ParquetFormatter.h

Go to the documentation of this file.

/****************************************************************************/
// Eclipse SUMO, Simulation of Urban MObility; see https://eclipse.dev/sumo
// Copyright (C) 2012-2025 German Aerospace Center (DLR) and others.
// This program and the accompanying materials are made available under the
// terms of the Eclipse Public License 2.0 which is available at
// https://www.eclipse.org/legal/epl-2.0/
// This Source Code may also be made available under the following Secondary
// Licenses when the conditions for such availability set forth in the Eclipse
// Public License 2.0 are satisfied: GNU General Public License, version 2
// or later which is available at
// https://www.gnu.org/licenses/old-licenses/gpl-2.0-standalone.html
// SPDX-License-Identifier: EPL-2.0 OR GPL-2.0-or-later
/****************************************************************************/
// Output formatter for Parquet output
/****************************************************************************/
#pragma once
#include <config.h>
 
#include <ostream>
 
#ifdef _MSC_VER
/* Disable warning about unmatched push / pop.
   TODO Re-enable this once it has been solved upstream, see https://github.com/apache/arrow/issues/47099 */
#pragma warning(suppress: 5032)
#pragma warning(push)
/* Disable warning about unused parameters */
#pragma warning(disable: 4100)
/* Disable warning about hidden function arrow::io::Writable::Write */
#pragma warning(disable: 4266)
/* Disable warning about padded memory layout */
#pragma warning(disable: 4324)
/* Disable warning about this in initializers */
#pragma warning(disable: 4355)
/* Disable warning about changed memory layout due to virtual base class */
#pragma warning(disable: 4435)
/* Disable warning about declaration hiding class member */
#pragma warning(disable: 4458)
/* Disable warning about implicit conversion of int to bool */
#pragma warning(disable: 4800)
#endif
#include <arrow/api.h>
#include <parquet/arrow/writer.h>
#ifdef _MSC_VER
/* Disable warning about unmatched push / pop.
   TODO Re-enable this once it has been solved upstream, see https://github.com/apache/arrow/issues/47099 */
#pragma warning(suppress: 5031)
#pragma warning(pop)
#endif
 
#include <utils/common/ToString.h>
#include "OutputFormatter.h"
 
 
// ===========================================================================
// class definitions
// ===========================================================================
class ParquetFormatter : public OutputFormatter {
public:
    // for some motivation on the default batch size see https://stackoverflow.com/questions/76782018/what-is-actually-meant-when-referring-to-parquet-row-group-size
    ParquetFormatter(const std::string& columnNames, const std::string& compression = "", const int batchSize = 1000000);
 
    virtual ~ParquetFormatter() { }
 
    void openTag(std::ostream& into, const std::string& xmlElement);
 
    void openTag(std::ostream& into, const SumoXMLTag& xmlElement);
 
    bool closeTag(std::ostream& into, const std::string& comment = "");
 
    template <class T>
    void writeAttr(std::ostream& /* into */, const SumoXMLAttr attr, const T& val, const bool isNull = false) {
        checkAttr(attr);
        if (!myWroteHeader) {
            mySchema = *mySchema->AddField(mySchema->num_fields(), arrow::field(getAttrString(toString(attr)), arrow::utf8()));
            myBuilders.push_back(std::make_shared<arrow::StringBuilder>());
        }
        myValues.push_back(isNull ? nullptr : std::make_shared<arrow::StringScalar>(toString(val)));
    }
 
    template <class T>
    void writeAttr(std::ostream& /* into */, const std::string& attr, const T& val) {
        assert(!myCheckColumns);
        if (!myWroteHeader) {
            mySchema = *mySchema->AddField(mySchema->num_fields(), arrow::field(getAttrString(attr), arrow::utf8()));
            myBuilders.push_back(std::make_shared<arrow::StringBuilder>());
        }
        myValues.push_back(std::make_shared<arrow::StringScalar>(toString(val)));
    }
 
    void writeTime(std::ostream& into, const SumoXMLAttr attr, const SUMOTime val) {
        if (!gHumanReadableTime) {
            if (!myWroteHeader) {
                mySchema = *mySchema->AddField(mySchema->num_fields(), arrow::field(getAttrString(toString(attr)), arrow::float64()));
                myBuilders.push_back(std::make_shared<arrow::DoubleBuilder>());
            }
            myValues.push_back(std::make_shared<arrow::DoubleScalar>(STEPS2TIME(val)));
            return;
        }
        writeAttr(into, attr, time2string(val));
    }
 
    bool wroteHeader() const {
        return myWroteHeader;
    }
 
    void setExpectedAttributes(const SumoXMLAttrMask& expected, const int depth = 2) {
        myExpectedAttrs = expected;
        myMaxDepth = depth;
        myCheckColumns = expected.any();
    }
 
