Rev 3308 | Rev 3397 | Go to most recent revision | Blame | Compare with Previous | Last modification | View Log | Download | RSS feed
#include "sqlite_dataframe.h"#include <math.h>#include "Rmath.h"SEXP sdf_get_variable(SEXP sdf, SEXP name) {if (!IS_CHARACTER(name)) {Rprintf("ERROR: argument is not a string.\n");return R_NilValue;}char *iname = SDF_INAME(sdf);char *varname = CHAR_ELT(name, 0);if (!USE_SDF(iname, TRUE)) return R_NilValue;/* check if sdf & varname w/in that sdf exists */sqlite3_stmt *stmt;sprintf(g_sql_buf[0], "select [%s] from [%s].sdf_data", varname, iname);int res = sqlite3_prepare(g_workspace, g_sql_buf[0], -1, &stmt, 0);if (_sqlite_error(res)) return R_NilValue;const char *coltype = sqlite3_column_decltype(stmt, 0);sqlite3_finalize(stmt);SEXP ret, value, class = R_NilValue; int nprotected = 0;PROTECT(ret = NEW_LIST(2)); nprotected++;/* set list names */PROTECT(value = NEW_CHARACTER(2)); nprotected++;SET_STRING_ELT(value, 0, mkChar("iname"));SET_STRING_ELT(value, 1, mkChar("varname"));SET_NAMES(ret, value);/* set list values */SET_VECTOR_ELT(ret, 0, mkString(iname));SET_VECTOR_ELT(ret, 1, mkString(varname));/* set class */int type = -1;if (strcmp(coltype, "text") == 0) class = mkChar("character");else if (strcmp(coltype, "double") == 0) class = mkChar("numeric");else if (strcmp(coltype, "bit") == 0) class = mkChar("logical");else if (strcmp(coltype, "integer") == 0 || strcmp(coltype, "int") == 0) {/* determine if int, factor or ordered */type = _get_factor_levels1(iname, varname, ret);switch(type) {case VAR_INTEGER: class = mkChar("integer"); break;case VAR_FACTOR: class = mkChar("factor"); break;case VAR_ORDERED: class = mkChar("ordered");}}if (type != VAR_ORDERED) {PROTECT(value = NEW_CHARACTER(2)); nprotected++;SET_STRING_ELT(value, 0, mkChar("sqlite.vector"));SET_STRING_ELT(value, 1, class);} else {PROTECT(value = NEW_CHARACTER(3)); nprotected++;SET_STRING_ELT(value, 0, mkChar("sqlite.vector"));SET_STRING_ELT(value, 1, class);SET_STRING_ELT(value, 2, mkChar("factor"));}SET_CLASS(ret, value);UNPROTECT(nprotected);return ret;}int _get_vector_index_typed_result(sqlite3_stmt *stmt, SEXP *ret, int idx_or_len) {int added = 1;if (*ret == NULL || *ret == R_NilValue) {const char *coltype = sqlite3_column_decltype(stmt, 0);if (sqlite3_column_type(stmt, 0) == SQLITE_NULL) {added = 0;}if (strcmp(coltype, "text") == 0) {PROTECT(*ret = NEW_CHARACTER(idx_or_len));if (added)SET_STRING_ELT(*ret, 0, mkChar((char *)sqlite3_column_text(stmt, 0)));} else if (strcmp(coltype, "double") == 0) {PROTECT(*ret = NEW_NUMERIC(idx_or_len));if (added) REAL(*ret)[0] = sqlite3_column_double(stmt, 0);} else if (strcmp(coltype, "bit") == 0) {PROTECT(*ret = NEW_LOGICAL(idx_or_len));if (added) INTEGER(*ret)[0] = sqlite3_column_int(stmt, 0);} else if (strcmp(coltype, "integer") == 0 ||strcmp(coltype, "int") == 0) {/* caller should just copy off the vars level attr for factors */PROTECT(*ret = NEW_INTEGER(idx_or_len));if (added) INTEGER(*ret)[0] = sqlite3_column_int(stmt, 0);} else added = 0;UNPROTECT(1);} else {const char *coltype = sqlite3_column_decltype(stmt, 0);if (sqlite3_column_type(stmt, 0) == SQLITE_NULL) {added = 0;} else if (strcmp(coltype, "text") == 0) {SET_STRING_ELT(*ret, idx_or_len,mkChar((char *)sqlite3_column_text(stmt, 0)));} else if (strcmp(coltype, "double") == 0) {REAL(*ret)[idx_or_len] = sqlite3_column_double(stmt, 0);} else if (strcmp(coltype, "bit") == 0) {INTEGER(*ret)[idx_or_len] = sqlite3_column_int(stmt, 0);} else if (strcmp(coltype, "integer") == 0 ||strcmp(coltype, "int") == 0) {/* caller should just copy off the vars level attr for factors */INTEGER(*ret)[idx_or_len] = sqlite3_column_int(stmt, 0);} else added = 0;}return added;}SEXP sdf_get_variable_length(SEXP svec) {char *iname = SDF_INAME(svec);if (!USE_SDF(iname, TRUE)) return R_NilValue;sprintf(g_sql_buf[0], "[%s].sdf_data", iname);SEXP ret;PROTECT(ret = NEW_INTEGER(1));INTEGER(ret)[0] = _get_row_count2(g_sql_buf[0]);UNPROTECT(1);return ret;}SEXP sdf_get_variable_index(SEXP svec, SEXP idx) {SEXP ret = R_NilValue, tmp;char *iname = SDF_INAME(svec), *varname = SVEC_VARNAME(svec);int index, idxlen, i, retlen=0, res;if (!USE_SDF(iname, TRUE)) return R_NilValue;/* check if sdf exists */sqlite3_stmt *stmt;sprintf(g_sql_buf[0], "select [%s] from [%s].sdf_data", varname, iname);res = sqlite3_prepare(g_workspace, g_sql_buf[0], -1, &stmt, 0);sqlite3_finalize(stmt);if (_sqlite_error(res)) { return ret; }idxlen = LENGTH(idx);if (idxlen < 1) return ret;sprintf(g_sql_buf[0], "select [%s] from [%s].sdf_data limit ?,1",varname, iname);res = sqlite3_prepare(g_workspace, g_sql_buf[0], -1, &stmt, 0);/* get data based on index */if (IS_NUMERIC(idx)) {index = ((int) REAL(idx)[0]) - 1;if (index < 0 && idxlen == 1) return ret;if (index >= 0) {sqlite3_bind_int(stmt, 1, index);res = sqlite3_step(stmt);if (res == SQLITE_ROW) {retlen = _get_vector_index_typed_result(stmt, &ret, idxlen);}}if (index < 0 || res != SQLITE_ROW) {/* something wrong w/ 1st idx, and it is quietly ignored. we make* a "dummy" call to setup the SEXP */sqlite3_bind_int(stmt, 1, 0);_get_vector_index_typed_result(stmt, &ret, idxlen - 1);retlen = 0;}if (idxlen > 1) {for (i = 1; i < idxlen; i++) {index = ((int) REAL(idx)[i]) - 1;if (index < 0) continue;sqlite3_reset(stmt);sqlite3_bind_int(stmt, 1, index);res = sqlite3_step(stmt);if (res == SQLITE_ROW)retlen += _get_vector_index_typed_result(stmt, &ret, retlen);}}} else if (IS_INTEGER(idx)) {/* similar to REAL (IS_NUMERIC) above, except that we don't have* to cast idx to int. can't refactor this out, sucks. */index = INTEGER(idx)[0] - 