EleFitsTutorial.cpp

 
#include "EleFitsUtils/ProgramOptions.h"
#include "ElementsKernel/ProgramHeaders.h"
 
#include <boost/program_options.hpp>
#include <map>
#include <string>
 
#include "EleFitsData/TestColumn.h"
#include "EleFitsData/TestRaster.h"
#include "EleFitsData/TestRecord.h"
 
#include "EleFits/MefFile.h"
 
using namespace Euclid;
// EleFits API is in the Euclid::Fits namespace.
// We could have be using namespace Euclid::Fits instead,
// but things would have been less obvious in the snippets.
 
using boost::program_options::options_description;
using boost::program_options::value;
using boost::program_options::variable_value;
 
static Elements::Logging logger = Elements::Logging::getLogger("EleFitsTutorial");
 
// DECLARATIONS //
 
struct TutoRecords {
  Fits::Record<std::string> stringRecord;
  Fits::Record<int> intRecord;
  Fits::Record<float> floatRecord;
  Fits::Record<std::complex<double>> complexRecord;
};
 
struct TutoRasters {
  Fits::VecRaster<std::int16_t, 2> int16Raster2D;
  Fits::VecRaster<std::int32_t, 3> int32Raster3D;
  Fits::VecRaster<std::int64_t, 4> int64Raster4D;
};
 
struct TutoColumns {
  Fits::VecColumn<std::string> stringColumn;
  Fits::VecColumn<std::int32_t> int32Column;
  Fits::VecColumn<float> float32Column;
};
 
TutoRecords createRecords();
TutoRasters createRasters();
TutoColumns createColumns();
 
void writeMefFile(const std::string& filename);
void readMefFile(const std::string& filename);
void writeRecords(const Fits::Hdu& hdu);
void readRecords(const Fits::Hdu& hdu);
void readRaster(const Fits::ImageHdu& hdu);
void readColumns(const Fits::BintableHdu& hdu);
 
// DATA CLASSES //
 
TutoRecords createRecords() {
 
  logger.info("  Creating records...");
 
 
  /* Create a record with unit and comment */
 
  Fits::Record<std::string> stringRecord("STRING", "VALUE", "unit", "comment");
 
  /* Create a record with keyword and value only */
 
  Fits::Record<int> intRecord("INT", 0);
 
  /* Create a record from an initialization list */
 
  Fits::Record<float> floatRecord { "FLOAT", 3.14F, "", "A piece of Pi" };
  // This is often used as a shortcut to create records as function parameters.
 
  /* Generate a random record */
 
  auto complexRecord = Fits::Test::generateRandomRecord<std::complex<double>>("COMPLEX");
 
 
  return { stringRecord, intRecord, floatRecord, complexRecord };
}
 
TutoRasters createRasters() {
 
  logger.info("  Creating rasters...");
 
 
  /* Initialize and later fill a raster */
 
  Fits::VecRaster<std::int16_t, 2> int16Raster2D({ 4, 3 });
  for (const auto& position : int16Raster2D.domain()) {
    int16Raster2D[position] = position[0] + position[1];
  }
  // This demonstrates the iteration over positions;
  // It is possible to use two nested loops instead.
 
  /* Create a raster from a vector */
 
  std::vector<std::int32_t> int32Vec(16 * 9 * 3, 0);
  // ... do what you have to do with the vector, and then move it to the raster ...
  Fits::VecRaster<std::int32_t, 3> int32Raster3D({ 16, 9, 3 }, std::move(int32Vec));
  // Instead of moving a vector, it's also possible to work with
  // a raw pointer with the PtrRaster class.
 
  /* Generate a random raster */
 
  auto int64Raster4D = Fits::Test::RandomRaster<std::int64_t, 4>({ 17, 9, 3, 24 });
 
 
  return { int16Raster2D, int32Raster3D, int64Raster4D };
}
 
TutoColumns createColumns() {
 
  logger.info("  Creating columns...");
 
 
  /* Initialize and later fill a column */
 
  Fits::VecColumn<std::string> stringColumn({ "STRING", "unit", 3 }, 100);
  // String columns must be wide-enough to hold each character.
  for (long i = 0; i < stringColumn.rowCount(); ++i) {
    stringColumn(i) = std::to_string(i);
  }
  // operator() takes two parameters: the row index, and repeat index (=0 by default)
 
  /* Create a column from a vector */
 
  std::vector<std::int32_t> int32Vec(100);
  // ... do what you have to do with the vector, and then move it to the column ...
  Fits::VecColumn<std::int32_t> int32Column({ "INT32", "", 1 }, std::move(int32Vec));
  // Analogously to rasters, columns can be managed with the lightweight PtrColumn classe.
 
