + the stocks from our portfolio (there might be more stocks available, + if companies from our portfolio got listed in that year, or less if + some companies went bust or were de-listed). +\item We do this for 40 years until January 2018 and check what would + have become out of our \$100. +\end{itemize} + +\noindent +Until Yahoo was bought by Altaba this summer, historical stock market +data for such back-of-the-envelope calculations was freely available +online. Unfortuantely nowadays this kind of data is difficult to +obtain, unless you are prepared to pay extortionate prices or be +severely rate-limited. Therefore this coursework comes with a number +of files containing CSV-lists with the historical stock prices for the +companies in our portfolios. Use these files for the following +tasks.\bigskip + +\noindent +\textbf{Tasks} + +\begin{itemize} +\item[(1)] Write a function \texttt{get\_january\_data} that takes a + stock symbol and a year as arguments. The function reads the + corresponding CSV-file and returns the list of strings that start + with the given year (each line in the CSV-list is of the form + \texttt{someyear-01-someday,someprice}).\hfill[1 Mark] + +\item[(2)] Write a function \texttt{get\_first\_price} that takes + again a stock symbol and a year as arguments. It should return the + first January price for the stock symbol in the given year. For this + it uses the list of strings generated by + \texttt{get\_january\_data}. A problem is that normally a stock + exchange is not open on 1st of January, but depending on the day of + the week on a later day (maybe 3rd or 4th). The easiest way to solve + this problem is to obtain the whole January data for a stock symbol + and then select the earliest, or first, entry in this list. The + stock price of this entry should be converted into a double. Such a + price might not exist, in case the company does not exist in the given + year. For example, if you query for Google in January of 1980, then + clearly Google did not exist yet. Therefore you are asked to + return a trade price with type \texttt{Option[Double]}\ldots\texttt{None} + will be the value for when no price exists; \texttt{Some} if there is a + price.\hfill[1 Mark] + +\item[(3)] Write a function \texttt{get\_prices} that takes a + portfolio (a list of stock symbols), a years range and gets all the + first trading prices for each year in the range. You should organise + this as a list of lists of \texttt{Option[Double]}'s. The inner + lists are for all stock symbols from the portfolio and the outer + list for the years. For example for Google and Apple in years 2010 + (first line), 2011 (second line) and 2012 (third line) you obtain: + +\begin{verbatim} + List(List(Some(311.349976), Some(20.544939)), + List(Some(300.222351), Some(31.638695)), + List(Some(330.555054), Some(39.478039))) +\end{verbatim}\hfill[1 Marks] +\end{itemize} + +\subsection*{Advanced Part 3 (4 Marks, continue in file drumb.scala)} + +\noindent +\textbf{Tasks} + +\begin{itemize} +\item[(4)] Write a function that calculates the \emph{change factor} (delta) + for how a stock price has changed from one year to the next. This is + only well-defined, if the corresponding company has been traded in both + years. In this case you can calculate + + \[ + \frac{price_{new} - price_{old}}{price_{old}} + \] + + If the change factor is defined, you should return it + as \texttt{Some(change\_factor)}; if not, you should return + \texttt{None}.\mbox{}\hfill\mbox{[1 Mark]} + +\item[(5)] Write a function that calculates all change factors + (deltas) for the prices we obtained under Part 2. For the running + example of Google and Apple for the years 2010 to 2012 you should + obtain 4 change factors: + +\begin{verbatim} + List(List(Some(-0.03573992567129673), Some(0.539975124774038)) + List(Some(0.10103412653643493), Some(0.24777709700099845))) +\end{verbatim} + + That means Google did a bit badly in 2010, while Apple did very well. + Both did OK in 2011. Make sure you handle the cases where a company is + not listed in a year. In such cases the change factor should be \texttt{None} + (see~(4)). + \mbox{}\hfill\mbox{[1 Mark]} + +\item[(6)] Write a function that calculates the ``yield'', or + balance, for one year for our portfolio. This function takes the + change factors, the starting balance and the year as arguments. If + no company from our portfolio existed in that year, the balance is + unchanged. Otherwise we invest in each existing company an equal + amount of our balance. Using the change factors computed under Task + 2, calculate the new balance. Say we had \$100 in 2010, we would have + received in our running example involving Google and Apple: + + \begin{verbatim} + $50 * -0.03573992567129673 + $50 * 0.539975124774038 + = $25.21175995513706 + \end{verbatim} + + as profit for that year, and our new balance for 2011 is \$125 when + converted to a \texttt{Long}.\mbox{}\hfill\mbox{[1 Mark]} + +\item[(7)] Write a function that calculates the overall balance + for a range of years where each year the yearly profit is compounded to + the new balances and then re-invested into our portfolio. + For this use the function and results generated under (6).\\ + \mbox{}\hfill\mbox{[1 Mark]} +\end{itemize}\medskip + + + +\noindent +\textbf{Test Data:} File \texttt{drumb.scala} contains two portfolios +collected from the S\&P 500, one for blue-chip companies, including +Facebook, Amazon and Baidu; and another for listed real-estate +companies, whose names I have never heard of. Following the dumb +investment strategy from 1978 until 2018 would have turned a starting +balance of \$100 into roughly \$101,589 for real estate and a whopping +\$1,587,528 for blue chips. Note when comparing these results with your +own calculations: there might be some small rounding errors, which +when compounded lead to moderately different values.\bigskip + +\noindent +\textbf{Hints:} useful string functions: \texttt{.startsWith(...)} for +checking whether a string has a given prefix, \texttt{\_ ++ \_} for +concatenating two strings; useful option functions: \texttt{.flatten} +flattens a list of options such that it filters way all +\texttt{None}'s, \texttt{Try(...) getOrElse ...} runs some code that +might raise an exception---if yes, then a default value can be given; +useful list functions: \texttt{.head} for obtaining the first element +in a non-empty list, \texttt{.length} for the length of a +list.\bigskip + + +\noindent +\textbf{Moral:} Reflecting on our assumptions, we are over-estimating +our yield in many ways: first, who can know in 1978 about what will +turn out to be a blue chip company. Also, since the portfolios are +chosen from the current S\&P 500, they do not include the myriad +of companies that went bust or were de-listed over the years. +So where does this leave our fictional character Mr T.~Drumb? Well, given +his inheritance, a really dumb investment strategy would have done +equally well, if not much better.\medskip + +\end{document} + +\newpage This part is about web-scraping and list-processing in Scala. It uses online data about the per-capita alcohol consumption for each country @@ -219,173 +430,10 @@ \newpage -\subsection*{Advanced Part 3 (4 Marks)} - -A purely fictional character named Mr T.~Drumb inherited in 1978 -approximately 200 Million Dollar from his father. Mr Drumb prides -himself to be a brilliant business man because nowadays it is -estimated he is 3 Billion Dollar worth (one is not sure, of course, -because Mr Drumb refuses to make his tax records public). - -Since the question about Mr Drumb's business acumen remains open, -let's do a quick back-of-the-envelope calculation in Scala whether his -claim has any merit. Let's suppose we are given \$100 in 1978 and we -follow a really dumb investment strategy, namely: - -\begin{itemize} -\item We blindly choose a portfolio of stocks, say some Blue-Chip stocks - or some Real Estate stocks. -\item If some of the stocks in our portfolio are traded in January of - a year, we invest our money in equal amounts in each of these - stocks. For example if we have \$100 and there are four stocks that - are traded in our portfolio, we buy \$25 worth of stocks - from each. -\item Next year in January, we look how our stocks did, liquidate - everything, and re-invest our (hopefully) increased money in again - the stocks from our portfolio (there might be more stocks available, - if companies from our portfolio got listed in that year, or less if - some companies went bust or were de-listed). -\item We do this for 39 years until January 2017 and check what would - have become out of our \$100. -\end{itemize} - -\noindent -Until Yahoo was bought by Altaba this summer, historical stock market -data for such back-of-the-envelope calculations was freely available -online. Unfortuantely nowadays this kind of data is difficult to -obtain, unless you are prepared to pay extortionate prices or be -severely rate-limited. Therefore this coursework comes with a number -of files containing CSV-lists with the historical stock prices for the -companies in our portfolios. Use these files for the following -tasks.\bigskip - -\noindent -\textbf{Tasks (file drumb.scala):} - -\begin{itemize} -\item[(1.a)] Write a function \texttt{get\_january\_data} that takes a - stock symbol and a year as arguments. The function reads the - corresponding CSV-file and returns the list of strings that start - with the given year (each line in the CSV-list is of the form - \texttt{year-01-someday,someprice}). - -\item[(1.b)] Write a function \texttt{get\_first\_price} that takes - again a stock symbol and a year as arguments. It should return the - first January price for the stock symbol in the given year. For this - it uses the list of strings generated by - \texttt{get\_january\_data}. A problem is that normally a stock - exchange is not open on 1st of January, but depending on the day of - the week on a later day (maybe 3rd or 4th). The easiest way to solve - this problem is to obtain the whole January data for a stock symbol - and then select the earliest, or first, entry in this list. The - stock price of this entry should be converted into a double. Such a - price might not exist, in case the company does not exist in the given - year. For example, if you query for Google in January of 1980, then - clearly Google did not exist yet. Therefore you are asked to - return a trade price as \texttt{Option[Double]}\ldots\texttt{None} - will be the value for when no price exists. - -\item[(1.c)] Write a function \texttt{get\_prices} that takes a - portfolio (a list of stock symbols), a years range and gets all the - first trading prices for each year in the range. You should organise - this as a list of lists of \texttt{Option[Double]}'s. The inner - lists are for all stock symbols from the portfolio and the outer - list for the years. For example for Google and Apple in years 2010 - (first line), 2011 (second line) and 2012 (third line) you obtain: - -\begin{verbatim} - List(List(Some(311.349976), Some(27.505054)), - List(Some(300.222351), Some(42.357094)), - List(Some(330.555054), Some(52.852215))) -\end{verbatim}\hfill[2 Marks] - -\item[(2.a)] Write a function that calculates the \emph{change factor} (delta) - for how a stock price has changed from one year to the next. This is - only well-defined, if the corresponding company has been traded in both - years. In this case you can calculate - - \[ - \frac{price_{new} - price_{old}}{price_{old}} - \] - - If the change factor is defined, you should return it - as \texttt{Some(change factor)}; if not, you should return - \texttt{None}. - -\item[(2.b)] Write a function that calculates all change factors - (deltas) for the prices we obtained under Task 1. For the running - example of Google and Apple for the years 2010 to 2012 you should - obtain 4 change factors: - -\begin{verbatim} - List(List(Some(-0.03573992567129673), Some(0.5399749442411563)) - List(Some(0.10103412653643493), Some(0.2477771728154912))) -\end{verbatim} - - That means Google did a bit badly in 2010, while Apple did very well. - Both did OK in 2011. Make sure you handle the cases where a company is - not listed in a year. In such cases the change factor should be \texttt{None} - (see 2.a).