mapnik/test/standalone/csv_test.cpp

#define CATCH_CONFIG_MAIN
#include "catch.hpp"

#include <mapnik/map.hpp>
#include <mapnik/datasource.hpp>
#include <mapnik/datasource_cache.hpp>
#include <mapnik/geometry.hpp>
#include <mapnik/geometry_types.hpp>
#include <mapnik/geometry_type.hpp>
#include <mapnik/expression.hpp>
#include <mapnik/expression_evaluator.hpp>
#include <mapnik/debug.hpp>

#include <boost/filesystem.hpp>
#include <boost/range/iterator_range_core.hpp>
#include <boost/format.hpp>
#include <boost/optional/optional_io.hpp>

#include <iostream>

namespace bfs = boost::filesystem;

namespace {
void add_csv_files(bfs::path dir, std::vector<bfs::path> &csv_files) {
  for (auto const &entry : boost::make_iterator_range(
         bfs::directory_iterator(dir), bfs::directory_iterator())) {
    auto path = entry.path();
    if (path.extension().native() == ".csv") {
      csv_files.emplace_back(path);
    }
  }
}

mapnik::datasource_ptr get_csv_ds(std::string const &file_name, bool strict = true) {
  mapnik::parameters params;
  params["type"] = std::string("csv");
  params["file"] = file_name;
  params["strict"] = mapnik::value_bool(strict);
  auto ds = mapnik::datasource_cache::instance().create(params);
  // require a non-null pointer returned
  REQUIRE(bool(ds));
  return ds;
}

void require_field_names(std::vector<mapnik::attribute_descriptor> const &fields,
                         std::initializer_list<std::string> const &names) {
  REQUIRE(fields.size() == names.size());
  auto itr_a = fields.begin();
  auto const end_a = fields.end();
  auto itr_b = names.begin();
  for (; itr_a != end_a; ++itr_a, ++itr_b) {
    CHECK(itr_a->get_name() == *itr_b);
  }
}

void require_field_types(std::vector<mapnik::attribute_descriptor> const &fields,
                         std::initializer_list<mapnik::eAttributeType> const &types) {
  REQUIRE(fields.size() == types.size());
  auto itr_a = fields.begin();
  auto const end_a = fields.end();
  auto itr_b = types.begin();
  for (; itr_a != end_a; ++itr_a, ++itr_b) {
    CHECK(itr_a->get_type() == *itr_b);
  }
}

mapnik::featureset_ptr all_features(mapnik::datasource_ptr ds) {
  auto fields = ds->get_descriptor().get_descriptors();
  mapnik::query query(ds->envelope());
  for (auto const &field : fields) {
    query.add_property_name(field.get_name());
  }
  return ds->features(query);
}

std::size_t count_features(mapnik::featureset_ptr features) {
  std::size_t count = 0;
  while (features->next()) {
    ++count;
  }
  return count;
}

using attr = std::tuple<std::string, mapnik::value>;
void require_attributes(mapnik::feature_ptr feature,
                        std::initializer_list<attr> const &attrs) {
  REQUIRE(bool(feature));
  for (auto const &kv : attrs) {
    REQUIRE(feature->has_key(std::get<0>(kv)));
    CHECK(feature->get(std::get<0>(kv)) == std::get<1>(kv));
  }
}

namespace detail {
struct feature_count {
  template <typename T>
  std::size_t operator()(T const &geom) const {
    return mapnik::util::apply_visitor(*this, geom);
  }

  std::size_t operator()(mapnik::geometry::geometry_empty const &) const {
    return 0;
  }

  template <typename T>
  std::size_t operator()(mapnik::geometry::point<T> const &) const {
    return 1;
  }

  template <typename T>
  std::size_t operator()(mapnik::geometry::line_string<T> const &) const {
    return 1;
  }

  template <typename T>
  std::size_t operator()(mapnik::geometry::polygon<T> const &) const {
    return 1;
  }

  template <typename T>
  std::size_t operator()(mapnik::geometry::multi_point<T> const &mp) const {
    return mp.size();
  }

