Added quantiling UDAFs
[com/gs-lite.git] / include / hfta / clean_operator.h
index 6c8d0ed..a7e7862 100644 (file)
-/* ------------------------------------------------
-Copyright 2014 AT&T Intellectual Property
-   Licensed under the Apache License, Version 2.0 (the "License");
-   you may not use this file except in compliance with the License.
-   You may obtain a copy of the License at
-
-     http://www.apache.org/licenses/LICENSE-2.0
-
-   Unless required by applicable law or agreed to in writing, software
-   distributed under the License is distributed on an "AS IS" BASIS,
-   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-   See the License for the specific language governing permissions and
-   limitations under the License.
- ------------------------------------------- */
-
-#ifndef CLEAN_OPERATOR_H
-#define CLEAN_OPERATOR_H
-
-#include "host_tuple.h"
-#include "base_operator.h"
-#include <list>
-#include "hash_table.h"
-#include <iostream>
-
-#define _GB_FLUSH_PER_TUPLE_ 1
-
-// #define _C_O_DEBUG 1
-
-using namespace std;
-
-template <class clean_func, class group, class aggregate, class state, class hasher_func, class equal_func, class superhasher_func, class superequal_func> class clean_operator: public base_operator{
-
- private:
-
-  class superattribute{
-  public:
-    unsigned int count_distinct;
-    list<group*> l;
-
-    superattribute(){
-      count_distinct = 0;
-    };
-    ~superattribute(){};
-  };
-
-  clean_func func;
-  hash_table<group*, aggregate*, hasher_func, equal_func> group_table[2];
-  hash_table<group*, state*, superhasher_func, superequal_func> supergroup_table[2];
-  // maintains count_distinct for every supergroup
-  // also maintains list of groups of this supergroup
-  hash_table<group*, superattribute*, superhasher_func, superequal_func> sp_attribute[2];
-  bool flush_finished;
-  unsigned int curr_table;
-  unsigned int curr_supertable;
-  unsigned int curr_attrtable;
-  unsigned int packet_count;
-  unsigned int ccc;
-  typename hash_table<group*, aggregate*, hasher_func, equal_func>::iterator iter1; //find
-  typename hash_table<group*, aggregate*, hasher_func, equal_func>::iterator flush_pos;
-  typename hash_table<group*, state*, superhasher_func, superequal_func>::iterator iter2; //find
-  typename hash_table<group*, state*, superhasher_func, superequal_func>::iterator super_flush_pos;
-
- public:
-
-//  clean_operator(int schema_hadle): func(1){
-  clean_operator(int schema_handle, const char* name) : base_operator(name), func(schema_handle){
-    flush_finished = true;
-    curr_table = 0;
-    curr_supertable = 0;
-    curr_attrtable = 0;
-    packet_count = 0;
-    ccc = 0;
-    flush_pos = group_table[1-curr_table].end();
-    super_flush_pos = supergroup_table[1-curr_supertable].end();
-  }
-
-  virtual int accept_tuple(host_tuple& tup, list<host_tuple>& result){
-    packet_count++;
-    // evict tuple from the old table
-    if(!flush_finished){
-      partial_flush(result);
-    }
-
-    //buffers to store keys
-    char buffer[sizeof(group)];
-
-    // key of the supergroup is all group-by attributes not including the once that define time window
-    // key of the supergroup is a subset of a group key
-    //cout << "clean_op: creating group" << "\n";
-    group* grp = func.create_group(tup,buffer);
-/*//                   Ignore temp tuples until we can fix their timestamps.
