chore: import upstream snapshot with attribution

Tests/TestData/00010101_05_example_psychsignal_testdata.csv

@@ -0,0 +1,2 @@
+SOURCE,SYMBOL,TIMESTAMP_UTC,BULLISH_INTENSITY,BEARISH_INTENSITY,BULL_MINUS_BEAR,BULL_SCORED_MESSAGES,BEAR_SCORED_MESSAGES,BULL_BEAR_MSG_RATIO,TOTAL_SCANNED_MESSAGES
+none,ZZZZZZZ,0001-01-01T05:45:00Z,0.0,0.0,0.0,0.0,0.0,0.0,0

Tests/TestData/CashTestingStrategy.csv

@@ -0,0 +1,367 @@
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Tests/TestData/SampleMarketHoursDatabase.json

@@ -0,0 +1,443 @@
+{
+  "entries": {
+    "Equity-usa-[*]": {
+      "dataTimeZone": "America/New_York",
+      "exchangeTimeZone": "America/New_York",
+      "sunday": [],
+      "monday": [
+        {
+          "start": "04:00:00",
+          "end": "09:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "09:30:00",
+          "end": "16:00:00",
+          "state": "market"
+        },
+        {
+          "start": "16:00:00",
+          "end": "20:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "tuesday": [
+        {
+          "start": "04:00:00",
+          "end": "09:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "09:30:00",
+          "end": "16:00:00",
+          "state": "market"
+        },
+        {
+          "start": "16:00:00",
+          "end": "20:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "wednesday": [
+        {
+          "start": "04:00:00",
+          "end": "09:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "09:30:00",
+          "end": "16:00:00",
+          "state": "market"
+        },
+        {
+          "start": "16:00:00",
+          "end": "20:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "thursday": [
+        {
+          "start": "04:00:00",
+          "end": "09:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "09:30:00",
+          "end": "16:00:00",
+          "state": "market"
+        },
+        {
+          "start": "16:00:00",
+          "end": "20:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "friday": [
+        {
+          "start": "04:00:00",
+          "end": "09:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "09:30:00",
+          "end": "16:00:00",
+          "state": "market"
+        },
+        {
+          "start": "16:00:00",
+          "end": "20:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "saturday": [],
+      "holidays": [
+        "1/1/1998",
+        "1/1/1999",
+        "1/1/2001",
+        "1/1/2002",
+        "1/1/2003",
+        "1/1/2004",
+        "1/2/2006",
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+        "4/6/2012",
+        "3/29/2013",
+        "4/18/2014",
+        "4/3/2015",
+        "3/25/2016",
+        "5/25/1998",
+        "5/31/1999",
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+        "5/28/2007",
+        "5/26/2008",
+        "5/25/2009",
+        "5/31/2010",
+        "5/30/2011",
+        "5/28/2012",
+        "5/27/2013",
+        "5/26/2014",
+        "5/25/2015",
+        "5/30/2016",
+        "7/3/1998",
+        "7/5/1999",
+        "7/4/2000",
+        "7/4/2001",
+        "7/4/2002",
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+        "7/5/2004",
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+        "7/3/2009",
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+        "7/3/2015",
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+        "9/7/1998",
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+        "9/7/2009",
+        "9/6/2010",
+        "9/5/2011",
+        "9/3/2012",
+        "9/2/2013",
+        "9/1/2014",
+        "9/7/2015",
+        "9/5/2016",
+        "11/26/1998",
+        "11/25/1999",
+        "11/23/2000",
+        "11/22/2001",
+        "11/28/2002",
+        "11/27/2003",
+        "11/25/2004",
+        "11/24/2005",
+        "11/23/2006",
+        "11/22/2007",
+        "11/27/2008",
+        "11/26/2009",
+        "11/25/2010",
+        "11/24/2011",
+        "11/22/2012",
+        "11/28/2013",
+        "11/27/2014",
+        "11/26/2015",
+        "11/24/2016",
+        "12/25/1998",
+        "12/24/1999",
+        "12/25/2000",
+        "12/25/2001",
+        "12/25/2002",
+        "12/25/2003",
+        "12/24/2004",
+        "12/26/2005",
+        "12/25/2006",
+        "12/25/2007",
+        "12/25/2008",
+        "12/25/2009",
+        "12/24/2010",
+        "12/26/2011",
+        "12/25/2012",
+        "12/25/2013",
+        "12/25/2014",
+        "12/25/2015",
+        "12/25/2016"
+      ],
+      "earlyCloses": {
+        "11/25/2016": "13:00:00"
+      }
+    },
+    "Forex-fxcm-[*]": {
+      "dataTimeZone": "UTC-05",
+      "exchangeTimeZone": "UTC-05",
+      "sunday": [
+        {
+          "start": "17:00:00",
+          "end": "1.00:00:00",
+          "state": "market"
+        }
+      ],
+      "monday": [
+        {
+          "start": "00:00:00",
+          "end": "1.00:00:00",
+          "state": "market"
+        }
+      ],
+      "tuesday": [
+        {
+          "start": "00:00:00",
+          "end": "1.00:00:00",
+          "state": "market"
+        }
+      ],
+      "wednesday": [
+        {
+          "start": "00:00:00",
+          "end": "1.00:00:00",
+          "state": "market"
+        }
+      ],
+      "thursday": [
+        {
+          "start": "00:00:00",
+          "end": "1.00:00:00",
+          "state": "market"
+        }
+      ],
+      "friday": [
+        {
+          "start": "00:00:00",
+          "end": "17:00:00",
+          "state": "market"
+        }
+      ],
+      "saturday": [],
+      "holidays": []
+    },
+    "Future-cfe-VX": {
+      "dataTimeZone": "UTC",
+      "exchangeTimeZone": "America/Chicago",
+      "sunday": [
+        {
+          "start": "17:00:00",
+          "end": "1.00:00:00",
+          "state": "premarket"
+        }
+      ],
+      "monday": [
+        {
+          "start": "00:00:00",
+          "end": "08:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "08:30:00",
+          "end": "15:00:00",
+          "state": "market"
+        },
+        {
+          "start": "15:00:00",
+          "end": "16:00:00",
+          "state": "postmarket"
+        },
+        {
+          "start": "17:00:00",
+          "end": "1.00:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "tuesday": [
+        {
+          "start": "00:00:00",
+          "end": "08:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "08:30:00",
+          "end": "15:00:00",
+          "state": "market"
+        },
+        {
+          "start": "15:00:00",
+          "end": "16:00:00",
+          "state": "postmarket"
+        },
+        {
+          "start": "17:00:00",
+          "end": "1.00:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "wednesday": [
+        {
+          "start": "00:00:00",
+          "end": "08:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "08:30:00",
+          "end": "15:00:00",
+          "state": "market"
+        },
+        {
+          "start": "15:00:00",
+          "end": "16:00:00",
+          "state": "postmarket"
+        },
+        {
+          "start": "17:00:00",
+          "end": "1.00:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "thursday": [
+        {
+          "start": "00:00:00",
+          "end": "08:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "08:30:00",
+          "end": "15:00:00",
+          "state": "market"
+        },
+        {
+          "start": "15:00:00",
+          "end": "16:00:00",
+          "state": "postmarket"
+        },
+        {
+          "start": "17:00:00",
+          "end": "1.00:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "friday": [
+        {
+          "start": "00:00:00",
+          "end": "08:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "08:30:00",
+          "end": "15:00:00",
+          "state": "market"
+        },
+        {
+          "start": "15:00:00",
+          "end": "16:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "saturday": [],
+      "holidays": []
+    }
+  }
+}

Tests/TestData/alpha_indicator_datatest.csv

@@ -0,0 +1,51 @@
+Symbol,Date,High,Low,Open,Close,Volume,Adj Close,Alpha
+AMZN,20211004,3279.989990234375,3176.25,3279.389892578125,3189.780029296875,4523100,3189.780029296875,0.0
+SPX,20211004,4355.509765625,4278.93994140625,4348.83984375,4300.4599609375,3110560000,4300.4599609375,0.0
+AMZN,20211005,3260.72998046875,3202.4599609375,3204.5,3221.0,3269200,3221.0,0.0
+SPX,20211005,4369.22998046875,4309.8701171875,4309.8701171875,4345.72021484375,2967400000,4345.72021484375,0.0
+AMZN,20211006,3264.340087890625,3198.6201171875,3213.530029296875,3262.010009765625,2533000,3262.010009765625,0.0
+SPX,20211006,4365.56982421875,4290.490234375,4319.56982421875,4363.5498046875,3219590000,4363.5498046875,0.0
+AMZN,20211007,3325.75,3283.06005859375,3291.5400390625,3302.429931640625,2409100,3302.429931640625,0.0
+SPX,20211007,4429.97021484375,4383.72998046875,4383.72998046875,4399.759765625,3096080000,4399.759765625,0.0
+AMZN,20211008,3321.429931640625,3288.199951171875,3317.0,3288.6201171875,1995500,3288.6201171875,0.0
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+AMZN,20211011,3292.590087890625,3238.10009765625,3275.0,3246.300048828125,2034200,3246.300048828125,0.0
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Tests/TestData/arms_data.txt

@@ -0,0 +1,757 @@
+Date,Symbol,Open,High,Low,Close,Volume,A/D Ratio,A/D Volume Ratio,TRIN,A/D Difference
+20190102,AAPL,1548900,1588500,1542400,1579200,28370261,0,0,0.0000000000 ,0
+20190102,GOOG,10171300,10524000,10141300,10458600,1219740,0,0,0.0000000000 ,0
+20190102,IBM,1120000,1159800,1116900,1151900,3244233,0,0,0.0000000000 ,0
+20190103,AAPL,1439500,1457500,1420000,1420900,83238505,0,0,0.0000000000 ,0
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+20190103,IBM,1145300,1148500,1126900,1129300,3401399,0,0,0.0000000000 ,-3
+20190104,AAPL,1445800,1485400,1438000,1482600,52261612,0,0,0.0000000000 ,-3
+20190104,GOOG,10330000,10708600,10275600,10707100,1722662,0,0,0.0000000000 ,-3
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+20190130,IBM,1340000,1350300,1332500,1344100,3939387,3,60952406,0.0000000492 ,3
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+20190201,IBM,1349700,1351900,1333500,1340800,3312237,0.5,5.85775888,0.0853568760 ,-1
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Tests/TestData/bi_datatest.csv

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Tests/TestData/custom_future_chris_cme_es1.csv

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Tests/TestData/custom_future_chris_cme_es2.csv

@@ -0,0 +1,18 @@
+Date,Open,High,Low,Last,Change,Settle,Volume,Previous Day Open Interest
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+2018-04-19,2716.5,2717.5,2686.5,2698.0,16.5,2698.0,22463.0,85271.0

Tests/TestData/daily-stock-picker-backtest.csv

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Tests/TestData/daily-stock-picker-live.csv

@@ -0,0 +1 @@
+SPY,QQQ,AAPL,IWM,FB

Tests/TestData/dwac_supertrend.txt

@@ -0,0 +1,79 @@
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Tests/TestData/dynamic-market-hours/modified-close/market-hours/market-hours-database.json

@@ -0,0 +1,49 @@
+{
+  "entries": {
+    "Equity-usa-[*]": {
+      "dataTimeZone": "America/New_York",
+      "exchangeTimeZone": "America/New_York",
+      "sunday": [],
+      "monday": [
+        {
+          "start": "09:30:00",
+          "end": "13:00:00",
+          "state": "market"
+        }
+      ],
+      "tuesday": [
+        {
+          "start": "09:30:00",
+          "end": "13:00:00",
+          "state": "market"
+        }
+      ],
+      "wednesday": [
+        {
+          "start": "09:30:00",
+          "end": "13:00:00",
+          "state": "market"
+        }
+      ],
+      "thursday": [
+        {
+          "start": "09:30:00",
+          "end": "13:00:00",
+          "state": "market"
+        }
+      ],
+      "friday": [
+        {
+          "start": "09:30:00",
+          "end": "13:00:00",
+          "state": "market"
+        }
+      ],
+      "saturday": [],
+      "holidays": [
+        "12/25/2024"
+      ],
+      "earlyCloses": {}
+    }
+  }
+}

Tests/TestData/dynamic-market-hours/modified-holidays/market-hours/market-hours-database.json

@@ -0,0 +1,100 @@
+{
+  "entries": {
+    "Equity-usa-[*]": {
+      "dataTimeZone": "America/New_York",
+      "exchangeTimeZone": "America/New_York",
+      "sunday": [],
+      "monday": [
+        {
+          "start": "04:00:00",
+          "end": "09:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "09:30:00",
+          "end": "16:00:00",
+          "state": "market"
+        },
+        {
+          "start": "16:00:00",
+          "end": "20:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "tuesday": [
+        {
+          "start": "04:00:00",
+          "end": "09:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "09:30:00",
+          "end": "16:00:00",
+          "state": "market"
+        },
+        {
+          "start": "16:00:00",
+          "end": "20:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "wednesday": [
+        {
+          "start": "04:00:00",
+          "end": "09:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "09:30:00",
+          "end": "16:00:00",
+          "state": "market"
+        },
+        {
+          "start": "16:00:00",
+          "end": "20:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "thursday": [
+        {
+          "start": "04:00:00",
+          "end": "09:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "09:30:00",
+          "end": "16:00:00",
+          "state": "market"
+        },
+        {
+          "start": "16:00:00",
+          "end": "20:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "friday": [
+        {
+          "start": "04:00:00",
+          "end": "09:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "09:30:00",
+          "end": "16:00:00",
+          "state": "market"
+        },
+        {
+          "start": "16:00:00",
+          "end": "20:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "saturday": [],
+      "holidays": [
+        "12/13/2024",
+        "12/25/2024"
+      ],
+      "earlyCloses": {}
+    }
+  }
+}

Tests/TestData/dynamic-market-hours/original/market-hours/market-hours-database.json

