Example #1
0
def get_event_filename(event, prefix):
    """
    Helper function generating a descriptive event filename.

    :param event: The event object.
    :param prefix: A prefix for the file, denoting e.g. the event catalog.

    >>> from obspy import read_events
    >>> event = read_events()[0]
    >>> print get_event_filename(event, "GCMT")
    GCMT_event_KYRGYZSTAN-XINJIANG_BORDER_REG._Mag_4.4_2012-4-4-14.xml
    """
    from obspy.geodetics import FlinnEngdahl

    mag = event.preferred_magnitude() or event.magnitudes[0]
    org = event.preferred_origin() or event.origins[0]

    # Get the flinn_engdahl region for a nice name.
    fe = FlinnEngdahl()
    region_name = fe.get_region(org.longitude, org.latitude)
    region_name = region_name.replace(" ", "_")
    # Replace commas, as some file systems cannot deal with them.
    region_name = region_name.replace(",", "")

    return "%s_event_%s_Mag_%.1f_%s-%s-%s-%s.xml" % \
        (prefix, region_name, mag.mag, org.time.year, org.time.month,
         org.time.day, org.time.hour)
Example #2
0
class UtilFlinnEngdahlTestCase(unittest.TestCase):
    def setUp(self):
        self.flinnengdahl = FlinnEngdahl()
        self.samples_file = os.path.join(os.path.dirname(__file__), 'data',
                                         'flinnengdahl.csv')

    def test_coordinates(self):
        with open(self.samples_file, 'r') as fh:
            for line in fh:
                longitude, latitude, checked_region = line.strip().split('\t')
                longitude = float(longitude)
                latitude = float(latitude)

                region = self.flinnengdahl.get_region(longitude, latitude)
                self.assertEqual(region,
                                 checked_region,
                                 msg="(%f, %f) got %s instead of %s" %
                                 (longitude, latitude, region, checked_region))

    def test_script(self):
        with open(self.samples_file, 'r') as fh:
            # Testing once is sufficient.
            line = fh.readline()
            longitude, latitude, checked_region = line.strip().split('\t')

            with CatchOutput() as out:
                obspy_flinnengdahl([longitude, latitude])
            region = out.stdout.strip()

            self.assertEqual(region,
                             checked_region,
                             msg='(%s, %s) got %s instead of %s' %
                             (longitude, latitude, region, checked_region))
Example #3
0
def get_event_filename(event: object, prefix: str):
    """
    Helper function generating a descriptive event filename.

    :param event: The event object.
    :type event: object
    :param prefix: A prefix for the file, denoting e.g. the event catalog.
    :type prefix: str

    >>> from obspy import read_events
    >>> event = read_events()[0]
    >>> print(get_event_filename(event, "GCMT"))
    GCMT_event_KYRGYZSTAN-XINJIANG_BORDER_REG._Mag_4.4_2012-4-4-14.h5
    """
    from obspy.geodetics import FlinnEngdahl

    mag = event.preferred_magnitude() or event.magnitudes[0]
    org = event.preferred_origin() or event.origins[0]

    # Get the flinn_engdahl region for a nice name.
    fe = FlinnEngdahl()
    region_name = fe.get_region(org.longitude, org.latitude)
    region_name = region_name.replace(" ", "_")
    # Replace commas, as some file systems cannot deal with them.
    region_name = region_name.replace(",", "")

    return "%s_event_%s_Mag_%.1f_%s-%s-%s-%s.h5" % (
        prefix,
        region_name,
        mag.mag,
        org.time.year,
        org.time.month,
        org.time.day,
        org.time.hour,
    )
Example #4
0
def main(argv=None):
    parser = ArgumentParser(prog='obspy-flinn-engdahl',
                            description=__doc__.strip())
    parser.add_argument('-V', '--version', action='version',
                        version='%(prog)s ' + __version__)
    parser.add_argument('longitude', type=float,
                        help='Longitude (in degrees) of point. Positive for '
                             'East, negative for West.')
    parser.add_argument('latitude', type=float,
                        help='Latitude (in degrees) of point. Positive for '
                             'North, negative for South.')
    args = parser.parse_args(argv)

    flinn_engdahl = FlinnEngdahl()
    print(flinn_engdahl.get_region(args.longitude, args.latitude))
Example #5
0
def main(argv=None):
    parser = ArgumentParser(prog='obspy-flinn-engdahl',
                            description=__doc__.strip())
    parser.add_argument('-V', '--version', action='version',
                        version='%(prog)s ' + __version__)
    parser.add_argument('longitude', type=float,
                        help='Longitude (in degrees) of point. Positive for '
                             'East, negative for West.')
    parser.add_argument('latitude', type=float,
                        help='Latitude (in degrees) of point. Positive for '
                             'North, negative for South.')
    args = parser.parse_args(argv)

    flinn_engdahl = FlinnEngdahl()
    print(flinn_engdahl.get_region(args.longitude, args.latitude))
Example #6
0
def get_region(event):
    """
    Get region for a more complete looking CMTSOLUTION file

