Exemple #1
0
std::vector<im_agg_t>
apply_l1_predicate_via_ji(std::vector<im_val_t> pos_orderkey_array)
{
  ib_err_t err;
  std::vector<im_agg_t> extendedprice_array;
  ib_tpl_t key_ji = ib_clust_search_tuple_create(crsr_ji);
  ib_tpl_t key_l1_s = ib_clust_search_tuple_create(crsr_l1_s);
  ib_tpl_t key_l1_e = ib_clust_search_tuple_create(crsr_l1_e);
  size_t size = pos_orderkey_array.size();
  int res;
  for (int i = 0; i < size; ++i) {
    uint32_t sum_extendedprice = 0;
    ib_tuple_write_u32(key_ji, 0, pos_orderkey_array[i].pos);
    err = ib_cursor_moveto(crsr_ji, key_ji, IB_CUR_GE, &res);
    if (err != DB_SUCCESS) {
      std::cout << "failed moving cursor for ji" << std::endl;
    }
    while (err == DB_SUCCESS) {
      err = ib_cursor_read_row(crsr_ji, tpl_ji);
      if (err == DB_RECORD_NOT_FOUND || err == DB_END_OF_INDEX) {
      }
      ib_u32_t l3_pos, l1_pos;
      ib_tuple_read_u32(tpl_ji, 0, &l3_pos);
      ib_tuple_read_u32(tpl_ji, 1, &l1_pos);
      if (l3_pos != pos_orderkey_array[i].pos) {
        break;
      }
      ib_tuple_write_u32(key_l1_s, 0, l1_pos);
      err = ib_cursor_moveto(crsr_l1_s, key_l1_s, IB_CUR_LE, &res);
      if (err != DB_SUCCESS) {
        std::cout << "failed moving cursor for l1_s" << std::endl;
      }
      // getting shipdate RLE triple
      err = ib_cursor_read_row(crsr_l1_s, tpl_l1_s);
      ib_u32_t l_shipdate, pos, freq;
      ib_tuple_read_u32(tpl_l1_s, 0, &l_shipdate);
      if (l_shipdate > pred_l_shipdate) {
        ib_tuple_write_u32(key_l1_e, 0, l1_pos);
        err = ib_cursor_moveto(crsr_l1_e, key_l1_e, IB_CUR_GE, &res);
        if (err != DB_SUCCESS) {
          std::cout << "failed moving cursor for l1_s" << std::endl;
        }
        err = ib_cursor_read_row(crsr_l1_e, tpl_l1_e);
        ib_u32_t l_extendedprice;
        ib_tuple_read_u32(tpl_l1_e, 1, &l_extendedprice);
        sum_extendedprice += l_extendedprice;
      }
      err = ib_cursor_next(crsr_ji);
      tpl_ji = ib_tuple_clear(tpl_ji);
    }
    im_agg_t im_agg = {sum_extendedprice};
    extendedprice_array.push_back(im_agg);
  }
  ib_tuple_delete(key_ji);
  ib_tuple_delete(key_l1_s);

  return extendedprice_array;
}
Exemple #2
0
std::vector<im_val_t>
get_l3_custkeys_from_sequences(int pos, int freq)
{
  ib_err_t err;
  std::vector<im_val_t> pos_custkey_array;
  ib_tpl_t key = ib_clust_search_tuple_create(crsr_l3_c);
  ib_tuple_write_u32(key, 0, pos);
  int res;
  static bool moved = false;
  if (!moved) {
    err = ib_cursor_moveto(crsr_l3_c, key, IB_CUR_GE, &res);
    ib_tuple_delete(key);
  }
  for (uint32_t i = pos; i < pos + freq; ++i) {
    err = ib_cursor_read_row(crsr_l3_c, tpl_l3_c);

    ib_u32_t custkey;
    ib_tuple_read_u32(tpl_l3_c, 1, &custkey);
    im_val_t im_val = {i, (uint32_t) custkey};
    pos_custkey_array.push_back(im_val);

