Binary file cws/cw02.pdf has changed
--- a/cws/cw02.tex Fri Nov 10 09:23:23 2017 +0000
+++ b/cws/cw02.tex Tue Nov 14 13:14:47 2017 +0000
@@ -18,33 +18,46 @@
This coursework is worth 10\%. It is about searching and
backtracking. The first part is due on 23 November at 11pm; the
-second, more advanced part, is due on 30 November at 11pm. You are
+second, more advanced part, is due on 21 December at 11pm. You are
asked to implement Scala programs that solve various versions of the
\textit{Knight's Tour Problem} on a chessboard. Note the second part
might include material you have not yet seen in the first two
-lectures. Make sure the files you submit can be processed by just
-calling \texttt{scala <<filename.scala>>}.\bigskip
+lectures. \bigskip
\noindent
-\textbf{Important:} Do not use any mutable data structures in your
-submissions! They are not needed. This means you cannot use
-\texttt{ListBuffer}s, for example. Do not use \texttt{return} in your
-code! It has a different meaning in Scala, than in Java.
-Do not use \texttt{var}! This declares a mutable variable. Feel free to
-copy any code you need from files \texttt{knight1.scala},
-\texttt{knight2.scala} and \texttt{knight3.scala}. Make sure the
-functions you submit are defined on the ``top-level'' of Scala, not
-inside a class or object. Also note that the running time of
-each part will be restricted to a maximum of 360 seconds on my
-laptop.
+\textbf{Important:}
+
+\begin{itemize}
+\item Make sure the files you submit can be processed by just calling\\
+\mbox{\texttt{scala <<filename.scala>>}} on the commandline.
+
+\item Do not use any mutable data structures in your
+submissions! They are not needed. This means you cannot use
+\texttt{ListBuffer}s, for example.
+
+\item Do not use \texttt{return} in your code! It has a different
+ meaning in Scala, than in Java.
+\item Do not use \texttt{var}! This declares a mutable variable. Only
+ use \texttt{val}!
+
+\item Do not use any parallel collections! No \texttt{.par} therefore!
+ Our testing and marking infrastructure is not set up for it.
+\end{itemize}
+
+\noindent
+Also note that the running time of each part will be restricted to a
+maximum of 360 seconds on my laptop: If you calculate a result once,
+try to avoid to calculate the result again. Feel free to copy any code
+you need from files \texttt{knight1.scala}, \texttt{knight2.scala} and
+\texttt{knight3.scala}.
\subsection*{Disclaimer}
It should be understood that the work you submit represents
your own effort. You have not copied from anyone else. An
exception is the Scala code I showed during the lectures or
-uploaded to KEATS, which you can freely use.\medskip
+uploaded to KEATS, which you can freely use.
\subsection*{Background}
@@ -52,7 +65,6 @@
the knight visits every field on an $n\times n$ chessboard once. For
example on a $5\times 5$ chessboard, a knight's tour is:
-
\chessboard[maxfield=d4,
pgfstyle= {[base,at={\pgfpoint{0pt}{-0.5ex}}]text},
text = \small 24, markfield=Z4,
@@ -81,7 +93,7 @@
text = \small 21, markfield=c0,
text = \small 2, markfield=d0
]
-
+
\noindent
The tour starts in the right-upper corner, then moves to field
$(3,2)$, then $(4,0)$ and so on. There are no knight's tours on
--- a/progs/hello-world.scala Fri Nov 10 09:23:23 2017 +0000
+++ b/progs/hello-world.scala Tue Nov 14 13:14:47 2017 +0000
@@ -1,3 +1,5 @@
object Hello extends App {
+ val y = 42
+ val foo = (1 to 10).toList
println("hello world")
}
--- a/templates/drumb.scala Fri Nov 10 09:23:23 2017 +0000
+++ b/templates/drumb.scala Tue Nov 14 13:14:47 2017 +0000
@@ -6,8 +6,8 @@
//two test portfolios
-val blchip_portfolio = List("GOOG", "AAPL", "MSFT", "IBM", "FB", "YHOO", "AMZN", "BIDU")
-val rstate_portfolio = List("PLD", "PSA", "AMT", "AIV", "AVB", "BXP", "CBG", "CCI",
+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")
--- a/testing/AAPL.csv Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,765 +0,0 @@
-Date,Adj Close
-1981-01-02,0.505916
-1981-01-05,0.494918
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-1981-01-30,0.414265
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-1982-01-12,0.263956
-1982-01-13,0.262124
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-1983-01-17,0.500417
-1983-01-18,0.489419
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-1984-01-19,0.425263
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-1985-01-03,0.416098
-1985-01-04,0.416098
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-1985-01-08,0.410599
-1985-01-09,0.421597
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-1985-01-14,0.449092
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-1985-01-22,0.441760
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-1985-01-31,0.425263
-1986-01-02,0.326280
-1986-01-03,0.328113
-1986-01-06,0.326280
-1986-01-07,0.337278
-1986-01-08,0.335445
-1986-01-09,0.331779
-1986-01-10,0.333612
-1986-01-13,0.337278
-1986-01-14,0.340944
-1986-01-15,0.350109
-1986-01-16,0.359274
-1986-01-17,0.351942
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-1986-01-21,0.351942
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-1986-01-31,0.339111
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-1987-01-05,0.630563
-1987-01-06,0.641561
-1987-01-07,0.656225
-1987-01-08,0.656225
-1987-01-09,0.665390
-1987-01-12,0.667223
-1987-01-13,0.654392
-1987-01-14,0.705717
-1987-01-15,0.731379
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-1987-01-20,0.757041
-1987-01-21,0.718548
-1987-01-22,0.769873
-1987-01-23,0.736878
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-1987-01-28,0.812033
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-1988-01-28,1.215851
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-1989-01-04,1.248490
-1989-01-05,1.255922
-1989-01-06,1.267069
-1989-01-09,1.278216
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-1989-01-12,1.270785
-1989-01-13,1.285648
-1989-01-16,1.300510
-1989-01-17,1.200186
-1989-01-18,1.181607
-1989-01-19,1.203901
-1989-01-20,1.218764
-1989-01-23,1.218764
-1989-01-24,1.237343
-1989-01-25,1.233627
-1989-01-26,1.241059
-1989-01-27,1.118439
-1989-01-30,1.111008
-1989-01-31,1.122155
-1990-01-02,1.118163
-1990-01-03,1.125667
-1990-01-04,1.129420
-1990-01-05,1.133172
-1990-01-08,1.140676
-1990-01-09,1.129420
-1990-01-10,1.080641
-1990-01-11,1.035614
-1990-01-12,1.035614
-1990-01-15,1.028110
-1990-01-16,1.046871
-1990-01-17,0.998092
-1990-01-18,0.971826
-1990-01-19,1.028110
-1990-01-22,0.998092
-1990-01-23,1.013101
-1990-01-24,1.020605
-1990-01-25,1.024358
-1990-01-26,0.983083
-1990-01-29,0.998092
-1990-01-30,1.020605
-1990-01-31,1.020605
-1991-01-02,1.322003
-1991-01-03,1.306807
-1991-01-04,1.314406
-1991-01-07,1.314406
-1991-01-08,1.314406
-1991-01-09,1.375187
-1991-01-10,1.432170
-1991-01-11,1.428371
-1991-01-14,1.405578
-1991-01-15,1.420773
-1991-01-16,1.511946
-1991-01-17,1.557532
-1991-01-18,1.527141
-1991-01-21,1.542337
-1991-01-22,1.557532
-1991-01-23,1.572728
-1991-01-24,1.584124
-1991-01-25,1.625911
-1991-01-28,1.656303
-1991-01-29,1.633509
-1991-01-30,1.686693
-1991-01-31,1.686693
-1992-01-02,1.825202
-1992-01-03,1.809865
-1992-01-06,1.779189
-1992-01-07,1.813699
-1992-01-08,1.855878
-1992-01-09,1.909561
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-1992-01-14,1.978581
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-1992-01-17,1.986250
-1992-01-20,1.963244
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-1992-01-22,1.947904
-1992-01-23,1.978581
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-1992-01-27,1.978581
-1992-01-28,2.001588
-1992-01-29,1.940236
-1992-01-30,1.955575
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-1993-01-05,1.833415
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-1993-01-08,1.926247
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-1993-01-13,1.964926
-1993-01-14,2.011341
-1993-01-15,1.864359
-1993-01-18,1.841151
-1993-01-19,1.848887
-1993-01-20,1.856623
-1993-01-21,1.856623
-1993-01-22,1.841151
-1993-01-25,1.856623
-1993-01-26,1.879831
-1993-01-27,1.864359
-1993-01-28,1.852755
-1993-01-29,1.841151
-1994-01-03,0.935849
-1994-01-04,0.986753
-1994-01-05,1.057236
-1994-01-06,1.025910
-1994-01-07,1.037657
-1994-01-10,1.053320
-1994-01-11,0.998500
-1994-01-12,0.955427
-1994-01-13,0.959343
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-1994-01-31,1.025910
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-1995-01-04,1.250842
-1995-01-05,1.234958
-1995-01-06,1.334231
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-1995-01-10,1.387839
