diff --git a/src/features/call/call_base.R b/src/features/call/call_base.R index 2d5b5608..b5a01025 100644 --- a/src/features/call/call_base.R +++ b/src/features/call/call_base.R @@ -1,3 +1,5 @@ +library('tidyr') + filter_by_day_segment <- function(data, day_segment) { if(day_segment %in% c("morning", "afternoon", "evening", "night")) data <- data %>% filter(local_day_segment == day_segment) @@ -37,15 +39,18 @@ base_call_features <- function(calls, call_type, day_segment, requested_features for(feature_name in features_to_compute){ if(feature_name == "countmostfrequentcontact"){ # Get the number of messages for the most frequent contact throughout the study - feature <- calls %>% group_by(trace) %>% + mostfrequentcontact <- calls %>% + group_by(trace) %>% mutate(N=n()) %>% ungroup() %>% filter(N == max(N)) %>% head(1) %>% # if there are multiple contacts with the same amount of messages pick the first one only + pull(trace) + feature <- calls %>% + filter(trace == mostfrequentcontact) %>% group_by(local_date) %>% - summarise(!!paste("call", call_type, day_segment, feature_name, sep = "_") := N) %>% + summarise(!!paste("call", call_type, day_segment, feature_name, sep = "_") := n()) %>% replace(is.na(.), 0) - features <- merge(features, feature, by="local_date", all = TRUE) } else { feature <- calls %>% @@ -67,6 +72,6 @@ base_call_features <- function(calls, call_type, day_segment, requested_features features <- merge(features, feature, by="local_date", all = TRUE) } } - + features <- features %>% mutate_at(vars(contains("countmostfrequentcontact")), list( ~ replace_na(., 0))) return(features) } \ No newline at end of file diff --git a/src/features/sms/sms_base.R b/src/features/sms/sms_base.R index 31620192..bce0da58 100644 --- a/src/features/sms/sms_base.R +++ b/src/features/sms/sms_base.R @@ -1,3 +1,5 @@ +library('tidyr') + filter_by_day_segment <- function(data, day_segment) { if(day_segment %in% c("morning", "afternoon", "evening", "night")) data <- data %>% filter(local_day_segment == day_segment) @@ -29,17 +31,31 @@ base_sms_features <- function(sms, sms_type, day_segment, requested_features){ for(feature_name in features_to_compute){ if(feature_name == "countmostfrequentcontact"){ - # Get the number of messages for the most frequent contact throughout the study - feature <- sms %>% group_by(trace) %>% + # Get the number of messages for the most frequent contact throughout the study + mostfrequentcontact <- sms %>% + group_by(trace) %>% mutate(N=n()) %>% ungroup() %>% filter(N == max(N)) %>% head(1) %>% # if there are multiple contacts with the same amount of messages pick the first one only + pull(trace) + feature <- sms %>% + filter(trace == mostfrequentcontact) %>% group_by(local_date) %>% - summarise(!!paste("sms", sms_type, day_segment, feature_name, sep = "_") := N) %>% + summarise(!!paste("sms", sms_type, day_segment, feature_name, sep = "_") := n()) %>% replace(is.na(.), 0) - features <- merge(features, feature, by="local_date", all = TRUE) + # # Get the number of messages for the most frequent contact throughout the study + # feature <- sms %>% group_by(trace) %>% + # mutate(N=n()) %>% + # ungroup() %>% + # filter(N == max(N)) %>% + # head(1) %>% # if there are multiple contacts with the same amount of messages pick the first one only + # group_by(local_date) %>% + # summarise(!!paste("sms", sms_type, day_segment, feature_name, sep = "_") := N) %>% + # replace(is.na(.), 0) + + # features <- merge(features, feature, by="local_date", all = TRUE) } else { feature <- sms %>% group_by(local_date) @@ -53,6 +69,6 @@ base_sms_features <- function(sms, sms_type, day_segment, requested_features){ features <- merge(features, feature, by="local_date", all = TRUE) } } - + features <- features %>% mutate_at(vars(contains("countmostfrequentcontact")), list( ~ replace_na(., 0))) return(features) } \ No newline at end of file diff --git a/tests/data/external/test02 b/tests/data/external/test02 new file mode 100644 index 00000000..857a2c20 --- /dev/null +++ b/tests/data/external/test02 @@ -0,0 +1,4 @@ +7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w +ios +test02 ios +2020/01/01,2020/06/01 \ No newline at end of file diff --git a/tests/data/processed/test01/call_incoming_daily.csv b/tests/data/processed/test01/call_incoming_daily.csv index 49a6652b..f16631a0 100644 --- a/tests/data/processed/test01/call_incoming_daily.csv +++ b/tests/data/processed/test01/call_incoming_daily.csv @@ -1,2 +1,3 @@ "local_date","call_incoming_daily_count","call_incoming_daily_distinctcontacts","call_incoming_daily_meanduration","call_incoming_daily_sumduration","call_incoming_daily_minduration","call_incoming_daily_maxduration","call_incoming_daily_stdduration","call_incoming_daily_modeduration","call_incoming_daily_entropyduration","call_incoming_daily_timefirstcall","call_incoming_daily_timelastcall","call_incoming_daily_countmostfrequentcontact" "2020-06-01",10,6,976.4,9764,213,1719,465.141603289913,439,2.18820020272087,163,1331,5 +"2020-06-02",5,5,1213.2,6066,667,1719,375.767481296612,667,1.56941860966338,519,1331,1 diff --git a/tests/data/processed/test01/call_incoming_evening.csv b/tests/data/processed/test01/call_incoming_evening.csv index 02a06fae..1ec1c738 100644 --- a/tests/data/processed/test01/call_incoming_evening.csv +++ b/tests/data/processed/test01/call_incoming_evening.csv @@ -1,2 +1,3 @@ "local_date","call_incoming_evening_count","call_incoming_evening_distinctcontacts","call_incoming_evening_meanduration","call_incoming_evening_sumduration","call_incoming_evening_minduration","call_incoming_evening_maxduration","call_incoming_evening_stdduration","call_incoming_evening_modeduration","call_incoming_evening_entropyduration","call_incoming_evening_timefirstcall","call_incoming_evening_timelastcall","call_incoming_evening_countmostfrequentcontact" "2020-06-01",3,3,1366.66666666667,4100,1157,1719,306.963081384934,1157,1.08260122332248,1144,1331,1 +"2020-06-02",3,3,1366.66666666667,4100,1157,1719,306.963081384934,1157,1.08260122332248,1144,1331,1 diff --git a/tests/data/processed/test01/call_incoming_morning.csv b/tests/data/processed/test01/call_incoming_morning.csv index 9dcff7cf..bc94caa7 100644 --- a/tests/data/processed/test01/call_incoming_morning.csv +++ b/tests/data/processed/test01/call_incoming_morning.csv @@ -1,2 +1,3 @@ "local_date","call_incoming_morning_count","call_incoming_morning_distinctcontacts","call_incoming_morning_meanduration","call_incoming_morning_sumduration","call_incoming_morning_minduration","call_incoming_morning_maxduration","call_incoming_morning_stdduration","call_incoming_morning_modeduration","call_incoming_morning_entropyduration","call_incoming_morning_timefirstcall","call_incoming_morning_timelastcall","call_incoming_morning_countmostfrequentcontact" "2020-06-01",2,2,983,1966,667,1299,446.891485709898,667,0.640802774623272,519,600,1 +"2020-06-02",2,2,983,1966,667,1299,446.891485709898,667,0.640802774623272,519,600,1 diff --git a/tests/data/processed/test01/call_missed_daily.csv b/tests/data/processed/test01/call_missed_daily.csv index 90a296d7..77d7e8ee 100644 --- a/tests/data/processed/test01/call_missed_daily.csv +++ b/tests/data/processed/test01/call_missed_daily.csv @@ -1,2 +1,3 @@ "local_date","call_missed_daily_count","call_missed_daily_distinctcontacts","call_missed_daily_timefirstcall","call_missed_daily_timelastcall","call_missed_daily_countmostfrequentcontact" "2020-06-01",6,3,13,1167,4 +"2020-06-02",2,2,589,1167,1 diff --git a/tests/data/processed/test01/call_missed_evening.csv b/tests/data/processed/test01/call_missed_evening.csv index 290cf82b..c636f34c 100644 --- a/tests/data/processed/test01/call_missed_evening.csv +++ b/tests/data/processed/test01/call_missed_evening.csv @@ -1,2 +1,3 @@ "local_date","call_missed_evening_count","call_missed_evening_distinctcontacts","call_missed_evening_timefirstcall","call_missed_evening_timelastcall","call_missed_evening_countmostfrequentcontact" "2020-06-01",1,1,1167,1167,1 +"2020-06-02",1,1,1167,1167,1 diff --git a/tests/data/processed/test01/call_missed_morning.csv b/tests/data/processed/test01/call_missed_morning.csv index 6a15d565..36b37224 100644 --- a/tests/data/processed/test01/call_missed_morning.csv +++ b/tests/data/processed/test01/call_missed_morning.csv @@ -1,2 +1,3 @@ "local_date","call_missed_morning_count","call_missed_morning_distinctcontacts","call_missed_morning_timefirstcall","call_missed_morning_timelastcall","call_missed_morning_countmostfrequentcontact" "2020-06-01",1,1,589,589,1 +"2020-06-02",1,1,589,589,1 diff --git a/tests/data/processed/test01/call_outgoing_daily.csv b/tests/data/processed/test01/call_outgoing_daily.csv index 1b8782bd..fe3a2fac 100644 --- a/tests/data/processed/test01/call_outgoing_daily.csv +++ b/tests/data/processed/test01/call_outgoing_daily.csv @@ -1,2 +1,3 @@ "local_date","call_outgoing_daily_count","call_outgoing_daily_distinctcontacts","call_outgoing_daily_meanduration","call_outgoing_daily_sumduration","call_outgoing_daily_minduration","call_outgoing_daily_maxduration","call_outgoing_daily_stdduration","call_outgoing_daily_modeduration","call_outgoing_daily_entropyduration","call_outgoing_daily_timefirstcall","call_outgoing_daily_timelastcall","call_outgoing_daily_countmostfrequentcontact" "2020-06-01",8,6,1168,9344,759,1543,250.842010607702,970,2.05922274128194,172,1277,3 +"2020-06-02",5,5,1179.8,5899,759,1543,310.478179587552,1116,1.58127936063292,418,1277,1 diff --git a/tests/data/processed/test01/call_outgoing_evening.csv b/tests/data/processed/test01/call_outgoing_evening.csv index 94ab07c0..64aee2fe 100644 --- a/tests/data/processed/test01/call_outgoing_evening.csv +++ b/tests/data/processed/test01/call_outgoing_evening.csv @@ -1,2 +1,3 @@ "local_date","call_outgoing_evening_count","call_outgoing_evening_distinctcontacts","call_outgoing_evening_meanduration","call_outgoing_evening_sumduration","call_outgoing_evening_minduration","call_outgoing_evening_maxduration","call_outgoing_evening_stdduration","call_outgoing_evening_modeduration","call_outgoing_evening_entropyduration","call_outgoing_evening_timefirstcall","call_outgoing_evening_timelastcall","call_outgoing_evening_countmostfrequentcontact" "2020-06-01",2,2,1482,2964,1421,1543,86.2670273047588,1421,0.692468534923961,1156,1277,1 +"2020-06-02",2,2,1482,2964,1421,1543,86.2670273047588,1421,0.692468534923961,1156,1277,1 diff --git a/tests/data/processed/test01/call_outgoing_morning.csv b/tests/data/processed/test01/call_outgoing_morning.csv index 3c5dc871..b4a3bdf7 100644 --- a/tests/data/processed/test01/call_outgoing_morning.csv +++ b/tests/data/processed/test01/call_outgoing_morning.csv @@ -1,2 +1,3 @@ "local_date","call_outgoing_morning_count","call_outgoing_morning_distinctcontacts","call_outgoing_morning_meanduration","call_outgoing_morning_sumduration","call_outgoing_morning_minduration","call_outgoing_morning_maxduration","call_outgoing_morning_stdduration","call_outgoing_morning_modeduration","call_outgoing_morning_entropyduration","call_outgoing_morning_timefirstcall","call_outgoing_morning_timelastcall","call_outgoing_morning_countmostfrequentcontact" "2020-06-01",3,3,978.333333333333,2935,759,1116,192.000868053593,1116,1.08558305836162,418,687,1 +"2020-06-02",3,3,978.333333333333,2935,759,1116,192.000868053593,1116,1.08558305836162,418,687,1 diff --git a/tests/data/processed/test01/sms_received_daily.csv b/tests/data/processed/test01/sms_received_daily.csv index 08861016..3683c908 100644 --- a/tests/data/processed/test01/sms_received_daily.csv +++ b/tests/data/processed/test01/sms_received_daily.csv @@ -1,2 +1,3 @@ "local_date","sms_received_daily_countmostfrequentcontact","sms_received_daily_count","sms_received_daily_distinctcontacts","sms_received_daily_timefirstsms","sms_received_daily_timelastsms" "2020-05-28",7,12,6,6,1382 +"2020-05-29",3,6,4,401,1382 diff --git a/tests/data/processed/test01/sms_received_evening.csv b/tests/data/processed/test01/sms_received_evening.csv index 8e8309c9..9976fc09 100644 --- a/tests/data/processed/test01/sms_received_evening.csv +++ b/tests/data/processed/test01/sms_received_evening.csv @@ -1,2 +1,3 @@ "local_date","sms_received_evening_countmostfrequentcontact","sms_received_evening_count","sms_received_evening_distinctcontacts","sms_received_evening_timefirstsms","sms_received_evening_timelastsms" "2020-05-28",2,3,2,1173,1382 +"2020-05-29",2,3,2,1173,1382 diff --git a/tests/data/processed/test01/sms_received_morning.csv b/tests/data/processed/test01/sms_received_morning.csv index a8ee03af..dc281938 100644 --- a/tests/data/processed/test01/sms_received_morning.csv +++ b/tests/data/processed/test01/sms_received_morning.csv @@ -1,2 +1,3 @@ "local_date","sms_received_morning_countmostfrequentcontact","sms_received_morning_count","sms_received_morning_distinctcontacts","sms_received_morning_timefirstsms","sms_received_morning_timelastsms" "2020-05-28",1,3,3,401,660 +"2020-05-29",1,3,3,401,660 diff --git a/tests/data/processed/test01/sms_sent_daily.csv b/tests/data/processed/test01/sms_sent_daily.csv index 9eb6d5b8..8638ad3f 100644 --- a/tests/data/processed/test01/sms_sent_daily.csv +++ b/tests/data/processed/test01/sms_sent_daily.csv @@ -1,2 +1,3 @@ "local_date","sms_sent_daily_countmostfrequentcontact","sms_sent_daily_count","sms_sent_daily_distinctcontacts","sms_sent_daily_timefirstsms","sms_sent_daily_timelastsms" "2020-05-28",3,8,6,219,1401 +"2020-05-29",1,4,4,388,1401 diff --git a/tests/data/processed/test01/sms_sent_evening.csv b/tests/data/processed/test01/sms_sent_evening.csv index 921b7a2b..c034593c 100644 --- a/tests/data/processed/test01/sms_sent_evening.csv +++ b/tests/data/processed/test01/sms_sent_evening.csv @@ -1,2 +1,3 @@ "local_date","sms_sent_evening_countmostfrequentcontact","sms_sent_evening_count","sms_sent_evening_distinctcontacts","sms_sent_evening_timefirstsms","sms_sent_evening_timelastsms" "2020-05-28",1,2,2,1218,1401 +"2020-05-29",1,2,2,1218,1401 diff --git a/tests/data/processed/test01/sms_sent_morning.csv b/tests/data/processed/test01/sms_sent_morning.csv index 95fa0504..08719542 100644 --- a/tests/data/processed/test01/sms_sent_morning.csv +++ b/tests/data/processed/test01/sms_sent_morning.csv @@ -1,2 +1,3 @@ "local_date","sms_sent_morning_countmostfrequentcontact","sms_sent_morning_count","sms_sent_morning_distinctcontacts","sms_sent_morning_timefirstsms","sms_sent_morning_timelastsms" "2020-05-28",1,2,2,388,654 +"2020-05-29",1,2,2,388,654 diff --git a/tests/data/processed/test02/call_incoming_afternoon.csv b/tests/data/processed/test02/call_incoming_afternoon.csv new file mode 100644 index 00000000..1942e262 --- /dev/null +++ b/tests/data/processed/test02/call_incoming_afternoon.csv @@ -0,0 +1,2 @@ +"local_date","call_incoming_afternoon_count","call_incoming_afternoon_distinctcontacts","call_incoming_afternoon_meanduration","call_incoming_afternoon_sumduration","call_incoming_afternoon_minduration","call_incoming_afternoon_maxduration","call_incoming_afternoon_stdduration","call_incoming_afternoon_modeduration","call_incoming_afternoon_entropyduration","call_incoming_afternoon_timefirstcall","call_incoming_afternoon_timelastcall","call_incoming_afternoon_countmostfrequentcontact" +"2020-06-01",3,3,642.666666666667,1928,213,1053,420.333597673721,1053,0.941278069255821,753,921,1 