Commit 46bc404f authored by gbalduzz's avatar gbalduzz
Browse files

Fixed and tested writing of vector of vectors. Reader clanup.

parent 1342834d
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+154 −178
Original line number Diff line number Diff line
@@ -34,7 +34,7 @@ public:
  typedef H5::H5File file_type;

  // In: verbose. If true, the reader outputs a short log whenever it is executed.
  HDF5Reader(bool verbose = true) : my_file(NULL), my_paths(0), verbose_(verbose) {}
  HDF5Reader(bool verbose = true) : verbose_(verbose) {}

  ~HDF5Reader();

@@ -49,10 +49,10 @@ public:
  void close_file();

  void open_group(std::string name) {
    my_paths.push_back(name);
    paths_.push_back(name);
  }
  void close_group() {
    my_paths.pop_back();
    paths_.pop_back();
  }

  std::string get_path();
@@ -65,11 +65,14 @@ public:
  template <typename scalartype>
  bool execute(std::string name, scalartype& value);

  template <typename scalar_type>
  bool execute(std::string name, std::vector<scalar_type>& value);
  template <typename Scalar>
  bool execute(std::string name, std::vector<Scalar>& value);

  template <typename scalar_type>
  bool execute(std::string name, std::vector<std::complex<scalar_type>>& value);
  template <typename Scalar>
  bool execute(std::string name, std::vector<std::complex<Scalar>>& value);

  template <typename Scalar>
  bool execute(std::string name, std::vector<std::vector<Scalar>>& value);

  bool execute(std::string name, std::string& value);

@@ -87,30 +90,33 @@ public:
  template <typename scalartype, typename domain_type>
  bool execute(std::string name, func::function<scalartype, domain_type>& f);

  template <typename scalar_type>
  bool execute(std::string name, dca::linalg::Vector<scalar_type, dca::linalg::CPU>& A);
  template <typename Scalar>
  bool execute(std::string name, dca::linalg::Vector<Scalar, dca::linalg::CPU>& A);

  template <typename scalar_type>
  bool execute(std::string name, dca::linalg::Vector<std::complex<scalar_type>, dca::linalg::CPU>& A);
  template <typename Scalar>
  bool execute(std::string name, dca::linalg::Vector<std::complex<Scalar>, dca::linalg::CPU>& A);

  template <typename scalar_type>
  bool execute(std::string name, dca::linalg::Matrix<scalar_type, dca::linalg::CPU>& A);
  template <typename Scalar>
  bool execute(std::string name, dca::linalg::Matrix<Scalar, dca::linalg::CPU>& A);

  template <typename scalar_type>
  bool execute(std::string name, dca::linalg::Matrix<std::complex<scalar_type>, dca::linalg::CPU>& A);
  template <typename Scalar>
  bool execute(std::string name, dca::linalg::Matrix<std::complex<Scalar>, dca::linalg::CPU>& A);

  template <typename scalar_type>
  bool execute(dca::linalg::Matrix<scalar_type, dca::linalg::CPU>& A);
  template <typename Scalar>
  bool execute(dca::linalg::Matrix<Scalar, dca::linalg::CPU>& A);

  bool execute(std::string name, io::Buffer& buff) {
    return execute(name, static_cast<io::Buffer::Container&>(buff));
  }

private:
  bool fexists(const char* filename);
  bool exists(const std::string& name) const;

  void read(const std::string& name, H5::PredType type, void* data) const;
  std::vector<hsize_t> readSize(const std::string& name) const;

  H5::H5File* my_file;
  std::vector<std::string> my_paths;
  std::unique_ptr<H5::H5File> file_;
  std::vector<std::string> paths_;

  bool verbose_;
};
@@ -123,69 +129,90 @@ void HDF5Reader::from_file(arbitrary_struct_t& arbitrary_struct, std::string fil
  reader_obj.close_file();
}

template <typename scalar_type>
bool HDF5Reader::execute(std::string name, scalar_type& value) {
template <typename Scalar>
bool HDF5Reader::execute(std::string name, Scalar& value) {
  std::string full_name = get_path() + "/" + name;

  try {
    H5::DataSet dataset = my_file->openDataSet(full_name.c_str());

    H5::DataSpace dataspace = dataset.getSpace();