-if(func.temp_status_received()){
-  tup.free_tuple();
- return 0;
-}*/
-    state* curr_state;
-    int cd = 0; //count_distinct
-
-    // do final clean at the border of the time window
-    if(func.flush_needed()){
-      //cout << "number of records: " << packet_count << endl;
-      //cout << "number of EVAL records: " << ccc << endl;
-      packet_count = 0;
-      ccc = 0;
-      // for every supergroup - clean group table
-      //cout << "FINAL CLEANING PHASE: " << "\n";
-      iter2 = supergroup_table[curr_supertable].begin();
-      while (iter2 != supergroup_table[curr_supertable].end()) {
-       cd =  ((*(sp_attribute[curr_attrtable].find((*iter2).first))).second)->count_distinct;
-       func.finalize_state((*iter2).second, cd);
-       clean((*iter2).first,(*iter2).second, true);
-       ++iter2;
-      }
-
-    }
-
-    if(!grp){
-      //cout << "clean_op: failed to create group" << "\n";
-      if(func.flush_needed()){
-       flush(result);
-       superflush();
-      }
-      if(func.temp_status_received()){
-       host_tuple temp_tup;
-       if (!func.create_temp_status_tuple(temp_tup, flush_finished)) {
-         temp_tup.channel = output_channel;
-         result.push_back(temp_tup);
-       }
-      }
-      tup.free_tuple();
-      return 0;
-    }
-
-    // first flush everything from the old table if needed
-    // need it before anything else because of the definition of the key for supergroup
-    if(func.flush_needed()){
-      //do flush of the old group table using state from the old supergroup table
-      flush(result);
-      //flush everything from the old supertable, swap tables;
-      superflush();
-    }
-
-    state* old_state;
-
-     //supergroup exists in the new table
-    if ((iter2 = supergroup_table[curr_supertable].find(grp)) != supergroup_table[curr_supertable].end()){
-      old_state = (*iter2).second;
-
-       superattribute *temp = (*(sp_attribute[curr_attrtable].find(grp))).second;
-       cd = temp->count_distinct;
-
-       if(!func.evaluate_predicate(tup,grp,old_state, cd)){
-        ccc++;
-        tup.free_tuple();
-        return 0;
-       }
-       // update superaggregates
-       func.update_plus_superaggr(tup, grp, old_state);
-       //((*(sp_attribute[curr_attrtable].find(grp))).second)->count_distinct++;
-       temp->count_distinct++;
-       cd = temp->count_distinct;
-       curr_state = old_state;
-    }
-    //new supergroup
-    else{
-
-      //look up the group in the old table,
-      if((iter2 = supergroup_table[1-curr_supertable].find(grp)) != supergroup_table[1-curr_supertable].end()){
-       cd  = ((*(sp_attribute[1-curr_attrtable].find(grp))).second)->count_distinct;
-       //curr_state = new state((*iter2).second);
-       curr_state = new state();
-       old_state = (*iter2).second;
-
-       //if there is one - do reinitialization
-       func.reinitialize_state(tup, grp, curr_state,old_state, cd);
-      }
-      else{
-       curr_state = new state();
-       //if there isn't - do initialization
-       func.initialize_state(tup, grp, curr_state);
-      }
-
-      // have to create new object for superkey
-      group* new_sgrp = new group(grp);
-
-      // need to insert the supergroup into the hash table even if the predicate
-      // evaluates to false, since the state is initialized with the first tuple of the supergroup
-
-      //insert supergroup into the hash table
-      supergroup_table[curr_supertable].insert(new_sgrp, curr_state);
-      // create superattribute object
-      superattribute* sp_attr = new superattribute();
-      sp_attribute[curr_attrtable].insert(new_sgrp,sp_attr);
-
-
-      if(!func.evaluate_predicate(tup, grp, curr_state, cd)){
-       ccc++;
-       tup.free_tuple();
-       return 0;
-      }
-
-      // update superaggregates
-      func.update_plus_superaggr(tup, grp, curr_state);
-      ((*(sp_attribute[curr_attrtable].find(grp))).second)->count_distinct++;
-    }
-
-    aggregate* ag;
-    cd = ((*(sp_attribute[curr_attrtable].find(grp))).second)->count_distinct;
-
-    if ((iter1 = group_table[curr_table].find(grp)) != group_table[curr_table].end()) {
-      //cout << "clean_op: group already exists" << "\n";
-      aggregate* old_aggr = (*iter1).second;
-
-      //adjust count_distinct due to aggregation
-      ((*(sp_attribute[curr_attrtable].find(grp))).second)->count_distinct--;
-
-      //update group aggregates
-      func.update_aggregate(tup, grp, old_aggr, curr_state, cd);
-      ag = old_aggr;
-    }
-    else{
-      //cout << "clean_op: creating a new group" << "\n";
-      // create a copy of the group on the heap
-      group *new_grp = new group(grp); // need a copy constructor for groups
-      aggregate* aggr = new aggregate();
-      // create an aggregate in preallocated buffer
-      aggr = func.create_aggregate(tup, grp, (char*)aggr, curr_state, cd);
-      //cout << "clean_op: inserting group into hash" << "\n";
-      group_table[curr_table].insert(new_grp, aggr);
-      ag = aggr;
-
-      // remember group in the list of supergroup
-      ((*(sp_attribute[curr_attrtable].find(new_grp))).second)->l.push_back(new_grp);
-
-    }
-
-
-    //used just for print
-    bool do_print = false;
-    cd =  ((*(sp_attribute[curr_attrtable].find(grp))).second)->count_distinct;
-
-    //CLEANING WHEN
-    if(func.need_to_clean(grp, curr_state, cd)){
-      clean(grp, curr_state, false);
-      do_print = true;
-    }
-
-    tup.free_tuple();
-    return 0;
-  }
-
-  virtual int flush(list<host_tuple>& result){
-
-    //cout << "clean_op: flush" << "\n";
-    host_tuple tup;
-    unsigned int old_table = 1-curr_table;
-    unsigned int old_supertable = 1-curr_supertable;
-    unsigned int old_attr = 1-curr_attrtable;
-    typename hash_table<group*, state*, superhasher_func, superequal_func>::iterator iter;
-    iter = supergroup_table[old_supertable].begin();
-    unsigned int cd  = 0;
-
-    //     if the old table isn't empty, flush it now.