diff --git a/tests/data/processed/test02/call_incoming_daily.csv b/tests/data/processed/test02/call_incoming_daily.csv new file mode 100644 index 00000000..00a534df --- /dev/null +++ b/tests/data/processed/test02/call_incoming_daily.csv @@ -0,0 +1,3 @@ +"local_date","call_incoming_daily_count","call_incoming_daily_distinctcontacts","call_incoming_daily_meanduration","call_incoming_daily_sumduration","call_incoming_daily_minduration","call_incoming_daily_maxduration","call_incoming_daily_stdduration","call_incoming_daily_modeduration","call_incoming_daily_entropyduration","call_incoming_daily_timefirstcall","call_incoming_daily_timelastcall","call_incoming_daily_countmostfrequentcontact" +"2020-06-01",10,10,976.4,9764,213,1719,465.141603289913,439,2.18820020272087,163,1331,1 +"2020-06-02",5,5,1213.2,6066,667,1719,375.767481296612,667,1.56941860966338,519,1331,0 diff --git a/tests/data/processed/test02/call_incoming_evening.csv b/tests/data/processed/test02/call_incoming_evening.csv new file mode 100644 index 00000000..818ccb94 --- /dev/null +++ b/tests/data/processed/test02/call_incoming_evening.csv @@ -0,0 +1,3 @@ +"local_date","call_incoming_evening_count","call_incoming_evening_distinctcontacts","call_incoming_evening_meanduration","call_incoming_evening_sumduration","call_incoming_evening_minduration","call_incoming_evening_maxduration","call_incoming_evening_stdduration","call_incoming_evening_modeduration","call_incoming_evening_entropyduration","call_incoming_evening_timefirstcall","call_incoming_evening_timelastcall","call_incoming_evening_countmostfrequentcontact" +"2020-06-01",3,3,1366.66666666667,4100,1157,1719,306.963081384934,1157,1.08260122332248,1144,1331,1 +"2020-06-02",3,3,1366.66666666667,4100,1157,1719,306.963081384934,1157,1.08260122332248,1144,1331,0 diff --git a/tests/data/processed/test02/call_incoming_morning.csv b/tests/data/processed/test02/call_incoming_morning.csv new file mode 100644 index 00000000..c4b4a799 --- /dev/null +++ b/tests/data/processed/test02/call_incoming_morning.csv @@ -0,0 +1,3 @@ +"local_date","call_incoming_morning_count","call_incoming_morning_distinctcontacts","call_incoming_morning_meanduration","call_incoming_morning_sumduration","call_incoming_morning_minduration","call_incoming_morning_maxduration","call_incoming_morning_stdduration","call_incoming_morning_modeduration","call_incoming_morning_entropyduration","call_incoming_morning_timefirstcall","call_incoming_morning_timelastcall","call_incoming_morning_countmostfrequentcontact" +"2020-06-01",2,2,983,1966,667,1299,446.891485709898,667,0.640802774623272,519,600,1 +"2020-06-02",2,2,983,1966,667,1299,446.891485709898,667,0.640802774623272,519,600,0 diff --git a/tests/data/processed/test02/call_incoming_night.csv b/tests/data/processed/test02/call_incoming_night.csv new file mode 100644 index 00000000..106480d4 --- /dev/null +++ b/tests/data/processed/test02/call_incoming_night.csv @@ -0,0 +1,2 @@ +"local_date","call_incoming_night_count","call_incoming_night_distinctcontacts","call_incoming_night_meanduration","call_incoming_night_sumduration","call_incoming_night_minduration","call_incoming_night_maxduration","call_incoming_night_stdduration","call_incoming_night_modeduration","call_incoming_night_entropyduration","call_incoming_night_timefirstcall","call_incoming_night_timelastcall","call_incoming_night_countmostfrequentcontact" +"2020-06-01",2,2,885,1770,439,1331,630.7392488184,439,0.560434787927257,163,257,1 diff --git a/tests/data/processed/test02/call_missed_afternoon.csv b/tests/data/processed/test02/call_missed_afternoon.csv new file mode 100644 index 00000000..48a33476 --- /dev/null +++ b/tests/data/processed/test02/call_missed_afternoon.csv @@ -0,0 +1,2 @@ +"local_date","call_missed_afternoon_count","call_missed_afternoon_distinctcontacts","call_missed_afternoon_timefirstcall","call_missed_afternoon_timelastcall","call_missed_afternoon_countmostfrequentcontact" +"2020-06-01",1,1,874,874,1 diff --git a/tests/data/processed/test02/call_missed_daily.csv b/tests/data/processed/test02/call_missed_daily.csv new file mode 100644 index 00000000..6001a0c3 --- /dev/null +++ b/tests/data/processed/test02/call_missed_daily.csv @@ -0,0 +1,3 @@ +"local_date","call_missed_daily_count","call_missed_daily_distinctcontacts","call_missed_daily_timefirstcall","call_missed_daily_timelastcall","call_missed_daily_countmostfrequentcontact" +"2020-06-01",6,6,13,1167,1 +"2020-06-02",2,2,589,1167,0 diff --git a/tests/data/processed/test02/call_missed_evening.csv b/tests/data/processed/test02/call_missed_evening.csv new file mode 100644 index 00000000..b45270a5 --- /dev/null +++ b/tests/data/processed/test02/call_missed_evening.csv @@ -0,0 +1,3 @@ +"local_date","call_missed_evening_count","call_missed_evening_distinctcontacts","call_missed_evening_timefirstcall","call_missed_evening_timelastcall","call_missed_evening_countmostfrequentcontact" +"2020-06-01",1,1,1167,1167,1 +"2020-06-02",1,1,1167,1167,0 diff --git a/tests/data/processed/test02/call_missed_morning.csv