def test_convertDatetime(self):
"""
Tests all time conversion methods.
"""
# These values are created using the Linux "date -u -d @TIMESTRING"
# command. These values are assumed to be correct.
timesdict = {
1234567890: UTCDateTime(2009, 2, 13, 23, 31, 30),
1111111111: UTCDateTime(2005, 3, 18, 1, 58, 31),
1212121212: UTCDateTime(2008, 5, 30, 4, 20, 12),
1313131313: UTCDateTime(2011, 8, 12, 6, 41, 53),
100000: UTCDateTime(1970, 1, 2, 3, 46, 40),
100000.111112: UTCDateTime(1970, 1, 2, 3, 46, 40, 111112),
200000000: UTCDateTime(1976, 5, 3, 19, 33, 20)
}
# Loop over timesdict.
for ts, dt in timesdict.iteritems():
self.assertEqual(dt, util._convertMSTimeToDatetime(ts * 1000000L))
self.assertEqual(ts * 1000000L, util._convertDatetimeToMSTime(dt))
# Additional sanity tests.
# Today.
now = UTCDateTime()
self.assertEqual(now, util._convertMSTimeToDatetime(
util._convertDatetimeToMSTime(now)))
# Some random date.
random.seed(815) # make test reproducable
timestring = random.randint(0, 2000000) * 1e6
self.assertEqual(timestring, util._convertDatetimeToMSTime(
util._convertMSTimeToDatetime(timestring)))
def test_convertDatetime(self):
"""
Tests all time conversion methods.
"""
# These values are created using the Linux "date -u -d @TIMESTRING"
# command. These values are assumed to be correct.
timesdict = {
1234567890: UTCDateTime(2009, 2, 13, 23, 31, 30),
1111111111: UTCDateTime(2005, 3, 18, 1, 58, 31),
1212121212: UTCDateTime(2008, 5, 30, 4, 20, 12),
1313131313: UTCDateTime(2011, 8, 12, 6, 41, 53),
100000: UTCDateTime(1970, 1, 2, 3, 46, 40),
100000.111112: UTCDateTime(1970, 1, 2, 3, 46, 40, 111112),
200000000: UTCDateTime(1976, 5, 3, 19, 33, 20)
}
# Loop over timesdict.
for ts, dt in timesdict.iteritems():
self.assertEqual(dt, util._convertMSTimeToDatetime(ts * 1000000L))
self.assertEqual(ts * 1000000L, util._convertDatetimeToMSTime(dt))
# Additional sanity tests.
# Today.
now = UTCDateTime()
self.assertEqual(
now,
util._convertMSTimeToDatetime(util._convertDatetimeToMSTime(now)))
# Some random date.
random.seed(815) # make test reproducable
timestring = random.randint(0, 2000000) * 1e6
self.assertEqual(
timestring,
util._convertDatetimeToMSTime(
util._convertMSTimeToDatetime(timestring)))
def __init__(self, trace, data, dataquality):
"""
The init function requires a ObsPy Trace object which will be used to
fill self.mstg.
"""
self.mst = clibmseed.mst_init(None)
# Figure out the datatypes.
sampletype = SAMPLETYPE[data.dtype.type]
# Set the header values.
self.mst.contents.network = trace.stats.network.encode("ascii", "strict")
self.mst.contents.station = trace.stats.station.encode("ascii", "strict")
self.mst.contents.location = trace.stats.location.encode("ascii", "strict")
self.mst.contents.channel = trace.stats.channel.encode("ascii", "strict")
self.mst.contents.dataquality = dataquality.encode("ascii", "strict")
self.mst.contents.type = b"\x00"
self.mst.contents.starttime = util._convertDatetimeToMSTime(trace.stats.starttime)
self.mst.contents.endtime = util._convertDatetimeToMSTime(trace.stats.endtime)
self.mst.contents.samprate = trace.stats.sampling_rate
self.mst.contents.samplecnt = trace.stats.npts
self.mst.contents.numsamples = trace.stats.npts
self.mst.contents.sampletype = sampletype.encode("ascii", "strict")
# libmseed expects data in the native byte order.
if data.dtype.byteorder != "=":
data = data.byteswap()
# Copy the data. The copy appears to be necessary so that Python's
# garbage collection does not interfere it.
bytecount = data.itemsize * data.size
self.mst.contents.datasamples = clibmseed.allocate_bytes(bytecount)
C.memmove(self.mst.contents.datasamples, data.ctypes.get_data(), bytecount)
def __init__(self, trace, data, dataquality):
"""
The init function requires a ObsPy Trace object which will be used to
fill self.mstg.
"""
self.mst = clibmseed.mst_init(None)
# Figure out the datatypes.
sampletype = SAMPLETYPE[data.dtype.type]
# Set the header values.
self.mst.contents.network = trace.stats.network.\
encode('ascii', 'strict')
self.mst.contents.station = trace.stats.station.\
encode('ascii', 'strict')
self.mst.contents.location = trace.stats.location.\
encode('ascii', 'strict')
self.mst.contents.channel = trace.stats.channel.\
encode('ascii', 'strict')
self.mst.contents.dataquality = dataquality.encode('ascii', 'strict')
self.mst.contents.type = b'\x00'
self.mst.contents.starttime = \
util._convertDatetimeToMSTime(trace.stats.starttime)
self.mst.contents.endtime = \
util._convertDatetimeToMSTime(trace.stats.endtime)
self.mst.contents.samprate = trace.stats.sampling_rate
self.mst.contents.samplecnt = trace.stats.npts
self.mst.contents.numsamples = trace.stats.npts
self.mst.contents.sampletype = sampletype.encode('ascii', 'strict')
# libmseed expects data in the native byte order.
if data.dtype.byteorder != "=":
data = data.byteswap()
# Copy the data. The copy appears to be necessary so that Python's
# garbage collection does not interfere it.
bytecount = data.itemsize * data.size
self.mst.contents.datasamples = clibmseed.allocate_bytes(bytecount)
C.memmove(self.mst.contents.datasamples, data.ctypes.get_data(),
bytecount)
def test_readGappyFile(self):
"""
Compares waveform data read by obspy.mseed with an ASCII dump.
Checks the first 9 datasamples of each entry in trace_list of
gaps.mseed. The values are assumed to be correct. The first values
were created using Pitsa.
XXX: This tests is a straight port from an old libmseed test. Redundant
to some other tests.
"""
mseed_file = os.path.join(self.path, 'data', unicode('gaps.mseed'))
# list of known data samples
starttime = [
1199145599915000L, 1199145604035000L, 1199145610215000L,
1199145618455000L
]
datalist = [[-363, -382, -388, -420, -417, -397, -418, -390, -388],
[-427, -416, -393, -430, -426, -407, -401, -422, -439],
[-396, -399, -387, -384, -393, -380, -365, -394, -426],
[-389, -428, -409, -389, -388, -405, -390, -368, -368]]
i = 0
stream = readMSEED(mseed_file)
for trace in stream:
self.assertEqual('BGLD', trace.stats.station)
self.assertEqual('EHE', trace.stats.channel)
self.assertEqual(200, trace.stats.sampling_rate)
self.assertEqual(
starttime[i],
util._convertDatetimeToMSTime(trace.stats.starttime))
self.assertEqual(datalist[i], trace.data[0:9].tolist())
i += 1
del stream
# Also test unicode filenames.
mseed_filenames = [
unicode('BW.BGLD.__.EHE.D.2008.001.first_record'),
unicode('qualityflags.mseed'),
unicode('test.mseed'),
unicode('timingquality.mseed')
]
samprate = [200.0, 200.0, 40.0, 200.0]
station = ['BGLD', 'BGLD', 'HGN', 'BGLD']
npts = [412, 412, 11947, 41604, 1]
for i, _f in enumerate(mseed_filenames):
filename = os.path.join(self.path, 'data', _f)
stream = readMSEED(filename)
self.assertEqual(samprate[i], stream[0].stats.sampling_rate)
self.assertEqual(station[i], stream[0].stats.station)
self.assertEqual(npts[i], stream[0].stats.npts)
self.assertEqual(npts[i], len(stream[0].data))
del stream
def test_readGappyFile(self):
"""
Compares waveform data read by obspy.mseed with an ASCII dump.
Checks the first 9 datasamples of each entry in trace_list of
gaps.mseed. The values are assumed to be correct. The first values
were created using Pitsa.
XXX: This tests is a straight port from an old libmseed test. Redundant
to some other tests.
"""
mseed_file = os.path.join(self.path, 'data', str('gaps.mseed'))
# list of known data samples
starttime = [1199145599915000, 1199145604035000, 1199145610215000,
1199145618455000]
datalist = [[-363, -382, -388, -420, -417, -397, -418, -390, -388],
[-427, -416, -393, -430, -426, -407, -401, -422, -439],
[-396, -399, -387, -384, -393, -380, -365, -394, -426],
[-389, -428, -409, -389, -388, -405, -390, -368, -368]]
i = 0
stream = readMSEED(mseed_file)
for trace in stream:
self.assertEqual('BGLD', trace.stats.station)
self.assertEqual('EHE', trace.stats.channel)
self.assertEqual(200, trace.stats.sampling_rate)
self.assertEqual(
starttime[i],
util._convertDatetimeToMSTime(trace.stats.starttime))
self.assertEqual(datalist[i], trace.data[0:9].tolist())
i += 1
del stream
# Also test unicode filenames.
mseed_filenames = [str('BW.BGLD.__.EHE.D.2008.001.first_record'),
str('qualityflags.mseed'),
str('test.mseed'),
str('timingquality.mseed')]
samprate = [200.0, 200.0, 40.0, 200.0]
station = ['BGLD', 'BGLD', 'HGN', 'BGLD']
npts = [412, 412, 11947, 41604, 1]
for i, _f in enumerate(mseed_filenames):
filename = os.path.join(self.path, 'data', _f)
stream = readMSEED(filename)
self.assertEqual(samprate[i], stream[0].stats.sampling_rate)
self.assertEqual(station[i], stream[0].stats.station)
self.assertEqual(npts[i], stream[0].stats.npts)
self.assertEqual(npts[i], len(stream[0].data))
del stream
def writeMSEED(stream,
filename,
encoding=None,
reclen=None,
byteorder=None,
flush=True,
verbose=0,
**_kwargs):
"""
Write Mini-SEED file from a Stream object.