@@ -0,0 +1,99 @@
+{
+  "entries": {
+    "Equity-usa-[*]": {
+      "dataTimeZone": "America/New_York",
+      "exchangeTimeZone": "America/New_York",
+      "sunday": [],
+      "monday": [
+        {
+          "start": "04:00:00",
+          "end": "09:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "09:30:00",
+          "end": "16:00:00",
+          "state": "market"
+        },
+        {
+          "start": "16:00:00",
+          "end": "20:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "tuesday": [
+        {
+          "start": "04:00:00",
+          "end": "09:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "09:30:00",
+          "end": "16:00:00",
+          "state": "market"
+        },
+        {
+          "start": "16:00:00",
+          "end": "20:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "wednesday": [
+        {
+          "start": "04:00:00",
+          "end": "09:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "09:30:00",
+          "end": "16:00:00",
+          "state": "market"
+        },
+        {
+          "start": "16:00:00",
+          "end": "20:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "thursday": [
+        {
+          "start": "04:00:00",
+          "end": "09:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "09:30:00",
+          "end": "16:00:00",
+          "state": "market"
+        },
+        {
+          "start": "16:00:00",
+          "end": "20:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "friday": [
+        {
+          "start": "04:00:00",
+          "end": "09:30:00",
+          "state": "premarket"
+        },
+        {
+          "start": "09:30:00",
+          "end": "16:00:00",
+          "state": "market"
+        },
+        {
+          "start": "16:00:00",
+          "end": "20:00:00",
+          "state": "postmarket"
+        }
+      ],
+      "saturday": [],
+      "holidays": [
+        "12/25/2024"
+      ],
+      "earlyCloses": {}
+    }
+  }
+}

Tests/TestData/dynamic-symbol-properties/modified/symbol-properties/symbol-properties-database.csv

@@ -0,0 +1,2 @@
+market,symbol,type,description,quote_currency,contract_multiplier,minimum_price_variation,lot_size,market_ticker,minimum_order_size,price_magnifier,strike_multiplier
+usa,SPY,equity,,USD,1,0.001,10

Tests/TestData/dynamic-symbol-properties/original/symbol-properties/symbol-properties-database.csv

@@ -0,0 +1,2 @@
+market,symbol,type,description,quote_currency,contract_multiplier,minimum_price_variation,lot_size,market_ticker,minimum_order_size,price_magnifier,strike_multiplier
+usa,SPY,equity,,USD,1,0.01,1

Tests/TestData/equity/usa/shortable/testbrokerage/dates/20201221.csv

@@ -0,0 +1,3 @@
+aapl,2000
+goog,5000
+bac,200

Tests/TestData/equity/usa/shortable/testbrokerage/dates/20201222.csv

@@ -0,0 +1,3 @@
+aapl,4000
+goog,10000
+bac,400

Tests/TestData/equity/usa/shortable/testbrokerage/symbols/aapl.csv

@@ -0,0 +1,2 @@
+20201221,2000
+20201222,4000

Tests/TestData/equity/usa/shortable/testbrokerage/symbols/goog.csv

@@ -0,0 +1,2 @@
+20201221,5000
+20201222,10000

Tests/TestData/equity/usa/shortable/testinteractivebrokers/dates/20201221.csv

@@ -0,0 +1,4 @@
+#SYM,AVAILABLE,REBATERATE,FEERATE
+aapl,2000,5.0700,0.2500
+goog,5000,5.1700,0.3500
+bac,200,,

Tests/TestData/equity/usa/shortable/testinteractivebrokers/dates/20201222.csv

@@ -0,0 +1,4 @@
+#SYM,AVAILABLE,REBATERATE,FEERATE
+aapl,4000,5.0900,0.3000
+goog,10000,5.1900,0.4000
+bac,400,,

Tests/TestData/equity/usa/shortable/testinteractivebrokers/symbols/aapl.csv

@@ -0,0 +1,3 @@
+#DATE,AVAILABLE,REBATERATE,FEERATE
+20201221,2000,5.0700,0.2500
+20201222,4000,5.0900,0.3000

Tests/TestData/equity/usa/shortable/testinteractivebrokers/symbols/goog.csv

@@ -0,0 +1,3 @@
+#DATE,AVAILABLE,REBATERATE,FEERATE
+20201221,5000,5.1700,0.3500
+20201222,10000,5.1900,0.4000

Tests/TestData/fxVolumeDaily.csv

@@ -0,0 +1,44 @@
+DateTime,Volume,Transactions
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+2016/12/04 22:00,4109991784,195875
+2016/12/05 22:00,2301618048,115758
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Tests/TestData/fxVolumeHourly.csv

@@ -0,0 +1,217 @@
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Tests/TestData/generate_reference_data_from_talib.py

@@ -0,0 +1,84 @@
+import pandas as pd
+import talib.abstract
+
+
+def format_number(x):
+    if pd.isnull(x):
+        return ""
+    else:
+        return f"{x:.6f}"
+
+
+def write_dataframe(df, fname_stem, format_dict):
+    # format index
+    datetime_output_fmt = "%m/%d/%Y %I:%M:%S %p"
+    df.index = df.index.strftime(datetime_output_fmt)
+    # format columns
+    for col in df.columns:
+        if format_dict is not None and col in format_dict:
+            format_function = format_dict[col]
+            df[col] = df[col].map(format_function)
+    df.to_csv(f"{fname_stem}.csv", sep=",")
+
+
+def generate_reference_data_for_single_output_indicator(
+    df, indicator_type, parameters, fname_stem, output_name, format_dict=None
+):
+    print("* Processing %s" % indicator_type.info)
+    series_output = indicator_type(df, **parameters)
+    series_output.name = output_name
+    df_output = series_output.to_frame()
+    df.columns = df.columns.str.capitalize()
+    df_all = pd.concat([df, df_output], axis=1)
+    write_dataframe(df_all, fname_stem, format_dict)
+
+
+def generate_reference_data_for_multi_output_indicator(
+    df, indicator_type, parameters, fname_stem, output_names=None, format_dict=None
+):
+    print("* Processing %s" % indicator_type.info)
+    df_output = indicator_type(df, **parameters)
+    if output_names is not None:
+        df_output.columns = output_names
+    df.columns = df.columns.str.capitalize()
+    df_all = pd.concat([df, df_output], axis=1)
+    write_dataframe(df_all, fname_stem, format_dict)
+
+
+def main():
+    fname = "spy_daily_klines_2013-01-16_2015-12-01_no_volume.csv"
+    datetime_input_fmt = "%m/%d/%Y %I:%M:%S %p"
+    df = pd.read_csv(fname)
+    df["Date"] = pd.to_datetime(df["Date"], format=datetime_input_fmt)
+    df = df.set_index("Date")
+    df.columns = df.columns.str.lower()
+
+    generate_reference_data_for_single_output_indicator(
+        df.copy(),
+        talib.abstract.ATR,
+        {"timeperiod": 14},
+        "spy_atr",
+        "Average True Range 14",
+        {"Average True Range 14": format_number},
+    )
+
+    generate_reference_data_for_multi_output_indicator(
+        df.copy(),
+        talib.abstract.BBANDS,
+        {"timeperiod": 20, "nbdevup": 2.0, "nbdevdn": 2.0},
+        "spy_bollinger_bands",
+        [
+            "Bollinger Bands® 20 2 Top",
+            "Moving Average 20",
+            "Bollinger Bands® 20 2 Bottom",
+        ],
+        {
+            "Bollinger Bands® 20 2 Top": format_number,
+            "Moving Average 20": format_number,
+            "Bollinger Bands® 20 2 Bottom": format_number,
+        },
+    )
+
+
+if __name__ == "__main__":
+    main()

Tests/TestData/generate_reference_data_from_talipp.py

@@ -0,0 +1,226 @@
+import numpy as np
+import pandas as pd
+from pathlib import Path
+import talipp
+from talipp.indicators import ZLEMA, McGinleyDynamic  # SISO
+from talipp.ohlcv import OHLCVFactory
+from talipp.indicators import VWMA, ChaikinOsc, CHOP, ForceIndex, IBS, KVO, SOBV, RogersSatchell  # MISO
+from talipp.indicators import StochRSI, KST  # SIMO
+from talipp.indicators import ChandeKrollStop, SFX, TTM, VTX, ZigZag  # MIMO
+
+
+def main():
+    fname = "spy_ppo.txt"
+    datetime_fmt = "%m/%d/%Y %I:%M:%S %p"
+
+    df = pd.read_csv(fname)
+    df["Date"] = pd.to_datetime(df["Date"], format=datetime_fmt)
+    df = df.set_index("Date")
+
+    def generate_reference_data_for_siso_indicator(
+        indicator_type, parameters, output_name, fname_stem
+    ):
+        df_in = df["Close"]
+        indicator = indicator_type(**parameters, input_values=df["Close"].values)
+        output_values = {output_name: list(indicator)}
+        df_out = pd.concat([df_in, pd.DataFrame(output_values, index=df.index)], axis=1)
+        df_out.index = df_out.index.strftime(datetime_fmt)
+        df_out.to_csv(Path("out") / f"{fname_stem}.csv")
+
+    def generate_reference_data_for_miso_indicator(
+        indicator_type, parameters, output_name, fname_stem
+    ):
+        df_in = df[["Open", "High", "Low", "Close", "Volume"]]
+        input_values = OHLCVFactory.from_dict(
+            {
+                "open": df.Open,
+                "high": df.High,
+                "low": df.Low,
+                "close": df.Close,
+                "volume": df.Volume,
+            }
+        )
+        indicator = indicator_type(**parameters, input_values=input_values)
+        output_values = {output_name: list(indicator)}
+        df_out = pd.concat([df_in, pd.DataFrame(output_values, index=df.index)], axis=1)
+        df_out.index = df_out.index.strftime(datetime_fmt)
+        df_out.to_csv(Path("out") / f"{fname_stem}.csv")
+
+    def generate_reference_data_for_simo_indicator(
+        indicator_type, parameters, output_names, fname_stem
+    ):
+        df_in = df["Close"]
+        indicator = indicator_type(**parameters, input_values=df["Close"].values)
+        output_values = {output_name: [] for output_name in output_names}
+        raw_output_values = list(indicator)
+        for raw_output_value in raw_output_values:
+            if raw_output_value is None:
+                for output_name in output_names:
+                    output_value_for_name = np.nan
+                    output_values[output_name].append(output_value_for_name)
+            else:
+                for output_name in output_names:
+                    output_value_for_name = getattr(raw_output_value, output_name)
+                    output_values[output_name].append(output_value_for_name)
+        df_out = pd.concat([df_in, pd.DataFrame(output_values, index=df.index)], axis=1)
+        df_out.index = df_out.index.strftime(datetime_fmt)
+        df_out.to_csv(Path("out") / f"{fname_stem}.csv")
+
+    def generate_reference_data_for_mimo_indicator(
+        indicator_type, parameters, output_names, fname_stem
+    ):
+        df_in = df[["Open", "High", "Low", "Close", "Volume"]]
+        input_values = OHLCVFactory.from_dict(
+            {
+                "open": df.Open,
+                "high": df.High,
+                "low": df.Low,
+                "close": df.Close,
+                "volume": df.Volume,
+            }
+        )
+        indicator = indicator_type(**parameters, input_values=input_values)
+        output_values = {output_name: [] for output_name in output_names}
+        raw_output_values = list(indicator)
+        for raw_output_value in raw_output_values:
+            if raw_output_value is None:
+                for output_name in output_names:
+                    output_value_for_name = np.nan
+                    output_values[output_name].append(output_value_for_name)
+            else:
+                for output_name in output_names:
+                    output_value_for_name = getattr(raw_output_value, output_name)
+                    output_values[output_name].append(output_value_for_name)
+        df_out = pd.concat([df_in, pd.DataFrame(output_values, index=df.index)], axis=1)
+        df_out.index = df_out.index.strftime(datetime_fmt)
+        df_out.to_csv(Path("out") / f"{fname_stem}.csv")
+
+    def generate_reference_data_for_zigzag_indicator(
+        indicator_type, parameters, fname_stem
+    ):
+        input_values = OHLCVFactory.from_dict(
+            {
+                "open": df.Open,
+                "high": df.High,
+                "low": df.Low,
+                "close": df.Close,
+                "volume": df.Volume,
+            }
+        )
+        output_names = ["ohlcv", "type"]
+        indicator = indicator_type(**parameters, input_values=input_values)
+        output_values = {output_name: [] for output_name in output_names}
+        raw_output_values = list(indicator)
+        for raw_output_value in raw_output_values:
+            if raw_output_value is None:
+                for output_name in output_names:
+                    output_value_for_name = np.nan
+                    output_values[output_name].append(output_value_for_name)
+            else:
+                for output_name in output_names:
+                    output_value_for_name = getattr(raw_output_value, output_name)
+                    output_values[output_name].append(output_value_for_name)
+        df_out = pd.DataFrame(output_values)
+        df_out["open"] = df_out["ohlcv"].map(lambda cdl: cdl.open)
+        df_out["high"] = df_out["ohlcv"].map(lambda cdl: cdl.high)
+        df_out["low"] = df_out["ohlcv"].map(lambda cdl: cdl.low)
+        df_out["close"] = df_out["ohlcv"].map(lambda cdl: cdl.close)
+        df_out.index.name = "Id"
+        del df_out["ohlcv"]
+        df_out.to_csv(Path("out") / f"{fname_stem}.csv")
+
+    # SISO
+    generate_reference_data_for_siso_indicator(
+        ZLEMA, {"period": 5}, "ZLEMA5", "spy_with_zlema"
+    )
+    generate_reference_data_for_siso_indicator(
+        McGinleyDynamic, {"period": 14}, "McGinleyDynamic14", "spy_with_McGinleyDynamic"
+    )
+
+    # MISO
+    generate_reference_data_for_miso_indicator(
+        VWMA, {"period": 20}, "VWMA20", "spy_with_vwma"
+    )
+    generate_reference_data_for_miso_indicator(
+        ChaikinOsc,
+        {"fast_period": 5, "slow_period": 7},
+        "ChaikinOsc5_7",
+        "spy_with_ChaikinOsc",
+    )
+    generate_reference_data_for_miso_indicator(
+        CHOP, {"period": 14}, "CHOP14", "spy_with_chop"
+    )
+    generate_reference_data_for_miso_indicator(
+        ForceIndex, {"period": 20}, "ForceIndex20", "spy_with_ForceIndex"
+    )
+    generate_reference_data_for_miso_indicator(IBS, {}, "IBS", "spy_with_ibs")
+    generate_reference_data_for_miso_indicator(
+        KVO, {"fast_period": 5, "slow_period": 10}, "KVO5_10", "spy_with_kvo"
+    )
+    generate_reference_data_for_miso_indicator(
+        SOBV, {"period": 20}, "SOBV20", "spy_with_sobv"
+    )
+    generate_reference_data_for_miso_indicator(
+        RogersSatchell, {"period": 9}, "RSVolat9", "spy_with_rsvolat"
+    )
+
+    # SIMO
+    generate_reference_data_for_simo_indicator(
+        StochRSI,
+        {
+            "rsi_period": 14,
+            "stoch_period": 14,
+            "k_smoothing_period": 3,
+            "d_smoothing_period": 3,
+        },
+        ["k", "d"],
+        "spy_with_StochRSI",
+    )
+    generate_reference_data_for_simo_indicator(
+        KST,
+        {
+            "roc1_period": 5,
+            "roc1_ma_period": 5,
+            "roc2_period": 10,
+            "roc2_ma_period": 5,
+            "roc3_period": 15,
+            "roc3_ma_period": 5,
+            "roc4_period": 25,
+            "roc4_ma_period": 10,
+            "signal_period": 9,
+        },
+        ["kst", "signal"],
+        "spy_with_kst",
+    )
+
+    # MIMO
+    generate_reference_data_for_mimo_indicator(
+        ChandeKrollStop,
+        {"atr_period": 5, "atr_mult": 2.0, "period": 3},
+        ["short_stop", "long_stop"],
+        "spy_with_ChandeKrollStop",
+    )
+    generate_reference_data_for_mimo_indicator(
+        SFX,
+        {"atr_period": 12, "std_dev_period": 12, "std_dev_smoothing_period": 3},
+        ["atr", "std_dev", "ma_std_dev"],
+        "spy_with_sfx",
+    )
+    generate_reference_data_for_mimo_indicator(
+        TTM,
+        {"period": 20, "bb_std_dev_mult": 2.0, "kc_atr_mult": 2.0},
+        ["squeeze", "histogram"],
+        "spy_with_ttm",
+    )
+    generate_reference_data_for_mimo_indicator(
+        VTX, {"period": 14}, ["plus_vtx", "minus_vtx"], "spy_with_vtx"
+    )
+
+    # Other MIMO (ZigZag)
+    generate_reference_data_for_zigzag_indicator(
+        ZigZag, {"sensitivity": 0.05, "min_trend_length": 3}, "spy_with_ZigZag"
+    )
+
+
+if __name__ == "__main__":
+    main()

