Esempio n. 1
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def get_mmap(name='CHINA', **kwargs):
    """Get magics map background.
    
    Args:
        name (str, optional): map region name. Defaults to 'China'.
    """

    if name.upper == 'CHINA':
        area = magics.mmap(
            subpage_map_projection="cylindrical",
            subpage_lower_left_longitude=73.6667,
            subpage_lower_left_latitude=3.86667,
            subpage_upper_right_longitude=135.042,
            subpage_upper_right_latitude=53.5500, **kwargs)
    elif name.upper == 'CHINA_LAND':
        area = magics.mmap(
            subpage_map_projection="cylindrical",
            subpage_lower_left_longitude=73.,
            subpage_lower_left_latitude=18.,
            subpage_upper_right_longitude=136.,
            subpage_upper_right_latitude=54., **kwargs)
    else:
        area = None

    return area
Esempio n. 2
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def xyplot(x, y, title="", where=None):
    #Setting the cartesian view
    projection = macro.mmap(
        subpage_map_projection='cartesian',
        subpage_x_automatic='on',
        subpage_y_automatic='on',
    )
    #Vertical axis
    vertical = macro.maxis(axis_orientation="vertical",
                           axis_grid="on",
                           axis_grid_colour="grey",
                           axis_grid_thickness=1,
                           axis_grid_line_style="dot")

    #Horizontal axis
    horizontal = macro.maxis(axis_orientation="horizontal",
                             axis_grid="on",
                             axis_grid_colour="grey",
                             axis_grid_thickness=1,
                             axis_grid_line_style="dot")
    x[0] = x[0] * 1.
    input = macro.minput(input_x_values=x, input_y_values=y)
    graph = macro.mgraph(graph_line_colour="navy", graph_line_thickness=2)

    input = macro.minput(input_x_values=x, input_y_values=y)
    text = macro.mtext(text_lines=[title])
    if where:
        where.clear_output()
        with where:
            display(
                macro.plot(projection, vertical, horizontal, input, graph,
                           text))
    else:
        return macro.plot(projection, vertical, horizontal, input, graph, text)
Esempio n. 3
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    def test_issue83(self):
        with tempfile.TemporaryDirectory() as workdir:
            renderer = Renderer(workdir)
            with renderer.override_env():
                from Magics import macro
                import Magics
                output = macro.output(output_formats=['png'],
                                      output_name=os.path.join(
                                          workdir, "issue83"))
                parts = []
                parts.append(
                    macro.mmap(
                        **{
                            'subpage_map_projection': 'mercator',
                            'subpage_lower_left_longitude': 5.1,
                            'subpage_lower_left_latitude': 43.0,
                            'subpage_upper_right_longitude': 15.0,
                            'subpage_upper_right_latitude': 47.5,
                            'subpage_map_vertical_longitude': 10.3,
                        }))
                parts.append(
                    macro.msymb(
                        **{
                            'symbol_type': 'marker',
                            'symbol_marker_index': 15,
                            'legend': 'off',
                            'symbol_colour': 'black',
                            'symbol_height': 0.28
                        }))

                has_issue83 = False
                try:
                    macro.plot(output, *parts)
                except Magics.Magics.MagicsError as e:
                    if "ProjP: cannot create crs to crs" in str(e):
                        has_issue83 = True
                    else:
                        raise

                if has_issue83:
                    self.fail(
                        "this system seems to have trouble locating proj.db. See"
                        " https://github.com/ARPA-SIMC/arkimaps/issues/83 or"
                        " https://www.enricozini.org/blog/2021/debian/an-educational-debugging-session/"
                        " for details, and set PROJ_LIB=/usr/share/proj (or the"
                        " equivalent path in your system) as a workaround")
Esempio n. 4
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def plot_to_file(field,
                 file,
                 size=10.,
                 projection=None,
                 contour=None,
                 grid=True,
                 title=True,
                 title_text='Title',
                 width=400,
                 ratio=1.0,
                 area=None,
                 metadata=None,
                 text_format='(automatic)',
                 position=0,
                 format=None,
                 preproc=None,
                 legend=False,
                 boxes=[]):

    plottable = as_plottable(field, position, metadata, preproc)
    if isinstance(plottable, list):
        _, in_file_area, metadata, what = plottable[0]
        grib = [g[0] for g in plottable]
    else:
        grib, in_file_area, metadata, what = plottable

