usql update

This commit is contained in:
VaclavT 2022-01-16 19:54:19 +01:00
parent a45423692e
commit c01571bb84
13 changed files with 347 additions and 274 deletions

View File

@ -4,147 +4,140 @@
#include "csvreader.h"
#include "parser.h"
#include "threadpool.h"
namespace usql {
CsvReader::CsvReader(bool skip_hdr, char field_sep, char quote_ch, char line_sep, char line_sep2) {
skip_header = skip_hdr;
field_separator = field_sep;
quote_character = quote_ch;
line_separator = line_sep;
line_separator2 = line_sep2;
CsvReader::CsvReader(bool skip_hdr, char field_sep, char quote_ch, char line_sep, char line_sep2) {
skip_header = skip_hdr;
field_separator = field_sep;
quote_character = quote_ch;
line_separator = line_sep;
line_separator2 = line_sep2;
header_skiped = !skip_hdr;
}
int CsvReader::parseCSV(const std::string &filename, std::vector<ColDefNode> &cols_def, Table &table) {
std::vector<ColDefNode> cdefs;
cdefs.reserve(cols_def.size());
for (auto &cd : cols_def) {
cdefs.emplace_back(table.get_column_def(cd.name));
header_skiped = !skip_hdr;
}
int row_cnt = 0;
bool inQuote(false);
std::string field;
std::vector<std::string> line;
line.reserve(32);
size_t CsvReader::parseCSVFile(const std::string &filename, std::vector<ColDefNode> &cols_def, Table &table) {
size_t row_cnt = 0;
errno = 0;
FILE* fp = fopen(filename.c_str(), "r");
if (fp == NULL)
throw Exception("load from csv, cannot read from file(" + std::to_string(errno) + ")");
errno = 0;
FILE *fp = fopen(filename.c_str(), "r");
if (fp == NULL)
throw Exception("load from csv, cannot read from file(" + std::to_string(errno) + ")");
char* line_str = NULL;
size_t len = 0;
char *line_str = NULL;
size_t len = 0;
// TODO handle it by settings
const std::size_t hw_concurrency = std::max(0, (int)(std::thread::hardware_concurrency() - 2));
const bool use_threadpool = hw_concurrency > 1;
long read_chars;
while ((read_chars = getline(&line_str, &len, fp)) != -1) {
if (skip_header && !header_skiped) {
header_skiped = true;
continue;
thread_pool tp{hw_concurrency};
std::mutex row_cnt_mutex;
try {
long read_chars;
while ((read_chars = getline(&line_str, &len, fp)) != -1) {
if (skip_header && !header_skiped) {
header_skiped = true;
continue;
}
if (read_chars > 0 && line_str[read_chars - 1] == '\n') {
line_str[read_chars - 1] = '\0';
--read_chars;
}
if (use_threadpool) {
std::string str{line_str};
dispatch(tp, std::function<void()>
([this, str, &cols_def, &table, &row_cnt, &row_cnt_mutex]() {
auto parsed = parseCSVString(str, cols_def, table);
{
std::unique_lock<std::mutex> lock(row_cnt_mutex);
row_cnt += parsed;
}
}
));
} else
row_cnt += parseCSVString(line_str, cols_def, table);
}
fclose(fp);
tp.join();
} catch (const std::exception &e) {
if (line_str)
free(line_str);
throw e;
}
if (read_chars > 0 && line_str[read_chars - 1] == '\n') {
line_str[read_chars - 1] = '\0';
--read_chars;
}
std::string csvSource{line_str};
if (line_str)
free(line_str);
return row_cnt;
}
size_t CsvReader::parseCSVString(const std::string &csvSource, std::vector<ColDefNode> &cols_def, Table &table) {
size_t row_cnt = 0;
bool inQuote(false);
bool newLine(false);
std::vector<std::string> columns;
std::string field;
columns.reserve(256);
field.reserve(64);
std::string::const_iterator aChar = csvSource.begin();
std::string::const_iterator strEnd = csvSource.end();
while (aChar != strEnd) {
std::string::const_iterator aEnd = csvSource.end();
while (aChar != aEnd) {
if (*aChar == quote_character) {
newLine = false;
inQuote = !inQuote;
} else if (*aChar == field_separator) {
newLine = false;
if (inQuote) {
field += *aChar;
} else {
line.push_back(field);
columns.push_back(field);
field.clear();
}
} else if (*aChar == line_separator || *aChar == line_separator2) {
if (inQuote) {
field += *aChar;
} else {
if (!newLine) {
columns.push_back(field);
if (header_skiped) {
table.create_row_from_vector(cols_def, columns);
row_cnt++;
}
header_skiped = true;
field.clear();
columns.clear();
newLine = true;
}
}
} else {
newLine = false;
field.push_back(*aChar);
}
++aChar;
aChar++;
}
if (!field.empty())
line.push_back(field);
columns.push_back(field);
table.create_row_from_vector(cols_def, line);
row_cnt++;
if (header_skiped) {
table.create_row_from_vector(cols_def, columns);
row_cnt++;
} else
header_skiped = true;
field.clear();
line.clear();
return row_cnt;
}
fclose(fp);
if (line_str)
free(line_str);
return row_cnt;
}
int CsvReader::parseCSV2(const std::string &csvSource, std::vector<ColDefNode> &cols_def, Table& table) {
int row_cnt = 0;
bool inQuote(false);
bool newLine(false);
std::string field;
std::vector<std::string> line;
line.reserve(32);
std::string::const_iterator aChar = csvSource.begin();
while (aChar != csvSource.end()) {
if (*aChar == quote_character) {
newLine = false;
inQuote = !inQuote;
} else if (*aChar == field_separator) {
newLine = false;
if (inQuote) {
field += *aChar;
} else {
line.push_back(field);
field.clear();
}
} else if (*aChar == line_separator || *aChar == line_separator2) {
if (inQuote) {
field += *aChar;
} else {
if (!newLine) {
line.push_back(field);
if (header_skiped) {
table.create_row_from_vector(cols_def, line);
row_cnt++;
}
header_skiped = true;
field.clear();
line.clear();
newLine = true;
}
}
} else {
newLine = false;
field.push_back(*aChar);
}
aChar++;
}
if (!field.empty()) line.push_back(field);
if (header_skiped) {
table.create_row_from_vector(cols_def, line);
row_cnt++;
header_skiped = true;
}
return row_cnt;
}
} // namespace
} // namespace

