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join.cpp
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#include "pch.h"
#include <dplyr/main.h>
#include <tools/encoding.h>
#include <tools/SymbolString.h>
#include <dplyr/visitors/join/JoinVisitorImpl.h>
#include <dplyr/symbols.h>
namespace dplyr {
inline bool is_bare_vector(SEXP x) {
SEXP att = ATTRIB(x);
// only allow R_Names. as in R's do_isvector
while (att != R_NilValue) {
SEXP tag = TAG(att);
if (!(tag == R_NamesSymbol || tag == symbols::comment)) return false;
att = CDR(att);
}
return true;
}
void warn_bad_var(const SymbolString& var_left, const SymbolString& var_right,
std::string message, bool warn = true) {
if (!warn)
return;
if (var_left == var_right) {
std::string var_utf8 = var_left.get_utf8_cstring();
Rf_warningcall(
R_NilValue,
"Column `%s` %s",
var_utf8.c_str(),
message.c_str()
);
} else {
std::string left_utf8 = var_left.get_utf8_cstring();
std::string right_utf8 = var_right.get_utf8_cstring();
Rf_warningcall(
R_NilValue,
"Column `%s`/`%s` %s",
left_utf8.c_str(),
right_utf8.c_str(),
message.c_str()
);
}
}
void check_attribute_compatibility(const Column& left, const Column& right) {
// Rely on R function based on all.equal
static Rcpp::Function attr_equal = Rcpp::Function("attr_equal", Rcpp::Environment::namespace_env("dplyr"));
Rcpp::Shield<SEXP> s_ok(attr_equal(left.get_data(), right.get_data()));
if (!Rcpp::as<bool>(s_ok)) {
warn_bad_var(left.get_name(), right.get_name(), "has different attributes on LHS and RHS of join");
}
}
template <int LHS_RTYPE, bool ACCEPT_NA_MATCH>
JoinVisitor* date_join_visitor_right(const Column& left, const Column& right) {
switch (TYPEOF(right.get_data())) {
case INTSXP:
return new DateJoinVisitor<LHS_RTYPE, INTSXP, ACCEPT_NA_MATCH>(left, right);
case REALSXP:
return new DateJoinVisitor<LHS_RTYPE, REALSXP, ACCEPT_NA_MATCH>(left, right);
default:
Rcpp::stop("Date objects should be represented as integer or numeric");
}
}
template <bool ACCEPT_NA_MATCH>
JoinVisitor* date_join_visitor(const Column& left, const Column& right) {
switch (TYPEOF(left.get_data())) {
case INTSXP:
return date_join_visitor_right<INTSXP, ACCEPT_NA_MATCH>(left, right);
case REALSXP:
return date_join_visitor_right<REALSXP, ACCEPT_NA_MATCH>(left, right);
default:
Rcpp::stop("Date objects should be represented as integer or numeric");
}
}
template <bool ACCEPT_NA_MATCH>
JoinVisitor* join_visitor(const Column& left, const Column& right, bool warn_) {
// handle Date separately
bool lhs_date = Rf_inherits(left.get_data(), "Date");
bool rhs_date = Rf_inherits(right.get_data(), "Date");
switch (lhs_date + rhs_date) {
case 2:
return date_join_visitor<ACCEPT_NA_MATCH>(left, right);
case 1:
Rcpp::stop("cannot join a Date object with an object that is not a Date object");
case 0:
break;
default:
break;
}
bool lhs_time = Rf_inherits(left.get_data(), "POSIXct");
bool rhs_time = Rf_inherits(right.get_data(), "POSIXct");
switch (lhs_time + rhs_time) {
case 2:
return new POSIXctJoinVisitor<ACCEPT_NA_MATCH>(left, right);
case 1:
Rcpp::stop("cannot join a POSIXct object with an object that is not a POSIXct object");
case 0:
break;
default:
break;
}
switch (TYPEOF(left.get_data())) {
case CPLXSXP:
{
switch (TYPEOF(right.get_data())) {
case CPLXSXP:
return new JoinVisitorImpl<CPLXSXP, CPLXSXP, ACCEPT_NA_MATCH>(left, right, warn_);
default:
break;
}
break;
}
case INTSXP:
{
bool lhs_factor = Rf_inherits(left.get_data(), "factor");
switch (TYPEOF(right.get_data())) {
case INTSXP:
{
bool rhs_factor = Rf_inherits(right.get_data(), "factor");
if (lhs_factor && rhs_factor) {
if (same_levels(left.get_data(), right.get_data())) {
return new JoinVisitorImpl<INTSXP, INTSXP, ACCEPT_NA_MATCH>(left, right, warn_);
} else {
warn_bad_var(
left.get_name(), right.get_name(),
"joining factors with different levels, coercing to character vector",
warn_
);
return
new JoinVisitorImpl<STRSXP, STRSXP, ACCEPT_NA_MATCH>(
left.update_data(reencode_char(left.get_data())),
right.update_data(reencode_char(right.get_data())),
warn_
);
}
} else if (!lhs_factor && !rhs_factor) {
return new JoinVisitorImpl<INTSXP, INTSXP, ACCEPT_NA_MATCH>(left, right, warn_);
}
break;
}
case REALSXP:
{
if (!lhs_factor && is_bare_vector(right.get_data())) {
return new JoinVisitorImpl<INTSXP, REALSXP, ACCEPT_NA_MATCH>(left, right, warn_);
}
break;
// what else: perhaps we can have INTSXP which is a Date and REALSXP which is a Date too ?
