yangzhg commented on a change in pull request #3056: implement except node
URL: https://github.com/apache/incubator-doris/pull/3056#discussion_r393403598
 
 

 ##########
 File path: be/src/exec/except_node.cpp
 ##########
 @@ -56,4 +41,190 @@ Status ExceptNode::init(const TPlanNode& tnode, 
RuntimeState* state) {
     }
     return Status::OK();
 }
-}
\ No newline at end of file
+
+Status ExceptNode::prepare(RuntimeState* state) {
+    RETURN_IF_ERROR(ExecNode::prepare(state));
+    _build_timer = ADD_TIMER(runtime_profile(), "BuildTime");
+    _probe_timer = ADD_TIMER(runtime_profile(), "ProbeTime");
+    _build_pool.reset(new MemPool(mem_tracker()));
+    SCOPED_TIMER(_runtime_profile->total_time_counter());
+    for (size_t i = 0; i < _child_expr_lists.size(); ++i) {
+        RETURN_IF_ERROR(Expr::prepare(_child_expr_lists[i], state, 
child(i)->row_desc(),
+                                      expr_mem_tracker()));
+    }
+    _build_tuple_size = child(0)->row_desc().tuple_descriptors().size();
+    _build_tuple_row_size = _build_tuple_size * sizeof(Tuple*);
+    _build_tuple_idx.reserve(_build_tuple_size);
+
+    for (int i = 0; i < _build_tuple_size; ++i) {
+        TupleDescriptor* build_tuple_desc = 
child(0)->row_desc().tuple_descriptors()[i];
+        
_build_tuple_idx.push_back(_row_descriptor.get_tuple_idx(build_tuple_desc->id()));
+    }
+    _find_nulls = std::vector<bool>(_build_tuple_size, true);
+    return Status::OK();
+}
+Status ExceptNode::close(RuntimeState* state) {
+    if (is_closed()) {
+        return Status::OK();
+    }
+    for (auto& exprs : _child_expr_lists) {
+        Expr::close(exprs, state);
+    }
+
+    RETURN_IF_ERROR(exec_debug_action(TExecNodePhase::CLOSE));
+    // Must reset _probe_batch in close() to release resources
+    _probe_batch.reset(NULL);
+
+    if (_memory_used_counter != NULL && _hash_tbl.get() != NULL) {
+        COUNTER_UPDATE(_memory_used_counter, 
_build_pool->peak_allocated_bytes());
+        COUNTER_UPDATE(_memory_used_counter, _hash_tbl->byte_size());
+    }
+    if (_hash_tbl.get() != NULL) {
+        _hash_tbl->close();
+    }
+    if (_build_pool.get() != NULL) {
+        _build_pool->free_all();
+    }
+    return ExecNode::close(state);
+}
+Status ExceptNode::open(RuntimeState* state) {
+    RETURN_IF_ERROR(ExecNode::open(state));
+    RETURN_IF_ERROR(exec_debug_action(TExecNodePhase::OPEN));
+    SCOPED_TIMER(_runtime_profile->total_time_counter());
+    RETURN_IF_CANCELLED(state);
+    // open result expr lists.
+    for (const vector<ExprContext*>& exprs : _child_expr_lists) {
+        RETURN_IF_ERROR(Expr::open(exprs, state));
+    }
+    // initial build hash table, use _child_expr_lists[0] as probe is used for 
remove duplicted
+    _hash_tbl.reset(new HashTable(_child_expr_lists[0], _child_expr_lists[0], 
_build_tuple_size,
+                                  true, _find_nulls, id(), mem_tracker(), 
1024));
+    RowBatch build_batch(child(0)->row_desc(), state->batch_size(), 
mem_tracker());
+    RETURN_IF_ERROR(child(0)->open(state));
+
+    bool eos = false;
+    while (!eos) {
+        SCOPED_TIMER(_build_timer);
+        RETURN_IF_CANCELLED(state);
+        RETURN_IF_ERROR(child(0)->get_next(state, &build_batch, &eos));
+        // take ownership of tuple data of build_batch
+        _build_pool->acquire_data(build_batch.tuple_data_pool(), false);
+        RETURN_IF_LIMIT_EXCEEDED(state, " Except, while constructing the hash 
table.");
+        // build hash table and remvoe duplicate items
+        for (int i = 0; i < build_batch.num_rows(); ++i) {
+            _hash_tbl->insert_unique(build_batch.get_row(i));
+        }
+        VLOG_ROW << "hash table content: " << _hash_tbl->debug_string(true, 
&child(0)->row_desc());
+        build_batch.reset();
+    }
+    // if a table is empty, the result must be empty
+
+    if (_hash_tbl->size() == 0) {
+        _hash_tbl_iterator = _hash_tbl->begin();
+        return Status::OK();
+    }
+
+    for (int i = 1; i < _children.size(); ++i) {
+        // rebuid hash table, for first time will rebuild with the no 
duplicated _hash_tbl,
+        if (i > 1) {
