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# Copyright 2022- ECMWF.
#
# This software is licensed under the terms of the Apache Licence Version 2.0
# which can be obtained at http://www.apache.org/licenses/LICENSE-2.0.
# In applying this licence, ECMWF does not waive the privileges and immunities
# granted to it by virtue of its status as an intergovernmental organisation
# nor does it submit to any jurisdiction.
import csv
import ctypes
import os
import re
import sys
from collections import ChainMap, UserDict
from dataclasses import dataclass
from pathlib import Path
from typing import Iterator, List, Tuple, Union
import eccodes
import gribapi
class Code(int):
def __new__(cls, code: int):
return int.__new__(cls, code)
def __repr__(self) -> str:
return "'%s'" % str(int(self)).zfill(6)
@property
def F(self) -> int:
return int(self) // 100000
@property
def X(self) -> int:
return int(self) // 1000 % 100
@property
def Y(self) -> int:
return int(self) % 1000
@property
def FX(self) -> Tuple[int, int]:
return self.F, self.X
CodeLike = Union[Code, int]
@dataclass
class Descriptor:
code: Code = 0
name: str = ""
@dataclass
class Element(Descriptor):
units: str = ""
scale: int = 0
reference: int = 0
width: int = 0
@dataclass(unsafe_hash=True)
class Version:
master: int = 0
local: int = 0
centre: int = 0
subcentre: int = 0
class _Singleton(type(UserDict)):
cache = {}
def __call__(cls, *args):
try:
obj = cls.cache[cls, args]
except KeyError:
obj = super().__call__(*args)
cls.cache[cls, args] = obj
return obj
class Table(UserDict, metaclass=_Singleton):
def __init__(self, version: Version, local: bool) -> None:
base_path = Path("bufr", "tables", "0")
if local:
dashed_version_number = "%d-%d" % (version.master, version.local)
path = base_path.joinpath(
"local",
dashed_version_number,
str(version.centre),
str(version.subcentre),
)
if not gribapi.grib_full_defs_path(str(path / "element.table")):
path = base_path.joinpath(
"local",
str(version.local),
str(version.centre),
str(version.subcentre),
)
else:
path = base_path.joinpath("wmo", str(version.master))
self.version = version
self.path = path
self.data = {}
class ElementTable(Table):
def __init__(self, version: Version, local: bool) -> None:
super().__init__(version, local)
self.path /= "element.table"
try:
text = codes_read_file(self.path)
except RuntimeError as e:
if local:
return # ignore non-existing local tables
else:
raise e
reader = csv.reader(text.splitlines(), delimiter="|")
next(reader) # skip header row
for r in reader:
c = Code(int(r[0]))
e = Element(c, r[1], r[4], int(r[5]), int(r[6]), int(r[7]))
self.data[c] = e
def __getitem__(self, code: CodeLike) -> Element:
try:
return self.data[code]
except KeyError:
message = "No such element in tables version %s (%s): %s"
raise KeyError(message % (self.version, self.path, code))
class SequenceTable(Table):
def __init__(self, version: Version, local: bool) -> None:
super().__init__(version, local)
self.path /= "sequence.def"
try:
text = codes_read_file(self.path)
except RuntimeError as e:
if local:
return # ignore non-existing local tables
else:
raise e
tokens = re.split("]\n?", text)
tokens = tokens[:-1] # strip the last, empty token
for token in tokens:
pair = token.split("= [")
code = int(pair[0].strip().strip('"'))
sequence = [Code(c) for c in pair[1].split(",")]
self.data[code] = sequence
def __getitem__(self, code: CodeLike) -> List[Code]:
try:
return self.data[code]
except KeyError:
message = "No such element in tables version %s (%s): %s"
raise KeyError(message % (self.version, self.path, code))
class CombinedTable(Table):
def __init__(self, table_class, version):
self.master = table_class(version, False)
self.local = table_class(version, True)
self.version = version
self.data = ChainMap(self.local.data, self.master.data) # [1]
# [1] Note that the individual mappings in the ChainMap are searched from first to last.
class Tables:
def __init__(self, version):
self.sequences = CombinedTable(SequenceTable, version)
self.elements = CombinedTable(ElementTable, version)
self.version = version
def expand_codes(
self, code_s: Union[CodeLike, List[CodeLike]], recursive=True
) -> Iterator[Code]:
if isinstance(code_s, int):
codes = [code_s]
else:
codes = code_s
for c in map(Code, codes):
if c.F == 3:
sequence_codes = self.sequences[c]
if recursive:
yield from self.expand_codes(sequence_codes)
else:
yield from sequence_codes
else:
yield c
def expand_descriptors(
self, codes_s: Union[CodeLike, List[CodeLike]], recursive=True
) -> Iterator[Descriptor]:
previous_code = Code(0)
for code in self.expand_codes(codes_s, recursive):
name = None
if code.F == 0:
try:
name = self.elements[code].name
except KeyError as error:
if previous_code.FX == (2, 6): # Operator: Signify data width
# TODO: raise warning
name = ""
else:
raise error
previous_code = code
yield Descriptor(code, name)
libcname = "msvcrt" if sys.platform.startswith("win") else None
libc = ctypes.CDLL(
libcname, winmode=0
) # automatically finds and loads the C standard library
fseek = libc.fseek
fseek.argtypes = [ctypes.c_void_p, ctypes.c_long, ctypes.c_int]
fseek.restype = ctypes.c_int
SEEK_SET, SEEK_END = 0, 2
ftell = libc.ftell
ftell.argtypes = [ctypes.c_void_p]
ftell.restype = ctypes.c_long
fread = libc.fread
fread.argtypes = [ctypes.c_void_p, ctypes.c_size_t, ctypes.c_size_t, ctypes.c_void_p]
fread.restype = ctypes.c_size_t
fclose = libc.fclose
fclose.argtypes = [ctypes.c_void_p]
fclose.restype = ctypes.c_int
libeccodes = ctypes.CDLL(eccodes.codes_get_library_path())
codes_fopen = libeccodes.codes_fopen
codes_fopen.restype = ctypes.c_void_p
def codes_has_file(path: Union[str, os.PathLike]) -> bool:
stream = libeccodes.codes_fopen(str(path).encode(), b"r")
if stream:
libc.fclose(stream)
has = True
else:
has = False
return has
def codes_read_file(path: Union[str, os.PathLike]) -> str:
full_path = gribapi.grib_full_defs_path(str(path))
stream = libeccodes.codes_fopen(full_path.encode(), b"r")
if not stream:
raise RuntimeError(f"Tables path does not exist: {path}")
try:
fseek(stream, 0, SEEK_END)
buffer_size = ftell(stream)
buffer = ctypes.create_string_buffer(buffer_size)
fseek(stream, 0, SEEK_SET)
read_size = fread(buffer, ctypes.sizeof(ctypes.c_char), buffer_size, stream)
string = buffer.raw[:read_size].decode()
finally:
fclose(stream)
return string
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