    :type event: obspy.event
    :param event: event
    :rtype: str
    :return: Flinn Engdahl region based on lat lon
    """
    origin = event.origins[0]
    fe = FlinnEngdahl()
    region = fe.get_region(longitude=origin.longitude,
                           latitude=origin.latitude)

    return region
Example #7
0
class UtilFlinnEngdahlTestCase(unittest.TestCase):
    def setUp(self):
        self.flinnengdahl = FlinnEngdahl()
        self.samples_file = os.path.join(
            os.path.dirname(__file__),
            'data',
            'flinnengdahl.csv'
        )

    def test_coordinates(self):
        with open(self.samples_file, 'r') as fh:
            for line in fh:
                longitude, latitude, checked_region = line.strip().split('\t')
                longitude = float(longitude)
                latitude = float(latitude)

                region = self.flinnengdahl.get_region(longitude, latitude)
                self.assertEqual(
                    region,
                    checked_region,
                    msg="(%f, %f) got %s instead of %s" % (
                        longitude,
                        latitude,
                        region,
                        checked_region
                    )
                )

    def test_script(self):
        with open(self.samples_file, 'r') as fh:
            # Testing once is sufficient.
            line = fh.readline()
            longitude, latitude, checked_region = line.strip().split('\t')

            with CatchOutput() as out:
                obspy_flinnengdahl([longitude, latitude])
            region = out.stdout.strip()

            self.assertEqual(
                region,
                checked_region.encode('utf-8'),
                msg='(%s, %s) got %s instead of %s' % (
                    longitude,
                    latitude,
                    region,
                    checked_region
                )
            )
Example #8
0
def get_event_and_region(event_or_id):
    """
    get region for a more complete looking CMTSOLUTION file
    :param event_or_id:
    :return:
    """
    if isinstance(event_or_id, str):
        c = Client('GEONET')
        cat = c.get_events(eventid=event_or_id)
        event = cat[0]
    else:
        event = event_or_id
    origin = event.origins[0]
    fe = FlinnEngdahl()
    region = fe.get_region(longitude=origin.longitude, latitude=origin.latitude)

    return event, region
Example #9
0
def _read_ndk(filename, *args, **kwargs):  # @UnusedVariable
    """
    Reads an NDK file to a :class:`~obspy.core.event.Catalog` object.

    :param filename: File or file-like object in text mode.
    """
    # Read the whole file at once. While an iterator would be more efficient
    # the largest NDK file out in the wild is 13.7 MB so it does not matter
    # much.
    if not hasattr(filename, "read"):
        # Check if it exists, otherwise assume its a string.
        try:
            with open(filename, "rt") as fh:
                data = fh.read()
        except Exception:
            try:
                data = filename.decode()
            except Exception:
                data = str(filename)
            data = data.strip()
    else:
        data = filename.read()
        if hasattr(data, "decode"):
            data = data.decode()

    # Create iterator that yields lines.
    def lines_iter():
        prev_line = -1
        while True:
            next_line = data.find("\n", prev_line + 1)
            if next_line < 0:
                break
            yield data[prev_line + 1:next_line]
            prev_line = next_line
        if len(data) > prev_line + 1:
            yield data[prev_line + 1:]

    # Use one Flinn Engdahl object for all region determinations.
    fe = FlinnEngdahl()
    cat = Catalog(resource_id=_get_resource_id("catalog", str(uuid.uuid4())))

    # Loop over 5 lines at once.
    for _i, lines in enumerate(zip_longest(*[lines_iter()] * 5)):
        if None in lines:
            msg = "Skipped last %i lines. Not a multiple of 5 lines." % (
                lines.count(None))
            warnings.warn(msg, ObsPyNDKWarning)
            continue

