Multi-query support

moving_avg.a

@@ -10,5 +10,5 @@ FROM sale
 INTO OUTFILE "moving_avg_output.csv"
 FIELDS TERMINATED BY ";"
 
--- select Mont, mins(2,sales) from sale assuming desc Mont group by sales 
+select Mont, mins(2,sales) from sale assuming desc Mont group by Mont 
--- into outfile "flatten.csv" 
+into outfile "flatten.csv" 

out.cpp

@@ -1,19 +1,53 @@
 #include "./server/libaquery.h"
+#include <unordered_map>
 #include "./server/monetdb_conn.h"
-
+#include "./server/hasher.h"
-    extern "C" int __DLLEXPORT__ dllmain(Context* cxt) { 
+#include "./server/aggregations.h"
+__AQEXPORT__(int) dll_3V1c8v(Context* cxt) {
 	using namespace std;
 	using namespace types;
 	auto server = static_cast<Server*>(cxt->alt_server);
-    auto len_5sGusn = server->cnt;
+auto len_5Bixfq = server->cnt;
-auto sumc_5IN = ColRef<__int128_t>(len_5sGusn, server->getCol(0));
+auto mont_1Mz = ColRef<int>(len_5Bixfq, server->getCol(0));
-auto b_79y = ColRef<int>(len_5sGusn, server->getCol(1));
+auto sales_2DN = ColRef<int>(len_5Bixfq, server->getCol(1));
-auto d_4yS = ColRef<int>(len_5sGusn, server->getCol(2));
+auto out_5Ffhnc = new TableInfo<int,double>("out_5Ffhnc");
-auto out_kio0QJ = new TableInfo<__int128_t,int,int>("out_kio0QJ");
+out_5Ffhnc->get_col<0>().initfrom(mont_1Mz);
-out_kio0QJ->get_col<0>().initfrom(sumc_5IN);
+out_5Ffhnc->get_col<1>() = avgw(3, sales_2DN);
-out_kio0QJ->get_col<1>().initfrom(b_79y);
+print(*out_5Ffhnc);
-out_kio0QJ->get_col<2>().initfrom(d_4yS);
+FILE* fp_57Mh6f = fopen("moving_avg_output.csv", "w");
-print(*out_kio0QJ);
+out_5Ffhnc->printall(";", "\n", nullptr, fp_57Mh6f);
+fclose(fp_57Mh6f);
+puts("done.");
+return 0;
+}
+__AQEXPORT__(int) dll_frRsQ7(Context* cxt) {
+	using namespace std;
+	using namespace types;
+	auto server = static_cast<Server*>(cxt->alt_server);
+auto len_5JydG3 = server->cnt;
+auto mont_34m = ColRef<int>(len_5JydG3, server->getCol(0));
+auto sales_4wo = ColRef<int>(len_5JydG3, server->getCol(1));
+auto out_4Fsh6O = new TableInfo<int,ColRef<int>>("out_4Fsh6O");
+decltype(auto) col_4A04Hh = out_4Fsh6O->get_col<0>();
+decltype(auto) col_1S5CS2 = out_4Fsh6O->get_col<1>();
+auto t4HUjxwQ = mont_34m;
+typedef record<decays<decltype(t4HUjxwQ)::value_t>> record_type5PGugsV;
+unordered_map<record_type5PGugsV, vector_type<uint32_t>, transTypes<record_type5PGugsV, hasher>> g6HIDqpq;
+for (uint32_t ilq = 0; ilq < t4HUjxwQ.size; ++ilq){
+g6HIDqpq[forward_as_tuple(t4HUjxwQ[ilq])].emplace_back(ilq);
+}
+for (auto& i2M : g6HIDqpq) {
+auto &key_5JcLJMV = i2M.first;
+auto &val_yqDe0lt = i2M.second;
+col_4A04Hh.emplace_back(get<0>(key_5JcLJMV));
+
+col_1S5CS2.emplace_back(minw(2, sales_4wo[val_yqDe0lt]));
+
+}
+print(*out_4Fsh6O);
+FILE* fp_6UC6Yg = fopen("flatten.csv", "w");
+out_4Fsh6O->printall(",", "\n", nullptr, fp_6UC6Yg);
+fclose(fp_6UC6Yg);
 puts("done.");
 return 0;
 }

