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December 26, 2021 02:49
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| // 1. starting balance: $10000, add $1000 every 7 days | |
| // 2. first trade: buy $1000 worth of SPY on 2021-01-04 at the open price | |
| // 3. all subsequent trades: buy $1000 worth of SPY every 7 days | |
| // 4. include dividend revinesting | |
| // 5. what is account value as of 2021-12-23 using closing price | |
| const assert = require('assert') | |
| const rows = [ | |
| { | |
| "Date": "2021-01-04", | |
| "Open": 375.309998, | |
| "High": 375.450012, | |
| "Low": 364.820007, | |
| "Close": 368.790009, | |
| "Adj Close": 363.936432, | |
| "Volume": 110210800 | |
| }, | |
| { | |
| "Date": "2021-01-05", | |
| "Open": 368.100006, | |
| "High": 372.5, | |
| "Low": 368.049988, | |
| "Close": 371.329987, | |
| "Adj Close": 366.442993, | |
| "Volume": 66426200 | |
| }, | |
| { | |
| "Date": "2021-01-06", | |
| "Open": 369.709991, | |
| "High": 376.980011, | |
| "Low": 369.119995, | |
| "Close": 373.549988, | |
| "Adj Close": 368.633789, | |
| "Volume": 107997700 | |
| }, | |
| { | |
| "Date": "2021-01-07", | |
| "Open": 376.100006, | |
| "High": 379.899994, | |
| "Low": 375.910004, | |
| "Close": 379.100006, | |
| "Adj Close": 374.110748, | |
| "Volume": 68766800 | |
| }, | |
| { | |
| "Date": "2021-01-08", | |
| "Open": 380.589996, | |
| "High": 381.48999, | |
| "Low": 377.100006, | |
| "Close": 381.26001, | |
| "Adj Close": 376.24234, | |
| "Volume": 71677200 | |
| }, | |
| { | |
| "Date": "2021-01-11", | |
| "Open": 377.850006, | |
| "High": 380.579987, | |
| "Low": 377.720001, | |
| "Close": 378.690002, | |
| "Adj Close": 373.706177, | |
| "Volume": 51034700 | |
| }, | |
| { | |
| "Date": "2021-01-12", | |
| "Open": 378.890015, | |
| "High": 379.859985, | |
| "Low": 376.359985, | |
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| "Adj Close": 373.785095, | |
| "Volume": 52547700 | |
| }, | |
| { | |
| "Date": "2021-01-13", | |
| "Open": 378.690002, | |
| "High": 380.859985, | |
| "Low": 377.850006, | |
| "Close": 379.790009, | |
| "Adj Close": 374.791687, | |
| "Volume": 45303600 | |
| }, | |
| { | |
| "Date": "2021-01-14", | |
| "Open": 380.589996, | |
| "High": 381.130005, | |
| "Low": 378.100006, | |
| "Close": 378.459991, | |
| "Adj Close": 373.479156, | |
| "Volume": 49989100 | |
| }, | |
| { | |
| "Date": "2021-01-15", | |
| "Open": 376.720001, | |
| "High": 377.579987, | |
| "Low": 373.700012, | |
| "Close": 375.700012, | |
| "Adj Close": 370.755524, | |
| "Volume": 107160000 | |
| }, | |
| { | |
| "Date": "2021-01-19", | |
| "Open": 378.339996, | |
| "High": 379.230011, | |
| "Low": 376.75, | |
| "Close": 378.649994, | |
| "Adj Close": 373.666687, | |
| "Volume": 51233300 | |
| }, | |
| { | |
| "Date": "2021-01-20", | |
| "Open": 381.109985, | |
| "High": 384.790009, | |
| "Low": 380.690002, | |
| "Close": 383.890015, | |
| "Adj Close": 378.837708, | |
| "Volume": 61836100 | |
| }, | |
| { | |
| "Date": "2021-01-21", | |
| "Open": 384.48999, | |
| "High": 384.950012, | |
| "Low": 383.25, | |
| "Close": 384.23999, | |
| "Adj Close": 379.183075, | |
| "Volume": 47840100 | |
| }, | |
| { | |
| "Date": "2021-01-22", | |
| "Open": 382.25, | |
| "High": 384.130005, | |
| "Low": 381.839996, | |
| "Close": 382.880005, | |
| "Adj Close": 377.840973, | |