1;if (index < 0 && idxlen == 1) return ret;if (index >= 0) {sqlite3_bind_int(stmt, 1, index);res = sqlite3_step(stmt);if (res == SQLITE_ROW) {retlen = _get_vector_index_typed_result(stmt, &ret, idxlen);}}if (index < 0 || res != SQLITE_ROW) {/* something wrong w/ 1st idx, and it is quietly ignored. we make* a "dummy" call to setup the SEXP */sqlite3_bind_int(stmt, 1, 0);_get_vector_index_typed_result(stmt, &ret, idxlen - 1);retlen = 0;}if (idxlen > 1) {for (i = 1; i < idxlen; i++) {index = INTEGER(idx)[i] - 1;if (index < 0) continue;sqlite3_reset(stmt);sqlite3_bind_int(stmt, 1, index);sqlite3_step(stmt);retlen += _get_vector_index_typed_result(stmt, &ret, retlen);}}} else if (IS_LOGICAL(idx)) {/* have to deal with recycling */sprintf(g_sql_buf[0], "[%s].sdf_data", iname);int veclen = _get_row_count2(g_sql_buf[0]);/* find if there is any TRUE element in the vector */for (i = 0; i < idxlen && i < veclen; i++) {if (LOGICAL(idx)[i]) {sqlite3_bind_int(stmt, 1, i);sqlite3_step(stmt);/* there are at least (idxlen-i) TRUE per cycle of the LOGICAL* index. there are at least (veclen/idxlen) cycles (int div).* at the last cycle, if (veclen%idxlen > 0), there will be* at least (veclen%idxlen - i) if veclen%idxlen > i */retlen = (idxlen-i) * (veclen/idxlen);if (veclen%idxlen > i) retlen += (veclen%idxlen - i);/* create the vector */retlen = _get_vector_index_typed_result(stmt, &ret, retlen);break;}}if (i < idxlen && i < veclen) {for (i++; i < veclen; i++) {if (LOGICAL(idx)[i%idxlen]) {sqlite3_reset(stmt);sqlite3_bind_int(stmt, 1, i);sqlite3_step(stmt);retlen += _get_vector_index_typed_result(stmt, &ret, retlen);}}}}sqlite3_finalize(stmt);if (ret != R_NilValue) {ret = _shrink_vector(ret, retlen);tmp = GET_LEVELS(svec);if (tmp != R_NilValue) {SET_LEVELS(ret, duplicate(tmp));if (LENGTH(GET_CLASS(svec)) == 2) {SET_CLASS(ret, mkString("factor"));} else {PROTECT(tmp = NEW_CHARACTER(2));SET_STRING_ELT(tmp, 0, mkChar("ordered"));SET_STRING_ELT(tmp, 1, mkChar("factor"));UNPROTECT(1);}}}return ret;}/* the global accumulator should be safe if we only do 1 cummulative or* aggregate at any time. it won't work for stuffs like "select max(col)-min(col)* from sdf_data". */static double g_accumulator = 0.0; /* accumulator var for cumsum, cumprod, etc. */static int g_start = 0; /* flag for start of cummulation */static int g_narm = 0; /* for Summary group */SEXP sdf_do_variable_math(SEXP func, SEXP vector, SEXP extra_args, SEXP _nargs) {char *iname, *iname_src, *varname_src, *funcname;int namelen, res, nargs;sqlite3_stmt *stmt;/* get data from arguments (function name and sqlite.vector stuffs) */funcname = CHAR_ELT(func, 0);iname_src = SDF_INAME(vector);varname_src = SVEC_VARNAME(vector);nargs = INTEGER(_nargs)[0];if (!USE_SDF(iname_src, TRUE)) return R_NilValue;/* check nargs */if (nargs > 2) {Rprintf("Error: Don't know how to handle Math functions w/ more than 2 args\n");return R_NilValue;}/* create a new sdf, with 1 column named V1 */iname = _create_sdf_skeleton2(R_NilValue, &namelen);if (iname == NULL) return R_NilValue;sprintf(g_sql_buf[0], "create table [%s].sdf_data ([row name] text, ""V1 double)", iname);res = _sqlite_exec(g_sql_buf[0]);_sqlite_error(res);/* insert into <newsdf>.col, row.names select func(col), rownames */sprintf(g_sql_buf[0], "insert into [%s].sdf_data([row name], V1) ""select [row name], %s([%s]) from [%s].sdf_data", iname, funcname,varname_src, iname_src);res = sqlite3_prepare(g_workspace, g_sql_buf[0], -1, &stmt, 0);if (_sqlite_error(res)) {sprintf(g_sql_buf[0], "detach %s", iname);_sqlite_exec(g_sql_buf[0]);/* we will return a string with the file name, and do file.remove* at R */iname[namelen] = '.';return mkString(iname);}g_accumulator = 0.0; /* initialize accumulator */g_start = 1; /* flag that we are at start of accumulating */sqlite3_step(stmt);sqlite3_finalize(stmt);/* create sqlite.vector sexp */SEXP ret, value; int nprotected = 0;PROTECT(ret = NEW_LIST(2)); nprotected++;/* set list names */PROTECT(value = NEW_CHARACTER(2)); nprotected++;SET_STRING_ELT(value, 0, mkChar("iname"));SET_STRING_ELT(value, 1, mkChar("varname"));SET_NAMES(ret, value);/* set list values */SET_VECTOR_ELT(ret, 0, mkString(iname));SET_VECTOR_ELT(ret, 1, mkString("V1"));/* set sexp class */PROTECT(value = NEW_CHARACTER(2)); nprotected++;SET_VECTOR_ELT(value, 0, mkChar("sqlite.vector"));SET_VECTOR_ELT(value, 1, mkChar("numeric"));SET_CLASS(ret, value);UNPROTECT(nprotected);return ret;}SEXP sdf_do_variable_summary(SEXP func, SEXP vector, SEXP na_rm) {char *iname_src, *varname_src, *funcname;int res;sqlite3_stmt *stmt;double _ret = NA_REAL; SEXP ret;/* get data from arguments (function name and sqlite.vector stuffs) */funcname = CHAR_ELT(func, 0);iname_src = SDF_INAME(vector);varname_src = SVEC_VARNAME(vector);if (!USE_SDF(iname_src, TRUE)) return R_NilValue;g_narm = LOGICAL(na_rm)[0];if (strcmp(funcname, "range") == 0) {/* special handling for range. use min then max */g_start = 1;g_accumulator = 0.0;sprintf(g_sql_buf[0], "select min_df([%s]) from [%s].sdf_data", varname_src, iname_src);res = sqlite3_prepare(g_workspace, g_sql_buf[0], -1, &stmt, NULL);if (_sqlite_error(res)) return R_NilValue;sqlite3_step(stmt); sqlite3_finalize(stmt);_ret = g_accumulator;if (R_IsNA(_ret) && !g_narm) {PROTECT(ret = NEW_NUMERIC(2));REAL(ret)[0] = REAL(ret)[1] = R_NaReal;goto __sdf_do_variable_summary_out;}g_start = 1;g_accumulator = 0.0;sprintf(g_sql_buf[0], "select max_df([%s]) from [%s].sdf_data", varname_src, iname_src);res = sqlite3_prepare(g_workspace, g_sql_buf[0], -1, &stmt, NULL);if (_sqlite_error(res)) return