Source code for

# -*- coding: utf-8 -*-
MSEED bindings to ObsPy core module.
from __future__ import (absolute_import, division, print_function,
from future.builtins import *  # NOQA
from future.utils import native_str

import ctypes as C
import io
import os
import warnings
from struct import pack

import numpy as np

from obspy import Stream, Trace, UTCDateTime
from obspy.core.util import NATIVE_BYTEORDER
from . import (util, InternalMSEEDError, ObsPyMSEEDFilesizeTooSmallError,
                      VALID_CONTROL_HEADERS, VALID_RECORD_LENGTHS, Selections,
                      SelectTime, Blkt100S, Blkt1001S, clibmseed)

[docs]def _is_mseed(filename): """ Checks whether a file is Mini-SEED/full SEED or not. :type filename: str :param filename: Mini-SEED/full SEED file to be checked. :rtype: bool :return: ``True`` if a Mini-SEED file. This method only reads the first seven bytes of the file and checks whether its a Mini-SEED or full SEED file. It also is true for fullSEED files because libmseed can read the data part of fullSEED files. If the method finds a fullSEED file it also checks if it has a data part and returns False otherwise. Thus it cannot be used to validate a Mini-SEED or SEED file. """ # Open filehandler or use an existing file like object. if not hasattr(filename, 'read'): file_size = os.path.getsize(filename) with, 'rb') as fh: return __is_mseed(fh, file_size=file_size) else: initial_pos = filename.tell() try: if hasattr(filename, "getbuffer"): file_size = filename.getbuffer().nbytes try: file_size = os.fstat(filename.fileno()).st_size except Exception: _p = filename.tell(), 2) file_size = filename.tell(), 0) return __is_mseed(filename, file_size) finally: # Reset pointer., 0)
[docs]def __is_mseed(fp, file_size): # NOQA """ Internal version of _is_mseed working only with open file-like object. """ header = # File has less than 7 characters if len(header) != 7: return False # Sequence number must contains a single number or be empty seqnr = header[0:6].replace(b'\x00', b' ').strip() if not seqnr.isdigit() and seqnr != b'': # This might be a completely empty sequence - in that case jump 128 # bytes and try again., 1) try: _t = except Exception: return False if not _t: return __is_mseed(fp=fp, file_size=file_size) return False # Check for any valid control header types. if header[6:7] in [b'D', b'R', b'Q', b'M']: return True elif header[6:7] == b" ": # If empty, it might be a noise record. Check the rest of 128 bytes # (min record size) and try again. try: _t = - 7).decode().strip() except Exception: return False if not _t: return __is_mseed(fp=fp, file_size=file_size) return False # Check if Full-SEED elif header[6:7] != b'V': return False # Parse the whole file and check whether it has has a data record., 1) _i = 0 # search for blockettes 010 or 008 while True: if in [b'010', b'008']: break # the next for bytes are the record length # as we are currently at position 7 ( # we need to subtract this first before we seek # to the appropriate position try: - 7, 1) except Exception: return False _i += 1 # break after 3 cycles if _i == 3: return False # Try to get a record length., 1) try: record_length = pow(2, int( except Exception: return False # Jump to the second record. + 6, 0) # Loop over all records and return True if one record is a data # record while fp.tell() < file_size: flag = if flag in [b'D', b'R', b'Q', b'M']: return True - 1, 1) return False
[docs]def _read_mseed(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:`` 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: Only read data with matching SEED ID (can contain wildcards "?" and "*", e.g. "BW.UH2.*" or "*.??Z"). 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/two_channels.mseed", ... starttime=UTCDateTime("2010-06-20T00:00:01"), ... sourcename="*.?HZ") >>> print(st) # doctest: +ELLIPSIS 1 Trace(s) in Stream: BW.UH3..EHZ | 2010-06-20T00:00:00.999999Z - ... | 200.0 Hz, 242 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 # Parse some information about the file. if header_byteorder == 0: bo = "<" elif header_byteorder > 0: bo = ">" else: bo = None # Determine total size. Either its a file-like object. if hasattr(mseed_object, "tell") and hasattr(mseed_object, "seek"): cur_pos = mseed_object.tell(), 2) length = mseed_object.tell() - cur_pos, 0) # Or a file name. else: length = os.path.getsize(mseed_object) if length < 128: msg = "The smallest possible mini-SEED record is made up of 128 " \ "bytes. The passed buffer or file contains only %i." % length raise ObsPyMSEEDFilesizeTooSmallError(msg) elif length > 2 ** 31: msg = ("ObsPy can currently not directly read mini-SEED files that " "are larger than 2^31 bytes (2048 MiB). To still read it, " "please read the file in chunks as documented here: " "" "#issuecomment-221582369") raise ObsPyMSEEDFilesizeTooLargeError(msg) info = util.get_record_information(mseed_object, endian=bo) # Map the encoding to a readable string value. if "encoding" not in info: # Hopefully detected by libmseed. info["encoding"] = None elif 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) record_length = info["record_length"] # Only keep information relevant for the whole file. info = {'filesize': info['filesize']} # 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. bfr_np = np.fromfile(mseed_object, dtype=np.int8) elif hasattr(mseed_object, 'read'): bfr_np = np.fromstring(, dtype=np.int8) # 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. def isdigit(x): return True if (x - min_ascii).max() <= 9 else False while True: # This should never happen if (isdigit(bfr_np[offset:offset + 6]) is False) or \ (bfr_np[offset + 6] not in VALID_CONTROL_HEADERS): msg = 'Not a valid (Mini-)SEED file' raise Exception(msg) elif bfr_np[offset + 6] in SEED_CONTROL_HEADERS: offset += record_length continue break bfr_np = bfr_np[offset:] buflen = len(bfr_np) # 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._convert_datetime_to_mstime(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._convert_datetime_to_mstime(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 # 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. alloc_data = C.CFUNCTYPE(C.c_longlong, C.c_int, C.c_char)(allocate_data) try: verbose = int(verbose) except Exception: verbose = 0 clibmseed.verbose = bool(verbose) try: lil = clibmseed.readMSEEDBuffer( bfr_np, buflen, selections, C.c_int8(unpack_data), reclen, C.c_int8(verbose), C.c_int8(details), header_byteorder, alloc_data) except InternalMSEEDError as e: msg = e.args[0] if offset and offset in str(e): # 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\nThe 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)) raise InternalMSEEDError(msg) else: raise finally: # Make sure to reset the verbosity. clibmseed.verbose = True del selections traces = [] try: current_id = 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':, 'station': current_id.station.strip(), 'location': current_id.location.strip(), 'channel':, 'mseed': {'dataquality': current_id.dataquality}} # Loop over segments. try: current_segment = current_id.firstSegment.contents except ValueError: break while True: header['sampling_rate'] = current_segment.samprate header['starttime'] = \ util._convert_mstime_to_datetime(current_segment.starttime) header['mseed']['number_of_records'] = current_segment.recordcnt header['mseed']['encoding'] = \ ENCODINGS[current_segment.encoding][0] header['mseed']['byteorder'] = \ "<" if current_segment.byteorder == 0 else ">" header['mseed']['record_length'] = current_segment.reclen if details: timing_quality = current_segment.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'] = \ current_segment.calibration_type \ if current_segment.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'] = current_segment.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 global 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: current_segment = except ValueError: break try: current_id = except ValueError: break clibmseed.lil_free(lil) # NOQA del lil # NOQA return Stream(traces=traces)
[docs]def _write_mseed(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:`` method of an ObsPy :class:`` object, call this instead. :type stream: :class:`` :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._convert_datetime_to_mstime(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 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 Exception: 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(, np.ndarray): msg = "Unsupported data type %s" % type( + \ " for Stream[%i].data." % _i raise ValueError(msg) # Check if ndarray is contiguous (see #192, #193) if not msg = "Detected non contiguous data array in Stream[%i]" % _i + \ ".data. Trying to fix array." warnings.warn(msg) = np.ascontiguousarray( # 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 != 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 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 != 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 == np.int32: trace_attr['encoding'] = 11 elif == np.float32: trace_attr['encoding'] = 4 elif == np.float64: trace_attr['encoding'] = 5 elif == np.int16: trace_attr['encoding'] = 1 elif == np.dtype(native_str('|S1')).type: trace_attr['encoding'] = 0 else: msg = "Unsupported data type %s in Stream[%i].data" % \ (, _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( else: trace_data.append( # 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 = {_i['encoding'] for _i in trace_attributes} reclens = {_i['reclen'] for _i in trace_attributes} byteorders = {_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 rec_handler = 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) ='ascii', 'strict') msr.contents.station = trace.stats.station.encode('ascii', 'strict') msr.contents.location = trace.stats.location.encode('ascii', 'strict') ='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(Blkt1001S) # 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. # 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) use_blkt_100 = False _factor = C.c_int16() _multiplier = C.c_int16() _retval = clibmseed.ms_genfactmult( trace.stats.sampling_rate, C.pointer(_factor), C.pointer(_multiplier)) # Use blockette 100 if ms_genfactmult() failed. if _retval != 0: use_blkt_100 = True # Otherwise figure out if ms_genfactmult() found exact factors. # Otherwise write blockette 100. else: ms_sr = clibmseed.ms_nomsamprate(_factor.value, _multiplier.value) # It is also necessary if the libmseed calculated sampling rate # would result in a loss of accuracy - the floating point # comparision is on purpose here as it will always try to # preserve all accuracy. # Cast to float32 to not add blockette 100 for values # that cannot be represented with 32bits. if np.float32(ms_sr) != np.float32(trace.stats.sampling_rate): use_blkt_100 = True if use_blkt_100: size = C.sizeof(Blkt100S) 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, rec_handler, 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()
[docs]class MST(object): """ Class that transforms a ObsPy Trace object to a libmseed internal MSTrace struct. """
[docs] 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. =\ encode('ascii', 'strict') self.mst.contents.station = trace.stats.station.\ encode('ascii', 'strict') self.mst.contents.location = trace.stats.location.\ encode('ascii', 'strict') =\ encode('ascii', 'strict') self.mst.contents.dataquality = dataquality.encode('ascii', 'strict') self.mst.contents.type = b'\x00' self.mst.contents.starttime = \ util._convert_datetime_to_mstime(trace.stats.starttime) self.mst.contents.endtime = \ util._convert_datetime_to_mstime(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)
[docs] def __del__(self): """ Frees all allocated memory. """ # This also frees the data of the associated datasamples pointer. clibmseed.mst_free(C.pointer(self.mst)) del self.mst
if __name__ == '__main__': import doctest doctest.testmod(exclude_empty=True)