TimeSeries generator
$ git clone https://github.com/msalcantara/tsgen
$ python -m venv venv
$ source venv/bin/activate
$ python setup.py install
$ tsgen --help
$ tsgen -s 2019-01-01 cpu.idle
$ head cpu.idle_19-07-11.csv
timestamp,value,ts_name
2019-01-01 00:00:00+00:00,61,cpu.idle
2019-01-02 00:00:00+00:00,0,cpu.idle
2019-01-03 00:00:00+00:00,27,cpu.idle
2019-01-04 00:00:00+00:00,33,cpu.idle
2019-01-05 00:00:00+00:00,9,cpu.idle
2019-01-06 00:00:00+00:00,63,cpu.idle
2019-01-07 00:00:00+00:00,63,cpu.idle
2019-01-08 00:00:00+00:00,24,cpu.idle
2019-01-09 00:00:00+00:00,12,cpu.idle
$ tail cpu.idle_19-07-11.cs
2019-07-02 00:00:00+00:00,68,cpu.idle
2019-07-03 00:00:00+00:00,94,cpu.idle
2019-07-04 00:00:00+00:00,53,cpu.idle
2019-07-05 00:00:00+00:00,53,cpu.idle
2019-07-06 00:00:00+00:00,35,cpu.idle
2019-07-07 00:00:00+00:00,64,cpu.idle
2019-07-08 00:00:00+00:00,28,cpu.idle
2019-07-09 00:00:00+00:00,51,cpu.idle
2019-07-10 00:00:00+00:00,38,cpu.idle
2019-07-11 00:00:00+00:00,98,cpu.idle
$ tsgen -s 2019-01-01 -f min cpu.idle
$ head cpu.idle_19-07-11.csv
timestamp,value,ts_name
2019-01-01 00:00:00+00:00,76,cpu.idle
2019-01-01 00:01:00+00:00,33,cpu.idle
2019-01-01 00:02:00+00:00,98,cpu.idle
2019-01-01 00:03:00+00:00,87,cpu.idle
2019-01-01 00:04:00+00:00,53,cpu.idle
2019-01-01 00:05:00+00:00,6,cpu.idle
2019-01-01 00:06:00+00:00,25,cpu.idle
2019-01-01 00:07:00+00:00,15,cpu.idle
2019-01-01 00:08:00+00:00,70,cpu.idle
Usage: tsgen [OPTIONS] TIMESERIE_NAME
Options:
-s, --date-start TIMESTAMP Date start of timeseries data [YYYY-MM-
DD]/[YYYY-MM-DD HH:MM:SS] [required]
-e, --date-end TIMESTAMP Date end of timeseries data [YYYY-MM-DD]/[YYYY-
MM-DD HH:MM:SS] [default: now]
-f, --freq TEXT Frequency of dates, e.g. '5H' [default: D]
--tz TEXT Timezone of dates [default: UTC]
--low INTEGER Lowest data to be generated [default: 0]
--high INTEGER Largest data to be generated
--version Show version
--help Show this message and exit.
- B business day frequency
- C custom business day frequency
- D calendar day frequency
- W weekly frequency
- M month end frequency
- SM semi-month end frequency (15th and end of month)
- BM business month end frequency
- CBM custom business month end frequency
- MS month start frequency
- SMS semi-month start frequency (1st and 15th)
- BMS business month start frequency
- CBMS custom business month start frequency
- Q quarter end frequency
- BQ business quarter end frequency
- QS quarter start frequency
- BQS business quarter start frequency
- A, Y year end frequency
- BA, BY business year end frequency
- AS, YS year start frequency
- BAS, BYS business year start frequency
- BH business hour frequency
- H hourly frequency
- T, min minutely frequency
- S secondly frequency
- L, ms milliseconds
- U, us microseconds
- N nanoseconds
from tsgen.gen import TimeSerieGenerator
ts = TimeSerieGenerator('1990-01-01')
df = ts.generate_df()
print(df.head())
MIT license.