-    if (!group_table[old_table].empty()) {
-      //cout << "clean_op: old table is not empty, flushing everything immediately" << "\n";
-      for (; flush_pos != group_table[old_table].end(); ++flush_pos) {
-
-       bool failed = false;
-       if((iter = supergroup_table[old_supertable].find((*flush_pos).first)) != supergroup_table[old_supertable].end()){
-
-         cd = ((*(sp_attribute[old_attr].find((*flush_pos).first))).second)->count_distinct;
-
-         tup = func.create_output_tuple((*flush_pos).first,(*flush_pos).second, (*iter).second, cd ,failed);
-         if (!failed) {
-           //cout << "sampled\n";
-           tup.channel = output_channel;
-           result.push_back(tup);
-         }
-
-         // may not need deletion of the list pointer, since the supergroup will be flushed soon anyway.
-       }
-
-       delete ((*flush_pos).first);
-       delete ((*flush_pos).second);
-      }
-      group_table[old_table].clear();
-      group_table[old_table].rehash();
-    }
-
-    //    swap tables, enable partial flush processing.
-    flush_pos = group_table[curr_table].begin();
-    curr_table = old_table;
-    flush_finished = false;
-
-    return 0;
-  }
-
-  virtual int partial_flush(list<host_tuple>& result){
-
-    //cout << "clean_op: partial flush" << "\n";
-    host_tuple tup;
-    unsigned int old_table = 1-curr_table;
-    unsigned int old_supertable = 1-curr_supertable;
-    unsigned int old_attr = 1-curr_attrtable;
-    unsigned int i;
-    unsigned int cd = 0;
-    typename hash_table<group*, state*, superhasher_func, superequal_func>::iterator iter;
-    iter = supergroup_table[old_supertable].begin();
-
-    // emit up to _GB_FLUSH_PER_TABLE_ output tuples.
-    if (!group_table[old_table].empty()) {
-      for (i=0; flush_pos != group_table[old_table].end() && i<_GB_FLUSH_PER_TUPLE_; ++flush_pos, ++i) {
-
-       bool failed = false;
-       // find supergroup of the group to be deleted
-       if((iter = supergroup_table[old_supertable].find((*flush_pos).first)) != supergroup_table[old_supertable].end()){
-
-         cd = ((*(sp_attribute[old_attr].find((*flush_pos).first))).second)->count_distinct;
-
-         tup = func.create_output_tuple((*flush_pos).first,(*flush_pos).second, (*iter).second, cd, failed);
-         if (!failed) {
-
-           //cout << "sampled\n";
-           tup.channel = output_channel;
-           result.push_back(tup);
-         }
-
-         // may not need deletion of the list pointer, since the supergroup will be flushed soon anyway.
-       }
-
-       delete ((*flush_pos).first);
-       delete ((*flush_pos).second);
-      }
-    }
-
-    //   finalize processing if empty.
-    if(flush_pos == group_table[old_table].end()) {
-      flush_finished = true;
-      group_table[old_table].clear();
-      group_table[old_table].rehash();
-    }
-
-    return 0;
-  }
-
-  virtual int superflush(){
-
-    // cout << "clean_op: superflush" << "\n";
-    typename hash_table<group*, superattribute*, superhasher_func, superequal_func>::iterator attr_flush_pos;
-    unsigned int old = 1-curr_supertable;
-    unsigned int attr_old = 1-curr_attrtable;
-
-    // if the old supergroup table isn't empty, flush it now.