Tests/TestData/generate_reference_data_from_tulip.py

@@ -0,0 +1,51 @@
+import numpy as np
+import pandas as pd
+import tulipy as ti
+
+
+def write_dataframe(df, output_names, fname_stem):
+    # convert columns to np.int64
+    for col in ["open", "high", "low", "close", "volume"]:
+        df[col] = df[col].astype(np.int64)
+    df = df.reset_index()
+    df["date"] = df["datetime"].dt.strftime("%m/%d/%Y")
+    df["time"] = df["datetime"].dt.strftime("%H:%M")
+    df = df[["date", "time", "open", "high", "low", "close", "volume", *output_names]]
+    df.to_csv(f"{fname_stem}.csv")
+
+
+def generate_reference_data_for_siso_indicator(
+    df, indicator_type, parameters, output_name, fname_stem
+):
+    # get close column as numpy array
+    input_array = df["close"].values
+    # get output array
+    output_array = indicator_type(input_array, **parameters)
+    # when the size of the output array is less than the input array, insert zeros at the beginning
+    missings = len(input_array) - len(output_array)
+    output_array = np.insert(output_array, 0, np.zeros(missings))
+    df[output_name] = output_array
+    write_dataframe(df, [output_name], fname_stem)
+
+
+def main():
+    fname = "../../Data/equity/usa/daily/spy.zip"
+    df = pd.read_csv(
+        fname,
+        names=["datetime", "open", "high", "low", "close", "volume"],
+    )
+    # convert datetime string to datetime64[ns]
+    df["datetime"] = pd.to_datetime(df["datetime"], format="%Y%m%d %H:%M")
+    # convert columns to np.float64
+    for col in ["open", "high", "low", "close", "volume"]:
+        df[col] = df[col].astype(np.float64)
+    df = df.set_index("datetime")
+    df = df[["open", "high", "low", "close", "volume"]]
+
+    generate_reference_data_for_siso_indicator(
+        df, ti.tsf, {"period": 5}, "tsf", "spy_tsf"
+    )
+
+
+if __name__ == "__main__":
+    main()

Tests/TestData/greeks/SPX230811C04300000.csv

@@ -0,0 +1,21 @@
+,model_price,model_impliedVol,model_delta,model_gamma,model_vega,model_theta,model_undPrice
+20230804 13:31:26.730840,221.23067402896157,0.1904542767001,0.9692448737386012,0.0005723164095711541,0.44260819562702175,-1.2017831278728552,4518.02
+20230804 13:32:38.885826,224.59951965493238,0.1964152497630362,0.9670815307352458,0.0005866138875223854,0.46848313109101564,-1.2534370385915015,4521.22
+20230804 13:33:39.919149,226.56911732415136,0.1907123043444315,0.9721026857602725,0.0005264856429847506,0.4086300353940142,-1.160037307592253,4523.51
+20230804 13:34:31.943513,227.65889321180182,0.19668082715297577,0.9687239419335716,0.0005612453768545516,0.4493694808280108,-1.229662580657548,4524.37
+20230804 13:35:23.969021,231.30434530656603,0.19668063806149327,0.970781098033904,0.0005300567469469218,0.425062960516888,-1.1982230318083948,4528.13
+20230804 13:36:15.993743,230.255366872697,0.1966804456115936,0.9702097592743689,0.0005388013171165898,0.4318274975851683,-1.2070448129675118,4527.05
+20230804 13:37:07.018609,230.6426493548717,0.1966802550415236,0.9704304679663149,0.0005354655028999919,0.4291884326081937,-1.2036780040611565,4527.45
+20230804 13:37:57.039913,230.98607613965456,0.19470358326368728,0.9719116684259959,0.0005182539265604149,0.41125884287040854,-1.1748867408270562,4527.89
+20230804 13:38:48.064378,230.71395394493675,0.19470340131157357,0.9717663538763104,0.0005205178067717828,0.4130038349015602,-1.177125950434515,4527.61
+20230804 13:39:40.087498,232.29780154818158,0.19470321898069032,0.9726096833677087,0.0005073733559091461,0.40282561670823647,-1.1641104644166154,4529.24
+20230804 13:40:31.114216,230.37860032152665,0.1795600835305375,0.9806831513514335,0.0004101407199353069,0.30008544064507087,-0.8163196841053662,4527.82
+20230804 13:41:10.130483,230.98600445074925,0.17955991186823622,0.9809404538855445,0.0004054563076717007,0.2967106718252964,-0.8041703829000539,4528.4400000000005
+20230804 13:41:50.151958,229.47965103794385,0.2016562580068906,0.9664127184135122,0.0005805453783724664,0.4766098341683356,-1.2816764797952742,4526.02
+20230804 13:42:32.167814,229.41110624385078,0.20165611330815186,0.9663783223626108,0.0005810718427173991,0.4769813292520597,-1.2822318594033186,4525.95
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Tests/TestData/greeks/SPX230811C04500000.csv

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Tests/TestData/greeks/SPX230811C04700000.csv

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Tests/TestData/greeks/SPX230811P04300000.csv

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Tests/TestData/greeks/SPX230811P04500000.csv

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Tests/TestData/greeks/SPY230811C00430000.csv

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Tests/TestData/greeks/SPY230811C00450000.csv

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Tests/TestData/greeks/SPY230811C00470000.csv

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Tests/TestData/greeks/SPY230811P00430000.csv

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Tests/TestData/greeks/SPY230811P00450000.csv

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Tests/TestData/greeks/SPY230811P00470000.csv

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Tests/TestData/greeks/SPY230901C00430000.csv

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Tests/TestData/greeks/SPY230901C00450000.csv

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Tests/TestData/greeks/SPY230901C00470000.csv

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Tests/TestData/greeks/SPY230901P00430000.csv

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Tests/TestData/greeks/SPY230901P00450000.csv

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Tests/TestData/greeks/SPY230901P00470000.csv

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Tests/TestData/greeksindicator/american/third_party_1_greeks.csv

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Tests/TestData/greeksindicator/american/third_party_2_greeks.csv

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Tests/TestData/nhnl_data.csv

@@ -0,0 +1,757 @@
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Tests/TestData/portfolio_targets.csv

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Tests/TestData/spx_lwma.csv

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+8/29/2017 12:49:25 PM,243.13,244.67,242.93,244.65,245.4265,,

Tests/TestData/spy_ad.txt

@@ -0,0 +1,501 @@
+Date,Open,High,Low,Close,Volume,AD
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Tests/TestData/spy_alma.txt

@@ -0,0 +1,501 @@
+Date,Open,High,Low,Close,Volume,ALMA
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+1/28/2015 12:00:00 AM,204.16,204.29,199.91,200.14,1.676865E+08,204.0844101
+1/29/2015 12:00:00 AM,200.34,202.3,198.68,201.99,1.733125E+08,203.0623804
+1/30/2015 12:00:00 AM,200.56,202.17,199.13,199.45,1.975085E+08,201.8935898
+2/2/2015 12:00:00 AM,200.07,202.03,197.86,201.92,1.627071E+08,201.2477427
+2/3/2015 12:00:00 AM,203.02,204.85,202.55,204.84,1.238674E+08,201.4410549
+2/4/2015 12:00:00 AM,203.94,205.38,203.51,204.06,1.339685E+08,202.2168112
+2/5/2015 12:00:00 AM,204.83,206.3,204.77,206.12,9.77312E+07,203.3977496
+2/6/2015 12:00:00 AM,206.57,207.24,204.92,205.55,1.255901E+08,204.4242316
+2/9/2015 12:00:00 AM,204.77,205.64,204.13,204.63,8.70842E+07,205.0003299
+2/10/2015 12:00:00 AM,205.89,207.12,204.68,206.81,9.61426E+07,205.383128
+2/11/2015 12:00:00 AM,206.6,207.45,205.83,206.93,9.02272E+07,205.731688
+2/12/2015 12:00:00 AM,207.91,208.99,206.97,208.92,9.72269E+07,206.3975979
+2/13/2015 12:00:00 AM,209.08,209.84,208.76,209.78,9.36175E+07,207.3481171
+2/17/2015 12:00:00 AM,209.38,210.32,209.1,210.11,7.6896E+07,208.3708701

