Closed mrustl closed 3 years ago
Start with converting remaining German column names to English:
str(df_pump_tests)
'data.frame': 3944 obs. of 16 variables:
$ well_id : int 162 162 162 162 162 162 162 166 166 166 ...
$ operational_start.date: POSIXct, format: "1970-12-15" "1970-12-15" "1970-12-15" "1970-12-15" ...
$ operational_start.Qs : num 39 39 39 39 39 39 39 45 45 45 ...
$ pump_test_1.date : Date, format: NA "2000-04-09" "2005-11-27" "2010-06-29" ...
$ pump_test_1.W_static : num NA 5.18 4.84 5.22 5.6 ...
$ pump_test_1.W_dynamic : num NA 12.34 7.29 12.99 8.85 ...
$ pump_test_1.Q : num NA 210 50 120 40 50 NA NA 180 100 ...
$ pump_test_2.date : Date, format: "1994-02-13" "2000-06-07" "2005-11-30" "2010-07-14" ...
$ pump_test_2.W_static : num 4.72 6.03 4.84 6.18 6.38 ...
$ pump_test_2.W_dynamic : num 9.43 11.12 6.93 12.33 11.08 ...
$ pump_test_2.Q : num 180 156 50 120 50 NA NA 150 160 100 ...
$ pump_test_1.Qs : num NA 29.3 20.4 15.4 12.3 ...
$ pump_test_2.Qs : num 38.2 30.6 23.9 19.5 10.6 ...
$ well_rehab : logi TRUE TRUE TRUE TRUE TRUE FALSE ...
$ substitute_pump : logi TRUE TRUE TRUE TRUE TRUE FALSE ...
$ pressure_sleeve : logi FALSE FALSE FALSE TRUE FALSE FALSE ..
```.
Current status:
well_id | action_id | key | date | Qs | W_static | W_dynamic | Q | Qs_rel | well_rehab | substitute_pump | pressure_sleeve | comment_liner |
---|---|---|---|---|---|---|---|---|---|---|---|---|
162 | 0 | operational_start | 1970-12-15 | 39.000000 | NA | NA | NA | NA | NA | NA | NA | NA |
162 | 1 | pump_test_2 | 1994-02-13 | 38.216556 | 4.72 | 9.43 | 180 | 0.9799117 | TRUE | TRUE | FALSE | FALSE |
162 | 2 | pump_test_1 | 2000-04-09 | 29.329608 | 5.18 | 12.34 | 210 | 0.7520412 | NA | NA | NA | NA |
162 | 2 | pump_test_2 | 2000-06-07 | 30.648332 | 6.03 | 11.12 | 156 | 0.7858547 | TRUE | TRUE | FALSE | FALSE |
162 | 3 | pump_test_1 | 2005-11-27 | 20.408165 | 4.84 | 7.29 | 50 | 0.5232863 | NA | NA | NA | NA |
162 | 3 | pump_test_2 | 2005-11-30 | 23.923449 | 4.84 | 6.93 | 50 | 0.6134218 | TRUE | TRUE | FALSE | FALSE |
162 | 4 | pump_test_1 | 2010-06-29 | 15.444016 | 5.22 | 12.99 | 120 | 0.3960004 | NA | NA | NA | NA |
162 | 4 | pump_test_2 | 2010-07-14 | 19.512195 | 6.18 | 12.33 | 120 | 0.5003127 | TRUE | TRUE | TRUE | FALSE |
162 | 5 | pump_test_1 | 2013-03-20 | 12.307692 | 5.60 | 8.85 | 40 | 0.3155819 | NA | NA | NA | NA |
162 | 5 | pump_test_2 | 2013-11-20 | 10.638298 | 6.38 | 11.08 | 50 | 0.2727769 | TRUE | TRUE | FALSE | TRUE |
162 | 6 | pump_test_1 | 2015-02-16 | 8.103728 | 6.45 | 12.62 | 50 | 0.2077879 | NA | NA | NA | NA |
162 | 6 | pump_test_2 | NA | NA | NA | NA | NA | NA | FALSE | FALSE | FALSE | FALSE |
166 | 0 | operational_start | 1994-06-02 | 45.000000 | NA | NA | NA | NA | NA | NA | NA | NA |
166 | 1 | pump_test_2 | 1994-05-23 | 48.387098 | 5.40 | 8.50 | 150 | 1.0752689 | FALSE | TRUE | FALSE | FALSE |
166 | 2 | pump_test_1 | 2000-06-04 | 53.571426 | 7.06 | 10.42 | 180 | 1.1904761 | NA | NA | NA | NA |
166 | 2 | pump_test_2 | 2000-06-27 | 41.131102 | 8.13 | 12.02 | 160 | 0.9140245 | TRUE | TRUE | FALSE | FALSE |
166 | 3 | pump_test_1 | 2005-12-12 | 31.152652 | 4.53 | 7.74 | 100 | 0.6922812 | NA | NA | NA | NA |
166 | 3 | pump_test_2 | 2005-12-20 | 32.573288 | 4.18 | 7.25 | 100 | 0.7238508 | TRUE | TRUE | FALSE | FALSE |
166 | 4 | pump_test_1 | 2010-05-02 | 18.484287 | 6.31 | 11.72 | 100 | 0.4107619 | NA | NA | NA | NA |
166 | 4 | pump_test_2 | 2010-05-19 | 32.258066 | 5.18 | 8.28 | 100 | 0.7168459 | TRUE | TRUE | FALSE | FALSE |
166 | 5 | pump_test_1 | 2015-04-21 | 15.682657 | 7.49 | 12.91 | 85 | 0.3485035 | NA | NA | NA | NA |
166 | 5 | pump_test_2 | 2015-05-11 | 23.460411 | 6.09 | 9.50 | 80 | 0.5213425 | TRUE | TRUE | FALSE | FALSE |
Look great, Michael. This helps a lot! Thanks!
