[TVMScript] Printer VarTable

include/tvm/script/printer/var_table.h

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+/*
+ * 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.
+ */
+#ifndef TVM_SCRIPT_PRINTER_VAR_TABLE_H_
+#define TVM_SCRIPT_PRINTER_VAR_TABLE_H_
+
+#include <tvm/node/node.h>
+#include <tvm/node/object_path.h>
+#include <tvm/script/printer/doc.h>
+#include <tvm/script/printer/frame.h>
+#include <tvm/script/printer/traced_object.h>
+
+#include <unordered_map>
+#include <unordered_set>
+
+namespace tvm {
+namespace script {
+namespace printer {
+
+/*!
+ * \brief Variable Table manages mapping from variable object to ExprDoc during
+ * the process of printing TVMScript.
+ *
+ * The value type of this map is ExprDoc rather than IdDoc or String. It's
+ * because variables can be implicitly defined. For example in TIR buffer (tir::Buffer),
+ * `buf->data` is a variable, while its representation in TVMScript should be an
+ * expression `x.data`, where `x` is the variable for the buffer itself.
+ */
+class VarTableNode : public Object {
+ public:
+  void VisitAttrs(AttrVisitor*) {}
+
+  /*!
+   * \brief Define variable by name.
+   * \param obj The variable object.
+   * \param name_hint The hint for variable name.
+   * \param object_path The object_path for the returned ExprDoc.
+   * \param frame The frame that this variable is defined in.
+   *
+   * \return The id doc for this variable.
+   *
+   * This function will rename the variable to avoid name conflict with other variables
+   * in the table.
+   */
+  IdDoc Define(const ObjectRef& obj, const String& name_hint, const ObjectPath& object_path,
+               const Frame& frame);
+
+  /*!
+   * \brief Define variable by name.
+   * \param obj The variable object.
+   * \param name_hint The hint for variable name.
+   * \param frame The frame that this variable is defined in.
+   *
+   * \return The id doc for this variable.
+   *
+   * This is a shortcut version of `Define` which accepts a traced string.
+   */
+  IdDoc Define(const ObjectRef& obj, const TracedObject<String>& name_hint, const Frame& frame) {
+    return Define(obj, name_hint.Get(), name_hint.GetPath(), frame);
+  }
+
+  using DocFactory = std::function<ExprDoc()>;
+
+  /*!
+   * \brief Define variable by doc factory.
+   * \param obj The variable object.
+   * \param doc_factory The function to return an ExprDoc object for this variable.
+   * \param frame The frame that this variable is defined in.
+   *
+   * This function is a special form of `Define`. Variable is mapped to ExprDoc rather
+   * than IdDoc. It's useful when a variable is implicitly defined without a name, like
+   * the buf->data in TIR, which should be mapped to `AttrDoc(IdDoc("<buffer_name>"), "data")`.
+   *
+   * This function takes a DocFactory instead of Doc. It's because GetVarDoc needs to
+   * return a new Doc object every time it's called, as the returned doc will have
+   * different `soruce_path`. Currently there isn't a good way to deep copy a TVMObject
+   * so VarTable needs to call a factory function to get a freshly-constructed Doc object
+   * every time GetVarDoc is called.
+   */
+  void DefineByDoc(const ObjectRef& obj, DocFactory doc_factory, const Frame& frame);
+
+  /*!
+   * \brief Get the doc for variable.
+   * \param obj The variable object.
+   * \param object_path The object path for the variable.
+   *
+   * \return The doc for variable, if it exists in the table. Otherwise it returns NullOpt.
+   */
+  Optional<ExprDoc> GetVarDoc(const ObjectRef& obj, const ObjectPath& object_path) const;
+
+  /*!
+   * \brief Check if a variable exists in the table.
+   * \param obj The variable object.
+   *
+   * \return a boolean for whether variable exists.
+   */
+  bool IsVarDefined(const ObjectRef& obj) const;
+
+  static constexpr const char* _type_key = "script.printer.VarTable";
+  TVM_DECLARE_FINAL_OBJECT_INFO(VarTableNode, Object);
+
+ private:
+  void RemoveVar(const ObjectRef& obj);
+
+  struct VariableInfo {
+    DocFactory doc_factory;
+    Optional<String> name;
+  };
+  std::unordered_map<ObjectRef, VariableInfo, ObjectPtrHash, ObjectPtrEqual> obj2info;
+  std::unordered_set<String> defined_names;
+};
+
+/*!
+ * \brief Reference type of VarTableNode.
+ */
+class VarTable : public ObjectRef {
+ public:
+  /*!
+   * \brief Create an empty VarTable.
+   */
+  VarTable();
+  TVM_DEFINE_MUTABLE_NOTNULLABLE_OBJECT_REF_METHODS(VarTable, ObjectRef, VarTableNode);
+};
+
+}  // namespace printer
+}  // namespace script
+}  // namespace tvm
+
+#endif  // TVM_SCRIPT_PRINTER_VAR_TABLE_H_