Tests/TestData/spy_ao.txt

@@ -0,0 +1,501 @@
+,Date,Open,High,Low,Close,Volume,AO
+0,2013/02/22,151.16,151.89,150.49,151.89,106292600,
+1,2013/02/25,152.63,152.86,149.0,149.0,245483200,
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+4,2013/02/28,151.9,152.87,151.41,151.61,123724200,
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+192,2013/11/25,181.11,181.17,180.37,180.63,79187800,4.230257352941152
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+206,2013/12/16,178.95,179.81,178.9,179.22,96100500,0.5815808823529096
+207,2013/12/17,179.37,179.41,178.25,178.65,89432200,0.0891691176470033
+208,2013/12/18,178.91,181.73,177.32,181.7,234455700,-0.02730147058827015
+209,2013/12/19,181.18,181.7,180.71,181.49,136717700,0.40478676470584674
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+217,2014/01/02,183.91,184.07,182.48,182.92,119511100,3.195764705882283
+218,2014/01/03,183.24,183.6,182.63,182.88,81352000,2.918264705882308
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+225,2014/01/14,182.27,183.77,181.95,183.67,104596300,1.6829117647058922
+226,2014/01/15,184.1,184.94,183.71,184.66,98370100,1.7713529411764455
+227,2014/01/16,184.3,184.66,183.83,184.42,72112100,1.827323529411757
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+231,2014/01/23,183.38,183.4,181.82,182.79,132343700,1.6971176470588034
+232,2014/01/24,181.59,181.66,178.83,178.89,208595800,0.8727058823529603
+233,2014/01/27,179.05,179.52,177.12,178.01,179949700,-0.21279411764703582
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+239,2014/02/04,174.98,175.84,174.11,175.38,164781000,-4.46238235294112
+240,2014/02/05,174.77,175.56,173.71,175.17,163629100,-4.939558823529353
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+243,2014/02/10,179.7,180.07,179.21,180.01,91977200,-4.489264705882306
+244,2014/02/11,180.23,182.44,180.04,181.98,121636400,-3.2350882352940857
+245,2014/02/12,182.26,182.83,181.71,182.07,94414700,-1.7055882352941012
+246,2014/02/13,180.85,183.2,180.83,183.01,100515600,-0.550382352941142
+247,2014/02/14,182.9,184.36,182.67,184.02,96413500,0.396294117647102
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+249,2014/02/19,183.78,184.95,182.87,183.02,125995500,1.808647058823567
+250,2014/02/20,183.27,184.52,182.6,184.1,104841400,2.0887058823529685
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+252,2014/02/24,184.3,186.15,184.2,184.91,113918000,2.794647058823557
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+256,2014/02/28,185.78,187.15,185.05,186.29,150681900,3.5988529411764887
+257,2014/03/03,184.65,185.45,183.75,184.98,167434300,3.4548823529411834
+258,2014/03/04,186.79,187.98,186.75,187.58,169638300,3.8104411764706185
+259,2014/03/05,187.75,188.07,187.45,187.75,88273700,4.2253235294117815
+260,2014/03/06,188.24,188.61,187.78,188.18,82328000,4.726500000000016
+261,2014/03/07,188.93,188.96,187.43,188.26,117468700,5.029323529411812
+262,2014/03/10,187.94,188.23,187.08,188.16,74834300,5.5294411764706695
+263,2014/03/11,188.48,188.71,186.8,187.23,98827400,5.494352941176544
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+265,2014/03/13,187.88,187.99,184.66,185.18,154146000,4.713941176470655
+266,2014/03/14,184.8,185.8,184.44,184.66,153743000,3.9555588235295147
+267,2014/03/17,185.62,186.77,185.51,186.33,98250600,3.4225588235295277
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+270,2014/03/20,186.25,187.89,185.92,187.75,116944200,2.699676470588372
+271,2014/03/21,187.71,189.02,186.03,186.2,163058100,2.9036176470589794
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+274,2014/03/26,187.0,187.34,184.92,184.97,119656900,1.556558823529599
+275,2014/03/27,184.77,185.34,183.9,184.58,142204500,0.8563235294119522
+276,2014/03/28,185.14,186.42,185.0,185.49,101527200,0.29008823529431993
+277,2014/03/31,186.66,187.3,186.47,187.01,99626700,0.2850000000001671
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+279,2014/04/02,188.5,189.13,188.14,188.88,78714300,0.7627647058825175
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+281,2014/04/04,189.64,189.7,186.1,186.4,169003600,1.6800882352942494
+282,2014/04/07,185.9,186.26,183.96,184.34,140661000,1.2945000000001414
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+284,2014/04/09,185.61,187.15,185.06,187.09,100013900,0.014441176470768369
+285,2014/04/10,187.07,187.17,182.93,183.15,172873800,-0.7232941176468728
+286,2014/04/11,182.16,183.42,181.31,181.51,167016600,-1.7476470588233042
+287,2014/04/14,182.92,183.37,181.44,182.94,132183000,-2.214970588235076
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+392,2014/09/12,200.12,200.12,198.56,199.13,117408300,2.486264705882661
+393,2014/09/15,199.17,199.32,198.38,198.98,76357300,2.091294117647351
+394,2014/09/16,198.64,200.84,198.5,200.48,116043200,2.0209117647061703
+395,2014/09/17,200.8,201.68,199.75,200.75,151153900,2.1586764705885173
+396,2014/09/18,201.36,201.85,201.1,201.82,94940000,2.299852941176738
+397,2014/09/19,201.53,201.9,200.29,200.7,121449500,2.40291176470609
+398,2014/09/22,200.33,200.38,198.73,199.15,125433400,2.356264705882552
+399,2014/09/23,198.41,199.26,197.95,198.01,111088300,1.9623823529413755
+400,2014/09/24,198.06,199.69,197.52,199.56,107137500,1.3456764705884439
+401,2014/09/25,199.05,199.05,196.27,196.34,150009700,0.4115000000001885
+402,2014/09/26,196.7,198.39,196.42,197.9,103505800,-0.4807647058821374
+403,2014/09/29,196.18,197.89,196.05,197.54,95085900,-1.0796764705880548
+404,2014/09/30,197.7,198.3,196.61,197.02,130138700,-1.4246764705880537
+405,2014/10/01,196.68,196.77,193.91,194.35,177612400,-2.1020882352939623
+406,2014/10/02,194.18,195.05,192.35,194.38,157170400,-2.844970588235128
+407,2014/10/03,195.71,196.94,195.08,196.52,121466200,-3.1395588235292564
+408,2014/10/06,197.36,197.6,195.58,196.29,104737900,-3.2014411764704676
+409,2014/10/07,195.29,195.72,193.22,193.26,147603600,-3.6949117647058074
+410,2014/10/08,193.36,196.92,192.36,196.64,186054900,-3.7178529411763748
+411,2014/10/09,196.36,196.6,192.58,192.74,209978700,-3.3999999999999204
+412,2014/10/10,192.7,193.65,190.49,190.54,221648200,-3.977852941176394
+413,2014/10/13,190.47,191.15,187.3,187.41,230050200,-5.137764705882319
+414,2014/10/14,188.46,189.82,187.04,187.7,215307000,-5.9892941176470345
+415,2014/10/15,185.19,187.69,181.92,186.43,380336300,-7.501882352941124
+416,2014/10/16,183.05,187.58,182.89,186.27,270175000,-8.943617647058772
+417,2014/10/17,188.42,189.75,187.62,188.47,214253300,-9.279735294117614
+418,2014/10/20,188.12,190.45,188.07,190.3,129599500,-8.944352941176447
+419,2014/10/21,191.7,194.2,191.48,194.07,154476400,-7.827794117647045
+420,2014/10/22,194.44,194.91,192.61,192.69,151477500,-5.8350294117647366
+421,2014/10/23,194.64,196.2,194.26,194.93,154681700,-3.686911764705883
+422,2014/10/24,195.23,196.49,194.49,196.43,116840100,-2.1754705882352994
+423,2014/10/27,195.75,196.45,195.03,196.16,82755000,-0.7621176470588011
+424,2014/10/28,196.84,198.42,196.73,198.41,106688000,0.24105882352944263
+425,2014/10/29,198.59,199.12,196.8,198.11,142365300,1.132970588235338
+426,2014/10/30,197.59,199.61,197.4,199.38,113026700,1.8125294117647286
+427,2014/10/31,201.78,201.82,200.77,201.66,146857100,2.901617647058856
+428,2014/11/03,201.92,202.45,201.3,201.77,93539900,4.063764705882392
+429,2014/11/04,201.22,201.6,200.06,201.07,93177300,4.7113823529412
+430,2014/11/05,202.56,202.59,201.45,202.34,91468900,5.507352941176492
+431,2014/11/06,202.41,203.26,201.64,203.15,106742100,6.256500000000045
+432,2014/11/07,203.17,203.6,202.61,203.34,89472200,6.514088235294139
+433,2014/11/10,203.4,204.04,203.13,203.98,65917600,6.709617647058849
+434,2014/11/11,204.07,204.31,203.65,204.18,54299100,7.1815294117647
+435,2014/11/12,203.35,204.24,203.31,203.96,89967500,7.352676470588278
+436,2014/11/13,204.14,204.83,203.21,204.19,84991500,7.4721176470588375
+437,2014/11/14,204.13,204.49,203.72,204.24,80335200,7.4622647058823475
+438,2014/11/17,203.85,204.58,203.65,204.37,80377300,7.372382352941173
+439,2014/11/18,204.46,205.92,204.44,205.55,75891900,7.322970588235279
+440,2014/11/19,205.3,205.55,204.3,205.22,82229900,7.222823529411755
+441,2014/11/20,204.25,205.71,204.18,205.58,72589800,7.14502941176471
+442,2014/11/21,207.6,207.84,205.98,206.68,142173900,7.402500000000032
+443,2014/11/24,207.19,207.39,206.91,207.26,65675200,7.636558823529441
+444,2014/11/25,207.54,207.79,206.8,207.11,79019800,7.687352941176499
+445,2014/11/26,207.27,207.76,207.03,207.64,56385900,7.804735294117705
+446,2014/11/28,207.52,207.87,206.91,207.2,57890100,7.843147058823604
+447,2014/12/01,206.4,206.54,205.38,205.76,103806900,7.160941176470658
+448,2014/12/02,205.8,207.34,205.78,207.09,74456200,6.509705882352989
+449,2014/12/03,207.28,208.15,207.1,207.89,68873500,5.9045294117647416
+450,2014/12/04,207.55,208.26,206.7,207.66,91225300,5.267264705882411
+451,2014/12/05,207.88,208.47,207.55,208.0,90989800,4.822882352941207
+452,2014/12/08,207.55,208.12,205.93,206.61,108465100,4.51338235294125
+453,2014/12/09,204.37,206.6,203.91,206.47,125039000,3.887235294117744
+454,2014/12/10,205.94,205.98,202.93,203.16,159237100,2.9386764705883195
+455,2014/12/11,203.89,206.19,203.71,204.19,158628800,2.146794117647147
+456,2014/12/12,202.65,203.82,200.85,200.89,202123800,0.8104705882353755
+457,2014/12/15,202.0,202.53,198.78,199.51,189556900,-0.6080882352940193
+458,2014/12/16,198.55,202.4,197.86,197.91,258910900,-1.7082352941175714
+459,2014/12/17,198.48,202.34,198.29,201.79,252523700,-2.605499999999921
+460,2014/12/18,204.78,212.97,203.92,206.78,256995300,-2.1988529411763977
+461,2014/12/19,206.46,207.33,205.61,206.52,243364900,-1.5240588235293444
+462,2014/12/22,206.71,207.47,206.46,207.47,148194100,-0.4117647058822911
+463,2014/12/23,208.2,208.23,207.4,207.75,120621800,0.9197941176471147
+464,2014/12/24,208.03,208.34,207.72,207.77,42963400,2.28602941176473
+465,2014/12/26,208.29,208.85,208.25,208.44,57211900,2.1276176470588553
+466,2014/12/29,208.25,208.97,208.14,208.72,79532000,2.3843235294117733
+467,2014/12/30,208.21,208.37,207.51,207.6,73448300,2.4512352941177085
+468,2014/12/31,207.96,208.19,205.39,205.54,130281700,2.1635882352941564
+469,2015/01/02,206.39,206.88,204.18,205.43,121408500,1.6119705882353514
+470,2015/01/05,204.2,204.37,201.35,201.72,169440600,0.508088235294224
+471,2015/01/06,202.13,202.72,198.85,199.82,208923900,-0.9482647058822522
+472,2015/01/07,201.46,202.72,200.88,202.31,125069600,-2.1081764705881767
+473,2015/01/08,204.0,206.16,203.99,205.9,146056100,-2.4480882352940228
+474,2015/01/09,206.39,206.42,203.51,204.25,157609800,-2.5622647058822565
+475,2015/01/12,204.42,204.6,201.92,202.65,144060200,-2.4327058823528773
+476,2015/01/13,204.15,205.48,200.51,202.08,214372200,-1.87555882352936
+477,2015/01/14,199.67,201.1,198.57,200.86,192575000,-2.053411764705828
+478,2015/01/15,201.64,202.01,198.88,199.02,175449000,-2.7779411764705344
+479,2015/01/16,198.75,201.82,198.55,201.63,211716100,-3.5218823529411054
+480,2015/01/20,202.42,202.72,200.17,202.05,130876700,-3.7100294117646513
+481,2015/01/21,201.51,203.66,200.94,203.08,122704300,-3.7413823529411445
+482,2015/01/22,204.02,206.26,202.33,206.1,173707900,-2.7827647058823004
+483,2015/01/23,205.8,206.1,204.81,204.97,117357700,-1.7169411764705274
+484,2015/01/26,204.73,205.56,203.85,205.45,91710100,-0.7313235294117248
+485,2015/01/27,203.0,204.12,201.74,202.74,133646200,-0.2849117647058108
+486,2015/01/28,204.16,204.29,199.91,200.14,167686500,-0.18005882352940716
+487,2015/01/29,200.34,202.3,198.68,201.99,173312500,-0.8009117647058872
+488,2015/01/30,200.56,202.17,199.13,199.45,197508500,-1.6500000000000057
+489,2015/02/02,200.07,202.03,197.86,201.92,162707100,-2.4547941176470545
+490,2015/02/03,203.02,204.85,202.55,204.84,123867400,-2.3409411764705794
+491,2015/02/04,203.94,205.38,203.51,204.06,133968500,-1.9834117647058918
+492,2015/02/05,204.83,206.3,204.77,206.12,97731200,-1.1333823529411688
+493,2015/02/06,206.57,207.24,204.92,205.55,125590100,-0.21694117647061262
+494,2015/02/09,204.77,205.64,204.13,204.63,87084200,0.8757647058823181
+495,2015/02/10,205.89,207.12,204.68,206.81,96142600,1.332529411764682
+496,2015/02/11,206.6,207.45,205.83,206.93,90227200,1.781088235294078
+497,2015/02/12,207.91,208.99,206.97,208.92,97226900,2.2652352941175877
+498,2015/02/13,209.08,209.84,208.76,209.78,93617500,2.8718823529410997
+499,2015/02/17,209.38,210.32,209.1,210.11,76896000,3.802764705882282