-    if (!supergroup_table[old].empty()) {
-      //cout << "clean_op: flush supertable" << "\n";
-      for (; super_flush_pos != supergroup_table[old].end(); ++super_flush_pos) {
-       //find that supergroup in the attributes table
-       attr_flush_pos = sp_attribute[attr_old].find((*super_flush_pos).first);
-
-       delete ((*super_flush_pos).first);
-       delete ((*super_flush_pos).second);
-       //flush superattribute table too
-       //delete ((*attr_flush_pos).first);
-       delete ((*attr_flush_pos).second);
-      }
-      supergroup_table[old].clear();
-      supergroup_table[old].rehash();
-      sp_attribute[attr_old].clear();
-      sp_attribute[attr_old].rehash();
-    }
-
-    // swap supertables
-    super_flush_pos = supergroup_table[curr_supertable].begin();
-    curr_supertable = old;
-    // swap attribute tables
-    curr_attrtable = attr_old;
-
-    return 0;
-  }
-
-  virtual int clean(group* sgr, state* st, bool final_clean){
-    //cout << "clean_op: clean" << "\n";
-    bool sample = false;
-
-    typename list<group*>::iterator viter;
-    superattribute* glist = (*(sp_attribute[curr_attrtable].find(sgr))).second;
-    int cd = ((*(sp_attribute[curr_attrtable].find(sgr))).second)->count_distinct;
-//    glist->l.size();
-//    group_table[curr_table].size();
-    if (!glist->l.empty()){
-
-      //cout << "clean_op: list of group pointers is not empty" << "\n";
-      viter = glist->l.begin();
-      for(; viter != glist->l.end();){
-       iter1 = group_table[curr_table].find(*viter);
-       aggregate* old_aggr = (*iter1).second;
-
-       //if (((*iter1).first->valid)){
-       if (final_clean){
-           // HAVING
-         sample = func.final_sample_group((*iter1).first, old_aggr, st, cd);
-       }
-         else
-           // CLEANING BY
-           sample = func.sample_group((*iter1).first, old_aggr, st, cd);
-
-         if(!sample){
-           //cout << "clean_op: evicting group from the group table" << "\n";
-           //update superaggregates
-           func.update_minus_superaggr((*iter1).first, old_aggr, st);
-           //delete group
-           group* g = (*iter1).first;
-           aggregate* a = (*iter1).second;
-           group_table[curr_table].erase((*iter1).first);
-           delete g;
-           delete a;
-           //update count_distinct
-           ((*(sp_attribute[curr_attrtable].find((*iter1).first))).second)->count_distinct--;
-           //remove pointer from supergroup
-           viter = glist->l.erase(viter);
-         }
-         else
-           ++viter;
-      }
-    }
-
-    return 0;
-  }
-
-  virtual int set_param_block(int sz, void* value){
-    func.set_param_block(sz, value);
-    return 0;
-  }
-
-  virtual int get_temp_status(host_tuple& result){
-    result.channel = output_channel;
-    return func.create_temp_status_tuple(result, flush_finished);
-  }
-
-  virtual int get_blocked_status(){
-    return -1;
-  }
-
-  unsigned int get_mem_footprint() {
-               return group_table[0].get_mem_footprint() + group_table[1].get_mem_footprint() +
-               supergroup_table[0].get_mem_footprint() + supergroup_table[1].get_mem_footprint() +
-               sp_attribute[0].get_mem_footprint() + sp_attribute[1].get_mem_footprint();
-  }
-
-};
-
-#endif
+/* ------------------------------------------------\r
+Copyright 2014 AT&T Intellectual Property\r
+   Licensed under the Apache License, Version 2.0 (the "License");\r
+   you may not use this file except in compliance with the License.\r
+   You may obtain a copy of the License at\r
+\r
+     http://www.apache.org/licenses/LICENSE-2.0\r
+\r
+   Unless required by applicable law or agreed to in writing, software\r
+   distributed under the License is distributed on an "AS IS" BASIS,\r
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\r
+   See the License for the specific language governing permissions and\r
+   limitations under the License.\r
+ ------------------------------------------- */\r