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-1995-01-12,1.441446
-1995-01-13,1.425562
-1995-01-16,1.413649
-1995-01-17,1.429533
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-1998-01-30,0.588391
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-1999-01-06,1.341451
-1999-01-07,1.445876
-1999-01-08,1.445876
-1999-01-11,1.473990
-1999-01-12,1.482023
-1999-01-13,1.494072
-1999-01-14,1.329402
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-1999-01-20,1.303296
-1999-01-21,1.247068
-1999-01-22,1.245059
-1999-01-25,1.265141
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-1999-01-27,1.289239
-1999-01-28,1.313337
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-2000-01-26,3.540388
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-2001-01-04,1.096456
-2001-01-05,1.052276
-2001-01-08,1.064325
-2001-01-09,1.104488
-2001-01-10,1.064325
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-2001-01-12,1.104488
-2001-01-16,1.100472
-2001-01-17,1.080390
-2001-01-18,1.200880
-2001-01-19,1.253093
-2001-01-22,1.237027
-2001-01-23,1.317354
-2001-01-24,1.317354
-2001-01-25,1.281206
-2001-01-26,1.257109
-2001-01-29,1.393664
-2001-01-30,1.397680
-2001-01-31,1.389647
-2002-01-02,1.497285
-2002-01-03,1.515278
-2002-01-04,1.522347
-2002-01-07,1.471580
-2002-01-08,1.452945
-2002-01-09,1.391254
-2002-01-10,1.364264
-2002-01-11,1.352697
-2002-01-14,1.359123
-2002-01-15,1.394467
-2002-01-16,1.335346
-2002-01-17,1.444591
-2002-01-18,1.424670
-2002-01-22,1.402178
-2002-01-23,1.479292
-2002-01-24,1.491501
-2002-01-25,1.494072
-2002-01-28,1.495357
-2002-01-29,1.482505
-2002-01-30,1.548051
-2002-01-31,1.588535
-2003-01-02,0.951065
-2003-01-03,0.957491
-2003-01-06,0.957491
-2003-01-07,0.954278
-2003-01-08,0.935000
-2003-01-09,0.943354
-2003-01-10,0.945924
-2003-01-13,0.940140
-2003-01-14,0.938855
-2003-01-15,0.927288
-2003-01-16,0.939498
-2003-01-17,0.906082
-2003-01-21,0.900941
-2003-01-22,0.891945
-2003-01-23,0.910581
-2003-01-24,0.886804
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-2003-01-28,0.936927
-2003-01-29,0.959419
-2003-01-30,0.920220
-2003-01-31,0.922790
-2004-01-02,1.367477
-2004-01-05,1.424670
-2004-01-06,1.419529
-2004-01-07,1.451659
-2004-01-08,1.501141
-2004-01-09,1.478006
-2004-01-12,1.524917
-2004-01-13,1.549979
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--- a/testing/AIV.csv Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,469 +0,0 @@
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--- a/testing/AMT.csv Fri Nov 10 09:23:23 2017 +0000
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--- a/testing/AMZN.csv Fri Nov 10 09:23:23 2017 +0000
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--- a/testing/AVB.csv Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
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--- a/testing/BIDU.csv Fri Nov 10 09:23:23 2017 +0000
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--- a/testing/BXP.csv Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,404 +0,0 @@
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--- a/testing/CCI.csv Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
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--- a/testing/DLR.csv Fri Nov 10 09:23:23 2017 +0000
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--- a/testing/EQIX.csv Fri Nov 10 09:23:23 2017 +0000
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--- a/testing/EQR.csv Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,490 +0,0 @@
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--- a/testing/ESS-orignal.csv Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,469 +0,0 @@
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--- a/testing/ESS.csv Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
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--- a/testing/EXR.csv Fri Nov 10 09:23:23 2017 +0000
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--- a/testing/FB.csv Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,102 +0,0 @@
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--- a/testing/FRT.csv Fri Nov 10 09:23:23 2017 +0000
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--- a/testing/GGP.csv Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,490 +0,0 @@
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--- a/testing/GOOG.csv Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,262 +0,0 @@
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--- a/testing/HCP.csv Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,660 +0,0 @@
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--- a/testing/IBM.csv Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,999 +0,0 @@
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--- a/testing/MSFT.csv Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,638 +0,0 @@
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--- a/testing/PLD.csv Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
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-2014-01-24,32.312183
-2014-01-27,32.109913
-2014-01-28,32.743141
-2014-01-29,32.549648
-2014-01-30,34.132717
-2014-01-31,34.088734
-2015-01-02,39.449898
-2015-01-05,39.422642
-2015-01-06,39.558899
-2015-01-07,40.158417
-2015-01-08,40.167492
-2015-01-09,40.103912
-2015-01-12,40.512669
-2015-01-13,39.704235
-2015-01-14,39.713318
-2015-01-15,39.758736
-2015-01-16,40.103912
-2015-01-20,39.822319
-2015-01-21,39.994907
-2015-01-22,40.985020
-2015-01-23,41.157600
-2015-01-26,41.648113
-2015-01-27,42.810810
-2015-01-28,42.165878
-2015-01-29,42.002380
-2015-01-30,41.003174
-2016-01-04,39.527515
-2016-01-05,40.357685
-2016-01-06,40.140709
-2016-01-07,39.093559
-2016-01-08,38.744511
-2016-01-11,38.697346
-2016-01-12,38.386024
-2016-01-13,38.206791
-2016-01-14,37.404915
-2016-01-15,36.612476
-2016-01-19,36.829456
-2016-01-20,35.291748
-2016-01-21,35.593632
-2016-01-22,36.404934
-2016-01-25,36.055889
-2016-01-26,37.593594
-2016-01-27,37.235111
-2016-01-28,36.678520
-2016-01-29,37.235111
-2017-01-03,51.576744
-2017-01-04,52.494968
-2017-01-05,52.514500
-2017-01-06,52.856396
-2017-01-09,52.455891
-2017-01-10,51.254387
-2017-01-11,51.039486
-2017-01-12,51.469292
-2017-01-13,51.088326
-2017-01-17,51.312996
-2017-01-18,51.625584
-2017-01-19,51.537670
-2017-01-20,51.352074
-2017-01-23,51.606052
-2017-01-24,50.629219
-2017-01-25,50.590145
-2017-01-26,49.759838
-2017-01-27,48.108990
-2017-01-30,47.610806
-2017-01-31,47.718258
--- a/testing/PSA.csv Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,765 +0,0 @@
-Date,Adj Close
-1981-01-02,2.811899
-1981-01-05,2.867035
-1981-01-06,2.867035
-1981-01-07,2.701628
-1981-01-08,2.756764
-1981-01-09,2.867035
-1981-01-12,2.867035
-1981-01-13,2.977306
-1981-01-14,3.032439
-1981-01-15,3.032439
-1981-01-16,3.032439
-1981-01-19,3.032439
-1981-01-20,2.977306
-1981-01-21,3.032439
-1981-01-22,2.977306
-1981-01-23,3.032439
-1981-01-26,2.977306
-1981-01-27,3.032439
-1981-01-28,2.977306
-1981-01-29,2.977306
-1981-01-30,2.977306
-1982-01-04,2.591358
-1982-01-05,2.591358
-1982-01-06,2.591358
-1982-01-07,2.591358
-1982-01-08,2.536223
-1982-01-11,2.536223
-1982-01-12,2.536223
-1982-01-13,2.481089
-1982-01-14,2.481089
-1982-01-15,2.536223
-1982-01-18,2.591358
-1982-01-19,2.646493
-1982-01-20,2.756764
-1982-01-21,2.756764
-1982-01-22,2.867035
-1982-01-25,2.867035
-1982-01-26,2.701628
-1982-01-27,2.756764
-1982-01-28,2.811899
-1982-01-29,2.811899
-1983-01-03,3.501093
-1983-01-04,3.363253
-1983-01-05,3.556226
-1983-01-06,3.473523
-1983-01-07,3.390821
-1983-01-10,3.473523
-1983-01-11,3.501093
-1983-01-12,3.528658
-1983-01-13,3.611362
-1983-01-14,3.694067
-1983-01-17,3.638929
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-1983-01-19,3.638929
-1983-01-20,3.804335
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-1983-01-25,3.611362
-1983-01-26,3.528658
-1983-01-27,3.556226
-1983-01-28,3.638929
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-1984-01-05,3.776767
-1984-01-06,3.804335
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-1984-01-11,3.776767
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-1985-01-04,3.942175
-1985-01-07,3.942175
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-1985-01-09,3.942175
-1985-01-10,3.969741
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-1985-01-18,3.969741
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-1985-01-23,3.969741
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-1986-01-03,4.135148
-1986-01-06,4.190284
-1986-01-07,4.190284
-1986-01-08,4.162713
-1986-01-09,4.162713
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-1986-01-16,4.190284