\\ - \mbox{}\hfill\mbox{[1 Mark]} - -\item[(3.a)] Write a function that calculates the ``yield'', or - balance, for one year for our portfolio. This function takes the - change factors, the starting balance and the year as arguments. If - no company from our portfolio existed in that year, the balance is - unchanged. Otherwise we invest in each existing company an equal - amount of our balance. Using the change factors computed under Task - 2, calculate the new balance. Say we had \$100 in 2010, we would have - received in our running example involving Google and Apple: - - \begin{verbatim} - $50 * -0.03573992567129673 + $50 * 0.5399749442411563 - = $25.21175092849298 - \end{verbatim} - - as profit for that year, and our new balance for 2011 is \$125 when - converted to a \texttt{Long}. - -\item[(3.b)] Write a function that calculates the overall balance - for a range of years where each year the yearly profit is compounded to - the new balances and then re-invested into our portfolio.\\ - \mbox{}\hfill\mbox{[1 Mark]} -\end{itemize}\medskip - -\noindent -\textbf{Test Data:} File \texttt{drumb.scala} contains two portfolios -collected from the S\&P 500, one for blue-chip companies, including -Facebook, Amazon and Baidu; and another for listed real-estate -companies, whose names I have never heard of. Following the dumb -investment strategy from 1978 until 2017 would have turned a starting -balance of \$100 into roughly \$30,895 for real estate and a whopping -\$349,597 for blue chips. Note when comparing these results with your -own calculations: there might be some small rounding errors, which -when compounded lead to moderately different values.\bigskip - -\noindent -\textbf{Hints:} useful string functions: \texttt{.startsWith(...)} for -checking whether a string has a given prefix, \texttt{\_ ++ \_} for -concatenating two strings; useful option functions: \texttt{.flatten} -flattens a list of options such that it filters way all -\texttt{None}'s, \texttt{Try(...) getOrElse ...} runs some code that -might raise an exception---if yes, then a default value can be given; -useful list functions: \texttt{.head} for obtaining the first element -in a non-empty list, \texttt{.length} for the length of a -list.\bigskip -\noindent -\textbf{Moral:} Reflecting on our assumptions, we are over-estimating -our yield in many ways: first, who can know in 1978 about what will -turn out to be a blue chip company. Also, since the portfolios are -chosen from the current S\&P 500, they do not include the myriad -of companies that went bust or were de-listed over the years. -So where does this leave our fictional character Mr T.~Drumb? Well, given -his inheritance, a really dumb investment strategy would have done -equally well, if not much better.\medskip -\end{document} %%% Local Variables: %%% mode: latex diff -r d59c7995bcb2 -r 54befaf23648 cws/disclaimer.sty --- a/cws/disclaimer.sty Wed Nov 07 12:08:01 2018 +0000 +++ b/cws/disclaimer.sty Thu Nov 08 23:42:03 2018 +0000 @@ -12,6 +12,10 @@ functions or to any types. You are free to implement any auxiliary function you might need. +\item Do not leave any test cases running in your code because this might slow + down your program! Comment test cases out before submission, otherwise you + might hit a time-out. + \item Do not use any mutable data structures in your submissions! They are not needed. This means you cannot create new \texttt{Array}s or \texttt{ListBuffer}s, for example. diff -r d59c7995bcb2 -r 54befaf23648 pics/assign.jpg Binary file pics/assign.jpg has changed diff -r d59c7995bcb2 -r 54befaf23648 progs/lecture1.scala --- a/progs/lecture1.scala Wed Nov 07 12:08:01 2018 +0000 +++ b/progs/lecture1.scala Thu Nov 08 23:42:03 2018 +0000 @@ -3,7 +3,7 @@ // Value assignments // (their names should be lower case) -//=================================== +//==================================== val x = 42 val y = 3 + 4 @@ -16,15 +16,14 @@ // Hello World //============= -// an example of a stand-alone scala file; -// in the coursework students must submit -// plain scala "work-sheets" +// an example of a stand-alone Scala file +// (in the assignments you must submit a plain Scala script) object Hello extends App { println("hello world") } -// can be called with +// can then be called with // // $> scalac hello-world.scala // $> scala Hello @@ -33,7 +32,6 @@ - // Collections //============= List(1,2,3,1) @@ -54,6 +52,21 @@ 1 :: 2 :: 3 :: Nil List(1, 2, 3) ::: List(4, 5, 6) +// Equality is structural +//======================== +val a = "Dave" +val b = "Dave" + +if (a == b) println("equal") else println("unequal") + +Set(1,2,3) == Set(3,1,2) +List(1,2,3) == List(3,1,2) + + +// this applies for "concrete" values; +// you cannot compare functions + + // Printing/Strings //================== @@ -91,7 +104,7 @@ List(1,2,3,4).sum List(1,2,3,4).take(2).sum List(1,2,3,4).drop(2).sum -List(1,2,3,4,3)indexOf(3) +List(1,2,3,4,3).indexOf(3) "1,2,3,4,5".split(",").mkString("\n") "1,2,3,4,5".split(",3,").mkString("\n") @@ -115,26 +128,6 @@ List[(BigInt, String)] */ -// Smart Strings -//=============== - -println(">\n\n<") -println(""">\n<""") -println("""">\n<"""") - -/* in Java -val lyrics = "Sun dips down, the day has gone. \n" + - "Witches, wolves and giants yawn. \n" + - "Queen and dragon, troll and gnome: \n" + - "tired buddies head for home." -*/ - -val lyrics = """Sun dips down, the day has gone. - |Witches, wolves and giants yawn. - |Queen and dragon, troll and gnome: - |tired buddies head for home.""".stripMargin - -println(lyrics) // Pairs/Tuples @@ -158,7 +151,6 @@ square(6) - // The general scheme for a function: you have to give a type // to each argument and a return type of the function // @@ -172,7 +164,7 @@ //================= // Scala does not have a then-keyword -// both if-else branches need to be presents +// both if-else branches need to be present def fact(n: Int) : Int = if (n == 0) 1 else n * fact(n - 1) @@ -209,11 +201,46 @@ def power(x: Int, n: Int) : Int = - if (n == 0) 1 else x * power(x, n - 1) + if (n == 0) 1 else x * power(x, n - 1) power(5, 5) +// Option type +//============= + +//in Java if something unusually happens, you return null +// +//in Scala you use Option +// - if the value is present, you use Some(value) +// - if no value is present, you use None + + +List(7,2,3,4,5,6).find(_ < 4) +List(5,6,7,8,9).find(_ < 4) + + + +// error handling with Options (no exceptions) +// +// Try(something).getOrElse(what_to_do_in_case_of_an_exception) +// +import scala.util._ +import io.Source + +val my_url = "https://nms.kcl.ac.uk/christian.urban/" + +Source.fromURL(my_url).mkString + +Try(Source.fromURL(my_url).mkString).getOrElse("") + +Try(Some(Source.fromURL(my_url).mkString)).getOrElse(None) + + +// the same for files +Source.fromFile("test.txt").mkString + + // String Interpolations //======================= @@ -271,9 +298,11 @@ // with patterns -for ((m, n) <- List((1, 4), (2, 3), (3, 2), (4, 1))) yield m + n +val lst = List((1, 4), (2, 3), (3, 2), (4, 1)) -for (p <- List((1, 4), (2, 3), (3, 2), (4, 1))) yield p._1 + p._2 +for ((m, n) <- lst) yield m + n + +for (p <- lst) yield p._1 + p._2 // general pattern @@ -291,10 +320,18 @@ for (n <- (1 to 10)) println(n) +// BTW: a roundabout way of printing out a list, say +val lst = ('a' to 'm').toList -// concurrency (ONLY WORKS IN SCALA 2.11.8, not in SCALA 2.12) -// (would need to have this wrapped into a function, or -// REPL called with scala -Yrepl-class-based) +for (i <- (0 until lst.length)) println(lst(i)) + +// why not? +for (c <- lst) println(c) + +// Aside: concurrency +// (ONLY WORKS OUT-OF-THE-BOX IN SCALA 2.11.8, not in SCALA 2.12) +// (would need to have this wrapped into a function, or +// REPL called with scala -Yrepl-class-based) for (n <- (1 to 10)) println(n) for (n <- (1 to 10).par) println(n) @@ -313,106 +350,26 @@ time_needed(10, for (n <- list.par) yield n + 42) -// mutable vs immutable factorial -def fact_mu(n: Long) : Long = { - var result : Long = 1 - var i = 1 - while (i <= n) { - result = result * i - i = i + 1 - } - result -} - -def fact_im(num: Long): Long = { - if (num == 1) num else - num * fact_im(num - 1) -} - -def test() = { - for (i <- (0 to 10).par) yield { - val l1 = for (n <- (List.fill(100000)(20 to 21)).flatten.par) yield fact_mu(n) - val l2 = for (n <- (List.fill(100000)(20 to 21)).flatten.par) yield fact_im(n) - l1.sum - l2.sum - } -} - -(for (i <- (1 to 10)) yield test().sum).sum - +// Function producing multiple outputs +//===================================== -// Webpages -//========== - -import io.Source - -// obtaining a webpage -val url = """https://nms.kcl.ac.uk/christian.urban/""" -Source.fromURL(url)("ISO-8859-1").mkString - - -// another example -//val url = """http://api.postcodes.io/postcodes/CR84LQ""" - +def get_ascii(c: Char) : (Char, Int) = (c, c.toInt) -// a function for looking up constituency data -def consty_lookup(pcode: String) : String = { - val url = "http://api.postcodes.io/postcodes/" + pcode - Source.fromURL(url).mkString.split(",")(16) -} - -consty_lookup("CR84LQ") -consty_lookup("WC2B4BG") - - -val places = - List("CR84LQ", "WC2B4BG", "KY169QT", "CB11LY", "CB39AX") - -for (s <- places) println(consty_lookup(s)) +get_ascii('a') - -// A Web Crawler -//=============== -// -// the idea is to look for dead links using the -// regular expression "https?://[^"]*" +// .maxBy, sortBy with pairs +def get_length(s: String) : (String, Int) = (s, s.length) -import io.Source -import scala.util._ - -// gets the first 10K of a web-page -def get_page(url: String) : String = { - Try(Source.fromURL(url)("ISO-8859-1").take(10000).mkString). - getOrElse { println(s" Problem with: $url"); ""} -} - -// regex for URLs -val http_pattern = """"https?://[^"]*"""".r +val lst = List("zero", "one", "two", "three", "four", "ten") +val strs = for (s <- lst) yield get_length(s) -// drops the first and last character from a string -def unquote(s: String) = s.drop(1).dropRight(1) - -def