python/tvm/script/printer/var_table.py

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+# 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.
+"""Functions to print doc into text format"""
+
+from typing import Callable, Optional
+
+from tvm._ffi import register_object
+from tvm.runtime import Object, ObjectPath
+
+from . import _ffi_api
+from .doc import ExprDoc, IdDoc
+from .frame import Frame
+
+
+@register_object("script.printer.VarTable")
+class VarTable(Object):
+    """
+    Variable Table manages mapping from variable object to ExprDoc during
+    the process of printing TVMScript.
+    """
+
+    def __init__(self):
+        """
+        Create an empty VarTable.
+        """
+        self.__init_handle_by_constructor__(_ffi_api.VarTable)  # type: ignore # pylint: disable=no-member
+
+    def define(self, obj: Object, name_hint: str, object_path: ObjectPath, frame: Frame) -> IdDoc:
+        """
+        Define a variable by name.
+
+        Parameters
+        ----------
+        obj : Object
+            The variable object.
+        name_hint : str
+            The hint for variable name.
+        object_path : ObjectPath
+            The object path to be associated with the returned ExprDoc.
+        frame : Frame
+            Then frame that this variable is defined in.
+
+        Returns
+        -------
+        doc : IdDoc
+            The doc for this variable.
+        """
+        return _ffi_api.VarTableDefine(self, obj, name_hint, object_path, frame)  # type: ignore # pylint: disable=no-member
+
+    def define_by_doc(self, obj: Object, doc_factory: Callable[[], ExprDoc], frame: Frame) -> None:
+        """
+        Define a variable by ExprDoc.
+
+        Parameters
+        ----------
+        obj : Object
+            The variable object.
+        doc_factory : Callable[[], ExprDoc]
+            The hint for variable name.
+        frame : Frame
+            Then frame that this variable is defined in.
+
+        Returns
+        -------
+        None
+        """
+        _ffi_api.VarTableDefineByDoc(self, obj, doc_factory, frame)  # type: ignore # pylint: disable=no-member
+
+    def get_var_doc(self, obj: Object, object_path: ObjectPath) -> Optional[ExprDoc]:
+        """
+        Get the doc for a variable.
+
+        Parameters
+        ----------
+        obj : Object
+            The variable object.
+        object_path : ObjectPath
+            The object path to be associated with the returned ExprDoc.
+
+        Returns
+        -------
+        doc : ExprDoc
+            The doc for this variable.
+        """
+        return _ffi_api.VarTableGetVarDoc(self, obj, object_path)  # type: ignore # pylint: disable=no-member
+
+    def is_var_defined(self, obj: Object) -> bool:
+        """
+        Check whether a variable is defined.
+
+        Parameters
+        ----------
+        obj : Object
+            The variable object.
+
+        Returns
+        -------
+        is_defined : bool
+            Whether the variable is defined.
+        """
+        return _ffi_api.VarTableIsVarDefined(self, obj)  # type: ignore # pylint: disable=no-member
+
+    def __contains__(self, obj: Object) -> bool:
+        return self.is_var_defined(obj)