    H5Dread(dataset.getId(), HDF5_TYPE<scalar_type>::get(), dataspace.getId(), H5S_ALL, H5P_DEFAULT,
            &value);
  if (!exists(full_name)) {
    return false;
  }

  read(full_name, HDF5_TYPE<Scalar>::get_PredType(), &value);
  return true;
}
  catch (...) {
    std::cout << "\n\n\t the variable (" + name + ") does not exist in path : " + get_path() +
                     "\n\n";

template <typename Scalar>
bool HDF5Reader::execute(std::string name, std::vector<Scalar>& value) {
  std::string full_name = get_path() + "/" + name;

  if (!exists(full_name)) {
    return false;
  }

  auto dims = readSize(full_name);
  assert(dims.size() == 1);
  value.resize(dims.at(0));

  read(full_name, HDF5_TYPE<Scalar>::get_PredType(), value.data());
  return true;
}

template <typename scalar_type>
bool HDF5Reader::execute(std::string name, std::vector<scalar_type>& value) {
template <typename Scalar>
bool HDF5Reader::execute(std::string name, std::vector<std::complex<Scalar>>& value) {
  std::string full_name = get_path() + "/" + name;

  try {
    H5::DataSet dataset = my_file->openDataSet(full_name.c_str());

    value.resize(dataset.getInMemDataSize() / sizeof(scalar_type));
  if (!exists(full_name)) {
    return false;
  }

    H5::DataSpace dataspace = dataset.getSpace();
  auto dims = readSize(full_name);
  assert(dims.size() == 2);
  value.resize(dims.at(0));

    H5Dread(dataset.getId(), HDF5_TYPE<scalar_type>::get(), dataspace.getId(), H5S_ALL, H5P_DEFAULT,
            &value[0]);
  read(full_name, HDF5_TYPE<Scalar>::get_PredType(), value.data());
  return true;
}
  catch (...) {
    std::cout << "\n\n\t the variable (" + name + ") does not exist in path : " + get_path() +
                     "\n\n";

template <typename Scalar>
bool HDF5Reader::execute(std::string name, std::vector<std::vector<Scalar>>& value) {
  std::string full_name = get_path() + "/" + name;
  if (!exists(full_name)) {
    return false;
  }
}

template <typename scalar_type>
bool HDF5Reader::execute(std::string name, std::vector<std::complex<scalar_type>>& value) {
  std::string full_name = get_path() + "/" + name;
  const bool equal_size = !exists(full_name + "/data");

  try {
    H5::DataSet dataset = my_file->openDataSet(full_name.c_str());
  if (equal_size) {
    auto dims = readSize(full_name);
    assert(dims.size() == 2);
    std::vector<Scalar> linearized(dims[0] * dims[1]);

    value.resize(dataset.getInMemDataSize() / sizeof(std::complex<scalar_type>));
    read(full_name, HDF5_TYPE<Scalar>::get_PredType(), linearized.data());
    value.resize(dims[0]);
    const Scalar* read_location = linearized.data();
    for (auto& v : value) {
      v.resize(dims[1]);
      std::copy_n(read_location, dims[1], v.data());
      read_location += dims[1];
    }
  }
  else {
    open_group(name);

    H5::DataSpace dataspace = dataset.getSpace();
    int size = -1;
    execute("size", size);
    value.resize(size);

    H5Dread(dataset.getId(), HDF5_TYPE<scalar_type>::get(), dataspace.getId(), H5S_ALL, H5P_DEFAULT,
            &value[0]);
    return true;
    open_group("data");
    for (int i = 0; i < value.size(); ++i) {
      execute("row_" + std::to_string(i), value[i]);
    }
  catch (...) {
    std::cout << "\n\n\t the variable (" + name + ") does not exist in path : " + get_path() +
                     "\n\n";
    return false;
    close_group();

    close_group();
  }

  return true;
}

template <typename scalartype, typename domain_type>
@@ -195,157 +222,106 @@ bool HDF5Reader::execute(func::function<scalartype, domain_type>& f) {

template <typename scalartype, typename domain_type>
bool HDF5Reader::execute(std::string name, func::function<scalartype, domain_type>& f) {
  std::cout << "\n\tstart reading function : " << name;
  open_group(name);
  bool success = true;

  try {
    std::string full_name = get_path() + "/data";

    H5::DataSet dataset = my_file->openDataSet(full_name.c_str());

    H5::DataSpace dataspace = dataset.getSpace();
  std::string full_name = get_path() + "/" + name;