b/tests/data/processed/test02/call_missed_morning.csv new file mode 100644 index 00000000..4d35ed4b --- /dev/null +++ b/tests/data/processed/test02/call_missed_morning.csv @@ -0,0 +1,3 @@ +"local_date","call_missed_morning_count","call_missed_morning_distinctcontacts","call_missed_morning_timefirstcall","call_missed_morning_timelastcall","call_missed_morning_countmostfrequentcontact" +"2020-06-01",1,1,589,589,1 +"2020-06-02",1,1,589,589,0 diff --git a/tests/data/processed/test02/call_missed_night.csv b/tests/data/processed/test02/call_missed_night.csv new file mode 100644 index 00000000..0b9d8859 --- /dev/null +++ b/tests/data/processed/test02/call_missed_night.csv @@ -0,0 +1,2 @@ +"local_date","call_missed_night_count","call_missed_night_distinctcontacts","call_missed_night_timefirstcall","call_missed_night_timelastcall","call_missed_night_countmostfrequentcontact" +"2020-06-01",3,3,13,257,1 diff --git a/tests/data/processed/test02/call_outgoing_afternoon.csv b/tests/data/processed/test02/call_outgoing_afternoon.csv new file mode 100644 index 00000000..0e8c6fa1 --- /dev/null +++ b/tests/data/processed/test02/call_outgoing_afternoon.csv @@ -0,0 +1,2 @@ +"local_date","call_outgoing_afternoon_count","call_outgoing_afternoon_distinctcontacts","call_outgoing_afternoon_meanduration","call_outgoing_afternoon_sumduration","call_outgoing_afternoon_minduration","call_outgoing_afternoon_maxduration","call_outgoing_afternoon_stdduration","call_outgoing_afternoon_modeduration","call_outgoing_afternoon_entropyduration","call_outgoing_afternoon_timefirstcall","call_outgoing_afternoon_timelastcall","call_outgoing_afternoon_countmostfrequentcontact" +"2020-06-01",2,2,1237.5,2475,1186,1289,72.8319984622144,1289,0.692482998176928,869,1051,1 diff --git a/tests/data/processed/test02/call_outgoing_daily.csv b/tests/data/processed/test02/call_outgoing_daily.csv new file mode 100644 index 00000000..90f487fb --- /dev/null +++ b/tests/data/processed/test02/call_outgoing_daily.csv @@ -0,0 +1,3 @@ +"local_date","call_outgoing_daily_count","call_outgoing_daily_distinctcontacts","call_outgoing_daily_meanduration","call_outgoing_daily_sumduration","call_outgoing_daily_minduration","call_outgoing_daily_maxduration","call_outgoing_daily_stdduration","call_outgoing_daily_modeduration","call_outgoing_daily_entropyduration","call_outgoing_daily_timefirstcall","call_outgoing_daily_timelastcall","call_outgoing_daily_countmostfrequentcontact" +"2020-06-01",8,8,1168,9344,759,1543,250.842010607702,970,2.05922274128194,172,1277,1 +"2020-06-02",5,5,1179.8,5899,759,1543,310.478179587552,1116,1.58127936063292,418,1277,0 diff --git a/tests/data/processed/test02/call_outgoing_evening.csv b/tests/data/processed/test02/call_outgoing_evening.csv new file mode 100644 index 00000000..5f5daeec --- /dev/null +++ b/tests/data/processed/test02/call_outgoing_evening.csv @@ -0,0 +1,3 @@ +"local_date","call_outgoing_evening_count","call_outgoing_evening_distinctcontacts","call_outgoing_evening_meanduration","call_outgoing_evening_sumduration","call_outgoing_evening_minduration","call_outgoing_evening_maxduration","call_outgoing_evening_stdduration","call_outgoing_evening_modeduration","call_outgoing_evening_entropyduration","call_outgoing_evening_timefirstcall","call_outgoing_evening_timelastcall","call_outgoing_evening_countmostfrequentcontact" +"2020-06-01",2,2,1482,2964,1421,1543,86.2670273047588,1421,0.692468534923961,1156,1277,1 +"2020-06-02",2,2,1482,2964,1421,1543,86.2670273047588,1421,0.692468534923961,1156,1277,0 diff --git a/tests/data/processed/test02/call_outgoing_morning.csv b/tests/data/processed/test02/call_outgoing_morning.csv new file mode 100644 index 00000000..9c4d53b8 --- /dev/null +++ b/tests/data/processed/test02/call_outgoing_morning.csv @@ -0,0 +1,3 @@ +"local_date","call_outgoing_morning_count","call_outgoing_morning_distinctcontacts","call_outgoing_morning_meanduration","call_outgoing_morning_sumduration","call_outgoing_morning_minduration","call_outgoing_morning_maxduration","call_outgoing_morning_stdduration","call_outgoing_morning_modeduration","call_outgoing_morning_entropyduration","call_outgoing_morning_timefirstcall","call_outgoing_morning_timelastcall","call_outgoing_morning_countmostfrequentcontact" +"2020-06-01",3,3,978.333333333333,2935,759,1116,192.000868053593,1116,1.08558305836162,418,687,1 +"2020-06-02",3,3,978.333333333333,2935,759,1116,192.000868053593,1116,1.08558305836162,418,687,0 diff --git a/tests/data/processed/test02/call_outgoing_night.csv b/tests/data/processed/test02/call_outgoing_night.csv new file mode 100644 index 00000000..cb0303cb --- /dev/null +++ b/tests/data/processed/test02/call_outgoing_night.csv @@ -0,0 +1,2 @@ +"local_date","call_outgoing_night_count","call_outgoing_night_distinctcontacts","call_outgoing_night_meanduration","call_outgoing_night_sumduration","call_outgoing_night_minduration","call_outgoing_night_maxduration","call_outgoing_night_stdduration","call_outgoing_night_modeduration","call_outgoing_night_entropyduration","call_outgoing_night_timefirstcall","call_outgoing_night_timelastcall","call_outgoing_night_countmostfrequentcontact" +"2020-06-01",1,1,970,970,970,970,NA,970,0,172,172,1 