.. warning::
This function should NOT be called directly, it registers via the
the :meth:`~obspy.core.stream.Stream.write` method of an
ObsPy :class:`~obspy.core.stream.Stream` object, call this instead.
:type stream: :class:`~obspy.core.stream.Stream`
:param stream: A Stream object.
:type filename: str
:param filename: Name of the output file or a file-like object.
:type encoding: int or str, optional
:param encoding: Should be set to one of the following supported Mini-SEED
data encoding formats: ``ASCII`` (``0``)*, ``INT16`` (``1``),
``INT32`` (``3``), ``FLOAT32`` (``4``)*, ``FLOAT64`` (``5``)*,
``STEIM1`` (``10``) and ``STEIM2`` (``11``)*. If no encoding is given
it will be derived from the dtype of the data and the appropriate
default encoding (depicted with an asterix) will be chosen.
:type reclen: int, optional
:param reclen: Should be set to the desired data record length in bytes
which must be expressible as 2 raised to the power of X where X is
between (and including) 8 to 20.
Defaults to 4096
:type byteorder: int or str, optional
:param byteorder: Must be either ``0`` or ``'<'`` for LSBF or
little-endian, ``1`` or ``'>'`` for MBF or big-endian. ``'='`` is the
native byte order. If ``-1`` it will be passed directly to libmseed
which will also default it to big endian. Defaults to big endian.
:type flush: bool, optional
:param flush: If ``True``, all data will be packed into records. If
``False`` new records will only be created when there is enough data to
completely fill a record. Be careful with this. If in doubt, choose
``True`` which is also the default value.
:type verbose: int, optional
:param verbose: Controls verbosity, a value of ``0`` will result in no
diagnostic output.
.. note::
The ``reclen``, ``encoding`` and ``byteorder`` keyword arguments can be
set in the ``stats.mseed`` of each :class:`~obspy.core.trace.Trace` as
well as ``kwargs`` of this function. If both are given the ``kwargs``
will be used.
.. rubric:: Example
>>> from obspy import read
>>> st = read()
>>> st.write('filename.mseed', format='MSEED') # doctest: +SKIP
"""
# Map flush and verbose flags.
if flush:
flush = 1
else:
flush = 0
if not verbose:
verbose = 0
if verbose is True:
verbose = 1
# Some sanity checks for the keyword arguments.
if reclen is not None and reclen not in VALID_RECORD_LENGTHS:
msg = 'Invalid record length. The record length must be a value\n' + \
'of 2 to the power of X where 8 <= X <= 20.'
raise ValueError(msg)
if byteorder is not None and byteorder not in [0, 1, -1]:
if byteorder == '=':
byteorder = NATIVE_BYTEORDER
# If not elif because NATIVE_BYTEORDER is '<' or '>'.
if byteorder == '<':
byteorder = 0
elif byteorder == '>':
byteorder = 1
else:
msg = "Invalid byte order. It must be either '<', '>', '=', " + \
"0, 1 or -1"
raise ValueError(msg)
if encoding is not None:
encoding = util._convert_and_check_encoding_for_writing(encoding)
trace_attributes = []
use_blkt_1001 = 0
# The data might need to be modified. To not modify the input data keep
# references of which data to finally write.
trace_data = []
# Loop over every trace and figure out the correct settings.
for _i, trace in enumerate(stream):
# Create temporary dict for storing information while writing.
trace_attr = {}
trace_attributes.append(trace_attr)
# Figure out whether or not to use Blockette 1001. This check is done
# once to ensure that Blockette 1001 is either written for every record
# in the file or for none. It checks the starttime as well as the
# sampling rate. If either one has a precision of more than 100
# microseconds, Blockette 1001 will be written for every record.
starttime = util._convertDatetimeToMSTime(trace.stats.starttime)
if starttime % 100 != 0 or \
(1.0 / trace.stats.sampling_rate * HPTMODULUS) % 100 != 0:
use_blkt_1001 += 1
# Determine if a blockette 100 will be needed to represent the input
# sample rate or if the sample rate in the fixed section of the data
# header will suffice (see ms_genfactmult in libmseed/genutils.c)
if trace.stats.sampling_rate >= 32727.0 or \
trace.stats.sampling_rate <= (1.0 / 32727.0):
use_blkt_100 = True
else:
use_blkt_100 = False
# Set data quality to indeterminate (= D) if it is not already set.
try:
trace_attr['dataquality'] = \
trace.stats['mseed']['dataquality'].upper()
except:
trace_attr['dataquality'] = 'D'
# Sanity check for the dataquality to get a nice Python exception
# instead of a C error.
if trace_attr['dataquality'] not in ['D', 'R', 'Q', 'M']:
msg = 'Invalid dataquality in Stream[%i].stats' % _i + \
'.mseed.dataquality\n' + \
'The dataquality for Mini-SEED must be either D, R, Q ' + \
'or M. See the SEED manual for further information.'
raise ValueError(msg)
# Check that data is of the right type.
if not isinstance(trace.data, np.ndarray):
msg = "Unsupported data type %s" % type(trace.data) + \
" for Stream[%i].data." % _i
raise ValueError(msg)
# Check if ndarray is contiguous (see #192, #193)
if not trace.data.flags.c_contiguous:
msg = "Detected non contiguous data array in Stream[%i]" % _i + \
".data. Trying to fix array."
warnings.warn(msg)
trace.data = np.ascontiguousarray(trace.data)
# Handle the record length.
if reclen is not None:
trace_attr['reclen'] = reclen
elif hasattr(trace.stats, 'mseed') and \
hasattr(trace.stats.mseed, 'record_length'):
if trace.stats.mseed.record_length in VALID_RECORD_LENGTHS:
trace_attr['reclen'] = trace.stats.mseed.record_length
else:
msg = 'Invalid record length in Stream[%i].stats.' % _i + \
'mseed.reclen.\nThe record length must be a value ' + \
'of 2 to the power of X where 8 <= X <= 20.'
raise ValueError(msg)
else:
trace_attr['reclen'] = 4096
# Handle the byte order.
if byteorder is not None:
trace_attr['byteorder'] = byteorder
elif hasattr(trace.stats, 'mseed') and \
hasattr(trace.stats.mseed, 'byteorder'):
if trace.stats.mseed.byteorder in [0, 1, -1]:
trace_attr['byteorder'] = trace.stats.mseed.byteorder
elif trace.stats.mseed.byteorder == '=':
if NATIVE_BYTEORDER == '<':
trace_attr['byteorder'] = 0
else:
trace_attr['byteorder'] = 1
elif trace.stats.mseed.byteorder == '<':
trace_attr['byteorder'] = 0
elif trace.stats.mseed.byteorder == '>':
trace_attr['byteorder'] = 1
else:
msg = "Invalid byteorder in Stream[%i].stats." % _i + \
"mseed.byteorder. It must be either '<', '>', '='," + \
" 0, 1 or -1"
raise ValueError(msg)
else:
trace_attr['byteorder'] = 1
if trace_attr['byteorder'] == -1:
if NATIVE_BYTEORDER == '<':
trace_attr['byteorder'] = 0
else:
trace_attr['byteorder'] = 1
# Handle the encoding.
trace_attr['encoding'] = None
# If encoding arrives here it is already guaranteed to be a valid
# integer encoding.
if encoding is not None:
# Check if the dtype for all traces is compatible with the enforced
# encoding.
id, _, dtype, _ = ENCODINGS[encoding]
if trace.data.dtype.type != dtype:
msg = """
Wrong dtype for Stream[%i].data for encoding %s.
Please change the dtype of your data or use an appropriate
encoding. See the obspy.mseed documentation for more
information.