    # print("XXXX PLOT", what, "metadata =>", metadata,
    #       "contour => ", contour,
    #       "area =>", area)

    if projection is None:
        if area is None:
            area = in_file_area

        if area:
            n, w, s, e = area
            projection = macro.mmap(subpage_upper_right_longitude=float(e),
                                    subpage_upper_right_latitude=float(n),
                                    subpage_lower_left_latitude=float(s),
                                    subpage_lower_left_longitude=float(w),
                                    subpage_map_projection='cylindrical')
        else:
            projection = macro.mmap(subpage_map_projection='cylindrical')

    if isinstance(projection, str):
        projection = PROJECTIONS[projection]

    contour = make_contour(contour, legend)

    if isinstance(grib, list) and not isinstance(contour, list):
        contour = [contour] * len(grib)

    base, ext = os.path.splitext(file)
    if format is None:
        format = ext[1:]
    output = macro.output(output_formats=[format],
                          output_name_first_page_number='off',
                          page_x_length=float(size),
                          page_y_length=float(size) * ratio,
                          super_page_x_length=float(size),
                          super_page_y_length=float(size) * ratio,
                          subpage_x_length=float(size),
                          subpage_y_length=float(size) * ratio,
                          subpage_x_position=0.,
                          subpage_y_position=0.,
                          output_width=width,
                          page_frame='on',
                          page_id_line='off',
                          output_name=base)

    foreground = macro.mcoast(map_grid=ONOFF[grid], map_label='off')

    background = macro.mcoast(map_grid=ONOFF[grid],
                              map_grid_colour='tan',
                              map_label='off',
                              map_coastline_land_shade='on',
                              map_coastline_land_shade_colour='cream',
                              map_coastline_colour='tan')
    data = []
    data.append(background)

    if isinstance(grib, list):
        for g, c in zip(grib, contour):
            data.append(g)
            data.append(c)
    else:
        data.append(grib)
        data.append(contour)

    data.append(foreground)

    bb = float(len(boxes) + 1)
    for i, b in enumerate(boxes):
        inc = 0.1
        n, w, s, e = b
        a = np.ones(((e - w + inc) / inc - 2, ((n - s + inc) / inc) - 2))
        a = np.pad(a, 1, 'constant', constant_values=0)

        b = macro.minput(input_field=a,
                         input_field_initial_latitude=float(n),
                         input_field_latitude_step=-float(inc),
                         input_field_initial_longitude=float(w),
                         input_field_longitude_step=float(inc),
                         input_metadata={})
        data.append(b)
        # print a.shape

        d = "rgba(1,0,0,%g)" % (i / bb)

        c = macro.mcont(
            contour="off",
            contour_shade="on",
            contour_shade_method="area_fill",
            contour_shade_max_level_colour=d,
            contour_shade_min_level_colour=d,
        )

        data.append(c)

    if title:
        data.append(macro.mtext())

    if legend:
        width = 1000
        height = 200
        width_cm = float(width) / 40.
        height_cm = float(height) / 40.
        output = macro.output(
            output_formats=[format],
            output_name_first_page_number='off',
            # output_cairo_transparent_background='on',
            output_width=width,
            super_page_x_length=width_cm,
            super_page_y_length=height_cm,
            output_name=base,
            subpage_frame=False,
            page_frame=False,
            page_id_line=False)

        leg = macro.mlegend(legend_title="on",
                            legend_title_font_size=1.1,
                            legend_display_type="continuous",
                            legend_title_text=title_text,
                            legend_text_colour="charcoal",
                            legend_box_mode="positional",
                            legend_text_format=text_format,
                            legend_box_x_position=0.00,
                            legend_box_y_position=0.00,
                            legend_box_x_length=width_cm,
                            legend_box_y_length=height_cm,
                            legend_box_blanking="on",
                            legend_text_font_size="15%",
                            legend_border=False,
                            legend_border_colour="rgb(0.18,0.18,0.62)")

        with LOCK:
            # print(output, data[1], data[2], leg)
            macro.plot(output, data[1], data[2], leg)
        return

    data.append(macro.page())

    # print(output, projection, data)

    with LOCK:
        macro.plot(output, projection, data)
Esempio n. 5
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for n in ('LD_LIBRARY_PATH', 'DYLD_LIBRARY_PATH'):
    os.environ[n] = '/opt/ecmwf/magics/lib:/Users/baudouin/build/magics/lib'

# os.environ['MAGPLUS_HOME'] = '/Users/baudouin/build/magics'

sys.path.append('/opt/ecmwf/magics/lib/python2.7/site-packages')

from Magics import macro

LOCK = threading.Lock()