    err = ib_cursor_next(crsr_l3_c);
    tpl_l3_c = ib_tuple_clear(tpl_l3_c);
  }
  return pos_custkey_array;
}
Exemple #3
0
std::vector<im_val_t>
get_l3_orderkeys_from_positions(std::vector<uint32_t> pos_array)
{
  ib_err_t err;
  std::vector<im_val_t> pos_orderkey_array;
  ib_tpl_t key = ib_clust_search_tuple_create(crsr_l3_ok);
  int res;
  size_t size = pos_array.size();
  // TODO: better to scan ?
  for (int i = 0; i < size; ++i) {
    ib_tuple_write_u32(key, 0, pos_array[i]);
    err = ib_cursor_moveto(crsr_l3_ok, key, IB_CUR_GE, &res);
    if (err != DB_SUCCESS) {
      std::cout << "failed moving cursor for l5_c" << std::endl;
    }
    if (res == 0) {
      err = ib_cursor_read_row(crsr_l3_ok, tpl_l3_ok);

      ib_u32_t orderkey;
      ib_tuple_read_u32(tpl_l3_ok, 1, &orderkey);
      //std::cout << "orderkey: " << orderkey << std::endl;
      im_val_t im_val = {pos_array[i], (uint32_t) orderkey};
      pos_orderkey_array.push_back(im_val);

      tpl_l3_ok = ib_tuple_clear(tpl_l3_ok);
    }
  }
  ib_tuple_delete(key);
  return pos_orderkey_array;
}
Exemple #4
0
std::vector<uint32_t>
apply_l5_predicate_scan(std::vector<im_val_t> pos_custkey_array)
{
  ib_err_t err;
  std::vector<uint32_t> pos_array;
  ib_crsr_t index_crsr;
  err = ib_cursor_open_index_using_name(crsr_l5_c, "SECONDARY_KEY", &index_crsr);
  if (err != DB_SUCCESS) { std::cout << ib_strerror(err) << std::endl; }
  ib_cursor_set_cluster_access(index_crsr);
  ib_tpl_t key_l5_c = ib_sec_search_tuple_create(index_crsr);
  ib_tpl_t key_l5_n = ib_clust_search_tuple_create(crsr_l5_n);
  size_t size = pos_custkey_array.size();
  int res;
  // TODO: first fetches all l5_pos for custkeys
  std::vector<uint32_t> l5_pos_array;
  for (int i = 0; i < size; ++i) {
    // custkey
    ib_tuple_write_u32(key_l5_c, 0, pos_custkey_array[i].val);
    err = ib_cursor_moveto(index_crsr, key_l5_c, IB_CUR_GE, &res);
    if (err != DB_SUCCESS) {
      std::cout << "failed moving cursor for l5_c" << std::endl;
    }
    err = ib_cursor_read_row(index_crsr, tpl_l5_c);
    if (err == DB_RECORD_NOT_FOUND || err == DB_END_OF_INDEX) {
    }
    ib_u32_t l5_pos;
    ib_tuple_read_u32(tpl_l5_c, 1, &l5_pos);
    l5_pos_array.push_back(l5_pos);
    tpl_l5_c = ib_tuple_clear(tpl_l5_c);
  }
  for (int i = 0; i < size; ++i) {
    ib_tuple_write_u32(key_l5_n, 0, l5_pos_array[i]);
    err = ib_cursor_moveto(crsr_l5_n, key_l5_n, IB_CUR_GE, &res);
    if (err != DB_SUCCESS) {
      std::cout << "failed moving cursor for l5_c" << std::endl;
    }
    if (res == 0) {
      err = ib_cursor_read_row(crsr_l5_n, tpl_l5_n);
      ib_u32_t c_nationkey;
      ib_tuple_read_u32(tpl_l5_n, 1, &c_nationkey);
      if (c_nationkey == pred_c_nationkey) {
        pos_array.push_back(pos_custkey_array[i].pos);
      }
    }
    tpl_l5_n = ib_tuple_clear(tpl_l5_n);
  }
  ib_tuple_delete(key_l5_c);
  ib_tuple_delete(key_l5_n);
  ib_cursor_close(index_crsr);
  return pos_array;
}
/**
 * Try to locate an item in the database. Return a cursor and the tuple to
 * the item if I found it in the database.
 *
 * @param trx the transaction to use
 * @param key the key of the item to look up
 * @param nkey the size of the key
 * @param cursor where to store the cursor (OUT)
 * @param tuple where to store the tuple (OUT)
 * @return true if I found the object, false otherwise
 */
static bool do_locate_item(ib_trx_t trx,
                           const void* key,
                           size_t nkey,
                           ib_crsr_t *cursor)
{
  int res;
  ib_tpl_t tuple= NULL;