R_NilValue;sqlite3_step(stmt); sqlite3_finalize(stmt);/* if there is NA, then the if above should have caught it already */PROTECT(ret = NEW_NUMERIC(2));REAL(ret)[0] = _ret;REAL(ret)[1] = g_accumulator;} else {g_start = 1; /* we'll use these instead of sqlite3_aggregate_context */g_accumulator = 0.0;sprintf(g_sql_buf[0], "select %s_df([%s]) from [%s].sdf_data", funcname, varname_src, iname_src);res = sqlite3_prepare(g_workspace, g_sql_buf[0], -1, &stmt, NULL);if (_sqlite_error(res)) return R_NilValue;res = sqlite3_step(stmt); sqlite3_finalize(stmt);if (strcmp(funcname, "all") == 0 || strcmp(funcname, "any") == 0) {PROTECT(ret = NEW_LOGICAL(1));if (R_IsNA(g_accumulator)) LOGICAL(ret)[0] = NA_INTEGER;else LOGICAL(ret)[0] = !(g_accumulator == 0);} else {PROTECT(ret = NEW_NUMERIC(1));REAL(ret)[0] = g_accumulator;}}__sdf_do_variable_summary_out:UNPROTECT(1);return ret;}/***************************************************************************** VECTOR MATH/OPS/GROUP OPERATIONS****************************************************************************/int __vecmath_checkarg(sqlite3_context *ctx, sqlite3_value *arg, double *value) {int ret = 1;if (sqlite3_value_type(arg) == SQLITE_NULL) {sqlite3_result_null(ctx);ret = 0;} else {if (sqlite3_value_type(arg) == SQLITE_INTEGER)*value = sqlite3_value_int(arg);else *value = sqlite3_value_double(arg);}return ret;}#define SQLITE_MATH_FUNC1(name, func) static void __vecmath_ ## name(\sqlite3_context *ctx, int argc, sqlite3_value **argv) { \double value; \if (__vecmath_checkarg(ctx, argv[0], &value)) { \sqlite3_result_double(ctx, func(value)); \} \}#define SQLITE_MATH_FUNC_CUM(name, func) static void __vecmath_ ## name(\sqlite3_context *ctx, int argc, sqlite3_value **argv) { \double value; \if (__vecmath_checkarg(ctx, argv[0], &value)) { \if (g_start) { g_start = 0; g_accumulator = value; } \else g_accumulator = func(g_accumulator, value); \sqlite3_result_double(ctx, g_accumulator); \} \}/* SQLITE_MATH_FUNC1(abs, abs) in SQLite */SQLITE_MATH_FUNC1(sign, sign) /* in R */SQLITE_MATH_FUNC1(sqrt, sqrt)SQLITE_MATH_FUNC1(floor, floor)SQLITE_MATH_FUNC1(ceiling, ceil)SQLITE_MATH_FUNC1(trunc, ftrunc) /* in R *//* SQLITE_MATH_FUNC1(round, ) in SQLite *//* SQLITE_MATH_FUNC1(signif, ) 2 arg */SQLITE_MATH_FUNC1(exp, exp)/* SQLITE_MATH_FUNC1(log, ) 2 arg */SQLITE_MATH_FUNC1(cos, cos)SQLITE_MATH_FUNC1(sin, sin)SQLITE_MATH_FUNC1(tan, tan)SQLITE_MATH_FUNC1(acos, acos)SQLITE_MATH_FUNC1(asin, asin)SQLITE_MATH_FUNC1(atan, atan)SQLITE_MATH_FUNC1(cosh, cosh)SQLITE_MATH_FUNC1(sinh, sinh)SQLITE_MATH_FUNC1(tanh, tanh)SQLITE_MATH_FUNC1(acosh, acosh) /* nowhere in include?? */SQLITE_MATH_FUNC1(asinh, asinh) /* nowhere in include?? */SQLITE_MATH_FUNC1(atanh, atanh) /* nowhere in include?? */SQLITE_MATH_FUNC1(lgamma, lgammafn) /* in R */SQLITE_MATH_FUNC1(gamma, gammafn) /* in R *//* SQLITE_MATH_FUNC1(gammaCody, gammaCody) * in R ?? */SQLITE_MATH_FUNC1(digamma, digamma) /* in R */SQLITE_MATH_FUNC1(trigamma, trigamma) /* in R */#define SUM(a, b) (a) + (b)#define PROD(a, b) (a) * (b)#define MIN(a, b) ((a) <= (b)) ? (a) : (b)#define MAX(a, b) ((a) >= (b)) ? (a) : (b)#define ALL(a, b) (((a) == 0) || ((b) == 0)) ? 