robust tree model loading.

src/io/tree.cpp

@@ -376,37 +376,84 @@ Tree::Tree(const std::string& str) {
     }
   }
   if (key_vals.count("num_leaves") <= 0) {
-    Log::Fatal("Tree model string format error");
+    Log::Fatal("Tree model should contain num_leaves field.");
   }
 
   Common::Atoi(key_vals["num_leaves"].c_str(), &num_leaves_);
 
   if (num_leaves_ <= 1) { return; }
 
-  if (key_vals.count("split_feature") <= 0
-      || key_vals.count("split_gain") <= 0 || key_vals.count("threshold") <= 0
-      || key_vals.count("left_child") <= 0 || key_vals.count("right_child") <= 0
-      || key_vals.count("leaf_parent") <= 0 || key_vals.count("leaf_value") <= 0
-      || key_vals.count("internal_value") <= 0 || key_vals.count("internal_count") <= 0
-      || key_vals.count("leaf_count") <= 0 || key_vals.count("shrinkage") <= 0
-      || key_vals.count("decision_type") <= 0
-      ) {
-    Log::Fatal("Tree model string format error");
+  if (key_vals.count("left_child")) {
+    left_child_ = Common::StringToArray<int>(key_vals["left_child"], ' ', num_leaves_ - 1);
+  } else {
+    Log::Fatal("Tree model string format error, should contain left_child field");
   }
 
-  left_child_ = Common::StringToArray<int>(key_vals["left_child"], ' ', num_leaves_ - 1);
-  right_child_ = Common::StringToArray<int>(key_vals["right_child"], ' ', num_leaves_ - 1);
-  split_feature_ = Common::StringToArray<int>(key_vals["split_feature"], ' ', num_leaves_ - 1);
-  threshold_ = Common::StringToArray<double>(key_vals["threshold"], ' ', num_leaves_ - 1);
-  decision_type_ = Common::StringToArray<int8_t>(key_vals["decision_type"], ' ', num_leaves_ - 1);
-  split_gain_ = Common::StringToArray<double>(key_vals["split_gain"], ' ', num_leaves_ - 1);
-  internal_count_ = Common::StringToArray<data_size_t>(key_vals["internal_count"], ' ', num_leaves_ - 1);
-  internal_value_ = Common::StringToArray<double>(key_vals["internal_value"], ' ', num_leaves_ - 1);
-
-  leaf_count_ = Common::StringToArray<data_size_t>(key_vals["leaf_count"], ' ', num_leaves_);
-  leaf_parent_ = Common::StringToArray<int>(key_vals["leaf_parent"], ' ', num_leaves_);
-  leaf_value_ = Common::StringToArray<double>(key_vals["leaf_value"], ' ', num_leaves_);
-  Common::Atof(key_vals["shrinkage"].c_str(), &shrinkage_);
+  if (key_vals.count("right_child")) {
+    right_child_ = Common::StringToArray<int>(key_vals["right_child"], ' ', num_leaves_ - 1);
+  } else {
+    Log::Fatal("Tree model string format error, should contain right_child field");
+  }
+
+  if (key_vals.count("split_feature")) {
+    split_feature_ = Common::StringToArray<int>(key_vals["split_feature"], ' ', num_leaves_ - 1);
+  } else {
+    Log::Fatal("Tree model string format error, should contain split_feature field");
+  }
+
+  if (key_vals.count("threshold")) {
+    threshold_ = Common::StringToArray<double>(key_vals["threshold"], ' ', num_leaves_ - 1);
+  } else {
+    Log::Fatal("Tree model string format error, should contain threshold field");
+  }
+
+  if (key_vals.count("leaf_value")) {
+    leaf_value_ = Common::StringToArray<double>(key_vals["leaf_value"], ' ', num_leaves_);
+  } else {
+    Log::Fatal("Tree model string format error, should contain leaf_value field");
+  }
+
+  if (key_vals.count("split_gain")) {
+    split_gain_ = Common::StringToArray<double>(key_vals["split_gain"], ' ', num_leaves_ - 1);
+  } else {
+    split_gain_.resize(num_leaves_ - 1);
+  }
+
+  if (key_vals.count("internal_count")) {
+    internal_count_ = Common::StringToArray<data_size_t>(key_vals["internal_count"], ' ', num_leaves_ - 1);
+  } else {
+    internal_count_.resize(num_leaves_ - 1);
+  }
+
+  if (key_vals.count("internal_value")) {
+    internal_value_ = Common::StringToArray<double>(key_vals["internal_value"], ' ', num_leaves_ - 1);
+  } else {
+    internal_value_.resize(num_leaves_ - 1);
+  }
+
+  if (key_vals.count("leaf_count")) {
+    leaf_count_ = Common::StringToArray<data_size_t>(key_vals["leaf_count"], ' ', num_leaves_);
+  } else {
+    leaf_count_.resize(num_leaves_);
+  }
+
+  if (key_vals.count("leaf_parent")) {
+    leaf_parent_ = Common::StringToArray<int>(key_vals["leaf_parent"], ' ', num_leaves_);
+  } else {
+    leaf_parent_.resize(num_leaves_);
+  }
+
+  if (key_vals.count("decision_type")) {
+    decision_type_ = Common::StringToArray<int8_t>(key_vals["decision_type"], ' ', num_leaves_ - 1);
+  } else {
+    decision_type_ = std::vector<int8_t>(num_leaves_ - 1, 0);
+  }
+
+  if (key_vals.count("shrinkage")) {
+    Common::Atof(key_vals["shrinkage"].c_str(), &shrinkage_);
+  } else {
+    shrinkage_ = 1.0f;
+  }
 }
 
 }  // namespace LightGBM