  *cursor= NULL;

  checked(ib_cursor_open_table(tablename, trx, cursor));
  tuple= ib_clust_search_tuple_create(*cursor);
  if (tuple == NULL)
  {
    fprintf(stderr, "Failed to allocate tuple object\n");
    goto error_exit;
  }

  checked(ib_col_set_value(tuple, key_col_idx, key, nkey));
  ib_err_t err= ib_cursor_moveto(*cursor, tuple, IB_CUR_GE, &res);

  if (err == DB_SUCCESS && res == 0)
  {
    ib_tuple_delete(tuple);
    return true;
  }
  else if (err != DB_SUCCESS &&
           err != DB_RECORD_NOT_FOUND &&
           err != DB_END_OF_INDEX)
  {
    fprintf(stderr, "ERROR: ib_cursor_moveto(): %s\n", ib_strerror(err));
  }
  /* FALLTHROUGH */
 error_exit:
  if (tuple != NULL)
    ib_tuple_delete(tuple);

  if (*cursor != NULL)
  {
    ib_err_t cursor_error;
    cursor_error= ib_cursor_close(*cursor);
    (void) cursor_error;
  }

  *cursor= NULL;

  return false;
}
Exemple #6
0
static void do_get(void* arg)
{
    PortState* state = (PortState*)arg;

    // Unpack key from work buffer
    // table - 8 bytes
    // keysz - 1 byte
    // key   - variable
    ib_id_t table      ; UNPACK_INT(state->work_buffer, 0, &table);
    unsigned char keysz = UNPACK_BYTE(state->work_buffer, sizeof(table));
    char* key          = UNPACK_BLOB(state->work_buffer, sizeof(table)+1);

    ib_trx_t txn = ib_trx_begin(IB_TRX_REPEATABLE_READ);

    ib_crsr_t cursor;
    FAIL_ON_ERROR(ib_cursor_open_table_using_id(table, txn, &cursor),
                  ROLLBACK_RETURN(txn));

    ib_tpl_t key_tuple = ib_clust_search_tuple_create(cursor);
    ib_col_set_value(key_tuple, KEY_COL, key, keysz);

    int searchloc;
    ib_err_t error = ib_cursor_moveto(cursor, key_tuple, IB_CUR_GE, &searchloc);

    // Drop the key tuple -- cursor is at desired location
    ib_tuple_delete(key_tuple);

    // If we encountered an error, bail
    if (error != DB_SUCCESS && error != DB_RECORD_NOT_FOUND && error != DB_END_OF_INDEX)
    {
        ib_cursor_close(cursor);
        send_error_str(state, ib_strerror(error));
        ROLLBACK_RETURN(txn);
    }

    // Found it, read the value and send back to caller
    if (searchloc == 0)
    {
        ib_tpl_t tuple = ib_clust_read_tuple_create(cursor);