    H5Dread(dataset.getId(), HDF5_TYPE<scalartype>::get(), dataspace.getId(), H5S_ALL, H5P_DEFAULT,
            &f(0));
  }
  catch (const H5::FileIException& err) {
  if (!exists(full_name)) {
    std::cout << "\n\n\t the function (" + name + ") does not exist in path : " + get_path() +
                     "\n\n";
    success = false;
  }

  close_group();
  return success;
    return false;
  }

template <typename scalar_type>
bool HDF5Reader::execute(std::string name, dca::linalg::Vector<scalar_type, dca::linalg::CPU>& V) {
  bool success = true;

  try {
    std::string full_name = get_path() + "/" + name;
  std::cout << "\n\tstart reading function : " << name;

    H5::DataSet dataset = my_file->openDataSet(full_name.c_str());
  read(full_name + "/data", HDF5_TYPE<scalartype>::get_PredType(), f.values());

    V.resize(dataset.getInMemDataSize() / sizeof(scalar_type));
  return true;
}

    H5::DataSpace dataspace = dataset.getSpace();
template <typename Scalar>
bool HDF5Reader::execute(std::string name, dca::linalg::Vector<Scalar, dca::linalg::CPU>& V) {
  std::string full_name = get_path() + "/" + name;
  if (!exists(full_name)) {
    return false;
  }

    H5Dread(dataset.getId(), HDF5_TYPE<scalar_type>::get(), dataspace.getId(), H5S_ALL, H5P_DEFAULT,
            &V[0]);
  auto dims = readSize(full_name);
  assert(dims.size() == 1);
  V.resize(dims.at(0));

    V.set_name(name);
  }
  catch (const H5::FileIException& err) {
    std::cout << "\n\n\t the vector (" + name + ") does not exist in path : " + get_path() + "\n\n";
    success = false;
  }
  read(full_name, HDF5_TYPE<Scalar>::get_PredType(), V.ptr());

  return success;
  return true;
}

template <typename scalar_type>
template <typename Scalar>
bool HDF5Reader::execute(std::string name,
                         dca::linalg::Vector<std::complex<scalar_type>, dca::linalg::CPU>& V) {
  bool success = true;

  try {
                         dca::linalg::Vector<std::complex<Scalar>, dca::linalg::CPU>& V) {
  std::string full_name = get_path() + "/" + name;
  if (!exists(full_name)) {
    return false;
  }

    H5::DataSet dataset = my_file->openDataSet(full_name.c_str());

    V.resize(dataset.getInMemDataSize() / sizeof(std::complex<scalar_type>));

    H5::DataSpace dataspace = dataset.getSpace();

    H5Dread(dataset.getId(), HDF5_TYPE<scalar_type>::get(), dataspace.getId(), H5S_ALL, H5P_DEFAULT,
            &V[0]);
  auto dims = readSize(full_name);
  assert(dims.size() == 2);
  V.resize(dims.at(0));

    V.set_name(name);
  }
  catch (const H5::FileIException& err) {
    std::cout << "\n\n\t the vector (" + name + ") does not exist in path : " + get_path() + "\n\n";
    success = false;
  }
  read(full_name, HDF5_TYPE<Scalar>::get_PredType(), V.ptr());

  return success;
  return true;
}

template <typename scalar_type>
bool HDF5Reader::execute(std::string name, dca::linalg::Matrix<scalar_type, dca::linalg::CPU>& A) {
  bool success = true;

  try {
template <typename Scalar>
bool HDF5Reader::execute(std::string name, dca::linalg::Matrix<Scalar, dca::linalg::CPU>& A) {
  std::string full_name = get_path() + "/" + name;
  if (!exists(full_name)) {
    return false;
  }

    H5::DataSet dataset = my_file->openDataSet(full_name.c_str());
    H5::DataSpace dataspace = dataset.getSpace();

    std::array<hsize_t, 2> dims;
    dataspace.getSimpleExtentDims(dims.data(), nullptr);
  auto dims = readSize(full_name);
  assert(dims.size() == 2);

    std::vector<scalar_type> linearized(dims[0] * dims[1]);
    dataset.read(linearized.data(), HDF5_TYPE<scalar_type>::get_PredType(), dataspace);
  std::vector<Scalar> linearized(dims[0] * dims[1]);
  read(full_name, HDF5_TYPE<Scalar>::get_PredType(), linearized.data());

    // HDF5 is column major, while Matrix is not major.
  // HDF5 is column major, while Matrix is row major.
  A.resizeNoCopy(std::make_pair(dims[0], dims[1]));
    unsigned linindex = 0;
    for (int i = 0; i < A.nrRows(); ++i) {
  for (int i = 0, linindex = 0; i < A.nrRows(); ++i) {
    for (int j = 0; j < A.nrCols(); ++j)
      A(i, j) = linearized[linindex++];
  }