+\r
+#ifndef CLEAN_OPERATOR_H\r
+#define CLEAN_OPERATOR_H\r
+\r
+#include "host_tuple.h"\r
+#include "base_operator.h"\r
+#include <list>\r
+#include "hash_table.h"\r
+#include <iostream>\r
+\r
+#define _GB_FLUSH_PER_TUPLE_ 1\r
+\r
+// #define _C_O_DEBUG 1\r
+\r
+using namespace std;\r
+\r
+template <class clean_func, class group, class aggregate, class state, class hasher_func, class equal_func, class superhasher_func, class superequal_func> class clean_operator: public base_operator{\r
+\r
+ private:\r
+\r
+  class superattribute{\r
+  public:\r
+    unsigned int count_distinct;\r
+    list<group*> l;\r
+\r
+    superattribute(){\r
+      count_distinct = 0;\r
+    };\r
+    ~superattribute(){};\r
+  };\r
+\r
+  clean_func func;\r
+  hash_table<group*, aggregate*, hasher_func, equal_func> group_table[2];\r
+  hash_table<group*, state*, superhasher_func, superequal_func> supergroup_table[2];\r
+  // maintains count_distinct for every supergroup\r
+  // also maintains list of groups of this supergroup\r
+  hash_table<group*, superattribute*, superhasher_func, superequal_func> sp_attribute[2];\r
+  bool flush_finished;\r
+  unsigned int curr_table;\r
+  unsigned int curr_supertable;\r
+  unsigned int curr_attrtable;\r
+  unsigned int packet_count;\r
+  unsigned int ccc;\r
+  typename hash_table<group*, aggregate*, hasher_func, equal_func>::iterator iter1; //find\r
+  typename hash_table<group*, aggregate*, hasher_func, equal_func>::iterator flush_pos;\r
+  typename hash_table<group*, state*, superhasher_func, superequal_func>::iterator iter2; //find\r
+  typename hash_table<group*, state*, superhasher_func, superequal_func>::iterator super_flush_pos;\r
+\r
+ public:\r
+\r
+//  clean_operator(int schema_hadle): func(1){\r
+  clean_operator(int schema_handle, const char* name) : base_operator(name), func(schema_handle){\r
+    flush_finished = true;\r
+    curr_table = 0;\r
+    curr_supertable = 0;\r
+    curr_attrtable = 0;\r
+    packet_count = 0;\r
+    ccc = 0;\r
+    flush_pos = group_table[1-curr_table].end();\r
+    super_flush_pos = supergroup_table[1-curr_supertable].end();\r
+  }\r
+\r
+  virtual int accept_tuple(host_tuple& tup, list<host_tuple>& result){\r
+    packet_count++;\r
+    // evict tuple from the old table\r
+    if(!flush_finished){\r
+      partial_flush(result);\r
+    }\r
+\r
+    //buffers to store keys\r
+    char buffer[sizeof(group)];\r
+\r
+    // key of the supergroup is all group-by attributes not including the once that define time window\r
+    // key of the supergroup is a subset of a group key\r
+    //cout << "clean_op: creating group" << "\n";\r
+    group* grp = func.create_group(tup,buffer);\r
+/*//                   Ignore temp tuples until we can fix their timestamps.\r
+if(func.temp_status_received()){\r
+  tup.free_tuple();\r
+ return 0;\r
+}*/\r
+    state* curr_state;\r
+    int cd = 0; //count_distinct\r
+\r
+    // do final clean at the border of the time window\r
+    if(func.flush_needed()){\r
+      //cout << "number of records: " << packet_count << endl;\r
+      //cout << "number of EVAL records: " << ccc << endl;\r
+      packet_count = 0;\r
+      ccc = 0;\r
+      // for every supergroup - clean group table\r
+      //cout << "FINAL CLEANING PHASE: " << "\n";\r
+      iter2 = supergroup_table[curr_supertable].begin();\r
+      while (iter2 != supergroup_table[curr_supertable].end()) {\r
+       cd =  ((*(sp_attribute[curr_attrtable].find((*iter2).first))).second)->count_distinct;\r
+       func.finalize_state((*iter2).second, cd);\r
+       clean((*iter2).first,(*iter2).second, true);\r
+       ++iter2;\r
+      }\r
+\r
+    }\r
+\r
+    if(!grp){\r
+      //cout << "clean_op: failed to create group" << "\n";\r
+      if(func.flush_needed()){\r
+       flush(result);\r
+       superflush();\r
+      }\r
+      if(func.temp_status_received()){\r
+       host_tuple temp_tup;\r
+       if (!func.create_temp_status_tuple(temp_tup, flush_finished)) {\r