| "Volume": 52860500 | |
| }, | |
| { | |
| "Date": "2021-01-25", | |
| "Open": 383.670013, | |
| "High": 384.769989, | |
| "Low": 378.459991, | |
| "Close": 384.390015, | |
| "Adj Close": 379.331146, | |
| "Volume": 70402000 | |
| }, | |
| { | |
| "Date": "2021-01-26", | |
| "Open": 385.410004, | |
| "High": 385.850006, | |
| "Low": 383.540009, | |
| "Close": 383.790009, | |
| "Adj Close": 378.739044, | |
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| }, | |
| { | |
| "Date": "2021-01-27", | |
| "Open": 380.220001, | |
| "High": 380.320007, | |
| "Low": 372.01001, | |
| "Close": 374.410004, | |
| "Adj Close": 369.482452, | |
| "Volume": 123351100 | |
| }, | |
| { | |
| "Date": "2021-01-28", | |
| "Open": 376.359985, | |
| "High": 381.929993, | |
| "Low": 375.890015, | |
| "Close": 377.630005, | |
| "Adj Close": 372.660095, | |
| "Volume": 94198100 | |
| }, | |
| { | |
| "Date": "2021-01-29", | |
| "Open": 375.630005, | |
| "High": 376.670013, | |
| "Low": 368.269989, | |
| "Close": 370.070007, | |
| "Adj Close": 365.199585, | |
| "Volume": 126765100 | |
| }, | |
| { | |
| "Date": "2021-02-01", | |
| "Open": 373.720001, | |
| "High": 377.339996, | |
| "Low": 370.380005, | |
| "Close": 376.230011, | |
| "Adj Close": 371.278534, | |
| "Volume": 75817600 | |
| }, | |
| { | |
| "Date": "2021-02-02", | |
| "Open": 379.649994, | |
| "High": 383.220001, | |
| "Low": 376.320007, | |
| "Close": 381.549988, | |
| "Adj Close": 376.528503, | |
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| }, | |
| { | |
| "Date": "2021-02-03", | |
| "Open": 382.440002, | |
| "High": 383.700012, | |
| "Low": 380.480011, | |
| "Close": 381.850006, | |
| "Adj Close": 376.824554, | |
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| }, | |
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| "Date": "2021-02-04", | |
| "Open": 382.959991, | |
| "High": 386.23999, | |
| "Low": 381.970001, | |
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| "Adj Close": 381.107452, | |
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| }, | |
| { | |
| "Date": "2021-02-05", | |
| "Open": 388.200012, | |
| "High": 388.470001, | |
| "Low": 386.140015, | |
| "Close": 387.709991, | |
| "Adj Close": 382.607422, | |
| "Volume": 48669800 | |
| }, | |
| { | |
| "Date": "2021-02-08", | |
| "Open": 389.269989, | |
| "High": 390.559998, | |
| "Low": 388.350006, | |
| "Close": 390.51001, | |
| "Adj Close": 385.370605, | |
| "Volume": 38365200 | |
| }, | |
| { | |
| "Date": "2021-02-09", | |
| "Open": 389.609985, | |
| "High": 390.890015, | |
| "Low": 389.170013, | |
| "Close": 390.25, | |
| "Adj Close": 385.114014, | |
| "Volume": 35551100 | |
| }, | |
| { | |
| "Date": "2021-02-10", | |
| "Open": 392.119995, | |
| "High": 392.279999, | |
| "Low": 387.5, | |
| "Close": 390.079987, | |
| "Adj Close": 384.946228, | |
| "Volume": 59154400 | |
| }, | |
| { | |
| "Date": "2021-02-11", | |
| "Open": 391.23999, | |
| "High": 391.690002, | |
| "Low": 388.100006, | |
| "Close": 390.709991, | |
| "Adj Close": 385.567932, | |
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| }, | |
| { | |
| "Date": "2021-02-12", | |
| "Open": 389.850006, | |
| "High": 392.899994, | |
| "Low": 389.769989, | |
| "Close": 392.640015, | |
| "Adj Close": 387.472565, | |
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| }, | |
| { | |
| "Date": "2021-02-16", | |