  template <typename T>
  std::size_t operator()(mapnik::geometry::multi_line_string<T> const &mls) const {
    return mls.size();
  }

  template <typename T>
  std::size_t operator()(mapnik::geometry::multi_polygon<T> const &mp) const {
    return mp.size();
  }

  template <typename T>
  std::size_t operator()(mapnik::geometry::geometry_collection<T> const &col) const {
    std::size_t sum = 0;
    for (auto const &geom : col) {
      sum += operator()(geom);
    }
    return sum;
  }
};
} // namespace detail

template <typename T>
std::size_t feature_count(mapnik::geometry::geometry<T> const &g) {
  return detail::feature_count()(g);
}

void require_geometry(mapnik::feature_ptr feature,
                      std::size_t num_parts,
                      mapnik::geometry::geometry_types type) {
  REQUIRE(bool(feature));
  CHECK(mapnik::geometry::geometry_type(feature->get_geometry()) == type);
  CHECK(feature_count(feature->get_geometry()) == num_parts);
}
} // anonymous namespace

const bool registered = mapnik::datasource_cache::instance().register_datasources("./plugins/input/");

TEST_CASE("csv") {
  REQUIRE(registered);

  // make the tests silent since we intentially test error conditions that are noisy
  auto const severity = mapnik::logger::instance().get_severity();
  mapnik::logger::instance().set_severity(mapnik::logger::none);

  // check the CSV datasource is loaded
  const std::vector<std::string> plugin_names =
    mapnik::datasource_cache::instance().plugin_names();
  const bool have_csv_plugin =
    std::find(plugin_names.begin(), plugin_names.end(), "csv") != plugin_names.end();

  SECTION("broken files") {
    if (have_csv_plugin) {
      std::vector<bfs::path> broken;
      add_csv_files("test/data/csv/fails", broken);
      add_csv_files("test/data/csv/warns", broken);
      broken.emplace_back("test/data/csv/fails/does_not_exist.csv");

      for (auto const &path : broken) {
        REQUIRE_THROWS(get_csv_ds(path.native()));
      }
    }
  } // END SECTION

  SECTION("good files") {
    if (have_csv_plugin) {
      std::vector<bfs::path> good;
      add_csv_files("test/data/csv", good);
      add_csv_files("test/data/csv/warns", good);

      for (auto const &path : good) {
        auto ds = get_csv_ds(path.native(), false);
        // require a non-null pointer returned
        REQUIRE(bool(ds));
      }
    }
  } // END SECTION

  SECTION("lon/lat detection") {
    for (auto const &lon_name : {std::string("lon"), std::string("lng")}) {
      auto ds = get_csv_ds((boost::format("test/data/csv/%1%_lat.csv") % lon_name).str());
      auto fields = ds->get_descriptor().get_descriptors();
      require_field_names(fields, {lon_name, "lat"});
      require_field_types(fields, {mapnik::Integer, mapnik::Integer});

      CHECK(ds->get_geometry_type() == mapnik::datasource_geometry_t::Point);

      mapnik::query query(ds->envelope());
      for (auto const &field : fields) {
        query.add_property_name(field.get_name());
      }
      auto features = ds->features(query);
      auto feature = features->next();

      require_attributes(feature, {
          attr { lon_name, mapnik::value_integer(0) },
          attr { "lat", mapnik::value_integer(0) }
        });
    }
  } // END SECTION

  SECTION("type detection") {
    auto ds = get_csv_ds("test/data/csv/nypd.csv");
    auto fields = ds->get_descriptor().get_descriptors();
    require_field_names(fields, {"Precinct", "Phone", "Address", "City", "geo_longitude", "geo_latitude", "geo_accuracy"});
    require_field_types(fields, {mapnik::String, mapnik::String, mapnik::String, mapnik::String, mapnik::Double, mapnik::Double, mapnik::String});