-1986-01-17,4.190284
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-1986-01-22,4.217847
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-1986-01-27,3.914606
-1986-01-28,3.804335
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-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
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-1988-01-18,2.811899
-1988-01-19,2.867035
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-1989-01-25,2.887067
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-1990-01-16,3.050570
-1990-01-17,3.085237
-1990-01-18,3.050570
-1990-01-19,3.015903
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-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
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-1992-01-06,2.721052
-1992-01-07,2.721052
-1992-01-08,2.721052
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-1992-01-13,2.930363
-1992-01-14,2.888501
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-2002-01-04,20.190636
-2002-01-07,20.114553
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-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
-2011-01-25,85.610176
-2011-01-26,85.818703
-2011-01-27,87.037811
-2011-01-28,85.393616
-2011-01-31,87.406761
-2012-01-03,111.842361
-2012-01-04,108.673820
-2012-01-05,110.055420
-2012-01-06,109.434944
-2012-01-09,109.302551
-2012-01-10,110.551811
-2012-01-11,111.039902
-2012-01-12,110.659332
-2012-01-13,111.635544
-2012-01-17,111.577660
-2012-01-18,112.140198
-2012-01-19,112.231171
-2012-01-20,112.371803
-2012-01-23,112.495941
-2012-01-24,112.181564
-2012-01-25,112.437996
-2012-01-26,113.050217
-2012-01-27,113.769966
-2012-01-30,113.472168
-2012-01-31,114.878540
-2013-01-02,124.751534
-2013-01-03,124.290390
-2013-01-04,124.862534
-2013-01-07,124.631966
-2013-01-08,123.786568
-2013-01-09,124.239174
-2013-01-10,124.913780
-2013-01-11,125.571289
-2013-01-14,124.939407
-2013-01-15,126.100769
-2013-01-16,126.348373
-2013-01-17,126.459373
-2013-01-18,128.312454
-2013-01-22,128.876053
-2013-01-23,128.790680
-2013-01-24,129.567719
-2013-01-25,130.396027
-2013-01-28,131.027939
-2013-01-29,131.694031
-2013-01-30,131.352417
-2013-01-31,131.446396
-2014-01-02,131.532730
-2014-01-03,132.557098
-2014-01-06,132.486481
-2014-01-07,132.336349
-2014-01-08,132.574768
-2014-01-09,135.153351
-2014-01-10,136.221817
-2014-01-13,135.956924
-2014-01-14,137.519943
-2014-01-15,136.910599
-2014-01-16,137.767181
-2014-01-17,136.848801
-2014-01-21,136.901810
-2014-01-22,137.157898
-2014-01-23,136.398483
-2014-01-24,134.597000
-2014-01-27,134.782410
-2014-01-28,136.636902
-2014-01-29,136.442612
-2014-01-30,138.473648
-2014-01-31,139.162460
-2015-01-02,170.761200
-2015-01-05,171.563812
-2015-01-06,174.491455
-2015-01-07,178.066650
-2015-01-08,180.492676
-2015-01-09,181.039917
-2015-01-12,180.720673
-2015-01-13,181.422974
-2015-01-14,181.331772
-2015-01-15,181.897202
-2015-01-16,184.460068
-2015-01-20,184.761063
-2015-01-21,183.329117
-2015-01-22,187.168823
-2015-01-23,184.916077
-2015-01-26,186.411804
-2015-01-27,186.667206
-2015-01-28,184.925171
-2015-01-29,186.229416
-2015-01-30,183.174072
-2016-01-04,230.189606
-2016-01-05,236.689209
-2016-01-06,237.065994
-2016-01-07,234.598038
-2016-01-08,232.883667
-2016-01-11,235.182098
-2016-01-12,235.653046
-2016-01-13,234.880661
-2016-01-14,235.238602
-2016-01-15,234.127075
-2016-01-19,235.907379
-2016-01-20,226.346375
-2016-01-21,227.071686
-2016-01-22,233.354660
-2016-01-25,233.147385
-2016-01-26,238.761597
-2016-01-27,233.778519
-2016-01-28,234.607468
-2016-01-29,238.846344
-2017-01-03,217.298645
-2017-01-04,218.892975
-2017-01-05,221.226181
-2017-01-06,221.994202
-2017-01-09,220.477600
-2017-01-10,219.029099
-2017-01-11,213.643265
-2017-01-12,211.251755
-2017-01-13,208.160263
-2017-01-17,211.630905
-2017-01-18,209.599075
-2017-01-19,209.336594
-2017-01-20,211.903091
-2017-01-23,214.119644
-2017-01-24,216.200089
-2017-01-25,212.816956
-2017-01-26,212.175323
-2017-01-27,210.542068
-2017-01-30,209.006058
-2017-01-31,209.015762
--- a/testing/alcohol.csv Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,194 +0,0 @@
-country,beer_servings,spirit_servings,wine_servings,total_litres_of_pure_alcohol
-Afghanistan,0,0,0,0.0
-Albania,89,132,54,4.9
-Algeria,25,0,14,0.7
-Andorra,245,138,312,12.4
-Angola,217,57,45,5.9
-Antigua & Barbuda,102,128,45,4.9
-Argentina,193,25,221,8.3
-Armenia,21,179,11,3.8
-Australia,261,72,212,10.4
-Austria,279,75,191,9.7
-Azerbaijan,21,46,5,1.3
-Bahamas,122,176,51,6.3
-Bahrain,42,63,7,2.0
-Bangladesh,0,0,0,0.0
-Barbados,143,173,36,6.3
-Belarus,142,373,42,14.4
-Belgium,295,84,212,10.5
-Belize,263,114,8,6.8
-Benin,34,4,13,1.1
-Bhutan,23,0,0,0.4
-Bolivia,167,41,8,3.8
-Bosnia-Herzegovina,76,173,8,4.6
-Botswana,173,35,35,5.4
-Brazil,245,145,16,7.2
-Brunei,31,2,1,0.6
-Bulgaria,231,252,94,10.3
-Burkina Faso,25,7,7,4.3
-Burundi,88,0,0,6.3
-Cote d'Ivoire,37,1,7,4.0
-Cabo Verde,144,56,16,4.0
-Cambodia,57,65,1,2.2
-Cameroon,147,1,4,5.8
-Canada,240,122,100,8.2
-Central African Republic,17,2,1,1.8
-Chad,15,1,1,0.4
-Chile,130,124,172,7.6
-China,79,192,8,5.0
-Colombia,159,76,3,4.2
-Comoros,1,3,1,0.1
-Congo,76,1,9,1.7
-Cook Islands,0,254,74,5.9
-Costa Rica,149,87,11,4.4
-Croatia,230,87,254,10.2
-Cuba,93,137,5,4.2
-Cyprus,192,154,113,8.2
-Czech Republic,361,170,134,11.8
-North Korea,0,0,0,0.0
-DR Congo,32,3,1,2.3
-Denmark,224,81,278,10.4
-Djibouti,15,44,3,1.1
-Dominica,52,286,26,6.6
-Dominican Republic,193,147,9,6.2
-Ecuador,162,74,3,4.2
-Egypt,6,4,1,0.2
-El Salvador,52,69,2,2.2
-Equatorial Guinea,92,0,233,5.8
-Eritrea,18,0,0,0.5
-Estonia,224,194,59,9.5
-Ethiopia,20,3,0,0.7
-Fiji,77,35,1,2.0
-Finland,263,133,97,10.0
-France,127,151,370,11.8
-Gabon,347,98,59,8.9
-Gambia,8,0,1,2.4
-Georgia,52,100,149,5.4
-Germany,346,117,175,11.3
-Ghana,31,3,10,1.8
-Greece,133,112,218,8.3
-Grenada,199,438,28,11.9
-Guatemala,53,69,2,2.2
-Guinea,9,0,2,0.2
-Guinea-Bissau,28,31,21,2.5
-Guyana,93,302,1,7.1
-Haiti,1,326,1,5.9
-Honduras,69,98,2,3.0
-Hungary,234,215,185,11.3
-Iceland,233,61,78,6.6
-India,9,114,0,2.2
-Indonesia,5,1,0,0.1
-Iran,0,0,0,0.0
-Iraq,9,3,0,0.2
-Ireland,313,118,165,11.4
-Israel,63,69,9,2.5
-Italy,85,42,237,6.5
-Jamaica,82,97,9,3.4
-Japan,77,202,16,7.0
-Jordan,6,21,1,0.5
-Kazakhstan,124,246,12,6.8
-Kenya,58,22,2,1.8
-Kiribati,21,34,1,1.0
-Kuwait,0,0,0,0.0
-Kyrgyzstan,31,97,6,2.4
-Laos,62,0,123,6.2
-Latvia,281,216,62,10.5
-Lebanon,20,55,31,1.9
-Lesotho,82,29,0,2.8
-Liberia,19,152,2,3.1
-Libya,0,0,0,0.0
-Lithuania,343,244,56,12.9
-Luxembourg,236,133,271,11.4
-Madagascar,26,15,4,0.8
-Malawi,8,11,1,1.5
-Malaysia,13,4,0,0.3
-Maldives,0,0,0,0.0
-Mali,5,1,1,0.6
-Malta,149,100,120,6.6
-Marshall Islands,0,0,0,0.0
-Mauritania,0,0,0,0.0
-Mauritius,98,31,18,2.6
-Mexico,238,68,5,5.5
-Micronesia,62,50,18,2.3
-Monaco,0,0,0,0.0
-Mongolia,77,189,8,4.9
-Montenegro,31,114,128,4.9
-Morocco,12,6,10,0.5
-Mozambique,47,18,5,1.3
-Myanmar,5,1,0,0.1
-Namibia,376,3,1,6.8
-Nauru,49,0,8,1.0
-Nepal,5,6,0,0.2
-Netherlands,251,88,190,9.4
-New Zealand,203,79,175,9.3
-Nicaragua,78,118,1,3.5
-Niger,3,2,1,0.1
-Nigeria,42,5,2,9.1
-Niue,188,200,7,7.0
-Norway,169,71,129,6.7
-Oman,22,16,1,0.7
-Pakistan,0,0,0,0.0
-Palau,306,63,23,6.9
-Panama,285,104,18,7.2
-Papua New Guinea,44,39,1,1.5
-Paraguay,213,117,74,7.3
-Peru,163,160,21,6.1
-Philippines,71,186,1,4.6
-Poland,343,215,56,10.9
-Portugal,194,67,339,11.0
-Qatar,1,42,7,0.9
-South Korea,140,16,9,9.8
-Moldova,109,226,18,6.3
-Romania,297,122,167,10.4
-Russian Federation,247,326,73,11.5
-Rwanda,43,2,0,6.8
-St. Kitts & Nevis,194,205,32,7.7
-St. Lucia,171,315,71,10.1
-St. Vincent & the Grenadines,120,221,11,6.3
-Samoa,105,18,24,2.6
-San Marino,0,0,0,0.0
-Sao Tome & Principe,56,38,140,4.2
-Saudi Arabia,0,5,0,0.1
-Senegal,9,1,7,0.3
-Serbia,283,131,127,9.6
-Seychelles,157,25,51,4.1
-Sierra Leone,25,3,2,6.7
-Singapore,60,12,11,1.5
-Slovakia,196,293,116,11.4
-Slovenia,270,51,276,10.6
-Solomon Islands,56,11,1,1.2
-Somalia,0,0,0,0.0
-South Africa,225,76,81,8.2
-Spain,284,157,112,10.0
-Sri Lanka,16,104,0,2.2
-Sudan,8,13,0,1.7
-Suriname,128,178,7,5.6
-Swaziland,90,2,2,4.7
-Sweden,152,60,186,7.2
-Switzerland,185,100,280,10.2
-Syria,5,35,16,1.0
-Tajikistan,2,15,0,0.3
-Thailand,99,258,1,6.4
-Macedonia,106,27,86,3.9
-Timor-Leste,1,1,4,0.1
-Togo,36,2,19,1.3
-Tonga,36,21,5,1.1
-Trinidad & Tobago,197,156,7,6.4
-Tunisia,51,3,20,1.3
-Turkey,51,22,7,1.4
-Turkmenistan,19,71,32,2.2
-Tuvalu,6,41,9,1.0
-Uganda,45,9,0,8.3
-Ukraine,206,237,45,8.9
-United Arab Emirates,16,135,5,2.8
-United Kingdom,219,126,195,10.4
-Tanzania,36,6,1,5.7
-USA,249,158,84,8.7
-Uruguay,115,35,220,6.6
-Uzbekistan,25,101,8,2.4