| "Open": 393.959991, | |
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| "Low": 391.529999, | |
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| "Adj Close": 387.137024, | |
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| "Date": "2021-02-17", | |
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| "Low": 389.329987, | |
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| }, | |
| { | |
| "Date": "2021-02-18", | |
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| "Adj Close": 385.57782, | |
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| }, | |
| { | |
| "Date": "2021-02-19", | |
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| "Adj Close": 384.896912, | |
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| { | |
| "Date": "2021-02-22", | |
| "Open": 387.059998, | |
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| "Adj Close": 381.936371, | |
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| { | |
| "Date": "2021-02-23", | |
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| "Low": 380.779999, | |
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| "Date": "2021-02-26", | |
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| }, | |
| { | |
| "Date": "2021-03-01", | |
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| "Adj Close": 384.452759, | |
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| { | |
| "Date": "2021-03-02", | |
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| "Close": 386.540009, | |
| "Adj Close": 381.45282, | |
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| { | |
| "Date": "2021-03-03", | |
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| "High": 386.829987, | |
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| }, | |
| { | |
| "Date": "2021-03-04", | |
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| }, | |
| { | |
| "Date": "2021-03-08", | |
| "Open": 384.660004, | |
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| }, | |
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| "Adj Close": 382.074554, | |
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| { | |
| "Date": "2021-03-10", | |
| "Open": 389.690002, | |
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| }, | |
| { | |
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| { | |
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| { | |
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| { | |
| "Date": "2021-03-24", | |
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| { | |
| "Date": "2021-03-25", | |
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| { | |
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| "Date": "2021-03-30", | |
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| { | |
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| "Low": 468.5, | |
| "Close": 468.890015, | |
| "Adj Close": 467.245483, | |
| "Volume": 57315600 | |
| }, | |
| { | |
| "Date": "2021-11-22", | |
| "Open": 470.890015, | |
| "High": 473.540009, | |
| "Low": 467.350006, | |
| "Close": 467.570007, | |
| "Adj Close": 465.930084, | |
| "Volume": 72762000 | |
| }, | |
| { | |
| "Date": "2021-11-23", | |
| "Open": 467.220001, | |
| "High": 469.100006, | |
| "Low": 464.450012, | |
| "Close": 468.190002, | |
| "Adj Close": 466.547913, | |
| "Volume": 73206500 | |
| }, | |
| { | |
