jroesch commented on a change in pull request #5932:
URL: https://github.com/apache/incubator-tvm/pull/5932#discussion_r448250952



##########
File path: src/parser/parser.cc
##########
@@ -0,0 +1,1103 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you 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.
+ */
+
+/*!
+ * \file parser.cc
+ * \brief A parser for TVM IR.
+ */
+#include <tvm/ir/module.h>
+#include <tvm/relay/expr.h>
+#include <tvm/relay/function.h>
+#include <tvm/runtime/object.h>
+#include <tvm/runtime/registry.h>
+#include <tvm/node/reflection.h>
+
+#include <fstream>
+
+#include "./diagnostic.h"
+#include "./op_table.h"
+#include "./tokenizer.h"
+
+namespace tvm {
+namespace parser {
+
+using namespace relay;
+using Expr = relay::Expr;
+
+// adtConsDefnList: adtConsDefn (',' adtConsDefn)* ','? ;
+// adtConsDefn: constructorName ('(' typeExpr (',' typeExpr)* ')')? ;
+// matchClauseList: matchClause (',' matchClause)* ','? ;
+// matchClause: pattern '=>' ('{' expr '}' | expr) ;
+// // complete or incomplete match, respectively
+// matchType : 'match' | 'match?' ;
+
+// patternList: '(' pattern (',' pattern)* ')';
+// pattern
+//   : '_'                             # wildcardPattern
+//   | localVar (':' typeExpr)?        # varPattern
+//   | constructorName patternList?    # constructorPattern
+//   | patternList                     # tuplePattern
+//   ;
+
+struct GlobalFunc {
+  GlobalVar global;
+  Function function;
+  GlobalFunc() : global(), function() {}
+  GlobalFunc(GlobalVar global, Function function) : global(global), 
function(function) {}
+  GlobalFunc(const GlobalFunc& gfunc) {
+    this->global = gfunc.global;
+    this->function = gfunc.function;
+  }
+};
+
+struct Definitions {
+  std::vector<GlobalFunc> funcs;
+  std::vector<TypeData> types;
+};
+
+struct SemVer {
+  int major;
+  int minor;
+  int patch;
+};
+
+class MetaRefExpr;
+class MetaRefExprNode : public TempExprNode {
+ public:
+  std::string type_key;
+  uint64_t node_index;
+
+  void VisitAttrs(tvm::AttrVisitor* v) {}
+
+  Expr Realize() const final { return Expr(); }
+
+  static constexpr const char* _type_key = "relay.MetaRefExpr";
+  TVM_DECLARE_FINAL_OBJECT_INFO(MetaRefExprNode, TempExprNode);
+};
+
+class MetaRefExpr : public TempExpr {
+ public:
+  /*!
+   * \brief The constructor
+   * \param expr The original relay expression.
+   * \param kind The annotation kind.
+   */
+  TVM_DLL MetaRefExpr(std::string type_key, uint64_t node_index);
+
+  TVM_DEFINE_OBJECT_REF_METHODS(MetaRefExpr, TempExpr, MetaRefExprNode);
+};
+
+MetaRefExpr::MetaRefExpr(std::string type_key, uint64_t node_index) {
+  auto rnode = make_object<MetaRefExprNode>();
+  rnode->type_key = type_key;
+  rnode->node_index = node_index;
+  data_ = std::move(rnode);
+}
+
+template<typename T>
+struct Scope {
+  std::unordered_map<std::string, T> name_map;
+  Scope() : name_map() {}
+};
+
+template<typename T>
+struct ScopeStack {
+  std::vector<Scope<T>> scope_stack;
+
+  void Add(const std::string& name, const T& value) {
+    if (!this->scope_stack.size()) {
+      LOG(FATAL) << "internal issue";
+    }
+    this->scope_stack.back().name_map.insert({ name, value });
+  }
+
+  T Lookup(const std::string& name) {
+    for (auto scope = this->scope_stack.rbegin(); scope != 
this->scope_stack.rend(); scope++) {
+      auto it = scope->name_map.find(name);
+      if (it != scope->name_map.end()) {
