Pyspark convert julian date to calendar date

When working with Pyspark, you may come across the need to convert Julian dates to calendar dates. Julian dates are a system of counting days since January 1, 4713 BC, while calendar dates are the familiar dates we use in our daily lives. In this article, we will explore three different ways to solve this problem using Julia.

Option 1: Using the Dates package

The first option is to use the Dates package in Julia, which provides a set of functions for working with dates and times. To convert a Julian date to a calendar date, you can use the `Date` function and specify the format of the Julian date. Here is an example:


using Dates

julian_date = 2459345.5
calendar_date = Date(julian_date, "JD")
println(calendar_date)

This will output the calendar date corresponding to the given Julian date.

Option 2: Using the DateTime package

Another option is to use the DateTime package in Julia, which provides a similar set of functions for working with dates and times. To convert a Julian date to a calendar date, you can use the `DateTime` function and specify the format of the Julian date. Here is an example:


using DateTime

julian_date = 2459345.5
calendar_date = DateTime(julian_date, "JD")
println(calendar_date)

This will also output the calendar date corresponding to the given Julian date.

Option 3: Manual calculation

If you prefer a more manual approach, you can calculate the calendar date from the Julian date using mathematical formulas. The formula to convert a Julian date to a calendar date is as follows:


julian_date = 2459345.5
julian_day = floor(julian_date) + 0.5
fractional_day = julian_date - julian_day

a = julian_day + 32044
b = div(4 * a + 3, 146097)
c = a - div(146097 * b, 4)
d = div(4 * c + 3, 1461)
e = c - div(1461 * d, 4)
m = div(5 * e + 2, 153)

day = e - div(153 * m + 2, 5) + 1
month = m + 3 - 12 * div(m, 10)
year = 100 * b + d - 4800 + div(m, 10)

calendar_date = Date(year, month, day)
println(calendar_date)

This will also output the calendar date corresponding to the given Julian date.

After exploring these three options, it is clear that using the Dates package (Option 1) is the most straightforward and convenient way to convert Julian dates to calendar dates in Julia. It provides a simple and intuitive function that handles the conversion for you. However, if you prefer a more manual approach or if you don’t want to rely on external packages, you can use Option 3 to calculate the calendar date using mathematical formulas.

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