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Original file line number | Diff line number | Diff line change |
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@@ -1,7 +1,116 @@ | ||
import os | ||
import re | ||
import shutil | ||
import sys | ||
import tempfile | ||
import warnings | ||
from collections.abc import Callable | ||
from pathlib import Path | ||
from typing import Literal, cast | ||
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from cognite.client import CogniteClient | ||
from packaging.version import Version | ||
from packaging.version import parse as parse_version | ||
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from cognite.neat._version import __engine__ | ||
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ENVIRONMENT_VARIABLE = "NEATENGINE" | ||
PACKAGE_NAME = "neatengine" | ||
PYVERSION = f"{sys.version_info.major}{sys.version_info.minor}" | ||
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def load_neat_engine(client: CogniteClient | None, location: Literal["newest", "cache"]) -> str | None: | ||
cache_dir = Path(tempfile.gettempdir()) / PACKAGE_NAME | ||
cache_dir.mkdir(exist_ok=True) | ||
pattern = re.compile(rf"{PACKAGE_NAME}-(\d+\.\d+\.\d+)-{PYVERSION}.zip") | ||
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candidates: dict[Version, Callable[[], Path]] = {} | ||
if location == "cache" and cache_dir.exists(): | ||
candidates = _load_from_path(cache_dir, pattern) | ||
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if location == "newest" or not candidates: | ||
# Loading in revrse order of priority | ||
# 3. Downloads folder | ||
candidates = _load_from_path(Path.home() / "Downloads", pattern) | ||
# 2. CDF | ||
if client: | ||
candidates.update(_load_from_cdf(client, pattern, cache_dir)) | ||
# 1. Environment variable | ||
if ENVIRONMENT_VARIABLE in os.environ: | ||
environ_path = Path(os.environ[ENVIRONMENT_VARIABLE]) | ||
if environ_path.exists(): | ||
candidates.update(_load_from_path(environ_path, pattern)) | ||
else: | ||
warnings.warn( | ||
f"Environment variable {ENVIRONMENT_VARIABLE} points to non-existing path: {environ_path}", | ||
UserWarning, | ||
stacklevel=2, | ||
) | ||
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if not candidates: | ||
return None | ||
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if not __engine__.startswith("^"): | ||
raise ValueError(f"Invalid engine version: {__engine__}") | ||
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lower_bound = parse_version(__engine__[1:]) | ||
upper_bound = Version(f"{lower_bound.major+1}.0.0") | ||
selected_version = max( | ||
(version for version in candidates.keys() if lower_bound <= version < upper_bound), default=None | ||
) | ||
if not selected_version: | ||
return None | ||
source_path = candidates[selected_version]() | ||
destination_path = cache_dir / source_path.name | ||
if not destination_path.exists(): | ||
shutil.copy(source_path, destination_path) | ||
sys.path.append(str(destination_path)) | ||
try: | ||
from neatengine._version import __version__ as engine_version # type: ignore[import-not-found] | ||
except ImportError: | ||
return None | ||
return engine_version | ||
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def _load_from_path(path: Path, pattern) -> dict[Version, Callable[[], Path]]: | ||
if path.is_file() and (match := pattern.match(path.name)): | ||
return {parse_version(match.group(1)): lambda: path} | ||
elif path.is_dir(): | ||
output: dict[Version, Callable[[], Path]] = {} | ||
for candidate in path.iterdir(): | ||
if candidate.is_file() and (match := pattern.match(candidate.name)): | ||
# Setting default value to ensure we use the candidate from the current iteration | ||
# If not set, the function will use the last candidate from the loop | ||
def return_path(the_path: Path = candidate) -> Path: | ||
return the_path | ||
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output[parse_version(match.group(1))] = return_path | ||
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return output | ||
return {} | ||
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def _load_from_cdf( | ||
client: CogniteClient, pattern: re.Pattern[str], cache_dir: Path | ||
) -> dict[Version, Callable[[], Path]]: | ||
file_metadata = client.files.list( | ||
limit=-1, | ||
data_set_external_ids=PACKAGE_NAME, | ||
external_id_prefix=PACKAGE_NAME, | ||
metadata={"python_version": PYVERSION}, | ||
) | ||
output: dict[Version, Callable[[], Path]] = {} | ||
for file in file_metadata: | ||
name = cast(str, file.name) | ||
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ENVIRONMENT_VARIABLE = "NEAT_ENGINE" | ||
# Use function to lazily download file | ||
# Setting default value to ensure we use the file_id from the current iteration | ||
# If not set, the function will use the last file_id from the loop | ||
def download_file(file_id: int = file.id, filename: str = name) -> Path: | ||
client.files.download(cache_dir, file_id) | ||
return cache_dir / filename | ||
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if match := pattern.match(name): | ||
output[parse_version(match.group(1))] = download_file | ||
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def load_neat_engine(client: CogniteClient | None = None) -> str: | ||
raise NotImplementedError() | ||
return output |