+            SCOPED_TIMER(_build_timer);
+            std::unique_ptr<HashTable> temp_tbl(
+                    new HashTable(_child_expr_lists[0], _child_expr_lists[i], 
_build_tuple_size,
+                                  true, _find_nulls, id(), mem_tracker(), 
1024));
+            _hash_tbl_iterator = _hash_tbl->begin();
+            uint32_t previous_hash = -1;
+            while (_hash_tbl_iterator.has_next()) {
+                if (previous_hash != _hash_tbl_iterator.get_hash()) {
+                    previous_hash = _hash_tbl_iterator.get_hash();
+                    if (!_hash_tbl_iterator.matched()) {
+                        temp_tbl->insert(_hash_tbl_iterator.get_row());
+                    }
+                }
+                _hash_tbl_iterator.next<false>();
+            }
+            _hash_tbl.swap(temp_tbl);
+            temp_tbl->close();
+        }
+        // probe
+        _probe_batch.reset(new RowBatch(child(i)->row_desc(), 
state->batch_size(), mem_tracker()));
+        ScopedTimer<MonotonicStopWatch> probe_timer(_probe_timer);
+        RETURN_IF_ERROR(child(i)->open(state));
+        eos = false;
+        while (!eos) {
+            RETURN_IF_CANCELLED(state);
+            RETURN_IF_ERROR(child(i)->get_next(state, _probe_batch.get(), 
&eos));
+            RETURN_IF_LIMIT_EXCEEDED(state, " Except , while probing the hash 
table.");
+            for (int j = 0; j < _probe_batch->num_rows(); ++j) {
+                _hash_tbl_iterator = _hash_tbl->find(_probe_batch->get_row(j));
+                if (_hash_tbl_iterator != _hash_tbl->end()) {
+                    _hash_tbl_iterator.set_matched();
+                }
+            }
+            _probe_batch->reset();
+        }
+        // if a table is empty, the result must be empty
+        if (_hash_tbl->size() == 0) {
+            break;
+        }
+    }
+    _hash_tbl_iterator = _hash_tbl->begin();
+    return Status::OK();
+}
+
+Status ExceptNode::get_next(RuntimeState* state, RowBatch* out_batch, bool* 
eos) {
+    RETURN_IF_ERROR(exec_debug_action(TExecNodePhase::GETNEXT));
+    RETURN_IF_CANCELLED(state);
+    SCOPED_TIMER(_runtime_profile->total_time_counter());
+    *eos = true;
+    if (reached_limit()) {
+        return Status::OK();
+    }
+    uint32_t previous_hash = -1;
+    TupleRow* previous_row = nullptr;
+    while (_hash_tbl_iterator.has_next()) {
+        if (!_hash_tbl_iterator.matched()) {
+            if (previous_hash != _hash_tbl_iterator.get_hash() ||
+                !equals(previous_row, _hash_tbl_iterator.get_row())) {
+                int row_idx = out_batch->add_row();
+                TupleRow* out_row = out_batch->get_row(row_idx);
+                uint8_t* out_ptr = reinterpret_cast<uint8_t*>(out_row);
+                memcpy(out_ptr, _hash_tbl_iterator.get_row(), 
_build_tuple_row_size);
+                out_batch->commit_last_row();
+                ++_num_rows_returned;
+            }
+        }
+        previous_hash = _hash_tbl_iterator.get_hash();
+        previous_row = _hash_tbl_iterator.get_row();
+        _hash_tbl_iterator.next<false>();
+
+        *eos = !_hash_tbl_iterator.has_next() || reached_limit();
+        if (out_batch->is_full() || out_batch->at_resource_limit() || *eos) {
+            return Status::OK();
+        }
+    }
+    return Status::OK();
+}
+
+bool ExceptNode::equals(TupleRow* row, TupleRow* other) {
+    if (row == nullptr && other == nullptr) {
+        return false;
+    }
+    if (row == nullptr || other == nullptr) {
+        return false;
+    }
+    for (int i = 0; i < _child_expr_lists[0].size(); ++i) {
+        void* val_row = _child_expr_lists[0][i]->get_value(row);
+        void* val_other = _child_expr_lists[0][i]->get_value(other);
+        if (val_row == nullptr && val_other == nullptr) {
+            continue;
 
 Review comment:
   if table a is 
   ```
   c1
   ---
   null
   ```
   
   table b is 
   ```
   c2
   ---
   null
   ```
   if caluse is 
   `select c1 from a except select c2 from b `
   will hit `val_row == nullptr && val_other == nullptr`

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