get_all_URLs(page: String): Set[String] = - http_pattern.findAllIn(page).map(unquote).toSet +strs.sortBy(_._2) +strs.sortBy(_._1) -// naive version of crawl - searches until a given depth, -// visits pages potentially more than once -def crawl(url: String, n: Int) : Unit = { - if (n == 0) () - else { - println(s"Visiting: $n $url") - for (u <- get_all_URLs(get_page(url))) crawl(u, n - 1) - } -} - -// some starting URLs for the crawler -val startURL = """https://nms.kcl.ac.uk/christian.urban/""" -//val startURL = """https://nms.kcl.ac.uk/luc.moreau/index.html""" - -crawl(startURL, 2) - - +strs.maxBy(_._2) +strs.maxBy(_._1) // Further Information //===================== @@ -497,98 +454,9 @@ -// advantage of case classes -// -case class Participant(name: String, score: Int, active: Boolean) - -val ps = Seq(Participant("Jack", 34, true), - Participant("Tom", 51, true), - Participant("Bob", 90, false)) - -ps.filter(_.score < 50). - filter(_.active). - map(_.copy(active = false)) - - - -// another example why state is bad...does not work yet - -// for measuring time -def time_needed[T](n: Int, code: => T) = { - val start = System.nanoTime() - for (i <- (0 to n)) code - val end = System.nanoTime() - (end - start) / 1.0e9 -} - -def santa_state(plan: List[Char]) : Int = { - - var floor = 0 - - for (i <- plan.par) { - if (i == '(') { - floor += 1 - } else { - floor -= 1 - } - } - - floor -} - -def i(c: Char) = if (c == '(') 1 else -1 - -def santa_imutable(plan: List[Char]) : Int = - plan.par.map(i(_)).reduce(_ + _) - -santa_state("(((((()))))".toList) -santa_imutable("(((((()))))".toList) - -def randomString(length: Int) : String = - List.fill(length)((40 + scala.util.Random.nextInt(2)).toChar) - - -santa_state(randomString(100)) - -val large_string = randomString(3000000) - -time_needed(10, santa_state(large_string)) -time_needed(10, santa_imutable(large_string)) -//======================= -// equality is structural -val a = "Dave" -val b = "Dave" -if (a == b) println("equal") else println("unequal") - - - -List.fill(10)(math.random) - -//------------------------ - - -for (a <- 0 to 10) { - println(a) -} - -for (a <- 0 until 10) { - println(a) -} - -for (a <- 0 until 2; b <- 0 to 2) { - -} - -output -a=0, b=0 -a=0, b=1 -a=0, b=2 -a=1, b=0 -a=1, b=1 -a=1, b=2 diff -r d59c7995bcb2 -r 54befaf23648 slides/slides01.pdf Binary file slides/slides01.pdf has changed diff -r d59c7995bcb2 -r 54befaf23648 slides/slides01.tex --- a/slides/slides01.tex Wed Nov 07 12:08:01 2018 +0000 +++ b/slides/slides01.tex Thu Nov 08 23:42:03 2018 +0000 @@ -28,7 +28,7 @@ \frametitle{% \begin{tabular}{@ {}c@ {}} \\[5mm] - \huge PEP Scala (\liningnums{1}) + \hspace{7mm}\huge PEP Scala (\liningnums{1}) \end{tabular}} \normalsize @@ -37,14 +37,18 @@ Email: & christian.urban at kcl.ac.uk\\ Office: & N\liningnums{7.07} (North Wing, Bush House)\\ Slides \& Code: & KEATS\medskip\\ - Scala Office & \\ - Hours: & Mondays 12:00 -- 14:00\\ + Office Hours: & Mondays 12:00 -- 14:00\\ + & \alert{except next week: Tuesday} \end{tabular} \end{center} - \tiny - developed since 2004 bvy Martin Odersky - picture about assignments + %\tiny + %developed since 2004 bv Martin Odersky + %picture about assignments + +\begin{textblock}{6}(0.5,0.5) +\includegraphics[scale=0.035]{../pics/assign.jpg}\\[-1mm] +\end{textblock} \end{frame} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% @@ -75,20 +79,29 @@ \end{tabular} \end{textblock} + +\begin{textblock}{6}(2,12) +\begin{bubble}[9cm] + \small + developed since 2004 by Martin Odersky\\ + (he was behind Generic Scala which was included in Java 5) +\end{bubble} +\end{textblock} + \end{frame} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -\begin{frame}[c] -\frametitle{Why Scala?} - -In the last few years there is a ``Cambrian explosion'' of -languages from both academia and industry. - -It is essential for students to have skills to pick up new languages -quickly. - -\end{frame} +%\begin{frame}[c] +%\frametitle{Why Scala?} +% +%In the last few years there is a ``Cambrian explosion'' of +%languages from both academia and industry. +% +%It is essential for students to have skills to pick up new languages +%quickly. +% +%\end{frame} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% @@ -102,7 +115,7 @@ \item integrates seamlessly with Java\medskip \item combines \underline{\bf functional} and {\bf object-oriented} programming\bigskip \item it is a bit on the ``mathematical'' side\\ - \textcolor{gray}{(no pointers, no \texttt{null})} + \textcolor{gray}{(no pointers, no \texttt{null}, but expressions)} \item often one can write very concise and elegant code \end{itemize}\bigskip\medskip @@ -138,13 +151,13 @@ %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -\begin{frame}[c] -\frametitle{Scala (imperative) vs Scala (functional)} - -Reham's example - - -\end{frame} +%\begin{frame}[c] +%\frametitle{Scala (imperative) vs Scala (functional)} +% +%Reham's example +% +% +%\end{frame} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% @@ -154,10 +167,13 @@ \frametitle{First Steps: Scala Tools} \begin{itemize} +\item I use VS Code and a Scala extension +\begin{center} +\includegraphics[scale=0.10]{../pics/vscode.png}\\[-10mm]\mbox{} +\end{center}\bigskip + \item there is a plugin for Eclipse (called Scala IDE)\medskip \item there is also a plugin for IntelliJ\medskip -\item there is a worksheet mode in Eclipse and IntelliJ\bigskip -\item I use Sublime or venerable Emacs ;o) \end{itemize} \end{frame} diff -r d59c7995bcb2 -r 54befaf23648 templates1/AAPL.csv --- a/templates1/AAPL.csv Wed Nov 07 12:08:01 2018 +0000 +++ b/templates1/AAPL.csv Thu Nov 08 23:42:03 2018 +0000 @@ -1,765 +1,786 @@ Date,Adj Close -1981-01-02,0.505916 -1981-01-05,0.494918 -1981-01-06,0.472922 -1981-01-07,0.452758 -1981-01-08,0.443594 -1981-01-09,0.467423 -1981-01-12,0.463757 -1981-01-13,0.447260 -1981-01-14,0.449092 -1981-01-15,0.458258 -1981-01-16,0.454591 -1981-01-19,0.482087 -1981-01-20,0.467423 -1981-01-21,0.476588 -1981-01-22,0.482087 -1981-01-23,0.480254 -1981-01-26,0.472922 -1981-01-27,0.469256 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-1984-01-31,2.338858 -1985-01-02,2.753547 -1985-01-03,2.786724 -1985-01-04,2.819900 -1985-01-07,2.853074 -1985-01-08,2.819900 -1985-01-09,2.753547 -1985-01-10,2.770135 -1985-01-11,2.770135 -1985-01-14,2.753547 -1985-01-15,2.753547 -1985-01-16,2.720372 -1985-01-17,2.703785 -1985-01-18,2.819900 -1985-01-21,2.803311 -1985-01-22,2.869663 -1985-01-23,2.786724 -1985-01-24,2.786724 -1985-01-25,2.819900 -1985-01-28,2.803311 -1985-01-29,2.819900 -1985-01-30,2.869663 -1985-01-31,2.853074 -1986-01-02,3.334116 -1986-01-03,3.284353 -1986-01-06,3.259472 -1986-01-07,3.284353 -1986-01-08,3.309233 -1986-01-09,3.309233 -1986-01-10,3.284353 -1986-01-13,3.284353 -1986-01-14,3.309233 -1986-01-15,3.309233 -1986-01-16,3.334116 -1986-01-17,3.334116 -1986-01-20,3.309233 -1986-01-21,3.383878 -1986-01-22,3.383878 -1986-01-23,3.383878 -1986-01-24,3.358997 -1986-01-27,3.433641 -1986-01-28,3.433641 -1986-01-29,3.334116 -1986-01-30,3.309233 -1986-01-31,3.458522 -1987-01-02,4.030794 -1987-01-05,4.180086 -1987-01-06,4.130323 -1987-01-07,4.130323 -1987-01-08,4.180086 -1987-01-09,4.155204 -1987-01-12,4.180086 -1987-01-13,4.229848 -1987-01-14,4.229848 -1987-01-15,4.229848 -1987-01-16,4.155204 -1987-01-19,4.204966 -1987-01-20,4.180086 -1987-01-21,4.204966 -1987-01-22,4.254729 -1987-01-23,4.404018 -1987-01-26,4.404018 -1987-01-27,4.578188 -1987-01-28,4.553306 -1987-01-29,4.553306 -1987-01-30,4.553306 -1988-01-04,4.119050 -1988-01-05,4.169588 -1988-01-06,4.169588 -1988-01-07,4.295941 -1988-01-08,3.992697 -1988-01-11,3.967428 -1988-01-12,3.891616 -1988-01-13,3.916886 -1988-01-14,3.916886 -1988-01-15,4.017968 -1988-01-18,3.967428 -1988-01-19,3.942155 -1988-01-20,3.916886 -1988-01-21,3.967428 -1988-01-22,3.967428 -1988-01-25,4.017968 -1988-01-26,3.967428 -1988-01-27,3.916886 -1988-01-28,3.942155 -1988-01-29,3.942155 -1989-01-03,4.458841 -1989-01-04,4.485705 -1989-01-05,4.485705 -1989-01-06,4.566285 -1989-01-09,4.566285 -1989-01-10,4.566285 -1989-01-11,4.566285 -1989-01-12,4.539422 -1989-01-13,4.593145 -1989-01-16,4.593145 -1989-01-17,4.646864 -1989-01-18,4.673725 -1989-01-19,4.673725 -1989-01-20,4.566285 -1989-01-23,4.512562 -1989-01-24,4.566285 -1989-01-25,4.539422 -1989-01-26,4.700584 -1989-01-27,4.700584 -1989-01-30,4.781168 -1989-01-31,4.754309 -1990-01-02,5.012437 -1990-01-03,4.955476 -1990-01-04,4.983958 -1990-01-05,4.983958 -1990-01-08,4.955476 -1990-01-09,4.983958 -1990-01-10,4.955476 -1990-01-11,4.841557 -1990-01-12,4.784597 -1990-01-15,4.784597 -1990-01-16,4.813078 -1990-01-17,4.841557 -1990-01-18,4.841557 -1990-01-19,4.784597 -1990-01-22,4.784597 -1990-01-23,4.727639 -1990-01-24,4.727639 -1990-01-25,4.727639 -1990-01-26,4.756117 -1990-01-29,4.727639 -1990-01-30,4.756117 -1990-01-31,4.756117 -1991-01-02,3.515884 -1991-01-03,3.546724 -1991-01-04,3.515884 -1991-01-07,3.454203 -1991-01-08,3.454203 -1991-01-09,3.454203 -1991-01-10,3.392519 -1991-01-11,3.392519 -1991-01-14,3.423360 -1991-01-15,3.546724 -1991-01-16,3.577569 -1991-01-17,3.639249 -1991-01-18,3.670089 -1991-01-21,3.670089 -1991-01-22,3.700930 -1991-01-23,3.670089 -1991-01-24,3.762613 -1991-01-25,3.762613 -1991-01-28,4.009340 -1991-01-29,4.225229 -1991-01-30,4.194386 -1991-01-31,4.256071 -1992-01-02,5.051630 -1992-01-03,5.118537 -1992-01-06,5.185450 -1992-01-07,5.218903 -1992-01-08,5.252358 -1992-01-09,5.419631 -1992-01-10,5.486539 -1992-01-13,5.453087 -1992-01-14,5.586904 -1992-01-15,5.553449 -1992-01-16,5.586904 -1992-01-17,5.553449 -1992-01-20,5.553449 -1992-01-21,5.352722 -1992-01-22,5.453087 -1992-01-23,5.486539 -1992-01-24,5.352722 -1992-01-27,5.419631 -1992-01-28,5.453087 -1992-01-29,5.553449 -1992-01-30,5.553449 -1992-01-31,5.553449 -1993-01-04,7.154995 -1993-01-05,7.047670 -1993-01-06,7.047670 -1993-01-07,7.119226 -1993-01-08,7.083446 -1993-01-11,7.190772 -1993-01-12,7.190772 -1993-01-13,7.226548 -1993-01-14,7.226548 -1993-01-15,7.154995 -1993-01-18,7.226548 -1993-01-19,7.190772 -1993-01-20,7.333868 -1993-01-21,7.369648 -1993-01-22,6.940348 -1993-01-25,7.011897 -1993-01-26,7.047670 -1993-01-27,6.904572 -1993-01-28,6.976122 -1993-01-29,7.047670 -1994-01-03,7.500911 -1994-01-04,7.728212 -1994-01-05,7.879747 -1994-01-06,7.841864 -1994-01-07,7.879747 -1994-01-10,7.917628 -1994-01-11,7.879747 -1994-01-12,7.917628 -1994-01-13,7.917628 -1994-01-14,8.069162 -1994-01-17,8.107049 -1994-01-18,7.803977 -1994-01-19,7.879747 -1994-01-20,7.652442 -1994-01-21,7.690329 -1994-01-24,7.576679 -1994-01-25,7.576679 -1994-01-26,7.538796 -1994-01-27,7.652442 -1994-01-28,7.500911 -1994-01-31,7.311496 -1995-01-03,6.793611 -1995-01-04,6.753173 -1995-01-05,6.834050 -1995-01-06,6.793611 -1995-01-09,6.834050 -1995-01-10,6.631859 -1995-01-11,6.631859 -1995-01-12,6.672298 -1995-01-13,6.753173 -1995-01-16,6.712735 -1995-01-17,6.712735 -1995-01-18,6.672298 -1995-01-19,6.712735 -1995-01-20,6.712735 -1995-01-23,6.672298 -1995-01-24,6.591421 -1995-01-25,6.631859 -1995-01-26,6.753173 -1995-01-27,6.793611 -1995-01-30,6.753173 -1995-01-31,6.753173 -1996-01-02,7.999853 -1996-01-03,7.956373 -1996-01-04,7.869422 -1996-01-05,7.869422 -1996-01-08,7.782465 -1996-01-09,7.912897 -1996-01-10,7.782465 -1996-01-11,7.825945 -1996-01-12,7.782465 -1996-01-15,7.825945 -1996-01-16,7.825945 -1996-01-17,7.782465 -1996-01-18,7.695510 -1996-01-19,7.695510 -1996-01-22,7.652034 -1996-01-23,7.608552 -1996-01-24,7.521599 -1996-01-25,7.521599 -1996-01-26,7.565077 -1996-01-29,7.391168 -1996-01-30,7.434645 -1996-01-31,7.434645 -1997-01-02,9.967930 -1997-01-03,9.967930 -1997-01-06,10.061083 -1997-01-07,10.154243 -1997-01-08,10.293979 -1997-01-09,10.340554 -1997-01-10,10.387138 -1997-01-13,10.480300 -1997-01-14,10.480300 -1997-01-15,10.573455 -1997-01-16,10.526876 -1997-01-17,10.526876 -1997-01-20,10.573455 -1997-01-21,10.666617 -1997-01-22,10.433719 -1997-01-23,10.573455 -1997-01-24,10.387138 -1997-01-27,10.433719 -1997-01-28,10.480300 -1997-01-29,10.480300 -1997-01-30,10.433719 -1997-01-31,10.526876 -1998-01-02,10.285053 -1998-01-05,10.285053 -1998-01-06,10.285053 -1998-01-07,10.210528 -1998-01-08,10.111154 -1998-01-09,9.962094 -1998-01-12,9.962094 -1998-01-13,10.185684 -1998-01-14,9.962094 -1998-01-15,10.036625 -1998-01-16,10.061468 -1998-01-20,10.061468 -1998-01-21,10.011782 -1998-01-22,10.011782 -1998-01-23,9.986935 -1998-01-26,10.011782 -1998-01-27,9.912408 -1998-01-28,9.937252 -1998-01-29,10.011782 -1998-01-30,9.837877 -1999-01-04,10.046636 -1999-01-05,10.474152 -1999-01-06,10.474152 -1999-01-07,10.313835 -1999-01-08,10.260390 -1999-01-11,10.126796 -1999-01-12,10.206952 -1999-01-13,10.367270 -1999-01-14,10.260390 -1999-01-15,10.260390 -1999-01-19,10.313835 -1999-01-20,10.100071 -1999-01-21,10.233673 -1999-01-22,9.966474 -1999-01-25,10.046636 -1999-01-26,9.859591 -1999-01-27,9.859591 -1999-01-28,9.699273 -1999-01-29,9.832875 -2000-01-03,8.765826 -2000-01-04,8.736703 -2000-01-05,8.707580 -2000-01-06,8.969682 -2000-01-07,9.435640 -2000-01-10,9.493882 -2000-01-11,9.144416 -2000-01-12,9.319148 -2000-01-13,9.290029 -2000-01-14,9.202658 -2000-01-18,9.319148 -2000-01-19,9.377393 -2000-01-20,9.406517 -2000-01-21,9.406517 -2000-01-24,9.319148 -2000-01-25,9.319148 -2000-01-26,9.319148 -2000-01-27,9.348270 -2000-01-28,9.348270 -2000-01-31,9.290029 -2001-01-02,9.742064 -2001-01-03,9.965648 -2001-01-04,10.029531 -2001-01-05,9.933706 -2001-01-08,9.901762 -2001-01-09,9.965648 -2001-01-10,10.029531 -2001-01-11,10.029531 -2001-01-12,10.029531 -2001-01-16,10.061474 -2001-01-17,9.965648 -2001-01-18,9.933706 -2001-01-19,10.093415 -2001-01-22,10.061474 -2001-01-23,10.061474 -2001-01-24,10.029531 -2001-01-25,9.933706 -2001-01-26,9.933706 -2001-01-29,10.016754 -2001-01-30,10.139409 -2001-01-31,10.078081 -2002-01-02,12.803737 -2002-01-03,12.987998 -2002-01-04,12.881908 -2002-01-07,12.803737 -2002-01-08,12.976830 -2002-01-09,13.021503 -2002-01-10,13.038255 -2002-01-11,13.194602 -2002-01-14,13.725066 -2002-01-15,13.568717 -2002-01-16,13.429122 -2002-01-17,13.747406 -2002-01-18,13.607803 -2002-01-22,13.429122 -2002-01-23,13.473792 -2002-01-24,13.406792 -2002-01-25,13.429122 -2002-01-28,13.596642 -2002-01-29,13.484964 -2002-01-30,13.618976 -2002-01-31,13.574306 -2003-01-02,17.006739 -2003-01-03,16.976738 -2003-01-06,17.000732 -2003-01-07,16.802774 -2003-01-08,16.706787 -2003-01-09,16.706787 -2003-01-10,16.532824 -2003-01-13,16.442837 -2003-01-14,16.334860 -2003-01-15,16.046913 -2003-01-16,16.292864 -2003-01-17,16.196886 -2003-01-21,16.208883 -2003-01-22,16.256866 -2003-01-23,16.340851 -2003-01-24,16.226877 -2003-01-27,16.082905 -2003-01-28,16.184879 -2003-01-29,16.406845 -2003-01-30,16.568815 -2003-01-31,16.820766 -2004-01-02,24.483887 -2004-01-05,24.515659 -2004-01-06,24.591866 -2004-01-07,24.452143 -2004-01-08,24.420382 -2004-01-09,24.401335 -2004-01-12,24.388636 -2004-01-13,24.534706 -2004-01-14,24.566462 -2004-01-15,24.801460 -2004-01-16,24.604567 -2004-01-20,24.814157 -2004-01-21,24.769691 -2004-01-22,24.845921 -2004-01-23,25.061855 -2004-01-26,25.531849 -2004-01-27,25.951021 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+2018-01-30,188.095032 +2018-01-31,190.193619 diff -r d59c7995bcb2 -r 54befaf23648 templates1/collatz.scala --- a/templates1/collatz.scala Wed Nov 07 12:08:01 2018 +0000 +++ b/templates1/collatz.scala Thu Nov 08 23:42:03 2018 +0000 @@ -1,7 +1,6 @@ // Part 1 about the 3n+1 conjecture //================================= -object CW6a { //(1) Complete the collatz function below. It should // recursively calculate the number of steps needed @@ -13,7 +12,7 @@ //def collatz(n: Long) : Long = ... -//(2) Complete the collatz-bound function below. It should +//(2) Complete the collatz_max function below. It should // calculate how many steps are needed for each number // from 1 up to a bound and then calculate the maximum number of // steps and the corresponding number that needs that many @@ -25,4 +24,4 @@ //def collatz_max(bnd: Long) : (Long, Long) = ... -} + diff -r d59c7995bcb2 -r 54befaf23648 templates1/drumb.scala --- a/templates1/drumb.scala Wed Nov 07 12:08:01 2018 +0000 +++ b/templates1/drumb.scala Thu Nov 08 23:42:03 2018 +0000 @@ -1,20 +1,18 @@ -// Advanced Part 3 about a really dumb investment strategy -//========================================================== - -object CW6c { +// Part 2 and 3 about a really dumb investment strategy +//====================================================== //two test portfolios val blchip_portfolio = List("GOOG", "AAPL", "MSFT", "IBM", "FB", "AMZN", "BIDU") val rstate_portfolio = List("PLD", "PSA", "AMT", "AIV", "AVB", "BXP", "CCI", - "DLR", "EQIX", "EQR", "ESS", "EXR", "FRT", "GGP", "HCP") + "DLR", "EQIX", "EQR", "ESS", "EXR", "FRT", "HCP") -// (1.a) The function below takes a stock symbol and a year as arguments. -// It should read the corresponding CSV-file and read the January -// data from the given year. The data should be collected in a list of -// strings for each line in the CSV-file. +// (1) The function below takes a stock symbol and a year as arguments. +// It should read the corresponding CSV-file and reads the January +// data from the given year. The data should be collected in a list of +// strings for each line in the CSV-file. import io.Source import scala.util._ @@ -22,55 +20,71 @@ //def get_january_data(symbol: String, year: Int) : List[String] = ... -// (1.b) From the output of the get_january_data function, the next function -// should extract the first line (if it exists) and the corresponding -// first trading price in that year as Option[Double]. If no line is -// generated by get_january_data then the result is None +// (2) From the output of the get_january_data function, the next function +// should extract the first line (if it exists) and the corresponding +// first trading price in that year with type Option[Double]. If no line +// is generated by get_january_data then the result is None; Some if +// there is a price. //def get_first_price(symbol: String, year: Int) : Option[Double] = ... -// (1.c) Complete the function below that obtains all first prices -// for the stock symbols from a portfolio (list of strings) and -// for the given range of years. The inner lists are for the -// stock symbols and the outer list for the years. +// (3) Complete the function below that obtains all first prices +// for the stock symbols from a portfolio (list of strings) and +// for the given range of years. The inner lists are for the +// stock symbols and the outer list for the years. //def get_prices(portfolio: List[String], years: Range) : List[List[Option[Double]]] = ... -// (2) The first function below calculates the change factor (delta) between -// a price in year n and a price in year n + 1. The second function calculates -// all change factors for all prices (from a portfolio). The input to this -// function are the nested lists created by get_prices above. + +//============================================== +// Do not change anything below, unless you want +// to submit the file for the advanced part 3! +//============================================== + + +// (4) The function below calculates the change factor (delta) between +// a price in year n and a price in year n + 1. //def get_delta(price_old: Option[Double], price_new: Option[Double]) : Option[Double] = ... + + +// (5) The next function calculates all change factors for all prices (from a +// portfolio). The input to this function are the nested lists created by +// get_prices above. + //def get_deltas(data: List[List[Option[Double]]]) : List[List[Option[Double]]] = ... -// (3) Write a function that given change factors, a starting balance and a year -// calculates the yearly yield, i.e. new balance, according to our dump investment -// strategy. Another function calculates given the same data calculates the -// compound yield up to a given year. Finally a function combines all -// calculations by taking a portfolio, a range of years and a start balance -// as arguments. +// (6) Write a function that given change factors, a starting balance and an index, +// calculates the yearly yield, i.e. new balance, according to our dumb investment +// strategy. Index points to a year in the data list. + +//def yearly_yield(data: List[List[Option[Double]]], balance: Long, index: Int) : Long = ... -//def yearly_yield(data: List[List[Option[Double]]], balance: Long, year: Int) : Long = ... +// (7) Write a function compound_yield that calculates the overall balance for a +// range of years where in each year the yearly profit is compounded to the new +// balances and then re-invested into our portfolio. For this use the function and +// results generated under (6). The function investment calls compound_yield +// with the appropriate deltas and the first index. -//def compound_yield(data: List[List[Option[Double]]], balance: Long, year: Int) : Long = ... +//def compound_yield(data: List[List[Option[Double]]], balance: Long, index: Int) : Long = ... //def investment(portfolio: List[String], years: Range, start_balance: Long) : Long = ... -//test cases for the two portfolios given above + +//Test cases for the two portfolios given above -//investment(rstate_portfolio, 1978 to 2017, 100) -//investment(blchip_portfolio, 1978 to 2017, 100) +//println("Real data: " + investment(rstate_portfolio, 1978 to 2018, 100)) +//println("Blue data: " + investment(blchip_portfolio, 1978 to 2018, 100)) -} + diff -r d59c7995bcb2 -r 54befaf23648 testing1/AAPL.csv --- a/testing1/AAPL.csv Wed Nov 07 12:08:01 2018 +0000 +++ b/testing1/AAPL.csv Thu Nov 08 23:42:03 2018 +0000 @@ -1,765 +1,786 @@ Date,Adj Close -1981-01-02,0.505916 -1981-01-05,0.494918 -1981-01-06,0.472922 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-1979-01-26,7.231145 -1979-01-29,7.190714 -1979-01-30,7.208042 -1979-01-31,7.132956 -1980-01-02,6.061158 -1980-01-03,6.158133 -1980-01-04,6.146015 -1980-01-07,6.121768 -1980-01-08,6.533929 -1980-01-09,6.339971 -1980-01-10,6.546052 -1980-01-11,6.497560 -1980-01-14,6.485439 -1980-01-15,6.800620 -1980-01-16,6.788499 -1980-01-17,6.715765 -1980-01-18,6.752131 -1980-01-21,6.691520 -1980-01-22,6.691520 -1980-01-23,6.909722 -1980-01-24,6.849113 -1980-01-25,6.800620 -1980-01-28,6.885472 -1980-01-29,6.824864 -1980-01-30,6.824864 -1980-01-31,6.655151 -1981-01-02,7.076766 -1981-01-05,7.191939 -1981-01-06,7.319911 -1981-01-07,7.115162 -1981-01-08,6.923204 -1981-01-09,6.897610 -1981-01-12,6.833622 -1981-01-13,6.808028 -1981-01-14,6.833622 -1981-01-15,6.731249 -1981-01-16,6.846423 -1981-01-19,6.820825 -1981-01-20,6.654467 -1981-01-21,6.667262 -1981-01-22,6.680058 -1981-01-23,6.654467 -1981-01-26,6.654467 -1981-01-27,6.705656 -1981-01-28,6.616076 -1981-01-29,6.641670 -1981-01-30,6.590479 -1982-01-04,6.329620 -1982-01-05,6.193795 -1982-01-06,6.166629 -1982-01-07,6.166629 -1982-01-08,6.166629 -1982-01-11,6.166629 -1982-01-12,6.248124 -1982-01-13,6.234542 -1982-01-14,6.397539 -1982-01-15,6.492614 -1982-01-18,6.723527 -1982-01-19,6.628446 -1982-01-20,6.682780 -1982-01-21,6.791440 -1982-01-22,6.696355 -1982-01-25,6.737109 -1982-01-26,6.709941 -1982-01-27,6.805022 -1982-01-28,6.995185 -1982-01-29,6.913689 -1983-01-03,10.628294 -1983-01-04,10.928285 -1983-01-05,10.971148 -1983-01-06,11.156856 -1983-01-07,11.042571 -1983-01-10,11.199715 -1983-01-11,11.199715 -1983-01-12,11.213997 -1983-01-13,11.271140 -1983-01-14,11.328283 -1983-01-17,11.342566 -1983-01-18,11.385419 -1983-01-19,11.256856 -1983-01-20,11.185425 -1983-01-21,10.814001 -1983-01-24,10.728296 -1983-01-25,10.971148 -1983-01-26,10.871145 -1983-01-27,11.156856 -1983-01-28,11.128282 -1983-01-31,11.299706 -1984-01-03,14.374652 -1984-01-04,14.625539 -1984-01-05,14.669814 -1984-01-06,14.581270 -1984-01-09,14.551744 -1984-01-10,14.433688 -1984-01-11,14.433688 -1984-01-12,14.315613 -1984-01-13,14.049959 -1984-01-16,14.227064 -1984-01-17,14.286090 -1984-01-18,14.227064 -1984-01-19,14.035197 -1984-01-20,13.813825 -1984-01-23,13.710519 -1984-01-24,13.784315 -1984-01-25,13.621968 -1984-01-26,13.533414 -1984-01-27,13.562939 -1984-01-30,13.444866 -1984-01-31,13.474385 -1985-01-02,14.786401 -1985-01-03,14.664192 -1985-01-04,14.633652 -1985-01-07,14.710019 -1985-01-08,14.633652 -1985-01-09,14.710019 -1985-01-10,15.122452 -1985-01-11,15.000247 -1985-01-14,15.244651 -1985-01-15,15.229381 -1985-01-16,15.137722 -1985-01-17,15.107179 -1985-01-18,15.168268 -1985-01-21,15.672351 -1985-01-22,15.840377 -1985-01-23,16.191713 -1985-01-24,16.268085 -1985-01-25,16.283367 -1985-01-28,16.451380 -1985-01-29,16.741625 -1985-01-30,16.695795 -1985-01-31,16.665247 -1986-01-02,19.211901 -1986-01-03,19.512083 -1986-01-06,19.512083 -1986-01-07,19.670092 -1986-01-08,18.816917 -1986-01-09,19.006514 -1986-01-10,18.769522 -1986-01-13,18.832720 -1986-01-14,18.864323 -1986-01-15,19.290894 -1986-01-16,19.717482 -1986-01-17,19.069708 -1986-01-20,18.880108 -1986-01-21,18.895912 -1986-01-22,18.232340 -1986-01-23,18.706327 -1986-01-24,18.959116 -1986-01-27,18.911713 -1986-01-28,19.180300 -1986-01-29,19.085522 -1986-01-30,18.895912 -1986-01-31,19.148706 -1987-01-02,15.915498 -1987-01-05,16.127474 -1987-01-06,16.045942 -1987-01-07,16.111187 -1987-01-08,16.029646 -1987-01-09,15.948116 -1987-01-12,15.703507 -1987-01-13,15.198002 -1987-01-14,15.475204 -1987-01-15,15.654590 -1987-01-16,15.654590 -1987-01-19,16.339472 -1987-01-20,16.013340 -1987-01-21,16.013340 -1987-01-22,16.616690 -1987-01-23,16.469933 -1987-01-26,16.600389 -1987-01-27,16.877607 -1987-01-28,16.959133 -1987-01-29,16.779755 -1987-01-30,16.796078 -1988-01-04,16.245819 -1988-01-05,16.397184 -1988-01-06,16.531729 -1988-01-07,16.599001 -1988-01-08,15.455400 -1988-01-11,15.842206 -1988-01-12,15.505849 -1988-01-13,15.623572 -1988-01-14,15.589936 -1988-01-15,16.010378 -1988-01-18,15.842206 -1988-01-19,15.034954 -1988-01-20,14.849957 -1988-01-21,14.934059 -1988-01-22,14.866779 -1988-01-25,15.236765 -1988-01-26,15.051776 -1988-01-27,15.169494 -1988-01-28,15.304042 -1988-01-29,15.119043 -1989-01-03,16.905388 -1989-01-04,17.114964 -1989-01-05,17.080038 -1989-01-06,17.027639 -1989-01-09,17.045103 -1989-01-10,16.922848 -1989-01-11,17.080038 -1989-01-12,17.202280 -1989-01-13,17.237207 -1989-01-16,17.359451 -1989-01-17,17.307055 -1989-01-18,17.464245 -1989-01-19,17.359451 -1989-01-20,17.272137 -1989-01-23,17.097498 -1989-01-24,17.359451 -1989-01-25,17.219734 -1989-01-26,17.603956 -1989-01-27,17.726210 -1989-01-30,17.988171 -1989-01-31,18.250135 -1990-01-02,14.283247 -1990-01-03,14.410779 -1990-01-04,14.574739 -1990-01-05,14.538308 -1990-01-08,14.629398 -1990-01-09,14.483657 -1990-01-10,14.429001 -1990-01-11,14.556528 -1990-01-12,14.265030 -1990-01-15,14.301468 -1990-01-16,14.592954 -1990-01-17,14.410779 -1990-01-18,14.501869 -1990-01-19,14.374345 -1990-01-22,14.082840 -1990-01-23,14.101072 -1990-01-24,14.210383 -1990-01-25,13.973537 -1990-01-26,14.119287 -1990-01-29,14.173940 -1990-01-30,14.173940 -1990-01-31,14.374345 -1991-01-02,17.111137 -1991-01-03,17.168360 -1991-01-04,17.111137 -1991-01-07,16.824991 -1991-01-08,16.634235 -1991-01-09,16.309946 -1991-01-10,16.538853 -1991-01-11,16.500700 -1991-01-14,16.290865 -1991-01-15,16.405331 -1991-01-16,16.653309 -1991-01-17,17.664339 -1991-01-18,17.950468 -1991-01-21,18.255692 -1991-01-22,18.007706 -1991-01-23,18.198463 -1991-01-24,18.465532 -1991-01-25,18.713514 -1991-01-28,18.961508 -1991-01-29,18.999660 -1991-01-30,19.381170 -1991-01-31,19.343029 -1992-01-02,14.417690 -1992-01-03,14.437652 -1992-01-06,14.737185 -1992-01-07,15.116600 -1992-01-08,14.757150 -1992-01-09,14.577439 -1992-01-10,14.517529 -1992-01-13,14.417690 -1992-01-14,14.757150 -1992-01-15,15.236421 -1992-01-16,15.256382 -1992-01-17,15.396170 -1992-01-20,15.216442 -1992-01-21,14.837029 -1992-01-22,15.276355 -1992-01-23,14.936888 -1992-01-24,14.876968 -1992-01-27,14.976818 -1992-01-28,14.896942 -1992-01-29,14.677280 -1992-01-30,14.657313 -1992-01-31,14.377742 -1993-01-04,8.482168 -1993-01-05,8.270642 -1993-01-06,8.122577 -1993-01-07,7.953352 -1993-01-08,7.868745 -1993-01-11,8.080268 -1993-01-12,8.249489 -1993-01-13,8.080268 -1993-01-14,8.249489 -1993-01-15,8.164884 -1993-01-18,8.376404 -1993-01-19,8.186030 -1993-01-20,7.932202 -1993-01-21,7.847589 -1993-01-22,8.228331 -1993-01-25,8.270642 -1993-01-26,8.291796 -1993-01-27,8.397554 -1993-01-28,8.503319 -1993-01-29,8.714847 -1994-01-03,10.070459 -1994-01-04,10.310748 -1994-01-05,10.398129 -1994-01-06,10.223369 -1994-01-07,10.288904 -1994-01-10,10.354441 -1994-01-11,10.245215 -1994-01-12,10.157835 -1994-01-13,10.267063 -1994-01-14,10.245215 -1994-01-17,10.048614 -1994-01-18,9.983077 -1994-01-19,9.786471 -1994-01-20,9.655403 -1994-01-21,9.655403 -1994-01-24,10.245215 -1994-01-25,10.179682 -1994-01-26,9.852011 -1994-01-27,9.983077 -1994-01-28,10.092302 -1994-01-31,9.873855 -1995-01-03,13.099144 -1995-01-04,13.210154 -1995-01-05,13.143543 -1995-01-06,13.343360 -1995-01-09,13.409963 -1995-01-10,13.609785 -1995-01-11,13.498776 -1995-01-12,13.498776 -1995-01-13,13.565384 -1995-01-16,13.765208 -1995-01-17,13.765208 -1995-01-18,13.720794 -1995-01-19,13.587584 -1995-01-20,13.387764 -1995-01-23,13.187947 -1995-01-24,13.143543 -1995-01-25,12.854925 -1995-01-26,12.854925 -1995-01-27,12.877121 -1995-01-30,12.743900 -1995-01-31,12.810514 -1996-01-02,16.316818 -1996-01-03,16.025042 -1996-01-04,15.598606 -1996-01-05,15.912824 -1996-01-08,16.002588 -1996-01-09,15.576159 -1996-01-10,15.665934 -1996-01-11,15.665934 -1996-01-12,15.508825 -1996-01-15,14.925285 -1996-01-16,15.621047 -1996-01-17,15.733273 -1996-01-18,17.281906 -1996-01-19,18.314327 -1996-01-22,18.359222 -1996-01-23,18.493887 -1996-01-24,19.212091 -1996-01-25,18.695879 -1996-01-26,18.808105 -1996-01-29,19.122320 -1996-01-30,19.503868 -1996-01-31,19.481424 -1997-01-02,27.831324 -1997-01-03,28.898287 -1997-01-06,29.284195 -1997-01-07,29.670118 -1997-01-08,29.034496 -1997-01-09,29.397703 -1997-01-10,29.602003 -1997-01-13,29.760918 -1997-01-14,30.331261 -1997-01-15,29.897133 -1997-01-16,30.056038 -1997-01-17,30.010641 -1997-01-20,30.328436 -1997-01-21,30.510046 -1997-01-22,28.693975 -1997-01-23,27.558920 -1997-01-24,27.331913 -1997-01-27,26.469278 -1997-01-28,27.377316 -1997-01-29,28.398859 -1997-01-30,28.557764 -1997-01-31,28.489653 -1998-01-02,38.695133 -1998-01-05,38.992794 -1998-01-06,38.557766 -1998-01-07,38.191406 -1998-01-08,38.168514 -1998-01-09,36.657345 -1998-01-12,36.680248 -1998-01-13,37.412930 -1998-01-14,37.596092 -1998-01-15,37.893742 -1998-01-16,38.466167 -1998-01-20,39.702583 -1998-01-21,36.680248 -1998-01-22,36.405476 -1998-01-23,36.336784 -1998-01-26,35.947536 -1998-01-27,35.352253 -1998-01-28,35.535408 -1998-01-29,35.970463 -1998-01-30,36.176514 -1999-01-04,67.516541 -1999-01-05,69.960785 -1999-01-06,69.638000 -1999-01-07,70.168335 -1999-01-08,69.199852 -1999-01-11,69.822426 -1999-01-12,68.277481 -1999-01-13,68.438911 -1999-01-14,66.640327 -1999-01-15,68.231361 -1999-01-19,70.929268 -1999-01-20,71.759377 -1999-01-21,72.681725 -1999-01-22,66.317490 -1999-01-25,67.147591 -1999-01-26,68.485023 -1999-01-27,65.787148 -1999-01-28,65.925468 -1999-01-29,67.608780 -2000-01-03,86.003464 -2000-01-04,83.084152 -2000-01-05,86.003464 -2000-01-06,84.520630 -2000-01-07,84.149895 -2000-01-10,87.486267 -2000-01-11,88.227684 -2000-01-12,88.598366 -2000-01-13,87.671623 -2000-01-14,88.691055 -2000-01-18,85.818085 -2000-01-19,88.598366 -2000-01-20,88.227684 -2000-01-21,90.081207 -2000-01-24,90.081207 -2000-01-25,88.320335 -2000-01-26,86.559509 -2000-01-27,84.149895 -2000-01-28,82.713448 -2000-01-31,83.223152 -2001-01-02,63.173691 -2001-01-03,70.482635 -2001-01-04,69.411896 -2001-01-05,70.017090 -2001-01-08,69.691193 -2001-01-09,68.946342 -2001-01-10,69.598122 -2001-01-11,69.784340 -2001-01-12,69.877434 -2001-01-16,69.086044 -2001-01-17,72.018936 -2001-01-18,80.677940 -2001-01-19,82.865982 -2001-01-22,80.864166 -2001-01-23,81.236610 -2001-01-24,82.260803 -2001-01-25,82.493553 -2001-01-26,85.054024 -2001-01-29,85.644341 -2001-01-30,86.858437 -2001-01-31,83.424622 -2002-01-02,90.945305 -2002-01-03,92.562111 -2002-01-04,94.014206 -2002-01-07,92.854034 -2002-01-08,93.340591 -2002-01-09,93.183403 -2002-01-10,91.424347 -2002-01-11,90.054565 -2002-01-14,88.362938 -2002-01-15,88.961700 -2002-01-16,87.876366 -2002-01-17,89.747681 -2002-01-18,85.518547 -2002-01-22,82.711578 -2002-01-23,80.765427 -2002-01-24,81.379189 -2002-01-25,81.798370 -2002-01-28,80.952560 -2002-01-29,77.097656 -2002-01-30,79.006401 -2002-01-31,80.757919 -2003-01-02,60.752041 -2003-01-03,61.566395 -2003-01-06,63.029194 -2003-01-07,64.846413 -2003-01-08,63.481621 -2003-01-09,65.600426 -2003-01-10,66.113159 -2003-01-13,65.984985 -2003-01-14,66.791801 -2003-01-15,66.045319 -2003-01-16,64.884109 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-1987-01-13,3.418387 -1987-01-14,3.418387 -1987-01-15,3.418387 -1987-01-16,3.363253 -1987-01-19,3.390821 -1987-01-20,3.390821 -1987-01-21,3.335685 -1987-01-22,3.363253 -1987-01-23,3.308118 -1987-01-26,3.308118 -1987-01-27,3.308118 -1987-01-28,3.308118 -1987-01-29,3.335685 -1987-01-30,3.335685 -1988-01-04,2.425952 -1988-01-05,2.508655 -1988-01-06,2.563791 -1988-01-07,2.701628 -1988-01-08,2.618926 -1988-01-11,2.618926 -1988-01-12,2.618926 -1988-01-13,2.756764 -1988-01-14,2.756764 -1988-01-15,2.839468 -1988-01-18,2.811899 -1988-01-19,2.867035 -1988-01-20,2.811899 -1988-01-21,2.729197 -1988-01-22,2.811899 -1988-01-25,2.784333 -1988-01-26,2.756764 -1988-01-27,2.811899 -1988-01-28,2.811899 -1988-01-29,2.867035 -1989-01-03,2.762893 -1989-01-04,2.824980 -1989-01-05,2.762893 -1989-01-06,2.824980 -1989-01-09,2.793937 -1989-01-10,2.856026 -1989-01-11,2.824980 -1989-01-12,2.856026 -1989-01-13,2.918110 -1989-01-16,2.856026 -1989-01-17,2.887067 -1989-01-18,2.824980 -1989-01-19,2.856026 -1989-01-20,2.856026 -1989-01-23,2.856026 -1989-01-24,2.887067 -1989-01-25,2.887067 -1989-01-26,2.856026 -1989-01-27,2.887067 -1989-01-30,2.887067 -1989-01-31,2.887067 -1990-01-02,3.050570 -1990-01-03,3.085237 -1990-01-04,3.085237 -1990-01-05,3.050570 -1990-01-08,3.154569 -1990-01-09,3.154569 -1990-01-10,3.085237 -1990-01-11,3.119903 -1990-01-12,3.050570 -1990-01-15,3.050570 -1990-01-16,3.050570 -1990-01-17,3.085237 -1990-01-18,3.050570 -1990-01-19,3.015903 -1990-01-22,3.050570 -1990-01-23,2.981240 -1990-01-24,2.981240 -1990-01-25,2.946575 -1990-01-26,2.981240 -1990-01-29,2.911908 -1990-01-30,2.946575 -1990-01-31,2.981240 -1991-01-02,1.969713 -1991-01-03,1.969713 -1991-01-04,1.969713 -1991-01-07,2.007592 -1991-01-08,1.969713 -1991-01-09,1.969713 -1991-01-10,1.969713 -1991-01-11,1.969713 -1991-01-14,2.007592 -1991-01-15,2.007592 -1991-01-16,1.969713 -1991-01-17,1.969713 -1991-01-18,1.969713 -1991-01-21,2.007592 -1991-01-22,1.969713 -1991-01-23,1.969713 -1991-01-24,2.007592 -1991-01-25,2.045471 -1991-01-28,2.045471 -1991-01-29,2.007592 -1991-01-30,2.083351 -1991-01-31,2.159109 -1992-01-02,2.762913 -1992-01-03,2.721052 -1992-01-06,2.721052 -1992-01-07,2.721052 -1992-01-08,2.721052 -1992-01-09,2.846638 -1992-01-10,2.888501 -1992-01-13,2.930363 -1992-01-14,2.888501 -1992-01-15,2.888501 -1992-01-16,2.888501 -1992-01-17,2.930363 -1992-01-20,2.930363 -1992-01-21,2.972225 -1992-01-22,3.014088 -1992-01-23,3.097812 -1992-01-24,3.055950 -1992-01-27,3.055950 -1992-01-28,3.139676 -1992-01-29,3.097812 -1992-01-30,3.181538 -1992-01-31,3.265261 -1993-01-04,3.434478 -1993-01-05,3.342893 -1993-01-06,3.388688 -1993-01-07,3.526065 -1993-01-08,3.434478 -1993-01-11,3.480272 -1993-01-12,3.617651 -1993-01-13,3.617651 -1993-01-14,3.571859 -1993-01-15,3.617651 -1993-01-18,3.617651 -1993-01-19,3.617651 -1993-01-20,3.617651 -1993-01-21,3.663445 -1993-01-22,3.663445 -1993-01-25,3.709239 -1993-01-26,3.663445 -1993-01-27,3.663445 -1993-01-28,3.617651 -1993-01-29,3.663445 -1994-01-03,5.532738 -1994-01-04,5.581698 -1994-01-05,5.630660 -1994-01-06,5.581698 -1994-01-07,5.532738 -1994-01-10,5.630660 -1994-01-11,5.630660 -1994-01-12,5.777546 -1994-01-13,5.679620 -1994-01-14,5.728585 -1994-01-17,5.777546 -1994-01-18,5.777546 -1994-01-19,5.777546 -1994-01-20,5.826508 -1994-01-21,5.826508 -1994-01-24,5.826508 -1994-01-25,5.875472 -1994-01-26,5.826508 -1994-01-27,5.875472 -1994-01-28,6.120282 -1994-01-31,6.120282 -1995-01-03,5.861392 -1995-01-04,5.913262 -1995-01-05,5.705781 -1995-01-06,5.653909 -1995-01-09,5.757652 -1995-01-10,5.705781 -1995-01-11,5.861392 -1995-01-12,5.861392 -1995-01-13,5.965137 -1995-01-16,5.965137 -1995-01-17,5.861392 -1995-01-18,5.757652 -1995-01-19,5.757652 -1995-01-20,5.705781 -1995-01-23,5.705781 -1995-01-24,5.705781 -1995-01-25,5.809522 -1995-01-26,5.861392 -1995-01-27,5.757652 -1995-01-30,5.861392 -1995-01-31,5.809522 -1996-01-02,8.739483 -1996-01-03,8.684173 -1996-01-04,8.573545 -1996-01-05,8.573545 -1996-01-08,8.573545 -1996-01-09,8.573545 -1996-01-10,8.739483 -1996-01-11,8.628855 -1996-01-12,8.739483 -1996-01-15,8.739483 -1996-01-16,8.850110 -1996-01-17,8.905423 -1996-01-18,8.850110 -1996-01-19,8.850110 -1996-01-22,8.850110 -1996-01-23,8.850110 -1996-01-24,8.905423 -1996-01-25,8.960734 -1996-01-26,8.850110 -1996-01-29,8.850110 -1996-01-30,8.905423 -1996-01-31,9.016050 -1997-01-02,13.516598 -1997-01-03,13.459085 -1997-01-06,13.631636 -1997-01-07,13.459085 -1997-01-08,13.344049 -1997-01-09,13.344049 -1997-01-10,13.344049 -1997-01-13,13.459085 -1997-01-14,13.574115 -1997-01-15,13.516598 -1997-01-16,13.401563 -1997-01-17,13.286533 -1997-01-20,13.286533 -1997-01-21,13.286533 -1997-01-22,13.344049 -1997-01-23,13.516598 -1997-01-24,13.344049 -1997-01-27,13.286533 -1997-01-28,13.229013 -1997-01-29,13.229013 -1997-01-30,13.401563 -1997-01-31,13.459085 -1998-01-02,13.708905 -1998-01-05,13.797922 -1998-01-06,13.857265 -1998-01-07,14.064984 -1998-01-08,14.094655 -1998-01-09,14.332035 -1998-01-12,14.302361 -1998-01-13,15.014511 -1998-01-14,15.162877 -1998-01-15,15.459609 -1998-01-16,15.667320 -1998-01-20,15.875031 -1998-01-21,15.518951 -1998-01-22,15.548635 -1998-01-23,15.607979 -1998-01-26,15.548635 -1998-01-27,15.518951 -1998-01-28,15.518951 -1998-01-29,15.429937 -1998-01-30,15.607979 -1999-01-04,13.426169 -1999-01-05,13.548784 -1999-01-06,13.487473 -1999-01-07,13.334207 -1999-01-08,13.242249 -1999-01-11,13.211590 -1999-01-12,13.119635 -1999-01-13,12.966371 -1999-01-14,12.843753 -1999-01-15,12.751796 -1999-01-19,12.874413 -1999-01-20,12.997019 -1999-01-21,13.058330 -1999-01-22,13.058330 -1999-01-25,13.027680 -1999-01-26,12.935714 -1999-01-27,12.782449 -1999-01-28,12.751796 -1999-01-29,12.475916 -2000-01-03,11.848823 -2000-01-04,11.848823 -2000-01-05,11.946482 -2000-01-06,12.402199 -2000-01-07,12.564956 -2000-01-10,12.825366 -2000-01-11,12.695164 -2000-01-12,12.727715 -2000-01-13,12.597511 -2000-01-14,12.564956 -2000-01-18,12.369649 -2000-01-19,12.271990 -2000-01-20,12.174335 -2000-01-21,11.913925 -2000-01-24,11.979029 -2000-01-25,11.913925 -2000-01-26,12.044135 -2000-01-27,11.913925 -2000-01-28,11.783720 -2000-01-31,11.816268 -2001-01-02,13.411714 -2001-01-03,13.688957 -2001-01-04,13.966204 -2001-01-05,13.827581 -2001-01-08,13.827581 -2001-01-09,13.862237 -2001-01-10,13.931547 -2001-01-11,13.966204 -2001-01-12,13.966204 -2001-01-16,14.139477 -2001-01-17,14.208794 -2001-01-18,14.278104 -2001-01-19,14.451380 -2001-01-22,14.451380 -2001-01-23,14.486042 -2001-01-24,14.416722 -2001-01-25,14.486042 -2001-01-26,14.555354 -2001-01-29,14.438901 -2001-01-30,14.499899 -2001-01-31,14.416722 -2002-01-02,19.798534 -2002-01-03,20.079445 -2002-01-04,20.190636 -2002-01-07,20.114553 -2002-01-08,20.132111 -2002-01-09,20.161377 -2002-01-10,20.143816 -2002-01-11,20.249161 -2002-01-14,20.535923 -2002-01-15,20.717352 -2002-01-16,20.834396 -2002-01-17,21.068491 -2002-01-18,21.009962 -2002-01-22,20.969004 -2002-01-23,20.951441 -2002-01-24,21.132868 -2002-01-25,21.244064 -2002-01-28,21.302586 -2002-01-29,21.366962 -2002-01-30,21.565945 -2002-01-31,21.425484 -2003-01-02,20.115488 -2003-01-03,20.238937 -2003-01-06,20.609270 -2003-01-07,20.368553 -2003-01-08,20.183384 -2003-01-09,20.053764 -2003-01-10,19.955013 -2003-01-13,19.763662 -2003-01-14,19.745150 -2003-01-15,19.578499 -2003-01-16,19.294569 -2003-01-17,19.060026 -2003-01-21,19.072369 -2003-01-22,18.998306 -2003-01-23,19.164955 -2003-01-24,18.794621 -2003-01-27,18.757586 -2003-01-28,18.751413 -2003-01-29,19.041510 -2003-01-30,18.831650 -2003-01-31,19.103231 -2004-01-02,28.505672 -2004-01-05,28.421448 -2004-01-06,28.479757 -2004-01-07,28.421448 -2004-01-08,28.628763 -2004-01-09,28.926777 -2004-01-12,28.887899 -2004-01-13,28.823112 -2004-01-14,28.939734 -2004-01-15,29.147045 -2004-01-16,28.790720 -2004-01-20,28.907333 -2004-01-21,29.153519 -2004-01-22,29.328445 -2004-01-23,29.626455 -2004-01-26,30.429794 -2004-01-27,30.384453 -2004-01-28,30.190084 -2004-01-29,30.429794 -2004-01-30,30.779652 -2005-01-03,37.134869 -2005-01-04,36.664806 -2005-01-05,35.355343 -2005-01-06,35.456070 -2005-01-07,35.623962 -2005-01-10,35.489651 -2005-01-11,35.335205 -2005-01-12,35.328487 -2005-01-13,35.536644 -2005-01-14,35.751556 -2005-01-18,36.980419 -2005-01-19,36.772259 -2005-01-20,36.631222 -2005-01-21,36.597652 -2005-01-24,36.456642 -2005-01-25,35.704525 -2005-01-26,35.892570 -2005-01-27,35.395630 -2005-01-28,35.711262 -2005-01-31,35.261349 -2006-01-03,48.385490 -2006-01-04,48.572224 -2006-01-05,49.415985 -2006-01-06,49.754887 -2006-01-09,50.335838 -2006-01-10,50.723160 -2006-01-11,50.833813 -2006-01-12,50.598667 -2006-01-13,49.554314 -2006-01-17,49.415985 -2006-01-18,48.890362 -2006-01-19,49.554314 -2006-01-20,48.613720 -2006-01-23,49.049435 -2006-01-24,49.332996 -2006-01-25,49.457508 -2006-01-26,49.450573 -2006-01-27,50.245918 -2006-01-30,49.810215 -2006-01-31,50.190601 -2007-01-03,70.251060 -2007-01-04,69.726913 -2007-01-05,68.742355 -2007-01-08,68.990257 -2007-01-09,69.981903 -2007-01-10,71.575638 -2007-01-11,72.475189 -2007-01-12,72.942696 -2007-01-16,74.274315 -2007-01-17,73.976814 -2007-01-18,73.544739 -2007-01-19,73.750137 -2007-01-22,72.673508 -2007-01-23,72.985191 -2007-01-24,73.806793 -2007-01-25,74.295563 -2007-01-26,74.918900 -2007-01-29,75.088875 -2007-01-30,76.215103 -2007-01-31,77.036766 -2008-01-02,53.725105 -2008-01-03,52.658421 -2008-01-04,50.728256 -2008-01-07,50.735512 -2008-01-08,48.457069 -2008-01-09,50.408993 -2008-01-10,52.048893 -2008-01-11,52.143215 -2008-01-14,53.006737 -2008-01-15,52.077911 -2008-01-16,52.382683 -2008-01-17,52.266560 -2008-01-18,52.259323 -2008-01-22,54.015316 -2008-01-23,58.376324 -2008-01-24,57.164539 -2008-01-25,55.814888 -2008-01-28,57.977203 -2008-01-29,57.055676 -2008-01-30,55.901932 -2008-01-31,56.714642 -2009-01-02,56.777973 -2009-01-05,54.156162 -2009-01-06,55.651123 -2009-01-07,52.030205 -2009-01-08,50.820724 -2009-01-09,49.288208 -2009-01-12,47.883411 -2009-01-13,48.694736 -2009-01-14,47.274902 -2009-01-15,48.521942 -2009-01-16,50.587833 -2009-01-20,45.013706 -2009-01-21,50.024395 -2009-01-22,46.418499 -2009-01-23,47.981052 -2009-01-26,48.161362 -2009-01-27,49.115425 -2009-01-28,52.578587 -2009-01-29,47.830811 -2009-01-30,46.478603 -2010-01-04,62.236191 -2010-01-05,62.748802 -2010-01-06,62.368240 -2010-01-07,62.282799 -2010-01-08,61.148827 -2010-01-11,61.568249 -2010-01-12,60.566330 -2010-01-13,61.762417 -2010-01-14,61.451729 -2010-01-15,61.335251 -2010-01-19,62.632301 -2010-01-20,61.941032 -2010-01-21,61.156582 -2010-01-22,60.325527 -2010-01-25,61.172150 -2010-01-26,60.838146 -2010-01-27,62.104153 -2010-01-28,61.009026 -2010-01-29,61.498352 -2011-01-03,83.035622 -2011-01-04,80.998421 -2011-01-05,81.800461 -2011-01-06,81.624008 -2011-01-07,81.599945 -2011-01-10,81.102684 -2011-01-11,80.805923 -2011-01-12,81.247040 -2011-01-13,82.097221 -2011-01-14,83.187996 -2011-01-18,84.086288 -2011-01-19,83.107811 -2011-01-20,83.380493 -2011-01-21,84.631676 -2011-01-24,84.310867 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+2018-01-19,188.056168 +2018-01-22,188.269928 +2018-01-23,192.457367 +2018-01-24,189.377502 +2018-01-25,187.094345 +2018-01-26,187.366364 +2018-01-29,187.065170 +2018-01-30,188.095032 +2018-01-31,190.193619 diff -r d59c7995bcb2 -r 54befaf23648 testing1/collatz.scala --- a/testing1/collatz.scala Wed Nov 07 12:08:01 2018 +0000 +++ b/testing1/collatz.scala Thu Nov 08 23:42:03 2018 +0000 @@ -1,25 +1,28 @@ // Part 1 about the 3n+1 conjecture //================================== -package CW6a -object CW6a { +//object CW6a { // for purposes of generating a jar def collatz(n: Long): Long = - if (n == 1) 1 else + if (n == 1) 0 else if (n % 2 == 0) 1 + collatz(n / 2) else 1 + collatz(3 * n + 1) def collatz_max(bnd: Long): (Long, Long) = { - val all = for (i <- (1 to bnd.toInt).toList) yield collatz(i) - val max = all.max - (max, all.indexOf(max) + 1) + val all = for (i <- (1L to bnd)) yield (collatz(i), i) + all.maxBy(_._1) } +/* some test cases +val bnds = List(10, 100, 1000, 10000, 100000, 1000000) +for (bnd <- bnds) { + val (steps, max) = collatz_max(bnd) + println(s"In