""" % (_i, id)
raise Exception(msg)
trace_attr['encoding'] = encoding
elif hasattr(trace.stats, 'mseed') and hasattr(trace.stats.mseed,
'encoding'):
trace_attr["encoding"] = \
util._convert_and_check_encoding_for_writing(
trace.stats.mseed.encoding)
# Check if the encoding matches the data's dtype.
if trace.data.dtype.type != ENCODINGS[trace_attr['encoding']][2]:
msg = 'The encoding specified in ' + \
'trace.stats.mseed.encoding does not match the ' + \
'dtype of the data.\nA suitable encoding will ' + \
'be chosen.'
warnings.warn(msg, UserWarning)
trace_attr['encoding'] = None
# automatically detect encoding if no encoding is given.
if not trace_attr['encoding']:
if trace.data.dtype.type == np.int32:
trace_attr['encoding'] = 11
elif trace.data.dtype.type == np.float32:
trace_attr['encoding'] = 4
elif trace.data.dtype.type == np.float64:
trace_attr['encoding'] = 5
elif trace.data.dtype.type == np.int16:
trace_attr['encoding'] = 1
elif trace.data.dtype.type == np.dtype(native_str('|S1')).type:
trace_attr['encoding'] = 0
else:
msg = "Unsupported data type %s in Stream[%i].data" % \
(trace.data.dtype, _i)
raise Exception(msg)
# Convert data if necessary, otherwise store references in list.
if trace_attr['encoding'] == 1:
# INT16 needs INT32 data type
trace_data.append(trace.data.copy().astype(np.int32))
else:
trace_data.append(trace.data)
# Do some final sanity checks and raise a warning if a file will be written
# with more than one different encoding, record length or byte order.
encodings = set([_i['encoding'] for _i in trace_attributes])
reclens = set([_i['reclen'] for _i in trace_attributes])
byteorders = set([_i['byteorder'] for _i in trace_attributes])
msg = 'File will be written with more than one different %s.\n' + \
'This might have a negative influence on the compatibility ' + \
'with other programs.'
if len(encodings) != 1:
warnings.warn(msg % 'encodings')
if len(reclens) != 1:
warnings.warn(msg % 'record lengths')
if len(byteorders) != 1:
warnings.warn(msg % 'byteorders')
# Open filehandler or use an existing file like object.
if not hasattr(filename, 'write'):
f = open(filename, 'wb')
else:
f = filename
# Loop over every trace and finally write it to the filehandler.
for trace, data, trace_attr in zip(stream, trace_data, trace_attributes):
if not len(data):
msg = 'Skipping empty trace "%s".' % (trace)
warnings.warn(msg)
continue
# Create C struct MSTrace.
mst = MST(trace, data, dataquality=trace_attr['dataquality'])
# Initialize packedsamples pointer for the mst_pack function
packedsamples = C.c_int()
# Callback function for mst_pack to actually write the file
def record_handler(record, reclen, _stream):
f.write(record[0:reclen])
# Define Python callback function for use in C function
recHandler = C.CFUNCTYPE(C.c_void_p, C.POINTER(C.c_char), C.c_int,
C.c_void_p)(record_handler)
# Fill up msr record structure, this is already contained in
# mstg, however if blk1001 is set we need it anyway
msr = clibmseed.msr_init(None)
msr.contents.network = trace.stats.network.encode('ascii', 'strict')
msr.contents.station = trace.stats.station.encode('ascii', 'strict')
msr.contents.location = trace.stats.location.encode('ascii', 'strict')
msr.contents.channel = trace.stats.channel.encode('ascii', 'strict')
msr.contents.dataquality = trace_attr['dataquality'].\
encode('ascii', 'strict')
# Only use Blockette 1001 if necessary.
if use_blkt_1001:
size = C.sizeof(blkt_1001_s)
blkt1001 = C.c_char(b' ')
C.memset(C.pointer(blkt1001), 0, size)
ret_val = clibmseed.msr_addblockette(msr, C.pointer(blkt1001),
size, 1001, 0)
# Usually returns a pointer to the added blockette in the
# blockette link chain and a NULL pointer if it fails.
# NULL pointers have a false boolean value according to the
# ctypes manual.
if bool(ret_val) is False:
clibmseed.msr_free(C.pointer(msr))
del msr
raise Exception('Error in msr_addblockette')
# Only use Blockette 100 if necessary.
if use_blkt_100:
size = C.sizeof(blkt_100_s)
blkt100 = C.c_char(b' ')
C.memset(C.pointer(blkt100), 0, size)
ret_val = clibmseed.msr_addblockette(msr, C.pointer(blkt100), size,
100, 0) # NOQA
# Usually returns a pointer to the added blockette in the
# blockette link chain and a NULL pointer if it fails.
# NULL pointers have a false boolean value according to the
# ctypes manual.
if bool(ret_val) is False:
clibmseed.msr_free(C.pointer(msr)) # NOQA
del msr # NOQA
raise Exception('Error in msr_addblockette')
# Pack mstg into a MSEED file using the callback record_handler as
# write method.
errcode = clibmseed.mst_pack(mst.mst, recHandler, None,
trace_attr['reclen'],
trace_attr['encoding'],
trace_attr['byteorder'],
C.byref(packedsamples), flush, verbose,
msr) # NOQA
if errcode == 0:
msg = ("Did not write any data for trace '%s' even though it "
"contains data values.") % trace
raise ValueError(msg)
if errcode == -1:
clibmseed.msr_free(C.pointer(msr)) # NOQA
del mst, msr # NOQA
raise Exception('Error in mst_pack')
# Deallocate any allocated memory.
clibmseed.msr_free(C.pointer(msr)) # NOQA
del mst, msr # NOQA
# Close if its a file handler.
if not hasattr(filename, 'write'):
f.close()
def readMSEED(mseed_object,
starttime=None,
endtime=None,
headonly=False,
sourcename=None,
reclen=None,
details=False,
header_byteorder=None,
verbose=None,
**kwargs):
"""
Reads a Mini-SEED file and returns a Stream object.
.. warning::
This function should NOT be called directly, it registers via the
ObsPy :func:`~obspy.core.stream.read` function, call this instead.
:param mseed_object: Filename or open file like object that contains the
binary Mini-SEED data. Any object that provides a read() method will be
considered to be a file like object.
:type starttime: :class:`~obspy.core.utcdatetime.UTCDateTime`
:param starttime: Only read data samples after or at the start time.
:type endtime: :class:`~obspy.core.utcdatetime.UTCDateTime`
:param endtime: Only read data samples before or at the end time.
:param headonly: Determines whether or not to unpack the data or just
read the headers.
:type sourcename: str
:param sourcename: Source name has to have the structure
'network.station.location.channel' and can contain globbing characters.
Defaults to ``None``.
:param reclen: If it is None, it will be automatically determined for every
record. If it is known, just set it to the record length in bytes which
will increase the reading speed slightly.
:type details: bool, optional
:param details: If ``True`` read additional information: timing quality
and availability of calibration information.
Note, that the traces are then also split on these additional
information. Thus the number of traces in a stream will change.
Details are stored in the mseed stats AttribDict of each trace.
-1 specifies for both cases, that these information is not available.
``timing_quality`` specifies the timing quality from 0 to 100 [%].
``calibration_type`` specifies the type of available calibration
information: 1 == Step Calibration, 2 == Sine Calibration, 3 ==
Pseudo-random Calibration, 4 == Generic Calibration and -2 ==
Calibration Abort.
:type header_byteorder: int or str, optional
:param header_byteorder: Must be either ``0`` or ``'<'`` for LSBF or
little-endian, ``1`` or ``'>'`` for MBF or big-endian. ``'='`` is the
native byte order. Used to enforce the header byte order. Useful in
some rare cases where the automatic byte order detection fails.
.. rubric:: Example
>>> from obspy import read
>>> st = read("/path/to/two_channels.mseed")
>>> print(st) # doctest: +ELLIPSIS
2 Trace(s) in Stream:
BW.UH3..EHE | 2010-06-20T00:00:00.279999Z - ... | 200.0 Hz, 386 samples
BW.UH3..EHZ | 2010-06-20T00:00:00.279999Z - ... | 200.0 Hz, 386 samples
>>> from obspy import UTCDateTime
>>> st = read("/path/to/test.mseed",
... starttime=UTCDateTime("2003-05-29T02:16:00"),
... selection="NL.*.*.?HZ")
>>> print(st) # doctest: +ELLIPSIS
1 Trace(s) in Stream:
NL.HGN.00.BHZ | 2003-05-29T02:15:59.993400Z - ... | 40.0 Hz, 5629 samples
"""
# Parse the headonly and reclen flags.
if headonly is True:
unpack_data = 0
else:
unpack_data = 1
if reclen is None:
reclen = -1
elif reclen not in VALID_RECORD_LENGTHS:
msg = 'Invalid record length. Autodetection will be used.'
warnings.warn(msg)
reclen = -1
# Determine the byte order.
if header_byteorder == "=":
header_byteorder = NATIVE_BYTEORDER
if header_byteorder is None:
header_byteorder = -1
elif header_byteorder in [0, "0", "<"]:
header_byteorder = 0
elif header_byteorder in [1, "1", ">"]:
header_byteorder = 1
# The quality flag is no more supported. Raise a warning.
if 'quality' in kwargs:
msg = 'The quality flag is no longer supported in this version of ' + \
'obspy.mseed. obspy.mseed.util has some functions with similar' + \
' behavior.'