        // TODO: May need better error handling here
        FAIL_ON_ERROR(ib_cursor_read_row(cursor, tuple),
                      {
                          ib_tuple_delete(tuple);
                          ib_cursor_close(cursor);
                          ROLLBACK_RETURN(txn);
                      });
Exemple #7
0
void q3(void)
{
  char *l1_shipdate_rle = "l1_shipdate_rle";
  char *l1_extendedprice_uncompressed = "l1_extendedprice_uncompressed";
  char *l3_orderdate_rle = "l3_orderdate_rle";
  char *l3_custkey_uncompressed = "l3_custkey_uncompressed";
  char *l3_orderkey_uncompressed = "l3_orderkey_uncompressed";
  char *l5_customer_key_rle = "l5_customer_key_rle";
  char *l5_nationkey_uncompressed = "l5_nationkey_uncompressed";
  char *l6_orderkey_rle = "l6_orderkey_rle";
  char *l6_extendedprice_uncompressed = "l6_extendedprice_uncompressed";
  char *l6_shipdate_uncompressed = "l6_shipdate_uncompressed";
  char *ji_l3_l1 = "ji_l3-l1";

  char cstore_l1_shipdate_rle[64];
  char cstore_l1_extendedprice_uncompressed[64];
  char cstore_l3_orderdate_rle[64];
  char cstore_l3_custkey_uncompressed[64];
  char cstore_l3_orderkey_uncompressed[64];
  char cstore_l5_customer_key_rle[64];
  char cstore_l5_nationkey_uncompressed[64];
  char cstore_l6_orderkey_rle[64];
  char cstore_l6_extendedprice_uncompressed[64];
  char cstore_l6_shipdate_uncompressed[64];
  char cstore_ji_l3_l1[64];
  sprintf(cstore_l1_shipdate_rle, "%s/%s", db_name, l1_shipdate_rle);
  sprintf(cstore_l1_extendedprice_uncompressed, "%s/%s", db_name, l1_extendedprice_uncompressed);
  sprintf(cstore_l3_orderdate_rle, "%s/%s", db_name, l3_orderdate_rle);
  sprintf(cstore_l3_custkey_uncompressed, "%s/%s", db_name, l3_custkey_uncompressed);
  sprintf(cstore_l3_orderkey_uncompressed, "%s/%s", db_name, l3_orderkey_uncompressed);
  sprintf(cstore_l5_customer_key_rle, "%s/%s", db_name, l5_customer_key_rle);
  sprintf(cstore_l5_nationkey_uncompressed, "%s/%s", db_name, l5_nationkey_uncompressed);
  sprintf(cstore_l6_orderkey_rle, "%s/%s", db_name, l6_orderkey_rle);
  sprintf(cstore_l6_extendedprice_uncompressed, "%s/%s", db_name, l6_extendedprice_uncompressed);
  sprintf(cstore_l6_shipdate_uncompressed, "%s/%s", db_name, l6_shipdate_uncompressed);
  sprintf(cstore_ji_l3_l1, "%s/%s", db_name, ji_l3_l1);

  double t0 = gettimeofday_sec();
  ib_err_t err;
  //ib_crsr_t crsr_l1_s, crsr_l1_e, crsr_l3_o, crsr_l3_c, crsr_l5_c, crsr_l5_n, crsr_ji;