    CHECK(ds->get_geometry_type() == mapnik::datasource_geometry_t::Point);
    CHECK(count_features(all_features(ds)) == 2);

    auto feature = all_features(ds)->next();
    require_attributes(feature, {
          attr { "City", mapnik::value_unicode_string("New York, NY") }
        , attr { "geo_accuracy", mapnik::value_unicode_string("house") }
        , attr { "Phone", mapnik::value_unicode_string("(212) 334-0711") }
        , attr { "Address", mapnik::value_unicode_string("19 Elizabeth Street") }
        , attr { "Precinct", mapnik::value_unicode_string("5th Precinct") }
        , attr { "geo_longitude", mapnik::value_integer(-70) }
        , attr { "geo_latitude", mapnik::value_integer(40) }
      });
  } // END SECTION

  SECTION("skipping blank rows") {
    auto ds = get_csv_ds("test/data/csv/blank_rows.csv");
    auto fields = ds->get_descriptor().get_descriptors();
    require_field_names(fields, {"x", "y", "name"});
    require_field_types(fields, {mapnik::Integer, mapnik::Integer, mapnik::String});

    CHECK(ds->get_geometry_type() == mapnik::datasource_geometry_t::Point);
    CHECK(count_features(all_features(ds)) == 2);
  } // END SECTION

  SECTION("empty rows") {
    auto ds = get_csv_ds("test/data/csv/empty_rows.csv");
    auto fields = ds->get_descriptor().get_descriptors();
    require_field_names(fields, {"x", "y", "text", "date", "integer", "boolean", "float", "time", "datetime", "empty_column"});
    require_field_types(fields, {mapnik::Integer, mapnik::Integer, mapnik::String, mapnik::String, mapnik::Integer, mapnik::Boolean, mapnik::Double, mapnik::String, mapnik::String, mapnik::String});

    CHECK(ds->get_geometry_type() == mapnik::datasource_geometry_t::Point);
    CHECK(count_features(all_features(ds)) == 4);

    auto featureset = all_features(ds);
    auto feature = featureset->next();
    require_attributes(feature, {
          attr { "x", mapnik::value_integer(0) }
        , attr { "empty_column", mapnik::value_unicode_string("") }
        , attr { "text", mapnik::value_unicode_string("a b") }
        , attr { "float", mapnik::value_double(1.0) }
        , attr { "datetime", mapnik::value_unicode_string("1971-01-01T04:14:00") }
        , attr { "y", mapnik::value_integer(0) }
        , attr { "boolean", mapnik::value_bool(true) }
        , attr { "time", mapnik::value_unicode_string("04:14:00") }
        , attr { "date", mapnik::value_unicode_string("1971-01-01") }
        , attr { "integer", mapnik::value_integer(40) }
      });

    while (bool(feature = featureset->next())) {
      CHECK(feature->size() == 10);
      CHECK(feature->get("empty_column") == mapnik::value_unicode_string(""));
    }
  } // END SECTION

  SECTION("slashes") {
    auto ds = get_csv_ds("test/data/csv/has_attributes_with_slashes.csv");
    auto fields = ds->get_descriptor().get_descriptors();
    require_field_names(fields, {"x", "y", "name"});
    // NOTE: y column is integer, even though a double value is used below in the test?
    require_field_types(fields, {mapnik::Integer, mapnik::Integer, mapnik::String});
    
    auto featureset = all_features(ds);
    require_attributes(featureset->next(), {
          attr{"x", 0}
        , attr{"y", 0}
        , attr{"name", mapnik::value_unicode_string("a/a") } });
    require_attributes(featureset->next(), {
          attr{"x", 1}
        , attr{"y", 4}
        , attr{"name", mapnik::value_unicode_string("b/b") } });
    require_attributes(featureset->next(), {
          attr{"x", 10}
        , attr{"y", 2.5}
        , attr{"name", mapnik::value_unicode_string("c/c") } });
  } // END SECTION