-Vanuatu,21,18,11,0.9
-Venezuela,333,100,3,7.7
-Vietnam,111,2,1,2.0
-Yemen,6,0,0,0.1
-Zambia,32,19,4,2.5
-Zimbabwe,64,18,4,4.7
--- a/testing/alcohol.scala Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,69 +0,0 @@
-// Part 2 about Alcohol-Consumption Worldwide
-//============================================
-
-object CW6b {
-
-import io.Source
-import scala.util._
-
-def get_csv_page(url: String) : List[String] =
- Source.fromURL(url)("ISO-8859-1").getLines.toList
-
-def get_csv_file(file: String) : List[String] =
- Source.fromFile(file)("ISO-8859-1").getLines.toList
-
-
-val url_alcohol =
- "https://raw.githubusercontent.com/fivethirtyeight/data/master/alcohol-consumption/drinks.csv"
-
-val file_population =
- "population.csv"
-
-get_csv_page(url_alcohol)
-get_csv_file(file_population)
-
-get_csv_page(url_alcohol).size
-get_csv_file(file_population).size
-
-val alcs = get_csv_page(url_alcohol)
-val pops = get_csv_file(file_population)
-
-
-def process_alcs(lines: List[String]) : List[(String, Double)] =
- for (l <- lines) yield {
- val entries = l.split(",").toList
- (entries(0), entries(4).toDouble)
- }
-
-def process_pops(lines: List[String]) : Map[String, Long] =
- (for (l <- lines) yield {
- val entries = l.split(",").toList
- (entries(0), entries(1).toLong)
- }).toMap
-
-
-def sorted_country_consumption() : List[(String, Long)] = {
- val alcs2 = process_alcs(alcs.drop(1))
- val pops2 = process_pops(pops.drop(1))
- val cons_list =
- for ((cname, cons) <- alcs2;
- if pops2.isDefinedAt(cname)) yield (cname, (cons * pops2(cname)).toLong)
- cons_list.sortBy(_._2).reverse
-}
-
-sorted_country_consumption().take(10)
-sorted_country_consumption().size
-
-def percentage(n: Int) : (Long, Long, Double) = {
- val cons_list = sorted_country_consumption()
- val sum_n = cons_list.take(n).map(_._2).sum
- val sum_all = cons_list.map(_._2).sum
- val perc = (sum_n.toDouble / sum_all.toDouble) * 100.0
- (sum_all, sum_n, perc)
-}
-
-
-percentage(10)
-percentage(164)
-
-}
--- a/testing/alcohol_test.sh Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,114 +0,0 @@
-#!/bin/bash
-
-# to make the script fail safely
-set -euo pipefail
-
-
-out=${1:-output}
-
-echo "" > $out
-
-echo "Below is the feedback for your submission for alcohol.scala" >> $out
-echo "" >> $out
-
-
-# compilation tests
-
-function scala_compile {
- (ulimit -t 30 -m 1024000 ; 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)
-}
-
-# purity test
-
-function scala_vars {
- (egrep '\bvar\b|\breturn\b|\.par|ListBuffer|mutable' "$1" 2> /dev/null 1> /dev/null)
-}
-
-
-# var, .par return, ListBuffer test
-#
-echo "alcohol.scala does not contain vars, returns etc?" >> $out
-
-if (scala_vars alcohol.scala)
-then
- echo " --> fail" >> $out
- tsts0=$(( 1 ))
-else
- echo " --> success" >> $out
- tsts0=$(( 0 ))
-fi
-
-### compilation test
-
-
-if [ $tsts0 -eq 0 ]
-then
- echo "alcohol.scala runs?" >> $out
-
- if (scala_compile alcohol.scala)
- then
- echo " --> success" >> $out
- tsts=$(( 0 ))
- else
- echo " --> scala did not run alcohol.scala" >> $out
- tsts=$(( 1 ))
- fi
-else
- tsts=$(( 1 ))
-fi
-
-### alcohol tests
-
-if [ $tsts -eq 0 ]
-then
- echo "get_csv tests:" >> $out
- echo " get_csv_page(url_alcohol).size == 194" >> $out
- echo " get_csv_file(file_population).size == 216" >> $out
-
- if (scala_assert "alcohol.scala" "alcohol_test1.scala")
- then
- echo " --> success" >> $out
- else
- echo " --> one of the tests failed" >> $out
- fi
-fi
-
-### alcohol processing tests
-
-if [ $tsts -eq 0 ]
-then
- echo "processing tests:" >> $out
- echo " process_alcs(alcs_list.drop(1))(0) == (\"Afghanistan\", 0.0)" >> $out
- echo " process_pops(pops_list.drop(1))(\"Micronesia\") == 104015" >> $out
-
- if (scala_assert "alcohol.scala" "alcohol_test2.scala")
- then
- echo " --> success" >> $out
- else
- echo " --> one of the tests failed" >> $out
- fi
-fi
-
-### alcohol percentage tests
-
-if [ $tsts -eq 0 ]
-then
- echo "calculation tests:" >> $out
- echo " sorted_country_consumption().size == 177" >> $out
- echo " sorted_country_consumption()(9) == (\"United Kingdom\", 671976864)" >> $out
- echo " percentage(164) == (28771558364L, 28771558364L, 100.0)" >> $out
-
- if (scala_assert "alcohol.scala" "alcohol_test3.scala")
- then
- echo " --> success" >> $out
- else
- echo " --> one of the tests failed" >> $out
- fi
-fi
-
--- a/testing/alcohol_test1.scala Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,12 +0,0 @@
-
-val url_alcohol_test =
- "https://raw.githubusercontent.com/fivethirtyeight/data/master/alcohol-consumption/drinks.csv"
-
-val file_population_test =
- "population.csv"
-
-assert(CW6b.get_csv_page(url_alcohol_test).size == 194)
-
-assert(CW6b.get_csv_file(file_population_test).size == 216)
-
-
--- a/testing/alcohol_test2.scala Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,17 +0,0 @@
-
-import io.Source
-import scala.util._
-
-val file_population_test = "population.csv"
-val file_alcohol_test = "alcohol.csv"
-
-
-def get_csv_file_test(file: String) : List[String] =
- Source.fromFile(file)("ISO-8859-1").getLines.toList
-
-val alcs_test = get_csv_file_test(file_alcohol_test)
-val pops_test = get_csv_file_test(file_population_test)
-
-assert(CW6b.process_alcs(alcs_test.drop(1))(0) == ("Afghanistan", 0.0))
-
-assert(CW6b.process_pops(pops_test.drop(1))("Micronesia") == 104015)
--- a/testing/alcohol_test3.scala Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,7 +0,0 @@
-
-
-assert(CW6b.sorted_country_consumption().size == 177)
-
-assert(CW6b.sorted_country_consumption()(9) == ("United Kingdom", 671976864))
-
-assert(CW6b.percentage(164) == (28771558364L, 28771558364L, 100.0))
--- a/testing/collatz.scala Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,20 +0,0 @@
-// Part 1 about the 3n+1 conjecture
-//==================================
-
-object CW6a {
-
-def collatz(n: Long): Long =
- if (n == 1) 1 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)
-}
-
-
-}
-
--- a/testing/collatz_test.sh Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,102 +0,0 @@
-#!/bin/bash
-
-# to make the script fail safely
-set -euo pipefail
-
-
-out=${1:-output}
-
-echo "" > $out
-
-echo "Below is the feedback for your submission collatz.scala" >> $out
-echo "" >> $out
-
-
-# compilation tests
-
-function scala_compile {
- (ulimit -t 30 -m 1024000 ; 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)
-}
-
-# purity test
-
-function scala_vars {
- (egrep '\bvar\b|\breturn\b|\.par|ListBuffer|mutable' "$1" 2> /dev/null 1> /dev/null)
-}
-
-
-# var, .par return, ListBuffer test
-#
-echo "collatz.scala does not contain vars, returns etc?" >> $out
-
-if (scala_vars collatz.scala)
-then
- echo " --> fail" >> $out
- tsts0=$(( 1 ))
-else
- echo " --> success" >> $out
- tsts0=$(( 0 ))
-fi
-
-### compilation test
-
-
-if [ $tsts0 -eq 0 ]
-then
- echo "collatz.scala runs?" >> $out
-
- if (scala_compile collatz.scala)
- then
- echo " --> success" >> $out
- tsts=$(( 0 ))
- else
- echo " --> scala did not run collatz.scala" >> $out
- tsts=$(( 1 ))
- fi
-else
- tsts=$(( 1 ))
-fi
-
-### collatz tests
-
-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
-
- if (scala_assert "collatz.scala" "collatz_test1.scala")
- then
- echo " --> success" >> $out
- else
- echo " --> one of the tests failed" >> $out
- fi
-fi
-
-### collatz-max tests
-
-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
-
- if (scala_assert "collatz.scala" "collatz_test2.scala")
- then
- echo " --> success" >> $out
- else
- echo " --> one of the tests failed" >> $out
- fi
-fi
-
-
--- a/testing/collatz_test1.scala Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,8 +0,0 @@
-
-assert(List(0,1,4).contains(CW6a.collatz(1)))
-
-assert(CW6a.collatz(6) == 9)
-
-assert(CW6a.collatz(9) == 20)
-
-
--- a/testing/collatz_test2.scala Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,13 +0,0 @@
-
-
-assert(CW6a.collatz_max(10) == (20, 9))
-
-assert(CW6a.collatz_max(100) == (119, 97))
-
-assert(CW6a.collatz_max(1000) == (179, 871))
-
-assert(CW6a.collatz_max(10000) == (262, 6171))
-
-assert(CW6a.collatz_max(100000) == (351, 77031))
-
-assert(CW6a.collatz_max(1000000) == (525, 837799))
--- a/testing/drumb.scala Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,113 +0,0 @@
-// Advanvced Part 3 about a really dumb investment strategy
-//==========================================================
-
-object CW6c {
-
-
-//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=<<symbol>>&a=0&b=1&c=<<year>>&d=1&e=1&f=<<year>>
-//
-// and extracting the first January Adjusted Close price in a year.