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@ -12,9 +12,9 @@
namespace usql {
class CsvReader {
class CsvReader {
private:
private:
char field_separator;
char line_separator;
char line_separator2;
@ -23,13 +23,11 @@ namespace usql {
bool skip_header;
bool header_skiped;
public:
public:
explicit CsvReader(bool skip_hdr = true, char field_sep = ',', char quote_ch = '"', char line_sep = '\r', char line_sep2 = '\n');
int parseCSV2(const std::string &csvSource, std::vector<ColDefNode> &cols_def, Table& table);
int parseCSV(const std::string &filename, std::vector<ColDefNode> &cols_def, Table& table);
};
size_t parseCSVFile(const std::string &filename, std::vector<ColDefNode> &cols_def, Table& table);
size_t parseCSVString(const std::string &csvSource, std::vector<ColDefNode> &cols_def, Table& table);
};
} // namespace

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@ -108,10 +108,10 @@ private:
private:
bool m_uniq;
std::string m_index_name;
std::string m_column_name;
std::string m_index_name;
std::string m_column_name;
ColumnType m_data_type;
bool m_uniq;
std::map<IndexValue, std::vector<rowid_t> > m_index;
};

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@ -7,7 +7,7 @@
namespace usql {
enum class TokenType {
enum class TokenType {
undef,
identifier,
plus,
@ -69,17 +69,17 @@ namespace usql {
newline,
comment,
eof
};
};
struct Token {
struct Token {
std::string token_string;
TokenType type;
Token(const std::string &token_str, TokenType typ);
};
};
class Lexer {
public:
class Lexer {
public:
Lexer();
void parse(const std::string &code);
@ -108,7 +108,7 @@ namespace usql {
static bool isArithmeticalOperator(TokenType token_type);
private:
private:
TokenType type(const std::string &token);
static std::string stringLiteral(std::string token);
@ -116,16 +116,16 @@ namespace usql {
static std::string typeToString(TokenType token_type);
private:
private:
std::string m_code_str;
std::vector<Token> m_tokens;
int m_index = 0;
size_t m_index = 0;
std::regex k_words_regex;
std::regex k_int_regex;
std::regex k_int_underscored_regex;
std::regex k_double_regex;
std::regex k_identifier_regex;
};
};
}
} // namespace