the range of 1 - ${bnd} the number ${max} needs the maximum steps of ${steps}") } - +*/ -(1 to 10).map(collatz(_)) +//} diff -r d59c7995bcb2 -r 54befaf23648 testing1/collatz_test.sh --- a/testing1/collatz_test.sh Wed Nov 07 12:08:01 2018 +0000 +++ b/testing1/collatz_test.sh Thu Nov 08 23:42:03 2018 +0000 @@ -15,13 +15,13 @@ # compilation tests function scala_compile { - (ulimit -t 30 -m 1024000 ; scala "$1" 2>> $out 1>> $out) + (ulimit -t 30; JAVA_OPTS="-Xmx1g" scala "$1" 2>> $out 1>> $out) } # functional tests function scala_assert { - (ulimit -t 30 -m 1024000 ; scala -i "$1" "$2" -e "" 2> /dev/null 1> /dev/null) + (ulimit -t 30; JAVA_OPTS="-Xmx1g" scala -i "$1" "$2" -e "" 2> /dev/null 1> /dev/null) } # purity test @@ -37,8 +37,8 @@ if (scala_vars collatz.scala) then - echo " --> fail" >> $out - tsts0=$(( 1 )) + echo " --> fail (make tripply-sure your program conforms to the required format)" >> $out + tsts0=$(( 0 )) else echo " --> success" >> $out tsts0=$(( 0 )) @@ -68,9 +68,9 @@ if [ $tsts -eq 0 ] then echo "collatz.scala tests:" >> $out - echo " collatz(1) == 0,1 or 4" >> $out - echo " collatz(6) == 9" >> $out - echo " collatz(9) == 20" >> $out + echo " collatz(1) == 0" >> $out + echo " collatz(6) == 8" >> $out + echo " collatz(9) == 19" >> $out if (scala_assert "collatz.scala" "collatz_test1.scala") then @@ -84,12 +84,12 @@ if [ $tsts -eq 0 ] then - echo " collatz_max(10) == (20, 9)" >> $out - echo " collatz_max(100) == (119, 97)" >> $out - echo " collatz_max(1000) == (179, 871)" >> $out - echo " collatz_max(10000) == (262, 6171)" >> $out - echo " collatz_max(100000) == (351, 77031)" >> $out - echo " collatz_max(1000000) == (525, 837799)" >> $out + echo " collatz_max(10) == (19, 9)" >> $out + echo " collatz_max(100) == (118, 97)" >> $out + echo " collatz_max(1000) == (178, 871)" >> $out + echo " collatz_max(10000) == (261, 6171)" >> $out + echo " collatz_max(100000) == (350, 77031)" >> $out + echo " collatz_max(1000000) == (524, 837799)" >> $out if (scala_assert "collatz.scala" "collatz_test2.scala") then diff -r d59c7995bcb2 -r 54befaf23648 testing1/collatz_test1.scala --- a/testing1/collatz_test1.scala Wed Nov 07 12:08:01 2018 +0000 +++ b/testing1/collatz_test1.scala Thu Nov 08 23:42:03 2018 +0000 @@ -1,9 +1,9 @@ -assert(List(0,1,4).contains(CW6a.collatz(1))) +assert(collatz(1) == 0) -assert(CW6a.collatz(6) == 9) +assert(collatz(6) == 8) -assert(CW6a.collatz(9) == 20) +assert(collatz(9) == 19) diff -r d59c7995bcb2 -r 54befaf23648 testing1/collatz_test2.scala --- a/testing1/collatz_test2.scala Wed Nov 07 12:08:01 2018 +0000 +++ b/testing1/collatz_test2.scala Thu Nov 08 23:42:03 2018 +0000 @@ -1,13 +1,13 @@ -assert(CW6a.collatz_max(10) == (20, 9)) +assert(collatz_max(10) == (19, 9)) -assert(CW6a.collatz_max(100) == (119, 97)) +assert(collatz_max(100) == (118, 97)) -assert(CW6a.collatz_max(1000) == (179, 871)) +assert(collatz_max(1000) == (178, 871)) -assert(CW6a.collatz_max(10000) == (262, 6171)) +assert(collatz_max(10000) == (261, 6171)) -assert(CW6a.collatz_max(100000) == (351, 77031)) +assert(collatz_max(100000) == (350, 77031)) -assert(CW6a.collatz_max(1000000) == (525, 837799)) +assert(collatz_max(1000000) == (524, 837799)) diff -r d59c7995bcb2 -r 54befaf23648 testing1/drumb.scala --- a/testing1/drumb.scala Wed Nov 07 12:08:01 2018 +0000 +++ b/testing1/drumb.scala Thu Nov 08 23:42:03 2018 +0000 @@ -1,58 +1,92 @@ -// Advanvced Part 3 about a really dumb investment strategy -//========================================================== +// Part 2 and 3 about a really dumb investment strategy +//====================================================== -object CW6c { +//object CW6b { // for purposes of generating a jar //two test portfolios val blchip_portfolio = List("GOOG", "AAPL", "MSFT", "IBM", "FB", "AMZN", "BIDU") val rstate_portfolio = List("PLD", "PSA", "AMT", "AIV", "AVB", "BXP", "CCI", - "DLR", "EQIX", "EQR", "ESS", "EXR", "FRT", "GGP", "HCP") - -// (1) The function below should obtain the first trading price -// for a stock symbol by using the query -// -// http://ichart.yahoo.com/table.csv?s=<>&a=0&b=1&c=<>&d=1&e=1&f=<> -// -// and extracting the first January Adjusted Close price in a year. - + "DLR", "EQIX", "EQR", "ESS", "EXR", "FRT", "HCP") import io.Source import scala.util._ +// (1) The function below takes a stock symbol and a year as arguments. +// It should read the corresponding CSV-file and reads the January +// data from the given year. The data should be collected in a list of +// strings for each line in the CSV-file. + def get_january_data(symbol: String, year: Int) : List[String] = - Source.fromFile(symbol ++ ".csv").getLines.toList.filter(_.startsWith(year.toString)) + Source.fromFile(symbol ++ ".csv")("ISO-8859-1").getLines.toList.filter(_.startsWith(year.toString)) + + +//test cases +//blchip_portfolio.map(get_january_data(_, 2018)) +//rstate_portfolio.map(get_january_data(_, 2018)) + +//get_january_data("GOOG", 1980) +//get_january_data("GOOG", 2010) +//get_january_data("FB", 2014) +//get_january_data("PLD", 1980) +//get_january_data("EQIX", 2010) +//get_january_data("ESS", 2014) + + +// (2) From the output of the get_january_data function, the next function +// should extract the first line (if it exists) and the corresponding +// first trading price in that year with type Option[Double]. If no line +// is generated by get_january_data then the result is None; Some if +// there is a price. def get_first_price(symbol: String, year: Int) : Option[Double] = { val data = Try(Some(get_january_data(symbol, year).head)) getOrElse None data.map(_.split(",").toList(1).toDouble) } -get_first_price("GOOG", 1980) -get_first_price("GOOG", 2010) -get_first_price("FB", 2014) +//test cases +//get_first_price("GOOG", 1980) +//get_first_price("GOOG", 2010) +//get_first_price("FB", 2014) + +/* +for (i <- 1978 to 2018) { + println(blchip_portfolio.map(get_first_price(_, i))) +} + +for (i <- 1978 to 2018) { + println(rstate_portfolio.map(get_first_price(_, i))) +} +*/ -// Complete the function below that obtains all first prices -// for the stock symbols from a portfolio for the given -// range of years +// (3) Complete the function below that obtains all first prices +// for the stock symbols from a portfolio (list of strings) and +// for the given range of years. The inner lists are for the +// stock symbols and the outer list for the years. def get_prices(portfolio: List[String], years: Range): List[List[Option[Double]]] = for (year <- years.toList) yield for (symbol <- portfolio) yield get_first_price(symbol, year) -// test case -val p_fb = get_prices(List("FB"), 2012 to 2014) -val p = get_prices(List("GOOG", "AAPL"), 2010 to 2012) +//test cases +//val p_fb = get_prices(List("FB"), 2012 to 2014) +//val p = get_prices(List("GOOG", "AAPL"), 2010 to 2012) + +//val tt = get_prices(List("BIDU"), 2004 to 2008) + -val tt = get_prices(List("BIDU"), 2004 to 2008) +//============================================== +// Do not change anything below, unless you want +// to submit the file for the advanced part 3! +//============================================== -// (2) The first function below calculates the change factor (delta) between -// a price in year n and a price in year n+1. The second function calculates -// all change factors for all prices (from a portfolio). + +// (4) The function below calculates the change factor (delta) between +// a price in year n and a price in year n + 1. def get_delta(price_old: Option[Double], price_new: Option[Double]) : Option[Double] = { (price_old, price_new) match { @@ -61,25 +95,27 @@ } } + +// (5) The next function calculates all change factors for all prices (from a +// portfolio). The input to this function are the nested lists created by +// get_prices above. + def get_deltas(data: List[List[Option[Double]]]): List[List[Option[Double]]] = for (i <- (0 until (data.length - 1)).toList) yield for (j <- (0 until (data(0).length)).toList) yield get_delta(data(i)(j), data(i + 1)(j)) // test case using the prices calculated above -val d = get_deltas(p) -val ttd = get_deltas(tt) - -// (3) Write a function that given change factors, a starting balance and a year -// calculates the yearly yield, i.e. new balanace, according to our dump investment -// strategy. Another function calculates given the same data calculates the -// compound yield up to a given year. Finally a function combines all -// calculations by taking a portfolio, a range of years and a start balance -// as arguments. +//val d = get_deltas(p) +//val ttd = get_deltas(tt) -def yearly_yield(data: List[List[Option[Double]]], balance: Long, year: Int): Long = { - val somes = data(year).flatten +// (6) Write a function that given change factors, a starting balance and an index, +// calculates the yearly yield, i.e. new balance, according to our dumb investment +// strategy. Index points to a year in the data list. + +def yearly_yield(data: List[List[Option[Double]]], balance: Long, index: Int): Long = { + val somes = data(index).flatten val somes_length = somes.length if (somes_length == 0) balance else { @@ -88,64 +124,33 @@ } } -def compound_yield(data: List[List[Option[Double]]], balance: Long, year: Int): Long = { - if (year >= data.length) balance else { - val new_balance = yearly_yield(data, balance, year) - compound_yield(data, new_balance, year + 1) + +// (7) Write a function compound_yield that calculates the overall balance for a +// range of years where in each year the yearly profit is compounded to the new +// balances and then re-invested into our portfolio. For this use the function and +// results generated under (6). The function investment calls compound_yield +// with the appropriate deltas and the first index. + + +def compound_yield(data: List[List[Option[Double]]], balance: Long, index: Int): Long = { + if (index >= data.length) balance else { + val new_balance = yearly_yield(data, balance, index) + compound_yield(data, new_balance, index + 1) } } -//yearly_yield(d, 100, 0) -//compound_yield(d.take(6), 100, 0) - -//test case -//yearly_yield(d, 100, 0) -//yearly_yield(d, 225, 1) -//yearly_yield(d, 246, 2) -//yearly_yield(d, 466, 3) -//yearly_yield(d, 218, 4) - -//yearly_yield(d, 100, 0) -//yearly_yield(d, 125, 1) - def investment(portfolio: List[String], years: Range, start_balance: Long): Long = { compound_yield(get_deltas(get_prices(portfolio, years)), start_balance, 0) } -/* -val q1 = get_deltas(get_prices(List("GOOG", "AAPL", "BIDU"), 2000 to 2017)) -yearly_yield(q1, 100, 0) -yearly_yield(q1, 100, 1) -yearly_yield(q1, 100, 2) -yearly_yield(q1, 100, 3) -yearly_yield(q1, 100, 4) -yearly_yield(q1, 100, 5) -yearly_yield(q1, 100, 6) -investment(List("GOOG", "AAPL", "BIDU"), 2004 to 2017, 100) -val one = get_deltas(get_prices(rstate_portfolio, 1978 to 1984)) -val two = get_deltas(get_prices(blchip_portfolio, 1978 to 1984)) - -val one_full = get_deltas(get_prices(rstate_portfolio, 1978 to 2017)) -val two_full = get_deltas(get_prices(blchip_portfolio, 1978 to 2017)) - -one_full.map(_.flatten).map(_.sum).sum -two_full.map(_.flatten).map(_.sum).sum //test cases for the two portfolios given above -//println("Real data: " + investment(rstate_portfolio, 1978 to 2017, 100)) -//println("Blue data: " + investment(blchip_portfolio, 1978 to 2017, 100)) +//println("Real data: " + investment(rstate_portfolio, 1978 to 2018, 100)) +//println("Blue data: " + investment(blchip_portfolio, 1978 to 2018, 100)) -for (i <- 2000 to 2017) { - println("Year " + i) - //println("Real data: " + investment(rstate_portfolio, 1978 to i, 100)) - //println("Blue data: " + investment(blchip_portfolio, 1978 to i, 100)) - println("test: " + investment(List("GOOG", "AAPL", "BIDU"), 2000 to i, 100)) -} +//} -*/ -//1984 -//1992 -} + diff -r d59c7995bcb2 -r 54befaf23648 testing1/drumb_test.sh --- a/testing1/drumb_test.sh Wed Nov 07 12:08:01 2018 +0000 +++ b/testing1/drumb_test.sh Thu Nov 08 23:42:03 2018 +0000 @@ -11,13 +11,13 @@ # compilation tests function scala_compile { - (ulimit -t 30 -m 1024000 ; scala "$1" 2>> $out 1>> $out) + (ulimit -t 30; JAVA_OPTS="-Xmx1g" scala "$1" 2>> $out 1>> $out) } # functional tests function scala_assert { - (ulimit -t 30 -m 1024000 ; scala -i "$1" "$2" -e "") #2> /dev/null 1> /dev/null) + (ulimit -t 30; JAVA_OPTS="-Xmx1g" scala -i "$1" "$2" -e "") #2> /dev/null 1> /dev/null) } # purity test @@ -33,8 +33,8 @@ if (scala_vars drumb.scala) then - echo " --> fail" >> $out - tsts0=$(( 1 )) + echo " --> fail (make tripply-sure your program conforms to the required format)" >> $out + tsts0=$(( 0 )) else echo " --> success" >> $out tsts0=$(( 0 )) @@ -58,18 +58,46 @@ tsts=$(( 1 )) fi +### get january data +if [ $tsts -eq 0 ] +then + echo " get_january_data(\"GOOG\", 1980) == List()" >> $out + echo " get_january_data(\"GOOG\", 2010).head == \"2010-01-04,311.349976\"" >> $out + + if (scala_assert "drumb.scala" "drumb_test1.scala") + then + echo " --> success" >> $out + else + echo " --> test failed" >> $out + fi +fi + +### get first price + +if [ $tsts -eq 0 ] +then + echo " get_first_price(\"GOOG\", 1980) == None" >> $out + echo " get_first_price(\"GOOG\", 2010) == Some(311.349976)" >> $out + + if (scala_assert "drumb.scala" "drumb_test2.scala") + then + echo " --> success" >> $out + else + echo " --> test failed" >> $out + fi +fi ### get prices tests if [ $tsts -eq 0 ] then echo " get_prices(List(\"GOOG\", \"AAPL\"), 2010 to 2012) ==" >> $out - echo " List(List(Some(311.349976), Some(27.505054))," >> $out - echo " List(Some(300.222351), Some(42.357094))," >> $out - echo " List(Some(330.555054), Some(52.852215)))" >> $out + echo " List(List(Some(311.349976), Some(20.544939))," >> $out + echo " List(Some(300.222351), Some(31.638695))," >> $out + echo " List(Some(330.555054), Some(39.478039)))" >> $out - if (scala_assert "drumb.scala" "drumb_test1.scala") + if (scala_assert "drumb.scala" "drumb_test3.scala") then echo " --> success" >> $out else @@ -79,35 +107,35 @@ ### get_deltas_test -if [ $tsts -eq 0 ] -then - echo " get_deltas(get_prices(List(\"GOOG\", \"AAPL\"), 2010 to 2012)) == " >> $out - echo " List(List(Some(-0.03573992567129673), Some(0.5399749442411563)), " >> $out - echo " List(Some(0.10103412653643493), Some(0.2477771728154912)))" >> $out - - if (scala_assert "drumb.scala" "drumb_test2.scala") - then - echo " --> success" >> $out - else - echo " --> test failed" >> $out - fi -fi +#if [ $tsts -eq 0 ] +#then +# echo " get_deltas(get_prices(List(\"GOOG\", \"AAPL\"), 2010 to 2012)) == " >> $out +# echo " List(List(Some(-0.03573992567129673), Some(0.5399749442411563)), " >> $out +# echo " List(Some(0.10103412653643493), Some(0.2477771728154912)))" >> $out +# +# if (scala_assert "drumb.scala" "drumb_test2.scala") +# then +# echo " --> success" >> $out +# else +# echo " --> test failed" >> $out +# fi +#fi ### yield_tests, investment_test -if [ $tsts -eq 0 ] -then - echo " yearly_yield(get_deltas(<>), 100, 0) == 125" >> $out - echo "" >> $out - echo " investment(rstate_portfolio, 1978 to 2017, 100) == 30895" >> $out - echo " investment(bchips_portfolio, 1978 to 2017, 100) == 349597" >> $out - - if (scala_assert "drumb.scala" "drumb_test3.scala") - then - echo " --> success" >> $out - else - echo " --> test failed" >> $out - fi -fi +#if [ $tsts -eq 0 ] +#then +# echo " yearly_yield(get_deltas(<>), 100, 0) == 125" >> $out +# echo "" >> $out +# echo " investment(rstate_portfolio, 1978 to 2017, 100) == 30895" >> $out +# echo " investment(bchips_portfolio, 1978 to 2017, 100) == 349597" >> $out +# +# if (scala_assert "drumb.scala" "drumb_test3.scala") +# then +# echo " --> success" >> $out +# else +# echo " --> test failed" >> $out +# fi +#fi diff -r d59c7995bcb2 -r 54befaf23648 testing1/drumb_test1.scala --- a/testing1/drumb_test1.scala Wed Nov 07 12:08:01 2018 +0000 +++ b/testing1/drumb_test1.scala Thu Nov 08 23:42:03 2018 +0000 @@ -1,14 +1,8 @@ - -/* -assert(CW6c.get_prices(List("BIDU"), 2004 to 2008) == List(List(None), List(None), - List(Some(6.35)), List(Some(12.241)), - List(Some(38.188)))) -*/ -assert(CW6c.get_prices(List("GOOG", "AAPL"), 2010 to 2012) == - List(List(Some(311.349976), Some(27.505054)), - List(Some(300.222351), Some(42.357094)), - List(Some(330.555054), Some(52.852215)))) +assert(get_january_data("GOOG", 1980) == List()) + +assert(get_january_data("GOOG", 2010).head == "2010-01-04,311.349976") + diff -r d59c7995bcb2 -r 54befaf23648 testing1/drumb_test2.scala --- a/testing1/drumb_test2.scala Wed Nov 07 12:08:01 2018 +0000 +++ b/testing1/drumb_test2.scala Thu Nov 08 23:42:03 2018 +0000 @@ -1,36 +1,8 @@ -//println("starting test now") - -/* -import scala.concurrent._ -import scala.concurrent.duration._ -import ExecutionContext.Implicits.global -import scala.language.postfixOps -val urban_prices = List(List(Some(71.539941), None), - List(Some(76.974614), None), - List(Some(65.226685), Some(6.35)), - List(Some(78.354649), Some(12.241)), - List(Some(85.517645), Some(38.188))) +assert(get_first_price("GOOG", 1980) == None) -val urban_deltas = List(List(Some(0.07596697626574789), None), - List(Some(-0.152620823795232), None), - List(Some(0.20126676681483952), Some(0.9277165354330709)), - List(Some(0.09141762603007778), Some(2.119679764725104))) +assert(get_first_price("GOOG", 2010) == Some(311.349976)) -lazy val f = Future { - //assert(get_deltas(urban_prices) == urban_deltas) - assert (get_deltas(get_prices(List("IBM", "BIDU"), 2004 to 2008)) == urban_deltas) -} -Await.result(f, 180 second) - -*/ - -val urban_prices = List(List(Some(311.349976), Some(27.505054)), - List(Some(300.222351), Some(42.357094)), - List(Some(330.555054), Some(52.852215))) - -assert(CW6c.get_deltas(urban_prices) == List(List(Some(-0.03573992567129673), Some(0.5399749442411563)), - List(Some(0.10103412653643493), Some(0.2477771728154912)))) diff -r d59c7995bcb2 -r 54befaf23648 testing1/drumb_test3.scala --- a/testing1/drumb_test3.scala Wed Nov 07 12:08:01 2018 +0000 +++ b/testing1/drumb_test3.scala Thu Nov 08 23:42:03 2018 +0000 @@ -1,26 +1,8 @@ -val urban_prices = List(List(Some(311.349976), Some(27.505054)), - List(Some(300.222351), Some(42.357094)), - List(Some(330.555054), Some(52.852215))) - - -assert(CW6c.yearly_yield(CW6c.get_deltas(urban_prices), 100, 0) == 125) +assert(get_prices(List("GOOG", "AAPL"), 2010 to 2012) == + List(List(Some(311.349976), Some(20.544939)), + List(Some(300.222351), Some(31.638695)), + List(Some(330.555054), Some(39.478039)))) -val urban_blchip_portfolio = List("GOOG", "AAPL", "MSFT", "IBM", "FB", "AMZN", "BIDU") -val urban_rstate_portfolio = List("PLD", "PSA", "AMT", "AIV", "AVB", "BXP", "CCI", - "DLR", "EQIX", "EQR", "ESS", "EXR", "FRT", "GGP", "HCP") -val urban_rstate_res = CW6c.investment(urban_rstate_portfolio, 1978 to 2017, 100) -val urban_blchip_res = CW6c.investment(urban_blchip_portfolio, 1978 to 2017, 100) - -// the rstate value is 30895 because of a faulty ESS.cvs file - -// if you round after each year to a Long you get 30895 and 349597 -// if you work with doubles until the end and then round to a Long you get 30937 and 355204 - -assert((urban_rstate_res > 30885 && urban_rstate_res < 30905) || - (urban_rstate_res > 30927 && urban_rstate_res < 30947)) - -assert((urban_blchip_res > 349587 && urban_blchip_res < 349607) || - (urban_blchip_res > 355194 && urban_blchip_res < 355214)) diff -r d59c7995bcb2 -r 54befaf23648 testing1/drumb_test6.scala --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/testing1/drumb_test6.scala Thu Nov 08 23:42:03 2018 +0000 @@ -0,0 +1,21 @@ +//println("starting test now") + +/* +import scala.concurrent._ +import scala.concurrent.duration._ +import ExecutionContext.Implicits.global +import scala.language.postfixOps + +val urban_prices = List(List(Some(71.539941), None), + List(Some(76.974614), None), + List(Some(65.226685), Some(6.35)), + List(Some(78.354649), Some(12.241)), + List(Some(85.517645), Some(38.188))) + + +val urban_prices = List(List(Some(311.349976), Some(27.505054)), + List(Some(300.222351), Some(42.357094)), + List(Some(330.555054), Some(52.852215))) + +assert(get_deltas(urban_prices) == List(List(Some(-0.03573992567129673), Some(0.5399749442411563)), + List(Some(0.10103412653643493), Some(0.2477771728154912)))) diff -r d59c7995bcb2 -r 54befaf23648 testing1/drumb_test7.scala --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/testing1/drumb_test7.scala Thu Nov 08 23:42:03 2018 +0000 @@ -0,0 +1,26 @@ + +val urban_prices = List(List(Some(311.349976), Some(27.505054)), + List(Some(300.222351), Some(42.357094)), + List(Some(330.555054), Some(52.852215))) + + +assert(CW6c.yearly_yield(CW6c.get_deltas(urban_prices), 100, 0) == 125) + + +val urban_blchip_portfolio = List("GOOG", "AAPL", "MSFT", "IBM", "FB", "AMZN", "BIDU") +val urban_rstate_portfolio = List("PLD", "PSA", "AMT", "AIV", "AVB", "BXP", "CCI", + "DLR", "EQIX", "EQR", "ESS", "EXR", "FRT", "GGP", "HCP") + +val urban_rstate_res = CW6c.investment(urban_rstate_portfolio, 1978 to 2017, 100) +val urban_blchip_res = CW6c.investment(urban_blchip_portfolio, 1978 to 2017, 100) + +// the rstate value is 30895 because of a faulty ESS.cvs file + +// if you round after each year to a Long you get 30895 and 349597 +// if you work with doubles until the end and then round to a Long you get 30937 and 355204 + +assert((urban_rstate_res > 30885 && urban_rstate_res < 30905) || + (urban_rstate_res > 30927 && urban_rstate_res < 30947)) + +assert((urban_blchip_res > 349587 && urban_blchip_res < 349607) || + (urban_blchip_res > 355194 && urban_blchip_res < 355214)) diff -r d59c7995bcb2 -r 54befaf23648 testing1/mark --- a/testing1/mark Wed Nov 07 12:08:01 2018 +0000 +++ b/testing1/mark Thu Nov 08 23:42:03 2018 +0000 @@ -1,9 +1,15 @@ -#!/bin/sh +#!/bin/bash ###set -e trap "exit" INT +DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )" + +cp $DIR/* . + ./collatz_test.sh output1 -./alcohol_test.sh output2 -./drumb_test.sh output3 +./drumb_test.sh output2 +echo "Here is an automated test report for your work so far on assignment 6. Please note that this is not the mark for your work; it is provided only in the hope that it is useful in developing your solution. Passing these tests does not guarantee your code is free from bugs: after the deadline, your code will be marked against a different, more thorough set of test cases.\n\n" > $1 + +cat output1 output2 >> $1