Tests/TestData/spy_apo.txt

@@ -0,0 +1,501 @@
+Date,Open,High,Low,Close,Volume,APO_5_10
+2/22/2013 12:00:00 AM,151.16,151.89,150.49,151.89,106292600,
+2/25/2013 12:00:00 AM,152.63,152.86,149,149,245483200,
+2/26/2013 12:00:00 AM,149.72,150.2,148.73,150.02,186331600,
+2/27/2013 12:00:00 AM,149.89,152.33,149.76,151.91,143932600,
+2/28/2013 12:00:00 AM,151.9,152.87,151.41,151.61,123724200,
+3/1/2013 12:00:00 AM,151.09,152.34,150.41,152.11,170612700,
+3/4/2013 12:00:00 AM,151.76,152.92,151.52,152.92,97328800,
+3/5/2013 12:00:00 AM,153.66,154.7,153.64,154.29,121238200,
+3/6/2013 12:00:00 AM,154.84,154.92,154.16,154.5,94284300,
+3/7/2013 12:00:00 AM,154.71,154.98,154.52,154.78,86002000,1.41699999999997
+3/8/2013 12:00:00 AM,155.46,155.65,154.66,155.44,122805700,1.72799999999998
+3/11/2013 12:00:00 AM,155.33,156.04,155.13,156.03,83235500,1.64699999999999
+3/12/2013 12:00:00 AM,155.92,156.1,155.21,155.68,104108300,1.35899999999998
+3/13/2013 12:00:00 AM,155.76,156.12,155.23,155.9,91051500,1.23999999999998
+3/14/2013 12:00:00 AM,156.31,156.8,156.22,156.73,123614200,1.11799999999994
+3/15/2013 12:00:00 AM,155.85,156.04,155.31,155.83,133153200,0.824000000000012
+3/18/2013 12:00:00 AM,154.34,155.64,154.2,154.97,126518300,0.407000000000011
+3/19/2013 12:00:00 AM,155.3,155.51,153.59,154.61,167049900,0.16100000000003
+3/20/2013 12:00:00 AM,155.52,155.95,155.26,155.69,113607800,5.6843418860808E-14
+3/21/2013 12:00:00 AM,154.75,155.64,154.1,154.36,128492900,-0.431999999999931
+3/22/2013 12:00:00 AM,154.84,155.6,154.73,155.6,111103200,-0.493999999999943
+3/25/2013 12:00:00 AM,155.99,156.27,154.35,154.95,151231800,-0.389999999999958
+3/26/2013 12:00:00 AM,155.59,156.23,155.42,156.19,86114000,-0.124999999999972
+3/27/2013 12:00:00 AM,155.26,156.24,155,156.19,99783700,-0.0539999999999736
+3/28/2013 12:00:00 AM,156.09,156.85,155.75,156.67,102687700,0.414000000000016
+4/1/2013 12:00:00 AM,156.59,156.91,155.67,156.05,99128500,0.482000000000028
+4/2/2013 12:00:00 AM,156.61,157.21,156.37,156.82,101291000,0.670999999999992
+4/3/2013 12:00:00 AM,156.91,157.03,154.82,155.23,153781800,0.417000000000002
+4/4/2013 12:00:00 AM,155.43,156.17,155.09,155.86,129370000,0.333999999999975
+4/5/2013 12:00:00 AM,153.95,155.35,153.77,155.16,155171000,-0.0480000000000018
+4/8/2013 12:00:00 AM,155.27,156.22,154.75,156.21,86039700,-0.0770000000000266
+4/9/2013 12:00:00 AM,156.5,157.32,155.98,156.75,100591500,-0.271000000000015
+4/10/2013 12:00:00 AM,157.17,158.87,157.13,158.67,134837300,0.168999999999983
+4/11/2013 12:00:00 AM,158.7,159.71,158.54,159.19,109635100,0.534999999999997
+4/12/2013 12:00:00 AM,158.68,159.04,157.92,158.8,116024900,1.05000000000001
+4/15/2013 12:00:00 AM,158,158.13,155.1,155.12,215505700,0.925000000000011
+4/16/2013 12:00:00 AM,156.29,157.49,155.91,157.41,147152400,0.99799999999999
+4/17/2013 12:00:00 AM,156.29,156.32,154.28,155.11,226231500,0.298000000000002
+4/18/2013 12:00:00 AM,155.37,155.41,153.55,154.14,166888900,-0.539999999999992
+4/19/2013 12:00:00 AM,154.5,155.55,154.12,155.48,149219300,-1.23599999999999
+4/22/2013 12:00:00 AM,155.78,156.54,154.75,156.17,106216500,-1.02199999999999
+4/23/2013 12:00:00 AM,156.95,157.93,156.17,157.78,165592000,-1.05100000000002
+4/24/2013 12:00:00 AM,157.83,158.3,157.54,157.88,94996400,-0.418000000000006
+4/25/2013 12:00:00 AM,158.25,159.27,158.1,158.52,130774400,0.525000000000006
+4/26/2013 12:00:00 AM,158.32,158.6,157.73,158.24,95639000,1.13299999999998
+4/29/2013 12:00:00 AM,158.67,159.65,158.42,159.3,88223400,1.34100000000001
+4/30/2013 12:00:00 AM,159.27,159.72,158.61,159.68,115647600,1.49400000000003
+5/1/2013 12:00:00 AM,159.33,159.41,158.1,158.28,138538400,1.25700000000001
+5/2/2013 12:00:00 AM,158.68,159.89,158.53,159.75,96232300,0.942000000000036
+5/3/2013 12:00:00 AM,161.14,161.88,161.04,161.37,143795900,0.979000000000042
+5/6/2013 12:00:00 AM,161.49,162.01,161.42,161.78,66618900,0.914000000000044
+5/7/2013 12:00:00 AM,162.11,162.65,161.67,162.6,89907000,1.01600000000005
+5/8/2013 12:00:00 AM,162.42,163.39,162.33,163.34,96840500,1.48200000000008
+5/9/2013 12:00:00 AM,163.27,163.7,162.47,162.88,106479000,1.67200000000008
+5/10/2013 12:00:00 AM,163,163.55,162.51,163.41,102968200,1.56300000000007
+5/13/2013 12:00:00 AM,163,163.81,162.82,163.54,79718500,1.49100000000007
+5/14/2013 12:00:00 AM,163.67,165.35,163.67,165.23,118429300,1.46200000000007
+5/15/2013 12:00:00 AM,164.98,166.45,164.91,166.12,120520600,1.23400000000007
+5/16/2013 12:00:00 AM,165.76,166.36,165.09,165.34,109631200,1.16700000000009
+5/17/2013 12:00:00 AM,165.98,167.04,165.73,166.94,129521200,1.31600000000009
+5/20/2013 12:00:00 AM,166.78,167.58,166.61,166.93,84703300,1.4790000000001
+5/21/2013 12:00:00 AM,167.07,167.8,166.5,167.17,95130500,1.41000000000005
+5/22/2013 12:00:00 AM,167.34,169.07,165.17,165.93,243215800,1.11300000000006
+5/23/2013 12:00:00 AM,164.2,165.91,163.94,165.45,210629800,0.878000000000043
+5/24/2013 12:00:00 AM,164.44,165.38,163.98,165.31,151265100,0.362000000000052
+5/28/2013 12:00:00 AM,167.04,167.78,165.81,166.3,142755000,-0.039999999999992
+5/29/2013 12:00:00 AM,165.41,165.8,164.34,165.22,160155000,-0.428999999999974
+5/30/2013 12:00:00 AM,165.35,166.59,165.22,165.83,106389200,-0.419999999999959
+5/31/2013 12:00:00 AM,165.36,166.31,163.13,163.45,175401500,-0.630999999999943
+6/3/2013 12:00:00 AM,163.86,164.46,162.66,164.35,167947700,-0.563999999999908
+6/4/2013 12:00:00 AM,164.44,165.1,162.73,163.56,157405600,-0.77499999999992
+6/5/2013 12:00:00 AM,163.11,163.42,161.13,161.27,210885500,-0.974999999999937
+6/6/2013 12:00:00 AM,161.2,162.74,160.25,162.73,200017000,-1.27499999999995
+6/7/2013 12:00:00 AM,163.89,164.95,163.14,164.8,188303400,-0.939999999999912
+6/10/2013 12:00:00 AM,165.31,165.4,164.37,164.8,102463000,-0.798999999999921
+6/11/2013 12:00:00 AM,163.27,164.54,162.74,163.1,159335000,-0.570999999999913
+6/12/2013 12:00:00 AM,164.25,164.39,161.6,161.75,176792400,-0.127999999999901
+6/13/2013 12:00:00 AM,161.64,164.5,161.3,164.21,163114300,0.330000000000126
+6/14/2013 12:00:00 AM,164.03,164.67,162.91,163.18,140994200,0.0330000000001007
+6/17/2013 12:00:00 AM,164.3,165.22,163.55,164.44,135807000,-0.0479999999998881
+6/18/2013 12:00:00 AM,164.54,165.99,164.52,165.74,114574200,0.262000000000086
+6/19/2013 12:00:00 AM,165.61,165.89,163.38,163.45,205760600,0.3840000000001
+6/20/2013 12:00:00 AM,161.83,162.1,158.98,159.4,320271500,-0.244999999999919
+6/21/2013 12:00:00 AM,159.6,159.76,157.47,159.07,270449000,-0.493999999999943
+6/24/2013 12:00:00 AM,157.39,158.43,155.73,157.06,221705700,-1.19599999999997
+6/25/2013 12:00:00 AM,158.52,159.17,157.42,158.57,161967200,-2.17699999999999
+6/26/2013 12:00:00 AM,159.89,160.5,159.25,160.14,134499400,-2.678
+6/27/2013 12:00:00 AM,161.12,161.82,160.95,161.08,129281700,-2.02899999999997
+6/28/2013 12:00:00 AM,160.62,161.4,159.86,160.42,160138800,-1.483
+7/1/2013 12:00:00 AM,161.27,162.48,161.08,161.36,131682500,-0.314999999999998
+7/2/2013 12:00:00 AM,161.1,162.3,160.5,161.21,154807500,0.666000000000025
+7/3/2013 12:00:00 AM,160.51,161.77,160.22,161.28,75214000,1.11100000000002
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Tests/TestData/spy_aps.txt

@@ -0,0 +1,100 @@
+Date,APS,Close
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+2/25/2021,0,249.21
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Tests/TestData/spy_arima.csv

@@ -0,0 +1,625 @@
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Tests/TestData/spy_aroon_oscillator.txt

@@ -0,0 +1,501 @@
+Date,Open,High,Low,Close,Aroon Oscillator 14
+1/16/2013 12:00:00 AM,146.77,147.28,146.61,147.05,
+1/17/2013 12:00:00 AM,147.7,148.42,147.43,148,
+1/18/2013 12:00:00 AM,147.97,148.49,147.43,148.33,
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+1/23/2013 12:00:00 AM,149.13,149.5,148.86,149.37,
+1/24/2013 12:00:00 AM,149.15,150.14,149.01,149.41,
+1/25/2013 12:00:00 AM,149.88,150.25,149.37,150.25,
+1/28/2013 12:00:00 AM,150.29,150.33,149.51,150.07,
+1/29/2013 12:00:00 AM,149.77,150.85,149.67,150.66,
+1/30/2013 12:00:00 AM,150.64,150.94,149.93,150.07,
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+5/16/2013 12:00:00 AM,165.76,166.36,165.09,165.34,92.85714
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+5/20/2013 12:00:00 AM,166.78,167.58,166.61,166.93,92.85714
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+5/28/2013 12:00:00 AM,167.04,167.78,165.81,166.3,78.57143
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+6/3/2013 12:00:00 AM,163.86,164.46,162.66,164.35,-50
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Tests/TestData/spy_atr.txt

@@ -0,0 +1,502 @@
+Date,Open,High,Low,Close,Average True Range 14
+1/16/2013 12:00:00 AM,146.77,147.28,146.61,147.05,
+1/17/2013 12:00:00 AM,147.7,148.42,147.43,148,
+1/18/2013 12:00:00 AM,147.97,148.49,147.43,148.33,
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+1/23/2013 12:00:00 AM,149.13,149.5,148.86,149.37,
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Tests/TestData/spy_atr_wilder.txt

@@ -0,0 +1,502 @@
+Date,Open,High,Low,Close,Average True Range 14
+1/16/2013 12:00:00 AM,146.77,147.28,146.61,147.05,
+1/17/2013 12:00:00 AM,147.7,148.42,147.43,148,
+1/18/2013 12:00:00 AM,147.97,148.49,147.43,148.33,
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+1/23/2013 12:00:00 AM,149.13,149.5,148.86,149.37,
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+1/31/2013 12:00:00 AM,149.89,150.38,149.6,149.7,
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Tests/TestData/spy_bollinger_bands.txt

@@ -0,0 +1,501 @@
+Date,Open,High,Low,Close,Moving Average 20,Bollinger Bands® 20 2 Top,Bollinger Bands® 20 2 Bottom,BandWidth,%B
+2/6/2013 12:00:00 AM,150.52,151.26,150.41,151.16,,,,,
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+11/28/2014 12:00:00 AM,207.52,207.87,206.91,207.2,204.5245,208.3993,200.6497,3.7891,0.8452
+12/1/2014 12:00:00 AM,206.4,206.54,205.38,205.76,204.7295,208.4051,201.0539,3.5907,0.6402
+12/2/2014 12:00:00 AM,205.8,207.34,205.78,207.09,204.9955,208.5437,201.4473,3.4617,0.7951
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+1/5/2015 12:00:00 AM,204.2,204.37,201.35,201.72,205.1135,211.3685,198.8585,6.0991,0.2287
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+1/30/2015 12:00:00 AM,200.56,202.17,199.13,199.45,202.582,206.8281,198.3359,4.1920,0.1312

Tests/TestData/spy_bop.txt

@@ -0,0 +1,501 @@
+Date,Open,High,Low,Close,Volume,BOP
+2/22/2013 12:00:00 AM,151.16,151.89,150.49,151.89,106292600,0.521428571428573
+2/25/2013 12:00:00 AM,152.63,152.86,149,149,245483200,-0.940414507772016
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Tests/TestData/spy_candle_patterns.txt