diff --git a/tests/data/processed/test02/screen_afternoon.csv b/tests/data/processed/test02/screen_afternoon.csv new file mode 100644 index 00000000..89d5e63d --- /dev/null +++ b/tests/data/processed/test02/screen_afternoon.csv @@ -0,0 +1,2 @@ +local_date,screen_afternoon_countepisodeunlock,screen_afternoon_episodepersensedminutesunlock,screen_afternoon_sumdurationunlock,screen_afternoon_maxdurationunlock,screen_afternoon_mindurationunlock,screen_afternoon_avgdurationunlock,screen_afternoon_stddurationunlock,screen_afternoon_firstuseafter00unlock +2020-06-01,3,0.05,30.09043333333333,12.55,8.533333333333333,10.030144444444444,2.1950780690579683,43200 diff --git a/tests/data/processed/test02/screen_daily.csv b/tests/data/processed/test02/screen_daily.csv new file mode 100644 index 00000000..03085d9b --- /dev/null +++ b/tests/data/processed/test02/screen_daily.csv @@ -0,0 +1,2 @@ +local_date,screen_daily_countepisodeunlock,screen_daily_episodepersensedminutesunlock,screen_daily_sumdurationunlock,screen_daily_maxdurationunlock,screen_daily_mindurationunlock,screen_daily_avgdurationunlock,screen_daily_stddurationunlock,screen_daily_firstuseafter00unlock +2020-06-01,7,0.029166666666666667,94.6528166666666,21.6598833333333,6.00145,13.521830952380942,6.189885966253717,10230 diff --git a/tests/data/processed/test02/screen_deltas.csv b/tests/data/processed/test02/screen_deltas.csv new file mode 100644 index 00000000..7cdedb62 --- /dev/null +++ b/tests/data/processed/test02/screen_deltas.csv @@ -0,0 +1,8 @@ +"episode_id","episode","screen_sequence","time_diff","local_start_date_time","local_end_date_time","local_start_date","local_end_date","local_start_day_segment","local_end_day_segment" +2,"unlock","3, 2",6.00145,"2020-06-01 02:50:30","2020-06-01 02:56:30","2020-06-01","2020-06-01","night","night" +4,"unlock","3, 2",6.9984,"2020-06-01 05:56:51","2020-06-01 06:03:51","2020-06-01","2020-06-01","night","morning" +6,"unlock","3, 2",21.6598833333333,"2020-06-01 10:00:24","2020-06-01 10:22:04","2020-06-01","2020-06-01","morning","morning" +8,"unlock","3, 2",15.00205,"2020-06-01 11:57:33","2020-06-01 12:12:33","2020-06-01","2020-06-01","morning","afternoon" +10,"unlock","3, 2",9.0071,"2020-06-01 14:51:02","2020-06-01 15:00:02","2020-06-01","2020-06-01","afternoon","afternoon" +12,"unlock","3, 2",16.98925,"2020-06-01 17:51:27","2020-06-01 18:08:26","2020-06-01","2020-06-01","afternoon","evening" +14,"unlock","3, 2",18.9946833333333,"2020-06-01 20:42:58","2020-06-01 21:01:58","2020-06-01","2020-06-01","evening","evening" diff --git a/tests/data/processed/test02/screen_evening.csv b/tests/data/processed/test02/screen_evening.csv new file mode 100644 index 00000000..4fdb2bbd --- /dev/null +++ b/tests/data/processed/test02/screen_evening.csv @@ -0,0 +1,2 @@ +local_date,screen_evening_countepisodeunlock,screen_evening_episodepersensedminutesunlock,screen_evening_sumdurationunlock,screen_evening_maxdurationunlock,screen_evening_mindurationunlock,screen_evening_avgdurationunlock,screen_evening_stddurationunlock,screen_evening_firstuseafter00unlock +2020-06-01,2,0.02857142857142857,27.428016666666636,18.994683333333302,8.433333333333334,13.714008333333318,7.468002203484522,64800 diff --git a/tests/data/processed/test02/screen_morning.csv b/tests/data/processed/test02/screen_morning.csv new file mode 100644 index 00000000..715ea281 --- /dev/null +++ b/tests/data/processed/test02/screen_morning.csv @@ -0,0 +1,2 @@ +local_date,screen_morning_countepisodeunlock,screen_morning_episodepersensedminutesunlock,screen_morning_sumdurationunlock,screen_morning_maxdurationunlock,screen_morning_mindurationunlock,screen_morning_avgdurationunlock,screen_morning_stddurationunlock,screen_morning_firstuseafter00unlock +2020-06-01,3,0.046153846153846156,27.943216666666636,21.6598833333333,2.433333333333333,9.314405555555545,10.714935943920263,21600 diff --git a/tests/data/processed/test02/screen_night.csv b/tests/data/processed/test02/screen_night.csv new file mode 100644 index 00000000..ffc21f93 --- /dev/null +++ b/tests/data/processed/test02/screen_night.csv @@ -0,0 +1,2 @@ +local_date,screen_night_countepisodeunlock,screen_night_episodepersensedminutesunlock,screen_night_sumdurationunlock,screen_night_maxdurationunlock,screen_night_mindurationunlock,screen_night_avgdurationunlock,screen_night_stddurationunlock,screen_night_firstuseafter00unlock +2020-06-01,2,0.044444444444444446,9.134783333333333,6.00145,3.1333333333333333,4.5673916666666665,2.0280647442341566,10230 diff --git a/tests/data/processed/test02/sms_received_afternoon.csv b/tests/data/processed/test02/sms_received_afternoon.csv new file mode 100644 index 00000000..ef130628 --- /dev/null +++ b/tests/data/processed/test02/sms_received_afternoon.csv @@ -0,0 +1,2 @@ +"local_date","sms_received_afternoon_countmostfrequentcontact","sms_received_afternoon_count","sms_received_afternoon_distinctcontacts","sms_received_afternoon_timefirstsms","sms_received_afternoon_timelastsms" +"2020-05-28",1,2,2,830,949 diff --git