src/script/printer/var_table.cc

@@ -0,0 +1,108 @@
+/*
+ * 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.
+ */
+
+#include <tvm/node/object_path.h>
+#include <tvm/runtime/container/optional.h>
+#include <tvm/runtime/logging.h>
+#include <tvm/runtime/registry.h>
+#include <tvm/script/printer/var_table.h>
+
+namespace tvm {
+namespace script {
+namespace printer {
+
+String GenerateUniqueName(const String& name_hint, std::unordered_set<String>* defined_names) {
+  String name = name_hint;
+  for (int i = 1; !defined_names->insert(name).second; ++i) {
+    name = name_hint + "_" + std::to_string(i);
+  }
+  return name;
+}
+
+IdDoc VarTableNode::Define(const ObjectRef& obj, const String& name_hint,
+                           const ObjectPath& object_path, const Frame& frame) {
+  String name = GenerateUniqueName(name_hint, &this->defined_names);
+  DocFactory doc_factory = [name]() { return IdDoc(name); };
+
+  auto result = obj2info.insert({obj, VariableInfo{std::move(doc_factory), name}});
+  ICHECK(result.second) << "Duplicated object: " << obj;
+
+  IdDoc def_doc(name);
+  def_doc->source_paths.push_back(object_path);
+
+  frame->AddExitCallback([this, obj]() { this->RemoveVar(obj); });
+
+  return def_doc;
+}
+
+void VarTableNode::DefineByDoc(const ObjectRef& obj, DocFactory doc_factory, const Frame& frame) {
+  ICHECK(obj2info.find(obj) == obj2info.end()) << "Duplicated object: " << obj;
+
+  ICHECK(!doc_factory()->IsInstance<IdDocNode>())
+      << "VarTableNode::Define cannot be used for variable that's mapped to IdDoc.";
+
+  obj2info.insert({obj, VariableInfo{std::move(doc_factory), NullOpt}});
+
+  frame->AddExitCallback([this, obj]() { this->RemoveVar(obj); });
+}
+
+Optional<ExprDoc> VarTableNode::GetVarDoc(const ObjectRef& obj,
+                                          const ObjectPath& object_path) const {
+  auto it = obj2info.find(obj);
+  if (it == obj2info.end()) {
+    return NullOpt;
+  }
+  ExprDoc doc = it->second.doc_factory();
+  doc->source_paths.push_back(object_path);
+  return doc;
+}
+
+bool VarTableNode::IsVarDefined(const ObjectRef& obj) const { return obj2info.count(obj); }
+
+void VarTableNode::RemoveVar(const ObjectRef& obj) {
+  auto it = obj2info.find(obj);
+  ICHECK(it != obj2info.end()) << "No such object: " << obj;
+
+  if (it->second.name.defined()) {
+    defined_names.erase(it->second.name.value());
+  }
+  obj2info.erase(it);
+}
+
+VarTable::VarTable() { data_ = make_object<VarTableNode>(); }
+
+TVM_REGISTER_NODE_TYPE(VarTableNode);
+TVM_REGISTER_GLOBAL("script.printer.VarTable").set_body_typed([]() { return VarTable(); });
+TVM_REGISTER_GLOBAL("script.printer.VarTableDefine")
+    .set_body_method<VarTable, VarTableNode, IdDoc, const ObjectRef&, const String&,
+                     const ObjectPath&, const Frame&>(&VarTableNode::Define);
+TVM_REGISTER_GLOBAL("script.printer.VarTableDefineByDoc")
+    .set_body_typed([](VarTable var_table, const ObjectRef& obj, runtime::PackedFunc factory,
+                       Frame frame) {
+      var_table->DefineByDoc(
+          obj, [f = std::move(factory)]() { return f(); }, frame);
+    });
+TVM_REGISTER_GLOBAL("script.printer.VarTableGetVarDoc")
+    .set_body_method<VarTable>(&VarTableNode::GetVarDoc);
+TVM_REGISTER_GLOBAL("script.printer.VarTableIsVarDefined")
+    .set_body_method<VarTable>(&VarTableNode::IsVarDefined);
+
+}  // namespace printer
+}  // namespace script
+}  // namespace tvm