@@ -0,0 +1,501 @@
+Date,Open,High,Low,Close,Volume,CDL2CROWS,CDL3BLACKCROWS,CDL3INSIDE,CDL3LINESTRIKE,CDL3OUTSIDE,CDL3STARSINSOUTH,CDL3WHITESOLDIERS,CDLABANDONEDBABY,CDLADVANCEBLOCK,CDLBELTHOLD,CDLBREAKAWAY,CDLCLOSINGMARUBOZU,CDLCONCEALBABYSWALL,CDLCOUNTERATTACK,CDLDARKCLOUDCOVER,CDLDOJI,CDLDOJISTAR,CDLDRAGONFLYDOJI,CDLENGULFING,CDLEVENINGDOJISTAR,CDLEVENINGSTAR,CDLGAPSIDESIDEWHITE,CDLGRAVESTONEDOJI,CDLHAMMER,CDLHANGINGMAN,CDLHARAMI,CDLHARAMICROSS,CDLHIGHWAVE,CDLHIKKAKE,CDLHIKKAKEMOD,CDLHOMINGPIGEON,CDLIDENTICAL3CROWS,CDLINNECK,CDLINVERTEDHAMMER,CDLKICKING,CDLKICKINGBYLENGTH,CDLLADDERBOTTOM,CDLLONGLEGGEDDOJI,CDLLONGLINE,CDLMARUBOZU,CDLMATCHINGLOW,CDLMATHOLD,CDLMORNINGDOJISTAR,CDLMORNINGSTAR,CDLONNECK,CDLPIERCING,CDLRICKSHAWMAN,CDLRISEFALL3METHODS,CDLSEPARATINGLINES,CDLSHOOTINGSTAR,CDLSHORTLINE,CDLSPINNINGTOP,CDLSTALLEDPATTERN,CDLSTICKSANDWICH,CDLTAKURI,CDLTASUKIGAP,CDLTHRUSTING,CDLTRISTAR,CDLUNIQUE3RIVER,CDLUPSIDEGAP2CROWS,CDLXSIDEGAP3METHODS
+2/22/2013 12:00:00 AM,151.16,151.89,150.49,151.89,106292600,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+2/25/2013 12:00:00 AM,152.63,152.86,149,149,245483200,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+2/26/2013 12:00:00 AM,149.72,150.2,148.73,150.02,186331600,,,,,,,,,,,,,,,,,,,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0
+2/27/2013 12:00:00 AM,149.89,152.33,149.76,151.91,143932600,,,,,0,,,,,,,,,,,,,,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0
+2/28/2013 12:00:00 AM,151.9,152.87,151.41,151.61,123724200,,,,,0,,,,,,,,,,,,,,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0
+3/1/2013 12:00:00 AM,151.09,152.34,150.41,152.11,170612700,,,,,0,,,,,,,,,,,,,,100,,,,,,,,,,0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0
+3/4/2013 12:00:00 AM,151.76,152.92,151.52,152.92,97328800,,,,,100,,,,,,,,,,,,,,0,,,,,,,,,,0,,,,,,,,,,,,0,,,,,,,,,,,,,,,,,,,,0
+3/5/2013 12:00:00 AM,153.66,154.7,153.64,154.29,121238200,,,,,0,,,,,,,,,,,,,,0,,,0,,,,,,,0,,,,,,,,,,,,0,,,,,,,,,,,,,0,,0,,,,,0
+3/6/2013 12:00:00 AM,154.84,154.92,154.16,154.5,94284300,,,,0,0,,,,,,,,,,,,,,0,,,0,,,,,,,0,,,,,,,,,,,,0,,,,,,,,,,,,,0,,0,,,,,0
+3/7/2013 12:00:00 AM,154.71,154.98,154.52,154.78,86002000,,,,0,0,,,,,,,,,,,,,,0,,,0,,,,,,,0,,,,,,,,,,,,0,,,,,,,,,,,,,0,,0,,,,,0
+3/8/2013 12:00:00 AM,155.46,155.65,154.66,155.44,122805700,,,,0,0,,,,,0,,0,,,,100,,0,0,,,0,0,,,,,-100,0,0,,,,,,,,100,0,0,0,,,,,,0,,,,0,-100,,0,0,0,,,,,0
+3/11/2013 12:00:00 AM,155.33,156.04,155.13,156.03,83235500,,,,0,0,,,,,0,,0,,0,0,0,0,0,100,,,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,,0,0,0,0,,,,0,0,0,,0,0,100,0,,0,0,0,0,,,,0
+3/12/2013 12:00:00 AM,155.92,156.1,155.21,155.68,104108300,0,,0,0,0,0,0,0,0,0,,0,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,,0,0,0,0,0,,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/13/2013 12:00:00 AM,155.76,156.12,155.23,155.9,91051500,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,0,0,0,0,,0,0,0,0,0,,0,0,0,100,0,0,0,0,0,0,0,0,0
+3/14/2013 12:00:00 AM,156.31,156.8,156.22,156.73,123614200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+3/15/2013 12:00:00 AM,155.85,156.04,155.31,155.83,133153200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+3/18/2013 12:00:00 AM,154.34,155.64,154.2,154.97,126518300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/19/2013 12:00:00 AM,155.3,155.51,153.59,154.61,167049900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/20/2013 12:00:00 AM,155.52,155.95,155.26,155.69,113607800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,100,0,0,0,0,0,0,0,0,0
+3/21/2013 12:00:00 AM,154.75,155.64,154.1,154.36,128492900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/22/2013 12:00:00 AM,154.84,155.6,154.73,155.6,111103200,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/25/2013 12:00:00 AM,155.99,156.27,154.35,154.95,151231800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/26/2013 12:00:00 AM,155.59,156.23,155.42,156.19,86114000,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/27/2013 12:00:00 AM,155.26,156.24,155,156.19,99783700,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/28/2013 12:00:00 AM,156.09,156.85,155.75,156.67,102687700,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/1/2013 12:00:00 AM,156.59,156.91,155.67,156.05,99128500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/2/2013 12:00:00 AM,156.61,157.21,156.37,156.82,101291000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+4/3/2013 12:00:00 AM,156.91,157.03,154.82,155.23,153781800,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/4/2013 12:00:00 AM,155.43,156.17,155.09,155.86,129370000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/5/2013 12:00:00 AM,153.95,155.35,153.77,155.16,155171000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/8/2013 12:00:00 AM,155.27,156.22,154.75,156.21,86039700,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/9/2013 12:00:00 AM,156.5,157.32,155.98,156.75,100591500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,-100,0,0,0,0,0,0,0,0
+4/10/2013 12:00:00 AM,157.17,158.87,157.13,158.67,134837300,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/11/2013 12:00:00 AM,158.7,159.71,158.54,159.19,109635100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/12/2013 12:00:00 AM,158.68,159.04,157.92,158.8,116024900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+4/15/2013 12:00:00 AM,158,158.13,155.1,155.12,215505700,0,0,0,0,0,0,0,0,0,-100,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/16/2013 12:00:00 AM,156.29,157.49,155.91,157.41,147152400,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/17/2013 12:00:00 AM,156.29,156.32,154.28,155.11,226231500,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,100,0,0,0,0,0,0,0
+4/18/2013 12:00:00 AM,155.37,155.41,153.55,154.14,166888900,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/19/2013 12:00:00 AM,154.5,155.55,154.12,155.48,149219300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/22/2013 12:00:00 AM,155.78,156.54,154.75,156.17,106216500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/23/2013 12:00:00 AM,156.95,157.93,156.17,157.78,165592000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/24/2013 12:00:00 AM,157.83,158.3,157.54,157.88,94996400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+4/25/2013 12:00:00 AM,158.25,159.27,158.1,158.52,130774400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0
+4/26/2013 12:00:00 AM,158.32,158.6,157.73,158.24,95639000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,-100,0,0,0,100,0,0,0,0,0
+4/29/2013 12:00:00 AM,158.67,159.65,158.42,159.3,88223400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+4/30/2013 12:00:00 AM,159.27,159.72,158.61,159.68,115647600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/1/2013 12:00:00 AM,159.33,159.41,158.1,158.28,138538400,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/2/2013 12:00:00 AM,158.68,159.89,158.53,159.75,96232300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/3/2013 12:00:00 AM,161.14,161.88,161.04,161.37,143795900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0
+5/6/2013 12:00:00 AM,161.49,162.01,161.42,161.78,66618900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+5/7/2013 12:00:00 AM,162.11,162.65,161.67,162.6,89907000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/8/2013 12:00:00 AM,162.42,163.39,162.33,163.34,96840500,0,0,0,0,0,0,0,0,0,100,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/9/2013 12:00:00 AM,163.27,163.7,162.47,162.88,106479000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
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+5/13/2013 12:00:00 AM,163,163.81,162.82,163.54,79718500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/14/2013 12:00:00 AM,163.67,165.35,163.67,165.23,118429300,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/15/2013 12:00:00 AM,164.98,166.45,164.91,166.12,120520600,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/16/2013 12:00:00 AM,165.76,166.36,165.09,165.34,109631200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/17/2013 12:00:00 AM,165.98,167.04,165.73,166.94,129521200,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/20/2013 12:00:00 AM,166.78,167.58,166.61,166.93,84703300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+5/21/2013 12:00:00 AM,167.07,167.8,166.5,167.17,95130500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0
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+5/23/2013 12:00:00 AM,164.2,165.91,163.94,165.45,210629800,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/24/2013 12:00:00 AM,164.44,165.38,163.98,165.31,151265100,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/28/2013 12:00:00 AM,167.04,167.78,165.81,166.3,142755000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
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+6/3/2013 12:00:00 AM,163.86,164.46,162.66,164.35,167947700,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/4/2013 12:00:00 AM,164.44,165.1,162.73,163.56,157405600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/5/2013 12:00:00 AM,163.11,163.42,161.13,161.27,210885500,0,0,0,0,-100,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/6/2013 12:00:00 AM,161.2,162.74,160.25,162.73,200017000,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/7/2013 12:00:00 AM,163.89,164.95,163.14,164.8,188303400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
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+6/12/2013 12:00:00 AM,164.25,164.39,161.6,161.75,176792400,0,0,0,0,0,0,0,0,0,-100,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/13/2013 12:00:00 AM,161.64,164.5,161.3,164.21,163114300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/14/2013 12:00:00 AM,164.03,164.67,162.91,163.18,140994200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/17/2013 12:00:00 AM,164.3,165.22,163.55,164.44,135807000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0
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+6/19/2013 12:00:00 AM,165.61,165.89,163.38,163.45,205760600,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/20/2013 12:00:00 AM,161.83,162.1,158.98,159.4,320271500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/21/2013 12:00:00 AM,159.6,159.76,157.47,159.07,270449000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
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+6/27/2013 12:00:00 AM,161.12,161.82,160.95,161.08,129281700,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,100,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,-100,0,-100,0,0,0,0,0,0,0,0,0
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+7/1/2013 12:00:00 AM,161.27,162.48,161.08,161.36,131682500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,-100,0,100,0,0,0,0,0,100,0,0,0
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+7/9/2013 12:00:00 AM,164.97,165.33,164.27,165.13,119159000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0
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+7/11/2013 12:00:00 AM,167.13,167.61,166.53,167.44,135448000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+7/12/2013 12:00:00 AM,167.4,167.93,167.13,167.51,102636900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,100,100,0,0,0,0,0,0,0,0,0
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+12/10/2013 12:00:00 AM,180.96,181.36,180.63,180.75,77428000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+12/11/2013 12:00:00 AM,180.81,180.85,178.5,178.72,130188800,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-200,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+12/12/2013 12:00:00 AM,178.61,178.86,177.76,178.13,115321400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+12/13/2013 12:00:00 AM,178.48,178.66,177.77,178.11,107741000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0
+12/16/2013 12:00:00 AM,178.95,179.81,178.9,179.22,96100500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0
+12/17/2013 12:00:00 AM,179.37,179.41,178.25,178.65,89432200,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+12/18/2013 12:00:00 AM,178.91,181.73,177.32,181.7,234455700,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+12/19/2013 12:00:00 AM,181.18,181.7,180.71,181.49,136717700,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+12/20/2013 12:00:00 AM,180.67,181.99,180.57,181.56,196678700,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+12/23/2013 12:00:00 AM,182.41,182.64,182.07,182.53,85407800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,-100,100,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0
+12/24/2013 12:00:00 AM,182.57,183.01,182.53,182.93,45363300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+12/26/2013 12:00:00 AM,183.37,183.96,183.32,183.85,63215200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+12/27/2013 12:00:00 AM,184.14,184.18,183.66,183.85,61794800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0
+12/30/2013 12:00:00 AM,183.92,184.02,183.58,183.82,56807200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,100,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,100,0,0,0,0,0,100,0,0,0,-100,-100,0,0,100,0,0,0,0,0,0
+12/31/2013 12:00:00 AM,184.11,184.69,183.93,184.69,86123600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+1/2/2014 12:00:00 AM,183.91,184.07,182.48,182.92,119511100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/3/2014 12:00:00 AM,183.24,183.6,182.63,182.88,81352000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/6/2014 12:00:00 AM,183.52,183.56,182.08,182.36,106889400,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/7/2014 12:00:00 AM,183.12,183.79,182.95,183.48,86041200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/8/2014 12:00:00 AM,183.46,183.83,182.89,183.52,96481400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+1/9/2014 12:00:00 AM,184.1,184.13,182.79,183.64,90529400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/10/2014 12:00:00 AM,183.96,184.22,183.01,184.14,101986500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/13/2014 12:00:00 AM,183.64,184.18,181.34,181.68,149507600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/14/2014 12:00:00 AM,182.27,183.77,181.95,183.67,104596300,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/15/2014 12:00:00 AM,184.1,184.94,183.71,184.66,98370100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/16/2014 12:00:00 AM,184.3,184.66,183.83,184.42,72112100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+1/17/2014 12:00:00 AM,184.1,184.45,183.32,183.63,107832500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/21/2014 12:00:00 AM,184.72,184.77,183.05,184.18,88504600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/22/2014 12:00:00 AM,184.51,184.57,183.91,184.3,60761400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/23/2014 12:00:00 AM,183.38,183.4,181.82,182.79,132343700,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/24/2014 12:00:00 AM,181.59,181.66,178.83,178.89,208595800,0,0,0,0,0,0,0,0,0,-100,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/27/2014 12:00:00 AM,179.05,179.52,177.12,178.01,179949700,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/28/2014 12:00:00 AM,178.23,179.3,178.12,179.07,108851800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+1/29/2014 12:00:00 AM,177.59,178.55,176.88,177.35,215244500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+1/30/2014 12:00:00 AM,178.88,179.81,178.26,179.23,116150500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+1/31/2014 12:00:00 AM,177,179.29,176.92,178.18,194573800,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2/3/2014 12:00:00 AM,177.95,178.37,173.83,174.17,254370100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2/4/2014 12:00:00 AM,174.98,175.84,174.11,175.38,164781000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+2/5/2014 12:00:00 AM,174.77,175.56,173.71,175.17,163629100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2/6/2014 12:00:00 AM,175.61,177.48,175.22,177.48,132379000,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,200,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2/7/2014 12:00:00 AM,178.29,179.87,177.73,179.68,170701300,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2/10/2014 12:00:00 AM,179.7,180.07,179.21,180.01,91977200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+2/11/2014 12:00:00 AM,180.23,182.44,180.04,181.98,121636400,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2/12/2014 12:00:00 AM,182.26,182.83,181.71,182.07,94414700,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+2/13/2014 12:00:00 AM,180.85,183.2,180.83,183.01,100515600,0,0,0,0,0,0,0,0,0,100,0,100,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2/14/2014 12:00:00 AM,182.9,184.36,182.67,184.02,96413500,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+2/18/2014 12:00:00 AM,184.2,184.49,183.65,184.24,80018500,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+2/19/2014 12:00:00 AM,183.78,184.95,182.87,183.02,125995500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2/20/2014 12:00:00 AM,183.27,184.52,182.6,184.1,104841400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0
+2/21/2014 12:00:00 AM,184.45,184.89,183.8,183.89,118069200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2/24/2014 12:00:00 AM,184.3,186.15,184.2,184.91,113918000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2/25/2014 12:00:00 AM,185.03,185.59,184.23,184.84,116815100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+2/26/2014 12:00:00 AM,185.1,185.6,184.33,184.85,98329400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+2/27/2014 12:00:00 AM,184.58,185.87,184.37,185.82,93720800,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2/28/2014 12:00:00 AM,185.78,187.15,185.05,186.29,150681900,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+3/3/2014 12:00:00 AM,184.65,185.45,183.75,184.98,167434300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+3/4/2014 12:00:00 AM,186.79,187.98,186.75,187.58,169638300,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/5/2014 12:00:00 AM,187.75,188.07,187.45,187.75,88273700,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,-100,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,100,100,0,0,0,0,0,0,0,0,0
+3/6/2014 12:00:00 AM,188.24,188.61,187.78,188.18,82328000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,-100,-100,0,0,0,0,0,0,0,0,0
+3/7/2014 12:00:00 AM,188.93,188.96,187.43,188.26,117468700,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/10/2014 12:00:00 AM,187.94,188.23,187.08,188.16,74834300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/11/2014 12:00:00 AM,188.48,188.71,186.8,187.23,98827400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/12/2014 12:00:00 AM,186.32,187.35,185.9,187.28,104701600,0,0,0,0,0,0,0,0,0,0,0,100,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/13/2014 12:00:00 AM,187.88,187.99,184.66,185.18,154146000,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/14/2014 12:00:00 AM,184.8,185.8,184.44,184.66,153743000,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,100,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+3/17/2014 12:00:00 AM,185.62,186.77,185.51,186.33,98250600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/18/2014 12:00:00 AM,186.74,187.91,186.51,187.66,101626300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/19/2014 12:00:00 AM,187.71,187.94,185.47,186.66,176115300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/20/2014 12:00:00 AM,186.25,187.89,185.92,187.75,116944200,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/21/2014 12:00:00 AM,187.71,189.02,186.03,186.2,163058100,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/24/2014 12:00:00 AM,186.84,187.07,184.62,185.43,120889800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/25/2014 12:00:00 AM,186.4,186.94,185.27,186.31,103492000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,100,-100,0,0,100,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+3/26/2014 12:00:00 AM,187,187.34,184.92,184.97,119656900,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+3/27/2014 12:00:00 AM,184.77,185.34,183.9,184.58,142204500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,100,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+3/28/2014 12:00:00 AM,185.14,186.42,185,185.49,101527200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0
+3/31/2014 12:00:00 AM,186.66,187.3,186.47,187.01,99626700,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+4/1/2014 12:00:00 AM,187.65,188.36,187.45,188.25,88958900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+4/2/2014 12:00:00 AM,188.5,189.13,188.14,188.88,78714300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+4/3/2014 12:00:00 AM,189.13,189.22,188.05,188.63,77253000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/4/2014 12:00:00 AM,189.64,189.7,186.1,186.4,169003600,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/7/2014 12:00:00 AM,185.9,186.26,183.96,184.34,140661000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/8/2014 12:00:00 AM,184.18,185.4,183.59,185.1,112585800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/9/2014 12:00:00 AM,185.61,187.15,185.06,187.09,100013900,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/10/2014 12:00:00 AM,187.07,187.17,182.93,183.15,172873800,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/11/2014 12:00:00 AM,182.16,183.42,181.31,181.51,167016600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/14/2014 12:00:00 AM,182.92,183.37,181.44,182.94,132183000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+4/15/2014 12:00:00 AM,183.35,184.33,181.51,184.2,157026300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/16/2014 12:00:00 AM,185.47,186.14,184.65,186.12,104151700,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/17/2014 12:00:00 AM,185.87,186.91,185.56,186.39,105192300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/21/2014 12:00:00 AM,186.45,187.1,186.21,187.04,68212800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+4/22/2014 12:00:00 AM,187.24,188.4,187.13,187.89,85686400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/23/2014 12:00:00 AM,187.8,187.92,187.3,187.45,73611400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0
+4/24/2014 12:00:00 AM,188.39,188.39,186.93,187.83,88109600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/25/2014 12:00:00 AM,187.23,187.33,185.87,186.29,100307700,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+4/28/2014 12:00:00 AM,187.08,187.69,184.96,186.88,134950500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,-100,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+4/29/2014 12:00:00 AM,187.48,188.04,187.08,187.75,83971400,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,100,0,0,0,0,0,0,100,0,0
+4/30/2014 12:00:00 AM,187.46,188.5,187.18,188.31,101461700,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/1/2014 12:00:00 AM,188.25,188.84,187.73,188.32,92856500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+5/2/2014 12:00:00 AM,188.33,189.14,187.78,188.06,97969300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+5/5/2014 12:00:00 AM,187.16,188.55,186.62,188.42,75827800,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/6/2014 12:00:00 AM,188.03,188.13,186.74,186.78,85356200,0,0,0,0,0,0,0,0,0,-100,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/7/2014 12:00:00 AM,187.41,187.97,186.01,187.88,106377000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/8/2014 12:00:00 AM,187.71,189.05,187.08,187.68,93495400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+5/9/2014 12:00:00 AM,187.71,188.04,186.83,187.96,83648000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/12/2014 12:00:00 AM,188.77,189.88,188,189.79,86871400,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/13/2014 12:00:00 AM,190.03,190.42,189.77,189.96,66416800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,-100,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,-100,-100,0,0,0,0,0,0,0,0,0