-
-
-import io.Source
-import scala.util._
-
-def get_january_data(symbol: String, year: Int) : List[String] =
- Source.fromFile(symbol ++ ".csv")("ISO-8859-1").getLines.toList.filter(_.startsWith(year.toString))
-
-
-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)
-
-
-// Complete the function below that obtains all first prices
-// for the stock symbols from a portfolio for the given
-// range of 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)
-
-val tt = get_prices(List("BIDU"), 2004 to 2008)
-
-// (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).
-
-def get_delta(price_old: Option[Double], price_new: Option[Double]) : Option[Double] = {
- (price_old, price_new) match {
- case (Some(x), Some(y)) => Some((y - x) / x)
- case _ => None
- }
-}
-
-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.
-
-
-def yearly_yield(data: List[List[Option[Double]]], balance: Long, year: Int): Long = {
- val somes = data(year).flatten
- val somes_length = somes.length
- if (somes_length == 0) balance
- else {
- val portion: Double = balance.toDouble / somes_length.toDouble
- balance + (for (x <- somes) yield (x * portion)).sum.toLong
- }
-}
-
-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)
- }
-}
-
-//yearly_yield(d, 100, 0)
-//compound_yield(d.take(6), 100, 0)
-
-def investment(portfolio: List[String], years: Range, start_balance: Long): Long = {
- compound_yield(get_deltas(get_prices(portfolio, years)), start_balance, 0)
-}
-
-
-
-//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))
-
-
-}
--- a/testing/drumb_test.sh Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,113 +0,0 @@
-#!/bin/bash
-set -e
-
-out=${1:-output}
-
-echo "" > $out
-
-echo "Below is the feedback for your submission for drumb.scala" >> $out
-echo "" >> $out
-
-# compilation tests
-
-function scala_compile {
- (ulimit -t 30 -m 1024000 ; 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)
-}
-
-# purity test
-
-function scala_vars {
- (egrep '\bvar\b|\breturn\b|\.par|ListBuffer|mutable' "$1" 2> /dev/null 1> /dev/null)
-}
-
-
-# var, .par return, ListBuffer test
-#
-echo "drumb.scala does not contain vars, returns etc?" >> $out
-
-if (scala_vars drumb.scala)
-then
- echo " --> fail" >> $out
- tsts0=$(( 1 ))
-else
- echo " --> success" >> $out
- tsts0=$(( 0 ))
-fi
-
-
-# compilation test
-if [ $tsts0 -eq 0 ]
-then
- echo "drumb.scala runs?" >> $out
-
- if (scala_compile alcohol.scala)
- then
- echo " --> success" >> $out
- tsts=$(( 0 ))
- else
- echo " --> scala did not run alcohol.scala" >> $out
- tsts=$(( 1 ))
- fi
-else
- tsts=$(( 1 ))
-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
-
- if (scala_assert "drumb.scala" "drumb_test1.scala")
- then
- echo " --> success" >> $out
- else
- echo " --> test failed" >> $out
- fi
-fi
-
-### 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
-
-
-### yield_tests, investment_test
-
-if [ $tsts -eq 0 ]
-then
- echo " yearly_yield(get_deltas(<<GOOG+AAPL 2010 - 2012>>), 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
-
--- a/testing/drumb_test1.scala Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,14 +0,0 @@
-
-/*
-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))))
-
-
-
--- a/testing/drumb_test2.scala Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,36 +0,0 @@
-//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_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)))
-
-
-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))))
--- a/testing/drumb_test3.scala Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,20 +0,0 @@
-
-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
-
-assert(urban_rstate_res > 30885 && urban_rstate_res < 30905)
-assert(urban_blchip_res > 349587 && urban_blchip_res < 349607)
--- a/testing/mark Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,9 +0,0 @@
-#!/bin/sh
-###set -e
-
-trap "exit" INT
-
-./collatz_test.sh output1
-./alcohol_test.sh output2
-./drumb_test.sh output3
-
--- a/testing/population.csv Fri Nov 10 09:23:23 2017 +0000
+++ /dev/null Thu Jan 01 00:00:00 1970 +0000
@@ -1,216 +0,0 @@
-country,population_size
-Afghanistan,32758020
-Albania,2889104
-Algeria,39113313
-American Samoa,55437
-Andorra,79223
-Angola,26920466
-Antigua and Barbuda,98875
-Argentina,42981515
-Armenia,2906220
-Aruba,103795
-Australia,23460694
-Austria,8541575
-Azerbaijan,9535079
-Bahamas,382169
-Bahrain,1336397
-Bangladesh,159405279
-Barbados,283385
-Belarus,9474511
-Belgium,11209057
-Belize,351694
-Benin,10286712
-Bermuda,65139
-Bhutan,776448
-Bolivia,10562159
-Bosnia and Herzegovina,3566002
-Botswana,2168573
-Brazil,204213133
-British Virgin Islands,29588
-Brunei Darussalam,411704
-Bulgaria,7223938
-Burkina Faso,17585977
-Burundi,9891790
-Cabo Verde,526437
-Cambodia,15270790
-Cameroon,22239904
-Canada,35544564
-Cayman Islands,59172
-Central African Republic,4515392
-Chad,13569438
-Channel Islands,162969
-Chile,17613798
-China,1364270000
-Colombia,47791911
-Comoros,759385
-Congo,73722860
-Costa Rica,4757575
-Cote d'Ivoire,22531350
-Croatia,4238389
-Cuba,11439767
-Curacao,155909
-Cyprus,1152309
-Czech Republic,10525347
-Denmark,5643475
-Djibouti,912164
-Dominica,72778
-Dominican Republic,10405844
-Ecuador,15903112
-Egypt,91812566
-El Salvador,6281189
-Equatorial Guinea,1129424
-Estonia,1314545
-Ethiopia,97366774
-Faroe Islands,48842
-Fiji,885806
-Finland,5461512
-France,66331957
-French Polynesia,275484
-Gabon,1875713
-Gambia,1917852
-Georgia,3727000
-Germany,80982500
-Ghana,26962563
-Gibraltar,34038
-Greece,10892413
-Greenland,56295
-Grenada,106360
-Guam,160967
-Guatemala,15923559
-Guinea,11805509
-Guinea-Bissau,1725744
-Guyana,763393
-Haiti,10572466
-Honduras,8809216
-Hong Kong SAR,7241700
-Hungary,9866468
-Iceland,327386
-India,1293859294
-Indonesia,255131116
-Iran,78411092
-Iraq,35006080
-Ireland,4617225
-Isle of Man,82590
-Israel,8215700
-Italy,60789140
-Jamaica,2862087
-Japan,127276000
-Jordan,8809306
-Kazakhstan,17289224
-Kenya,46024250
-Kiribati,110458
-North Korea,25116363
-South Korea,50746659
-Kosovo,1821800
-Kuwait,3782450
-Kyrgyz Republic,5835500
-Lao PDR,6576397
-Latvia,1993782
-Lebanon,5603279
-Lesotho,2145785
-Liberia,4390737
-Libya,6204108
-Liechtenstein,37127
-Lithuania,2932367
-Luxembourg,556319
-Macao SAR,588781
-Macedonia,2077495
-Madagascar,23589801
-Malawi,17068838
-Malaysia,30228017
-Maldives,401000
-Mali,16962846
-Malta,427364
-Marshall Islands,52898
-Mauritania,4063920
-Mauritius,1260934
-Mexico,124221600
-Micronesia,104015
-Moldova,3556397
-Monaco,38132
-Mongolia,2923896
-Montenegro,621810
-Morocco,34318082
-Mozambique,27212382
-Myanmar,51924182
-Namibia,2370992
-Nauru,11853
-Nepal,28323241
-Netherlands,16865008
-New Caledonia,268000
-New Zealand,4509700
-Nicaragua,6013997
-Niger,19148219
-Nigeria,176460502
-Northern Mariana Islands,54468
-Norway,5137232
-Oman,3960925
-Pakistan,185546257
-Palau,21094
-Panama,3903986
-Papua New Guinea,7755785
-Paraguay,6552584
-Peru,30973354
-Philippines,100102249
-Poland,38011735
-Portugal,10401062
-Puerto Rico,3534874
-Qatar,2374419
-Romania,19908979
-Russian Federation,143819666
-Rwanda,11345357
-Samoa,192290
-San Marino,32657
-Sao Tome and Principe,191266
-Saudi Arabia,30776722
-Senegal,14546111