prompt.py

@@ -227,8 +227,8 @@ while test_parser:
             cxt = xengine.exec(stmts, cxt, keep)
             if server_mode == RunType.Threaded:
                 # assignment to avoid auto gc
-                sqls =  [s.strip() for s in cxt.sql.split(';')]
+                # sqls =  [s.strip() for s in cxt.sql.split(';')]
-                qs = [ctypes.c_char_p(bytes(q, 'utf-8')) for q in sqls if len(q)]
+                qs = [ctypes.c_char_p(bytes(q, 'utf-8')) for q in cxt.queries if len(q)]
                 sz = len(qs)
                 payload = (ctypes.c_char_p*sz)(*qs)
                 try:
@@ -282,17 +282,18 @@ while test_parser:
                 tm = time.gmtime()
                 fname = f'{tm.tm_year}{tm.tm_mon}_{tm.tm_mday}_{tm.tm_hour}:{tm.tm_min}:{tm.tm_sec}'
             if cxt:
-                def savefile(attr:str, desc:str):
+                from typing import Optional
+                def savefile(attr:str, desc:str, ext:Optional[str] = None):
                     if hasattr(cxt, attr):
                         attr : str = getattr(cxt, attr)
                         if attr:
-                            ext = '.' + desc
+                            ext = ext if ext else '.' + desc
                             name = fname if fname.endswith(ext) else fname + ext
                             with open('saves/' + name, 'wb') as cfile:
                                 cfile.write(attr.encode('utf-8'))
                                 print(f'saved {desc} code as {name}')
                 savefile('ccode', 'cpp')
-                savefile('udf', 'udf')
+                savefile('udf', 'udf', '.hpp')
                 savefile('sql', 'sql')
                 
             continue

reconstruct/__init__.py

@@ -25,7 +25,7 @@ def exec(stmts, cxt = None, keep = False):
             generate(s, cxt)
     else:
         generate(stmts_stmts, cxt)
-    cxt.print(cxt.sql)
+    cxt.print(cxt.queries)
     return cxt
     
 __all__ = ["initialize", "generate", "exec", "saved_cxt"]

reconstruct/ast.py

@@ -35,7 +35,10 @@ class ast_node:
     name = 'null'
     
     def init(self, _):
+        if self.parent is None:
+            self.context.sql_begin()
         self.add(self.__class__.name.upper())
+
     def produce(self, _):
         pass
     def spawn(self, _):
@@ -44,7 +47,7 @@ class ast_node:
     def consume(self, _):
         if self.parent is None:
             self.emit(self.sql+';\n')
-        
+            self.context.sql_end()
         
 from reconstruct.expr import expr, fastscan
 
@@ -54,11 +57,17 @@ class projection(ast_node):
     first_order = 'select'
     
     def init(self, _):
+        # skip default init
         pass
+    
     def produce(self, node):
         p = node['select']
         self.projections = p if type(p) is list else [p]
         self.add('SELECT')
+        if self.parent is None:
+            self.context.sql_begin()
+            self.postproc_fname = 'dll_' + base62uuid(6)
+            self.context.postproc_begin(self.postproc_fname)
         
     def spawn(self, node):
         self.datasource = None # datasource is Join instead of TableInfo
@@ -245,6 +254,11 @@ class projection(ast_node):
             self.outfile.finalize()
         self.context.emitc(f'puts("done.");')
 
+        if self.parent is None:
+            self.context.sql_end()
+            self.context.postproc_end(self.postproc_fname)
+            
+        
 class orderby(ast_node):
     name = 'order by'
     def produce(self, node):
@@ -314,15 +328,16 @@ class scan(ast_node):
     
 class groupby_c(ast_node):
     name = '_groupby'
-    def init(self, _):
+    def init(self, node : List[Tuple[expr, Set[ColRef]]]):
         self.proj : projection = self.parent
-        return super().init(_)
+        self.glist : List[Tuple[expr, Set[ColRef]]] = node
+        return super().init(node)
     def produce(self, node : List[Tuple[expr, Set[ColRef]]]):
         self.context.headers.add('"./server/hasher.h"')
         self.context.headers.add('unordered_map')
         self.group = 'g' + base62uuid(7)
         self.group_type = 'record_type' + base62uuid(7)
-        self.datasource = self.parent.datasource
+        self.datasource = self.proj.datasource
         self.scanner = None
         self.datasource.rec = set()
         
@@ -330,7 +345,7 @@ class groupby_c(ast_node):
         g_contents_list = []
         first_col = ''
         
-        for g in node:
+        for g in self.glist:
             e = expr(self, g[0].node, c_code=True)
             g_str = e.eval(c_code = True, y = lambda c: self.proj.pyname2cname[c])
             # if v is compound expr, create tmp cols
@@ -345,7 +360,7 @@ class groupby_c(ast_node):
         self.context.emitc(f'typedef record<{",".join(g_contents_decltype)}> {self.group_type};')
         self.context.emitc(f'unordered_map<{self.group_type}, vector_type<uint32_t>, '
             f'transTypes<{self.group_type}, hasher>> {self.group};')
-        self.n_grps = len(node)
+        self.n_grps = len(self.glist)
         self.scanner = scan(self, first_col + '.size')
         self.scanner.add(f'{self.group}[forward_as_tuple({g_contents}[{self.scanner.it_ver}])].emplace_back({self.scanner.it_ver});')
 