  ib_trx_t ib_trx = ib_trx_begin(IB_TRX_REPEATABLE_READ);
  err = ib_cursor_open_table(cstore_l1_shipdate_rle, ib_trx, &crsr_l1_s);
  if (err != DB_SUCCESS) { std::cout << ib_strerror(err) << " " << cstore_l1_shipdate_rle << std::endl; }
  err = ib_cursor_open_table(cstore_l1_extendedprice_uncompressed, ib_trx, &crsr_l1_e);
  if (err != DB_SUCCESS) { std::cout << ib_strerror(err) << " " << cstore_l1_extendedprice_uncompressed << std::endl; }
  err = ib_cursor_open_table(cstore_l3_orderdate_rle, ib_trx, &crsr_l3_o);
  if (err != DB_SUCCESS) { std::cout << ib_strerror(err) << " " << cstore_l3_orderdate_rle << std::endl; }
  err = ib_cursor_open_table(cstore_l3_custkey_uncompressed, ib_trx, &crsr_l3_c);
  if (err != DB_SUCCESS) { std::cout << ib_strerror(err) << " " << cstore_l3_custkey_uncompressed << std::endl; }
  err = ib_cursor_open_table(cstore_l3_orderkey_uncompressed, ib_trx, &crsr_l3_ok);
  if (err != DB_SUCCESS) { std::cout << ib_strerror(err) << " " << cstore_l3_orderkey_uncompressed << std::endl; }
  err = ib_cursor_open_table(cstore_l5_customer_key_rle, ib_trx, &crsr_l5_c);
  if (err != DB_SUCCESS) { std::cout << ib_strerror(err) << " " << cstore_l5_customer_key_rle << std::endl; }
  err = ib_cursor_open_table(cstore_l5_nationkey_uncompressed, ib_trx, &crsr_l5_n);
  if (err != DB_SUCCESS) { std::cout << ib_strerror(err) << " " << cstore_l5_nationkey_uncompressed << std::endl; }
  err = ib_cursor_open_table(cstore_l6_orderkey_rle, ib_trx, &crsr_l6_o);
  if (err != DB_SUCCESS) { std::cout << ib_strerror(err) << " " << cstore_l6_orderkey_rle << std::endl; }
  err = ib_cursor_open_table(cstore_l6_extendedprice_uncompressed, ib_trx, &crsr_l6_e);
  if (err != DB_SUCCESS) { std::cout << ib_strerror(err) << " " << cstore_l6_extendedprice_uncompressed << std::endl; }
  err = ib_cursor_open_table(cstore_l6_shipdate_uncompressed, ib_trx, &crsr_l6_s);
  if (err != DB_SUCCESS) { std::cout << ib_strerror(err) << " " << cstore_l6_shipdate_uncompressed << std::endl; }
  err = ib_cursor_open_table(cstore_ji_l3_l1, ib_trx, &crsr_ji);
  if (err != DB_SUCCESS) { std::cout << ib_strerror(err) << " " << cstore_ji_l3_l1 << std::endl; }

  tpl_l1_s = ib_clust_read_tuple_create(crsr_l1_s);
  tpl_l1_e = ib_clust_read_tuple_create(crsr_l1_e);
  tpl_l3_o = ib_clust_read_tuple_create(crsr_l3_o);
  tpl_l3_c = ib_clust_read_tuple_create(crsr_l3_c);
  tpl_l3_ok = ib_clust_read_tuple_create(crsr_l3_ok);
  tpl_l5_c = ib_clust_read_tuple_create(crsr_l5_c);
  tpl_l5_n = ib_clust_read_tuple_create(crsr_l5_n);
  tpl_l6_o = ib_clust_read_tuple_create(crsr_l6_o);
  tpl_l6_e = ib_clust_read_tuple_create(crsr_l6_e);
  tpl_l6_s = ib_clust_read_tuple_create(crsr_l6_s);
  tpl_ji = ib_clust_read_tuple_create(crsr_ji);

  ib_tpl_t key = ib_clust_search_tuple_create(crsr_l3_o);
  ib_tuple_write_u32(key, 0, pred_o_orderdate);
  int res;
  // move cursor
  //err = ib_cursor_moveto(l3_o, key, IB_CUR_L, &res);
  err = ib_cursor_first(crsr_l3_o);
  ib_tuple_delete(key);
  if (err == DB_SUCCESS) {
    //std::cout << "success" << std::endl;
  } else {
    std::cout << "failed" << std::endl;
    ib_cursor_close(crsr_l3_o); 
    return;
  }

  while (err == DB_SUCCESS) {
    err = ib_cursor_read_row(crsr_l3_o, tpl_l3_o);