warnings.warn(msg, category=DeprecationWarning)
# Parse some information about the file.
if header_byteorder == 0:
bo = "<"
elif header_byteorder > 0:
bo = ">"
else:
bo = None
info = util.getRecordInformation(mseed_object, endian=bo)
# Map the encoding to a readable string value.
if info["encoding"] in ENCODINGS:
info['encoding'] = ENCODINGS[info['encoding']][0]
elif info["encoding"] in UNSUPPORTED_ENCODINGS:
msg = ("Encoding '%s' (%i) is not supported by ObsPy. Please send "
"the file to the ObsPy developers so that we can add "
"support for it.") % \
(UNSUPPORTED_ENCODINGS[info['encoding']], info['encoding'])
raise ValueError(msg)
else:
msg = "Encoding '%i' is not a valid MiniSEED encoding." % \
info['encoding']
raise ValueError(msg)
# Only keep information relevant for the whole file.
info = {
'encoding': info['encoding'],
'filesize': info['filesize'],
'record_length': info['record_length'],
'byteorder': info['byteorder'],
'number_of_records': info['number_of_records']
}
# If its a filename just read it.
if isinstance(mseed_object, (str, native_str)):
# Read to NumPy array which is used as a buffer.
buffer = np.fromfile(mseed_object, dtype=np.int8)
elif hasattr(mseed_object, 'read'):
buffer = np.fromstring(mseed_object.read(), dtype=np.int8)
# Get the record length
try:
record_length = pow(2, int(''.join([chr(_i) for _i in buffer[19:21]])))
except ValueError:
record_length = 4096
# Search for data records and pass only the data part to the underlying C
# routine.
offset = 0
# 0 to 9 are defined in a row in the ASCII charset.
min_ascii = ord('0')
# Small function to check whether an array of ASCII values contains only
# digits.
isdigit = lambda x: True if (x - min_ascii).max() <= 9 else False
while True:
# This should never happen
if (isdigit(buffer[offset:offset + 6]) is False) or \
(buffer[offset + 6] not in VALID_CONTROL_HEADERS):
msg = 'Not a valid (Mini-)SEED file'
raise Exception(msg)
elif buffer[offset + 6] in SEED_CONTROL_HEADERS:
offset += record_length
continue
break
buffer = buffer[offset:]
buflen = len(buffer)
# If no selection is given pass None to the C function.
if starttime is None and endtime is None and sourcename is None:
selections = None
else:
select_time = SelectTime()
selections = Selections()
selections.timewindows.contents = select_time
if starttime is not None:
if not isinstance(starttime, UTCDateTime):
msg = 'starttime needs to be a UTCDateTime object'
raise ValueError(msg)
selections.timewindows.contents.starttime = \
util._convertDatetimeToMSTime(starttime)
else:
# HPTERROR results in no starttime.
selections.timewindows.contents.starttime = HPTERROR
if endtime is not None:
if not isinstance(endtime, UTCDateTime):
msg = 'endtime needs to be a UTCDateTime object'
raise ValueError(msg)
selections.timewindows.contents.endtime = \
util._convertDatetimeToMSTime(endtime)
else:
# HPTERROR results in no starttime.
selections.timewindows.contents.endtime = HPTERROR
if sourcename is not None:
if not isinstance(sourcename, (str, native_str)):
msg = 'sourcename needs to be a string'
raise ValueError(msg)
# libmseed uses underscores as separators and allows filtering
# after the dataquality which is disabled here to not confuse
# users. (* == all data qualities)
selections.srcname = (sourcename.replace('.', '_') + '_*').\
encode('ascii', 'ignore')
else:
selections.srcname = b'*'
all_data = []
# Use a callback function to allocate the memory and keep track of the
# data.
def allocate_data(samplecount, sampletype):
# Enhanced sanity checking for libmseed 2.10 can result in the
# sampletype not being set. Just return an empty array in this case.
if sampletype == b"\x00":
data = np.empty(0)
else:
data = np.empty(samplecount, dtype=DATATYPES[sampletype])
all_data.append(data)
return data.ctypes.data
# XXX: Do this properly!
# Define Python callback function for use in C function. Return a long so
# it hopefully works on 32 and 64 bit systems.
allocData = C.CFUNCTYPE(C.c_long, C.c_int, C.c_char)(allocate_data)
def log_error_or_warning(msg):
if msg.startswith(b"ERROR: "):
raise InternalMSEEDReadingError(msg[7:].strip())
if msg.startswith(b"INFO: "):
msg = msg[6:].strip()
# Append the offset of the full SEED header if necessary. That way
# the C code does not have to deal with it.
if offset and "offset" in msg:
msg = ("%s The file contains a %i byte dataless part at the "
"beginning. Make sure to add that to the reported "
"offset to get the actual location in the file." %
(msg, offset))
warnings.warn(msg, InternalMSEEDReadingWarning)
diag_print = C.CFUNCTYPE(C.c_void_p, C.c_char_p)(log_error_or_warning)
def log_message(msg):
print(msg[6:].strip())
log_print = C.CFUNCTYPE(C.c_void_p, C.c_char_p)(log_message)
try:
verbose = int(verbose)
except:
verbose = 0
lil = clibmseed.readMSEEDBuffer(buffer, buflen, selections,
C.c_int8(unpack_data), reclen,
C.c_int8(verbose), C.c_int8(details),
header_byteorder, allocData, diag_print,
log_print)
# XXX: Check if the freeing works.
del selections
traces = []
try:
currentID = lil.contents
# Return stream if not traces are found.
except ValueError:
clibmseed.lil_free(lil)
del lil
return Stream()
while True:
# Init header with the essential information.
header = {
'network': currentID.network.strip(),
'station': currentID.station.strip(),
'location': currentID.location.strip(),
'channel': currentID.channel.strip(),
'mseed': {
'dataquality': currentID.dataquality
}
}
# Loop over segments.
try:
currentSegment = currentID.firstSegment.contents
except ValueError:
break
while True:
header['sampling_rate'] = currentSegment.samprate
header['starttime'] = \
util._convertMSTimeToDatetime(currentSegment.starttime)
# TODO: write support is missing
if details:
timing_quality = currentSegment.timing_quality
if timing_quality == 0xFF: # 0xFF is mask for not known timing
timing_quality = -1
header['mseed']['timing_quality'] = timing_quality
header['mseed']['calibration_type'] = \
currentSegment.calibration_type
if headonly is False:
# The data always will be in sequential order.
data = all_data.pop(0)
header['npts'] = len(data)
else:
data = np.array([])
header['npts'] = currentSegment.samplecnt
# Make sure to init the number of samples.
# Py3k: convert to unicode
header['mseed'] = dict(
(k, v.decode()) if isinstance(v, bytes) else (k, v)
for k, v in header['mseed'].items())
header = dict((k, v.decode()) if isinstance(v, bytes) else (k, v)
for k, v in header.items())
trace = Trace(header=header, data=data)
# Append information.
for key, value in info.items():
setattr(trace.stats.mseed, key, value)
traces.append(trace)
# A Null pointer access results in a ValueError
try:
currentSegment = currentSegment.next.contents
except ValueError:
break
try:
currentID = currentID.next.contents
except ValueError:
break
clibmseed.lil_free(lil) # NOQA
del lil # NOQA
return Stream(traces=traces)
def writeMSEED(stream, filename, encoding=None, reclen=None, byteorder=None,
sequence_number=None, flush=True, verbose=0, **_kwargs):
"""
Write Mini-SEED file from a Stream object.
.. warning::
This function should NOT be called directly, it registers via the
the :meth:`~obspy.core.stream.Stream.write` method of an
ObsPy :class:`~obspy.core.stream.Stream` object, call this instead.
:type stream: :class:`~obspy.core.stream.Stream`
:param stream: A Stream object.
:type filename: str
:param filename: Name of the output file or a file-like object.
:type encoding: int or str, optional
:param encoding: Should be set to one of the following supported Mini-SEED
data encoding formats: ``ASCII`` (``0``)*, ``INT16`` (``1``),
``INT32`` (``3``), ``FLOAT32`` (``4``)*, ``FLOAT64`` (``5``)*,
``STEIM1`` (``10``) and ``STEIM2`` (``11``)*. If no encoding is given
it will be derived from the dtype of the data and the appropriate
default encoding (depicted with an asterix) will be chosen.
:type reclen: int, optional
:param reclen: Should be set to the desired data record length in bytes
which must be expressible as 2 raised to the power of X where X is
between (and including) 8 to 20.
Defaults to 4096
:type byteorder: int or str, optional
:param byteorder: Must be either ``0`` or ``'<'`` for LSBF or
little-endian, ``1`` or ``'>'`` for MBF or big-endian. ``'='`` is the
native byte order. If ``-1`` it will be passed directly to libmseed
which will also default it to big endian. Defaults to big endian.
:type sequence_number: int, optional
:param sequence_number: Must be an integer ranging between 1 and 999999.
Represents the sequence count of the first record of each Trace.
Defaults to 1.
:type flush: bool, optional
:param flush: If ``True``, all data will be packed into records. If
``False`` new records will only be created when there is enough data to
completely fill a record. Be careful with this. If in doubt, choose
``True`` which is also the default value.
:type verbose: int, optional
:param verbose: Controls verbosity, a value of ``0`` will result in no
diagnostic output.
.. note::
The ``reclen``, ``encoding``, ``byteorder`` and ``sequence_count``
keyword arguments can be set in the ``stats.mseed`` of
each :class:`~obspy.core.trace.Trace` as well as ``kwargs`` of this
function. If both are given the ``kwargs`` will be used.
The ``stats.mseed.blkt1001.timing_quality`` value will also be written
if it is set.
The ``stats.mseed.blkt1001.timing_quality`` value will also be written
if it is set.
