From 9454e11702d595d3f073ca326293cf90a6b70b29 Mon Sep 17 00:00:00 2001 From: oven8 Date: Thu, 23 May 2024 15:57:33 +0530 Subject: [PATCH 1/9] Update to include thinning --- corsikaio/constants.py | 2 ++ corsikaio/file.py | 55 ++++++++++++++++++++++----------- corsikaio/io.py | 28 +++++++++++------ corsikaio/subblocks/__init__.py | 12 ++++++- corsikaio/subblocks/data.py | 26 ++++++++++++++++ tests/test_as_dict.py | 2 +- tests/test_file.py | 24 +++++++------- tests/test_io.py | 16 +++++----- tests/test_longitudinal.py | 6 ++-- 9 files changed, 119 insertions(+), 52 deletions(-) diff --git a/corsikaio/constants.py b/corsikaio/constants.py index b6d7d84..f3fbd99 100644 --- a/corsikaio/constants.py +++ b/corsikaio/constants.py @@ -1,5 +1,7 @@ BLOCK_SIZE_FLOATS = 273 +BLOCK_SIZE_FLOATS_THIN = 312 BLOCK_SIZE_BYTES = BLOCK_SIZE_FLOATS * 4 +BLOCK_SIZE_BYTES_THIN = BLOCK_SIZE_FLOATS_THIN * 4 RUNH_VERSION_POSITION = 4 EVTH_VERSION_POSITION = 46 diff --git a/corsikaio/file.py b/corsikaio/file.py index 42e5e4e..ca2e972 100644 --- a/corsikaio/file.py +++ b/corsikaio/file.py @@ -6,7 +6,9 @@ parse_event_header, parse_event_end, parse_cherenkov_photons, + parse_cherenkov_photons_thin, parse_particle_data, + parse_particle_data_thin, parse_longitudinal, parse_run_end, get_version, @@ -15,7 +17,7 @@ from .subblocks.data import mmcs_cherenkov_photons_dtype from .io import iter_blocks, read_buffer_size, open_compressed -from .constants import BLOCK_SIZE_BYTES, EVTH_VERSION_POSITION +from .constants import BLOCK_SIZE_BYTES, BLOCK_SIZE_BYTES_THIN, EVTH_VERSION_POSITION Event = namedtuple('Event', ['header', 'data', 'longitudinal', 'end']) PhotonEvent = namedtuple('PhotonEvent', ['header', 'photons', 'longitudinal', 'end']) @@ -33,13 +35,14 @@ class CorsikaFile: A file to iterate over events in a CORSIKA binary output file. """ - def __init__(self, path, parse_blocks=True): + def __init__(self, path, parse_blocks=True, thinning=False): self.EventClass = Event self.parse_blocks = parse_blocks + self.thinning = thinning self._buffer_size = read_buffer_size(path) self._f = open_compressed(path) - self._block_iter = iter_blocks(self._f) + self._block_iter = iter_blocks(self._f, thinning=self.thinning) runh_bytes = next(self._block_iter) if not runh_bytes[:4] == b'RUNH': @@ -51,6 +54,10 @@ def __init__(self, path, parse_blocks=True): @property def run_end(self): + if self.thinning == False: + block_size = BLOCK_SIZE_BYTES + else: + block_size = BLOCK_SIZE_BYTES_THIN if self._run_end is None: pos = self._f.tell() @@ -59,11 +66,11 @@ def run_end(self): else: self._f.seek(-4, 2) - self._f.seek(-BLOCK_SIZE_BYTES, 1) - block = self._f.read(BLOCK_SIZE_BYTES) + self._f.seek(-block_size, 1) + block = self._f.read(block_size) while block[:4] != b'RUNE': - self._f.seek(-2 * BLOCK_SIZE_BYTES, 1) - block = self._f.read(BLOCK_SIZE_BYTES) + self._f.seek(-2 * block_size, 1) + block = self._f.read(block_size) self._run_end = parse_run_end(block)[0] self._f.seek(pos) @@ -114,14 +121,20 @@ def __next__(self): longitudinal = parse_longitudinal(long_bytes) else: event_end = _to_floatarray(block) - data = _to_floatarray(data_bytes).reshape(-1, 7) + if self.thinning == False: + data = _to_floatarray(data_bytes).reshape(-1, 7) + else: + data = _to_floatarray(data_bytes).reshape(-1, 8) + longitudinal = _to_floatarray(long_bytes) return self.EventClass(event_header, data, longitudinal, event_end) - @classmethod - def parse_data_blocks(cls, data_bytes): - array = np.frombuffer(data_bytes, dtype='float32').reshape(-1, 7) + def parse_data_blocks(self, data_bytes): + if self.thinning == False: + array = np.frombuffer(data_bytes, dtype='float32').reshape(-1, 7) + else: + array = np.frombuffer(data_bytes, dtype='float32').reshape(-1, 8) return array[np.any(array != 0, axis=1)] def __iter__(self): @@ -131,7 +144,7 @@ def read_headers(self): pos = self._f.tell() self._f.seek(0) - block_iter = iter_blocks(self._f) + block_iter = iter_blocks(self._f, thinning=self.thinning) block = next(block_iter) event_header_data = bytearray() end_found = True @@ -174,14 +187,17 @@ def close(self): class CorsikaCherenkovFile(CorsikaFile): - def __init__(self, path, mmcs=False, **kwargs): - super().__init__(path, **kwargs) + def __init__(self, path, thinning=False, mmcs=False, **kwargs): + super().__init__(path, thinning=thinning, **kwargs) self.EventClass = PhotonEvent self.mmcs = mmcs def parse_data_blocks(self, data_bytes): - photons = parse_cherenkov_photons(data_bytes) + if self.thinning == False: + photons = parse_cherenkov_photons(data_bytes) + else: + photons = parse_cherenkov_photons_thin(data_bytes) if not self.mmcs: return photons @@ -199,9 +215,12 @@ def parse_data_blocks(self, data_bytes): class CorsikaParticleFile(CorsikaFile): - def __init__(self, path, **kwargs): - super().__init__(path, **kwargs) + def __init__(self, path, thinning=False, **kwargs): + super().