| "Date": "2021-11-24", | |
| "Open": 466.059998, | |
| "High": 469.570007, | |
| "Low": 465.190002, | |
| "Close": 469.440002, | |
| "Adj Close": 467.793518, | |
| "Volume": 61858800 | |
| }, | |
| { | |
| "Date": "2021-11-26", | |
| "Open": 462.339996, | |
| "High": 463.899994, | |
| "Low": 457.769989, | |
| "Close": 458.970001, | |
| "Adj Close": 457.36026, | |
| "Volume": 112669600 | |
| }, | |
| { | |
| "Date": "2021-11-29", | |
| "Open": 464.070007, | |
| "High": 466.559998, | |
| "Low": 461.730011, | |
| "Close": 464.600006, | |
| "Adj Close": 462.97052, | |
| "Volume": 86268800 | |
| }, | |
| { | |
| "Date": "2021-11-30", | |
| "Open": 462, | |
| "High": 464.029999, | |
| "Low": 455.299988, | |
| "Close": 455.559998, | |
| "Adj Close": 453.962219, | |
| "Volume": 148559600 | |
| }, | |
| { | |
| "Date": "2021-12-01", | |
| "Open": 461.640015, | |
| "High": 464.670013, | |
| "Low": 450.290009, | |
| "Close": 450.5, | |
| "Adj Close": 448.919952, | |
| "Volume": 131939200 | |
| }, | |
| { | |
| "Date": "2021-12-02", | |
| "Open": 450.730011, | |
| "High": 459.070007, | |
| "Low": 450.309998, | |
| "Close": 457.399994, | |
| "Adj Close": 455.795746, | |
| "Volume": 127637800 | |
| }, | |
| { | |
| "Date": "2021-12-03", | |
| "Open": 459.170013, | |
| "High": 460.299988, | |
| "Low": 448.920013, | |
| "Close": 453.420013, | |
| "Adj Close": 451.829712, | |
| "Volume": 137167700 | |
| }, | |
| { | |
| "Date": "2021-12-06", | |
| "Open": 456.130005, | |
| "High": 460.790009, | |
| "Low": 453.559998, | |
| "Close": 458.790009, | |
| "Adj Close": 457.180878, | |
| "Volume": 98977500 | |
| }, | |
| { | |
| "Date": "2021-12-07", | |
| "Open": 464.410004, | |
| "High": 468.880005, | |
| "Low": 458.649994, | |
| "Close": 468.279999, | |
| "Adj Close": 466.637604, | |
| "Volume": 95484700 | |
| }, | |
| { | |
| "Date": "2021-12-08", | |
| "Open": 468.700012, | |
| "High": 470, | |
| "Low": 466.829987, | |
| "Close": 469.519989, | |
| "Adj Close": 467.87323, | |
| "Volume": 72238800 | |
| }, | |
| { | |
| "Date": "2021-12-09", | |
| "Open": 468.149994, | |
| "High": 469.630005, | |
| "Low": 466.140015, | |
| "Close": 466.350006, | |
| "Adj Close": 464.714355, | |
| "Volume": 61272600 | |
| }, | |
| { | |
| "Date": "2021-12-10", | |
| "Open": 469.230011, | |
| "High": 470.899994, | |
| "Low": 466.51001, | |
| "Close": 470.73999, | |
| "Adj Close": 469.088959, | |
| "Volume": 76949400 | |
| }, | |
| { | |
| "Date": "2021-12-13", | |
| "Open": 470.190002, | |
| "High": 470.559998, | |
| "Low": 466.269989, | |
| "Close": 466.570007, | |
| "Adj Close": 464.933594, | |
| "Volume": 87724700 | |
| }, | |
| { | |
| "Date": "2021-12-14", | |
| "Open": 463.089996, | |
| "High": 465.73999, | |
| "Low": 460.25, | |
| "Close": 463.359985, | |
| "Adj Close": 461.734833, | |
| "Volume": 97264100 | |
| }, | |
| { | |
| "Date": "2021-12-15", | |
| "Open": 463.420013, | |
| "High": 470.859985, | |
| "Low": 460.73999, | |
| "Close": 470.600006, | |
| "Adj Close": 468.949463, | |
| "Volume": 116899300 | |
| }, | |
| { | |
| "Date": "2021-12-16", | |
| "Open": 472.570007, | |
| "High": 472.869995, | |
| "Low": 464.799988, | |
| "Close": 466.450012, | |
| "Adj Close": 464.814026, | |
| "Volume": 116568600 | |
| }, | |
| { | |
| "Date": "2021-12-17", | |
| "Open": 461.549988, | |
| "High": 464.73999, | |
| "Low": 458.059998, | |