.. rubric:: Example
>>> from obspy import read
>>> st = read()
>>> st.write('filename.mseed', format='MSEED') # doctest: +SKIP
"""
# Map flush and verbose flags.
if flush:
flush = 1
else:
flush = 0
if not verbose:
verbose = 0
if verbose is True:
verbose = 1
# Some sanity checks for the keyword arguments.
if reclen is not None and reclen not in VALID_RECORD_LENGTHS:
msg = 'Invalid record length. The record length must be a value\n' + \
'of 2 to the power of X where 8 <= X <= 20.'
raise ValueError(msg)
if byteorder is not None and byteorder not in [0, 1, -1]:
if byteorder == '=':
byteorder = NATIVE_BYTEORDER
# If not elif because NATIVE_BYTEORDER is '<' or '>'.
if byteorder == '<':
byteorder = 0
elif byteorder == '>':
byteorder = 1
else:
msg = "Invalid byte order. It must be either '<', '>', '=', " + \
"0, 1 or -1"
raise ValueError(msg)
if encoding is not None:
encoding = util._convert_and_check_encoding_for_writing(encoding)
if sequence_number is not None:
# Check sequence number type
try:
sequence_number = int(sequence_number)
# Check sequence number value
if sequence_number < 1 or sequence_number > 999999:
raise ValueError("Sequence number out of range. It must be " +
" between 1 and 999999.")
except (TypeError, ValueError):
msg = "Invalid sequence number. It must be an integer ranging " +\
"from 1 to 999999."
raise ValueError(msg)
trace_attributes = []
use_blkt_1001 = False
# The data might need to be modified. To not modify the input data keep
# references of which data to finally write.
trace_data = []
# Loop over every trace and figure out the correct settings.
for _i, trace in enumerate(stream):
# Create temporary dict for storing information while writing.
trace_attr = {}
trace_attributes.append(trace_attr)
# Figure out whether or not to use Blockette 1001. This check is done
# once to ensure that Blockette 1001 is either written for every record
# in the file or for none. It checks the starttime, the sampling rate
# and the timing quality. If starttime or sampling rate has a precision
# of more than 100 microseconds, or if timing quality is set, \
# Blockette 1001 will be written for every record.
starttime = util._convertDatetimeToMSTime(trace.stats.starttime)
if starttime % 100 != 0 or \
(1.0 / trace.stats.sampling_rate * HPTMODULUS) % 100 != 0:
use_blkt_1001 = True
if hasattr(trace.stats, 'mseed') and \
hasattr(trace.stats['mseed'], 'blkt1001') and \
hasattr(trace.stats['mseed']['blkt1001'], 'timing_quality'):
timing_quality = trace.stats['mseed']['blkt1001']['timing_quality']
# Check timing quality type
try:
timing_quality = int(timing_quality)
if timing_quality < 0 or timing_quality > 100:
raise ValueError("Timing quality out of range. It must be "
+ "between 0 and 100.")
except ValueError:
msg = "Invalid timing quality in Stream[%i].stats." % _i + \
"mseed.timing_quality. It must be an integer ranging" + \
" from 0 to 100"
raise ValueError(msg)
trace_attr['timing_quality'] = timing_quality
use_blkt_1001 = True
else:
trace_attr['timing_quality'] = timing_quality = 0
# Determine if a blockette 100 will be needed to represent the input
# sample rate or if the sample rate in the fixed section of the data
# header will suffice (see ms_genfactmult in libmseed/genutils.c)
if trace.stats.sampling_rate >= 32727.0 or \
trace.stats.sampling_rate <= (1.0 / 32727.0):
use_blkt_100 = True
else:
use_blkt_100 = False
if sequence_number is not None:
trace_attr['sequence_number'] = sequence_number
elif hasattr(trace.stats, 'mseed') and \
hasattr(trace.stats['mseed'], 'sequence_number'):
sequence_number = trace.stats['mseed']['sequence_number']
# Check sequence number type
try:
sequence_number = int(sequence_number)
# Check sequence number value
if sequence_number < 1 or sequence_number > 999999:
raise ValueError("Sequence number out of range in " +
"Stream[%i].stats. It must be between " +
"1 and 999999.")
except (TypeError, ValueError):
msg = "Invalid sequence number in Stream[%i].stats." % _i +\
"mseed.sequence_number. It must be an integer ranging" +\
" from 1 to 999999."
raise ValueError(msg)
trace_attr['sequence_number'] = sequence_number
else:
trace_attr['sequence_number'] = sequence_number = 1
# Set data quality to indeterminate (= D) if it is not already set.
try:
trace_attr['dataquality'] = \
trace.stats['mseed']['dataquality'].upper()
except:
trace_attr['dataquality'] = 'D'
# Sanity check for the dataquality to get a nice Python exception
# instead of a C error.
if trace_attr['dataquality'] not in ['D', 'R', 'Q', 'M']:
msg = 'Invalid dataquality in Stream[%i].stats' % _i + \
'.mseed.dataquality\n' + \
'The dataquality for Mini-SEED must be either D, R, Q ' + \
'or M. See the SEED manual for further information.'
raise ValueError(msg)
# Check that data is of the right type.
if not isinstance(trace.data, np.ndarray):
msg = "Unsupported data type %s" % type(trace.data) + \
" for Stream[%i].data." % _i
raise ValueError(msg)
# Check if ndarray is contiguous (see #192, #193)
if not trace.data.flags.c_contiguous:
msg = "Detected non contiguous data array in Stream[%i]" % _i + \
".data. Trying to fix array."
warnings.warn(msg)
trace.data = np.ascontiguousarray(trace.data)
# Handle the record length.
if reclen is not None:
trace_attr['reclen'] = reclen
elif hasattr(trace.stats, 'mseed') and \
hasattr(trace.stats.mseed, 'record_length'):
if trace.stats.mseed.record_length in VALID_RECORD_LENGTHS:
trace_attr['reclen'] = trace.stats.mseed.record_length
else:
msg = 'Invalid record length in Stream[%i].stats.' % _i + \
'mseed.reclen.\nThe record length must be a value ' + \
'of 2 to the power of X where 8 <= X <= 20.'
raise ValueError(msg)
else:
trace_attr['reclen'] = 4096
# Handle the byte order.
if byteorder is not None:
trace_attr['byteorder'] = byteorder
elif hasattr(trace.stats, 'mseed') and \
hasattr(trace.stats.mseed, 'byteorder'):
if trace.stats.mseed.byteorder in [0, 1, -1]:
trace_attr['byteorder'] = trace.stats.mseed.byteorder
elif trace.stats.mseed.byteorder == '=':
if NATIVE_BYTEORDER == '<':
trace_attr['byteorder'] = 0
else:
trace_attr['byteorder'] = 1
elif trace.stats.mseed.byteorder == '<':
trace_attr['byteorder'] = 0
elif trace.stats.mseed.byteorder == '>':
trace_attr['byteorder'] = 1
else:
msg = "Invalid byteorder in Stream[%i].stats." % _i + \
"mseed.byteorder. It must be either '<', '>', '='," + \
" 0, 1 or -1"
raise ValueError(msg)
else:
trace_attr['byteorder'] = 1
if trace_attr['byteorder'] == -1:
if NATIVE_BYTEORDER == '<':
trace_attr['byteorder'] = 0
else:
trace_attr['byteorder'] = 1
# Handle the encoding.
trace_attr['encoding'] = None
# If encoding arrives here it is already guaranteed to be a valid
# integer encoding.
if encoding is not None:
# Check if the dtype for all traces is compatible with the enforced
# encoding.
ident, _, dtype, _ = ENCODINGS[encoding]
if trace.data.dtype.type != dtype:
msg = """
Wrong dtype for Stream[%i].data for encoding %s.
Please change the dtype of your data or use an appropriate
encoding. See the obspy.mseed documentation for more
information.
""" % (_i, ident)
raise Exception(msg)
trace_attr['encoding'] = encoding
elif hasattr(trace.stats, 'mseed') and hasattr(trace.stats.mseed,
'encoding'):
trace_attr["encoding"] = \
util._convert_and_check_encoding_for_writing(
trace.stats.mseed.encoding)
# Check if the encoding matches the data's dtype.
if trace.data.dtype.type != ENCODINGS[trace_attr['encoding']][2]:
msg = 'The encoding specified in ' + \
'trace.stats.mseed.encoding does not match the ' + \
'dtype of the data.\nA suitable encoding will ' + \
'be chosen.'
warnings.warn(msg, UserWarning)
trace_attr['encoding'] = None
# automatically detect encoding if no encoding is given.
if not trace_attr['encoding']:
if trace.data.dtype.type == np.int32:
trace_attr['encoding'] = 11
elif trace.data.dtype.type == np.float32:
trace_attr['encoding'] = 4
elif trace.data.dtype.type == np.float64:
trace_attr['encoding'] = 5
elif trace.data.dtype.type == np.int16:
trace_attr['encoding'] = 1
elif trace.data.dtype.type == np.dtype(native_str('|S1')).type:
trace_attr['encoding'] = 0
else:
msg = "Unsupported data type %s in Stream[%i].data" % \
(trace.data.dtype, _i)
raise Exception(msg)
# Convert data if necessary, otherwise store references in list.
if trace_attr['encoding'] == 1:
# INT16 needs INT32 data type
trace_data.append(trace.data.copy().astype(np.int32))
else:
trace_data.append(trace.data)
# Do some final sanity checks and raise a warning if a file will be written
# with more than one different encoding, record length or byte order.
encodings = set([_i['encoding'] for _i in trace_attributes])
reclens = set([_i['reclen'] for _i in trace_attributes])
byteorders = set([_i['byteorder'] for _i in trace_attributes])
msg = 'File will be written with more than one different %s.\n' + \
'This might have a negative influence on the compatibility ' + \
'with other programs.'
