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December 18, 2020 02:02
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examples of sql in R
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sql_string_value <- function(value) { | |
return(ifelse(is.null(value) | is.na(value),"''", paste0("'", gsub("'", "", value), "'"))) | |
} | |
sql_timestamp_value <- function(value) { | |
return(paste0("date(timestamp'", value, "')")) | |
} | |
sql_numeric_value <- function(value) { | |
return(ifelse(is.null(value) | is.na(value), '0', value)) | |
} | |
build_insert_into_sql_chunks <- function(dataframes, table_name, chunk_size, opts) { | |
df_names = names(dataframes) | |
begin_stmt = paste( | |
"INSERT INTO", table_name, | |
"(", paste0(df_names, collapse = ','), ")", | |
"VALUES" | |
) | |
classes = sapply(dataframes, class) | |
# print(classes) | |
n_rows = nrow(dataframes) | |
insert_values = c() | |
insert_stmt = c() | |
for(n in 1:n_rows) { | |
values = c() | |
for(field_name in df_names) { | |
if (opts["timestamp_field"] == field_name) { | |
values = c(values, sql_timestamp_value(dataframes[[field_name]][n])) | |
} else if (classes[field_name] == "character") { | |
values = c(values, sql_string_value(dataframes[[field_name]][n])) | |
} else if (classes[field_name] == "numeric") { | |
values = c(values, sql_numeric_value(dataframes[[field_name]][n])) | |
} else { | |
values = c(values, sql_string_value(dataframes[[field_name]][n])) | |
} | |
} | |
insert_value = paste0( | |
"(", paste(values, collapse=','), ")" | |
) | |
insert_values = c(insert_values, insert_value) | |
if ((n %% chunk_size == 0) | n == n_rows) { | |
values = paste0(insert_values, collapse=",") | |
chunk = paste0(begin_stmt, " ", values) | |
insert_stmt = c(insert_stmt, chunk) | |
insert_values = c() | |
} | |
} | |
return(insert_stmt) | |
} |
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