def decode_subset(json_data):
result = []
for el in json_data:
if isinstance(el, dict):
descriptor = flat_descriptors[el["desc"]]
result.append(_decode_raw_value(el["val"], descriptor))
else:
result.append(decode_subset(el))
return result
def decode_subset(json_data):
result = []
for el in json_data:
if isinstance(el, dict):
descriptor = flat_descriptors[el["desc"]]
result.append(_decode_raw_value(el["val"], descriptor))
else:
result.append(decode_subset(el))
return result
def decode_compressed(bits, descriptors, n_subsets, operators,
descriptor_overlay):
"""
:param bits: Bit stream to decode from
:param descriptors: Descriptor iterator
:param n_subsets: Number of subsets to decode
:param dict operators: Operators in effect, indexed by opcode
:param dict descriptor_overlay: Overlay descriptors affected by CHANGE_REFERENCE_VALUES operator
"""
subsets = [[] for x in range(n_subsets)]
for descriptor in descriptors:
descriptor = descriptor_overlay.get(descriptor.code, descriptor)
if isinstance(descriptor, ElementDescriptor):
op_crf = operators.get(OpCode.CHANGE_REFERENCE_VALUES, None)
if op_crf is not None:
dummy_descriptors = iter([
ElementDescriptor(fxy2int("999999"), op_crf.bits(), 0,
0, "ASSOCIATED FIELD", "NUMERIC")
])
_subsets = decode_compressed(bits, dummy_descriptors,
n_subsets, {}, {})
raw_vals = [subset[0].raw_value for subset in _subsets]
if len(set(raw_vals)) != 1:
raise ValueError(
"Encountered different reference values for different subsets: %s",
raw_vals)
ref_value = raw_vals[0]
top_bit_mask = (1 << op_crf.bits() - 1)
if ref_value & top_bit_mask:
ref_value = -(ref_value & ~top_bit_mask)
overlay_descriptor = ElementDescriptor(
descriptor.code, descriptor.length, descriptor.scale,
ref_value, descriptor.significance, descriptor.unit)
descriptor_overlay[descriptor.code] = overlay_descriptor
continue
op_aaf = operators.get(OpCode.ADD_ASSOCIATED_FIELD, None)
if op_aaf is not None and descriptor.code != fxy2int("031021"):
# Don't apply to ASSOCIATED FIELD SIGNIFICANCE
# Use dummy descriptor 999999 for associated field, like Geo::BUFR and libbufr
dummy_descriptors = iter([
ElementDescriptor(fxy2int("999999"), op_aaf.bits(), 0,
0, "ASSOCIATED FIELD", "NUMERIC")
])
vals = decode_compressed(bits, dummy_descriptors,
n_subsets, {}, {})
for i, ss in enumerate(vals):
subsets[i].extend(ss)
read_length = _calculate_read_length(descriptor, operators)
if descriptor.unit == 'CCITTIA5':
ref_value = Bits._readhex(bits, read_length, bits.pos)
else:
ref_value = Bits._readuint(bits, read_length, bits.pos)
bits.pos += read_length
n_bits = Bits._readuint(bits, 6, bits.pos)
bits.pos += 6
for i in range(n_subsets):
if descriptor.unit == 'CCITTIA5':
n_chars = n_bits
if n_chars:
raw_value = Bits._readhex(bits, n_chars * 8,
bits.pos)
bits.pos += n_chars * 8
value = _decode_raw_value(raw_value, descriptor,
operators)
else:
value = _decode_raw_value(ref_value, descriptor,
operators)
else:
if n_bits:
increment = Bits._readuint(bits, n_bits, bits.pos)
bits.pos += n_bits
if increment ^ ((1 << n_bits) -
1) == 0: # Missing value, all-ones
value = _decode_raw_value(
(1 << descriptor.length) - 1, descriptor,
operators)
else:
value = _decode_raw_value(
ref_value + increment, descriptor,
operators)
else:
value = _decode_raw_value(ref_value, descriptor,
operators)
subsets[i].append(value)
elif isinstance(descriptor, ReplicationDescriptor):
aggregations = [[] for x in range(n_subsets)]
if descriptor.count:
bval = None
count = descriptor.count
else:
bval = decode_compressed(bits,
itertools.islice(descriptors, 1),
n_subsets, {}, {})[0][0]
