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Diffstat (limited to 'awklib/eg/network/stoxpred.awk')
-rw-r--r-- | awklib/eg/network/stoxpred.awk | 116 |
1 files changed, 116 insertions, 0 deletions
diff --git a/awklib/eg/network/stoxpred.awk b/awklib/eg/network/stoxpred.awk new file mode 100644 index 00000000..5cdc2a8d --- /dev/null +++ b/awklib/eg/network/stoxpred.awk @@ -0,0 +1,116 @@ +function ReadQuotes() { + # Retrieve historical data for each ticker symbol + FS = "," + for (stock = 1; stock <= StockCount; stock++) { + URL = "http://chart.yahoo.com/table.csv?s=" name[stock] \ + "&a=" month "&b=" day "&c=" year-1 \ + "&d=" month "&e=" day "&f=" year \ + "g=d&q=q&y=0&z=" name[stock] "&x=.csv" + printf("GET " URL " HTTP/1.0\r\n\r\n") |& YahooData + while ((YahooData |& getline) > 0) { + if (NF == 6 && $1 ~ /Jan|Feb|Mar|Apr|May|Jun|Jul|Aug|Sep|Oct|Nov|Dec/) { + if (stock == 1) + days[++daycount] = $1; + quote[$1, stock] = $5 + } + } + close(YahooData) + } + FS = " " +} +function CleanUp() { + # clean up time series; eliminate incomplete data sets + for (d = 1; d <= daycount; d++) { + for (stock = 1; stock <= StockCount; stock++) + if (! ((days[d], stock) in quote)) + stock = StockCount + 10 + if (stock > StockCount + 1) + continue + datacount++ + for (stock = 1; stock <= StockCount; stock++) + data[datacount, stock] = int(0.5 + quote[days[d], stock]) + } + delete quote + delete days +} +function Prediction() { + # Predict each ticker symbol by prolonging yesterday's trend + for (stock = 1; stock <= StockCount; stock++) { + if (data[1, stock] > data[2, stock]) { + predict[stock] = "up" + } else if (data[1, stock] < data[2, stock]) { + predict[stock] = "down" + } else { + predict[stock] = "neutral" + } + if ((data[1, stock] > data[2, stock]) && (data[2, stock] > data[3, stock])) + hot[stock] = 1 + if ((data[1, stock] < data[2, stock]) && (data[2, stock] < data[3, stock])) + avoid[stock] = 1 + } + # Do a plausibility check: how many predictions proved correct? + for (s = 1; s <= StockCount; s++) { + for (d = 1; d <= datacount-2; d++) { + if (data[d+1, s] > data[d+2, s]) { + UpCount++ + } else if (data[d+1, s] < data[d+2, s]) { + DownCount++ + } else { + NeutralCount++ + } + if (((data[d, s] > data[d+1, s]) && (data[d+1, s] > data[d+2, s])) || + ((data[d, s] < data[d+1, s]) && (data[d+1, s] < data[d+2, s])) || + ((data[d, s] == data[d+1, s]) && (data[d+1, s] == data[d+2, s]))) + CorrectCount++ + } + } +} +function Report() { + # Generate report + report = "\nThis is your daily " + report = report "stock market report for "strftime("%A, %B %d, %Y")".\n" + report = report "Here are the predictions for today:\n\n" + for (stock = 1; stock <= StockCount; stock++) + report = report "\t" name[stock] "\t" predict[stock] "\n" + for (stock in hot) { + if (HotCount++ == 0) + report = report "\nThe most promising shares for today are these:\n\n" + report = report "\t" name[stock] "\t\thttp://biz.yahoo.com/n/" \ + tolower(substr(name[stock], 1, 1)) "/" tolower(name[stock]) ".html\n" + } + for (stock in avoid) { + if (AvoidCount++ == 0) + report = report "\nThe stock shares to avoid today are these:\n\n" + report = report "\t" name[stock] "\t\thttp://biz.yahoo.com/n/" \ + tolower(substr(name[stock], 1, 1)) "/" tolower(name[stock]) ".html\n" + } + report = report "\nThis sums up to " HotCount+0 " winners and " AvoidCount+0 + report = report " losers. When using this kind\nof prediction scheme for" + report = report " the 12 months which lie behind us,\nwe get " UpCount + report = report " 'ups' and " DownCount " 'downs' and " NeutralCount + report = report " 'neutrals'. Of all\nthese " UpCount+DownCount+NeutralCount + report = report " predictions " CorrectCount " proved correct next day.\n" + report = report "A success rate of "\ + int(100*CorrectCount/(UpCount+DownCount+NeutralCount)) "%.\n" + report = report "Random choice would have produced a 33% success rate.\n" + report = report "Disclaimer: Like every other prediction of the stock\n" + report = report "market, this report is, of course, complete nonsense.\n" + report = report "If you are stupid enough to believe these predictions\n" + report = report "you should visit a doctor who can treat your ailment." +} +function SendMail() { + # send report to customers + customer["uncle.scrooge@ducktown.gov"] = "Uncle Scrooge" + customer["more@utopia.org" ] = "Sir Thomas More" + customer["spinoza@denhaag.nl" ] = "Baruch de Spinoza" + customer["marx@highgate.uk" ] = "Karl Marx" + customer["keynes@the.long.run" ] = "John Maynard Keynes" + customer["bierce@devil.hell.org" ] = "Ambrose Bierce" + customer["laplace@paris.fr" ] = "Pierre Simon de Laplace" + for (c in customer) { + MailPipe = "mail -s 'Daily Stock Prediction Newsletter'" c + print "Good morning " customer[c] "," | MailPipe + print report "\n.\n" | MailPipe + close(MailPipe) + } +} |