if len(encodings) != 1:
warnings.warn(msg % 'encodings')
if len(reclens) != 1:
warnings.warn(msg % 'record lengths')
if len(byteorders) != 1:
warnings.warn(msg % 'byteorders')
# Open filehandler or use an existing file like object.
if not hasattr(filename, 'write'):
f = open(filename, 'wb')
else:
f = filename
# Loop over every trace and finally write it to the filehandler.
for trace, data, trace_attr in zip(stream, trace_data, trace_attributes):
if not len(data):
msg = 'Skipping empty trace "%s".' % (trace)
warnings.warn(msg)
continue
# Create C struct MSTrace.
mst = MST(trace, data, dataquality=trace_attr['dataquality'])
# Initialize packedsamples pointer for the mst_pack function
packedsamples = C.c_int()
# Callback function for mst_pack to actually write the file
def record_handler(record, reclen, _stream):
f.write(record[0:reclen])
# Define Python callback function for use in C function
recHandler = C.CFUNCTYPE(C.c_void_p, C.POINTER(C.c_char), C.c_int,
C.c_void_p)(record_handler)
# Fill up msr record structure, this is already contained in
# mstg, however if blk1001 is set we need it anyway
msr = clibmseed.msr_init(None)
msr.contents.network = trace.stats.network.encode('ascii', 'strict')
msr.contents.station = trace.stats.station.encode('ascii', 'strict')
msr.contents.location = trace.stats.location.encode('ascii', 'strict')
msr.contents.channel = trace.stats.channel.encode('ascii', 'strict')
msr.contents.dataquality = trace_attr['dataquality'].\
encode('ascii', 'strict')
# Set starting sequence number
msr.contents.sequence_number = trace_attr['sequence_number']
# Only use Blockette 1001 if necessary.
if use_blkt_1001:
# Timing quality has been set in trace_attr
size = C.sizeof(blkt_1001_s)
# Only timing quality matters here, other blockette attributes will
# be filled by libmseed.msr_normalize_header
blkt_value = pack(native_str("BBBB"), trace_attr['timing_quality'],
0, 0, 0)
blkt_ptr = C.create_string_buffer(blkt_value, len(blkt_value))
# Usually returns a pointer to the added blockette in the
# blockette link chain and a NULL pointer if it fails.
# NULL pointers have a false boolean value according to the
# ctypes manual.
ret_val = clibmseed.msr_addblockette(msr, blkt_ptr,
size, 1001, 0)
if bool(ret_val) is False:
clibmseed.msr_free(C.pointer(msr))
del msr
raise Exception('Error in msr_addblockette')
# Only use Blockette 100 if necessary.
if use_blkt_100:
size = C.sizeof(blkt_100_s)
blkt100 = C.c_char(b' ')
C.memset(C.pointer(blkt100), 0, size)
ret_val = clibmseed.msr_addblockette(
msr, C.pointer(blkt100), size, 100, 0) # NOQA
# Usually returns a pointer to the added blockette in the
# blockette link chain and a NULL pointer if it fails.
# NULL pointers have a false boolean value according to the
# ctypes manual.
if bool(ret_val) is False:
clibmseed.msr_free(C.pointer(msr)) # NOQA
del msr # NOQA
raise Exception('Error in msr_addblockette')
# Pack mstg into a MSEED file using the callback record_handler as
# write method.
errcode = clibmseed.mst_pack(
mst.mst, recHandler, None, trace_attr['reclen'],
trace_attr['encoding'], trace_attr['byteorder'],
C.byref(packedsamples), flush, verbose, msr) # NOQA
if errcode == 0:
msg = ("Did not write any data for trace '%s' even though it "
"contains data values.") % trace
raise ValueError(msg)
if errcode == -1:
clibmseed.msr_free(C.pointer(msr)) # NOQA
del mst, msr # NOQA
raise Exception('Error in mst_pack')
# Deallocate any allocated memory.
clibmseed.msr_free(C.pointer(msr)) # NOQA
del mst, msr # NOQA
# Close if its a file handler.
if not hasattr(filename, 'write'):
f.close()
def readMSEED(mseed_object, starttime=None, endtime=None, headonly=False,
sourcename=None, reclen=None, details=False,
header_byteorder=None, verbose=None, **kwargs):
"""
Reads a Mini-SEED file and returns a Stream object.
.. warning::
This function should NOT be called directly, it registers via the
ObsPy :func:`~obspy.core.stream.read` function, call this instead.
:param mseed_object: Filename or open file like object that contains the
binary Mini-SEED data. Any object that provides a read() method will be
considered to be a file like object.
:type starttime: :class:`~obspy.core.utcdatetime.UTCDateTime`
:param starttime: Only read data samples after or at the start time.
:type endtime: :class:`~obspy.core.utcdatetime.UTCDateTime`
:param endtime: Only read data samples before or at the end time.
:param headonly: Determines whether or not to unpack the data or just
read the headers.
:type sourcename: str
:param sourcename: Source name has to have the structure
'network.station.location.channel' and can contain globbing characters.
Defaults to ``None``.
:param reclen: If it is None, it will be automatically determined for every
record. If it is known, just set it to the record length in bytes which
will increase the reading speed slightly.
:type details: bool, optional
:param details: If ``True`` read additional information: timing quality
and availability of calibration information.
Note, that the traces are then also split on these additional
information. Thus the number of traces in a stream will change.
Details are stored in the mseed stats AttribDict of each trace.
``False`` specifies for both cases, that this information is not
available. ``blkt1001.timing_quality`` specifies the timing quality
from 0 to 100 [%]. ``calibration_type`` specifies the type of available
calibration information blockettes:
- ``1``: Step Calibration (Blockette 300)
- ``2``: Sine Calibration (Blockette 310)
- ``3``: Pseudo-random Calibration (Blockette 320)
- ``4``: Generic Calibration (Blockette 390)
- ``-2``: Calibration Abort (Blockette 395)
:type header_byteorder: int or str, optional
:param header_byteorder: Must be either ``0`` or ``'<'`` for LSBF or
little-endian, ``1`` or ``'>'`` for MBF or big-endian. ``'='`` is the
native byte order. Used to enforce the header byte order. Useful in
some rare cases where the automatic byte order detection fails.
.. rubric:: Example
>>> from obspy import read
>>> st = read("/path/to/two_channels.mseed")
>>> print(st) # doctest: +ELLIPSIS
2 Trace(s) in Stream:
BW.UH3..EHE | 2010-06-20T00:00:00.279999Z - ... | 200.0 Hz, 386 samples
BW.UH3..EHZ | 2010-06-20T00:00:00.279999Z - ... | 200.0 Hz, 386 samples
>>> from obspy import UTCDateTime
>>> st = read("/path/to/test.mseed",
... starttime=UTCDateTime("2003-05-29T02:16:00"),
... selection="NL.*.*.?HZ")
>>> print(st) # doctest: +ELLIPSIS
1 Trace(s) in Stream:
NL.HGN.00.BHZ | 2003-05-29T02:15:59.993400Z - ... | 40.0 Hz, 5629 samples
Read with ``details=True`` to read more details of the file if present.
>>> st = read("/path/to/timingquality.mseed", details=True)
>>> print(st[0].stats.mseed.blkt1001.timing_quality)
55
``False`` means that the necessary information could not be found in the
file.
>>> print(st[0].stats.mseed.calibration_type)
False
Note that each change in timing quality from record to record may trigger a
new Trace object to be created so the Stream object may contain many Trace
objects if ``details=True`` is used.
>>> print(len(st))
101
"""
# Parse the headonly and reclen flags.
if headonly is True:
unpack_data = 0
else:
unpack_data = 1
if reclen is None:
reclen = -1
elif reclen not in VALID_RECORD_LENGTHS:
msg = 'Invalid record length. Autodetection will be used.'
warnings.warn(msg)
reclen = -1
# Determine the byte order.
if header_byteorder == "=":
header_byteorder = NATIVE_BYTEORDER
if header_byteorder is None:
header_byteorder = -1
elif header_byteorder in [0, "0", "<"]:
header_byteorder = 0
elif header_byteorder in [1, "1", ">"]:
header_byteorder = 1
# The quality flag is no more supported. Raise a warning.
if 'quality' in kwargs:
msg = 'The quality flag is no longer supported in this version of ' + \
'obspy.mseed. obspy.mseed.util has some functions with similar' + \
' behavior.'
warnings.warn(msg, category=DeprecationWarning)
# Parse some information about the file.
if header_byteorder == 0:
bo = "<"
elif header_byteorder > 0:
bo = ">"
else:
bo = None
info = util.getRecordInformation(mseed_object, endian=bo)
# Map the encoding to a readable string value.
if info["encoding"] in ENCODINGS:
info['encoding'] = ENCODINGS[info['encoding']][0]
elif info["encoding"] in UNSUPPORTED_ENCODINGS:
msg = ("Encoding '%s' (%i) is not supported by ObsPy. Please send "
"the file to the ObsPy developers so that we can add "
"support for it.") % \
(UNSUPPORTED_ENCODINGS[info['encoding']], info['encoding'])
raise ValueError(msg)
else:
msg = "Encoding '%i' is not a valid MiniSEED encoding." % \
info['encoding']
raise ValueError(msg)
# Only keep information relevant for the whole file.
info = {'encoding': info['encoding'],
'filesize': info['filesize'],
'record_length': info['record_length'],
'byteorder': info['byteorder'],
'number_of_records': info['number_of_records']}
# If it's a file name just read it.
if isinstance(mseed_object, (str, native_str)):
# Read to NumPy array which is used as a buffer.
bfrNp = np.fromfile(mseed_object, dtype=np.int8)
elif hasattr(mseed_object, 'read'):
bfrNp = np.fromstring(mseed_object.read(), dtype=np.int8)
# Get the record length
try:
record_length = pow(2, int(''.join([chr(_i) for _i in bfrNp[19:21]])))
except ValueError:
record_length = 4096
# Search for data records and pass only the data part to the underlying C
# routine.
offset = 0
# 0 to 9 are defined in a row in the ASCII charset.
min_ascii = ord('0')
# Small function to check whether an array of ASCII values contains only
# digits.
isdigit = lambda x: True if (x - min_ascii).max() <= 9 else False
while True:
# This should never happen
if (isdigit(bfrNp[offset:offset + 6]) is False) or \
(bfrNp[offset + 6] not in VALID_CONTROL_HEADERS):
msg = 'Not a valid (Mini-)SEED file'
raise Exception(msg)
elif bfrNp[offset + 6] in SEED_CONTROL_HEADERS:
offset += record_length
continue
break
bfrNp = bfrNp[offset:]
buflen = len(bfrNp)