__init__(path, thinning=thinning, **kwargs) self.EventClass = ParticleEvent def parse_data_blocks(self, data_bytes): - return parse_particle_data(data_bytes) + if self.thinning == False: + return parse_particle_data(data_bytes) + else: + return parse_particle_data_thin(data_bytes) diff --git a/corsikaio/io.py b/corsikaio/io.py index a060781..67a33e3 100644 --- a/corsikaio/io.py +++ b/corsikaio/io.py @@ -1,11 +1,12 @@ import gzip import struct -from .constants import BLOCK_SIZE_BYTES +from .constants import BLOCK_SIZE_BYTES, BLOCK_SIZE_BYTES_THIN #: buffersize for files not written as fortran sequential file DEFAULT_BUFFER_SIZE = BLOCK_SIZE_BYTES * 100 +DEFAULT_BUFFER_SIZE_THIN = BLOCK_SIZE_BYTES_THIN * 100 #: struct definition of the fortran record marker RECORD_MARKER = struct.Struct('i') @@ -58,9 +59,14 @@ def read_buffer_size(path): return buffer_size -def iter_blocks(f): +def iter_blocks(f, thinning=False): is_fortran_file = True - buffer_size = DEFAULT_BUFFER_SIZE + if thinning == False: + block_size = BLOCK_SIZE_BYTES + buffer_size = DEFAULT_BUFFER_SIZE + else: + block_size = BLOCK_SIZE_BYTES_THIN + buffer_size = DEFAULT_BUFFER_SIZE_THIN data = f.read(4) @@ -89,13 +95,13 @@ def iter_blocks(f): if len(data) == 0: return - n_blocks, rest = divmod(len(data), BLOCK_SIZE_BYTES) + n_blocks, rest = divmod(len(data), block_size) if rest != 0: raise IOError("Read less bytes than expected, file seems to be truncated") for block in range(n_blocks): - start = block * BLOCK_SIZE_BYTES - stop = start + BLOCK_SIZE_BYTES + start = block * block_size + stop = start + block_size block = data[start:stop] yield block @@ -104,7 +110,7 @@ def iter_blocks(f): f.read(RECORD_MARKER.size) -def read_block(f, buffer_size=None): +def read_block(f, thinning=False, buffer_size=None): ''' Reads a block of CORSIKA output, e.g. 273 4-byte floats. @@ -113,6 +119,10 @@ def read_block(f, buffer_size=None): integer (the buffer size) before and after each block, which has to be skipped. ''' + if thinning == False: + block_size = BLOCK_SIZE_BYTES + else: + block_size = BLOCK_SIZE_BYTES_THIN if buffer_size is not None: pos = f.tell() if pos == 0: @@ -121,8 +131,8 @@ def read_block(f, buffer_size=None): if (pos + 4) % (buffer_size + 8) == 0: f.read(8) - block = f.read(BLOCK_SIZE_BYTES) - if len(block) < BLOCK_SIZE_BYTES: + block = f.read(block_size) + if len(block) < block_size: raise IOError("Read less bytes than expected, file seems to be truncated") return block diff --git a/corsikaio/subblocks/__init__.py b/corsikaio/subblocks/__init__.py index 4be0f5c..e927ec2 100644 --- a/corsikaio/subblocks/__init__.py +++ b/corsikaio/subblocks/__init__.py @@ -7,7 +7,7 @@ from .event_header import event_header_types from .event_end import event_end_types -from .data import cherenkov_photons_dtype, particle_data_dtype +from .data import cherenkov_photons_dtype, cherenkov_photons_thin_dtype, particle_data_dtype, particle_data_thin_dtype from .longitudinal import longitudinal_data_dtype from ..constants import RUNH_VERSION_POSITION, EVTH_VERSION_POSITION @@ -16,7 +16,9 @@ "parse_event_header", "parse_run_header", "parse_cherenkov_photons", + "parse_cherenkov_photons_thin", "parse_particle_data", + "parse_particle_data_thin", "parse_longitudinal", ] @@ -57,10 +59,18 @@ def parse_cherenkov_photons(data_block_bytes): return parse_data_block(data_block_bytes, dtype=cherenkov_photons_dtype) +def parse_cherenkov_photons_thin(data_block_bytes): + return parse_data_block(data_block_bytes, dtype=cherenkov_photons_thin_dtype) + + def parse_particle_data(data_block_bytes): return parse_data_block(data_block_bytes, dtype=particle_data_dtype) +def parse_particle_data_thin(data_block_bytes): + return parse_data_block(data_block_bytes, dtype=particle_data_thin_dtype) + + def parse_longitudinal(longitudinal_data_bytes): return parse_data_block(longitudinal_data_bytes, longitudinal_data_dtype) diff --git a/corsikaio/subblocks/data.py b/corsikaio/subblocks/data.py index 7daf3f7..c2e49fe 100644 --- a/corsikaio/subblocks/data.py +++ b/corsikaio/subblocks/data.py @@ -12,6 +12,19 @@ cherenkov_photons_dtype = build_dtype(cherenkov_photons_fields, itemsize=None) +cherenkov_photons_fields_thin = [ + Field(1, "n_photons", dtype="float32"), + Field(2, "x", unit="cm", dtype="float32"), + Field(3, "y", unit="cm", dtype="float32"), + Field(4, "u", dtype="float32"), + Field(5, "v", dtype="float32"), + Field(6, "t", unit="ns", dtype="float32"), + Field(7, "production_height", unit="cm", dtype="float32"), + Field(8, "thinning_level", dtype="float32"), +] + +cherenkov_photons_thin_dtype = build_dtype(cherenkov_photons_fields_thin, itemsize=None) + mmcs_cherenkov_photons_fields = [ Field(1, "n_photons", dtype="float32"), Field(2, "x", unit="cm", dtype="float32"), @@ -37,3 +50,16 @@ ] particle_data_dtype = build_dtype(particle_data_fields, itemsize=None) + +particle_data_fields_thin = [ + Field(1, "particle_description", dtype="float32"), + Field(2, "px", unit="GeV/c", dtype="float32"), + Field(3, "py", unit="GeV/c", dtype="float32"), + Field(4, "pz", unit="GeV/c", dtype="float32"), + Field(5, "x", unit="cm", dtype="float32"), + Field(6, "y", unit="cm", dtype="float32"), + Field(7, "t", unit="ns", dtype="float32"), + Field(8, "thinning_level", dtype="float32"), +] + +particle_data_thin_dtype = build_dtype(particle_data_fields_thin, itemsize=None) diff --git a/tests/test_as_dict.py b/tests/test_as_dict.py index 9aaecc9..ce6e34b 100644 --- a/tests/test_as_dict.py +++ b/tests/test_as_dict.py @@ -1,7 +1,7 @@ def test_as_dict(): from corsikaio import CorsikaCherenkovFile, as_dict - with CorsikaCherenkovFile('tests/resources/corsika75700') as f: + with CorsikaCherenkovFile('../tests/resources/corsika75700') as f: e = next(f) header = as_dict(e.header) diff --git a/tests/test_file.py b/tests/test_file.py index 2a9d0e4..f76b690 100644 --- a/tests/test_file.py +++ b/tests/test_file.py @@ -8,11 +8,11 @@ def test_version(): from corsikaio import CorsikaFile - with CorsikaFile('tests/resources/mmcs65') as f: + with CorsikaFile('../tests/resources/mmcs65') as f: assert isinstance(f.version, float) assert f.version == 6.5 - with CorsikaFile('tests/resources/corsika74100') as f: + with CorsikaFile('../tests/resources/corsika74100') as f: assert isinstance(f.version, float) assert f.version == 7.41 @@ -20,7 +20,7 @@ def test_version(): def test_next(): from corsikaio import CorsikaFile - with CorsikaFile('tests/resources/mmcs65') as f: + with CorsikaFile('../tests/resources/mmcs65') as f: i = 0 for event in f: i += 1 @@ -31,7 +31,7 @@ def test_cherenkov(): from corsikaio import CorsikaCherenkovFile - with CorsikaCherenkovFile('tests/resources/mmcs65', mmcs=True) as f: + with CorsikaCherenkovFile('../tests/resources/mmcs65', mmcs=True) as f: event = next(f) assert hasattr(event, 'photons') @@ -39,7 +39,7 @@ def test_cherenkov(): def test_headers(): from corsikaio import CorsikaCherenkovFile - with CorsikaCherenkovFile('tests/resources/mmcs65', mmcs=True) as f: + with CorsikaCherenkovFile('../tests/resources/mmcs65', mmcs=True) as f: run_header, event_headers, run_end = f.read_headers() assert len(event_headers) == 1500 @@ -48,7 +48,7 @@ def test_headers(): def test_accidental_evth(): from corsikaio import CorsikaCherenkovFile - with CorsikaCherenkovFile('tests/resources/accidental_evth.gz', mmcs=True) as f: + with CorsikaCherenkovFile('../tests/resources/accidental_evth.gz', mmcs=True) as f: run_header, event_headers, run_end = f.read_headers() assert len(event_headers) == 1500 @@ -57,17 +57,17 @@ def test_run_end(): from corsikaio import CorsikaCherenkovFile - with CorsikaCherenkovFile('tests/resources/mmcs65', mmcs=True) as f: + with CorsikaCherenkovFile('../tests/resources/mmcs65', mmcs=True) as f: assert f.run_end['n_events'] == 1500 - with CorsikaCherenkovFile('tests/resources/corsika75700', mmcs=True) as f: + with CorsikaCherenkovFile('../tests/resources/corsika75700', mmcs=True) as f: assert f.run_end['n_events'] == 10 def test_particle_longi(): from corsikaio import CorsikaParticleFile - with CorsikaParticleFile('tests/resources/corsika757_particle') as f: + with CorsikaParticleFile('../tests/resources/corsika757_particle') as f: assert f.run_end['n_events'] == 10 for i, e in enumerate(f, start=1): @@ -78,7 +78,7 @@ def test_particle_longi(): def test_particle_no_parse(): from corsikaio import CorsikaParticleFile - with CorsikaParticleFile('tests/resources/corsika757_particle', parse_blocks=False) as f: + with CorsikaParticleFile('../tests/resources/corsika757_particle', parse_blocks=False) as f: n_read = 0 for e in f: n_read += 1 @@ -110,7 +110,7 @@ def test_truncated(tmp_path, size): from corsikaio import CorsikaParticleFile path = tmp_path / "truncated.dat" - with open("tests/resources/corsika757_particle", "rb") as f: + with open("../tests/resources/corsika757_particle", "rb") as f: with path.open("wb") as out: out.write(f.read(size)) @@ -124,7 +124,7 @@ def test_longitudinal_parameters(): '''Test event end blocks contain longitudinal parameters''' from corsikaio import CorsikaParticleFile - path = "tests/resources/corsika_77500_particle" + path = "../tests/resources/corsika_77500_particle" with CorsikaParticleFile(path) as f: n_events = 0 diff --git a/tests/test_io.py b/tests/test_io.py index 8227078..92b8f69 100644 --- a/tests/test_io.py +++ b/tests/test_io.py @@ -6,22 +6,22 @@ test_files = ( - 'tests/resources/mmcs65', - 'tests/resources/corsika74100' + '../tests/resources/mmcs65', + '../tests/resources/corsika74100' ) def test_fortran_raw(): from corsikaio.io import read_buffer_size - assert read_buffer_size('tests/resources/mmcs65') is None - assert read_buffer_size('tests/resources/corsika74100') == 22932 # standard CORSIKA buffer size + assert read_buffer_size('../tests/resources/mmcs65') is None + assert read_buffer_size('../tests/resources/corsika74100') == 22932 # standard CORSIKA buffer size def test_fortran_raw_file(): from corsikaio import CorsikaFile - events = [e for e in CorsikaFile('tests/resources/corsika75700')] + events = [e for e in CorsikaFile('../tests/resources/corsika75700')] assert len(events) == 10 @@ -32,7 +32,7 @@ def test_read_block(): for path in test_files: buffer_size = read_buffer_size(path) with open(path, 'rb') as f: - block = read_block(f, buffer_size) + block = read_block(f, False, buffer_size) assert block[:4] == b'RUNH' @@ -149,10 +149,10 @@ def test_versions(): buffer_size = read_buffer_size(path) with open(path, 'rb') as f: - block = read_block(f, buffer_size) + block = read_block(f, False, buffer_size) assert get_version(block, RUNH_VERSION_POSITION) == version - block = read_block(f, buffer_size) + block = read_block(f, False, buffer_size) assert