#### CODE TO LOAD & TABLE-LEVEL QA STAGE.MCARE_DME_LINE
# Eli Kern, PHSKC (APDE)
#
# 2019-12
### Run from master_mcare_full_union script
# https://github.com/PHSKC-APDE/claims_data/blob/main/claims_db/db_loader/mcare/master_mcare_full_union.R
#### Load script ####
load_stage.mcare_dme_line_f <- function() {
### Run SQL query
odbc::dbGetQuery(db_claims, glue::glue_sql(
"--Code to load data to stage.mcare_dme_line
--Union of single-year files
--Eli Kern (PHSKC-APDE)
--2019-12
--Run time: 1 min
------------------
-------------------
--Shuva Dawadi
--2/10/2020
--added 2017 data codeblock
insert into PHClaims.stage.mcare_dme_line_load with (tablock)
--2015 data
select
--top 100
bene_id as id_mcare
,clm_id as claim_header_id
,line_num as claim_line_id
,line_cms_type_srvc_cd as type_of_service
,line_place_of_srvc_cd as place_of_service_code
,hcpcs_cd as procedure_code_hcpcs
,hcpcs_1st_mdfr_cd as procedure_code_hcps_modifier_1
,hcpcs_2nd_mdfr_cd as procedure_code_hcps_modifier_2
,hcpcs_3rd_mdfr_cd as procedure_code_hcps_modifier_3
,hcpcs_4th_mdfr_cd as procedure_code_hcps_modifier_4
,betos_cd as procedure_code_betos
,prvdr_npi as provider_supplier_npi
,getdate() as last_run
from PHClaims.load_raw.mcare_dme_line_k_15
--2016 data
union
select
--top 100
bene_id as id_mcare
,clm_id as claim_header_id
,line_num as claim_line_id
,line_cms_type_srvc_cd as type_of_service
,line_place_of_srvc_cd as place_of_service_code
,hcpcs_cd as procedure_code_hcpcs
,hcpcs_1st_mdfr_cd as procedure_code_hcps_modifier_1
,hcpcs_2nd_mdfr_cd as procedure_code_hcps_modifier_2
,hcpcs_3rd_mdfr_cd as procedure_code_hcps_modifier_3
,hcpcs_4th_mdfr_cd as procedure_code_hcps_modifier_4
,betos_cd as procedure_code_betos
,prvdr_npi as provider_supplier_npi
,getdate() as last_run
from PHClaims.load_raw.mcare_dme_line_k_16
--2017 data
union
select
--top 100
bene_id as id_mcare
,clm_id as claim_header_id
,line_num as claim_line_id
,line_cms_type_srvc_cd as type_of_service
,line_place_of_srvc_cd as place_of_service_code
,hcpcs_cd as procedure_code_hcpcs
,hcpcs_1st_mdfr_cd as procedure_code_hcps_modifier_1
,hcpcs_2nd_mdfr_cd as procedure_code_hcps_modifier_2
,hcpcs_3rd_mdfr_cd as procedure_code_hcps_modifier_3
,hcpcs_4th_mdfr_cd as procedure_code_hcps_modifier_4
,betos_cd as procedure_code_betos
,prvdr_npi as provider_supplier_npi
,getdate() as last_run
from PHClaims.load_raw.mcare_dme_line_k_17;",
.con = db_claims))
}
#### Table-level QA script ####
qa_stage.mcare_dme_line_qa_f <- function() {
#load expected counts from YAML file
table_config <- yaml::yaml.load(httr::GET(config_url))
#confirm that row counts match expected
row_sum_union <- dbGetQuery(conn = db_claims, glue_sql(
"select count(*) as qa from PHClaims.stage.mcare_dme_line_load;",
.con = db_claims))
if(table_config$row_count_expected == row_sum_union$qa) {
print("row sums match")
}
if(table_config$row_count_expected < row_sum_union$qa) {
print(paste0("union row sum more, single-year sum: ", table_config$row_count_expected, " , union sum: ", row_sum_union$qa))
}
if(table_config$row_count_expected > row_sum_union$qa) {
print(paste0("union row sum less, single-year sum: ", table_config$row_count_expected, " , union sum: ", row_sum_union$qa))
}
#confirm that col count matches expected
col_count <- dbGetQuery(conn = db_claims, glue_sql(
" select count(*) as col_cnt
from information_schema.columns
where table_catalog = 'PHClaims' -- the database
and table_schema = 'stage'
and table_name = 'mcare_' + 'dme_line_load';",
.con = db_claims))
if(table_config$col_count_expected == col_count$col_cnt) {
print("col count matches expected")
} else {
print("col count does not match!!")
}
}
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