+         temp_tup.channel = output_channel;\r
+         result.push_back(temp_tup);\r
+       }\r
+      }\r
+      tup.free_tuple();\r
+      return 0;\r
+    }\r
+\r
+    // first flush everything from the old table if needed\r
+    // need it before anything else because of the definition of the key for supergroup\r
+    if(func.flush_needed()){\r
+      //do flush of the old group table using state from the old supergroup table\r
+      flush(result);\r
+      //flush everything from the old supertable, swap tables;\r
+      superflush();\r
+    }\r
+\r
+    state* old_state;\r
+\r
+     //supergroup exists in the new table\r
+    if ((iter2 = supergroup_table[curr_supertable].find(grp)) != supergroup_table[curr_supertable].end()){\r
+      old_state = (*iter2).second;\r
+\r
+       superattribute *temp = (*(sp_attribute[curr_attrtable].find(grp))).second;\r
+       cd = temp->count_distinct;\r
+\r
+       if(!func.evaluate_predicate(tup,grp,old_state, cd)){\r
+        ccc++;\r
+        tup.free_tuple();\r
+        return 0;\r
+       }\r
+       // update superaggregates\r
+       func.update_plus_superaggr(tup, grp, old_state);\r
+       //((*(sp_attribute[curr_attrtable].find(grp))).second)->count_distinct++;\r
+       temp->count_distinct++;\r
+       cd = temp->count_distinct;\r
+       curr_state = old_state;\r
+    }\r
+    //new supergroup\r
+    else{\r
+\r
+      //look up the group in the old table,\r
+      if((iter2 = supergroup_table[1-curr_supertable].find(grp)) != supergroup_table[1-curr_supertable].end()){\r
+       cd  = ((*(sp_attribute[1-curr_attrtable].find(grp))).second)->count_distinct;\r
+       //curr_state = new state((*iter2).second);\r
+       curr_state = new state();\r
+       old_state = (*iter2).second;\r
+\r
+       //if there is one - do reinitialization\r
+       func.reinitialize_state(tup, grp, curr_state,old_state, cd);\r
+      }\r
+      else{\r
+       curr_state = new state();\r
+       //if there isn't - do initialization\r
+       func.initialize_state(tup, grp, curr_state);\r
+      }\r
+\r
+      // have to create new object for superkey\r
+      group* new_sgrp = new group(grp);\r
+\r
+      // need to insert the supergroup into the hash table even if the predicate\r
+      // evaluates to false, since the state is initialized with the first tuple of the supergroup\r
+\r
+      //insert supergroup into the hash table\r
+      supergroup_table[curr_supertable].insert(new_sgrp, curr_state);\r
+      // create superattribute object\r
+      superattribute* sp_attr = new superattribute();\r
+      sp_attribute[curr_attrtable].insert(new_sgrp,sp_attr);\r
+\r
+\r
+      if(!func.evaluate_predicate(tup, grp, curr_state, cd)){\r
+       ccc++;\r
+       tup.free_tuple();\r
+       return 0;\r
+      }\r
+\r
+      // update superaggregates\r
+      func.update_plus_superaggr(tup, grp, curr_state);\r
+      ((*(sp_attribute[curr_attrtable].find(grp))).second)->count_distinct++;\r
+    }\r
+\r
+    aggregate* ag;\r
+    cd = ((*(sp_attribute[curr_attrtable].find(grp))).second)->count_distinct;\r
+\r
+    if ((iter1 = group_table[curr_table].find(grp)) != group_table[curr_table].end()) {\r
+      //cout << "clean_op: group already exists" << "\n";\r
+      aggregate* old_aggr = (*iter1).second;\r
+\r
+      //adjust count_distinct due to aggregation\r
+      ((*(sp_attribute[curr_attrtable].find(grp))).second)->count_distinct--;\r
+\r
+      //update group aggregates\r
+      func.update_aggregate(tup, grp, old_aggr, curr_state, cd);\r
+      ag = old_aggr;\r
+    }\r
+    else{\r
+      //cout << "clean_op: creating a new group" << "\n";\r
+      // create a copy of the group on the heap\r
+      group *new_grp = new group(grp); // need a copy constructor for groups\r
+      aggregate* aggr = new aggregate();\r
+      // create an aggregate in preallocated buffer\r
+      aggr = func.create_aggregate(tup, grp, (char*)aggr, curr_state, cd);\r
+      //cout << "clean_op: inserting group into hash" << "\n";\r