0 : 1#define ANY(a, b) (((a) == 0) && ((b) == 0)) ? 0 : 1SQLITE_MATH_FUNC_CUM(cumsum, SUM)SQLITE_MATH_FUNC_CUM(cumprod, PROD)SQLITE_MATH_FUNC_CUM(cummin, MIN)SQLITE_MATH_FUNC_CUM(cummax, MAX)#define SQLITE_SUMMARY_FUNC(name, func) static void __vecsummary_ ## name(\sqlite3_context *ctx, int argc, sqlite3_value **argv) { \double value; \if (!g_narm && R_IsNA(g_accumulator)) return; /* NA if na.rm=F & NA found */ \if (sqlite3_value_type(argv[0]) != SQLITE_NULL) { \if (sqlite3_value_type(argv[0]) == SQLITE_INTEGER) { \int tmp = sqlite3_value_int(argv[0]); \value = (tmp == NA_INTEGER) ? R_NaReal : tmp; \} else value = sqlite3_value_double(argv[0]); \if (R_IsNA(value)) { \if (!g_narm) g_accumulator = value; return; \} else if (g_start) { g_start = 0; g_accumulator = value; } \else g_accumulator = func(g_accumulator, value); \} \}SQLITE_SUMMARY_FUNC(all_df, ALL)SQLITE_SUMMARY_FUNC(any_df, ANY)SQLITE_SUMMARY_FUNC(sum_df, SUM)SQLITE_SUMMARY_FUNC(prod_df, PROD)SQLITE_SUMMARY_FUNC(min_df, MIN)SQLITE_SUMMARY_FUNC(max_df, MAX)static void __vecsummary_finalize(sqlite3_context *ctx) {/* g_accumulator already summarizes it. just return that */sqlite3_result_double(ctx, g_accumulator);}#define VMENTRY1(func) {#func, __vecmath_ ## func}#define VSENTRY1(func) {#func, __vecsummary_ ## func}void __register_vector_math() {int i, res;static const struct {char *name;void (*func)(sqlite3_context*, int, sqlite3_value**);} arr_func1[] = {VMENTRY1(sign),VMENTRY1(sqrt),VMENTRY1(floor),VMENTRY1(ceiling),VMENTRY1(trunc),VMENTRY1(exp),VMENTRY1(cos),VMENTRY1(sin),VMENTRY1(tan),VMENTRY1(acos),VMENTRY1(asin),VMENTRY1(atan),VMENTRY1(cosh),VMENTRY1(sinh),VMENTRY1(tanh),VMENTRY1(acosh),VMENTRY1(asinh),VMENTRY1(atanh),VMENTRY1(lgamma),VMENTRY1(gamma),VMENTRY1(digamma),VMENTRY1(trigamma),VMENTRY1(cumsum),VMENTRY1(cumprod),VMENTRY1(cummin),VMENTRY1(cummax)}, arr_sum1[] = {VSENTRY1(all_df), /* can't override sum, min, max */VSENTRY1(any_df),VSENTRY1(sum_df),VSENTRY1(prod_df),VSENTRY1(min_df),VSENTRY1(max_df)};int len = sizeof(arr_func1) / sizeof(arr_func1[0]);for (i = 0; i < len; i++) {res = sqlite3_create_function(g_workspace, arr_func1[i].name, 1,SQLITE_ANY, NULL, arr_func1[i].func, NULL, NULL);_sqlite_error(res);}len = sizeof(arr_sum1) / sizeof(arr_sum1[0]);for (i = 0; i < len; i++) {res = sqlite3_create_function(g_workspace, arr_sum1[i].name, 1,SQLITE_ANY, NULL, NULL, arr_sum1[i].func, __vecsummary_finalize);_sqlite_error(res);}}