Simple Moving Average (SMA)

Simple Moving Average (SMA)

Function Syntax

=SMA(data, period)  
  • data (array):
    Range of columns containing the date, Open, high, Low, close, volume data.
  • period (number):
    Number of periods (days) over which the RSI is calculated

Returns:
A two-column array of dates and their corresponding SMA values.

Google Sheets Output Example

Below is an example of the resulting array when applying the custom SMA() function in Google Sheets

sma return array
SMA Return Array

Spreadsheet

Apps Scripts Code

Here’s the full Google Apps Script code.
Paste this directly into the Google Sheets Apps Script editor (Extensions → Apps Script):

sma.gs
/**

 * Calculates the Simple Moving Average (SMA) for a given dataset and period.

 *

 * @param {array} data - an array where the first column is the  dates, and subsequent columns for  open, high, low, close and volume.  

 * @param {number} period The number of periods to calculate the SMA, e.g., 14 for a 14-day SMA.

 * @returns {Array<Array>} The Simple Moving Average (SMA) of the range.

 * @customfunction

 */

  

function SMA(data, period) {

  

  //Check number of arguments

  if (arguments.length !== SMA.length) {

    throw new Error(`Wrong number of arguments. Expected ${SMA.length} arguments, but got ${arguments.length} arguments.`);

  }

  const processedData = getData(data);

  const dates = processedData.slice(1).map(row => row[0]); // Extract dates

  const closePrices = processedData[0].length === 2

    ? processedData.slice(1).map(row => row[1]) // For 2-column arrays, use the second column

    : processedData.slice(1).map(row => row[4]); // Default: use index 4 for close price

  

  // Check if the period is greater than the length of the data

  if (period > closePrices.length) {

    throw new Error("Error: The specified period exceeds the length of the data.");

  }

  

  // Initialize an array to store SMA values with corresponding dates

  let results = [["Date", `SMA(${period})`]]; // Include headers

  

  // Calculate SMA for the given period

  for (let i = period - 1; i < closePrices.length; i++) {

    const periodPrices = closePrices.slice(i - period + 1, i + 1); // Get the slice for the period

    const sma = periodPrices.reduce((acc, val) => acc + val, 0) / period; // Calculate average

  

    // Append the current date and SMA to the results array

    results.push([dates[i], sma]);

  }

  

  return results;

}

  
  

/**

 *

 * @param {Array<Array>} data - A 2D array of cell values to process. The first row should contain headers.

 * @returns {Array<Array>} - A 2D array where the first row contains headers and subsequent rows contain processed data.

 *

 * @customfunction

 *

 */

  

function getData(data) {

  if (!Array.isArray(data) || data.length === 0) {

    throw new Error("Input data must be a non-empty array.");

  }

  
  

  // Check if the first row contains headers

  const headers = Array.isArray(data[0]) && data[0].every(item => typeof item === "string")

    ? data[0]

    : null;

  

  if (!headers) {

    // If no headers, assume the first column is the date column and process data

    return data.map(row => row.map((value, index) => {

      return index === 0 ? new Date(value) : parseFloat(value);

    }));

  }

  

  // Process rows with headers

  return [headers, ...data.slice(1).map(row => headers.map((header, index) => {

    const key = header.toLowerCase();

    return key === "date" ? new Date(row[index]) : parseFloat(row[index]) || row[index];

  }))];

}
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