Add a function to pull start and end datetimes.
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3acf6ece14
commit
c1f56c61e8
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@ -134,7 +134,7 @@ pull_participants_ids <- function(stream_parameters, usernames, participants_con
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}
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#' @description
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#' Gets participants' IDs for specified usernames.
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#' Gets participants' IDs for specified participant IDs
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#'
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#' @param stream_parameters The PHONE_DATA_STREAMS key in config.yaml. If you need specific parameters add them there.
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#' @param participants_ids A vector of numeric participant IDs
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@ -142,6 +142,7 @@ pull_participants_ids <- function(stream_parameters, usernames, participants_con
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#' @return A dataframe with a row matching each distinct device ID with a participant ID
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pull_participants_device_ids <- function(stream_parameters, participants_ids, device_id_container) {
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dbEngine <- get_db_engine(stream_parameters$DATABASE_GROUP)
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query_device_id <- tbl(dbEngine, device_id_container) %>%
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filter(participant_id %in% !!participants_ids) %>%
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@ -160,4 +161,46 @@ pull_participants_device_ids <- function(stream_parameters, participants_ids, de
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return(device_ids)
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}
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#' @description
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#' Gets start and end datetimes for specified participant IDs.
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#'
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#' @param stream_parameters The PHONE_DATA_STREAMS key in config.yaml. If you need specific parameters add them there.
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#' @param participants_ids A vector of numeric participant IDs
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#' @param start_end_date_container The name of the database table which will be used to determine when a participant started and ended their participation. Briefing and debriefing EMAs can be meaningfully used here.
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#' @return A dataframe relating participant IDs with their start and end datetimes.
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pull_participants_start_end_dates <- function(stream_parameters, participants_ids, start_end_date_container) {
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dbEngine <- get_db_engine(stream_parameters$DATABASE_GROUP)
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query_timestamps <- tbl(dbEngine, start_end_date_container) %>%
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filter(
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participant_id %in% !!participant_data$id,
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double_esm_user_answer_timestamp > 0
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) %>%
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group_by(participant_id) %>%
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summarise(
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timestamp_min = min(double_esm_user_answer_timestamp, na.rm = TRUE),
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timestamp_max = max(double_esm_user_answer_timestamp, na.rm = TRUE)
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) %>%
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select(participant_id, timestamp_min, timestamp_max)
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message(paste0("Executing the following query to get the starting and ending datetimes: \n", sql_render(query_timestamps)))
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start_end_timestamps <- query_timestamps %>% collect()
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if(nrow(start_end_timestamps) == 0)
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warning(paste("We could not find datetimes for requested participant IDs (", participants_ids, ") in ", device_id_container))
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start_end_times <- start_end_timestamps %>%
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mutate(
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datetime_start = as_datetime(timestamp_min/1000, tz = "UTC"),
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datetime_end = as_datetime(timestamp_max/1000, tz = "UTC")
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) %>%
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select(-c(timestamp_min, timestamp_max))
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dbDisconnect(dbEngine)
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return(start_end_times)
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}
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