+5/14/2014 12:00:00 AM,189.82,189.88,188.79,189.06,72243900,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,-100,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/15/2014 12:00:00 AM,188.68,188.72,186.48,187.4,154897300,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/16/2014 12:00:00 AM,187.5,188.13,186.72,188.05,97384100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/19/2014 12:00:00 AM,187.71,188.89,187.52,188.74,63676300,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/20/2014 12:00:00 AM,188.67,188.67,187.07,187.55,111512600,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/21/2014 12:00:00 AM,188.07,189.22,188.06,189.13,88998000,0,0,0,0,0,0,0,0,0,100,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/22/2014 12:00:00 AM,189.2,189.98,188.86,189.59,61519500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/23/2014 12:00:00 AM,189.76,190.48,189.59,190.35,61108000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+5/27/2014 12:00:00 AM,191.06,191.58,190.95,191.52,71961100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+5/28/2014 12:00:00 AM,191.55,191.82,191.06,191.38,66048500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+5/29/2014 12:00:00 AM,191.85,192.4,191.33,192.37,64139000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+5/30/2014 12:00:00 AM,192.21,192.8,192.03,192.68,76256200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+6/2/2014 12:00:00 AM,192.98,192.99,191.97,192.9,64568200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,100,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0
+6/3/2014 12:00:00 AM,192.41,192.9,192.25,192.8,64985200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+6/4/2014 12:00:00 AM,192.46,193.3,192.26,193.19,55495200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/5/2014 12:00:00 AM,193.43,194.65,192.7,194.45,92035600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/6/2014 12:00:00 AM,194.88,195.43,194.78,195.38,78650300,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/9/2014 12:00:00 AM,195.36,196.05,195.17,195.58,65025700,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/10/2014 12:00:00 AM,195.36,195.64,194.92,195.6,56992500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/11/2014 12:00:00 AM,194.87,195.12,194.48,194.92,68703000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+6/12/2014 12:00:00 AM,194.68,194.8,193.11,193.54,106125500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/13/2014 12:00:00 AM,193.89,194.32,193.3,194.13,81991000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/16/2014 12:00:00 AM,193.88,194.7,193.66,194.29,87349400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/17/2014 12:00:00 AM,194,194.97,193.81,194.83,84776800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/18/2014 12:00:00 AM,194.83,196.37,194.4,196.26,105144800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/19/2014 12:00:00 AM,196.46,196.6,195.8,196.48,85833100,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,100,-100,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+6/20/2014 12:00:00 AM,196.01,196.1,195.7,195.94,99965100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,100,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,-100,-100,0,0,100,0,0,0,0,0,0
+6/23/2014 12:00:00 AM,196,196.05,195.52,195.88,70447200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/24/2014 12:00:00 AM,195.54,196.5,194.48,194.7,96018200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/25/2014 12:00:00 AM,194.28,195.78,194.25,195.58,82694100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/26/2014 12:00:00 AM,195.6,195.63,194.13,195.44,84216600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/27/2014 12:00:00 AM,194.98,195.88,194.88,195.82,71326100,0,0,0,0,0,0,0,0,0,100,0,100,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+6/30/2014 12:00:00 AM,195.71,196.16,195.53,195.72,70396800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,-100,-100,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+7/1/2014 12:00:00 AM,196.21,197.63,196.13,197.03,90321700,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+7/2/2014 12:00:00 AM,197.03,197.48,196.96,197.23,52316200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+7/3/2014 12:00:00 AM,197.81,198.29,197.64,198.2,52894800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+7/7/2014 12:00:00 AM,197.84,197.98,197.22,197.51,61676700,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0
+7/8/2014 12:00:00 AM,197.12,197.22,195.76,196.24,108055300,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+7/9/2014 12:00:00 AM,196.75,197.29,196.31,197.12,72953600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+7/10/2014 12:00:00 AM,195.24,196.86,195.06,196.34,98922400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+7/11/2014 12:00:00 AM,196.24,196.75,195.78,196.61,64226200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+7/14/2014 12:00:00 AM,197.63,197.86,197.44,197.6,58563600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,-100,-100,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,-100,-100,0,0,0,0,0,0,0,0,0
+7/15/2014 12:00:00 AM,197.71,198.1,196.36,197.23,111297400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+7/16/2014 12:00:00 AM,198.12,198.26,197.42,197.96,79978600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+7/17/2014 12:00:00 AM,197.33,198.1,195.43,195.71,144412600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+7/18/2014 12:00:00 AM,196.38,197.91,196.24,197.71,124256300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+7/21/2014 12:00:00 AM,197.08,197.5,196.43,197.34,67480300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+7/22/2014 12:00:00 AM,198.04,198.56,197.87,198.2,67612500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+7/23/2014 12:00:00 AM,198.51,198.85,198.1,198.64,65545600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+7/24/2014 12:00:00 AM,198.82,199.06,198.45,198.65,56417500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,-100,0,0,0,0,0,0,0,0,0
+7/25/2014 12:00:00 AM,198.11,198.26,197.33,197.72,76782500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+7/28/2014 12:00:00 AM,197.78,198.09,196.62,197.8,69106500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+7/29/2014 12:00:00 AM,198.21,198.45,196.92,196.95,80408600,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+7/30/2014 12:00:00 AM,197.66,197.91,196.16,196.98,104105100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+7/31/2014 12:00:00 AM,195.63,195.78,192.97,193.09,183073500,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+8/1/2014 12:00:00 AM,192.58,193.76,191.57,192.5,189075200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,100,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+8/4/2014 12:00:00 AM,192.87,194.3,192.05,193.89,91108400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+8/5/2014 12:00:00 AM,193.11,193.6,191.31,192.01,152557200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+8/6/2014 12:00:00 AM,191.08,192.89,191.08,192.07,94628200,0,0,0,0,0,0,0,0,0,100,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+8/7/2014 12:00:00 AM,192.96,193.13,190.55,191.03,135507800,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+8/8/2014 12:00:00 AM,191.43,193.37,190.95,193.24,116999400,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+8/11/2014 12:00:00 AM,193.99,194.66,193.71,193.79,74451200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,-100,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0
+8/12/2014 12:00:00 AM,193.63,194.15,192.94,193.53,73605400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+8/13/2014 12:00:00 AM,194.3,195.06,193.96,194.84,68961600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+8/14/2014 12:00:00 AM,195.19,195.76,194.98,195.76,57228200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+8/15/2014 12:00:00 AM,196.49,196.65,194.31,195.72,139872000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+8/18/2014 12:00:00 AM,196.81,197.45,196.69,197.36,75188600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+8/19/2014 12:00:00 AM,197.85,198.54,197.44,198.39,58964600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+8/20/2014 12:00:00 AM,198.15,199.16,198.08,198.92,72725600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+8/21/2014 12:00:00 AM,199.06,199.76,198.93,199.5,67745800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+8/22/2014 12:00:00 AM,199.32,199.69,198.74,199.19,76067700,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+8/25/2014 12:00:00 AM,200.16,200.59,199.15,200.2,63806000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+8/26/2014 12:00:00 AM,200.35,200.82,200.28,200.33,47256100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,100,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,-100,0,-100,0,0,0,0,0,0,0,0,0
+8/27/2014 12:00:00 AM,200.45,200.57,199.94,200.25,47820600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0
+8/28/2014 12:00:00 AM,199.59,200.27,199.39,200.14,58267500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+8/29/2014 12:00:00 AM,200.44,200.73,199.82,200.71,65886200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+9/2/2014 12:00:00 AM,200.97,200.99,199.86,200.61,72322600,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+9/3/2014 12:00:00 AM,201.35,201.41,200.22,200.5,57371400,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+9/4/2014 12:00:00 AM,200.86,201.58,199.66,200.21,85000300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+9/5/2014 12:00:00 AM,200.19,201.19,199.41,201.11,102015100,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+9/8/2014 12:00:00 AM,200.94,201.21,200,200.59,64102500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+9/9/2014 12:00:00 AM,200.42,200.55,198.91,199.32,88482500,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+9/10/2014 12:00:00 AM,199.46,200.2,198.77,200.07,67154300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+9/11/2014 12:00:00 AM,199.28,200.33,199.12,200.3,66737400,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+9/12/2014 12:00:00 AM,200.12,200.12,198.56,199.13,117408300,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+9/15/2014 12:00:00 AM,199.17,199.32,198.38,198.98,76357300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+9/16/2014 12:00:00 AM,198.64,200.84,198.5,200.48,116043200,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+9/17/2014 12:00:00 AM,200.8,201.68,199.75,200.75,151153900,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,100,-100,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+9/18/2014 12:00:00 AM,201.36,201.85,201.1,201.82,94940000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+9/19/2014 12:00:00 AM,201.53,201.9,200.29,200.7,121449500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0
+9/22/2014 12:00:00 AM,200.33,200.38,198.73,199.15,125433400,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+9/23/2014 12:00:00 AM,198.41,199.26,197.95,198.01,111088300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+9/24/2014 12:00:00 AM,198.06,199.69,197.52,199.56,107137500,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100
+9/25/2014 12:00:00 AM,199.05,199.05,196.27,196.34,150009700,0,0,0,0,0,0,0,0,0,-100,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+9/26/2014 12:00:00 AM,196.7,198.39,196.42,197.9,103505800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+9/29/2014 12:00:00 AM,196.18,197.89,196.05,197.54,95085900,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+9/30/2014 12:00:00 AM,197.7,198.3,196.61,197.02,130138700,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+10/1/2014 12:00:00 AM,196.68,196.77,193.91,194.35,177612400,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+10/2/2014 12:00:00 AM,194.18,195.05,192.35,194.38,157170400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+10/3/2014 12:00:00 AM,195.71,196.94,195.08,196.52,121466200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+10/6/2014 12:00:00 AM,197.36,197.6,195.58,196.29,104737900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+10/7/2014 12:00:00 AM,195.29,195.72,193.22,193.26,147603600,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+10/8/2014 12:00:00 AM,193.36,196.92,192.36,196.64,186054900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100
+10/9/2014 12:00:00 AM,196.36,196.6,192.58,192.74,209978700,0,0,0,0,0,0,0,0,0,-100,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+10/10/2014 12:00:00 AM,192.7,193.65,190.49,190.54,221648200,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+10/13/2014 12:00:00 AM,190.47,191.15,187.3,187.41,230050200,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+10/14/2014 12:00:00 AM,188.46,189.82,187.04,187.7,215307000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+10/15/2014 12:00:00 AM,185.19,187.69,181.92,186.43,380336300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+10/16/2014 12:00:00 AM,183.05,187.58,182.89,186.27,270175000,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+10/17/2014 12:00:00 AM,188.42,189.75,187.62,188.47,214253300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,-100,0,0,0,0,0,0,0,0,0,0,100,-100,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+10/20/2014 12:00:00 AM,188.12,190.45,188.07,190.3,129599500,0,0,0,0,0,0,0,0,0,100,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+10/21/2014 12:00:00 AM,191.7,194.2,191.48,194.07,154476400,0,0,0,0,0,0,0,0,0,100,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+10/22/2014 12:00:00 AM,194.44,194.91,192.61,192.69,151477500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0
+10/23/2014 12:00:00 AM,194.64,196.2,194.26,194.93,154681700,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+10/24/2014 12:00:00 AM,195.23,196.49,194.49,196.43,116840100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+10/27/2014 12:00:00 AM,195.75,196.45,195.03,196.16,82755000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+10/28/2014 12:00:00 AM,196.84,198.42,196.73,198.41,106688000,0,0,0,0,0,0,0,0,0,100,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,100,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+10/29/2014 12:00:00 AM,198.59,199.12,196.8,198.11,142365300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+10/30/2014 12:00:00 AM,197.59,199.61,197.4,199.38,113026700,0,0,0,0,0,0,0,0,0,100,0,100,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+10/31/2014 12:00:00 AM,201.78,201.82,200.77,201.66,146857100,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,100,-100,100,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0
+11/3/2014 12:00:00 AM,201.92,202.45,201.3,201.77,93539900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+11/4/2014 12:00:00 AM,201.22,201.6,200.06,201.07,93177300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+11/5/2014 12:00:00 AM,202.56,202.59,201.45,202.34,91468900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+11/6/2014 12:00:00 AM,202.41,203.26,201.64,203.15,106742100,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+11/7/2014 12:00:00 AM,203.17,203.6,202.61,203.34,89472200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+11/10/2014 12:00:00 AM,203.4,204.04,203.13,203.98,65917600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+11/11/2014 12:00:00 AM,204.07,204.31,203.65,204.18,54299100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,100,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,100,100,0,0,100,0,0,0,0,0,0
+11/12/2014 12:00:00 AM,203.35,204.24,203.31,203.96,89967500,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+11/13/2014 12:00:00 AM,204.14,204.83,203.21,204.19,84991500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,-100,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+11/14/2014 12:00:00 AM,204.13,204.49,203.72,204.24,80335200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,100,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,100,100,0,0,0,0,0,0,0,0,0
+11/17/2014 12:00:00 AM,203.85,204.58,203.65,204.37,80377300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+11/18/2014 12:00:00 AM,204.46,205.92,204.44,205.55,75891900,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+11/19/2014 12:00:00 AM,205.3,205.55,204.3,205.22,82229900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,-100,-100,-100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+11/20/2014 12:00:00 AM,204.25,205.71,204.18,205.58,72589800,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+11/21/2014 12:00:00 AM,207.6,207.84,205.98,206.68,142173900,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+11/24/2014 12:00:00 AM,207.19,207.39,206.91,207.26,65675200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,100,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,100,100,0,0,0,0,0,0,0,0,0
+11/25/2014 12:00:00 AM,207.54,207.79,206.8,207.11,79019800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0
+11/26/2014 12:00:00 AM,207.27,207.76,207.03,207.64,56385900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+11/28/2014 12:00:00 AM,207.52,207.87,206.91,207.2,57890100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+12/1/2014 12:00:00 AM,206.4,206.54,205.38,205.76,103806900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+12/2/2014 12:00:00 AM,205.8,207.34,205.78,207.09,74456200,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+12/3/2014 12:00:00 AM,207.28,208.15,207.1,207.89,68873500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+12/4/2014 12:00:00 AM,207.55,208.26,206.7,207.66,91225300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+12/5/2014 12:00:00 AM,207.88,208.47,207.55,208,90989800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+12/8/2014 12:00:00 AM,207.55,208.12,205.93,206.61,108465100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+12/9/2014 12:00:00 AM,204.37,206.6,203.91,206.47,125039000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+12/10/2014 12:00:00 AM,205.94,205.98,202.93,203.16,159237100,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+12/11/2014 12:00:00 AM,203.89,206.19,203.71,204.19,158628800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+12/12/2014 12:00:00 AM,202.65,203.82,200.85,200.89,202123800,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+12/15/2014 12:00:00 AM,202,202.53,198.78,199.51,189556900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+12/16/2014 12:00:00 AM,198.55,202.4,197.86,197.91,258910900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+12/17/2014 12:00:00 AM,198.48,202.34,198.29,201.79,252523700,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,-100
+12/18/2014 12:00:00 AM,204.78,212.97,203.92,206.78,256995300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+12/19/2014 12:00:00 AM,206.46,207.33,205.61,206.52,243364900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,-100,-100,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,100,100,0,0,0,0,0,0,0,0,0
+12/22/2014 12:00:00 AM,206.71,207.47,206.46,207.47,148194100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+12/23/2014 12:00:00 AM,208.2,208.23,207.4,207.75,120621800,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0
+12/24/2014 12:00:00 AM,208.03,208.34,207.72,207.77,42963400,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,100,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0
+12/26/2014 12:00:00 AM,208.29,208.85,208.25,208.44,57211900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,-100,100,0,0,0,0,0,0,0,0,0,0
+12/29/2014 12:00:00 AM,208.25,208.97,208.14,208.72,79532000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+12/30/2014 12:00:00 AM,208.21,208.37,207.51,207.6,73448300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0
+12/31/2014 12:00:00 AM,207.96,208.19,205.39,205.54,130281700,0,0,0,0,0,0,0,0,0,-100,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/2/2015 12:00:00 AM,206.39,206.88,204.18,205.43,121408500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/5/2015 12:00:00 AM,204.2,204.37,201.35,201.72,169440600,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/6/2015 12:00:00 AM,202.13,202.72,198.85,199.82,208923900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/7/2015 12:00:00 AM,201.46,202.72,200.88,202.31,125069600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/8/2015 12:00:00 AM,204,206.16,203.99,205.9,146056100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/9/2015 12:00:00 AM,206.39,206.42,203.51,204.25,157609800,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/12/2015 12:00:00 AM,204.42,204.6,201.92,202.65,144060200,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/13/2015 12:00:00 AM,204.15,205.48,200.51,202.08,214372200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/14/2015 12:00:00 AM,199.67,201.1,198.57,200.86,192575000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/15/2015 12:00:00 AM,201.64,202.01,198.88,199.02,175449000,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/16/2015 12:00:00 AM,198.75,201.82,198.55,201.63,211716100,0,0,0,0,0,0,0,0,0,100,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,100,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/20/2015 12:00:00 AM,202.42,202.72,200.17,202.05,130876700,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/21/2015 12:00:00 AM,201.51,203.66,200.94,203.08,122704300,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+1/22/2015 12:00:00 AM,204.02,206.26,202.33,206.1,173707900,0,0,0,0,100,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/23/2015 12:00:00 AM,205.8,206.1,204.81,204.97,117357700,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,0
+1/26/2015 12:00:00 AM,204.73,205.56,203.85,205.45,91710100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/27/2015 12:00:00 AM,203,204.12,201.74,202.74,133646200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+1/28/2015 12:00:00 AM,204.16,204.29,199.91,200.14,167686500,0,0,0,0,0,0,0,0,0,-100,0,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,-100,-100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/29/2015 12:00:00 AM,200.34,202.3,198.68,201.99,173312500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+1/30/2015 12:00:00 AM,200.56,202.17,199.13,199.45,197508500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2/2/2015 12:00:00 AM,200.07,202.03,197.86,201.92,162707100,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2/3/2015 12:00:00 AM,203.02,204.85,202.55,204.84,123867400,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,200,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2/4/2015 12:00:00 AM,203.94,205.38,203.51,204.06,133968500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,-100,-100,100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+2/5/2015 12:00:00 AM,204.83,206.3,204.77,206.12,97731200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+2/6/2015 12:00:00 AM,206.57,207.24,204.92,205.55,125590100,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2/9/2015 12:00:00 AM,204.77,205.64,204.13,204.63,87084200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0,0,-100,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,100,0,0,0,0,-100,0,0,0,0,0,0,0,0,0
+2/10/2015 12:00:00 AM,205.89,207.12,204.68,206.81,96142600,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2/11/2015 12:00:00 AM,206.6,207.45,205.83,206.93,90227200,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0
+2/12/2015 12:00:00 AM,207.91,208.99,206.97,208.92,97226900,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
+2/13/2015 12:00:00 AM,209.08,209.84,208.76,209.78,93617500,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0
+2/17/2015 12:00:00 AM,209.38,210.32,209.1,210.11,76896000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,100,0,0,0,0,0,0,0,0,0,0

