deepdata: core product code (backend, frontend, runtime, deepflow module)

This commit is contained in:
figmar
2026-08-30 19:23:38 +08:00
commit bd3db30be9
1405 changed files with 271727 additions and 0 deletions
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"""
Operator File Parsers
算子文件解析器
"""
from .abstract_parser import AbstractParser
from .tar_parser import TarParser
from .zip_parser import ZipParser
from .parser_holder import ParserHolder
__all__ = [
"AbstractParser",
"TarParser",
"ZipParser",
"ParserHolder",
]
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"""
Abstract Parser
抽象解析器基类
"""
import json
import yaml
from abc import ABC, abstractmethod
from typing import Dict, Any, Optional
from app.module.operator.schema import OperatorDto, OperatorReleaseDto
from app.module.operator.constants import CATEGORY_MAP, CATEGORY_OTHER_VENDOR_ID, CATEGORY_CUSTOMIZED_ID, \
CATEGORY_CLEANING_ID
from app.module.operator.exceptions import FieldNotFoundError
class AbstractParser(ABC):
"""算子文件解析器抽象基类"""
@abstractmethod
def parse_yaml_from_archive(
self,
archive_path: str,
entry_path: str,
file_name: Optional[str] = None,
file_size: Optional[int] = None
) -> OperatorDto:
"""
从压缩包内读取指定路径的 yaml 文件并解析为 OperatorDto
Args:
archive_path: 压缩包路径(zip 或 tar)
entry_path: 压缩包内部的文件路径,例如 "config/app.yaml"
Returns:
解析后的 OperatorDto
"""
pass
@abstractmethod
def extract_to(self, archive_path: str, target_dir: str) -> None:
"""
将压缩包解压到目标目录(保持相对路径)
Args:
archive_path: 压缩包路径
target_dir: 目标目录
"""
pass
def parse_yaml(
self,
yaml_content: str,
file_name: Optional[str] = None,
file_size: Optional[int] = None
) -> OperatorDto:
"""解析 YAML 内容为 OperatorDto"""
content: Dict[str, Any] = yaml.safe_load(yaml_content)
operator = OperatorDto(
id=self._to_string(content.get("raw_id")),
name=self._to_string(content.get("name")),
description=self._to_string(content.get("description")),
version=self._to_string(content.get("version")),
inputs=self._to_json(content.get("inputs")),
outputs=self._to_json(content.get("outputs")),
runtime=self._to_json(content.get("runtime")),
settings=self._to_json(content.get("settings")),
metrics=self._to_json(content.get("metrics")),
file_name=file_name,
file_size=file_size,
)
# Handle changelog
changelog = content.get("release")
if isinstance(changelog, list):
operator_release = OperatorReleaseDto(
id=operator.id,
version=operator.version,
changelog=changelog
)
else:
operator_release = OperatorReleaseDto(
id=operator.id,
version=operator.version,
changelog=[]
)
operator.releases = [operator_release]
# Build categories
categories = []
types = content.get("types")
if isinstance(types, list):
for t in types:
if self._to_lower(t) in CATEGORY_MAP:
categories.append(CATEGORY_MAP[self._to_lower(t)])
if len(categories) == 0:
categories.append(CATEGORY_CLEANING_ID)
categories.extend([
CATEGORY_MAP.get(self._to_lower(content.get("language")), ""),
CATEGORY_MAP.get(self._to_lower(content.get("modal")), ""),
CATEGORY_MAP.get(self._to_lower(content.get("vendor")), CATEGORY_OTHER_VENDOR_ID),
CATEGORY_CUSTOMIZED_ID,
])
operator.categories = categories
return operator
def _to_string(self, obj: Any) -> str:
"""转换为字符串"""
if obj is None:
raise FieldNotFoundError("field")
return str(obj)
def _to_lower(self, obj: Any) -> str:
"""转换为小写字符串"""
if obj is None:
raise FieldNotFoundError("field")
return str(obj).lower()
def _to_json(self, obj: Any) -> Optional[str]:
"""转换为 JSON 字符串"""
if obj is None:
return None
try:
return json.dumps(obj).strip('"').strip("'")
except (TypeError, ValueError) as e:
raise ValueError(f"Failed to serialize to JSON: {e}")
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"""
Parser Holder
解析器持有者,根据文件类型选择合适的解析器
"""
import os
from typing import Dict, Type, Optional
from app.module.operator.parsers.abstract_parser import AbstractParser
from app.module.operator.parsers.tar_parser import TarParser
from app.module.operator.parsers.zip_parser import ZipParser
from app.module.operator.schema import OperatorDto