PROJECTIONS = {
    "global":
    macro.mmap(subpage_upper_right_longitude=180.00,
               subpage_upper_right_latitude=90.00,
               subpage_lower_left_latitude=-90.00,
               subpage_lower_left_longitude=-180.0,
               subpage_map_projection='cylindrical'),
    "uk":
    macro.mmap(subpage_upper_right_longitude=1.5,
               subpage_upper_right_latitude=60.00,
               subpage_lower_left_latitude=44.5,
               subpage_lower_left_longitude=-14.0,
               subpage_map_projection='cylindrical'),
    "france":
    macro.mmap(subpage_upper_right_longitude=10.5,
               subpage_upper_right_latitude=52.5,
               subpage_lower_left_latitude=37.0,
               subpage_lower_left_longitude=-5.0,
               subpage_map_projection='cylindrical'),
}
Esempio n. 6
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    def legend(self, context, output, format, height, layer, style, version,
               width, transparent):

        try:
            magics_format = MAGICS_OUTPUT_TYPES[format]
        except KeyError:
            raise errors.InvalidFormat(format)

        output_fname = output.target(magics_format)
        path, _ = os.path.splitext(output_fname)

        with LOCK:

            # Magics is talking in cm.
            width_cm = float(width) / 40.0
            height_cm = float(height) / 40.0

            args = [
                macro.output(
                    output_formats=[magics_format],
                    output_name_first_page_number="off",
                    output_cairo_transparent_background=transparent,
                    output_width=width,
                    output_name=path,
                ),
                macro.mmap(
                    subpage_frame="off",
                    page_x_length=width_cm,
                    page_y_length=height_cm,
                    super_page_x_length=width_cm,
                    super_page_y_length=height_cm,
                    subpage_x_length=width_cm,
                    subpage_y_length=height_cm,
                    subpage_x_position=0.0,
                    subpage_y_position=0.0,
                    output_width=width,
                    page_frame="off",
                    page_id_line="off",
                ),
            ]

            contour = layer.style(style, )

            args += layer.render(context, macro, contour, {
                "legend": "on",
                "contour_legend_only": True
            })

            legend_font_size = "25%"
            if width_cm < height_cm:
                legend_font_size = "5%"

            legend_title = layer.title
            if hasattr(layer, legend_title):
                legend_title = layer.legend_title

            legend = macro.mlegend(
                legend_title="on",
                legend_title_text=legend_title,
                legend_display_type="continuous",
                legend_box_mode="positional",
                legend_only=True,
                legend_box_x_position=0.00,
                legend_box_y_position=0.00,
                legend_box_x_length=width_cm,
                legend_box_y_length=height_cm,
                legend_box_blanking=not transparent,
                legend_text_font_size=legend_font_size,
                legend_text_colour="white",
            )

            # self.log.debug('plot(): Calling macro.plot(%s)', args)
            try:
                macro.plot(*args, legend)
            except Exception as e:
                self.log.exception("Magics error: %s", e)
                raise

            self.log.debug("plot(): Size of %s: %s", output_fname,
                           os.stat(output_fname).st_size)

            return output_fname
Esempio n. 7
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    def plot(
        self,
        context,
        output,
        bbox,
        crs,
        format,
        height,
        layers,
        styles,
        version,
        width,
        transparent,
        _macro=False,
        bgcolor=None,
        elevation=None,
        exceptions=None,
        time=None,
    ):

        lon_vertical = 0.0
        if crs.startswith("EPSG:32661:"):
            crs_name = "polar_north"
            lon_vertical = float(crs.split(":")[2])
        elif crs.startswith("EPSG:32761:"):
            crs_name = "polar_south"
            lon_vertical = float(crs.split(":")[2])
        elif crs == "EPSG:32761":
            crs_name = "EPSG:32761"
        else:
            try:
                crs = _CRSS[crs]
                crs_name = crs.name
            except KeyError:
                raise ValueError("Unsupported CRS '{}'".format(crs))

        try:
            magics_format = MAGICS_OUTPUT_TYPES[format]
        except KeyError:
            raise errors.InvalidFormat(format)

        output_fname = output.target(magics_format)
        path, _ = os.path.splitext(output_fname)

        with LOCK:
            min_x, min_y, max_x, max_y = bbox
            # Magics is talking in cm.
            width_cm = width / 40.0
            height_cm = height / 40.0
            macro.silent()

            coordinates_system = {"EPSG:4326": "latlon"}

            map_params = {
                "subpage_map_projection":
                crs_name,
                "subpage_lower_left_latitude":
                min_y,
                "subpage_lower_left_longitude":
                min_x,
                "subpage_upper_right_latitude":
                max_y,
                "subpage_upper_right_longitude":
                max_x,
                "subpage_coordinates_system":
                coordinates_system.get(crs_name, "projection"),
                "subpage_frame":
                "off",
                "page_x_length":
                width_cm,
                "page_y_length":
                height_cm,
                "super_page_x_length":
                width_cm,
                "super_page_y_length":
                height_cm,
                "subpage_x_length":
                width_cm,
                "subpage_y_length":
                height_cm,
                "subpage_x_position":
                0.0,
                "subpage_y_position":
                0.0,
                "output_width":
                width,
                "page_frame":
                "off",
                "skinny_mode":
                "on",
                "page_id_line":
                "off",
            }