# If no selection is given pass None to the C function.
if starttime is None and endtime is None and sourcename is None:
selections = None
else:
select_time = SelectTime()
selections = Selections()
selections.timewindows.contents = select_time
if starttime is not None:
if not isinstance(starttime, UTCDateTime):
msg = 'starttime needs to be a UTCDateTime object'
raise ValueError(msg)
selections.timewindows.contents.starttime = \
util._convertDatetimeToMSTime(starttime)
else:
# HPTERROR results in no starttime.
selections.timewindows.contents.starttime = HPTERROR
if endtime is not None:
if not isinstance(endtime, UTCDateTime):
msg = 'endtime needs to be a UTCDateTime object'
raise ValueError(msg)
selections.timewindows.contents.endtime = \
util._convertDatetimeToMSTime(endtime)
else:
# HPTERROR results in no starttime.
selections.timewindows.contents.endtime = HPTERROR
if sourcename is not None:
if not isinstance(sourcename, (str, native_str)):
msg = 'sourcename needs to be a string'
raise ValueError(msg)
# libmseed uses underscores as separators and allows filtering
# after the dataquality which is disabled here to not confuse
# users. (* == all data qualities)
selections.srcname = (sourcename.replace('.', '_') + '_*').\
encode('ascii', 'ignore')
else:
selections.srcname = b'*'
all_data = []
# Use a callback function to allocate the memory and keep track of the
# data.
def allocate_data(samplecount, sampletype):
# Enhanced sanity checking for libmseed 2.10 can result in the
# sampletype not being set. Just return an empty array in this case.
if sampletype == b"\x00":
data = np.empty(0)
else:
data = np.empty(samplecount, dtype=DATATYPES[sampletype])
all_data.append(data)
return data.ctypes.data
# XXX: Do this properly!
# Define Python callback function for use in C function. Return a long so
# it hopefully works on 32 and 64 bit systems.
allocData = C.CFUNCTYPE(C.c_long, C.c_int, C.c_char)(allocate_data)
def log_error_or_warning(msg):
if msg.startswith(b"ERROR: "):
raise InternalMSEEDReadingError(msg[7:].strip())
if msg.startswith(b"INFO: "):
msg = msg[6:].strip()
# Append the offset of the full SEED header if necessary. That way
# the C code does not have to deal with it.
if offset and "offset" in msg:
msg = ("%s The file contains a %i byte dataless part at the "
"beginning. Make sure to add that to the reported "
"offset to get the actual location in the file." % (
msg, offset))
warnings.warn(msg, InternalMSEEDReadingWarning)
diag_print = C.CFUNCTYPE(C.c_void_p, C.c_char_p)(log_error_or_warning)
def log_message(msg):
print(msg[6:].strip())
log_print = C.CFUNCTYPE(C.c_void_p, C.c_char_p)(log_message)
try:
verbose = int(verbose)
except:
verbose = 0
lil = clibmseed.readMSEEDBuffer(
bfrNp, buflen, selections, C.c_int8(unpack_data),
reclen, C.c_int8(verbose), C.c_int8(details), header_byteorder,
allocData, diag_print, log_print)
# XXX: Check if the freeing works.
del selections
traces = []
try:
currentID = lil.contents
# Return stream if not traces are found.
except ValueError:
clibmseed.lil_free(lil)
del lil
return Stream()
while True:
# Init header with the essential information.
header = {'network': currentID.network.strip(),
'station': currentID.station.strip(),
'location': currentID.location.strip(),
'channel': currentID.channel.strip(),
'mseed': {'dataquality': currentID.dataquality}}
# Loop over segments.
try:
currentSegment = currentID.firstSegment.contents
except ValueError:
break
while True:
header['sampling_rate'] = currentSegment.samprate
header['starttime'] = \
util._convertMSTimeToDatetime(currentSegment.starttime)
if details:
timing_quality = currentSegment.timing_quality
if timing_quality == 0xFF: # 0xFF is mask for not known timing
timing_quality = False
header['mseed']['blkt1001'] = {}
header['mseed']['blkt1001']['timing_quality'] = timing_quality
header['mseed']['calibration_type'] = \
currentSegment.calibration_type \
if currentSegment.calibration_type != -1 else False
if headonly is False:
# The data always will be in sequential order.
data = all_data.pop(0)
header['npts'] = len(data)
else:
data = np.array([])
header['npts'] = currentSegment.samplecnt
# Make sure to init the number of samples.
# Py3k: convert to unicode
header['mseed'] = dict((k, v.decode())
if isinstance(v, bytes) else (k, v)
for k, v in header['mseed'].items())
header = dict((k, v.decode()) if isinstance(v, bytes) else (k, v)
for k, v in header.items())
trace = Trace(header=header, data=data)
# Append information.
for key, value in info.items():
setattr(trace.stats.mseed, key, value)
traces.append(trace)
# A Null pointer access results in a ValueError
try:
currentSegment = currentSegment.next.contents
except ValueError:
break
try:
currentID = currentID.next.contents
except ValueError:
break
clibmseed.lil_free(lil) # NOQA
del lil # NOQA
return Stream(traces=traces)
def writeMSEED(stream, filename, encoding=None, reclen=None, byteorder=None,
flush=1, verbose=0, **_kwargs):
"""
Write Mini-SEED file from a Stream object.
.. warning::
This function should NOT be called directly, it registers via the
the :meth:`~obspy.core.stream.Stream.write` method of an
ObsPy :class:`~obspy.core.stream.Stream` object, call this instead.
:type stream: :class:`~obspy.core.stream.Stream`
:param stream: A Stream object.
:type filename: str
:param filename: Name of the output file
:type encoding: int or str, optional
:param encoding: Should be set to one of the following supported Mini-SEED
data encoding formats: ASCII (``0``)*, INT16 (``1``), INT32 (``3``),
FLOAT32 (``4``)*, FLOAT64 (``5``)*, STEIM1 (``10``) and STEIM2
(``11``)*. Default data types a marked with an asterisk. Currently
INT24 (``2``) is not supported due to lacking NumPy support.
:type reclen: int, optional
:param reclen: Should be set to the desired data record length in bytes
which must be expressible as 2 raised to the power of X where X is
between (and including) 8 to 20.
Defaults to 4096
:type byteorder: [``0`` or ``'<'`` | ``1`` or ``'>'`` | ``'='``], optional
:param byteorder: Must be either ``0`` or ``'<'`` for LSBF or
little-endian, ``1`` or ``'>'`` for MBF or big-endian. ``'='`` is the
native byteorder. If ``-1`` it will be passed directly to libmseed
which will also default it to big endian. Defaults to big endian.
:type flush: int, optional
:param flush: If it is not zero all of the data will be packed into
records, otherwise records will only be packed while there are
enough data samples to completely fill a record.
:type verbose: int, optional
:param verbose: Controls verbosity, a value of zero will result in no
diagnostic output.
.. note::
The reclen, encoding and byteorder keyword arguments can be set
in the stats.mseed of each :class:`~obspy.core.trace.Trace` as well as
as kwargs of this function. If both are given the kwargs will be used.
.. rubric:: Example
>>> from obspy import read
>>> st = read()
>>> st.write('filename.mseed', format='MSEED') # doctest: +SKIP
"""
# Some sanity checks for the keyword arguments.
if reclen is not None and reclen not in VALID_RECORD_LENGTHS:
msg = 'Invalid record length. The record length must be a value\n' + \
'of 2 to the power of X where 8 <= X <= 20.'
raise ValueError(msg)
if byteorder is not None and byteorder not in [0, 1, -1]:
if byteorder == '=':
byteorder = NATIVE_BYTEORDER
# If not elif because NATIVE_BYTEORDER is '<' or '>'.
if byteorder == '<':
byteorder = 0
elif byteorder == '>':
byteorder = 1
else:
msg = "Invalid byteorder. It must be either '<', '>', '=', " + \
"0, 1 or -1"
raise ValueError(msg)
# Check if encoding kwarg is set and catch invalid encodings.
# XXX: Currently INT24 is not working due to lacking NumPy support.
encoding_strings = dict([(v[0], k) for (k, v) in ENCODINGS.items()])
if encoding is not None:
if isinstance(encoding, int) and encoding in ENCODINGS:
pass
elif encoding and isinstance(encoding, (str, native_str)) \
and encoding in encoding_strings:
encoding = encoding_strings[encoding]
else:
msg = 'Invalid encoding %s. Valid encodings: %s'
raise ValueError(msg % (encoding, encoding_strings))
trace_attributes = []
use_blkt_1001 = 0
# The data might need to be modified. To not modify the input data keep
# references of which data to finally write.
trace_data = []
# Loop over every trace and figure out the correct settings.
for _i, trace in enumerate(stream):
# Create temporary dict for storing information while writing.
trace_attr = {}
trace_attributes.append(trace_attr)
stats = trace.stats
# Figure out whether or not to use Blockette 1001. This check is done
# once to ensure that Blockette 1001 is either written for every record
# in the file or for none. It checks the starttime as well as the
# sampling rate. If either one has a precision of more than 100
# microseconds, Blockette 1001 will be written for every record.
starttime = util._convertDatetimeToMSTime(trace.stats.starttime)
if starttime % 100 != 0 or \
(1.0 / trace.stats.sampling_rate * HPTMODULUS) % 100 != 0:
use_blkt_1001 += 1
# Determine if a blockette 100 will be needed to represent the input
# sample rate or if the sample rate in the fixed section of the data
# header will suffice (see ms_genfactmult in libmseed/genutils.c)
if trace.stats.sampling_rate >= 32727.0 or \
trace.stats.sampling_rate <= (1.0 / 32727.0):
use_blkt_100 = True
else:
use_blkt_100 = False
# Set data quality to indeterminate (= D) if it is not already set.
try:
trace_attr['dataquality'] = \
trace.stats['mseed']['dataquality'].upper()
except:
trace_attr['dataquality'] = 'D'
# Sanity check for the dataquality to get a nice Python exception
# instead of a C error.
if trace_attr['dataquality'] not in ['D', 'R', 'Q', 'M']:
msg = 'Invalid dataquality in Stream[%i].stats' % _i + \
'.mseed.dataquality\n' + \
'The dataquality for Mini-SEED must be either D, R, Q ' + \
'or M. See the SEED manual for further information.'