count = bval.value
n_fields = descriptor.fields
field_descriptors = list(
itertools.islice(descriptors, n_fields))
if bval is None or bval.descriptor.code in REPLICATION_DESCRIPTORS:
# Regular replication, X elements repeated Y or <element value> times in the file
for _ in range(count):
replication = decode_compressed(
bits, iter(field_descriptors), n_subsets,
operators, descriptor_overlay)
for subset_idx in range(n_subsets):
aggregations[subset_idx].append(
replication[subset_idx])
elif bval.descriptor.code in REPETITION_DESCRIPTORS:
# Repeated replication, X elements present once in the file, output <element value> times
replication = decode_compressed(bits,
iter(field_descriptors),
n_subsets, operators,
descriptor_overlay)
for _ in range(count):
for subset_idx in range(n_subsets):
aggregations[subset_idx].append(
replication[subset_idx])
else:
raise ValueError(
"Unexpected delayed replication element %s" % bval)
for subset_idx in range(n_subsets):
subsets[subset_idx].append(aggregations[subset_idx])
elif isinstance(descriptor, OperatorDescriptor):
op = descriptor.operator
if op.opcode in (1, 2, 3, 4, 7):
if op.neutral():
del operators[op.opcode]
else:
op.check_conflict(operators)
operators[op.opcode] = op
else:
raise NotImplementedError(
"Can only decode operators 201-204 and 207 for compressed BUFR data at the moment, please file an issue on GitHub, found operator: 2%02d"
% op.opcode)
elif isinstance(descriptor, SequenceDescriptor):
comp = decode_compressed(bits, iter(descriptor.descriptors),
n_subsets, operators,
descriptor_overlay)
for i, subset in enumerate(comp):
subsets[i].extend(subset)
else:
raise NotImplementedError("Unknown descriptor type: %s" %
descriptor)
return subsets
def decode(bits, descriptors, operators, descriptor_overlay):
"""
:param bits: Bit stream to decode from
:param descriptors: Descriptor iterator
:param dict operators: Operators in effect, indexed by opcode
:param dict descriptor_overlay: Overlay descriptors affected by CHANGE_REFERENCE_VALUES operator
"""
values = []
for descriptor in descriptors:
descriptor = descriptor_overlay.get(descriptor.code, descriptor)
if isinstance(descriptor, ElementDescriptor):
op_crf = operators.get(OpCode.CHANGE_REFERENCE_VALUES, None)
if op_crf is not None:
ref_value = Bits._readuint(bits, op_crf.bits(), bits.pos)
bits.pos += op_crf.bits()
top_bit_mask = (1 << op_crf.bits() - 1)
if ref_value & top_bit_mask:
ref_value = -(ref_value & ~top_bit_mask)
overlay_descriptor = ElementDescriptor(
descriptor.code, descriptor.length, descriptor.scale,
ref_value, descriptor.significance, descriptor.unit)
descriptor_overlay[descriptor.code] = overlay_descriptor
continue
op_aaf = operators.get(OpCode.ADD_ASSOCIATED_FIELD, None)
if op_aaf is not None and descriptor.code != fxy2int("031021"):
# Don't apply to ASSOCIATED FIELD SIGNIFICANCE
associated_value = Bits._readuint(bits, op_aaf.bits(),
bits.pos)
bits.pos += op_aaf.bits()
# Use dummy descriptor 999999 for associated field, like Geo::BUFR and libbufr
dummy_descriptor = ElementDescriptor(
fxy2int("999999"), op_aaf.bits(), 0, 0,
"ASSOCIATED FIELD", "NUMERIC")
values.append(
BufrValue(associated_value, associated_value,
dummy_descriptor))
read_length = _calculate_read_length(descriptor, operators)
if descriptor.unit == 'CCITTIA5':
raw_value = Bits._readhex(bits, read_length, bits.pos)
else:
raw_value = Bits._readuint(bits, read_length, bits.pos)
bits.pos += read_length
values.append(
_decode_raw_value(raw_value, descriptor, operators))
elif isinstance(descriptor, ReplicationDescriptor):
aggregation = []