get_version(block, EVTH_VERSION_POSITION) == version diff --git a/tests/test_longitudinal.py b/tests/test_longitudinal.py index d43ec2d..5538032 100644 --- a/tests/test_longitudinal.py +++ b/tests/test_longitudinal.py @@ -8,11 +8,11 @@ def test_longitudinal(slant): from corsikaio import longitudinal_fit_function if slant: - path = "./tests/resources/corsika_77500_particle_slant.long" + path = "../tests/resources/corsika_77500_particle_slant.long" n_steps = 105 width = 10 else: - path = "./tests/resources/corsika_77500_particle_vertical.long" + path = "../tests/resources/corsika_77500_particle_vertical.long" n_steps = 208 width = 5 @@ -49,4 +49,4 @@ def test_invalid(tmp_path): from corsikaio import read_longitudinal_distributions with pytest.raises(IOError, match="does not seem to be"): - next(read_longitudinal_distributions("tests/resources/corsika_77500_particle")) + next(read_longitudinal_distributions("../tests/resources/corsika_77500_particle")) From 4bccedc8645cf1f77a13c95ed23b65213f0884b0 Mon Sep 17 00:00:00 2001 From: oven8 Date: Thu, 23 May 2024 17:01:26 +0530 Subject: [PATCH 2/9] Update to support include thinning --- corsikaio/file.py | 39 +++++++++++++++++++++++------ corsikaio/subblocks/__init__.py | 31 ++++++++++++++++++++--- corsikaio/subblocks/event_end.py | 14 +++++++++++ corsikaio/subblocks/event_header.py | 18 +++++++++++++ corsikaio/subblocks/run_end.py | 1 + corsikaio/subblocks/run_header.py | 14 +++++++++++ 6 files changed, 106 insertions(+), 11 deletions(-) diff --git a/corsikaio/file.py b/corsikaio/file.py index ca2e972..5861670 100644 --- a/corsikaio/file.py +++ b/corsikaio/file.py @@ -3,14 +3,18 @@ from .subblocks import ( parse_run_header, + parse_run_header_thin, parse_event_header, + parse_event_header_thin, parse_event_end, + parse_event_end_thin, parse_cherenkov_photons, parse_cherenkov_photons_thin, parse_particle_data, parse_particle_data_thin, parse_longitudinal, parse_run_end, + parse_run_end_thin, get_version, ) from .subblocks.longitudinal import longitudinal_header_dtype @@ -48,7 +52,10 @@ def __init__(self, path, parse_blocks=True, thinning=False): if not runh_bytes[:4] == b'RUNH': raise ValueError('File does not start with b"RUNH"') - self.run_header = parse_run_header(runh_bytes)[0] + if self.thinning == False: + self.run_header = parse_run_header(runh_bytes)[0] + else: + self.run_header = parse_run_header_thin(runh_bytes)[0] self.version = round(float(self.run_header['version']), 4) self._run_end = None @@ -72,7 +79,10 @@ def run_end(self): self._f.seek(-2 * block_size, 1) block = self._f.read(block_size) - self._run_end = parse_run_end(block)[0] + if self.thinning == False: + self._run_end = parse_run_end(block)[0] + else: + self._run_end = parse_run_end_thin(block)[0] self._f.seek(pos) return self._run_end @@ -84,14 +94,20 @@ def __next__(self): raise IOError("File seems to be truncated") if block[:4] == b'RUNE': - self._run_end = parse_run_end(block) + if self.thinning == False: + self._run_end = parse_run_end(block) + else: + self._run_end = parse_run_end_thin(block) raise StopIteration() if block[:4] != b'EVTH': raise IOError('EVTH block expected but found {}'.format(block[:4])) if self.parse_blocks: - event_header = parse_event_header(block)[0] + if self.thinning == False: + event_header = parse_event_header(block)[0] + else: + event_header = parse_event_header_thin(block)[0] else: event_header = _to_floatarray(block) @@ -116,7 +132,10 @@ def __next__(self): raise IOError("File seems to be truncated") if self.parse_blocks: - event_end = parse_event_end(block,self.version)[0] + if self.thinning == False: + event_end = parse_event_end(block,self.version)[0] + else: + event_end = parse_event_end_thin(block,self.version)[0] data = self.parse_data_blocks(data_bytes) longitudinal = parse_longitudinal(long_bytes) else: @@ -151,7 +170,10 @@ def read_headers(self): while block: if block[:4] == b'RUNE': - self._run_end = parse_run_end(block)[0] + if self.thinning == False: + self._run_end = parse_run_end(block)[0] + else: + self._run_end = parse_run_end_thin(block)[0] break if ( @@ -171,7 +193,10 @@ def read_headers(self): self._f.seek(pos) - event_headers = parse_event_header(event_header_data) + if self.thinning == False: + event_headers = parse_event_header(event_header_data) + else: + event_headers = parse_event_header_thin(event_header_data) return self.run_header, event_headers, self._run_end diff --git a/corsikaio/subblocks/__init__.py b/corsikaio/subblocks/__init__.py index e927ec2..6d008e0 100644 --- a/corsikaio/subblocks/__init__.py +++ b/corsikaio/subblocks/__init__.py @@ -1,11 +1,11 @@ import numpy as np import struct -from .run_header import run_header_types -from .run_end import run_end_dtype +from .run_header import run_header_types, run_header_thin_types +from .run_end import run_end_dtype, run_end_thin_dtype -from .event_header import event_header_types -from .event_end import event_end_types +from .event_header import event_header_types, event_header_thin_types +from .event_end import event_end_types, event_end_thin_types from .data import cherenkov_photons_dtype, cherenkov_photons_thin_dtype, particle_data_dtype, particle_data_thin_dtype