            # add extra settings for polar stereographic projection when
            # vertical longitude is not 0
            if crs_name in ["polar_north", "polar_south"]:
                map_params["subpage_map_vertical_longitude"] = lon_vertical

            if crs_name in ["polar_north"]:
                map_params["subpage_map_true_scale_north"] = 90

            if crs_name in ["polar_south"]:
                map_params["subpage_map_true_scale_south"] = -90

            args = [
                macro.output(
                    output_formats=[magics_format],
                    output_name_first_page_number="off",
                    output_cairo_transparent_background=transparent,
                    output_width=width,
                    output_name=path,
                ),
                macro.mmap(**map_params),
            ]

            for layer, style in zip(layers, styles):
                style = layer.style(style)
                args += layer.render(context, macro, style)

            if _macro:
                return (
                    "text/x-python",
                    self.macro_text(
                        args,
                        output.target(".py"),
                        getattr(context, "data_url", None),
                        layers,
                        styles,
                    ),
                )

            # self.log.debug('plot(): Calling macro.plot(%s)', args)
            try:
                macro.plot(*args)
            except Exception as e:
                self.log.exception("Magics error: %s", e)
                raise

            self.log.debug("plot(): Size of %s: %s", output_fname,
                           os.stat(output_fname).st_size)

            return format, output_fname
Esempio n. 8
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#!/usr/local/bin/python

import Magics.macro as magics
import gribapi as grib
import numpy as numpy
import json

#Setting of the output file name
output = magics.output(output_formats=['png'], output_name='mars-array')

#Setting the projection attributes
europe = magics.mmap(subpage_lower_left_longitude=-20.,
                     subpage_upper_right_longitude=20.00,
                     subpage_upper_right_latitude=30.,
                     subpage_map_projection="cylindrical",
                     subpage_lower_left_latitude=70.)

file = open('z500.grb')

#Getting the first  message from the file
field = grib.grib_new_from_file(file)

nj = grib.grib_get(field, "Nj")
ni = grib.grib_get(field, "Ni")

metadata = {
    "paramId": grib.grib_get(field, "paramId"),
    "units": grib.grib_get(field, "units"),
    "typeOfLevel": grib.grib_get(field, "typeOfLevel"),
    "marsType": grib.grib_get(field, "marsType"),
    "marsClass": grib.grib_get(field, "marsClass"),
Esempio n. 9
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    def plot(self,
             context,
             output,
             bbox,
             crs,
             format,
             height,
             layers,
             styles,
             version,
             width,
             transparent,
             _macro=False,
             bgcolor=None,
             elevation=None,
             exceptions=None,
             time=None,
             ):
        try:
            crs = _CRSS[crs]
        except KeyError:
            raise ValueError("Unsupported CRS '{}'".format(crs))

        try:
            magics_format = MAGICS_OUTPUT_TYPES[format]
        except KeyError:
            raise errors.InvalidFormat(format)

        output_fname = output.target(magics_format)
        print("OUTPUT", output_fname)
        path, _ = os.path.splitext(output_fname)

        with LOCK:
            min_x, min_y, max_x, max_y = bbox
            # Magics is talking in cm.
            width_cm = width / 40.
            height_cm = height / 40.
            macro.silent()

            args = [
                macro.output(output_formats=[magics_format],
                             output_name_first_page_number='off',
                             output_cairo_transparent_background=transparent,
                             output_width=width,
                             output_name=path),
                macro.mmap(subpage_map_projection=crs.name,
                           subpage_lower_left_latitude=min_x,
                           subpage_lower_left_longitude=min_y,
                           subpage_upper_right_latitude=max_x,
                           subpage_upper_right_longitude=max_y,
                           subpage_frame='off',
                           page_x_length=width_cm,
                           page_y_length=height_cm,
                           super_page_x_length=width_cm,
                           super_page_y_length=height_cm,
                           subpage_x_length=width_cm,
                           subpage_y_length=height_cm,
                           subpage_x_position=0.,
                           subpage_y_position=0.,
                           output_width=width,
                           page_frame='off',
                           page_id_line='off',),
            ]

            for layer, style in zip(layers, styles):
                style = layer.style(style)
                args += layer.render(context, macro, style)

            if _macro:
                return self.macro_text(args,
                                       output.target('.py'),
                                       getattr(context, 'data_url', None),
                                       layers,
                                       styles)