| "Close": 459.869995, | |
| "Adj Close": 459.869995, | |
| "Volume": 135511600 | |
| }, | |
| { | |
| "Date": "2021-12-20", | |
| "Open": 454.480011, | |
| "High": 455.399994, | |
| "Low": 451.140015, | |
| "Close": 454.980011, | |
| "Adj Close": 454.980011, | |
| "Volume": 107134800 | |
| }, | |
| { | |
| "Date": "2021-12-21", | |
| "Open": 458.609985, | |
| "High": 463.209991, | |
| "Low": 456.309998, | |
| "Close": 463.059998, | |
| "Adj Close": 463.059998, | |
| "Volume": 69806300 | |
| }, | |
| { | |
| "Date": "2021-12-22", | |
| "Open": 462.790009, | |
| "High": 467.809998, | |
| "Low": 462.579987, | |
| "Close": 467.690002, | |
| "Adj Close": 467.690002, | |
| "Volume": 58890200 | |
| }, | |
| { | |
| "Date": "2021-12-23", | |
| "Open": 468.75, | |
| "High": 472.190002, | |
| "Low": 468.640015, | |
| "Close": 470.600006, | |
| "Adj Close": 470.600006, | |
| "Volume": 56439700 | |
| } | |
| ] | |
| const dividendRows = [ | |
| { | |
| "Date": "2021-03-19", | |
| "Dividends": 1.278 | |
| }, | |
| { | |
| "Date": "2021-06-18", | |
| "Dividends": 1.376 | |
| }, | |
| { | |
| "Date": "2021-09-17", | |
| "Dividends": 1.428 | |
| }, | |
| { | |
| "Date": "2021-12-17", | |
| "Dividends": 1.636 | |
| } | |
| ] | |
| const getOpenPriceByDate = (rows, date) => { | |
| const row = rows.find(row => row.Date === date) | |
| assert(row !== undefined) | |
| return row.Open | |
| } | |
| const getClosePriceByDate = (rows, date) => { | |
| const row = rows.find(row => row.Date === date) | |
| assert(row !== undefined) | |
| return row.Close | |
| } | |
| const calculateNumberOfShares = (amount, price) => { | |
| return amount / price | |
| } | |
| const calculatePortfolioValueOnDate = (holdings, rows, date) => { | |
| const closePrice = getClosePriceByDate(rows, date) | |
| let total = 0 | |
| for (let i = 0; i < holdings.length; ++i) { | |
| const holding = holdings[i] | |
| total += (holding.numberOfShares * closePrice) | |
| } | |
| return total | |
| } | |
| const performPurchase = (holdings, rows, date, amount) => { | |
| const purchasePrice = getOpenPriceByDate(rows, date) | |
| const numberOfShares = calculateNumberOfShares(amount, purchasePrice) | |
| holdings.push({ | |
| date, | |
| amount, | |
| purchasePrice, | |
| numberOfShares, | |
| type: 'purchase' | |
| }) | |
| } | |
| const performDividendReinvestment = (holdings, rows, dividendDate, dividendAmount) => { | |
| const numberOfSharesHeld = calculateNumberOfSharesHeld(holdings, dividendDate) | |
| const purchasePrice = getOpenPriceByDate(rows, dividendDate) | |
| const amount = dividendAmount * numberOfSharesHeld | |
| const numberOfShares = calculateNumberOfShares(amount, purchasePrice) | |
| holdings.push({ | |
| date: dividendDate, | |
| amount, | |
| purchasePrice, | |
| numberOfShares, | |
| numberOfSharesHeld, | |
| dividendAmount, | |
| type: 'dividend' | |
| }) | |
| } | |
| const calculatePurchaseDates = (startDate, interval, length) => { | |
| startDate = new Date(startDate) | |
| const purchaseDates = [] | |
| purchaseDates.push(startDate.toISOString().slice(0, 10)) | |
| let date = new Date(startDate) | |
| for (;;) { | |
| const oneDay = 1000 * 60 * 60 * 24 // in milliseconds | |
| const currentLength = Math.ceil(Math.abs(date - startDate) / oneDay) | |
| date.setDate(date.getDate() + interval) | |
| if (currentLength > length) { | |