raise ValueError(msg)
# Check that data is of the right type.
if not isinstance(trace.data, np.ndarray):
msg = "Unsupported data type %s" % type(trace.data) + \
" for Stream[%i].data." % _i
raise ValueError(msg)
# Check if ndarray is contiguous (see #192, #193)
if not trace.data.flags.c_contiguous:
msg = "Detected non contiguous data array in Stream[%i]" % _i + \
".data. Trying to fix array."
warnings.warn(msg)
trace.data = np.require(trace.data, requirements=('C_CONTIGUOUS',))
# Handle the record length.
if reclen is not None:
trace_attr['reclen'] = reclen
elif hasattr(stats, 'mseed') and \
hasattr(stats.mseed, 'record_length'):
if stats.mseed.record_length in VALID_RECORD_LENGTHS:
trace_attr['reclen'] = stats.mseed.record_length
else:
msg = 'Invalid record length in Stream[%i].stats.' % _i + \
'mseed.reclen.\nThe record length must be a value ' + \
'of 2 to the power of X where 8 <= X <= 20.'
raise ValueError(msg)
else:
trace_attr['reclen'] = 4096
# Handle the byteorder.
if byteorder is not None:
trace_attr['byteorder'] = byteorder
elif hasattr(stats, 'mseed') and \
hasattr(stats.mseed, 'byteorder'):
if stats.mseed.byteorder in [0, 1, -1]:
trace_attr['byteorder'] = stats.mseed.byteorder
elif stats.mseed.byteorder == '=':
if NATIVE_BYTEORDER == '<':
trace_attr['byteorder'] = 0
else:
trace_attr['byteorder'] = 1
elif stats.mseed.byteorder == '<':
trace_attr['byteorder'] = 0
elif stats.mseed.byteorder == '>':
trace_attr['byteorder'] = 1
else:
msg = "Invalid byteorder in Stream[%i].stats." % _i + \
"mseed.byteorder. It must be either '<', '>', '='," + \
" 0, 1 or -1"
raise ValueError(msg)
else:
trace_attr['byteorder'] = 1
if trace_attr['byteorder'] == -1:
if NATIVE_BYTEORDER == '<':
trace_attr['byteorder'] = 0
else:
trace_attr['byteorder'] = 1
# Handle the encoding.
trace_attr['encoding'] = None
if encoding is not None:
# Check if the dtype for all traces is compatible with the enforced
# encoding.
id, _, dtype = ENCODINGS[encoding]
if trace.data.dtype.type != dtype:
msg = """
Wrong dtype for Stream[%i].data for encoding %s.
Please change the dtype of your data or use an appropriate
encoding. See the obspy.mseed documentation for more
information.
""" % (_i, id)
raise Exception(msg)
trace_attr['encoding'] = encoding
elif hasattr(trace.stats, 'mseed') and hasattr(trace.stats.mseed,
'encoding'):
mseed_encoding = stats.mseed.encoding
# Check if the encoding is valid.
if isinstance(mseed_encoding, int) and mseed_encoding in ENCODINGS:
trace_attr['encoding'] = mseed_encoding
elif isinstance(mseed_encoding, (str, native_str)) and \
mseed_encoding in encoding_strings:
trace_attr['encoding'] = encoding_strings[mseed_encoding]
else:
msg = 'Invalid encoding %s in ' + \
'Stream[%i].stats.mseed.encoding. Valid encodings: %s'
raise ValueError(msg % (mseed_encoding, _i, encoding_strings))
# Check if the encoding matches the data's dtype.
if trace.data.dtype.type != ENCODINGS[trace_attr['encoding']][2]:
msg = 'The encoding specified in ' + \
'trace.stats.mseed.encoding does not match the ' + \
'dtype of the data.\nA suitable encoding will ' + \
'be chosen.'
warnings.warn(msg, UserWarning)
trace_attr['encoding'] = None
# automatically detect encoding if no encoding is given.
if not trace_attr['encoding']:
if trace.data.dtype.type == np.dtype("int32"):
trace_attr['encoding'] = 11
elif trace.data.dtype.type == np.dtype("float32"):
trace_attr['encoding'] = 4
elif trace.data.dtype.type == np.dtype("float64"):
trace_attr['encoding'] = 5
elif trace.data.dtype.type == np.dtype("int16"):
trace_attr['encoding'] = 1
elif trace.data.dtype.type == np.dtype('|S1').type:
trace_attr['encoding'] = 0
else:
msg = "Unsupported data type %s in Stream[%i].data" % \
(trace.data.dtype, _i)
raise Exception(msg)
# Convert data if necessary, otherwise store references in list.
if trace_attr['encoding'] == 1:
# INT16 needs INT32 data type
trace_data.append(trace.data.copy().astype(np.int32))
else:
trace_data.append(trace.data)
# Do some final sanity checks and raise a warning if a file will be written
# with more than one different encoding, record length or byteorder.
encodings = set([_i['encoding'] for _i in trace_attributes])
reclens = set([_i['reclen'] for _i in trace_attributes])
byteorders = set([_i['byteorder'] for _i in trace_attributes])
msg = 'File will be written with more than one different %s.\n' + \
'This might have a negative influence on the compatibility ' + \
'with other programs.'
if len(encodings) != 1:
warnings.warn(msg % 'encodings')
if len(reclens) != 1:
warnings.warn(msg % 'record lengths')
if len(byteorders) != 1:
warnings.warn(msg % 'byteorders')
# Open filehandler or use an existing file like object.
if not hasattr(filename, 'write'):
f = open(filename, 'wb')
else:
f = filename
# Loop over every trace and finally write it to the filehandler.
for trace, data, trace_attr in zip(stream, trace_data, trace_attributes):
if not len(data):
msg = 'Skipping empty trace "%s".' % (trace)
warnings.warn(msg)
continue
# Create C struct MSTrace.
mst = MST(trace, data, dataquality=trace_attr['dataquality'])
# Initialize packedsamples pointer for the mst_pack function
packedsamples = C.c_int()
# Callback function for mst_pack to actually write the file
def record_handler(record, reclen, _stream):
f.write(record[0:reclen])
# Define Python callback function for use in C function
recHandler = C.CFUNCTYPE(C.c_void_p, C.POINTER(C.c_char), C.c_int,
C.c_void_p)(record_handler)
# Fill up msr record structure, this is already contained in
# mstg, however if blk1001 is set we need it anyway
msr = clibmseed.msr_init(None)
msr.contents.network = trace.stats.network.encode('ascii', 'strict')
msr.contents.station = trace.stats.station.encode('ascii', 'strict')
msr.contents.location = trace.stats.location.encode('ascii', 'strict')
msr.contents.channel = trace.stats.channel.encode('ascii', 'strict')
msr.contents.dataquality = trace_attr['dataquality'].\
encode('ascii', 'strict')
# Only use Blockette 1001 if necessary.
if use_blkt_1001:
size = C.sizeof(blkt_1001_s)
blkt1001 = C.c_char(b' ')
C.memset(C.pointer(blkt1001), 0, size)
ret_val = clibmseed.msr_addblockette(msr, C.pointer(blkt1001),
size, 1001, 0)
# Usually returns a pointer to the added blockette in the
# blockette link chain and a NULL pointer if it fails.
# NULL pointers have a false boolean value according to the
# ctypes manual.
if bool(ret_val) is False:
clibmseed.msr_free(C.pointer(msr))
del msr
raise Exception('Error in msr_addblockette')
# Only use Blockette 100 if necessary.
if use_blkt_100:
size = C.sizeof(blkt_100_s)
blkt100 = C.c_char(b' ')
C.memset(C.pointer(blkt100), 0, size)
ret_val = clibmseed.msr_addblockette(
msr, C.pointer(blkt100), size, 100, 0) # NOQA
# Usually returns a pointer to the added blockette in the
# blockette link chain and a NULL pointer if it fails.
# NULL pointers have a false boolean value according to the
# ctypes manual.
if bool(ret_val) is False:
clibmseed.msr_free(C.pointer(msr)) # NOQA
del msr # NOQA
raise Exception('Error in msr_addblockette')
# Pack mstg into a MSEED file using the callback record_handler as
# write method.
errcode = clibmseed.mst_pack(
mst.mst, recHandler, None, trace_attr['reclen'],
trace_attr['encoding'], trace_attr['byteorder'],
C.byref(packedsamples), flush, verbose, msr) # NOQA
if errcode == 0:
msg = ("Did not write any data for trace '%s' even though it "
"contains data values.") % trace
raise ValueError(msg)
if errcode == -1:
clibmseed.msr_free(C.pointer(msr)) # NOQA
del mst, msr # NOQA
raise Exception('Error in mst_pack')
# Deallocate any allocated memory.
clibmseed.msr_free(C.pointer(msr)) # NOQA
del mst, msr # NOQA
# Close if its a file handler.
if not hasattr(filename, 'write'):
f.close()