  A.set_name(name);
  }
  catch (const H5::FileIException& err) {
    std::cout << "\n\n\t the function (" + name + ") does not exist in path : " + get_path() +
                     "\n\n";
    success = false;
  }

  return success;
  return true;
}

template <typename scalar_type>
template <typename Scalar>
bool HDF5Reader::execute(std::string name,
                         dca::linalg::Matrix<std::complex<scalar_type>, dca::linalg::CPU>& A) {
  bool success = true;

  try {
                         dca::linalg::Matrix<std::complex<Scalar>, dca::linalg::CPU>& A) {
  std::string full_name = get_path() + "/" + name;
  if (!exists(full_name)) {
    return false;
  }

    H5::DataSet dataset = my_file->openDataSet(full_name.c_str());
    H5::DataSpace dataspace = dataset.getSpace();

    std::array<hsize_t, 3> dims;
    dataspace.getSimpleExtentDims(dims.data(), nullptr);

    A.resizeNoCopy(std::make_pair(dims[1], dims[2]));
    std::vector<std::complex<scalar_type>> linearized(A.nrRows() * A.nrCols());
  auto dims = readSize(full_name);
  assert(dims.size() == 3);

    dataset.read(linearized.data(), HDF5_TYPE<scalar_type>::get_PredType(), dataspace);
  std::vector<std::complex<Scalar>> linearized(dims[0] * dims[1]);
  read(full_name, HDF5_TYPE<Scalar>::get_PredType(), linearized.data());

    // HDF5 is column major, while Matrix is not major.
    unsigned linindex = 0;
    for (int i = 0; i < A.nrRows(); ++i)
      for (int j = 0; j < A.nrCols(); ++j) {
  // HDF5 is column major, while Matrix is row major.
  A.resizeNoCopy(std::make_pair(dims[0], dims[1]));
  for (int i = 0, linindex = 0; i < A.nrRows(); ++i) {
    for (int j = 0; j < A.nrCols(); ++j)
      A(i, j) = linearized[linindex++];
  }

  A.set_name(name);
  }
  catch (const H5::FileIException& err) {
    std::cout << "\n\n\t the function (" + name + ") does not exist in path : " + get_path() +
                     "\n\n";
    success = false;
  }

  return success;
  return true;
}

template <typename scalar_type>
bool HDF5Reader::execute(dca::linalg::Matrix<scalar_type, dca::linalg::CPU>& A) {
template <typename Scalar>
bool HDF5Reader::execute(dca::linalg::Matrix<Scalar, dca::linalg::CPU>& A) {
  return execute(A.get_name(), A);
}

+17 −32
Original line number Diff line number Diff line
@@ -145,7 +145,7 @@ public:
private:
  bool fexists(const char* filename);

  bool exists(const std::string& name);
  bool exists(const std::string& name) const;

  void write(const std::string& name, const std::vector<hsize_t>& size, H5::PredType type,
             const void* data);
@@ -203,7 +203,7 @@ void HDF5Writer::execute(const std::string& name,
                         const std::vector<std::complex<scalar_type>>& value) {
  if (value.size() > 0) {
    std::string full_name = get_path() + "/" + name;
    std::vector<hsize_t> dims{2, value.size()};
    std::vector<hsize_t> dims{value.size(), 2};
    write(full_name, dims, HDF5_TYPE<scalar_type>::get_PredType(), value.data());
  }
}
@@ -226,21 +226,27 @@ void HDF5Writer::execute(const std::string& name, const std::vector<std::vector<
      std::vector<hsize_t> dims{value.size(), cols};
      std::vector<scalar_type> linearized(dims[0] * dims[1]);

      std::size_t linindex = 0;
      for (std::size_t i = 0; i < value.size(); ++i)
        for (std::size_t j = 0; j < cols; ++j, ++linindex)
          linearized[linindex] = value[i][j];
      for (std::size_t i = 0, linindex = 0; i < value.size(); ++i)
        for (std::size_t j = 0; j < cols; ++j)
          linearized[linindex++] = value[i][j];

      write(full_name, dims, HDF5_TYPE<scalar_type>::get_PredType(), value.data());
      write(full_name, dims, HDF5_TYPE<scalar_type>::get_PredType(), linearized.data());
    }
    else {
      open_group(full_name);

