Here is a sample of my data:
> SELECT time, value from task Limit 5;
name: task
time value
---- -----
1540149422155456967 0
1540149423155456967 1
1540151481498019507 1
1540151482498019507 0
1540151680870649288 0
I have a measurement that is a boolean - encoded as 1
or 0
. I'd like to calculate the total area under a graph - but I'm not sure how to do this?
You can think of this value as indicative as where a water pump is on or off - the rate of water flowing is always equal when turned on. I want to calculate / graph. The 'cumulative' total water that was output.
I've thought of cumulative_sum
but that does not really return the result I intend:
> SELECT cumulative_sum("value") from task Limit 5;
name: task
time cumulative_sum
---- --------------
1540149422155456967 0
1540149423155456967 1
1540151481498019507 2
1540151482498019507 2
1540151680870649288 2
I've also considered the integral
function but the values returned seem very odd?
> SELECT integral("value") from task GROUP BY time(1s) Limit 5;
name: task
time integral
---- --------
1540149422000000000 0.35662646729441955
1540149423000000000 0.9879165657055804
1540151481000000000 2057.874007792324
1540151482000000000 0.12401171467626151
1540151680000000000 0.008365803347453472
If there is a more appropriate way of encoding this data then I can also do that.