        # Parse the lines to a human readable dictionary.
        try:
            record = _read_lines(*lines)
        except (ValueError, ObsPyNDKException):
            exc = traceback.format_exc()
            msg = ("Could not parse event %i (faulty file?). Will be "
                   "skipped. Lines of the event:\n"
                   "\t%s\n"
                   "%s") % (_i + 1, "\n\t".join(lines), exc)
            warnings.warn(msg, ObsPyNDKWarning)
            continue

        # Use one creation info for essentially every item.
        creation_info = CreationInfo(agency_id="GCMT",
                                     version=record["version_code"])

        # Use the ObsPy Flinn Engdahl region determiner as the region in the
        # NDK files is oftentimes trimmed.
        region = fe.get_region(record["centroid_longitude"],
                               record["centroid_latitude"])

        # Create an event object.
        event = Event(force_resource_id=False,
                      event_type="earthquake",
                      event_type_certainty="known",
                      event_descriptions=[
                          EventDescription(text=region,
                                           type="Flinn-Engdahl region"),
                          EventDescription(text=record["cmt_event_name"],
                                           type="earthquake name")
                      ])

        # Assemble the time for the reference origin.
        try:
            time = _parse_date_time(record["date"], record["time"])
        except ObsPyNDKException:
            msg = ("Invalid time in event %i. '%s' and '%s' cannot be "
                   "assembled to a valid time. Event will be skipped.") % \
                  (_i + 1, record["date"], record["time"])
            warnings.warn(msg, ObsPyNDKWarning)
            continue

        # Create two origins, one with the reference latitude/longitude and
        # one with the centroidal values.
        ref_origin = Origin(
            force_resource_id=False,
            time=time,
            longitude=record["hypo_lng"],
            latitude=record["hypo_lat"],
            # Convert to m.
            depth=record["hypo_depth_in_km"] * 1000.0,
            origin_type="hypocenter",
            comments=[
                Comment(text="Hypocenter catalog: %s" %
                        record["hypocenter_reference_catalog"],
                        force_resource_id=False)
            ])
        ref_origin.comments[0].resource_id = _get_resource_id(
            record["cmt_event_name"], "comment", tag="ref_origin")
        ref_origin.resource_id = _get_resource_id(record["cmt_event_name"],
                                                  "origin",
                                                  tag="reforigin")

        cmt_origin = Origin(
            force_resource_id=False,
            longitude=record["centroid_longitude"],
            longitude_errors={
                "uncertainty": record["centroid_longitude_error"]
            },
            latitude=record["centroid_latitude"],
            latitude_errors={"uncertainty": record["centroid_latitude_error"]},
            # Convert to m.
            depth=record["centroid_depth_in_km"] * 1000.0,
            depth_errors={
                "uncertainty": record["centroid_depth_in_km_error"] * 1000
            },
            time=ref_origin["time"] + record["centroid_time"],
            time_errors={"uncertainty": record["centroid_time_error"]},
            depth_type=record["type_of_centroid_depth"],
            origin_type="centroid",
            time_fixed=False,
            epicenter_fixed=False,
            creation_info=creation_info.copy())
        cmt_origin.resource_id = _get_resource_id(record["cmt_event_name"],
                                                  "origin",
                                                  tag="cmtorigin")
        event.origins = [ref_origin, cmt_origin]
        event.preferred_origin_id = cmt_origin.resource_id.id

        # Create the magnitude object.
        mag = Magnitude(force_resource_id=False,
                        mag=round(record["Mw"], 2),
                        magnitude_type="Mwc",
                        origin_id=cmt_origin.resource_id,
                        creation_info=creation_info.copy())
        mag.resource_id = _get_resource_id(record["cmt_event_name"],
                                           "magnitude",
                                           tag="moment_mag")
        event.magnitudes = [mag]
        event.preferred_magnitude_id = mag.resource_id.id

        # Add the reported mb, MS magnitudes as additional magnitude objects.
        event.magnitudes.append(
            Magnitude(
                force_resource_id=False,
                mag=record["mb"],
                magnitude_type="mb",
                comments=[
                    Comment(
                        force_resource_id=False,
                        text="Reported magnitude in NDK file. Most likely 'mb'."
                    )
                ]))
        event.magnitudes[-1].comments[-1].resource_id = _get_resource_id(
            record["cmt_event_name"], "comment", tag="mb_magnitude")
        event.magnitudes[-1].resource_id = _get_resource_id(
            record["cmt_event_name"], "magnitude", tag="mb")

        event.magnitudes.append(
            Magnitude(
                force_resource_id=False,
                mag=record["MS"],
                magnitude_type="MS",
                comments=[
                    Comment(
                        force_resource_id=False,
                        text="Reported magnitude in NDK file. Most likely 'MS'."
                    )
                ]))
        event.magnitudes[-1].comments[-1].resource_id = _get_resource_id(
            record["cmt_event_name"], "comment", tag="MS_magnitude")
        event.magnitudes[-1].resource_id = _get_resource_id(
            record["cmt_event_name"], "magnitude", tag="MS")