if descriptor.count:
bval = None
count = descriptor.count
else:
bval = decode(bits, itertools.islice(descriptors, 1), {},
{})[0]
count = bval.value
n_fields = descriptor.fields
field_descriptors = list(
itertools.islice(descriptors, n_fields))
if bval is None or bval.descriptor.code in REPLICATION_DESCRIPTORS:
# Regular replication, X elements repeated Y or <element value> times in the file
for _ in range(count):
aggregation.append(
decode(bits, iter(field_descriptors), operators,
descriptor_overlay))
elif bval.descriptor.code in REPETITION_DESCRIPTORS:
# Repeated replication, X elements present once in the file, output <element value> times
repeated_values = decode(bits, iter(field_descriptors),
operators, descriptor_overlay)
for _ in range(count):
aggregation.append(repeated_values)
else:
raise ValueError(
"Unexpected delayed replication element %s" % bval)
values.append(aggregation)
elif isinstance(descriptor, OperatorDescriptor):
op = descriptor.operator
if op.immediate:
if op.opcode == OpCode.SIGNIFY_CHARACTER:
raw_value = Bits._readhex(bits, op.bits(), bits.pos)
bits.pos += op.bits()
char_descriptor = ElementDescriptor(
fxy2int(op.code), op.bits(), 0, 0,
"CHARACTER INFORMATION", "CCITTIA5")
value = _decode_raw_value(raw_value, char_descriptor,
{})
values.append(value)
elif op.opcode == OpCode.SIGNIFY_LOCAL_DESCRIPTOR:
base_descriptor = itertools.islice(descriptors, 1)[0]
mod_descriptor = ElementDescriptor(
base_descriptor.code, op.bits(),
base_descriptor.scale, base_descriptor.ref,
base_descriptor.significance, base_descriptor.unit)
values.add(decode(bits, descriptors, {}, {})[0].value)
else:
raise NotImplementedError(
"Unknown immediate operator: %s" % str(descriptor))
else:
if op.neutral():
del operators[op.opcode]
else:
op.check_conflict(operators)
operators[op.opcode] = op
elif isinstance(descriptor, SequenceDescriptor):
seq = decode(bits, iter(descriptor.descriptors), operators,
descriptor_overlay)
values.extend(seq)
else:
raise NotImplementedError("Unknown descriptor type: %s" %
descriptor)
return values
def decode_compressed(bits, descriptors, n_subsets, operators, descriptor_overlay):
"""
:param bits: Bit stream to decode from
:param descriptors: Descriptor iterator
:param n_subsets: Number of subsets to decode
:param dict operators: Operators in effect, indexed by opcode
:param dict descriptor_overlay: Overlay descriptors affected by CHANGE_REFERENCE_VALUES operator
"""
subsets = [[] for x in range(n_subsets)]
for descriptor in descriptors:
descriptor = descriptor_overlay.get(descriptor.code, descriptor)
if isinstance(descriptor, ElementDescriptor):
op_crf = operators.get(OpCode.CHANGE_REFERENCE_VALUES, None)
if op_crf is not None:
dummy_descriptors = iter([ElementDescriptor(fxy2int("999999"), op_crf.bits(), 0, 0, "ASSOCIATED FIELD", "NUMERIC")])
_subsets = decode_compressed(bits, dummy_descriptors, n_subsets, {}, {})
raw_vals = [subset[0].raw_value for subset in _subsets]
if len(set(raw_vals)) != 1:
raise ValueError("Encountered different reference values for different subsets: %s", raw_vals)
ref_value = raw_vals[0]
top_bit_mask = (1 << op_crf.bits()-1)
if ref_value & top_bit_mask:
ref_value = -(ref_value & ~top_bit_mask)
overlay_descriptor = ElementDescriptor(descriptor.code, descriptor.length, descriptor.scale, ref_value, descriptor.significance, descriptor.unit)
descriptor_overlay[descriptor.code] = overlay_descriptor
continue
op_aaf = operators.get(OpCode.ADD_ASSOCIATED_FIELD, None)
if op_aaf is not None and descriptor.code != fxy2int("031021"):