    /* Possible handle locking and timeout errors too in multi-threaded applications. */
    if (err == DB_RECORD_NOT_FOUND || err == DB_END_OF_INDEX) {
      break;
    }
    ib_u32_t orderdate, pos, freq;
    ib_tuple_read_u32(tpl_l3_o, 0, &orderdate);
    if (orderdate >= pred_o_orderdate) { break; }
    ib_tuple_read_u32(tpl_l3_o, 1, &pos);
    ib_tuple_read_u32(tpl_l3_o, 2, &freq);

    double t1 = gettimeofday_sec();
    // get L3 o_custkey from position filtering
    std::vector<im_val_t> pos_custkey_array = get_l3_custkeys_from_sequences(pos, freq);
    std::sort(pos_custkey_array.begin(), pos_custkey_array.end(), val_asc);
    /*
    for (int i = 0; i < pos_custkey_array.size(); ++i) {
      std::cout << pos_custkey_array[i].pos << ": " << pos_custkey_array[i].val << std::endl;
    }
    */
    double t2 = gettimeofday_sec();
    std::cout << "orderdate: " << pred_o_orderdate << " get_l3_custkeys_from_sequences: " << t2 - t1 << std::endl;

    // join with L5 and apply c_nationkey predicate
    //std::vector<uint32_t> pos_array = apply_l5_predicate(pos_custkey_array);
    std::vector<uint32_t> pos_array = apply_l5_predicate_scan(pos_custkey_array);
    /*
    for (int i = 0; i < pos_array.size(); ++i) {
      std::cout << "pos: " << pos_array[i] << std::endl;
    }
    */
    double t3 = gettimeofday_sec();
    std::cout << "orderdate: " << pred_o_orderdate << " apply_l5_predicate: " << t3 - t2 << std::endl;

    // get L3 o_orderkey from position filtring
    std::vector<im_val_t> pos_orderkey_array = get_l3_orderkeys_from_positions(pos_array);
    /*
    for (int i = 0; i < pos_orderkey_array.size(); ++i) {
      std::cout << pos_orderkey_array[i].pos << ": " << pos_orderkey_array[i].val << std::endl;
    }
    */
    double t4 = gettimeofday_sec();
    std::cout << "orderdate: " << pred_o_orderdate << " get_l3_orderkeys_from_positions: " << t4 - t3 << std::endl;
    
    // join with L1 apply L1 l_shipdate predicate
    // TODO: we don't need orderkey if we have L3->L1 join-index (we only need positions)
    if (use_ji) {
      std::vector<im_agg_t> extendedprice_array = apply_l1_predicate_via_ji(pos_orderkey_array);
      double t5 = gettimeofday_sec();
      std::cout << "orderdate: " << pred_o_orderdate << " apply_l1_predicate(JI): " << t5 - t4 << std::endl;
    } else {
      std::sort(pos_orderkey_array.begin(), pos_orderkey_array.end(), val_asc);
      std::vector<im_agg_t> extendedprice_array = apply_l6_predicate(pos_orderkey_array);
      double t5 = gettimeofday_sec();
      std::cout << "orderdate: " << pred_o_orderdate << " apply_l6_predicate: " << t5 - t4 << std::endl;
    }

    /*
    for (int i = 0; i < extendedprice_array.size(); ++i) {
      std::cout << "orderdate: " << orderdate << ", orderkey: " << pos_orderkey_array[i].val << ", SUM(extendedprice): " << extendedprice_array[i].agg << std::endl;
    }
    */

    // here we have L3.o_orderdate, L1.l_extendedprice
    // aggratation if needed (omitted)

    err = ib_cursor_next(crsr_l3_o);