from .longitudinal import longitudinal_data_dtype @@ -14,7 +14,9 @@ __all__ = [ "parse_event_header", + "parse_event_header_thin", "parse_run_header", + "parse_run_header_thin", "parse_cherenkov_photons", "parse_cherenkov_photons_thin", "parse_particle_data", @@ -30,20 +32,41 @@ def parse_run_header(run_header_bytes): return np.frombuffer(run_header_bytes, dtype=run_header_types[version]) +def parse_run_header_thin(run_header_bytes): + version = get_version(run_header_bytes, RUNH_VERSION_POSITION) + # get corsika minor version (Truncate the float after first digit) + version = float(str(version)[:3]) + return np.frombuffer(run_header_bytes, dtype=run_header_thin_types[version]) + + def parse_run_end(run_end_bytes): return np.frombuffer(run_end_bytes, dtype=run_end_dtype) +def parse_run_end_thin(run_end_bytes): + return np.frombuffer(run_end_bytes, dtype=run_end_thin_dtype) + + def parse_event_header(event_header_bytes): version = get_version(event_header_bytes, EVTH_VERSION_POSITION) version = float(str(version)[:3]) return np.frombuffer(event_header_bytes, dtype=event_header_types[version]) +def parse_event_header_thin(event_header_bytes): + version = get_version(event_header_bytes, EVTH_VERSION_POSITION) + version = float(str(version)[:3]) + return np.frombuffer(event_header_bytes, dtype=event_header_thin_types[version]) + + def parse_event_end(event_end_bytes,version): return np.frombuffer(event_end_bytes, dtype=event_end_types[float(str(version)[:3])]) +def parse_event_end_thin(event_end_bytes,version): + return np.frombuffer(event_end_bytes, dtype=event_end_thin_types[float(str(version)[:3])]) + + def get_version(header_bytes, version_pos): sl = slice(4 * (version_pos - 1), 4 * version_pos) return round(struct.unpack("f", header_bytes[sl])[0], 4) diff --git a/corsikaio/subblocks/event_end.py b/corsikaio/subblocks/event_end.py index 85da66d..bbc61a9 100644 --- a/corsikaio/subblocks/event_end.py +++ b/corsikaio/subblocks/event_end.py @@ -39,10 +39,17 @@ event_end_dtype_65 = build_dtype(event_end_fields_65) event_end_dtype_7x = build_dtype(event_end_fields_7x) +event_end_thin_dtype_65 = build_dtype(event_end_fields_65, itemsize = 4 * 312) +event_end_thin_dtype_7x = build_dtype(event_end_fields_7x, itemsize = 4 * 312) + def warn_dtype(): warnings.warn("Version unknown, using default event end definition dtype of version 7.x") return event_end_dtype_7x +def warn_dtype_thin(): + warnings.warn("Version unknown, using default event end definition dtype of version 7.x") + return event_end_thin_dtype_7x + def warn_fields(): warnings.warn("Version unknown, using default event end fields definition of version 7.x") return event_end_fields_7x @@ -60,3 +67,10 @@ def warn_fields(): event_end_types[7.5] = event_end_dtype_7x event_end_types[7.6] = event_end_dtype_7x event_end_types[7.7] = event_end_dtype_7x + +event_end_thin_types = defaultdict(warn_dtype) +event_end_thin_types[6.5] = event_end_thin_dtype_65 +event_end_thin_types[7.4] = event_end_thin_dtype_7x +event_end_thin_types[7.5] = event_end_thin_dtype_7x +event_end_thin_types[7.6] = event_end_thin_dtype_7x +event_end_thin_types[7.7] = event_end_thin_dtype_7x diff --git a/corsikaio/subblocks/event_header.py b/corsikaio/subblocks/event_header.py index 56f70ec..18c7f24 100644 --- a/corsikaio/subblocks/event_header.py +++ b/corsikaio/subblocks/event_header.py @@ -133,11 +133,21 @@ event_header_dtype_76xxx = build_dtype(event_header_fields_76) event_header_dtype_77xxx = build_dtype(event_header_fields_77) +event_header_thin_dtype_65xxx = build_dtype(event_header_fields_65, itemsize = 4 * 312) +event_header_thin_dtype_73xxx = build_dtype(event_header_fields_73, itemsize = 4 * 312) +event_header_thin_dtype_74xxx = build_dtype(event_header_fields_74, itemsize = 4 * 312) +event_header_thin_dtype_75xxx = build_dtype(event_header_fields_75, itemsize = 4 * 312) +event_header_thin_dtype_76xxx = build_dtype(event_header_fields_76, itemsize = 4 * 312) +event_header_thin_dtype_77xxx = build_dtype(event_header_fields_77, itemsize = 4 * 312) def warn_dtype(): warnings.warn("Version unknown, using event header dtype definition of version 7.7XXX") return event_header_dtype_77xxx +def warn_dtype_thin(): + warnings.warn("Version unknown, using event header definition dtype of version 7.7XXX") + return event_header_thin_dtype_77xxx + def warn_fields(): warnings.warn("Version unknown, using event header fields definition of version 7.7XXX") return event_header_fields_77 @@ -157,3 +167,11 @@ def warn_fields(): event_header_types[7.5] = event_header_dtype_75xxx event_header_types[7.6] = event_header_dtype_76xxx event_header_types[7.7] = event_header_dtype_76xxx + +event_header_thin_types = defaultdict(warn_dtype_thin) +event_header_thin_types[6.5] = event_header_thin_dtype_65xxx +event_header_thin_types[7.3] = event_header_thin_dtype_73xxx +event_header_thin_types[7.4] = event_header_thin_dtype_74xxx +event_header_thin_types[7.5] = event_header_thin_dtype_75xxx +event_header_thin_types[7.6] = event_header_thin_dtype_76xxx +event_header_thin_types[7.7] = event_header_thin_dtype_76xxx diff --git a/corsikaio/subblocks/run_end.py b/corsikaio/subblocks/run_end.py