        # Take care of the moment tensor.
        tensor = Tensor(m_rr=record["m_rr"],
                        m_rr_errors={"uncertainty": record["m_rr_error"]},
                        m_pp=record["m_pp"],
                        m_pp_errors={"uncertainty": record["m_pp_error"]},
                        m_tt=record["m_tt"],
                        m_tt_errors={"uncertainty": record["m_tt_error"]},
                        m_rt=record["m_rt"],
                        m_rt_errors={"uncertainty": record["m_rt_error"]},
                        m_rp=record["m_rp"],
                        m_rp_errors={"uncertainty": record["m_rp_error"]},
                        m_tp=record["m_tp"],
                        m_tp_errors={"uncertainty": record["m_tp_error"]},
                        creation_info=creation_info.copy())
        mt = MomentTensor(
            force_resource_id=False,
            scalar_moment=record["scalar_moment"],
            tensor=tensor,
            data_used=[DataUsed(**i) for i in record["data_used"]],
            inversion_type=record["source_type"],
            source_time_function=SourceTimeFunction(
                type=record["moment_rate_type"],
                duration=record["moment_rate_duration"]),
            derived_origin_id=cmt_origin.resource_id,
            creation_info=creation_info.copy())
        mt.resource_id = _get_resource_id(record["cmt_event_name"],
                                          "momenttensor")
        axis = [Axis(**i) for i in record["principal_axis"]]
        focmec = FocalMechanism(
            force_resource_id=False,
            moment_tensor=mt,
            principal_axes=PrincipalAxes(
                # The ordering is the same as for the IRIS SPUD service and
                # from a website of the Saint Louis University Earthquake
                # center so it should be correct.
                t_axis=axis[0],
                p_axis=axis[2],
                n_axis=axis[1]),
            nodal_planes=NodalPlanes(
                nodal_plane_1=NodalPlane(**record["nodal_plane_1"]),
                nodal_plane_2=NodalPlane(**record["nodal_plane_2"])),
            comments=[
                Comment(force_resource_id=False,
                        text="CMT Analysis Type: %s" %
                        record["cmt_type"].capitalize()),
                Comment(force_resource_id=False,
                        text="CMT Timestamp: %s" % record["cmt_timestamp"])
            ],
            creation_info=creation_info.copy())
        focmec.comments[0].resource_id = _get_resource_id(
            record["cmt_event_name"], "comment", tag="cmt_type")
        focmec.comments[1].resource_id = _get_resource_id(
            record["cmt_event_name"], "comment", tag="cmt_timestamp")
        focmec.resource_id = _get_resource_id(record["cmt_event_name"],
                                              "focal_mechanism")
        event.focal_mechanisms = [focmec]
        event.preferred_focal_mechanism_id = focmec.resource_id.id

        # Set at end to avoid duplicate resource id warning.
        event.resource_id = _get_resource_id(record["cmt_event_name"], "event")

        cat.append(event)

    if len(cat) == 0:
        msg = "No valid events found in NDK file."
        raise ObsPyNDKException(msg)

    return cat
Example #10
0
File: core.py Project: Qigaoo/obspy
def _read_ndk(filename, *args, **kwargs):  # @UnusedVariable
    """
    Reads an NDK file to a :class:`~obspy.core.event.Catalog` object.

    :param filename: File or file-like object in text mode.
    """
    # Read the whole file at once. While an iterator would be more efficient
    # the largest NDK file out in the wild is 13.7 MB so it does not matter
    # much.
    if not hasattr(filename, "read"):
        # Check if it exists, otherwise assume its a string.
        try:
            with open(filename, "rt") as fh:
                data = fh.read()
        except:
            try:
                data = filename.decode()
            except:
                data = str(filename)
            data = data.strip()
    else:
        data = filename.read()
        if hasattr(data, "decode"):
            data = data.decode()