| break | |
| } | |
| purchaseDates.push(date.toISOString().slice(0, 10)) | |
| } | |
| return purchaseDates | |
| } | |
| const findClosestDate = (rows, purchaseDate) => { | |
| purchaseDate = new Date(purchaseDate) | |
| const dates = rows.map(row => row.Date) | |
| dates.sort((a, b) => { | |
| a = new Date(a) | |
| b = new Date(b) | |
| const aDifference = Math.abs(a - purchaseDate) | |
| const bDifference = Math.abs(b - purchaseDate) | |
| return aDifference - bDifference | |
| }) | |
| const closestDate = dates[0] | |
| return closestDate | |
| } | |
| const calculateNumberOfSharesHeld = (holdings, date) => { | |
| date = new Date(date) | |
| const filteredHoldings = holdings.filter(holding => { | |
| const holdingDate = new Date(holding.date) | |
| const dateDifference = holdingDate - date | |
| return dateDifference <= 0 | |
| }) | |
| return filteredHoldings.reduce((prev, holding) => { | |
| return prev + holding.numberOfShares | |
| }, 0) | |
| } | |
| const holdings = [] | |
| const startDate = '2021-01-04' // first trading day of the year | |
| const interval = 7 // weekly | |
| const length = 365 // 1 year | |
| const purchaseDates = calculatePurchaseDates(startDate, interval, length) | |
| // adjust calculated dates for weekends/holidays | |
| const tradingPurchaseDates = Array.from(new Set(purchaseDates.map(purchaseDate => { | |
| // skip exact matches | |
| const exactMatchRow = rows.find(row => row.Date === purchaseDate) | |
| if (exactMatchRow) { | |
| return purchaseDate | |
| } | |
| // find closest match | |
| const closestDate = findClosestDate(rows, purchaseDate) | |
| return closestDate | |
| }))) | |
| // perform initial purchase | |
| const initialAmount = 10000 | |
| performPurchase(holdings, rows, tradingPurchaseDates[0], initialAmount) | |
| // perform additional contriubtions | |
| const additionalContributionAmount = 1000 | |
| for (let i = 0; i < tradingPurchaseDates.length; ++i) { | |
| const tradingPurchaseDate = tradingPurchaseDates[i] | |
| // performPurchase(holdings, rows, tradingPurchaseDates[i], additionalContributionAmount) | |
| } | |
| // perform dividend reinvestments | |
| for (let i = 0; i < dividendRows.length; ++i) { | |
| const dividendRow = dividendRows[i] | |
| const dividendDate = dividendRow.Date | |
| const dividendAmount = dividendRow.Dividends | |
| performDividendReinvestment(holdings, rows, dividendDate, dividendAmount) | |
| } | |
| // sort by date | |
| holdings.sort((a, b) => { | |
| if (a.date < b.date) { | |
| return -1 | |
| } else if (a.date > b.date) { | |
| return 1 | |
| } | |
| return 0 | |
| }) | |
| // calculate portfolio value + contributions + dividends | |
| const endDate = tradingPurchaseDates[tradingPurchaseDates.length - 1] | |
| const currentValue = calculatePortfolioValueOnDate(holdings, rows, endDate) | |
| const contributed = holdings.reduce((prev, holding) => { | |
| if (holding.type === 'dividend') { | |
| return prev | |
| } | |
| return prev + holding.amount | |
| }, 0) | |
| const dividends = holdings.reduce((prev, holding) => { | |
| if (holding.type !== 'dividend') { | |
| return prev | |
| } | |
| return prev + holding.amount | |
| }, 0) | |
| // log results | |
| console.log({ | |
| holdings, | |
| contributed, | |
| dividends, | |
| currentValue | |
| }) |
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