}
case LGLSXP:
{
if (!lhs_factor) {
return new JoinVisitorImpl<INTSXP, LGLSXP, ACCEPT_NA_MATCH>(left, right, warn_);
}
break;
}
case STRSXP:
{
if (lhs_factor) {
warn_bad_var(
left.get_name(), right.get_name(),
"joining factor and character vector, coercing into character vector",
warn_
);
return
new JoinVisitorImpl<STRSXP, STRSXP, ACCEPT_NA_MATCH>(
left.update_data(reencode_char(left.get_data())),
right.update_data(reencode_char(right.get_data())),
warn_
);
}
}
default:
break;
}
break;
}
case REALSXP:
{
switch (TYPEOF(right.get_data())) {
case REALSXP:
return new JoinVisitorImpl<REALSXP, REALSXP, ACCEPT_NA_MATCH>(left, right, warn_);
case INTSXP:
return new JoinVisitorImpl<REALSXP, INTSXP, ACCEPT_NA_MATCH>(left, right, warn_);
default:
break;
}
}
case LGLSXP:
{
switch (TYPEOF(right.get_data())) {
case LGLSXP:
return new JoinVisitorImpl<LGLSXP, LGLSXP, ACCEPT_NA_MATCH> (left, right, warn_);
case INTSXP:
return new JoinVisitorImpl<LGLSXP, INTSXP, ACCEPT_NA_MATCH>(left, right, warn_);
case REALSXP:
return new JoinVisitorImpl<LGLSXP, REALSXP, ACCEPT_NA_MATCH>(left, right, warn_);
default:
break;
}
break;
}
case STRSXP:
{
switch (TYPEOF(right.get_data())) {
case INTSXP:
{
if (Rf_inherits(right.get_data(), "factor")) {
warn_bad_var(
left.get_name(), right.get_name(),
"joining character vector and factor, coercing into character vector",
warn_
);
return
new JoinVisitorImpl<STRSXP, STRSXP, ACCEPT_NA_MATCH>(
left.update_data(reencode_char(left.get_data())),
right.update_data(reencode_char(right.get_data())),
warn_
);
}
break;
}
case STRSXP:
{
return
new JoinVisitorImpl<STRSXP, STRSXP, ACCEPT_NA_MATCH>(
left.update_data(reencode_char(left.get_data())),
right.update_data(reencode_char(right.get_data())),
warn_
);
}
default:
break;
}
break;
}
case RAWSXP:
{
switch (TYPEOF(right.get_data())) {
case RAWSXP:
{
return new JoinVisitorImpl<RAWSXP, RAWSXP, ACCEPT_NA_MATCH> (left, right, warn_);
}
default:
break;
}
}
default:
break;
}
Rcpp::stop(
"Can't join on '%s' x '%s' because of incompatible types (%s / %s)",
left.get_name().get_utf8_cstring(), right.get_name().get_utf8_cstring(),
get_single_class(left.get_data()), get_single_class(right.get_data())
);
}
JoinVisitor* join_visitor(const Column& left, const Column& right, bool warn, bool accept_na_match) {
if (accept_na_match)
return join_visitor<true>(left, right, warn);
else
return join_visitor<false>(left, right, warn);
}
}