            # self.log.debug('plot(): Calling macro.plot(%s)', args)
            try:
                macro.plot(*args)
            except Exception as e:
                self.log.exception('Magics error: %s', e)
                raise

            self.log.debug('plot(): Size of %s: %s',
                           output_fname, os.stat(output_fname).st_size)

            return output_fname
Esempio n. 10
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def get_mmap(name='CHINA_LAND_CYLINDRICAL', **kwargs):
    """Get magics map background.

    refer to https://confluence.ecmwf.int/display/MAGP/Subpage+-+Projection
             https://confluence.ecmwf.int/display/MAGP/Subpage+examples
    
    Args:
        name (str, optional): map region name. Defaults to 'CHINA_LAND_CYLINDRICAL'.
            if 'CHINA_REGION_CYLINDRICAL', set map_region=[lonmin, lonmax, latmin, latmax]

    Return:
        map background project object.
    """

    # genderal kwargs
    kwargs = check_kwargs(kwargs, 'subpage_clipping', 'on')
    kwargs = check_kwargs(kwargs, 'page_id_line', 'off')

    if name.upper() == 'CHINA_CYLINDRICAL':                                                  # 中国陆地和海洋范围
        map_region = [70.0, 140.0, 8.0, 60.0]
        kwargs = get_page_setup(kwargs, map_region=map_region)
        kwargs['subpage_lower_left_longitude'] = map_region[0]
        kwargs['subpage_upper_right_longitude'] = map_region[1]
        kwargs['subpage_lower_left_latitude'] = map_region[2]
        kwargs['subpage_upper_right_latitude'] = map_region[3]
        project = magics.mmap(
            subpage_map_projection="cylindrical",
            **kwargs)
    elif name.upper() == 'CHINA_LAND_CYLINDRICAL':
        map_region = [73.0, 136.0, 16.0, 55.0]
        kwargs = get_page_setup(kwargs, map_region=map_region)
        kwargs['subpage_lower_left_longitude'] = map_region[0]
        kwargs['subpage_upper_right_longitude'] = map_region[1]
        kwargs['subpage_lower_left_latitude'] = map_region[2]
        kwargs['subpage_upper_right_latitude'] = map_region[3]
        project = magics.mmap(
            subpage_map_projection="cylindrical",
            **kwargs)
    elif name.upper() == 'CHINA_REGION_CYLINDRICAL':
        if 'map_region' in kwargs.keys():
            map_region = kwargs['map_region']
            del kwargs['map_region']
        else:
            map_region = [70, 140, 8, 60]
        kwargs = get_page_setup(kwargs, map_region=map_region)
        kwargs['subpage_lower_left_longitude'] = map_region[0]
        kwargs['subpage_upper_right_longitude'] = map_region[1]
        kwargs['subpage_lower_left_latitude'] = map_region[2]
        kwargs['subpage_upper_right_latitude'] = map_region[3]
        project = magics.mmap(
            subpage_map_projection="cylindrical",
            **kwargs)
    elif name.upper() == "CHINA_POLAR_STEREOGRAPHIC":
        kwargs = get_page_setup(kwargs)
        kwargs = check_kwargs(kwargs, 'subpage_map_area_definition_polar', 'center')
        kwargs = check_kwargs(kwargs, 'subpage_map_vertical_longitude', 105)
        kwargs = check_kwargs(kwargs, 'subpage_map_centre_latitude', 35)
        kwargs = check_kwargs(kwargs, 'subpage_map_centre_longitude', 105)
        kwargs = check_kwargs(kwargs, 'subpage_map_scale', 32.e6)
        project = magics.mmap(
            subpage_map_projection = "polar_stereographic",
            **kwargs)
    elif name.upper() == "WORLD_mollweide":
        project = magics.mmap(
            subpage_map_projection = "mollweide",
            subpage_map_area_definition = "full",
            subpage_frame = "off",
            page_frame = "off",
            **kwargs)
    else:
        project = None

    return project
Esempio n. 11
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    with open(args.json_fields) as json_data:
        # this should/could be set as "json.load" for pyhton3
        mm_fields = json_load_byteified(json_data)

    with open(args.json_coasts) as json_data:
        # this should/could be set as "json.load" for pyhton3
        mm_coasts = json_load_byteified(json_data)

    print("filtering grib: " + args.grib)
    gb_met = group_grib_metadata_by_fstep(args.grib, args.product, args.level)

    os.environ["MAGPLUS_QUIET"] = "true"
    