    # Create iterator that yields lines.
    def lines_iter():
        prev_line = -1
        while True:
            next_line = data.find("\n", prev_line + 1)
            if next_line < 0:
                break
            yield data[prev_line + 1: next_line]
            prev_line = next_line
        if len(data) > prev_line + 1:
            yield data[prev_line + 1:]

    # Use one Flinn Engdahl object for all region determinations.
    fe = FlinnEngdahl()
    cat = Catalog(resource_id=_get_resource_id("catalog", str(uuid.uuid4())))

    # Loop over 5 lines at once.
    for _i, lines in enumerate(itertools.zip_longest(*[lines_iter()] * 5)):
        if None in lines:
            msg = "Skipped last %i lines. Not a multiple of 5 lines." % (
                lines.count(None))
            warnings.warn(msg, ObsPyNDKWarning)
            continue

        # Parse the lines to a human readable dictionary.
        try:
            record = _read_lines(*lines)
        except (ValueError, ObsPyNDKException):
            exc = traceback.format_exc()
            msg = (
                "Could not parse event %i (faulty file?). Will be "
                "skipped. Lines of the event:\n"
                "\t%s\n"
                "%s") % (_i + 1, "\n\t".join(lines), exc)
            warnings.warn(msg, ObsPyNDKWarning)
            continue

        # Use one creation info for essentially every item.
        creation_info = CreationInfo(
            agency_id="GCMT",
            version=record["version_code"]
        )

        # Use the ObsPy Flinn Engdahl region determiner as the region in the
        # NDK files is oftentimes trimmed.
        region = fe.get_region(record["centroid_longitude"],
                               record["centroid_latitude"])

        # Create an event object.
        event = Event(
            force_resource_id=False,
            event_type="earthquake",
            event_type_certainty="known",
            event_descriptions=[
                EventDescription(text=region, type="Flinn-Engdahl region"),
                EventDescription(text=record["cmt_event_name"],
                                 type="earthquake name")
            ]
        )

        # Assemble the time for the reference origin.
        try:
            time = _parse_date_time(record["date"], record["time"])
        except ObsPyNDKException:
            msg = ("Invalid time in event %i. '%s' and '%s' cannot be "
                   "assembled to a valid time. Event will be skipped.") % \
                  (_i + 1, record["date"], record["time"])
            warnings.warn(msg, ObsPyNDKWarning)
            continue

        # Create two origins, one with the reference latitude/longitude and
        # one with the centroidal values.
        ref_origin = Origin(
            force_resource_id=False,
            time=time,
            longitude=record["hypo_lng"],
            latitude=record["hypo_lat"],
            # Convert to m.
            depth=record["hypo_depth_in_km"] * 1000.0,
            origin_type="hypocenter",
            comments=[Comment(text="Hypocenter catalog: %s" %
                              record["hypocenter_reference_catalog"],
                              force_resource_id=False)]
        )
        ref_origin.comments[0].resource_id = _get_resource_id(
            record["cmt_event_name"], "comment", tag="ref_origin")
        ref_origin.resource_id = _get_resource_id(record["cmt_event_name"],
                                                  "origin", tag="reforigin")

        cmt_origin = Origin(
            force_resource_id=False,
            longitude=record["centroid_longitude"],
            longitude_errors={
                "uncertainty": record["centroid_longitude_error"]},
            latitude=record["centroid_latitude"],
            latitude_errors={
                "uncertainty": record["centroid_latitude_error"]},
            # Convert to m.
            depth=record["centroid_depth_in_km"] * 1000.0,
            depth_errors={
                "uncertainty": record["centroid_depth_in_km_error"] * 1000},
            time=ref_origin["time"] + record["centroid_time"],
            time_errors={"uncertainty": record["centroid_time_error"]},
            depth_type=record["type_of_centroid_depth"],
            origin_type="centroid",
            time_fixed=False,
            epicenter_fixed=False,
            creation_info=creation_info.copy()
        )
        cmt_origin.resource_id = _get_resource_id(record["cmt_event_name"],
                                                  "origin",
                                                  tag="cmtorigin")
        event.origins = [ref_origin, cmt_origin]
        event.preferred_origin_id = cmt_origin.resource_id.id

        # Create the magnitude object.
        mag = Magnitude(
            force_resource_id=False,
            mag=round(record["Mw"], 2),
            magnitude_type="Mwc",
            origin_id=cmt_origin.resource_id,
            creation_info=creation_info.copy()
        )
        mag.resource_id = _get_resource_id(record["cmt_event_name"],
                                           "magnitude", tag="moment_mag")
        event.magnitudes = [mag]
        event.preferred_magnitude_id = mag.resource_id.id