  /* Generate a random column */
 
  auto float32Column = Fits::Test::RandomVectorColumn<float>(8, 100);
 
 
  return { stringColumn, int32Column, float32Column };
}
 
// WRITING //
 
void writeMefFile(const std::string& filename) {
 
  logger.info("Creating a MEF file...");
 
 
  Fits::MefFile f(filename, Fits::FileMode::Create);
 
 
  const auto rasters = createRasters();
 
  logger.info("  Writing image HDUs...");
 
 
  /* Fill the header and data units */
 
  const auto& image1 = f.assignImageExt("IMAGE1", rasters.int32Raster3D);
 
  /* Fill the header only (for now) */
 
  const auto& image2 = f.initImageExt<std::int16_t>("IMAGE2", rasters.int16Raster2D.shape());
 
 
 
  image2.raster().write(rasters.int16Raster2D);
 
 
  const auto columns = createColumns();
 
  logger.info("  Writing binary table HDUs...");
 
 
  /* Fill the header and data units */
 
  const auto& table1 = f.assignBintableExt("TABLE1", columns.stringColumn, columns.int32Column, columns.float32Column);
 
  /* Fill the header unit only (for now) */
 
  const auto& table2 = f.initBintableExt(
      "TABLE2",
      columns.stringColumn.info(),
      columns.int32Column.info(),
      columns.float32Column.info());
 
 
 
  /* Write a single column */
 
  table2.columns().write(columns.stringColumn);
 
  /* Write several columns */
 
  table2.columns().writeSeq(columns.int32Column, columns.float32Column);
 
 
  /* Write records */
 
  writeRecords(f.accessPrimary<>());
 
  /* Mute "unused variable" warnings */
 
  (void)image1;
  (void)table1;
 
  // File is closed at destruction of f.
}
 
void writeRecords(const Fits::Hdu& hdu) {
 
  const auto records = createRecords();
 
  logger.info("  Writing records...");
 
 
  /* Write a single record */
 
  hdu.header().write(records.stringRecord);
 
  /* Write several records */
 
  hdu.header().writeSeq(records.intRecord, records.floatRecord, records.complexRecord);
 
  /* Update using initialization lists */
 
  hdu.header().writeSeq<Fits::RecordMode::UpdateExisting>(
      Fits::Record<int>("INT", 1),
      Fits::Record<float>("FLOAT", 3.14159F, "", "A larger piece of Pi"),
      Fits::Record<std::complex<double>>("COMPLEX", { 180., 90. }));
 
}
 
// READING //
 
void readMefFile(const std::string& filename) {
 
  logger.info("Reading the MEF file...");
 
 
  Fits::MefFile f(filename, Fits::FileMode::Read);
 
 
  logger.info("  Accessing HDUs...");
 
 
  /* Access the Primary HDU */
 
  const auto& primary = f.primary();
  const auto primaryIndex = primary.index();
  // Indices are 0-based.
 
  /* Access an HDU by its index */
 
  const auto& image2 = f.access<Fits::ImageHdu>(2);
  const auto imageName = image2.readName();
 
  /* Access an HDU by its name */
 
  const auto& table1 = f.accessFirst<Fits::BintableHdu>("TABLE1");
  const auto tableIndex = table1.index();
  // If several HDUs have the same name, the first one is returned.
 
 
  logger.info() << "    Primary index: " << primaryIndex;
  logger.info() << "    Name of the second extension: " << imageName;
  logger.info() << "    Index of the 'TABLE1' extension: " << tableIndex;
 
  readRecords(primary);
  readRaster(image2);
  readColumns(table1);
}
 
void readRecords(const Fits::Hdu& hdu) {
 
  logger.info("  Reading records...");
 
 
  /* Read a single record */
 
  const auto intRecord = hdu.header().parse<int>("INT");
 
  // Records can be sliced as their value for immediate use:
  const int intValue = hdu.header().parse<int>("INT");
 