      execute("size", value.size());

      open_group("data");

      std::vector<hsize_t> dims(1);
      for (std::size_t i = 0; i < value.size(); ++i) {
        const std::string new_name = full_name + "/row_" + std::to_string(i);
        const std::string new_name = full_name + "/data/row_" + std::to_string(i);
        dims[0] = value[i].size();
        write(new_name, dims, HDF5_TYPE<scalar_type>::get_PredType(), value[i].data());
      }

      close_group();
      close_group();
    }
  }
@@ -252,30 +258,9 @@ void HDF5Writer::execute(const std::string& name, const std::vector<std::array<S
    return;

  std::array<hsize_t, 2> dims{value.size(), n};

  H5::DataSet* dataset = nullptr;
  H5::DataSpace* dataspace = nullptr;

  std::string full_name = get_path() + "/" + name;

  dataspace = new H5::DataSpace(2, dims.data());

  dataset = new H5::DataSet(
      file_->createDataSet(full_name.c_str(), HDF5_TYPE<Scalar>::get_PredType(), *dataspace));

  Scalar* tmp = new Scalar[dims[0] * dims[1]];

  // hdf5 has row-major ordering!
  //  for (hsize_t i = 0; i < dims[0]; i++)
  //    for (hsize_t j = 0; j < dims[1]; j++)
  //      tmp[i * dims[1] + j] = value[i][j];

  H5Dwrite(dataset->getId(), HDF5_TYPE<Scalar>::get(), dataspace->getId(), H5S_ALL, H5P_DEFAULT,
           value[0].data());

  delete[] tmp;
  delete dataset;
  delete dataspace;
  write(full_name, dims, HDF5_TYPE<Scalar>::get_PredType(), value.data());
}

template <typename domain_type>
@@ -384,7 +369,7 @@ template <typename scalar_type>
void HDF5Writer::execute(const std::string& name,
                         const dca::linalg::Vector<std::complex<scalar_type>, dca::linalg::CPU>& V) {
  std::string full_name = get_path() + "/" + name;
  write(full_name, std::vector<hsize_t>{2, V.size()}, HDF5_TYPE<scalar_type>::get_PredType(),
  write(full_name, std::vector<hsize_t>{V.size(), 2}, HDF5_TYPE<scalar_type>::get_PredType(),
        V.ptr());
}

@@ -407,7 +392,7 @@ void HDF5Writer::execute(const std::string& name,
template <typename scalar_type>
void HDF5Writer::execute(const std::string& name,
                         const dca::linalg::Matrix<std::complex<scalar_type>, dca::linalg::CPU>& A) {
  std::vector<hsize_t> dims{hsize_t(2), hsize_t(A.nrRows()), hsize_t(A.nrCols())};
  std::vector<hsize_t> dims{hsize_t(A.nrRows()), hsize_t(A.nrCols()), hsize_t(2)};
  std::vector<std::complex<scalar_type>> linearized(A.nrRows() * A.nrCols());

  int linindex = 0;
+53 −41
Original line number Diff line number Diff line
@@ -6,6 +6,7 @@
// See CITATION.md for citation guidelines, if DCA++ is used for scientific publications.
//
// Author: Peter Staar (taa@zurich.ibm.com)
//         Giovanni Balduzzi (gbalduzz@itp.phys.ethz.ch)
//
// This file implements hdf5_reader.hpp.

@@ -19,7 +20,7 @@ namespace io {
// dca::io::

HDF5Reader::~HDF5Reader() {
  if (my_file != NULL)
  if (file_)
    close_file();
}

@@ -35,56 +36,50 @@ void HDF5Reader::open_file(std::string file_name) {
    }
  }

  my_file = new H5::H5File(file_name.c_str(), H5F_ACC_RDONLY);
  file_ = std::make_unique<H5::H5File>(file_name.c_str(), H5F_ACC_RDONLY);
}

void HDF5Reader::close_file() {
  my_file->close();
  delete my_file;
  my_file = NULL;
  file_->close();
  file_.release();
}

std::string HDF5Reader::get_path() {
  std::string path = "/";

  for (size_t i = 0; i < my_paths.size(); i++) {
    path = path + my_paths[i];
  for (size_t i = 0; i < paths_.size(); i++) {
    path = path + paths_[i];

    if (i < my_paths.size() - 1)
    if (i < paths_.size() - 1)
      path = path + "/";
  }

  return path;
}

bool HDF5Reader::execute(std::string name,
                         std::string& value)  //, H5File& file, std::string path)
{
bool HDF5Reader::execute(std::string name, std::string& value) {
  std::string full_name = get_path() + "/" + name;

  try {
    H5::DataSet dataset = my_file->openDataSet(full_name.c_str());

    value.resize(dataset.getInMemDataSize(), 'a');
  if (!exists(full_name)) {
    return false;
  }