-Serbia,7130576
-Seychelles,91359
-Sierra Leone,7079162
-Singapore,5469724
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000
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+2017-01-31,209.015762
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/testing1/alcohol.csv Tue Nov 14 13:14:47 2017 +0000
@@ -0,0 +1,194 @@
+country,beer_servings,spirit_servings,wine_servings,total_litres_of_pure_alcohol
+Afghanistan,0,0,0,0.0
+Albania,89,132,54,4.9
+Algeria,25,0,14,0.7
+Andorra,245,138,312,12.4
+Angola,217,57,45,5.9
+Antigua & Barbuda,102,128,45,4.9
+Argentina,193,25,221,8.3
+Armenia,21,179,11,3.8
+Australia,261,72,212,10.4
+Austria,279,75,191,9.7
+Azerbaijan,21,46,5,1.3
+Bahamas,122,176,51,6.3
+Bahrain,42,63,7,2.0
+Bangladesh,0,0,0,0.0
+Barbados,143,173,36,6.3
+Belarus,142,373,42,14.4
+Belgium,295,84,212,10.5
+Belize,263,114,8,6.8
+Benin,34,4,13,1.1
+Bhutan,23,0,0,0.4
+Bolivia,167,41,8,3.8
+Bosnia-Herzegovina,76,173,8,4.6
+Botswana,173,35,35,5.4
+Brazil,245,145,16,7.2
+Brunei,31,2,1,0.6
+Bulgaria,231,252,94,10.3
+Burkina Faso,25,7,7,4.3
+Burundi,88,0,0,6.3
+Cote d'Ivoire,37,1,7,4.0
+Cabo Verde,144,56,16,4.0
+Cambodia,57,65,1,2.2
+Cameroon,147,1,4,5.8
+Canada,240,122,100,8.2
+Central African Republic,17,2,1,1.8
+Chad,15,1,1,0.4
+Chile,130,124,172,7.6
+China,79,192,8,5.0
+Colombia,159,76,3,4.2
+Comoros,1,3,1,0.1
+Congo,76,1,9,1.7
+Cook Islands,0,254,74,5.9
+Costa Rica,149,87,11,4.4
+Croatia,230,87,254,10.2
+Cuba,93,137,5,4.2
+Cyprus,192,154,113,8.2
+Czech Republic,361,170,134,11.8
+North Korea,0,0,0,0.0
+DR Congo,32,3,1,2.3
+Denmark,224,81,278,10.4
+Djibouti,15,44,3,1.1
+Dominica,52,286,26,6.6
+Dominican Republic,193,147,9,6.2
+Ecuador,162,74,3,4.2
+Egypt,6,4,1,0.2
+El Salvador,52,69,2,2.2
+Equatorial Guinea,92,0,233,5.8
+Eritrea,18,0,0,0.5
+Estonia,224,194,59,9.5
+Ethiopia,20,3,0,0.7
+Fiji,77,35,1,2.0
+Finland,263,133,97,10.0
+France,127,151,370,11.8
+Gabon,347,98,59,8.9
+Gambia,8,0,1,2.4
+Georgia,52,100,149,5.4
+Germany,346,117,175,11.3
+Ghana,31,3,10,1.8
+Greece,133,112,218,8.3
+Grenada,199,438,28,11.9
+Guatemala,53,69,2,2.2
+Guinea,9,0,2,0.2
+Guinea-Bissau,28,31,21,2.5
+Guyana,93,302,1,7.1
+Haiti,1,326,1,5.9
+Honduras,69,98,2,3.0
+Hungary,234,215,185,11.3
+Iceland,233,61,78,6.6
+India,9,114,0,2.2
+Indonesia,5,1,0,0.1
+Iran,0,0,0,0.0
+Iraq,9,3,0,0.2
+Ireland,313,118,165,11.4
+Israel,63,69,9,2.5
+Italy,85,42,237,6.5
+Jamaica,82,97,9,3.4
+Japan,77,202,16,7.0
+Jordan,6,21,1,0.5
+Kazakhstan,124,246,12,6.8
+Kenya,58,22,2,1.8
+Kiribati,21,34,1,1.0
+Kuwait,0,0,0,0.0
+Kyrgyzstan,31,97,6,2.4
+Laos,62,0,123,6.2
+Latvia,281,216,62,10.5
+Lebanon,20,55,31,1.9
+Lesotho,82,29,0,2.8
+Liberia,19,152,2,3.1
+Libya,0,0,0,0.0
+Lithuania,343,244,56,12.9
+Luxembourg,236,133,271,11.4
+Madagascar,26,15,4,0.8
+Malawi,8,11,1,1.5
+Malaysia,13,4,0,0.3
+Maldives,0,0,0,0.0
+Mali,5,1,1,0.6
+Malta,149,100,120,6.6
+Marshall Islands,0,0,0,0.0
+Mauritania,0,0,0,0.0
+Mauritius,98,31,18,2.6
+Mexico,238,68,5,5.5
+Micronesia,62,50,18,2.3
+Monaco,0,0,0,0.0
+Mongolia,77,189,8,4.9
+Montenegro,31,114,128,4.9
+Morocco,12,6,10,0.5
+Mozambique,47,18,5,1.3
+Myanmar,5,1,0,0.1
+Namibia,376,3,1,6.8
+Nauru,49,0,8,1.0
+Nepal,5,6,0,0.2
+Netherlands,251,88,190,9.4
+New Zealand,203,79,175,9.3
+Nicaragua,78,118,1,3.5
+Niger,3,2,1,0.1
+Nigeria,42,5,2,9.1
+Niue,188,200,7,7.0
+Norway,169,71,129,6.7
+Oman,22,16,1,0.7
+Pakistan,0,0,0,0.0
+Palau,306,63,23,6.9
+Panama,285,104,18,7.2
+Papua New Guinea,44,39,1,1.5
+Paraguay,213,117,74,7.3
+Peru,163,160,21,6.1
+Philippines,71,186,1,4.6
+Poland,343,215,56,10.9
+Portugal,194,67,339,11.0
+Qatar,1,42,7,0.9
+South Korea,140,16,9,9.8
+Moldova,109,226,18,6.3
+Romania,297,122,167,10.4
+Russian Federation,247,326,73,11.5
+Rwanda,43,2,0,6.8
+St. Kitts & Nevis,194,205,32,7.7
+St. Lucia,171,315,71,10.1
+St. Vincent & the Grenadines,120,221,11,6.3
+Samoa,105,18,24,2.6
+San Marino,0,0,0,0.0
+Sao Tome & Principe,56,38,140,4.2
+Saudi Arabia,0,5,0,0.1
+Senegal,9,1,7,0.3
+Serbia,283,131,127,9.6
+Seychelles,157,25,51,4.1
+Sierra Leone,25,3,2,6.7
+Singapore,60,12,11,1.5
+Slovakia,196,293,116,11.4
+Slovenia,270,51,276,10.6
+Solomon Islands,56,11,1,1.2
+Somalia,0,0,0,0.0
+South Africa,225,76,81,8.2
+Spain,284,157,112,10.0
+Sri Lanka,16,104,0,2.2
+Sudan,8,13,0,1.7
+Suriname,128,178,7,5.6
+Swaziland,90,2,2,4.7
+Sweden,152,60,186,7.2
+Switzerland,185,100,280,10.2
+Syria,5,35,16,1.0
+Tajikistan,2,15,0,0.3
+Thailand,99,258,1,6.4
+Macedonia,106,27,86,3.9
+Timor-Leste,1,1,4,0.1
+Togo,36,2,19,1.3
+Tonga,36,21,5,1.1
+Trinidad & Tobago,197,156,7,6.4
+Tunisia,51,3,20,1.3
+Turkey,51,22,7,1.4
+Turkmenistan,19,71,32,2.2
+Tuvalu,6,41,9,1.0
+Uganda,45,9,0,8.3
+Ukraine,206,237,45,8.9
+United Arab Emirates,16,135,5,2.8
+United Kingdom,219,126,195,10.4
+Tanzania,36,6,1,5.7
+USA,249,158,84,8.7
+Uruguay,115,35,220,6.6
+Uzbekistan,25,101,8,2.4
+Vanuatu,21,18,11,0.9
+Venezuela,333,100,3,7.7
+Vietnam,111,2,1,2.0
+Yemen,6,0,0,0.1
+Zambia,32,19,4,2.5
+Zimbabwe,64,18,4,4.7
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/testing1/alcohol.scala Tue Nov 14 13:14:47 2017 +0000
@@ -0,0 +1,69 @@
+// Part 2 about Alcohol-Consumption Worldwide
+//============================================
+
+object CW6b {
+
+import io.Source
+import scala.util._
+
+def get_csv_page(url: String) : List[String] =
+ Source.fromURL(url)("ISO-8859-1").getLines.toList
+
+def get_csv_file(file: String) : List[String] =
+ Source.fromFile(file)("ISO-8859-1").getLines.toList
+
+
+val url_alcohol =
+ "https://raw.githubusercontent.com/fivethirtyeight/data/master/alcohol-consumption/drinks.csv"
+
+val file_population =
+ "population.csv"
+
+get_csv_page(url_alcohol)
+get_csv_file(file_population)
+
+get_csv_page(url_alcohol).size
+get_csv_file(file_population).size
+
+val alcs = get_csv_page(url_alcohol)
+val pops = get_csv_file(file_population)
+
+
+def process_alcs(lines: List[String]) : List[(String, Double)] =
+ for (l <- lines) yield {
+ val entries = l.split(",").toList
+ (entries(0), entries(4).toDouble)
+ }
+
+def process_pops(lines: List[String]) : Map[String, Long] =
+ (for (l <- lines) yield {
+ val entries = l.split(",").toList
+ (entries(0), entries(1).toLong)
+ }).toMap
+
+
+def sorted_country_consumption() : List[(String, Long)] = {
+ val alcs2 = process_alcs(alcs.drop(1))
+ val pops2 = process_pops(pops.drop(1))
+ val cons_list =
+ for ((cname, cons) <- alcs2;
+ if pops2.isDefinedAt(cname)) yield (cname, (cons * pops2(cname)).toLong)
+ cons_list.sortBy(_._2).reverse
+}
+
+sorted_country_consumption().take(10)
+sorted_country_consumption().size
+
+def percentage(n: Int) : (Long, Long, Double) = {
+ val cons_list = sorted_country_consumption()
+ val sum_n = cons_list.take(n).map(_._2).sum
+ val sum_all = cons_list.map(_._2).sum
+ val perc = (sum_n.toDouble / sum_all.toDouble) * 100.0
+ (sum_all, sum_n, perc)
+}
+
+
+percentage(10)
+percentage(164)
+
+}
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/testing1/alcohol_test.sh Tue Nov 14 13:14:47 2017 +0000
@@ -0,0 +1,114 @@
+#!/bin/bash
+
+# to make the script fail safely
+set -euo pipefail
+
+
+out=${1:-output}
+
+echo "" > $out
+
+echo "Below is the feedback for your submission for alcohol.scala" >> $out
+echo "" >> $out
+
+
+# compilation tests
+