  SECTION("wkt field") {
    using mapnik::geometry::geometry_types;

    auto ds = get_csv_ds("test/data/csv/wkt.csv");
    auto fields = ds->get_descriptor().get_descriptors();
    require_field_names(fields, {"type"});
    require_field_types(fields, {mapnik::String});
    
    auto featureset = all_features(ds);
    require_geometry(featureset->next(), 1, geometry_types::Point);
    require_geometry(featureset->next(), 1, geometry_types::LineString);
    require_geometry(featureset->next(), 1, geometry_types::Polygon);
    require_geometry(featureset->next(), 1, geometry_types::Polygon);
    require_geometry(featureset->next(), 4, geometry_types::MultiPoint);
    require_geometry(featureset->next(), 2, geometry_types::MultiLineString);
    require_geometry(featureset->next(), 2, geometry_types::MultiPolygon);
    require_geometry(featureset->next(), 2, geometry_types::MultiPolygon);
  } // END SECTION

  SECTION("handling of missing header") {
    // TODO: does this mean 'missing_header.csv' should be in the warnings
    // subdirectory, since it doesn't work in strict mode?
    auto ds = get_csv_ds("test/data/csv/missing_header.csv", false);
    auto fields = ds->get_descriptor().get_descriptors();
    require_field_names(fields, {"one", "two", "x", "y", "_4", "aftermissing"});
    auto feature = all_features(ds)->next();
    REQUIRE(feature);
    REQUIRE(feature->has_key("_4"));
    CHECK(feature->get("_4") == mapnik::value_unicode_string("missing"));
  } // END SECTION

  SECTION("handling of headers that are numbers") {
    auto ds = get_csv_ds("test/data/csv/numbers_for_headers.csv");
    auto fields = ds->get_descriptor().get_descriptors();
    require_field_names(fields, {"x", "y", "1990", "1991", "1992"});
    auto feature = all_features(ds)->next();
    require_attributes(feature, {
          attr{"x", 0}
        , attr{"y", 0}
        , attr{"1990", 1}
        , attr{"1991", 2}
        , attr{"1992", 3}
      });
    auto expression = mapnik::parse_expression("[1991]=2");
    REQUIRE(bool(expression));
    auto value = mapnik::util::apply_visitor(
      mapnik::evaluate<mapnik::feature_impl, mapnik::value_type, mapnik::attributes>(
        *feature, mapnik::attributes()), *expression);
    CHECK(value == true);
  } // END SECTION

  SECTION("quoted numbers") {
    using ustring = mapnik::value_unicode_string;

    auto ds = get_csv_ds("test/data/csv/quoted_numbers.csv");
    auto fields = ds->get_descriptor().get_descriptors();
    require_field_names(fields, {"x", "y", "label"});
    auto featureset = all_features(ds);

    require_attributes(featureset->next(), {
        attr{"x", 0}, attr{"y", 0}, attr{"label", ustring("0,0") } });
    require_attributes(featureset->next(), {
        attr{"x", 5}, attr{"y", 5}, attr{"label", ustring("5,5") } });
    require_attributes(featureset->next(), {
        attr{"x", 0}, attr{"y", 5}, attr{"label", ustring("0,5") } });
    require_attributes(featureset->next(), {
        attr{"x", 5}, attr{"y", 0}, attr{"label", ustring("5,0") } });
    require_attributes(featureset->next(), {
        attr{"x", 2.5}, attr{"y", 2.5}, attr{"label", ustring("2.5,2.5") } });

  } // END SECTION

  SECTION("reading newlines") {
    for (auto const &platform : {std::string("windows"), std::string("mac")}) {
      std::string file_name = (boost::format("test/data/csv/%1%_newlines.csv") % platform).str();
      auto ds = get_csv_ds(file_name);
      auto fields = ds->get_descriptor().get_descriptors();
      require_field_names(fields, {"x", "y", "z"});
      require_attributes(all_features(ds)->next(), {
          attr{"x", 1}, attr{"y", 10}, attr{"z", 9999.9999} });
    }
  } // END SECTION