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@ -318,58 +318,58 @@ namespace usql {
}
std::vector<ColOrderNode> Parser::parse_order_by_clause() {
std::vector<ColOrderNode> order_cols;
std::vector<ColOrderNode> order_cols;
if (m_lexer.tokenType() == TokenType::keyword_order) {
m_lexer.skipToken(TokenType::keyword_order);
m_lexer.skipToken(TokenType::keyword_by);
if (m_lexer.tokenType() == TokenType::keyword_order) {
m_lexer.skipToken(TokenType::keyword_order);
m_lexer.skipToken(TokenType::keyword_by);
do {
bool asc = true;
do {
bool asc = true;
auto cspec_token_type = m_lexer.tokenType();
std::string cspec_token = m_lexer.consumeToken().token_string;
auto cspec_token_type = m_lexer.tokenType();
std::string cspec_token = m_lexer.consumeToken().token_string;
if (m_lexer.tokenType() == TokenType::keyword_asc) {
m_lexer.skipToken(TokenType::keyword_asc);
} else if (m_lexer.tokenType() == TokenType::keyword_desc) {
m_lexer.skipToken(TokenType::keyword_desc);
asc = false;
}
if (m_lexer.tokenType() == TokenType::keyword_asc) {
m_lexer.skipToken(TokenType::keyword_asc);
} else if (m_lexer.tokenType() == TokenType::keyword_desc) {
m_lexer.skipToken(TokenType::keyword_desc);
asc = false;
}
switch (cspec_token_type) {
case TokenType::int_number:
order_cols.emplace_back(std::stoi(cspec_token), asc);
break;
case TokenType::identifier:
order_cols.emplace_back(cspec_token, asc);
break;
default:
throw Exception("order by column can be either column m_index or identifier");
}
switch (cspec_token_type) {
case TokenType::int_number:
order_cols.emplace_back(std::stoi(cspec_token), asc);
break;
case TokenType::identifier:
order_cols.emplace_back(cspec_token, asc);
break;
default:
throw Exception("order by column can be either column m_index or identifier");
}
m_lexer.skipTokenOptional(TokenType::comma);
} while (m_lexer.tokenType() != TokenType::eof && m_lexer.tokenType() != TokenType::keyword_offset && m_lexer.tokenType() != TokenType::keyword_limit);
}
m_lexer.skipTokenOptional(TokenType::comma);
} while (m_lexer.tokenType() != TokenType::eof && m_lexer.tokenType() != TokenType::keyword_offset && m_lexer.tokenType() != TokenType::keyword_limit);
}
return order_cols;
return order_cols;
}
OffsetLimitNode Parser::parse_offset_limit_clause() {
int offset = 0;
int limit = 999999999;
size_t offset = 0;
size_t limit = SIZE_MAX;
if (m_lexer.tokenType() == TokenType::keyword_offset) {
m_lexer.skipToken(TokenType::keyword_offset);
offset = std::stoi(m_lexer.consumeToken(TokenType::int_number).token_string);
}
if (m_lexer.tokenType() == TokenType::keyword_offset) {
m_lexer.skipToken(TokenType::keyword_offset);
offset = std::stoi(m_lexer.consumeToken(TokenType::int_number).token_string);
}
if (m_lexer.tokenType() == TokenType::keyword_limit) {
m_lexer.skipToken(TokenType::keyword_limit);
limit = std::stoi(m_lexer.consumeToken(TokenType::int_number).token_string);
}
if (m_lexer.tokenType() == TokenType::keyword_limit) {
m_lexer.skipToken(TokenType::keyword_limit);
limit = std::stoi(m_lexer.consumeToken(TokenType::int_number).token_string);
}
return OffsetLimitNode{offset, limit};
return OffsetLimitNode{offset, limit};
}

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@ -79,10 +79,10 @@ struct ColOrderNode : Node {
struct OffsetLimitNode : Node {
int offset;
int limit;
size_t offset;
size_t limit;
OffsetLimitNode(int off, int lim) : Node(NodeType::offset_limit), offset(off), limit(lim) {}
OffsetLimitNode(size_t off, size_t lim) : Node(NodeType::offset_limit), offset(off), limit(lim) {}
void dump() const override {
std::cout << "type: OffsetLimitNode, offset: " << offset << ", limit: " << limit << std::endl;
@ -107,10 +107,10 @@ struct ColDefNode : Node {
std::string name;
ColumnType type;
int order;
int length;
size_t length;
bool null;
ColDefNode(std::string col_name, ColumnType col_type, int col_order, int col_len, bool nullable) :
ColDefNode(std::string col_name, ColumnType col_type, int col_order, size_t col_len, bool nullable) :
Node(NodeType::column_def), name(std::move(col_name)), type(col_type), order(col_order), length(col_len),
null(nullable) {}