@@ -373,8 +388,14 @@ class groupby_c(ast_node):
                 len_var = 'len_'+base62uuid(7)
                 gscanner.add(f'auto &{len_var} = {val_var}.size;', position = 'front')
         
+        def get_key_idx (varname : str):
+            for i, g in enumerate(self.glist):
+                if varname == g[0].eval():
+                   return i 
+            return var_table[varname]
+        
         def get_var_names (varname : str):
-            var = var_table[varname]
+            var = get_key_idx(varname)
             if type(var) is str:
                 return f'{var}[{val_var}]'
             else:
@@ -545,6 +566,8 @@ class create_table(ast_node):
     name = 'create_table'
     first_order = name
     def init(self, node):
+        if self.parent is None:
+            self.context.sql_begin()
         self.sql = 'CREATE TABLE '
     
     def produce(self, node):
@@ -562,6 +585,7 @@ class create_table(ast_node):
 class insert(ast_node):
     name = 'insert'
     first_order = name
+    
     def produce(self, node):
         values = node['query']['select']
         tbl = node['insert']
@@ -586,6 +610,8 @@ class load(ast_node):
             self.produce = self.produce_monetdb
         else:
             self.produce = self.produce_aq
+        if self.parent is None:
+            self.context.sql_begin()
             
     def produce_aq(self, node):
         node = node['load']

reconstruct/storage.py

@@ -87,6 +87,8 @@ class Context:
         self.finalized = False
         self.udf = None
         self.scans = []
+        self.procs = []
+        self.queries = []
         
     def __init__(self):
         self.tables_byname = dict()
@@ -101,10 +103,8 @@ class Context:
         self.has_dll = False
         self.dialect = 'MonetDB'
         self.have_hge = False
+        self.Error = lambda *args: print(*args)
         self.Info = lambda *_: None
-        self.Info = lambda *_: None
-        self.new()
-
 
     def emit(self, sql:str):
         self.sql += sql + ' '
@@ -118,17 +118,31 @@ class Context:
         self.emitc(str_scan)
         self.scans.remove(scan)
         
-    function_head = '''
+    function_deco = '__AQEXPORT__(int) '
-    extern "C" int __DLLEXPORT__ dllmain(Context* cxt) { 
+    function_head = ('(Context* cxt) {\n' +
-        using namespace std;
+        '\tusing namespace std;\n' +
-        using namespace types;
+        '\tusing namespace types;\n' + 
-        auto server = static_cast<Server*>(cxt->alt_server);
+        '\tauto server = static_cast<Server*>(cxt->alt_server);\n')
-    '''
+    
     udf_head = ('#pragma once\n'
         '#include \"./server/libaquery.h\"\n'
         '#include \"./server/aggregations.h\"\n\n'
         )
     
+    def sql_begin(self):
+        self.sql = ''
+
+    def sql_end(self):
+        self.queries.append('Q' + self.sql)
+        self.sql = ''    
+    def postproc_begin(self, proc_name: str):
+        self.ccode = self.function_deco + proc_name + self.function_head
+    
+    def postproc_end(self, proc_name: str):
+        self.procs.append(self.ccode + 'return 0;\n}')
+        self.ccode = ''
+        self.queries.append('P' + proc_name)
+        
     def finalize(self):
         if not self.finalized:
             headers = ''
@@ -137,6 +151,6 @@ class Context:
                     headers += '#include <' + h + '>\n'
                 else:
                     headers += '#include ' + h + '\n'
-            self.ccode = headers + self.function_head + self.ccode + 'return 0;\n}'
+            self.ccode = headers + '\n'.join(self.procs)
             self.headers = set()
         return self.ccode

server/server.cpp

@@ -85,17 +85,26 @@ int dll_main(int argc, char** argv, Context* cxt){
 
     while(cfg->running){
         if (cfg->new_query) {
-
+            void *handle = 0;
             if (cfg->backend_type == BACKEND_MonetDB){
                 if (cxt->alt_server == 0)
                     cxt->alt_server = new Server(cxt);
                 Server* server = reinterpret_cast<Server*>(cxt->alt_server);
                 if(n_recv > 0){
+                    if (cfg->backend_type == BACKEND_AQuery || cfg->has_dll) {
+                        handle = dlopen("./dll.so", RTLD_LAZY);
+                    }
                     for(int i = 0; i < n_recv; ++i)
                     {
-                        server->exec(n_recvd[i]);
+                        if (n_recvd[i][0] == 'Q'){
+                            server->exec(n_recvd[i] + 1);
                             printf("Exec Q%d: %s\n", i, n_recvd[i]);
                         }
+                        else if (n_recvd[i][0] == 'P' && handle) {
+                            code_snippet c = reinterpret_cast<code_snippet>(dlsym(handle, n_recvd[i]+1));
+                            c(cxt);
+                        }
+                    }
                     n_recv = 0;
                 }
                 if(server->last_error == nullptr){
@@ -108,12 +117,12 @@ int dll_main(int argc, char** argv, Context* cxt){
             }
             