index fafd267..51218da 100644 --- a/corsikaio/subblocks/run_end.py +++ b/corsikaio/subblocks/run_end.py @@ -8,3 +8,4 @@ ] run_end_dtype = build_dtype(run_end_fields) +run_end_thin_dtype = build_dtype(run_end_fields, itemsize = 4 * 312) \ No newline at end of file diff --git a/corsikaio/subblocks/run_header.py b/corsikaio/subblocks/run_header.py index 552a1e4..b444cab 100644 --- a/corsikaio/subblocks/run_header.py +++ b/corsikaio/subblocks/run_header.py @@ -75,17 +75,24 @@ run_header_dtype_7x = build_dtype(run_header_fields_7x) +run_header_thin_dtype_7x = build_dtype(run_header_fields_7x, itemsize = 4 * 312) run_header_dtype_65 = build_dtype(run_header_fields_65) +run_header_thin_dtype_65 = build_dtype(run_header_fields_65, itemsize = 4 * 312) def warn_dtype(): warnings.warn("Version unknown, using run header definition dtype of version 7.x") return run_header_dtype_7x +def warn_dtype_thin(): + warnings.warn("Version unknown, using run header definition dtype of version 7.x") + return run_header_thin_dtype_7x + def warn_fields(): warnings.warn("Version unknown, using run header fields definition of version 7.x") return run_header_fields_7x + run_header_fields = defaultdict(warn_fields) run_header_fields[6.5] = run_header_fields_65 run_header_fields[7.4] = run_header_fields_7x @@ -99,3 +106,10 @@ def warn_fields(): run_header_types[7.5] = run_header_dtype_7x run_header_types[7.6] = run_header_dtype_7x run_header_types[7.7] = run_header_dtype_7x + +run_header_thin_types = defaultdict(warn_dtype_thin) +run_header_thin_types[6.5] = run_header_thin_dtype_65 +run_header_thin_types[7.4] = run_header_thin_dtype_7x +run_header_thin_types[7.5] = run_header_thin_dtype_7x +run_header_thin_types[7.6] = run_header_thin_dtype_7x +run_header_thin_types[7.7] = run_header_thin_dtype_7x From 83d72fa5a3aa763e84fa6900e14af356b61f0a71 Mon Sep 17 00:00:00 2001 From: oven8 Date: Sun, 26 May 2024 00:57:44 +0530 Subject: [PATCH 3/9] Update for thinning data structure --- corsikaio/file.py | 39 +++++++++++++++++++------------------ corsikaio/subblocks/data.py | 18 ++--------------- tests/test_as_dict.py | 2 +- tests/test_file.py | 24 +++++++++++------------ tests/test_io.py | 10 +++++----- tests/test_longitudinal.py | 6 +++--- 6 files changed, 43 insertions(+), 56 deletions(-) diff --git a/corsikaio/file.py b/corsikaio/file.py index 5861670..5b65f70 100644 --- a/corsikaio/file.py +++ b/corsikaio/file.py @@ -47,12 +47,16 @@ def __init__(self, path, parse_blocks=True, thinning=False): self._buffer_size = read_buffer_size(path) self._f = open_compressed(path) self._block_iter = iter_blocks(self._f, thinning=self.thinning) + if self.thinning is False: + self.block_size = BLOCK_SIZE_BYTES + else: + self.block_size = BLOCK_SIZE_BYTES_THIN runh_bytes = next(self._block_iter) if not runh_bytes[:4] == b'RUNH': raise ValueError('File does not start with b"RUNH"') - if self.thinning == False: + if self.thinning is False: self.run_header = parse_run_header(runh_bytes)[0] else: self.run_header = parse_run_header_thin(runh_bytes)[0] @@ -61,10 +65,7 @@ def __init__(self, path, parse_blocks=True, thinning=False): @property def run_end(self): - if self.thinning == False: - block_size = BLOCK_SIZE_BYTES - else: - block_size = BLOCK_SIZE_BYTES_THIN + if self._run_end is None: pos = self._f.tell() @@ -73,13 +74,13 @@ def run_end(self): else: self._f.seek(-4, 2) - self._f.seek(-block_size, 1) - block = self._f.read(block_size) + self._f.seek(-self.block_size, 1) + block = self._f.read(self.block_size) while block[:4] != b'RUNE': - self._f.seek(-2 * block_size, 1) - block = self._f.read(block_size) + self._f.seek(-2 * self.block_size, 1) + block = self._f.read(self.block_size) - if self.thinning == False: + if self.thinning is False: self._run_end = parse_run_end(block)[0] else: self._run_end = parse_run_end_thin(block)[0] @@ -94,7 +95,7 @@ def __next__(self): raise IOError("File seems to be truncated") if block[:4] == b'RUNE': - if self.thinning == False: + if self.thinning is False: self._run_end = parse_run_end(block) else: self._run_end = parse_run_end_thin(block) @@ -104,7 +105,7 @@ def __next__(self): raise IOError('EVTH block expected but found {}'.format(block[:4])) if self.parse_blocks: - if self.thinning == False: + if self.thinning is False: event_header = parse_event_header(block)[0] else: event_header = parse_event_header_thin(block)[0] @@ -132,7 +133,7 @@ def __next__(self): raise IOError("File seems to be truncated") if self.parse_blocks: - if self.thinning == False: + if self.thinning is False: event_end = parse_event_end(block,self.version)[0] else: event_end = parse_event_end_thin(block,self.version)[0] @@ -140,7 +141,7 @@ def __next__(self): longitudinal = parse_longitudinal(long_bytes) else: event_end = _to_floatarray(block) - if self.thinning == False: + if self.thinning is False: data = _to_floatarray(data_bytes).reshape(-1, 7) else: data = _to_floatarray(data_bytes).reshape(-1, 8) @@ -150,7 +151,7 @@ def __next__(self): return self.EventClass(event_header, data, longitudinal, event_end) def parse_data_blocks(self, data_bytes): - if self.thinning == False: + if self.thinning is False: array = np.frombuffer(data_bytes, dtype='float32').reshape(-1, 