  SECTION("mixed newlines") {
    using ustring = mapnik::value_unicode_string;

    for (auto const &file : {
            std::string("test/data/csv/mac_newlines_with_unix_inline.csv")
          , std::string("test/data/csv/mac_newlines_with_unix_inline_escaped.csv")
          , std::string("test/data/csv/windows_newlines_with_unix_inline.csv")
          , std::string("test/data/csv/windows_newlines_with_unix_inline_escaped.csv")
          }) {
      auto ds = get_csv_ds(file);
      auto fields = ds->get_descriptor().get_descriptors();
      require_field_names(fields, {"x", "y", "line"});
      require_attributes(all_features(ds)->next(), {
            attr{"x", 0}, attr{"y", 0}
          , attr{"line", ustring("many\n  lines\n  of text\n  with unix newlines")} });
    }
  } // END SECTION

  SECTION("tabs") {
    auto ds = get_csv_ds("test/data/csv/tabs_in_csv.csv");
    auto fields = ds->get_descriptor().get_descriptors();
    require_field_names(fields, {"x", "y", "z"});
    require_attributes(all_features(ds)->next(), {
        attr{"x", -122}, attr{"y", 48}, attr{"z", 0} });
  } // END SECTION

  SECTION("separators") {
    using ustring = mapnik::value_unicode_string;

    for (auto const &file : {
            std::string("test/data/csv/pipe_delimiters.csv")
          , std::string("test/data/csv/semicolon_delimiters.csv")
              }) {
      auto ds = get_csv_ds(file);
      auto fields = ds->get_descriptor().get_descriptors();
      require_field_names(fields, {"x", "y", "z"});
      require_attributes(all_features(ds)->next(), {
          attr{"x", 0}, attr{"y", 0}, attr{"z", ustring("hello")} });
    }
  } // END SECTION

  SECTION("null and bool keywords are empty strings") {
    using ustring = mapnik::value_unicode_string;

    auto ds = get_csv_ds("test/data/csv/nulls_and_booleans_as_strings.csv");
    auto fields = ds->get_descriptor().get_descriptors();
    require_field_names(fields, {"x", "y", "null", "boolean"});
    require_field_types(fields, {mapnik::Integer, mapnik::Integer, mapnik::String, mapnik::Boolean});

    auto featureset = all_features(ds);
    require_attributes(featureset->next(), {
        attr{"x", 0}, attr{"y", 0}, attr{"null", ustring("null")}, attr{"boolean", true}});
    require_attributes(featureset->next(), {
        attr{"x", 0}, attr{"y", 0}, attr{"null", ustring("")}, attr{"boolean", false}});
  } // END SECTION

  SECTION("nonexistent query fields throw") {
    auto ds = get_csv_ds("test/data/csv/lon_lat.csv");
    auto fields = ds->get_descriptor().get_descriptors();
    require_field_names(fields, {"lon", "lat"});
    require_field_types(fields, {mapnik::Integer, mapnik::Integer});

    mapnik::query query(ds->envelope());
    for (auto const &field : fields) {
      query.add_property_name(field.get_name());
    }
    // also add an invalid one, triggering throw
    query.add_property_name("bogus");

    REQUIRE_THROWS(ds->features(query));
  } // END SECTION

  SECTION("leading zeros mean strings") {
    using ustring = mapnik::value_unicode_string;

    auto ds = get_csv_ds("test/data/csv/leading_zeros.csv");
    auto fields = ds->get_descriptor().get_descriptors();
    require_field_names(fields, {"x", "y", "fips"});
    require_field_types(fields, {mapnik::Integer, mapnik::Integer, mapnik::String});

    auto featureset = all_features(ds);
    require_attributes(featureset->next(), {
        attr{"x", 0}, attr{"y", 0}, attr{"fips", ustring("001")}});
    require_attributes(featureset->next(), {
        attr{"x", 0}, attr{"y", 0}, attr{"fips", ustring("003")}});
    require_attributes(featureset->next(), {
        attr{"x", 0}, attr{"y", 0}, attr{"fips", ustring("005")}});
  } // END SECTION