class ParserHolder:
"""解析器持有者,根据文件类型选择解析器"""
def __init__(self):
self._parsers: Dict[str, AbstractParser] = {
"tar": TarParser(),
"gz": TarParser(),
"tgz": TarParser(),
"zip": ZipParser(),
}
def get_parser(self, file_path: str) -> AbstractParser:
"""根据文件扩展名获取解析器"""
_, ext = os.path.splitext(file_path)
file_type = ext.lstrip('.').lower()
if file_type not in self._parsers:
raise ValueError(f"Unsupported file type: {file_type}")
return self._parsers[file_type]
def parse_yaml_from_archive(
self,
file_type: str,
archive_path: str,
entry_path: str,
file_name: Optional[str] = None,
file_size: Optional[int] = None
) -> OperatorDto:
"""从压缩包解析 YAML"""
if file_type not in self._parsers:
raise ValueError(f"Unsupported file type: {file_type}")
return self._parsers[file_type].parse_yaml_from_archive(
archive_path,
entry_path,
file_name,
file_size
)
def extract_to(self, file_type: str, archive_path: str, target_dir: str) -> None:
"""解压文件到目标目录"""
if file_type not in self._parsers:
raise ValueError(f"Unsupported file type: {file_type}")
self._parsers[file_type].extract_to(archive_path, target_dir)
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"""
Tar File Parser
TAR 文件解析器
"""
import tarfile
import os
from typing import Optional
from app.module.operator.parsers.abstract_parser import AbstractParser
from app.module.operator.schema import OperatorDto
class TarParser(AbstractParser):
"""TAR 压缩包解析器"""
def parse_yaml_from_archive(
self,
archive_path: str,
entry_path: str,
file_name: Optional[str] = None,
file_size: Optional[int] = None
) -> OperatorDto:
"""从 TAR 文件中解析 YAML"""
try:
with tarfile.open(archive_path, 'r:*') as tar:
for member in tar.getmembers():
if member.name == entry_path or member.name.endswith(f"/{entry_path}"):
file = tar.extractfile(member)
if file:
content = file.read().decode('utf-8')
return self.parse_yaml(content, file_name, file_size)
raise FileNotFoundError(f"File '{entry_path}' not found in archive")
except (tarfile.TarError, EOFError) as e:
raise ValueError(f"Failed to parse TAR file: {e}")
def extract_to(self, archive_path: str, target_dir: str) -> None:
"""解压 TAR 文件到目标目录"""
try:
os.makedirs(target_dir, exist_ok=True)
with tarfile.open(archive_path, 'r:*') as tar:
# Safety check: prevent path traversal
for member in tar.getmembers():
if os.path.isabs(member.name) or ".." in member.name.split("/"):
raise ValueError(f"Unsafe path in archive: {member.name}")
tar.extractall(target_dir)
except (tarfile.TarError, EOFError) as e:
raise ValueError(f"Failed to extract TAR file: {e}")
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"""
Zip File Parser
ZIP 文件解析器
"""
import zipfile
import os
from typing import Optional
from app.module.operator.parsers.abstract_parser import AbstractParser
from app.module.operator.schema import OperatorDto
class ZipParser(AbstractParser):
"""ZIP 压缩包解析器"""
def parse_yaml_from_archive(
self,
archive_path: str,
entry_path: str,
file_name: Optional[str] = None,
file_size: Optional[int] = None
) -> OperatorDto:
"""从 ZIP 文件中解析 YAML"""
try:
with zipfile.ZipFile(archive_path, 'r') as zf:
for name in zf.namelist():
if name == entry_path or name.endswith(f"/{entry_path}"):
with zf.open(name) as file:
content = file.read().decode('utf-8')
return self.parse_yaml(content, file_name, file_size)
raise FileNotFoundError(f"File '{entry_path}' not found in archive")
except (zipfile.BadZipFile, zipfile.LargeZipFile) as e:
raise ValueError(f"Failed to parse ZIP file: {e}")
def extract_to(self, archive_path: str, target_dir: str) -> None:
"""解压 ZIP 文件到目标目录"""
try:
os.makedirs(target_dir, exist_ok=True)
with zipfile.ZipFile(archive_path, 'r') as zf:
# Safety check: prevent path traversal
for name in zf.namelist():
if os.path.isabs(name) or ".." in name.split("/"):
raise ValueError(f"Unsafe path in archive: {name}")
zf.extractall(target_dir)
except (zipfile.BadZipFile, zipfile.LargeZipFile) as e:
raise ValueError(f"Failed to extract ZIP file: {e}")