+      group_table[curr_table].insert(new_grp, aggr);\r
+      ag = aggr;\r
+\r
+      // remember group in the list of supergroup\r
+      ((*(sp_attribute[curr_attrtable].find(new_grp))).second)->l.push_back(new_grp);\r
+\r
+    }\r
+\r
+\r
+    //used just for print\r
+    bool do_print = false;\r
+    cd =  ((*(sp_attribute[curr_attrtable].find(grp))).second)->count_distinct;\r
+\r
+    //CLEANING WHEN\r
+    if(func.need_to_clean(grp, curr_state, cd)){\r
+      clean(grp, curr_state, false);\r
+      do_print = true;\r
+    }\r
+\r
+    tup.free_tuple();\r
+    return 0;\r
+  }\r
+\r
+  virtual int flush(list<host_tuple>& result){\r
+\r
+    //cout << "clean_op: flush" << "\n";\r
+    host_tuple tup;\r
+    unsigned int old_table = 1-curr_table;\r
+    unsigned int old_supertable = 1-curr_supertable;\r
+    unsigned int old_attr = 1-curr_attrtable;\r
+    typename hash_table<group*, state*, superhasher_func, superequal_func>::iterator iter;\r
+    iter = supergroup_table[old_supertable].begin();\r
+    unsigned int cd  = 0;\r
+\r
+    //     if the old table isn't empty, flush it now.\r
+    if (!group_table[old_table].empty()) {\r
+      //cout << "clean_op: old table is not empty, flushing everything immediately" << "\n";\r
+      for (; flush_pos != group_table[old_table].end(); ++flush_pos) {\r
+\r
+       bool failed = false;\r
+       if((iter = supergroup_table[old_supertable].find((*flush_pos).first)) != supergroup_table[old_supertable].end()){\r
+\r
+         cd = ((*(sp_attribute[old_attr].find((*flush_pos).first))).second)->count_distinct;\r
+\r
+         tup = func.create_output_tuple((*flush_pos).first,(*flush_pos).second, (*iter).second, cd ,failed);\r
+         if (!failed) {\r
+           //cout << "sampled\n";\r
+           tup.channel = output_channel;\r
+           result.push_back(tup);\r
+         }\r
+\r
+         // may not need deletion of the list pointer, since the supergroup will be flushed soon anyway.\r
+       }\r
+\r
+       delete ((*flush_pos).first);\r
+       delete ((*flush_pos).second);\r
+      }\r
+      group_table[old_table].clear();\r
+      group_table[old_table].rehash();\r
+    }\r
+\r
+    //    swap tables, enable partial flush processing.\r
+    flush_pos = group_table[curr_table].begin();\r
+    curr_table = old_table;\r
+    flush_finished = false;\r
+\r
+    return 0;\r
+  }\r
+\r
+  virtual int partial_flush(list<host_tuple>& result){\r
+\r
+    //cout << "clean_op: partial flush" << "\n";\r
+    host_tuple tup;\r
+    unsigned int old_table = 1-curr_table;\r
+    unsigned int old_supertable = 1-curr_supertable;\r
+    unsigned int old_attr = 1-curr_attrtable;\r
+    unsigned int i;\r
+    unsigned int cd = 0;\r
+    typename hash_table<group*, state*, superhasher_func, superequal_func>::iterator iter;\r
+    iter = supergroup_table[old_supertable].begin();\r
+\r
+    // emit up to _GB_FLUSH_PER_TABLE_ output tuples.\r
+    if (!group_table[old_table].empty()) {\r
+      for (i=0; flush_pos != group_table[old_table].end() && i<_GB_FLUSH_PER_TUPLE_; ++flush_pos, ++i) {\r
+\r
+       bool failed = false;\r
+       // find supergroup of the group to be deleted\r
+       if((iter = supergroup_table[old_supertable].find((*flush_pos).first)) != supergroup_table[old_supertable].end()){\r
+\r
+         cd = ((*(sp_attribute[old_attr].find((*flush_pos).first))).second)->count_distinct;\r
+\r
+         tup = func.create_output_tuple((*flush_pos).first,(*flush_pos).second, (*iter).second, cd, failed);\r
+         if (!failed) {\r
+\r
+           //cout << "sampled\n";\r
+           tup.channel = output_channel;\r
+           result.push_back(tup);\r
+         }\r
+\r
+         // may not need deletion of the list pointer, since the supergroup will be flushed soon anyway.\r
+       }\r
+\r
+       delete ((*flush_pos).first);\r
+       delete ((*flush_pos).second);\r
+      }\r
+    }\r
+\r
+    //   finalize processing if empty.\r
+    if(flush_pos == group_table[old_table].end()) {\r