  SECTION("advanced geometry detection") {
    using row = std::pair<std::string, mapnik::datasource_geometry_t>;

    for (row r : {
          row{"point", mapnik::datasource_geometry_t::Point}
        , row{"poly", mapnik::datasource_geometry_t::Polygon}
        , row{"multi_poly", mapnik::datasource_geometry_t::Polygon}
        , row{"line", mapnik::datasource_geometry_t::LineString}
      }) {
      std::string file_name = (boost::format("test/data/csv/%1%_wkt.csv") % r.first).str();
      auto ds = get_csv_ds(file_name);
      CHECK(ds->get_geometry_type() == r.second);
    }
  } // END SECTION

  SECTION("creation of CSV from in-memory strings") {
    using ustring = mapnik::value_unicode_string;

    for (auto const &name : {std::string("Winthrop, WA"), std::string(u8"Qu\u00e9bec")}) {
      std::string csv_string =
        (boost::format(
          "wkt,Name\n"
          "\"POINT (120.15 48.47)\",\"%1%\"\n"
          ) % name).str();

      mapnik::parameters params;
      params["type"] = std::string("csv");
      params["inline"] = csv_string;
      auto ds = mapnik::datasource_cache::instance().create(params);
      REQUIRE(bool(ds));

      auto feature = all_features(ds)->next();
      REQUIRE(bool(feature));
      REQUIRE(feature->has_key("Name"));
      CHECK(feature->get("Name") == ustring(name.c_str()));
    }
  } // END SECTION

  SECTION("geojson quoting") {
    using mapnik::geometry::geometry_types;

    for (auto const &file : {
            std::string("test/data/csv/geojson_double_quote_escape.csv")
          , std::string("test/data/csv/geojson_single_quote.csv")
          , std::string("test/data/csv/geojson_2x_double_quote_filebakery_style.csv")
              }) {
      auto ds = get_csv_ds(file);
      auto fields = ds->get_descriptor().get_descriptors();
      require_field_names(fields, {"type"});
      require_field_types(fields, {mapnik::String});
    
      auto featureset = all_features(ds);
      require_geometry(featureset->next(), 1, geometry_types::Point);
      require_geometry(featureset->next(), 1, geometry_types::LineString);
      require_geometry(featureset->next(), 1, geometry_types::Polygon);
      require_geometry(featureset->next(), 1, geometry_types::Polygon);
      require_geometry(featureset->next(), 4, geometry_types::MultiPoint);
      require_geometry(featureset->next(), 2, geometry_types::MultiLineString);
      require_geometry(featureset->next(), 2, geometry_types::MultiPolygon);
      require_geometry(featureset->next(), 2, geometry_types::MultiPolygon);
    }
  } // END SECTION

  SECTION("blank undelimited rows are still parsed") {
    using ustring = mapnik::value_unicode_string;

    // TODO: does this mean this CSV file should be in the warnings
    // subdirectory, since it doesn't work in strict mode?
    auto ds = get_csv_ds("test/data/csv/more_headers_than_column_values.csv", false);
    auto fields = ds->get_descriptor().get_descriptors();
    require_field_names(fields, {"x", "y", "one", "two", "three"});
    require_field_types(fields, {mapnik::Integer, mapnik::Integer, mapnik::String, mapnik::String, mapnik::String});

    require_attributes(all_features(ds)->next(), {
        attr{"x", 0}, attr{"y", 0}, attr{"one", ustring("")}, attr{"two", ustring("")}, attr{"three", ustring("")} });
  } // END SECTION

  SECTION("fewer headers than rows throws") {
    REQUIRE_THROWS(get_csv_ds("test/data/csv/more_column_values_than_headers.csv"));
  } // END SECTION

  SECTION("feature ID only incremented for valid rows") {
    auto ds = get_csv_ds("test/data/csv/warns/feature_id_counting.csv", false);
    auto fs = all_features(ds);

    // first
    auto feature = fs->next();
    REQUIRE(bool(feature));
    CHECK(feature->id() == 1);