+function scala_compile {
+ (ulimit -t 30 -m 1024000 ; 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)
+}
+
+# purity test
+
+function scala_vars {
+ (egrep '\bvar\b|\breturn\b|\.par|ListBuffer|mutable' "$1" 2> /dev/null 1> /dev/null)
+}
+
+
+# var, .par return, ListBuffer test
+#
+echo "alcohol.scala does not contain vars, returns etc?" >> $out
+
+if (scala_vars alcohol.scala)
+then
+ echo " --> fail" >> $out
+ tsts0=$(( 1 ))
+else
+ echo " --> success" >> $out
+ tsts0=$(( 0 ))
+fi
+
+### compilation test
+
+
+if [ $tsts0 -eq 0 ]
+then
+ echo "alcohol.scala runs?" >> $out
+
+ if (scala_compile alcohol.scala)
+ then
+ echo " --> success" >> $out
+ tsts=$(( 0 ))
+ else
+ echo " --> scala did not run alcohol.scala" >> $out
+ tsts=$(( 1 ))
+ fi
+else
+ tsts=$(( 1 ))
+fi
+
+### alcohol tests
+
+if [ $tsts -eq 0 ]
+then
+ echo "get_csv tests:" >> $out
+ echo " get_csv_page(url_alcohol).size == 194" >> $out
+ echo " get_csv_file(file_population).size == 216" >> $out
+
+ if (scala_assert "alcohol.scala" "alcohol_test1.scala")
+ then
+ echo " --> success" >> $out
+ else
+ echo " --> one of the tests failed" >> $out
+ fi
+fi
+
+### alcohol processing tests
+
+if [ $tsts -eq 0 ]
+then
+ echo "processing tests:" >> $out
+ echo " process_alcs(alcs_list.drop(1))(0) == (\"Afghanistan\", 0.0)" >> $out
+ echo " process_pops(pops_list.drop(1))(\"Micronesia\") == 104015" >> $out
+
+ if (scala_assert "alcohol.scala" "alcohol_test2.scala")
+ then
+ echo " --> success" >> $out
+ else
+ echo " --> one of the tests failed" >> $out
+ fi
+fi
+
+### alcohol percentage tests
+
+if [ $tsts -eq 0 ]
+then
+ echo "calculation tests:" >> $out
+ echo " sorted_country_consumption().size == 177" >> $out
+ echo " sorted_country_consumption()(9) == (\"United Kingdom\", 671976864)" >> $out
+ echo " percentage(164) == (28771558364L, 28771558364L, 100.0)" >> $out
+
+ if (scala_assert "alcohol.scala" "alcohol_test3.scala")
+ then
+ echo " --> success" >> $out
+ else
+ echo " --> one of the tests failed" >> $out
+ fi
+fi
+
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/testing1/alcohol_test1.scala Tue Nov 14 13:14:47 2017 +0000
@@ -0,0 +1,12 @@
+
+val url_alcohol_test =
+ "https://raw.githubusercontent.com/fivethirtyeight/data/master/alcohol-consumption/drinks.csv"
+
+val file_population_test =
+ "population.csv"
+
+assert(CW6b.get_csv_page(url_alcohol_test).size == 194)
+
+assert(CW6b.get_csv_file(file_population_test).size == 216)
+
+
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/testing1/alcohol_test2.scala Tue Nov 14 13:14:47 2017 +0000
@@ -0,0 +1,17 @@
+
+import io.Source
+import scala.util._
+
+val file_population_test = "population.csv"
+val file_alcohol_test = "alcohol.csv"
+
+
+def get_csv_file_test(file: String) : List[String] =
+ Source.fromFile(file)("ISO-8859-1").getLines.toList
+
+val alcs_test = get_csv_file_test(file_alcohol_test)
+val pops_test = get_csv_file_test(file_population_test)
+
+assert(CW6b.process_alcs(alcs_test.drop(1))(0) == ("Afghanistan", 0.0))
+
+assert(CW6b.process_pops(pops_test.drop(1))("Micronesia") == 104015)
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/testing1/alcohol_test3.scala Tue Nov 14 13:14:47 2017 +0000
@@ -0,0 +1,7 @@
+
+
+assert(CW6b.sorted_country_consumption().size == 177)
+
+assert(CW6b.sorted_country_consumption()(9) == ("United Kingdom", 671976864))
+
+assert(CW6b.percentage(164) == (28771558364L, 28771558364L, 100.0))
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/testing1/collatz.scala Tue Nov 14 13:14:47 2017 +0000
@@ -0,0 +1,20 @@
+// Part 1 about the 3n+1 conjecture
+//==================================
+
+object CW6a {
+
+def collatz(n: Long): Long =
+ if (n == 1) 1 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)
+}
+
+
+}
+
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/testing1/collatz_test.sh Tue Nov 14 13:14:47 2017 +0000
@@ -0,0 +1,102 @@
+#!/bin/bash
+
+# to make the script fail safely
+set -euo pipefail
+
+
+out=${1:-output}
+
+echo "" > $out
+
+echo "Below is the feedback for your submission collatz.scala" >> $out
+echo "" >> $out
+
+
+# compilation tests
+
+function scala_compile {
+ (ulimit -t 30 -m 1024000 ; 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)
+}
+
+# purity test
+
+function scala_vars {
+ (egrep '\bvar\b|\breturn\b|\.par|ListBuffer|mutable' "$1" 2> /dev/null 1> /dev/null)
+}
+
+
+# var, .par return, ListBuffer test
+#
+echo "collatz.scala does not contain vars, returns etc?" >> $out
+
+if (scala_vars collatz.scala)
+then
+ echo " --> fail" >> $out
+ tsts0=$(( 1 ))
+else
+ echo " --> success" >> $out
+ tsts0=$(( 0 ))
+fi
+
+### compilation test
+
+
+if [ $tsts0 -eq 0 ]
+then
+ echo "collatz.scala runs?" >> $out
+
+ if (scala_compile collatz.scala)
+ then
+ echo " --> success" >> $out
+ tsts=$(( 0 ))
+ else
+ echo " --> scala did not run collatz.scala" >> $out
+ tsts=$(( 1 ))
+ fi
+else
+ tsts=$(( 1 ))
+fi
+
+### collatz tests
+
+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
+
+ if (scala_assert "collatz.scala" "collatz_test1.scala")
+ then
+ echo " --> success" >> $out
+ else
+ echo " --> one of the tests failed" >> $out
+ fi
+fi
+
+### collatz-max tests
+
+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
+
+ if (scala_assert "collatz.scala" "collatz_test2.scala")
+ then
+ echo " --> success" >> $out
+ else
+ echo " --> one of the tests failed" >> $out
+ fi
+fi
+
+
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/testing1/collatz_test1.scala Tue Nov 14 13:14:47 2017 +0000
@@ -0,0 +1,8 @@
+
+assert(List(0,1,4).contains(CW6a.collatz(1)))
+
+assert(CW6a.collatz(6) == 9)
+
+assert(CW6a.collatz(9) == 20)
+
+
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/testing1/collatz_test2.scala Tue Nov 14 13:14:47 2017 +0000
@@ -0,0 +1,13 @@
+
+
+assert(CW6a.collatz_max(10) == (20, 9))
+
+assert(CW6a.collatz_max(100) == (119, 97))
+
+assert(CW6a.collatz_max(1000) == (179, 871))
+
+assert(CW6a.collatz_max(10000) == (262, 6171))
+
+assert(CW6a.collatz_max(100000) == (351, 77031))
+
+assert(CW6a.collatz_max(1000000) == (525, 837799))
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/testing1/drumb.scala Tue Nov 14 13:14:47 2017 +0000
@@ -0,0 +1,136 @@
+// Advanvced Part 3 about a really dumb investment strategy
+//==========================================================
+
+object CW6c {
+
+
+//two test portfolios
+
+val blchip_portfolio = List("GOOG", "AAPL", "MSFT", "IBM", "FB", "AMZN", "BIDU", "FOOBAR")
+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=<<symbol>>&a=0&b=1&c=<<year>>&d=1&e=1&f=<<year>>
+//
+// and extracting the first January Adjusted Close price in a year.
+
+
+import io.Source
+import scala.util._
+
+def get_january_data(symbol: String, year: Int) : List[String] =
+ Source.fromFile(symbol ++ ".csv")("ISO-8859-1").getLines.toList.filter(_.startsWith(year.toString))
+
+
+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)
+
+
+// Complete the function below that obtains all first prices
+// for the stock symbols from a portfolio for the given
+// range of 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)
+
+val tt = get_prices(List("BIDU"), 2004 to 2008)
+
+// (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).
