Open MarkEdmondson1234 opened 9 years ago
Hi, great package.
However, when trying to extract the expected values from my dataset, I get this error:
## a_data holds daily count observations > str(a_data) 'data.frame': 30 obs. of 2 variables: $ date : POSIXct, format: "2013-01-15 01:00:00" "2013-01-16 01:00:00" "2013-01-17 01:00:00" ... $ metric: num 192 123 196 193 172 195 123 158 103 115 ... ## works > AnomalyDetectionTs(a_data, max_anoms=0.02, direction='both') $anoms timestamp anoms 1 2013-01-20 195 $plot NULL ## error > AnomalyDetectionTs(a_data, max_anoms=0.02, direction='both', e_value = T) Error in data.frame(timestamp = all_anoms[[1]], anoms = all_anoms[[2]], : arguments imply differing number of rows: 1, 0
The same command works fine with the demo raw_data in the package
> AnomalyDetectionTs(raw_data, max_anoms=0.02, direction='both', e_value=T) $anoms timestamp anoms expected_value 1 1980-09-25 16:05:00 21.3510 129 2 1980-09-29 06:40:00 193.1036 97 3 1980-09-29 21:44:00 148.1740 96 ... > str(raw_data) 'data.frame': 14398 obs. of 2 variables: $ timestamp: POSIXlt, format: "1980-09-25 14:01:00" "1980-09-25 14:02:00" "1980-09-25 14:03:00" ... $ count : num 182 176 184 178 165 ...
Here is a copy of my data used above (limited to 30 rows). The original data is 900 observations.
date (none) 1 2013-01-15 01:00:00 192 2 2013-01-16 01:00:00 123 3 2013-01-17 01:00:00 196 4 2013-01-18 01:00:00 193 5 2013-01-19 01:00:00 172 6 2013-01-20 01:00:00 195 7 2013-01-21 01:00:00 123 8 2013-01-22 01:00:00 158 9 2013-01-23 01:00:00 103 10 2013-01-24 01:00:00 115 11 2013-01-25 01:00:00 138 12 2013-01-26 01:00:00 95 13 2013-01-27 01:00:00 121 14 2013-01-28 01:00:00 143 15 2013-01-29 01:00:00 118 16 2013-01-30 01:00:00 110 17 2013-01-31 01:00:00 107 18 2013-02-01 01:00:00 120 19 2013-02-02 01:00:00 91 20 2013-02-03 01:00:00 93 21 2013-02-04 01:00:00 149 22 2013-02-05 01:00:00 112 23 2013-02-06 01:00:00 109 24 2013-02-07 01:00:00 109 25 2013-02-08 01:00:00 90 26 2013-02-09 01:00:00 74 27 2013-02-10 01:00:00 85 28 2013-02-11 01:00:00 113 29 2013-02-12 01:00:00 107 30 2013-02-13 01:00:00 110
I also run into this, i sent the above pull-request. @MarkEdmondson1234 it works with your sample data too.
Hi, great package.
However, when trying to extract the expected values from my dataset, I get this error:
The same command works fine with the demo raw_data in the package
Here is a copy of my data used above (limited to 30 rows). The original data is 900 observations.