+      flush_finished = true;\r
+      group_table[old_table].clear();\r
+      group_table[old_table].rehash();\r
+    }\r
+\r
+    return 0;\r
+  }\r
+\r
+  virtual int superflush(){\r
+\r
+    // cout << "clean_op: superflush" << "\n";\r
+    typename hash_table<group*, superattribute*, superhasher_func, superequal_func>::iterator attr_flush_pos;\r
+    unsigned int old = 1-curr_supertable;\r
+    unsigned int attr_old = 1-curr_attrtable;\r
+\r
+    // if the old supergroup table isn't empty, flush it now.\r
+    if (!supergroup_table[old].empty()) {\r
+      //cout << "clean_op: flush supertable" << "\n";\r
+      for (; super_flush_pos != supergroup_table[old].end(); ++super_flush_pos) {\r
+       //find that supergroup in the attributes table\r
+       attr_flush_pos = sp_attribute[attr_old].find((*super_flush_pos).first);\r
+\r
+       delete ((*super_flush_pos).first);\r
+       delete ((*super_flush_pos).second);\r
+       //flush superattribute table too\r
+       //delete ((*attr_flush_pos).first);\r
+       delete ((*attr_flush_pos).second);\r
+      }\r
+      supergroup_table[old].clear();\r
+      supergroup_table[old].rehash();\r
+      sp_attribute[attr_old].clear();\r
+      sp_attribute[attr_old].rehash();\r
+    }\r
+\r
+    // swap supertables\r
+    super_flush_pos = supergroup_table[curr_supertable].begin();\r
+    curr_supertable = old;\r
+    // swap attribute tables\r
+    curr_attrtable = attr_old;\r
+\r
+    return 0;\r
+  }\r
+\r
+  virtual int clean(group* sgr, state* st, bool final_clean){\r
+    //cout << "clean_op: clean" << "\n";\r
+    bool sample = false;\r
+\r
+    typename list<group*>::iterator viter;\r
+    superattribute* glist = (*(sp_attribute[curr_attrtable].find(sgr))).second;\r
+    int cd = ((*(sp_attribute[curr_attrtable].find(sgr))).second)->count_distinct;\r
+//    glist->l.size();\r
+//    group_table[curr_table].size();\r
+    if (!glist->l.empty()){\r
+\r
+      //cout << "clean_op: list of group pointers is not empty" << "\n";\r
+      viter = glist->l.begin();\r
+      for(; viter != glist->l.end();){\r
+       iter1 = group_table[curr_table].find(*viter);\r
+       aggregate* old_aggr = (*iter1).second;\r
+\r
+       //if (((*iter1).first->valid)){\r
+       if (final_clean){\r
+           // HAVING\r
+         sample = func.final_sample_group((*iter1).first, old_aggr, st, cd);\r
+       }\r
+         else\r
+           // CLEANING BY\r
+           sample = func.sample_group((*iter1).first, old_aggr, st, cd);\r
+\r
+         if(!sample){\r
+           //cout << "clean_op: evicting group from the group table" << "\n";\r
+           //update superaggregates\r
+           func.update_minus_superaggr((*iter1).first, old_aggr, st);\r
+           //delete group\r
+           group* g = (*iter1).first;\r
+           aggregate* a = (*iter1).second;\r
+           group_table[curr_table].erase((*iter1).first);\r
+           delete g;\r
+           delete a;\r
+           //update count_distinct\r
+           ((*(sp_attribute[curr_attrtable].find((*iter1).first))).second)->count_distinct--;\r
+           //remove pointer from supergroup\r
+           viter = glist->l.erase(viter);\r
+         }\r
+         else\r
+           ++viter;\r
+      }\r
+    }\r
+\r
+    return 0;\r
+  }\r
+\r
+  virtual int set_param_block(int sz, void* value){\r
+    func.set_param_block(sz, value);\r
+    return 0;\r
+  }\r
+\r
+  virtual int get_temp_status(host_tuple& result){\r
+    result.channel = output_channel;\r
+    return func.create_temp_status_tuple(result, flush_finished);\r
+  }\r
+\r
+  virtual int get_blocked_status(){\r
+    return -1;\r
+  }\r
+\r
+  unsigned int get_mem_footprint() {\r
+               return group_table[0].get_mem_footprint() + group_table[1].get_mem_footprint() +\r
+               supergroup_table[0].get_mem_footprint() + supergroup_table[1].get_mem_footprint() +\r
+               sp_attribute[0].get_mem_footprint() + sp_attribute[1].get_mem_footprint();\r
+  }\r
+\r
+};\r
+\r
+#endif\r