+
+def get_delta(price_old: Option[Double], price_new: Option[Double]) : Option[Double] = {
+ (price_old, price_new) match {
+ case (Some(x), Some(y)) => Some((y - x) / x)
+ case _ => None
+ }
+}
+
+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.
+
+
+def yearly_yield(data: List[List[Option[Double]]], balance: Long, year: Int): Long = {
+ val somes = data(year).flatten
+ val somes_length = somes.length
+ if (somes_length == 0) balance
+ else {
+ val portion: Double = balance.toDouble / somes_length.toDouble
+ balance + (for (x <- somes) yield (x * portion)).sum.toLong
+ }
+}
+
+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)
+ }
+}
+
+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 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 1981, 100))
+println("Blue data: " + investment(blchip_portfolio, 1978 to 1981, 100))
+
+for (i <- 1978 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))
+}
+//1984
+//1992
+}
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/testing1/drumb_test.sh Tue Nov 14 13:14:47 2017 +0000
@@ -0,0 +1,113 @@
+#!/bin/bash
+set -e
+
+out=${1:-output}
+
+echo "" > $out
+
+echo "Below is the feedback for your submission for drumb.scala" >> $out
+echo "" >> $out
+
+# compilation tests
+
+function scala_compile {
+ (ulimit -t 30 -m 1024000 ; 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)
+}
+
+# purity test
+
+function scala_vars {
+ (egrep '\bvar\b|\breturn\b|\.par|ListBuffer|mutable' "$1" 2> /dev/null 1> /dev/null)
+}
+
+
+# var, .par return, ListBuffer test
+#
+echo "drumb.scala does not contain vars, returns etc?" >> $out
+
+if (scala_vars drumb.scala)
+then
+ echo " --> fail" >> $out
+ tsts0=$(( 1 ))
+else
+ echo " --> success" >> $out
+ tsts0=$(( 0 ))
+fi
+
+
+# compilation test
+if [ $tsts0 -eq 0 ]
+then
+ echo "drumb.scala runs?" >> $out
+
+ if (scala_compile alcohol.scala)
+ then
+ echo " --> success" >> $out
+ tsts=$(( 0 ))
+ else
+ echo " --> scala did not run alcohol.scala" >> $out
+ tsts=$(( 1 ))
+ fi
+else
+ tsts=$(( 1 ))
+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
+
+ if (scala_assert "drumb.scala" "drumb_test1.scala")
+ then
+ echo " --> success" >> $out
+ else
+ echo " --> test failed" >> $out
+ fi
+fi
+
+### 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
+
+
+### yield_tests, investment_test
+
+if [ $tsts -eq 0 ]
+then
+ echo " yearly_yield(get_deltas(<<GOOG+AAPL 2010 - 2012>>), 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
+
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/testing1/drumb_test1.scala Tue Nov 14 13:14:47 2017 +0000
@@ -0,0 +1,14 @@
+
+/*
+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))))
+
+
+
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/testing1/drumb_test2.scala Tue Nov 14 13:14:47 2017 +0000
@@ -0,0 +1,36 @@
+//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_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)))
+
+
+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))))
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/testing1/drumb_test3.scala Tue Nov 14 13:14:47 2017 +0000
@@ -0,0 +1,20 @@
+
+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
+
+assert(urban_rstate_res > 30885 && urban_rstate_res < 30905)
+assert(urban_blchip_res > 349587 && urban_blchip_res < 349607)
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/testing1/mark Tue Nov 14 13:14:47 2017 +0000
@@ -0,0 +1,9 @@
+#!/bin/sh
+###set -e
+
+trap "exit" INT
+
+./collatz_test.sh output1
+./alcohol_test.sh output2
+./drumb_test.sh output3
+
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/testing1/population.csv Tue Nov 14 13:14:47 2017 +0000
@@ -0,0 +1,216 @@
+country,population_size
+Afghanistan,32758020
+Albania,2889104
+Algeria,39113313
+American Samoa,55437
+Andorra,79223
+Angola,26920466
+Antigua and Barbuda,98875
+Argentina,42981515
+Armenia,2906220
+Aruba,103795
+Australia,23460694
+Austria,8541575
+Azerbaijan,9535079
+Bahamas,382169
+Bahrain,1336397
+Bangladesh,159405279
+Barbados,283385
+Belarus,9474511
+Belgium,11209057
+Belize,351694
+Benin,10286712
+Bermuda,65139
+Bhutan,776448
+Bolivia,10562159
+Bosnia and Herzegovina,3566002
+Botswana,2168573
+Brazil,204213133
+British Virgin Islands,29588
+Brunei Darussalam,411704
+Bulgaria,7223938
+Burkina Faso,17585977
+Burundi,9891790
+Cabo Verde,526437
+Cambodia,15270790
+Cameroon,22239904
+Canada,35544564
+Cayman Islands,59172
+Central African Republic,4515392
+Chad,13569438
+Channel Islands,162969
+Chile,17613798
+China,1364270000
+Colombia,47791911
+Comoros,759385
+Congo,73722860
+Costa Rica,4757575
+Cote d'Ivoire,22531350
+Croatia,4238389
+Cuba,11439767
+Curacao,155909
+Cyprus,1152309
+Czech Republic,10525347
+Denmark,5643475
+Djibouti,912164
+Dominica,72778
+Dominican Republic,10405844
+Ecuador,15903112
+Egypt,91812566
+El Salvador,6281189
+Equatorial Guinea,1129424
+Estonia,1314545
+Ethiopia,97366774
+Faroe Islands,48842
+Fiji,885806
+Finland,5461512
+France,66331957
+French Polynesia,275484
+Gabon,1875713
+Gambia,1917852
+Georgia,3727000
+Germany,80982500
+Ghana,26962563
+Gibraltar,34038
+Greece,10892413
+Greenland,56295
+Grenada,106360
+Guam,160967
+Guatemala,15923559
+Guinea,11805509
+Guinea-Bissau,1725744
+Guyana,763393
+Haiti,10572466
+Honduras,8809216
+Hong Kong SAR,7241700
+Hungary,9866468
+Iceland,327386
+India,1293859294
+Indonesia,255131116
+Iran,78411092
+Iraq,35006080
+Ireland,4617225
+Isle of Man,82590
+Israel,8215700
+Italy,60789140
+Jamaica,2862087
+Japan,127276000
+Jordan,8809306
+Kazakhstan,17289224
+Kenya,46024250
+Kiribati,110458
+North Korea,25116363
+South Korea,50746659
+Kosovo,1821800
+Kuwait,3782450
+Kyrgyz Republic,5835500
+Lao PDR,6576397
+Latvia,1993782
+Lebanon,5603279
+Lesotho,2145785
+Liberia,4390737
+Libya,6204108
+Liechtenstein,37127
+Lithuania,2932367
+Luxembourg,556319
+Macao SAR,588781
+Macedonia,2077495
+Madagascar,23589801
+Malawi,17068838
+Malaysia,30228017
+Maldives,401000
+Mali,16962846
+Malta,427364
+Marshall Islands,52898
+Mauritania,4063920
+Mauritius,1260934
+Mexico,124221600
+Micronesia,104015
+Moldova,3556397
+Monaco,38132
+Mongolia,2923896
+Montenegro,621810
+Morocco,34318082
+Mozambique,27212382
+Myanmar,51924182
+Namibia,2370992
+Nauru,11853
+Nepal,28323241
+Netherlands,16865008
+New Caledonia,268000
+New Zealand,4509700
+Nicaragua,6013997
+Niger,19148219
+Nigeria,176460502
+Northern Mariana Islands,54468
+Norway,5137232
+Oman,3960925
+Pakistan,185546257
+Palau,21094
+Panama,3903986
+Papua New Guinea,7755785
+Paraguay,6552584
+Peru,30973354
+Philippines,100102249
+Poland,38011735
+Portugal,10401062
+Puerto Rico,3534874
+Qatar,2374419
+Romania,19908979
+Russian Federation,143819666
+Rwanda,11345357
+Samoa,192290
+San Marino,32657
+Sao Tome and Principe,191266
+Saudi Arabia,30776722
+Senegal,14546111
+Serbia,7130576
+Seychelles,91359
+Sierra Leone,7079162
+Singapore,5469724
+Sint Maarten (Dutch part),37685
+Slovak Republic,5418649
+Slovenia,2061980
+Solomon Islands,575504
+Somalia,13513125
+South Africa,54146734
+South Sudan,11530971
+Spain,46480882
+Sri Lanka,20771000
+St. Kitts and Nevis,53739
+St. Lucia,176421
+St. Martin (French part),31530
+St. Vincent and the Grenadines,109357
+Sudan,37737913
+Suriname,547928
+Swaziland,1295097
+Sweden,9696110
+Switzerland,8188649
+Syrian Arab Republic,19203090
+Tajikistan,8362745
+Tanzania,52234869
+Thailand,68416772
+Timor-Leste,1212814
+Togo,7228915
+Tonga,105782
+Trinidad and Tobago,1354493
+Tunisia,11143908
+Turkey,77030628
+Turkmenistan,5466241
+Turks and Caicos Islands,33739
+Tuvalu,10908
+Uganda,38833338
+Ukraine,45271947
+United Arab Emirates,9070867
+United Kingdom,64613160
+United States,318563456
+Uruguay,3419546
+Uzbekistan,30757700
+Vanuatu,258850
+Venezuela,30738378
+Vietnam,90728900
+Virgin Islands (U.S.),104170
+West Bank and Gaza,4294682
+Yemen,26246327
+Zambia,15620974
+Zimbabwe,15411675