I have notes a few questions for our meeting this afternoon. I would also like to merge our two branches to dev with you together. See you.
Current status (#11)
well_id | action_id | key | date | Qs | Q | W_static | W_dyamic | W_dynamic | Qs_rel | well_rehab | substitute_pump | pressure_sleeve | comment_liner | operational_start.date | days_since_operational_start | days_since_last_action | n.well_rehab | n.substitute_pump | n.pressure_sleeve | n.comment_liner | days_since_last_rehab |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
162 | 0 | operational_start | 1970-12-14 | 39.000000 | 150 | 5.60 | 9.44 | NA | 100.0000000 | NA | NA | NA | NA | 1970-12-14 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
162 | 1 | pump_test_2 | 1994-02-13 | 38.216556 | 180 | 4.72 | NA | 9.43 | 0.9799117 | TRUE | TRUE | FALSE | FALSE | 1970-12-14 | 8462 | 8462 | 1 | 1 | 0 | 0 | 8462 |
162 | 2 | pump_test_1 | 2000-04-09 | 29.329608 | 210 | 5.18 | NA | 12.34 | 0.7520412 | NA | NA | NA | NA | 1970-12-14 | 10709 | 2247 | 1 | 1 | 0 | 0 | 8462 |
162 | 2 | pump_test_2 | 2000-06-07 | 30.648332 | 156 | 6.03 | NA | 11.12 | 0.7858547 | TRUE | TRUE | FALSE | FALSE | 1970-12-14 | 10768 | 59 | 2 | 2 | 0 | 0 | 10768 |
162 | 3 | pump_test_1 | 2005-11-27 | 20.408165 | 50 | 4.84 | NA | 7.29 | 0.5232863 | NA | NA | NA | NA | 1970-12-14 | 12767 | 1999 | 2 | 2 | 0 | 0 | 10768 |
162 | 3 | pump_test_2 | 2005-11-30 | 23.923449 | 50 | 4.84 | NA | 6.93 | 0.6134218 | TRUE | TRUE | FALSE | FALSE | 1970-12-14 | 12770 | 3 | 3 | 3 | 0 | 0 | 12770 |
162 | 4 | pump_test_1 | 2010-06-29 | 15.444016 | 120 | 5.22 | NA | 12.99 | 0.3960004 | NA | NA | NA | NA | 1970-12-14 | 14442 | 1672 | 3 | 3 | 0 | 0 | 12770 |
162 | 4 | pump_test_2 | 2010-07-14 | 19.512195 | 120 | 6.18 | NA | 12.33 | 0.5003127 | TRUE | TRUE | TRUE | FALSE | 1970-12-14 | 14457 | 15 | 4 | 4 | 1 | 0 | 14457 |
162 | 5 | pump_test_1 | 2013-03-20 | 12.307692 | 40 | 5.60 | NA | 8.85 | 0.3155819 | NA | NA | NA | NA | 1970-12-14 | 15437 | 980 | 4 | 4 | 1 | 0 | 14457 |
162 | 5 | pump_test_2 | 2013-11-20 | 10.638298 | 50 | 6.38 | NA | 11.08 | 0.2727769 | TRUE | TRUE | FALSE | TRUE | 1970-12-14 | 15682 | 245 | 5 | 5 | 1 | 1 | 15682 |
162 | 6 | pump_test_1 | 2015-02-16 | 8.103728 | 50 | 6.45 | NA | 12.62 | 0.2077879 | NA | NA | NA | NA | 1970-12-14 | 16135 | 453 | 5 | 5 | 1 | 1 | 15682 |
162 | 6 | pump_test_2 | NA | NA | NA | NA | NA | NA | NA | FALSE | FALSE | FALSE | FALSE | 1970-12-14 | NA | NA | 5 | 5 | 1 | 1 | 15682 |
166 | 0 | operational_start | 1994-06-01 | 45.000000 | 180 | 3.81 | 7.84 | NA | 100.0000000 | NA | NA | NA | NA | 1994-06-01 | 0 | 0 | 0 | 0 | 0 | 0 | -9 |
166 | 1 | pump_test_2 | 1994-05-23 | 48.387098 | 150 | 5.40 | NA | 8.50 | 1.0752689 | FALSE | TRUE | FALSE | FALSE | 1994-06-01 | -9 | -9 | 0 | 1 | 0 | 0 | -9 |
166 | 2 | pump_test_1 | 2000-06-04 | 53.571426 | 180 | 7.06 | NA | 10.42 | 1.1904761 | NA | NA | NA | NA | 1994-06-01 | 2195 | 2204 | 0 | 1 | 0 | 0 | -9 |
166 | 2 | pump_test_2 | 2000-06-27 | 41.131102 | 160 | 8.13 | NA | 12.02 | 0.9140245 | TRUE | TRUE | FALSE | FALSE | 1994-06-01 | 2218 | 23 | 1 | 2 | 0 | 0 | 2218 |
As proposed by @mriech