7) else: array = np.frombuffer(data_bytes, dtype='float32').reshape(-1, 8) @@ -170,7 +171,7 @@ def read_headers(self): while block: if block[:4] == b'RUNE': - if self.thinning == False: + if self.thinning is False: self._run_end = parse_run_end(block)[0] else: self._run_end = parse_run_end_thin(block)[0] @@ -193,7 +194,7 @@ def read_headers(self): self._f.seek(pos) - if self.thinning == False: + if self.thinning is False: event_headers = parse_event_header(event_header_data) else: event_headers = parse_event_header_thin(event_header_data) @@ -219,7 +220,7 @@ def __init__(self, path, thinning=False, mmcs=False, **kwargs): self.mmcs = mmcs def parse_data_blocks(self, data_bytes): - if self.thinning == False: + if self.thinning is False: photons = parse_cherenkov_photons(data_bytes) else: photons = parse_cherenkov_photons_thin(data_bytes) @@ -245,7 +246,7 @@ def __init__(self, path, thinning=False, **kwargs): self.EventClass = ParticleEvent def parse_data_blocks(self, data_bytes): - if self.thinning == False: + if self.thinning is False: return parse_particle_data(data_bytes) else: return parse_particle_data_thin(data_bytes) diff --git a/corsikaio/subblocks/data.py b/corsikaio/subblocks/data.py index c2e49fe..3a5a3a3 100644 --- a/corsikaio/subblocks/data.py +++ b/corsikaio/subblocks/data.py @@ -12,14 +12,7 @@ cherenkov_photons_dtype = build_dtype(cherenkov_photons_fields, itemsize=None) -cherenkov_photons_fields_thin = [ - Field(1, "n_photons", dtype="float32"), - Field(2, "x", unit="cm", dtype="float32"), - Field(3, "y", unit="cm", dtype="float32"), - Field(4, "u", dtype="float32"), - Field(5, "v", dtype="float32"), - Field(6, "t", unit="ns", dtype="float32"), - Field(7, "production_height", unit="cm", dtype="float32"), +cherenkov_photons_fields_thin = cherenkov_photons_fields + [ Field(8, "thinning_level", dtype="float32"), ] @@ -51,14 +44,7 @@ particle_data_dtype = build_dtype(particle_data_fields, itemsize=None) -particle_data_fields_thin = [ - Field(1, "particle_description", dtype="float32"), - Field(2, "px", unit="GeV/c", dtype="float32"), - Field(3, "py", unit="GeV/c", dtype="float32"), - Field(4, "pz", unit="GeV/c", dtype="float32"), - Field(5, "x", unit="cm", dtype="float32"), - Field(6, "y", unit="cm", dtype="float32"), - Field(7, "t", unit="ns", dtype="float32"), +particle_data_fields_thin = particle_data_fields + [ Field(8, "thinning_level", dtype="float32"), ] diff --git a/tests/test_as_dict.py b/tests/test_as_dict.py index ce6e34b..9aaecc9 100644 --- a/tests/test_as_dict.py +++ b/tests/test_as_dict.py @@ -1,7 +1,7 @@ def test_as_dict(): from corsikaio import CorsikaCherenkovFile, as_dict - with CorsikaCherenkovFile('../tests/resources/corsika75700') as f: + with CorsikaCherenkovFile('tests/resources/corsika75700') as f: e = next(f) header = as_dict(e.header) diff --git a/tests/test_file.py b/tests/test_file.py index f76b690..2a9d0e4 100644 --- a/tests/test_file.py +++ b/tests/test_file.py @@ -8,11 +8,11 @@ def test_version(): from corsikaio import CorsikaFile - with CorsikaFile('../tests/resources/mmcs65') as f: + with CorsikaFile('tests/resources/mmcs65') as f: assert isinstance(f.version, float) assert f.version == 6.5 - with CorsikaFile('../tests/resources/corsika74100') as f: + with CorsikaFile('tests/resources/corsika74100') as f: assert isinstance(f.version, float) assert f.version == 7.41 @@ -20,7 +20,7 @@ def test_version(): def test_next(): from corsikaio import CorsikaFile - with CorsikaFile('../tests/resources/mmcs65') as f: + with CorsikaFile('tests/resources/mmcs65') as f: i = 0 for event in f: i += 1 @@ -31,7 +31,7 @@ def test_cherenkov(): from corsikaio import CorsikaCherenkovFile - with CorsikaCherenkovFile('../tests/resources/mmcs65', mmcs=True) as f: + with CorsikaCherenkovFile('tests/resources/mmcs65', mmcs=True) as f: event = next(f) assert hasattr(event, 'photons') @@ -39,7 +39,7 @@ def test_cherenkov(): def test_headers(): from corsikaio import CorsikaCherenkovFile - with CorsikaCherenkovFile('../tests/resources/mmcs65', mmcs=True) as f: + with CorsikaCherenkovFile('tests/resources/mmcs65', mmcs=True) as f: run_header, event_headers, run_end = f.read_headers() assert len(event_headers) == 1500 @@ -48,7 +48,7 @@ def test_headers(): def test_accidental_evth(): from corsikaio import CorsikaCherenkovFile - with CorsikaCherenkovFile('../tests/resources/accidental_evth.gz', mmcs=True) as f: + with CorsikaCherenkovFile('tests/resources/accidental_evth.gz', mmcs=True) as f: run_header, event_headers, run_end = f.read_headers() assert len(event_headers) == 1500 @@ -57,17 +57,17 @@ def test_run_end(): from corsikaio import CorsikaCherenkovFile - with CorsikaCherenkovFile('../tests/resources/mmcs65', mmcs=True) as f: + with CorsikaCherenkovFile('tests/resources/mmcs65', mmcs=True) as f: assert f.run_end['n_events'] == 1500 - with CorsikaCherenkovFile('../tests/resources/corsika75700', mmcs=True) as f: + with CorsikaCherenkovFile('tests/resources/corsika75700', mmcs=True) as f: assert f.run_end['n_events'] == 10 def test_particle_longi(): from corsikaio import CorsikaParticleFile - with CorsikaParticleFile('../tests/resources/corsika757_particle') as