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@ -52,8 +52,8 @@ int ColBooleanValue::compare(ColValue &other) const {
return m_bool == other.getBoolValue() ? 0 : m_bool && !other.getBoolValue() ? -1 : 1; // true first
}
Row::Row(const Row &other) : m_columns(other.m_columns.size()), m_visible(other.m_visible) {
for (int i = 0; i < other.m_columns.size(); i++) {
Row::Row(const Row &other) : m_visible(other.m_visible), m_columns(other.m_columns.size()) {
for (size_t i = 0; i < other.m_columns.size(); i++) {
if (other[i].isNull())
continue; // for null NOP
@ -156,7 +156,7 @@ void Row::setColumnValue(ColDefNode *col_def, ValueNode *col_value) {
}
int Row::compare(const Row &other) const {
for (int ci = 0; ci < m_columns.size(); ci++) {
for (size_t ci = 0; ci < m_columns.size(); ci++) {
int cmp = this->operator[](ci).compare(other[ci]);
if (cmp != 0) return cmp;
}
@ -166,7 +166,7 @@ int Row::compare(const Row &other) const {
void Row::print(const std::vector<ColDefNode> &col_defs) {
std::string out{"| "};
for (int ci = 0; ci < m_columns.size(); ci++) {
for (size_t ci = 0; ci < m_columns.size(); ci++) {
auto & col_def = col_defs[ci];
int col_size = print_get_column_size(col_def);

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@ -138,7 +138,7 @@ struct ColBooleanValue : ColValue {
class Row {
public:
explicit Row(int cols_count, bool visible) : m_columns(cols_count), m_visible(visible) {};
explicit Row(int cols_count, bool visible) : m_visible(visible), m_columns(cols_count) {};
Row(const Row &other);
Row &operator=(Row other);
@ -184,7 +184,7 @@ public:
void set_visible() { m_visible = true; };
void set_deleted() { m_visible = true; };
private:
private:
bool m_visible;
std::vector<std::variant<ColNullValue, ColIntegerValue, ColDoubleValue, ColStringValue, ColDateValue, ColBooleanValue>> m_columns;
};