    H5::DataSpace dataspace = dataset.getSpace();
  auto dims = readSize(full_name);
  assert(dims.size() == 1);
  value.resize(dims.at(0));

    H5Dread(dataset.getId(), HDF5_TYPE<char>::get(), dataspace.getId(), H5S_ALL, H5P_DEFAULT,
            &value[0]);
  read(full_name, HDF5_TYPE<char>::get_PredType(), value.data());
  return true;
}
  catch (const H5::FileIException& err) {
    std::cout << "\n\n\t the variable (" + name + ") does not exist in path : " + get_path() +
                     "\n\n";

bool HDF5Reader::execute(std::string name, std::vector<std::string>& value) {
  std::string full_name = get_path() + "/" + name;
  if (!exists(full_name)) {
    return false;
  }
}

bool HDF5Reader::execute(std::string name, std::vector<std::string>& value) {
  open_group(name);
  bool success = true;

  try {
  int size = -1;
  execute("size", size);

@@ -94,20 +89,37 @@ bool HDF5Reader::execute(std::string name, std::vector<std::string>& value) {

  for (size_t l = 0; l < value.size(); l++) {
    open_group(std::to_string(l));

    execute(std::to_string(l), value[l]);

    close_group();
  }
  }
  catch (const H5::FileIException& err) {
    std::cout << "\n\n\t the variable (" + name + ") does not exist in path : " + get_path() +
                     "\n\n";
    success = false;
  }

  close_group();
  close_group();
  return success;

  return true;
}

void HDF5Reader::read(const std::string& name, H5::PredType type, void* data) const {
  H5::DataSet dataset = file_->openDataSet(name.c_str());
  dataset.read(data, type);
}

bool HDF5Reader::exists(const std::string& name) const {
  auto code = H5Gget_objinfo(file_->getId(), name.c_str(), 0, NULL);
  return code == 0;
}

std::vector<hsize_t> HDF5Reader::readSize(const std::string& name) const {
  H5::DataSet dataset = file_->openDataSet(name.c_str());
  H5::DataSpace dataspace = dataset.getSpace();

  int n_dims = dataspace.getSimpleExtentNdims();
  std::vector<hsize_t> dims(n_dims);
  dataspace.getSimpleExtentDims(dims.data(), nullptr);

  return dims;
}

}  // namespace io
+1 −1
Original line number Diff line number Diff line
@@ -131,7 +131,7 @@ void HDF5Writer::write(const std::string& name, const std::vector<hsize_t>& dims
  }
}

bool HDF5Writer::exists(const std::string& name) {
bool HDF5Writer::exists(const std::string& name) const {
  auto code = H5Gget_objinfo(file_id_, name.c_str(), 0, NULL);
  return code == 0;
}
+25 −0
Original line number Diff line number Diff line
@@ -95,6 +95,31 @@ TEST(HDF5ReaderWriterTest, VectorReadWrite) {
  reader.close_file();
}

TEST(HDF5ReaderWriterTest, VectorOfVectorsReadWrite) {
  const std::string object_name = "a_vector";
  const std::string file_name = "test_vector_vector.hdf5";
  const std::vector<std::vector<double>> data_unequal_size{{0, 0, 2}, {1}, {1, 0}, {0, 0}};
  const std::vector<std::vector<double>> data_equal_size{{0, 0}, {0, 1}, {1, 0}, {0, 0}};

  for (const auto& input : {data_unequal_size, data_equal_size}) {
    // Create test file.
    dca::io::HDF5Writer writer;
    writer.open_file(file_name);
    writer.execute(object_name, input);
    writer.close_file();

    // Read test file.
    dca::io::HDF5Reader reader;
    std::vector<std::vector<double>> data_read;
    reader.open_file(file_name);
    EXPECT_TRUE(reader.execute(object_name, data_read));

    EXPECT_EQ(input, data_read);

    reader.close_file();
  }
}

TEST(HDF5ReaderWriterTest, VectorOfStringsReadWrite) {
  std::vector<std::string> s1{"foo", "bar", "baz"};