        # Add the reported mb, MS magnitudes as additional magnitude objects.
        event.magnitudes.append(Magnitude(
            force_resource_id=False,
            mag=record["mb"],
            magnitude_type="mb",
            comments=[Comment(
                force_resource_id=False,
                text="Reported magnitude in NDK file. Most likely 'mb'."
            )]
        ))
        event.magnitudes[-1].comments[-1].resource_id = _get_resource_id(
            record["cmt_event_name"], "comment", tag="mb_magnitude")
        event.magnitudes[-1].resource_id = _get_resource_id(
            record["cmt_event_name"], "magnitude", tag="mb")

        event.magnitudes.append(Magnitude(
            force_resource_id=False,
            mag=record["MS"],
            magnitude_type="MS",
            comments=[Comment(
                force_resource_id=False,
                text="Reported magnitude in NDK file. Most likely 'MS'."
            )]
        ))
        event.magnitudes[-1].comments[-1].resource_id = _get_resource_id(
            record["cmt_event_name"], "comment", tag="MS_magnitude")
        event.magnitudes[-1].resource_id = _get_resource_id(
            record["cmt_event_name"], "magnitude", tag="MS")

        # Take care of the moment tensor.
        tensor = Tensor(
            m_rr=record["m_rr"],
            m_rr_errors={"uncertainty": record["m_rr_error"]},
            m_pp=record["m_pp"],
            m_pp_errors={"uncertainty": record["m_pp_error"]},
            m_tt=record["m_tt"],
            m_tt_errors={"uncertainty": record["m_tt_error"]},
            m_rt=record["m_rt"],
            m_rt_errors={"uncertainty": record["m_rt_error"]},
            m_rp=record["m_rp"],
            m_rp_errors={"uncertainty": record["m_rp_error"]},
            m_tp=record["m_tp"],
            m_tp_errors={"uncertainty": record["m_tp_error"]},
            creation_info=creation_info.copy()
        )
        mt = MomentTensor(
            force_resource_id=False,
            scalar_moment=record["scalar_moment"],
            tensor=tensor,
            data_used=[DataUsed(**i) for i in record["data_used"]],
            inversion_type=record["source_type"],
            source_time_function=SourceTimeFunction(
                type=record["moment_rate_type"],
                duration=record["moment_rate_duration"]
            ),
            derived_origin_id=cmt_origin.resource_id,
            creation_info=creation_info.copy()
        )
        mt.resource_id = _get_resource_id(record["cmt_event_name"],
                                          "momenttensor")
        axis = [Axis(**i) for i in record["principal_axis"]]
        focmec = FocalMechanism(
            force_resource_id=False,
            moment_tensor=mt,
            principal_axes=PrincipalAxes(
                # The ordering is the same as for the IRIS SPUD service and
                # from a website of the Saint Louis University Earthquake
                # center so it should be correct.
                t_axis=axis[0],
                p_axis=axis[2],
                n_axis=axis[1]
            ),
            nodal_planes=NodalPlanes(
                nodal_plane_1=NodalPlane(**record["nodal_plane_1"]),
                nodal_plane_2=NodalPlane(**record["nodal_plane_2"])
            ),
            comments=[
                Comment(force_resource_id=False,
                        text="CMT Analysis Type: %s" %
                             record["cmt_type"].capitalize()),
                Comment(force_resource_id=False,
                        text="CMT Timestamp: %s" %
                             record["cmt_timestamp"])],
            creation_info=creation_info.copy()
        )
        focmec.comments[0].resource_id = _get_resource_id(
            record["cmt_event_name"], "comment", tag="cmt_type")
        focmec.comments[1].resource_id = _get_resource_id(
            record["cmt_event_name"], "comment", tag="cmt_timestamp")
        focmec.resource_id = _get_resource_id(record["cmt_event_name"],
                                              "focal_mechanism")
        event.focal_mechanisms = [focmec]
        event.preferred_focal_mechanism_id = focmec.resource_id.id

        # Set at end to avoid duplicate resource id warning.
        event.resource_id = _get_resource_id(record["cmt_event_name"],
                                             "event")

        cat.append(event)

    if len(cat) == 0:
        msg = "No valid events found in NDK file."
        raise ObsPyNDKException(msg)

    return cat
def get_region(lat, long):
    flinn_engdahl = FlinnEngdahl()
    return flinn_engdahl.get_region(long, lat)