    area = mm.mmap(**mm_coasts["mmap"])
    bg = mm.mcoast(**mm_coasts["background"])
    fg = mm.mcoast(**mm_coasts["foreground"])

    mm_coasts["mlegend"]["legend_title_text"] = units
    legend = mm.mlegend(**mm_coasts["mlegend"])
    
    for k, v in gb_met.iteritems():
        print("processing: " + args.product + " +" + str(k).zfill(2))
        
        input_data = mm.mgrib(
            grib_input_file_name = args.grib,
            grib_field_position = v,
            grib_automatic_scaling = 'off',
            grib_scaling_factor = scaling_factor,
            grib_scaling_offset = scaling_offset,
Esempio n. 12
0
                        input_y_values=highs,
                        input_y2_values=extremes)

extreme_input = mag.minput(input_x_type='date',
                           input_date_x_values=min_max_dates,
                           input_date_x2_values=min_max_dates,
                           input_y_values=extremes,
                           input_y2_values=[max_y, max_y])

projection = mag.mmap(super_page_x_length=width + 3,
                      super_page_y_length=height + 4,
                      subpage_x_position=2.2,
                      subpage_y_position=2.8,
                      subpage_x_length=width,
                      subpage_y_length=height,
                      subpage_map_projection='cartesian',
                      subpage_x_axis_type='date',
                      subpage_y_axis_type='regular',
                      subpage_x_date_min=min_date,
                      subpage_x_date_max=max_date,
                      subpage_y_min=min_y,
                      subpage_y_max=max_y,
                      page_id_line="off")

mag.plot(
    myoutput,
    projection,
    vertical,
    horizontal,
    low_input,
    low_graph,
    medium_input,
def plot_in_magics_boxplot(path, date, pointname, var, meta, y_axis_range, filename, lead_times,\
                           data_percentiles_eu_eps, point_values_eu_det):

    run_time = datetime.datetime(date['year'], date['month'], date['day'],
                                 date['hour'])

    if var == 't_2m' or var == 'wind_10m' or var == 'mslp' or var == 'clct':
        lead_times = [-1.0 * x for x in lead_times]
    elif var == 'prec_rate' or var == 'direct_rad' or var == 'diffuse_rad':
        lead_times = [-1.0 * x for x in lead_times]

    time_start = -123.
    time_end = 3.

    output_layout = magics.output(
        output_formats=['png'],
        output_name=path['base'] + path['plots'] + filename,
        output_name_first_page_number='off',
        output_width=1500,
        super_page_x_length=15.0,
        super_page_y_length=6.0,
    )

    page_layout = magics.page(
        layout='positional',
        page_x_position=0.0,
        page_y_position=0.0,
        page_x_length=15.0,
        page_y_length=6.0,
        page_id_line='off',
    )

    coord_system = magics.mmap(
        subpage_map_projection='cartesian',
        subpage_x_min=time_start,
        subpage_x_max=time_end,
        subpage_y_min=y_axis_range['min'],
        subpage_y_max=y_axis_range['max'],
        subpage_x_position=1.0,
        subpage_y_position=0.48,
        subpage_x_length=13.7,
        subpage_y_length=5.0,
    )

    vertical_axis = magics.maxis(
        axis_orientation='vertical',
        axis_grid='on',
        axis_tick_label_height=0.7,
        axis_grid_thickness=1,
        axis_grid_line_style='dash',
        axis_tick_interval=y_axis_range['interval'],
    )
    horizontal_axis = magics.maxis(
        axis_tick_interval=24,
        axis_tick_label='off',
        axis_title='off',
    )

    ########################################################################

    ##### icon-eu-eps #####
    bar_minmax_eu = magics.mgraph(
        graph_type='bar',
        graph_bar_colour='black',
        graph_bar_width=0.05,
    )
    data_minmax_eu = magics.minput(
        input_x_values=lead_times,
        input_y_values=data_percentiles_eu_eps[:, 0],
        input_y2_values=data_percentiles_eu_eps[:, 6],
    )

    bar1090_eu = magics.mgraph(
        graph_type='bar',
        graph_bar_colour='rgb(0, 150, 130)',  # KIT turquoise
        graph_bar_width=0.5,
    )
    data1090_eu = magics.minput(
        input_x_values=lead_times,
        input_y_values=data_percentiles_eu_eps[:, 1],
        input_y2_values=data_percentiles_eu_eps[:, 5],
    )

    bar2575_eu = magics.mgraph(
        graph_type='bar',
        graph_bar_colour='rgb(0, 150, 130)',  # KIT turquoise
        graph_bar_width=1.0,
        legend='on',
        legend_user_text='<font colour="black"> ICON-EU-EPS (20km)</font>')
    data2575_eu = magics.minput(
        input_x_values=lead_times,
        input_y_values=data_percentiles_eu_eps[:, 2],
        input_y2_values=data_percentiles_eu_eps[:, 4],
    )