  /* Read several records */
 
  const auto someRecords = hdu.header().parseSeq(
      Fits::Named<std::string>("STRING"),
      Fits::Named<int>("INT"),
      Fits::Named<float>("FLOAT"),
      Fits::Named<std::complex<double>>("COMPLEX"));
  const auto& thirdRecord = std::get<2>(someRecords);
 
  /* Read as VariantValue */
 
  const auto variantRecords = hdu.header().parseSeq<>({ "INT", "COMPLEX" });
  const auto complexRecord = variantRecords.as<std::complex<double>>("COMPLEX");
 
  /* Read as a user-defined structure */
 
  const auto tutoRecords = hdu.header().parseStruct<TutoRecords>(
      Fits::Named<std::string>("STRING"),
      Fits::Named<int>("INT"),
      Fits::Named<float>("FLOAT"),
      Fits::Named<std::complex<double>>("COMPLEX"));
  const auto& stringRecord = tutoRecords.stringRecord;
 
 
  logger.info() << "    " << intRecord.keyword << " = " << intRecord.value << " " << intRecord.unit;
  logger.info() << "    INT value: " << intValue;
  logger.info() << "    " << thirdRecord.keyword << " = " << thirdRecord.value << " " << thirdRecord.unit;
  logger.info() << "    " << complexRecord.keyword << " = " << complexRecord.value.real() << " + "
                << complexRecord.value.imag() << "j " << complexRecord.unit;
  logger.info() << "    " << stringRecord.keyword << " = " << stringRecord.value << " " << stringRecord.unit;
}
 
void readRaster(const Fits::ImageHdu& hdu) {
 
  logger.info("  Reading a raster...");
 
 
  const auto image = hdu.raster().read<std::int16_t, 2>();
 
  const auto& firstPixel = image[{ 0, 0 }];
  const auto& lastPixel = image.at({ -1, -1 });
  // `operator[]` performs no bound checking, while `at` does and enables backward indexing.
 
 
  logger.info() << "    First pixel: " << firstPixel;
  logger.info() << "    Last pixel: " << lastPixel;
}
 
void readColumns(const Fits::BintableHdu& hdu) {
 
  logger.info("  Reading columns...");
 
 
  /* Read a single column */
 
  const auto vectorColumn = hdu.readColumn<double>("VECTOR");
 
  /* Read several columns by their name */
 
  const auto byName = hdu.columns().readSeq(Fits::Named<std::string>("STRING"), Fits::Named<std::int32_t>("INT32"));
  const auto& stringColumn = std::get<0>(byName);
 
  /* Read several columns by their index */
 
  const auto byIndex = hdu.columns().readSeq(Fits::Indexed<std::string>(0), Fits::Indexed<std::int32_t>(1));
  const auto& intColumn = std::get<1>(byIndex);
 
  /* Use values */
 
  const auto& firstString = stringColumn(0);
  const auto& firstInt = intColumn(0);
  const auto& lastFloat = vectorColumn.at(-1, -1);
  // There is no operator[]() for columns, because vector columns require 2 indices (row and repeat).
  // operator()() performs no bound checking, while at() does and enables backward indexing.
 
 
  logger.info() << "    First string: " << firstString;
  logger.info() << "    First int: " << firstInt;
  logger.info() << "    Last float: " << lastFloat;
}
 
// PROGRAM //
 
class EleFitsTutorial : public Elements::Program {
 
public:
  std::pair<OptionsDescription, PositionalOptionsDescription> defineProgramArguments() override {
    auto options = Fits::ProgramOptions::fromAuxFile("Tutorial.txt");
    options.positional("output", value<std::string>()->default_value("/tmp/tuto.fits"), "Output file");
    return options.asPair();
  }
 
  Elements::ExitCode mainMethod(std::map<std::string, variable_value>& args) override {
 
    const auto filename = args["output"].as<std::string>();
 
    logger.info() << "---";
    logger.info() << "Hello, EleFits " << Fits::version() << "!";
    logger.info() << "---";
 
    writeMefFile(filename);
 
    logger.info() << "---";
 
    readMefFile(filename);
 
    logger.info() << "---";
    logger.info() << "The end!";
    logger.info() << "---";
 
    return Elements::ExitCode::OK;
  }
};
 
MAIN_FOR(EleFitsTutorial)