             // puts(cfg->has_dll ? "true" : "false");
-            if (cfg->backend_type == BACKEND_AQuery || cfg->has_dll) {
+            if (cfg->backend_type == BACKEND_AQuery) {
-                void* handle = dlopen("./dll.so", RTLD_LAZY);
+                handle = dlopen("./dll.so", RTLD_LAZY);
                 code_snippet c = reinterpret_cast<code_snippet>(dlsym(handle, "dllmain"));
                 c(cxt);
-                dlclose(handle);
             }
+            if (handle) dlclose(handle);
             cfg->new_query = 0;
         }
         std::this_thread::sleep_for(std::chrono::milliseconds(100));

server/types.h

@@ -220,12 +220,13 @@ constexpr size_t sum_type(size_t a[], size_t sz) {
         ret += a[i];
     return ret;
 }
-template<class Types, class ...T1> constexpr size_t sum_type() {
+template<class Types, class ...T1> 
+constexpr size_t sum_type() {
     size_t t[] = {std::is_same_v<Types, T1> ...};
     return sum_type(t, sizeof...(T1));
 }
-template<class ...T1, class ...Types> constexpr
+template<class ...T1, class ...Types> 
-size_t count_type(std::tuple<Types...>* ts) {
+constexpr size_t count_type(std::tuple<Types...>* ts) {
     size_t t[] = {sum_type<Types, T1...>() ...};
     return sum_type(t, sizeof...(Types));
 }

udf.hpp

@@ -2,17 +2,55 @@
 #include "./server/libaquery.h"
 #include "./server/aggregations.h"
 
-auto covariance = [](auto x, auto y) {
+auto covariances2 = [](auto x, auto y, auto w, uint32_t _builtin_len, auto& _builtin_ret) {
-	auto xmean = avg(x);
+	auto xmeans = 0.0;
-	auto ymean = avg(y);
+	auto ymeans = 0.0;
-	return avg(((x - xmean) * (y - ymean)));
+	auto l = _builtin_len;
+	if((l > 0)) {
+		xmeans = x[0];
+		ymeans = y[0];
+		_builtin_ret[0] = 0.0;
+	}
+	if((w > l))
+		w = l;
+	for(auto  i = 1,  j = 0; (i < w); i = (i + 1))  {
+		xmeans += x[i];
+		ymeans += y[i];
+		_builtin_ret[i] = avg(((x.subvec(0, i) - (xmeans / i)) * (y.subvec(0, i) - (ymeans / i))));
+	}
+	xmeans /= w;
+	ymeans /= w;
+	for(auto i = w; (i < l); i += 1)  {
+		xmeans += ((x[i] - x[(i - w)]) / w);
+		ymeans += ((y[i] - y[(i - w)]) / w);
+		_builtin_ret[i] = avg(((x.subvec((i - w), i) - xmeans) * (y.subvec((i - w), i) - ymeans)));
+	}
+	return ;
 };
 
-auto sd = [](auto x) {
+auto covariances2_gettype = [](auto x, auto y, auto w) {
-	return sqrt(covariance(x, x));
+	uint32_t _builtin_len = 0;
-};
+	auto xmeans = 0.0;
-
+	auto ymeans = 0.0;
-auto paircorr = [](auto x, auto y) {
+	auto l = _builtin_len;
-	return (covariance(x, y) / (sd(x) * sd(y)));
+	if((l > 0)) {
+		xmeans = x[0];
+		ymeans = y[0];
+		return 0.0;
+	}
+	if((w > l))
+		w = l;
+	for(auto  i = 1,  j = 0; (i < w); i = (i + 1))  {
+		xmeans += x[i];
+		ymeans += y[i];
+		return avg(((x.subvec(0, i) - (xmeans / i)) * (y.subvec(0, i) - (ymeans / i))));
+	}
+	xmeans /= w;
+	ymeans /= w;
+	for(auto i = w; (i < l); i += 1)  {
+		xmeans += ((x[i] - x[(i - w)]) / w);
+		ymeans += ((y[i] - y[(i - w)]) / w);
+		return avg(((x.subvec((i - w), i) - xmeans) * (y.subvec((i - w), i) - ymeans)));
+	}
 };