a/tests/data/processed/test02/sms_received_daily.csv b/tests/data/processed/test02/sms_received_daily.csv new file mode 100644 index 00000000..556f361b --- /dev/null +++ b/tests/data/processed/test02/sms_received_daily.csv @@ -0,0 +1,3 @@ +"local_date","sms_received_daily_countmostfrequentcontact","sms_received_daily_count","sms_received_daily_distinctcontacts","sms_received_daily_timefirstsms","sms_received_daily_timelastsms" +"2020-05-28",1,12,12,6,1382 +"2020-05-29",0,6,6,401,1382 diff --git a/tests/data/processed/test02/sms_received_evening.csv b/tests/data/processed/test02/sms_received_evening.csv new file mode 100644 index 00000000..691965d1 --- /dev/null +++ b/tests/data/processed/test02/sms_received_evening.csv @@ -0,0 +1,3 @@ +"local_date","sms_received_evening_countmostfrequentcontact","sms_received_evening_count","sms_received_evening_distinctcontacts","sms_received_evening_timefirstsms","sms_received_evening_timelastsms" +"2020-05-28",1,3,3,1173,1382 +"2020-05-29",0,3,3,1173,1382 diff --git a/tests/data/processed/test02/sms_received_morning.csv b/tests/data/processed/test02/sms_received_morning.csv new file mode 100644 index 00000000..23140211 --- /dev/null +++ b/tests/data/processed/test02/sms_received_morning.csv @@ -0,0 +1,3 @@ +"local_date","sms_received_morning_countmostfrequentcontact","sms_received_morning_count","sms_received_morning_distinctcontacts","sms_received_morning_timefirstsms","sms_received_morning_timelastsms" +"2020-05-28",1,3,3,401,660 +"2020-05-29",0,3,3,401,660 diff --git a/tests/data/processed/test02/sms_received_night.csv b/tests/data/processed/test02/sms_received_night.csv new file mode 100644 index 00000000..36f3809d --- /dev/null +++ b/tests/data/processed/test02/sms_received_night.csv @@ -0,0 +1,2 @@ +"local_date","sms_received_night_countmostfrequentcontact","sms_received_night_count","sms_received_night_distinctcontacts","sms_received_night_timefirstsms","sms_received_night_timelastsms" +"2020-05-28",1,4,4,6,312 diff --git a/tests/data/processed/test02/sms_sent_afternoon.csv b/tests/data/processed/test02/sms_sent_afternoon.csv new file mode 100644 index 00000000..96e4a9d9 --- /dev/null +++ b/tests/data/processed/test02/sms_sent_afternoon.csv @@ -0,0 +1,2 @@ +"local_date","sms_sent_afternoon_countmostfrequentcontact","sms_sent_afternoon_count","sms_sent_afternoon_distinctcontacts","sms_sent_afternoon_timefirstsms","sms_sent_afternoon_timelastsms" +"2020-05-28",1,3,3,722,979 diff --git a/tests/data/processed/test02/sms_sent_daily.csv b/tests/data/processed/test02/sms_sent_daily.csv new file mode 100644 index 00000000..0e446cec --- /dev/null +++ b/tests/data/processed/test02/sms_sent_daily.csv @@ -0,0 +1,3 @@ +"local_date","sms_sent_daily_countmostfrequentcontact","sms_sent_daily_count","sms_sent_daily_distinctcontacts","sms_sent_daily_timefirstsms","sms_sent_daily_timelastsms" +"2020-05-28",1,8,8,219,1401 +"2020-05-29",0,4,4,388,1401 diff --git a/tests/data/processed/test02/sms_sent_evening.csv b/tests/data/processed/test02/sms_sent_evening.csv new file mode 100644 index 00000000..4195852f --- /dev/null +++ b/tests/data/processed/test02/sms_sent_evening.csv @@ -0,0 +1,3 @@ +"local_date","sms_sent_evening_countmostfrequentcontact","sms_sent_evening_count","sms_sent_evening_distinctcontacts","sms_sent_evening_timefirstsms","sms_sent_evening_timelastsms" +"2020-05-28",1,2,2,1218,1401 +"2020-05-29",0,2,2,1218,1401 diff --git a/tests/data/processed/test02/sms_sent_morning.csv b/tests/data/processed/test02/sms_sent_morning.csv new file mode 100644 index 00000000..db650744 --- /dev/null +++ b/tests/data/processed/test02/sms_sent_morning.csv @@ -0,0 +1,3 @@ +"local_date","sms_sent_morning_countmostfrequentcontact","sms_sent_morning_count","sms_sent_morning_distinctcontacts","sms_sent_morning_timefirstsms","sms_sent_morning_timelastsms" +"2020-05-28",1,2,2,388,654 +"2020-05-29",0,2,2,388,654 diff --git a/tests/data/processed/test02/sms_sent_night.csv b/tests/data/processed/test02/sms_sent_night.csv new file mode 100644 index 00000000..92ef2e04 --- /dev/null +++ b/tests/data/processed/test02/sms_sent_night.csv @@ -0,0 +1,2 @@ +"local_date","sms_sent_night_countmostfrequentcontact","sms_sent_night_count","sms_sent_night_distinctcontacts","sms_sent_night_timefirstsms","sms_sent_night_timelastsms" +"2020-05-28",1,1,1,219,219 diff --git a/tests/data/raw/test01/calls_raw.csv b/tests/data/raw/test01/calls_raw.csv index 73be7e5b..c2f112b4 100644 --- a/tests/data/raw/test01/calls_raw.csv +++ b/tests/data/raw/test01/calls_raw.csv @@ -22,4 +22,16 @@ timestamp,device_id,call_type,call_duration,trace 1590999462000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,1331,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP 1590994337000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,970,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP 1590999471000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,3,0,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP -1590993791000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,439,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP \ No newline at end of file +1590993791000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,439,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP +1591106425000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,1299,OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5 +1591105765000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,3,0,OwyykjwekUUwhaCHEODWV5lZICBzdyLPnTE2wVL5 +1591095525000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,1116,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP +1591101177000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,1060,cnUUS8QfrJ16VB6cakgg7IBWGP2OFzpJ7xlBAG8S +1591111670000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,759,1RgyLrcxRB4kPDTpszr6ocy2qtxvtyoTGl1WltUF +1591101594000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,667,JGtSHqWU2rTwJsHNzFiAzHUNHHYLYNUKjrGmB7G4 +1591139091000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,1157,jVa0Xjl53p52AStkexUSNzJYHgcDihBWFeBmsAzr +1591143259000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,1719,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP +1591139798000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,1421,YTCSxqJMuECsKhqaTr6uH8xd5qIKNpGCJGvv9W0y +1591150306000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,1,1224,ekgS3LcK86nxkl3O9jzA3BWU5tJMiYHPbRsdHS2P +1591147037000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,2,1543,TjnOnOjHqcE2q2yzzwfcFoZfaIKN6VylfqkD0Zk7 +1591140446000,e64uobDo-xNh0-KxYR-UWgR-utH2eyav204r,3,0,ciXg3DYB9bzl0KXxPcvxi50Z4NqSk0WVf7dLniNP \ No newline at end of file diff --git a/tests/data/raw/test01/messages_raw.csv b/tests/data/raw/test01/messages_raw.csv index a609b5eb..0891eebf 100644 --- a/tests/data/raw/test01/messages_raw.csv +++ b/tests/data/raw/test01/messages_raw.csv @@ -18,4 +18,14 @@ timestamp,device_id,message_type,trace 1590643557000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr 1590651560000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr 1590649392000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr -1590638774000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr \ No newline at end of file +1590638774000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr +1590764431000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,t00s6SCQrraJw1jlkwAFTSiyAISkMPmzngCL7fbZ +1590749105000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,FoQBWR2r8GS4WmuEKIvcEkJbxskbYg6VOsbLU1Wr +1590748918000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr +1590764050000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,vfnqxPLJGjCrsPSKkST0iqRia6UwWLfNFAHWaXRs +1590748134000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,SFkNCC6I3SlHwtvvetmzh3hYpAmXwHGcxyoC2RGr +1590795228000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,1,Wk15QDFjeGCKI5CVxw2bkjsacmjsjwsHweZuo0Om +1590808862000,wYESbVwI-4GfR-G5I6-7iKL-tOmCKs02MBun,2,Wk15QDFjeGCKI5CVxw2bkjsacmjsjwsHweZuo0Om 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00000000..513e9674 --- /dev/null +++ b/tests/data/raw/test02/screen_raw.csv @@ -0,0 +1,15 @@ +timestamp,device_id,screen_status +1590994230688,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,3 +1590994590775,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,2 +1591005411795,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,3 +1591005831699,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,2 +1591020024938,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,3 +1591021324531,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,2 +1591027053831,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,3 +1591027953954,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,2 +1591037462512,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,3 +1591038002938,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,2 +1591048287050,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,3 +1591049306405,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,2 +1591058578811,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,3 +1591059718492,7yKzcQm4-xKTC-0bhC-PZXC-3jAbRIXOsf5w,2 \ No newline at end of file diff --git a/tests/settings/config.yaml b/tests/settings/config.yaml index 5906bb65..abf0c9cd 100644 --- a/tests/settings/config.yaml +++ b/tests/settings/config.yaml @@ -2,4 +2,4 @@ directory: ./ configfile: ./tests/settings/testing_config.yaml snakefile: ./tests/Snakefile cores: 1 -forcerun: [sms_features, call_features, screen_features] +forcerun: [sms_features, call_features, screen_features] \ No newline at end of file diff --git a/tests/settings/testing_config.yaml b/tests/settings/testing_config.yaml index 86532e59..982ec41b 100644 --- a/tests/settings/testing_config.yaml +++ b/tests/settings/testing_config.yaml @@ -1,10 +1,11 @@ # Valid database table name SENSORS: [messages, calls, screen] +#SENSORS: [calls] # Test Participant data to include in the unit testing # You must create a file for each participant # named pXXX containing their device_id -PIDS: [test01] +PIDS: [test01, test02] # Global var with common day segments DAY_SEGMENTS: &day_segments