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@ -44,81 +44,12 @@ ColDefNode Table::get_column_def(int col_index) {
}
Row& Table::create_empty_row() {
std::unique_lock guard(m_insert_guard);
m_rows.emplace_back(columns_count(), false);
return m_rows.back();
}
std::string Table::csv_string() {
const size_t k_row_size_est = m_col_defs.size() * 16;
std::string out_string;
out_string.reserve(m_rows.size() * k_row_size_est);
// header
for(int i = 0; i < m_col_defs.size(); i++) {
if (i > 0) out_string += ',';
out_string += m_col_defs[i].name;
}
// rows
for (auto & row : m_rows) {
if (row.is_visible()) {
std::string csv_line{"\n"};
csv_line.reserve(k_row_size_est);
for (int i = 0; i < m_col_defs.size(); i++) {
if (i > 0) csv_line += ',';
auto &col = row[i];
if (!col.isNull()) {
csv_line += col.getCsvStringValue();
}
}
out_string += csv_line;
}
}
return out_string;
}
int Table::load_csv_string(const std::string &content) {
std::vector<ColDefNode> &colDefs = m_col_defs;
CsvReader csvparser{};
int row_cnt = csvparser.parseCSV2(content, colDefs, *this);
return row_cnt;
}
int Table::load_csv_file(const std::string &filename) {
std::vector<ColDefNode> &colDefs = m_col_defs;
// allocate enough space
int line_size = 128;
std::ifstream in(filename, std::ifstream::ate | std::ifstream::binary);
auto file_size = in.tellg();
std::ifstream infile(filename);
if (infile.good()) {
std::string sLine;
std::getline(infile, sLine);
line_size = (int)sLine.size() + 1;
}
infile.close();
if (file_size > 0) {
auto new_size = m_rows.size() + int((file_size / line_size) * 1.20);
m_rows.reserve(new_size);
}
// load rows
CsvReader csvparser{};
int row_cnt = csvparser.parseCSV(filename, colDefs, *this);
return row_cnt;
}
void Table::create_row_from_vector(const std::vector<ColDefNode> &colDefs, const std::vector<std::string> &csv_line) {
// prepare empty new_row
Row& new_row = create_empty_row();
@ -147,6 +78,77 @@ void Table::create_row_from_vector(const std::vector<ColDefNode> &colDefs, const
commit_row(new_row);
}
std::string Table::csv_string() {
const size_t k_row_size_est = m_col_defs.size() * 16;
std::string out_string;
out_string.reserve(m_rows.size() * k_row_size_est);
// header
for(size_t i = 0; i < m_col_defs.size(); i++) {
if (i > 0) out_string += ',';
out_string += m_col_defs[i].name;
}
// rows
for (auto & row : m_rows) {
if (row.is_visible()) {
std::string csv_line{"\n"};
csv_line.reserve(k_row_size_est);
for (size_t i = 0; i < m_col_defs.size(); i++) {
if (i > 0) csv_line += ',';
auto &col = row[i];
if (!col.isNull()) {
csv_line += col.getCsvStringValue();
}
}
out_string += csv_line;
}
}
return out_string;
}
size_t Table::load_csv_string(const std::string &content) {
std::vector<ColDefNode> &colDefs = m_col_defs;
CsvReader csvparser{};
auto row_cnt = csvparser.parseCSVString(content, colDefs, *this);
return row_cnt;
}
size_t Table::load_csv_file(const std::string &filename) {
std::vector<ColDefNode> &colDefs = m_col_defs;
// allocate enough space
int line_size = 256;
std::ifstream in(filename, std::ifstream::ate | std::ifstream::binary);
auto file_size = in.tellg();
std::ifstream infile(filename);
if (infile.good()) {
std::string sLine;
std::getline(infile, sLine);
line_size = (int)sLine.size() + 1;
}
infile.close();
if (file_size > 0) {
auto new_size = m_rows.size() + int((file_size / line_size) * 1.20);
m_rows.reserve(new_size);
}
// load rows
CsvReader csvparser{};
auto row_cnt = csvparser.parseCSVFile(filename, colDefs, *this);
return row_cnt;
}
void Table::print() {
std::string out{"| "};
std::string out2{"+-"};
@ -191,7 +193,7 @@ void Table::commit_row(Row &row) {
void Table::commit_copy_of_row(Row &row) {
Row& new_row = create_empty_row();
for(int i = 0; i < m_col_defs.size(); i++) {
for(size_t i = 0; i < m_col_defs.size(); i++) {
ColValue &ct = row[i];
if (ct.isNull()) {
@ -226,16 +228,15 @@ void Table::validate_column(const ColDefNode *col_def, ValueNode *col_val) {
}
void Table::validate_column(const ColDefNode *col_def, ColValue &col_val) {
if (!col_def->null && col_val.isNull()) {
if (!col_def->null && col_val.isNull())
throw Exception("Column " + col_def->name + " cannot be null");
}
if (col_def->type == ColumnType::varchar_type && !col_val.isNull() && col_val.getStringValue().size() > col_def->length) {
if (col_def->type == ColumnType::varchar_type && !col_val.isNull() && col_val.getStringValue().size() > col_def->length)
throw Exception("Column value of " + col_def->name + " is too long (" + col_val.getStringValue() + ")");
}
}
void Table::validate_row(Row &row) {
for(int i = 0; i < m_col_defs.size(); i++) {
for(size_t i = 0; i < m_col_defs.size(); i++) {
ColDefNode col_def = m_col_defs[i];
ColValue &col_val = row[i];
@ -277,6 +278,8 @@ void Table::reindex_row(Index &index, const ColDefNode &col_def, const Row &old_
void Table::index_row(const Row &row) {
if (!m_indexes.empty()) {
const size_t rowid = get_rowid(row);
std::unique_lock guard(m_insert_guard);
for (auto &idx : m_indexes) {
ColDefNode cDef = get_column_def(idx.get_column_name());
index_row(idx, cDef, row, rowid);