f: + with CorsikaParticleFile('tests/resources/corsika757_particle') as f: assert f.run_end['n_events'] == 10 for i, e in enumerate(f, start=1): @@ -78,7 +78,7 @@ def test_particle_longi(): def test_particle_no_parse(): from corsikaio import CorsikaParticleFile - with CorsikaParticleFile('../tests/resources/corsika757_particle', parse_blocks=False) as f: + with CorsikaParticleFile('tests/resources/corsika757_particle', parse_blocks=False) as f: n_read = 0 for e in f: n_read += 1 @@ -110,7 +110,7 @@ def test_truncated(tmp_path, size): from corsikaio import CorsikaParticleFile path = tmp_path / "truncated.dat" - with open("../tests/resources/corsika757_particle", "rb") as f: + with open("tests/resources/corsika757_particle", "rb") as f: with path.open("wb") as out: out.write(f.read(size)) @@ -124,7 +124,7 @@ def test_longitudinal_parameters(): '''Test event end blocks contain longitudinal parameters''' from corsikaio import CorsikaParticleFile - path = "../tests/resources/corsika_77500_particle" + path = "tests/resources/corsika_77500_particle" with CorsikaParticleFile(path) as f: n_events = 0 diff --git a/tests/test_io.py b/tests/test_io.py index 92b8f69..b11df67 100644 --- a/tests/test_io.py +++ b/tests/test_io.py @@ -6,22 +6,22 @@ test_files = ( - '../tests/resources/mmcs65', - '../tests/resources/corsika74100' + 'tests/resources/mmcs65', + 'tests/resources/corsika74100' ) def test_fortran_raw(): from corsikaio.io import read_buffer_size - assert read_buffer_size('../tests/resources/mmcs65') is None - assert read_buffer_size('../tests/resources/corsika74100') == 22932 # standard CORSIKA buffer size + assert read_buffer_size('tests/resources/mmcs65') is None + assert read_buffer_size('tests/resources/corsika74100') == 22932 # standard CORSIKA buffer size def test_fortran_raw_file(): from corsikaio import CorsikaFile - events = [e for e in CorsikaFile('../tests/resources/corsika75700')] + events = [e for e in CorsikaFile('tests/resources/corsika75700')] assert len(events) == 10 diff --git a/tests/test_longitudinal.py b/tests/test_longitudinal.py index 5538032..bf1c992 100644 --- a/tests/test_longitudinal.py +++ b/tests/test_longitudinal.py @@ -8,11 +8,11 @@ def test_longitudinal(slant): from corsikaio import longitudinal_fit_function if slant: - path = "../tests/resources/corsika_77500_particle_slant.long" + path = "tests/resources/corsika_77500_particle_slant.long" n_steps = 105 width = 10 else: - path = "../tests/resources/corsika_77500_particle_vertical.long" + path = "tests/resources/corsika_77500_particle_vertical.long" n_steps = 208 width = 5 @@ -49,4 +49,4 @@ def test_invalid(tmp_path): from corsikaio import read_longitudinal_distributions with pytest.raises(IOError, match="does not seem to be"): - next(read_longitudinal_distributions("../tests/resources/corsika_77500_particle")) + next(read_longitudinal_distributions("tests/resources/corsika_77500_particle")) From 47953a71c4fcf35fbc7cc05e899d1fd08e687bb1 Mon Sep 17 00:00:00 2001 From: oven8 Date: Sun, 26 May 2024 01:52:33 +0530 Subject: [PATCH 4/9] Changed 'thinning_levels' to 'thinning_weight' --- corsikaio/subblocks/data.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/corsikaio/subblocks/data.py b/corsikaio/subblocks/data.py index 3a5a3a3..1381352 100644 --- a/corsikaio/subblocks/data.py +++ b/corsikaio/subblocks/data.py @@ -13,7 +13,7 @@ cherenkov_photons_dtype = build_dtype(cherenkov_photons_fields, itemsize=None) cherenkov_photons_fields_thin = cherenkov_photons_fields + [ - Field(8, "thinning_level", dtype="float32"), + Field(8, "thinning_weight", dtype="float32"), ] cherenkov_photons_thin_dtype = build_dtype(cherenkov_photons_fields_thin, itemsize=None) @@ -45,7 +45,7 @@ particle_data_dtype = build_dtype(particle_data_fields, itemsize=None) particle_data_fields_thin = particle_data_fields + [ - Field(8, "thinning_level", dtype="float32"), + Field(8, "thinning_weight", dtype="float32"), ] particle_data_thin_dtype = build_dtype(particle_data_fields_thin, itemsize=None) From 8122b956406a2db2df05952eced3293087addfeb Mon Sep 17 00:00:00 2001 From: oven8 Date: Sun, 26 May 2024 01:53:52 +0530 Subject: [PATCH 5/9] Added version test for thin file structure --- tests/test_file.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/tests/test_file.py b/tests/test_file.py index 2a9d0e4..53ad280 100644 --- a/tests/test_file.py +++ b/tests/test_file.py @@ -16,6 +16,10 @@ def test_version(): assert isinstance(f.version, float) assert f.version == 7.41 + with CorsikaFile('tests/resources/corsika76900_thin', thinning = True) as f: + assert isinstance(f.version, float) + assert f.version == 7.69 + def test_next(): from corsikaio import CorsikaFile From 61d83d037537844f7bbac504642f09943e64d7e5 Mon Sep 17 00:00:00 2001 From: oven8 Date: Sun, 26 May 2024 01:54:44 +0530 Subject: [PATCH 6/9] Added thin Cherenkov binary data file --- tests/resources/cer_corsika76900_thin | Bin 0 -> 524320 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 tests/resources/cer_corsika76900_thin diff --git a/tests/resources/cer_corsika76900_thin b/tests/resources/cer_corsika76900_thin new file mode 100644 index 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