private:
    inline const std::string getAttrString(const std::string& attrString) {
        if (myHeaderFormat == "plain") {
            return attrString;
        }
        if (myHeaderFormat == "auto") {
            for (const auto& field : mySchema->fields()) {
                if (field->name() == attrString) {
                    return myCurrentTag + "_" + attrString;
                }
            }
            return attrString;
        }
        return myCurrentTag + "_" + attrString;
    }
 
    inline void checkAttr(const SumoXMLAttr attr) {
        if (myCheckColumns && myMaxDepth == (int)myXMLStack.size()) {
            mySeenAttrs.set(attr);
            if (!myExpectedAttrs.test(attr)) {
                throw ProcessError(TLF("Unexpected attribute '%', this file format does not support Parquet output yet.", toString(attr)));
            }
        }
    }
 
    const std::string myHeaderFormat;
 
    parquet::Compression::type myCompression = parquet::Compression::UNCOMPRESSED;
 
    const int myBatchSize;
 
    std::string myCurrentTag;
 
    std::shared_ptr<arrow::Schema> mySchema = arrow::schema({});
 
    std::unique_ptr<parquet::arrow::FileWriter> myParquetWriter;
 
    std::vector<std::shared_ptr<arrow::ArrayBuilder> > myBuilders;
 
    std::vector<int> myXMLStack;
 
    std::vector<std::shared_ptr<arrow::Scalar> > myValues;
 
    int myMaxDepth = 0;
 
    bool myWroteHeader = false;
 
    bool myCheckColumns = false;
 
    SumoXMLAttrMask myExpectedAttrs;
 
    SumoXMLAttrMask mySeenAttrs;
};
 
 
// ===========================================================================
// specialized template implementations
// ===========================================================================
template <>
inline void ParquetFormatter::writeAttr(std::ostream& into, const SumoXMLAttr attr, const double& val, const bool isNull) {
    checkAttr(attr);
    if (attr == SUMO_ATTR_X || attr == SUMO_ATTR_Y || into.precision() > 2) {
        if (!myWroteHeader) {
            mySchema = *mySchema->AddField(mySchema->num_fields(), arrow::field(getAttrString(toString(attr)), arrow::float64()));
            myBuilders.push_back(std::make_shared<arrow::DoubleBuilder>());
        }
        myValues.push_back(isNull ? nullptr : std::make_shared<arrow::DoubleScalar>(val));
    } else {
        if (!myWroteHeader) {
            mySchema = *mySchema->AddField(mySchema->num_fields(), arrow::field(getAttrString(toString(attr)), arrow::float32()));
            myBuilders.push_back(std::make_shared<arrow::FloatBuilder>());
        }
        myValues.push_back(isNull ? nullptr : std::make_shared<arrow::FloatScalar>((float)val));
    }
}
 
template <>
inline void ParquetFormatter::writeAttr(std::ostream& /* into */, const SumoXMLAttr attr, const int& val, const bool isNull) {
    checkAttr(attr);
    if (!myWroteHeader) {
        mySchema = *mySchema->AddField(mySchema->num_fields(), arrow::field(getAttrString(toString(attr)), arrow::int32()));
        myBuilders.push_back(std::make_shared<arrow::Int32Builder>());
    }
    myValues.push_back(isNull ? nullptr : std::make_shared<arrow::Int32Scalar>(val));
}
 
template <>
inline void ParquetFormatter::writeAttr(std::ostream& into, const std::string& attr, const double& val) {
    assert(!myCheckColumns);
    if (into.precision() > 2) {
        if (!myWroteHeader) {
            mySchema = *mySchema->AddField(mySchema->num_fields(), arrow::field(getAttrString(attr), arrow::float64()));
            myBuilders.push_back(std::make_shared<arrow::DoubleBuilder>());
        }
        myValues.push_back(std::make_shared<arrow::DoubleScalar>(val));
    } else {
        if (!myWroteHeader) {
            mySchema = *mySchema->AddField(mySchema->num_fields(), arrow::field(getAttrString(attr), arrow::float32()));
            myBuilders.push_back(std::make_shared<arrow::FloatBuilder>());
        }
        myValues.push_back(std::make_shared<arrow::FloatScalar>((float)val));
    }
}
 
template <>
inline void ParquetFormatter::writeAttr(std::ostream& /* into */, const std::string& attr, const int& val) {
    assert(!myCheckColumns);
    if (!myWroteHeader) {
        mySchema = *mySchema->AddField(mySchema->num_fields(), arrow::field(getAttrString(attr), arrow::int32()));
        myBuilders.push_back(std::make_shared<arrow::Int32Builder>());
    }
    myValues.push_back(std::make_shared<arrow::Int32Scalar>(val));
}