# Don't apply to ASSOCIATED FIELD SIGNIFICANCE
# Use dummy descriptor 999999 for associated field, like Geo::BUFR and libbufr
dummy_descriptors = iter([ElementDescriptor(fxy2int("999999"), op_aaf.bits(), 0, 0, "ASSOCIATED FIELD", "NUMERIC")])
vals = decode_compressed(bits, dummy_descriptors, n_subsets, {}, {})
for i,ss in enumerate(vals):
subsets[i].extend(ss)
read_length = _calculate_read_length(descriptor, operators)
if descriptor.unit == 'CCITTIA5':
ref_value = Bits._readhex(bits, read_length, bits.pos)
else:
ref_value = Bits._readuint(bits, read_length, bits.pos)
bits.pos += read_length
n_bits = Bits._readuint(bits, 6, bits.pos)
bits.pos += 6
for i in range(n_subsets):
if descriptor.unit == 'CCITTIA5':
n_chars = n_bits
if n_chars:
raw_value = Bits._readhex(bits, n_chars*8, bits.pos)
bits.pos += n_chars*8
value = _decode_raw_value(raw_value, descriptor, operators)
else:
value = _decode_raw_value(ref_value, descriptor, operators)
else:
if n_bits:
increment = Bits._readuint(bits, n_bits, bits.pos)
bits.pos += n_bits
if increment ^ ((1 << n_bits)-1) == 0: # Missing value, all-ones
value = _decode_raw_value((1 << descriptor.length)-1, descriptor, operators)
else:
value = _decode_raw_value(ref_value + increment, descriptor, operators)
else:
value = _decode_raw_value(ref_value, descriptor, operators)
subsets[i].append(value)
elif isinstance(descriptor, ReplicationDescriptor):
aggregations = [[] for x in range(n_subsets)]
if descriptor.count:
bval = None
count = descriptor.count
else:
bval = decode_compressed(bits, itertools.islice(descriptors, 1), n_subsets, {}, {})[0][0]
count = bval.value
n_fields = descriptor.fields
field_descriptors = list(itertools.islice(descriptors, n_fields))
if bval is None or bval.descriptor.code in REPLICATION_DESCRIPTORS:
# Regular replication, X elements repeated Y or <element value> times in the file
for _ in range(count):
replication = decode_compressed(bits, iter(field_descriptors), n_subsets, operators, descriptor_overlay)
for subset_idx in range(n_subsets):
aggregations[subset_idx].append(replication[subset_idx])
elif bval.descriptor.code in REPETITION_DESCRIPTORS:
# Repeated replication, X elements present once in the file, output <element value> times
replication = decode_compressed(bits, iter(field_descriptors), n_subsets, operators, descriptor_overlay)
for _ in range(count):
for subset_idx in range(n_subsets):
aggregations[subset_idx].append(replication[subset_idx])
else:
raise ValueError("Unexpected delayed replication element %s" %bval)
for subset_idx in range(n_subsets):
subsets[subset_idx].append(aggregations[subset_idx])
elif isinstance(descriptor, OperatorDescriptor):
op = descriptor.operator
if op.opcode in (1,2,3,4,7):
if op.neutral():
del operators[op.opcode]
else:
op.check_conflict(operators)
operators[op.opcode] = op
else:
raise NotImplementedError("Can only decode operators 201-204 and 207 for compressed BUFR data at the moment, please file an issue on GitHub, found operator: 2%02d" %op.opcode)
elif isinstance(descriptor, SequenceDescriptor):
comp = decode_compressed(bits, iter(descriptor.descriptors), n_subsets, operators, descriptor_overlay)
for i,subset in enumerate(comp):
subsets[i].extend(subset)
else:
raise NotImplementedError("Unknown descriptor type: %s" % descriptor)
return subsets
def decode(bits, descriptors, operators, descriptor_overlay):
"""
:param bits: Bit stream to decode from
:param descriptors: Descriptor iterator
:param dict operators: Operators in effect, indexed by opcode
:param dict descriptor_overlay: Overlay descriptors affected by CHANGE_REFERENCE_VALUES operator
"""
values = []