    bar_median_eu = magics.mgraph(
        graph_type='bar',
        graph_bar_colour='black',
        graph_bar_width=1.0,
    )
    data_median_eu = magics.minput(
        input_x_values=lead_times,
        input_y_values=data_percentiles_eu_eps[:, 3] -
        (y_axis_range['max'] - y_axis_range['min']) / 400.,
        input_y2_values=data_percentiles_eu_eps[:, 3] +
        (y_axis_range['max'] - y_axis_range['min']) / 400.,
    )

    ##### icon-eu #####
    bar_eu_det = magics.mgraph(
        graph_line='off',
        graph_symbol='on',
        graph_symbol_marker_index=15,
        graph_symbol_height=0.2,
        graph_symbol_colour='white',
        graph_symbol_outline='on',
        graph_symbol_outline_colour='black',
        graph_symbol_outline_thickness=3,
        legend='on',
        legend_user_text='<font colour="black"> ICON-EU-DET (6.5km)</font>')
    data_eu_det = magics.minput(
        input_x_values=lead_times,
        input_y_values=point_values_eu_det[:],
    )

    ########################################################################

    analysis_line = magics.mgraph(
        graph_line_colour='rgb(0, 242, 209)',  # bright turquoise
        graph_line_thickness=3,
        legend='on',
        legend_user_text=
        '<font colour="black"> ICON-EU-DET (6.5km), 0h-Forecast</font>')
    analysis_value = magics.minput(
        input_x_values=[time_start, time_end],
        input_y_values=[y_axis_range['analysis'], y_axis_range['analysis']])

    if var == 't_2m' or var == 'mslp':
        ref_th = 5
    else:
        ref_th = 0
    ref_level_line = magics.mgraph(
        graph_line_colour='black',
        graph_line_thickness=ref_th,
    )
    ref_level_value = magics.minput(
        input_x_values=[time_start, time_end],
        input_y_values=[y_axis_range['ref'], y_axis_range['ref']])

    ########################################################################

    if var == 'direct_rad' or var == 'diffuse_rad':
        long_title_adjustment = 0.7
    else:
        long_title_adjustment = 0.0

    title_str = '{} in {}'.format(meta['var'], pointname)
    title = magics.mtext(
        text_line_1=title_str,
        text_font_size=1.0,
        text_colour='black',
        text_justification='centre',
        text_mode='positional',
        text_box_x_position=5.3 + long_title_adjustment,
        text_box_y_position=5.45,
        text_box_x_length=5.0,
        text_box_y_length=0.7,
    )

    ########################################################################

    timeshift = get_timeshift()
    initial_time = run_time.hour + timeshift

    if timeshift == 1:
        time_code = 'CET'  # UTC+1
    elif timeshift == 2:
        time_code = 'CEST'  # UTC+2

    if var == 'prec_rate' or var == 'direct_rad' or var == 'diffuse_rad':
        initial_time2 = initial_time + 6
        if initial_time2 == 26:
            initial_time2 = 2
        init_time_str = 'Forecast time: {}, {:02}-{:02}{}'.format(\
                            run_time.strftime('%a., %d %b. %Y'), initial_time, initial_time2, time_code)
    else:
        init_time_str = 'Forecast time: {}, {:02}{}'.format(\
                            run_time.strftime('%a., %d %b. %Y'), initial_time, time_code)

    init_time = magics.mtext(
        text_line_1=init_time_str,
        text_font_size=0.8,
        text_colour='black',
        text_justification='left',
        text_mode='positional',
        text_box_x_position=1.0,
        text_box_y_position=5.45,
        text_box_x_length=1.5,
        text_box_y_length=0.5,
    )

    unit_str = meta['units']
    unit = magics.mtext(
        text_line_1=unit_str,
        text_font_size=0.8,
        text_colour='black',
        text_justification='right',
        text_mode='positional',
        text_box_x_position=0.31,
        text_box_y_position=5.55,
        text_box_x_length=0.5,
        text_box_y_length=0.5,
    )

    if var == 't_2m':
        unit_special_str = 'o'
        correction = -0.12
    elif var == 'direct_rad' or var == 'diffuse_rad':
        unit_special_str = '2'
        correction = 0.06
    else:
        unit_special_str = ''
        correction = 0
    unit_special = magics.mtext(
        text_line_1=unit_special_str,
        text_font_size=0.4,
        text_colour='black',
        text_justification='right',
        text_mode='positional',
        text_box_x_position=0.31 + correction,
        text_box_y_position=5.55 + 0.14,
        text_box_x_length=0.5,
        text_box_y_length=0.5,
    )