+        return it->second;
+      }
+    }
+    return T();
+  }
+
+  void PushStack() {
+    this->scope_stack.push_back(Scope<T>());
+  }
+
+  void PopStack() {
+    this->scope_stack.pop_back();
+  }
+};
+
+template<typename T>
+struct InternTable {
+  std::unordered_map<std::string, T> table;
+  void Add(const std::string& name, const T& t) {
+    auto it = table.find(name);
+    if (it != table.end()) {
+      LOG(FATAL) << "duplicate name";
+    } else {
+      table.insert({ name, t});
+    }
+  }
+
+  T Get(const std::string& name) {
+    auto it = table.find(name);
+    if (it != table.end()) {
+      return it->second;
+    } else {
+      return T();
+    }
+  }
+};
+
+struct Parser {
+  /*! \brief The diagnostic context used for error reporting. */
+  DiagnosticContext diag_ctx;
+
+  /*! \brief The current position in the token stream. */
+  int pos;
+
+  /*! \brief The token stream for the parser. */
+  std::vector<Token> tokens;
+
+  /*! \brief The configured operator table. */
+  OperatorTable op_table;
+
+  /*! \brief Configure the whitespace mode, right now we ignore all 
whitespace. */
+  bool ignore_whitespace;
+
+  /*! \brief A global mapping for GlobalVar. */
+  InternTable<GlobalVar> global_names;
+
+  /*! \brief A global mapping for type definitions. */
+  InternTable<GlobalTypeVar> type_names;
+
+  /*! \brief A mapping from graph variable to expression, i.e., `%0 = expr`. */
+  std::unordered_map<int, Expr> graph_ctx;
+
+  /*! \brief The set of type scopes used for generics. */
+  ScopeStack<TypeVar> type_scopes;
+
+  /*! \brief The set of expression scopes used for lexical scope. */
+  ScopeStack<Var> expr_scopes;
+
+  Parser(std::vector<Token> tokens, OperatorTable op_table, Source source)
+      : diag_ctx(source), pos(0), tokens(tokens), op_table(op_table), 
ignore_whitespace(true) {}
+
+  void DisplayNextN(int n) {
+    std::cout << "remaining tokens: " << std::endl;
+    auto bound = std::min(pos + n, (int)tokens.size());
+    for (int i = 0; i < bound - pos; i++) {
+      std::cout << tokens[pos + i] << std::endl;
+    }
+  }
+
+  Token Peek() {
+    // For now we ignore all whitespace tokens and comments.
+    // We can tweak this behavior later to enable white space sensitivity in 
the parser.
+    while (pos < tokens.size() &&
+           ignore_whitespace && (tokens.at(pos)->token_type == 
TokenType::Whitespace ||
+                                 tokens.at(pos)->token_type == 
TokenType::Newline ||
+                                 tokens.at(pos)->token_type == 
TokenType::LineComment ||
+                                 tokens.at(pos)->token_type == 
TokenType::Comment)) {
+      // std::cout << "pos: " << pos << std::endl;
+      // std::cout << "tokens: " << tokens.size() << std::endl;
+      pos++;
+    }
+
+    if (pos < tokens.size()) {
+      return Token(this->tokens.at(pos));
+    } else {
+      return Token::Null();
+    }
+  }
+
+  // Allow lookahead into the token stream.
+  Token Lookahead(int n) {
+    CHECK_LE(1, n)
+      << "lookahead by > 1 is invalid";
+
+    auto old_pos = pos;
+    for (int i = 0; i < n - 1; i++) {

Review comment:
       This is confusingly correct, the goal is to run n - 1 times. The 
implementation was sort of a quick hack to add lookahead for the one case we 
need it in the parser. My general goal is to only do lookahead by 1 (which is 
Peek()).




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