Created
February 28, 2019 20:44
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Binning Columns in Remote Tables: make rquery join function
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.make_db_rquery_join_fn <- function(data, tbl_cuts, db=db, column_to_cut = 'column_to_cut'){ | |
# test rquery connection options | |
dbopts <- rquery::rq_connection_tests(db) | |
# create rquery option connection | |
rqdb <- rquery::rquery_db_info(connection = db, | |
is_dbi = TRUE, | |
connection_options = dbopts) | |
bin_choices <- data %.>% | |
rquery::select_columns(., c("id", as.character(column_to_cut), 'k_dummy')) %.>% | |
rquery::natural_join(., tbl_cuts, jointype = "LEFT", by = 'k_dummy') %.>% | |
rquery::select_rows_se(., qe(cut >= column_to_cut)) %.>% | |
rquery::project(., groupby = "id", cut_ = min(cut)) | |
annotation_ops <- rquery::natural_join(data, bin_choices, jointype = "LEFT", by = "id") | |
FUN = function(){ | |
# oprtation will function as long as table and column names are the same | |
# it's even database agnostic | |
rquery::materialize(db = rqdb, optree = annotation_ops) | |
} | |
return(FUN) | |
} |
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