    logo = magics.mimport(
        import_file_name=path['base'] + 'plots/logo/' + 'w2w_icon.png',
        import_x_position=13.74,
        import_y_position=5.52,
        import_height=0.474,
        import_width=1.000,
    )

    legend = magics.mlegend(
        legend_text_font_size=0.8,
        legend_box_mode='positional',
        legend_box_x_position=5.0,
        legend_box_y_position=5.03,
        legend_box_x_length=9.0,
        legend_box_y_length=0.5,
        legend_entry_text_width=90,
    )

    time_labels = ['-120h', '-96h', '-72h', '-48h', '-24h', '0h']
    spacing = 2.61
    left_pos = 0.58
    date1_label = magics.mtext(
        text_line_1=time_labels[0],
        text_font_size=0.8,
        text_colour='black',
        text_justification='centre',
        text_mode='positional',
        text_box_x_position=left_pos + 0 * spacing,
        text_box_y_position=0.0,
        text_box_x_length=1.5,
        text_box_y_length=0.3,
        text_border='off',
    )

    date2_label = magics.mtext(
        text_line_1=time_labels[1],
        text_font_size=0.8,
        text_colour='black',
        text_justification='centre',
        text_mode='positional',
        text_box_x_position=left_pos + 1 * spacing,
        text_box_y_position=0.0,
        text_box_x_length=1.5,
        text_box_y_length=0.3,
        text_border='off',
    )

    date3_label = magics.mtext(
        text_line_1=time_labels[2],
        text_font_size=0.8,
        text_colour='black',
        text_justification='centre',
        text_mode='positional',
        text_box_x_position=left_pos + 2 * spacing,
        text_box_y_position=0.0,
        text_box_x_length=1.5,
        text_box_y_length=0.3,
        text_border='off',
    )

    date4_label = magics.mtext(
        text_line_1=time_labels[3],
        text_font_size=0.8,
        text_colour='black',
        text_justification='centre',
        text_mode='positional',
        text_box_x_position=left_pos + 3 * spacing,
        text_box_y_position=0.0,
        text_box_x_length=1.5,
        text_box_y_length=0.3,
        text_border='off',
    )

    date5_label = magics.mtext(
        text_line_1=time_labels[4],
        text_font_size=0.8,
        text_colour='black',
        text_justification='centre',
        text_mode='positional',
        text_box_x_position=left_pos + 4 * spacing,
        text_box_y_position=0.0,
        text_box_x_length=1.5,
        text_box_y_length=0.3,
        text_border='off',
    )

    date6_label = magics.mtext(
        text_line_1=time_labels[5],
        text_font_size=0.8,
        text_colour='black',
        text_justification='centre',
        text_mode='positional',
        text_box_x_position=left_pos + 5 * spacing,
        text_box_y_position=0.0,
        text_box_x_length=1.5,
        text_box_y_length=0.3,
        text_border='off',
    )

    magics.context.silent = True
    magics.plot(
        output_layout,
        page_layout,
        coord_system,
        vertical_axis,
        horizontal_axis,
        ref_level_value,
        ref_level_line,
        data_minmax_eu,
        bar_minmax_eu,
        data1090_eu,
        bar1090_eu,
        data2575_eu,
        bar2575_eu,
        data_median_eu,
        bar_median_eu,
        data_eu_det,
        bar_eu_det,
        analysis_value,
        analysis_line,
        title,
        init_time,
        unit,
        unit_special,
        logo,
        legend,
        date1_label,
        date2_label,
        date3_label,
        date4_label,
        date5_label,
        date6_label,
    )

    return
Esempio n. 14
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import Magics.macro as magics

# Setting the projection
projection = magics.mmap(subpage_map_projection="lambert",
                         subpage_lower_left_latitude=-0.00,
                         subpage_lower_left_longitude=-80.00,
                         subpage_upper_right_latitude=70.00,
                         subpage_upper_right_longitude=160.00,
                         subpage_map_area_definition="corners",
                         page_id_line="off")

# Defining the coastlines
coast = magics.mcoast(map_coastline_resolution="automatic",
                      map_coastline_colour="tan",
                      map_coastline_land_shade="on",
                      map_coastline_land_shade_colour="cream",
                      map_grid="on",
                      map_grid_line_style="dot",
                      map_grid_colour="tan")

png = magics.output(output_formats=['png'],
                    output_name_first_page_number="off",
                    output_name="my_png")

magics.plot(png, projection, coast)