    /* Possible handle locking and timeout errors too
    *  in multi-threaded applications. */
    if (err == DB_RECORD_NOT_FOUND || err == DB_END_OF_INDEX) {
      break;
    }
    tpl_l3_o = ib_tuple_clear(tpl_l3_o);
  }
  ib_tuple_delete(tpl_l3_o);
  ib_cursor_close(crsr_l1_s);
  ib_cursor_close(crsr_l1_e);
  ib_cursor_close(crsr_l3_o); 
  ib_cursor_close(crsr_l3_c); 
  ib_cursor_close(crsr_l3_ok); 
  ib_cursor_close(crsr_l5_c); 
  ib_cursor_close(crsr_l5_n); 
  ib_cursor_close(crsr_l6_o); 
  ib_cursor_close(crsr_l6_e); 
  ib_cursor_close(crsr_l6_s); 
  ib_cursor_close(crsr_ji); 
  ib_trx_commit(ib_trx);
  double t6 = gettimeofday_sec();
  std::cout << "orderdate: " << pred_o_orderdate << " total:" << t6-t0 << std::endl;
}
Exemple #8
0
std::vector<im_agg_t>
apply_l6_predicate(std::vector<im_val_t> pos_orderkey_array)
{
  ib_err_t err;
  std::vector<im_agg_t> extendedprice_array;
  ib_crsr_t index_crsr;
  err = ib_cursor_open_index_using_name(crsr_l6_o, "SECONDARY_KEY", &index_crsr);
  if (err != DB_SUCCESS) { std::cout << ib_strerror(err) << std::endl; }
  ib_cursor_set_cluster_access(index_crsr);
  ib_tpl_t key_l6_o = ib_sec_search_tuple_create(index_crsr);
  ib_tpl_t key_l6_s = ib_clust_search_tuple_create(crsr_l6_s);
  ib_tpl_t key_l6_e = ib_clust_search_tuple_create(crsr_l6_e);
  size_t size = pos_orderkey_array.size();
  int res;
  for (int i = 0; i < size; ++i) {
    uint32_t sum_extendedprice = 0;
    ib_tuple_write_u32(key_l6_o, 0, pos_orderkey_array[i].val);
    err = ib_cursor_moveto(index_crsr, key_l6_o, IB_CUR_GE, &res);
    if (err != DB_SUCCESS) {
      std::cout << "failed moving cursor for index_crsr" << std::endl;
    }
    err = ib_cursor_read_row(index_crsr, tpl_l6_o);
    if (err == DB_RECORD_NOT_FOUND || err == DB_END_OF_INDEX) {
    }
    ib_u32_t orderkey, pos, freq;
    ib_tuple_read_u32(tpl_l6_o, 0, &orderkey);
    ib_tuple_read_u32(tpl_l6_o, 1, &pos);
    ib_tuple_read_u32(tpl_l6_o, 2, &freq);
    //std::cout << "orderkey: " << orderkey << ", pos: " << pos << ", freq: " << freq << std::endl;
    if (orderkey != pos_orderkey_array[i].val) {
      break;
    }
    tpl_l6_o = ib_tuple_clear(tpl_l6_o);

    for (int i = pos; i < pos + freq; ++i) {
      ib_tuple_write_u32(key_l6_s, 0, i);
      err = ib_cursor_moveto(crsr_l6_s, key_l6_s, IB_CUR_GE, &res);
      if (err != DB_SUCCESS) {
        std::cout << "failed moving cursor for l6_s" << std::endl;
      }
      err = ib_cursor_read_row(crsr_l6_s, tpl_l6_s);
      ib_u32_t shipdate;
      ib_tuple_read_u32(tpl_l6_s, 1, &shipdate);
      //std::cout << "shipdate: " << shipdate << std::endl;
      if (shipdate > pred_l_shipdate) {
        ib_tuple_write_u32(key_l6_e, 0, i);
        err = ib_cursor_moveto(crsr_l6_e, key_l6_e, IB_CUR_GE, &res);
        if (err != DB_SUCCESS) {
          std::cout << "failed moving cursor for l6_e" << std::endl;
        }
        err = ib_cursor_read_row(crsr_l6_e, tpl_l6_e);
        ib_u32_t extendedprice;
        ib_tuple_read_u32(tpl_l6_e, 1, &extendedprice);
        sum_extendedprice += extendedprice;
        tpl_l6_e = ib_tuple_clear(tpl_l6_e);
      }
      tpl_l6_s = ib_tuple_clear(tpl_l6_s);
    }
    im_agg_t im_agg = {sum_extendedprice};
    extendedprice_array.push_back(im_agg);
  }
  ib_tuple_delete(key_l6_o);
  ib_tuple_delete(key_l6_e);
  ib_tuple_delete(key_l6_s);
  ib_cursor_close(index_crsr);

  return extendedprice_array;
}