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@ -31,8 +31,8 @@ struct Table {
void validate_row(Row &row);
std::string csv_string();
int load_csv_string(const std::string &content);
int load_csv_file(const std::string &filename);
size_t load_csv_string(const std::string &content);
size_t load_csv_file(const std::string &filename);
void print();
@ -40,6 +40,7 @@ struct Table {
std::vector<ColDefNode> m_col_defs;
std::vector<Row> m_rows;
std::vector<Index> m_indexes;
std::mutex m_insert_guard;
void create_row_from_vector(const std::vector<ColDefNode> &colDefs, const std::vector<std::string> &csv_line);

79
usql/threadpool.h Normal file
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@ -0,0 +1,79 @@
#include <thread>
#include <mutex>
#include <functional>
#include <queue>
#include <condition_variable>
#include <vector>
class thread_pool {
public:
thread_pool(std::size_t size) : stop(false) {
for (std::size_t i = 0; i < size; ++i) {
workers.emplace_back([this] { spawn(); });
}
}
virtual ~thread_pool() {
if (!stop) join();
}
void post(std::function<void()> f) {
{
std::unique_lock<std::mutex> lock(mutex);
tasks.push(f);
}
condition.notify_one();
}
void join() {
{
std::unique_lock<std::mutex> lock(mutex);
stop = true;
}
condition.notify_all();
for (std::size_t i = 0; i < workers.size(); ++i) {
workers[i].join();
}
}
private:
void spawn() {
std::function<void()> task;
bool task_queue_empty = tasks.empty();
while (!stop || !task_queue_empty) {
bool task_valid = false;
{
std::unique_lock<std::mutex> lock(mutex);
condition.wait(lock, [this]() {
return (!tasks.empty()) || (tasks.empty() && stop);
});
if (!tasks.empty()) {
task = std::move(tasks.front());
tasks.pop();
task_valid = true;
}
task_queue_empty = tasks.empty();
}
if (task_valid) task();
}
}
public:
std::vector<std::thread> workers;
std::queue<std::function<void()>> tasks;
std::mutex mutex;
std::condition_variable condition;
bool stop;
};
inline void dispatch(thread_pool &pool, std::function<void()> f) {
pool.post(f);
}

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@ -114,8 +114,8 @@ void USql::select_row(SelectFromTableNode &where_node,
}
bool USql::check_for_aggregate_only_functions(SelectFromTableNode &node, size_t result_cols_cnt) {
int aggregate_funcs = 0;
for (int i = 0; i < node.cols_names->size(); i++) {
size_t aggregate_funcs = 0;
for (size_t i = 0; i < node.cols_names->size(); i++) {
SelectColNode * col_node = &node.cols_names->operator[](i);
if (col_node->value->node_type == NodeType::function) {
auto func_node = static_cast<FunctionNode *>(col_node->value.get());
@ -244,7 +244,7 @@ std::tuple<int, ColDefNode> USql::get_node_definition(Table *table, Node * node,
return std::make_tuple(-1, col_def);
} else if (func_node->function == "min" || func_node->function == "max") {
auto col_type= ColumnType::float_type;
int col_len = 1;
size_t col_len = 1;
auto & v = func_node->params[0];
if (v->node_type == NodeType::database_value) {
ColDefNode src_col_def = get_db_column_definition(table, v.get());
@ -387,7 +387,7 @@ std::unique_ptr<Table> USql::execute_select(SelectFromTableNode &node) const {
// create result table
std::vector<ColDefNode> result_tbl_col_defs{};
std::vector<int> source_table_col_index{};
for (int i = 0; i < node.cols_names->size(); i++) {
for (size_t i = 0; i < node.cols_names->size(); i++) {
SelectColNode *col_node = &node.cols_names->operator[](i);
auto [src_tbl_col_index, rst_tbl_col_def] = get_column_definition(table, col_node, i);

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@ -118,8 +118,7 @@ std::unique_ptr<ValueNode> USql::max_function(const std::vector<std::unique_ptr<
throw Exception("unsupported data type for max function");
}
std::unique_ptr<ValueNode>
USql::min_function(const std::vector<std::unique_ptr<ValueNode>> &evaluatedPars, const ColDefNode *col_def_node,
std::unique_ptr<ValueNode> USql::min_function(const std::vector<std::unique_ptr<ValueNode>> &evaluatedPars, const ColDefNode *col_def_node,
ColValue *agg_func_value) {
if (col_def_node->type == ColumnType::integer_type || col_def_node->type == ColumnType::date_type) {
if (!evaluatedPars[0]->isNull()) {