    // second, should have skipped bogus one
    feature = fs->next();
    REQUIRE(bool(feature));
    CHECK(feature->id() == 2);

    feature = fs->next();
    CHECK(!feature);
  } // END SECTION

  SECTION("dynamically defining headers") {
    using ustring = mapnik::value_unicode_string;
    using row = std::pair<std::string, std::size_t>;

    for (auto const &r : {
          row{"test/data/csv/fails/needs_headers_two_lines.csv", 2}
        , row{"test/data/csv/fails/needs_headers_one_line.csv", 1}
        , row{"test/data/csv/fails/needs_headers_one_line_no_newline.csv", 1}
      }) {
      mapnik::parameters params;
      params["type"] = std::string("csv");
      params["file"] = r.first;
      params["headers"] = "x,y,name";
      auto ds = mapnik::datasource_cache::instance().create(params);
      REQUIRE(bool(ds));

      auto fields = ds->get_descriptor().get_descriptors();
      require_field_names(fields, {"x", "y", "name"});
      require_field_types(fields, {mapnik::Integer, mapnik::Integer, mapnik::String});
      require_attributes(all_features(ds)->next(), {
          attr{"x", 0}, attr{"y", 0}, attr{"name", ustring("data_name")} });
      REQUIRE(count_features(all_features(ds)) == r.second);
    }
  } // END SECTION

#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wlong-long"
  SECTION("64bit int fields work") {
    auto ds = get_csv_ds("test/data/csv/64bit_int.csv");
    auto fields = ds->get_descriptor().get_descriptors();
    require_field_names(fields, {"x", "y", "bigint"});
    require_field_types(fields, {mapnik::Integer, mapnik::Integer, mapnik::Integer});

    auto fs = all_features(ds);
    auto feature = fs->next();
    require_attributes(feature, {
        attr{"x", 0}, attr{"y", 0}, attr{"bigint", 2147483648} });

    feature = fs->next();
    require_attributes(feature, {
        attr{"x", 0}, attr{"y", 0}, attr{"bigint", 9223372036854775807ll} });
    require_attributes(feature, {
        attr{"x", 0}, attr{"y", 0}, attr{"bigint", 0x7FFFFFFFFFFFFFFFll} });
  } // END SECTION
#pragma GCC diagnostic pop

  SECTION("various number types") {
    auto ds = get_csv_ds("test/data/csv/number_types.csv");
    auto fields = ds->get_descriptor().get_descriptors();
    require_field_names(fields, {"x", "y", "floats"});
    require_field_types(fields, {mapnik::Integer, mapnik::Integer, mapnik::Double});

    auto fs = all_features(ds);
    for (double d : { .0, +.0, 1e-06, -1e-06, 0.000001, 1.234e+16, 1.234e+16 }) {
      auto feature = fs->next();
      REQUIRE(bool(feature));
      CHECK(feature->get("floats").get<mapnik::value_double>() == Approx(d));
    }
  } // END SECTION

  SECTION("manually supplied extent") {
    std::string csv_string("wkt,Name\n");
    mapnik::parameters params;
    params["type"] = std::string("csv");
    params["inline"] = csv_string;
    params["extent"] = "-180,-90,180,90";
    auto ds = mapnik::datasource_cache::instance().create(params);
    REQUIRE(bool(ds));

    auto box = ds->envelope();
    CHECK(box.minx() == -180);
    CHECK(box.miny() ==  -90);
    CHECK(box.maxx() ==  180);
    CHECK(box.maxy() ==   90);
  } // END SECTION

  SECTION("inline geojson") {
    std::string csv_string = "geojson\n'{\"coordinates\":[-92.22568,38.59553],\"type\":\"Point\"}'";
    mapnik::parameters params;
    params["type"] = std::string("csv");
    params["inline"] = csv_string;
    auto ds = mapnik::datasource_cache::instance().create(params);
    REQUIRE(bool(ds));

    auto fields = ds->get_descriptor().get_descriptors();
    require_field_names(fields, {});

    // TODO: this originally had the following comment:
    //   - re-enable after https://github.com/mapnik/mapnik/issues/2319 is fixed
    // but that seems to have been merged and tested separately?
    auto fs = all_features(ds);
    auto feat = fs->next();
    CHECK(feature_count(feat->get_geometry()) == 1);
  } // END SECTION

  mapnik::logger::instance().set_severity(severity);
} // END TEST CASE