models.py 4.8 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142
  1. from collections.abc import Mapping, Sequence
  2. from typing import Any, Optional
  3. from pydantic import BaseModel, Field, model_validator
  4. from core.model_runtime.entities.message_entities import ImagePromptMessageContent
  5. from . import helpers
  6. from .constants import FILE_MODEL_IDENTITY
  7. from .enums import FileTransferMethod, FileType
  8. from .tool_file_parser import ToolFileParser
  9. class ImageConfig(BaseModel):
  10. """
  11. NOTE: This part of validation is deprecated, but still used in app features "Image Upload".
  12. """
  13. number_limits: int = 0
  14. transfer_methods: Sequence[FileTransferMethod] = Field(default_factory=list)
  15. detail: ImagePromptMessageContent.DETAIL | None = None
  16. class FileUploadConfig(BaseModel):
  17. """
  18. File Upload Entity.
  19. """
  20. image_config: Optional[ImageConfig] = None
  21. allowed_file_types: Sequence[FileType] = Field(default_factory=list)
  22. allowed_file_extensions: Sequence[str] = Field(default_factory=list)
  23. allowed_file_upload_methods: Sequence[FileTransferMethod] = Field(default_factory=list)
  24. number_limits: int = 0
  25. class File(BaseModel):
  26. dify_model_identity: str = FILE_MODEL_IDENTITY
  27. id: Optional[str] = None # message file id
  28. tenant_id: str
  29. type: FileType
  30. transfer_method: FileTransferMethod
  31. remote_url: Optional[str] = None # remote url
  32. related_id: Optional[str] = None
  33. filename: Optional[str] = None
  34. extension: Optional[str] = Field(default=None, description="File extension, should contains dot")
  35. mime_type: Optional[str] = None
  36. size: int = -1
  37. # Those properties are private, should not be exposed to the outside.
  38. _storage_key: str
  39. def __init__(
  40. self,
  41. *,
  42. id: Optional[str] = None,
  43. tenant_id: str,
  44. type: FileType,
  45. transfer_method: FileTransferMethod,
  46. remote_url: Optional[str] = None,
  47. related_id: Optional[str] = None,
  48. filename: Optional[str] = None,
  49. extension: Optional[str] = None,
  50. mime_type: Optional[str] = None,
  51. size: int = -1,
  52. storage_key: Optional[str] = None,
  53. dify_model_identity: Optional[str] = FILE_MODEL_IDENTITY,
  54. url: Optional[str] = None,
  55. ):
  56. super().__init__(
  57. id=id,
  58. tenant_id=tenant_id,
  59. type=type,
  60. transfer_method=transfer_method,
  61. remote_url=remote_url,
  62. related_id=related_id,
  63. filename=filename,
  64. extension=extension,
  65. mime_type=mime_type,
  66. size=size,
  67. dify_model_identity=dify_model_identity,
  68. url=url,
  69. )
  70. self._storage_key = str(storage_key)
  71. def to_dict(self) -> Mapping[str, str | int | None]:
  72. data = self.model_dump(mode="json")
  73. return {
  74. **data,
  75. "url": self.generate_url(),
  76. }
  77. @property
  78. def markdown(self) -> str:
  79. url = self.generate_url()
  80. if self.type == FileType.IMAGE:
  81. text = f"![{self.filename or ''}]({url})"
  82. else:
  83. text = f"[{self.filename or url}]({url})"
  84. return text
  85. def generate_url(self) -> Optional[str]:
  86. if self.transfer_method == FileTransferMethod.REMOTE_URL:
  87. return self.remote_url
  88. elif self.transfer_method == FileTransferMethod.LOCAL_FILE:
  89. if self.related_id is None:
  90. raise ValueError("Missing file related_id")
  91. return helpers.get_signed_file_url(upload_file_id=self.related_id)
  92. elif self.transfer_method == FileTransferMethod.TOOL_FILE:
  93. assert self.related_id is not None
  94. assert self.extension is not None
  95. return ToolFileParser.get_tool_file_manager().sign_file(
  96. tool_file_id=self.related_id, extension=self.extension
  97. )
  98. def to_plugin_parameter(self) -> dict[str, Any]:
  99. return {
  100. "dify_model_identity": FILE_MODEL_IDENTITY,
  101. "mime_type": self.mime_type,
  102. "filename": self.filename,
  103. "extension": self.extension,
  104. "size": self.size,
  105. "type": self.type,
  106. "url": self.generate_url(),
  107. }
  108. @model_validator(mode="after")
  109. def validate_after(self):
  110. match self.transfer_method:
  111. case FileTransferMethod.REMOTE_URL:
  112. if not self.remote_url:
  113. raise ValueError("Missing file url")
  114. if not isinstance(self.remote_url, str) or not self.remote_url.startswith("http"):
  115. raise ValueError("Invalid file url")
  116. case FileTransferMethod.LOCAL_FILE:
  117. if not self.related_id:
  118. raise ValueError("Missing file related_id")
  119. case FileTransferMethod.TOOL_FILE:
  120. if not self.related_id:
  121. raise ValueError("Missing file related_id")
  122. return self