Tests/TestData/spy_cmf.txt

@@ -0,0 +1,301 @@
+Date,Open,High,Low,Close,Volume,CMF_20
+2019-09-27 12:00:00 AM,297.83,297.9465,293.69,295.4,84781110,0.101462918915507
+2019-09-30 12:00:00 AM,295.97,297.55,295.92,296.77,52562761,0.116739252647704
+2019-10-01 12:00:00 AM,297.74,298.455,293,293.24,89900420,0.040124568303099
+2019-10-02 12:00:00 AM,291.5,291.51,286.64,288.06,124523974,-0.030868971310452
+2019-10-03 12:00:00 AM,287.81,290.45,284.82,290.42,85906799,0.024164528056182
+2019-10-04 12:00:00 AM,291.14,294.63,290.82,294.35,66700681,0.065292656253434
+2019-10-07 12:00:00 AM,293.47,295.26,292.77,293.08,60656561,0.033556819553751
+2019-10-08 12:00:00 AM,291.04,291.85,288.49,288.53,101575470,-0.06984367837376
+2019-10-09 12:00:00 AM,290.75,292.3,288.6559,291.27,65707329,-0.093714449761624
+2019-10-10 12:00:00 AM,291.18,294.21,291,293.24,57255974,-0.072424883582483
+2019-10-11 12:00:00 AM,296.27,298.74,296.1448,296.28,101228577,-0.111880440209373
+2019-10-14 12:00:00 AM,295.93,296.67,295.57,295.95,40546668,-0.115393682421806
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Tests/TestData/spy_cmo.txt

@@ -0,0 +1,501 @@
+Date,Open,High,Low,Close,Volume,CMO_5
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Tests/TestData/spy_emv.txt

@@ -0,0 +1,31 @@
+Date,Open,High,Low,Close,Volume,EMV
+6/18/2012,62.75,63.74,62.63,63.58,32178836,
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+7/30/2012,65.01,65.31,64.6,64.82,37809176,0.000120182

Tests/TestData/spy_heikin_ashi.txt

@@ -0,0 +1,501 @@
+Date,Open,High,Low,Close,Volume,HA_Open,HA_High,HA_Low,HA_Close
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+1/22/2015 12:00:00 AM,204.02,206.26,202.33,206.1,1.74E+08,201.7666683,206.26,201.7666683,204.6775
+1/23/2015 12:00:00 AM,205.8,206.1,204.81,204.97,1.17E+08,203.2220841,206.1,203.2220841,205.42
+1/26/2015 12:00:00 AM,204.73,205.56,203.85,205.45,9.17E+07,204.3210421,205.56,203.85,204.8975
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+2/2/2015 12:00:00 AM,200.07,202.03,197.86,201.92,1.63E+08,201.1055794,202.03,197.86,200.47
+2/3/2015 12:00:00 AM,203.02,204.85,202.55,204.84,1.24E+08,200.7877897,204.85,200.7877897,203.815
+2/4/2015 12:00:00 AM,203.94,205.38,203.51,204.06,1.34E+08,202.3013949,205.38,202.3013949,204.2225
+2/5/2015 12:00:00 AM,204.83,206.3,204.77,206.12,9.77E+07,203.2619474,206.3,203.2619474,205.505
+2/6/2015 12:00:00 AM,206.57,207.24,204.92,205.55,1.26E+08,204.3834737,207.24,204.3834737,206.07
+2/9/2015 12:00:00 AM,204.77,205.64,204.13,204.63,8.71E+07,205.2267369,205.64,204.13,204.7925
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+2/13/2015 12:00:00 AM,209.08,209.84,208.76,209.78,9.36E+07,207.1662023,209.84,207.1662023,209.365
+2/17/2015 12:00:00 AM,209.38,210.32,209.1,210.11,7.69E+07,208.2656012,210.32,208.2656012,209.7275