for descriptor in descriptors:
descriptor = descriptor_overlay.get(descriptor.code, descriptor)
if isinstance(descriptor, ElementDescriptor):
op_crf = operators.get(OpCode.CHANGE_REFERENCE_VALUES, None)
if op_crf is not None:
ref_value = Bits._readuint(bits, op_crf.bits(), bits.pos)
bits.pos += op_crf.bits()
top_bit_mask = (1 << op_crf.bits()-1)
if ref_value & top_bit_mask:
ref_value = -(ref_value & ~top_bit_mask)
overlay_descriptor = ElementDescriptor(descriptor.code, descriptor.length, descriptor.scale, ref_value, descriptor.significance, descriptor.unit)
descriptor_overlay[descriptor.code] = overlay_descriptor
continue
op_aaf = operators.get(OpCode.ADD_ASSOCIATED_FIELD, None)
if op_aaf is not None and descriptor.code != fxy2int("031021"):
# Don't apply to ASSOCIATED FIELD SIGNIFICANCE
associated_value = Bits._readuint(bits, op_aaf.bits(), bits.pos)
bits.pos += op_aaf.bits()
# Use dummy descriptor 999999 for associated field, like Geo::BUFR and libbufr
dummy_descriptor = ElementDescriptor(fxy2int("999999"), op_aaf.bits(), 0, 0, "ASSOCIATED FIELD", "NUMERIC")
values.append(BufrValue(associated_value, associated_value, dummy_descriptor))
read_length = _calculate_read_length(descriptor, operators)
if descriptor.unit == 'CCITTIA5':
raw_value = Bits._readhex(bits, read_length, bits.pos)
else:
raw_value = Bits._readuint(bits, read_length, bits.pos)
bits.pos += read_length
values.append(_decode_raw_value(raw_value, descriptor, operators))
elif isinstance(descriptor, ReplicationDescriptor):
aggregation = []
if descriptor.count:
bval = None
count = descriptor.count
else:
bval = decode(bits, itertools.islice(descriptors, 1), {}, {})[0]
count = bval.value
n_fields = descriptor.fields
field_descriptors = list(itertools.islice(descriptors, n_fields))
if bval is None or bval.descriptor.code in REPLICATION_DESCRIPTORS:
# Regular replication, X elements repeated Y or <element value> times in the file
for _ in range(count):
aggregation.append(decode(bits, iter(field_descriptors), operators, descriptor_overlay))
elif bval.descriptor.code in REPETITION_DESCRIPTORS:
# Repeated replication, X elements present once in the file, output <element value> times
repeated_values = decode(bits, iter(field_descriptors), operators, descriptor_overlay)
for _ in range(count):
aggregation.append(repeated_values)
else:
raise ValueError("Unexpected delayed replication element %s" %bval)
values.append(aggregation)
elif isinstance(descriptor, OperatorDescriptor):
op = descriptor.operator
if op.immediate:
if op.opcode == OpCode.SIGNIFY_CHARACTER:
raw_value = Bits._readhex(bits, op.bits(), bits.pos)
bits.pos += op.bits()
char_descriptor = ElementDescriptor(fxy2int(op.code), op.bits(), 0, 0, "CHARACTER INFORMATION", "CCITTIA5")
value = _decode_raw_value(raw_value, char_descriptor, {})
values.append(value)
elif op.opcode == OpCode.SIGNIFY_LOCAL_DESCRIPTOR:
base_descriptor = itertools.islice(descriptors, 1)[0]
mod_descriptor = ElementDescriptor(base_descriptor.code, op.bits(), base_descriptor.scale, base_descriptor.ref, base_descriptor.significance, base_descriptor.unit)
values.add(decode(bits, descriptors, {}, {})[0].value)
else:
raise NotImplementedError("Unknown immediate operator: %s" % str(descriptor))
else:
if op.neutral():
del operators[op.opcode]
else:
op.check_conflict(operators)
operators[op.opcode] = op
elif isinstance(descriptor, SequenceDescriptor):
seq = decode(bits, iter(descriptor.descriptors), operators, descriptor_overlay)
values.extend(seq)
else:
raise NotImplementedError("Unknown descriptor type: %s" % descriptor)
return values