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Mark all required fields for config. Throw if no input_* field specified
- Add custom validator to throw if neither input_filter or input_<files|directories> are specified - Set field expecting paths to type Path - Now that default_config isn't used in code. We can update fields in rawconfig to specify whether they're required or not. This lets pydantic validate config file and throw appropriate error
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2 changed files with 25 additions and 13 deletions
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@ -3,7 +3,7 @@ from pathlib import Path
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from typing import List, Optional
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# External Packages
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from pydantic import BaseModel
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from pydantic import BaseModel, validator
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# Internal Packages
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from src.utils.helpers import to_snake_case_from_dash
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@ -14,17 +14,29 @@ class ConfigBase(BaseModel):
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allow_population_by_field_name = True
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class TextContentConfig(ConfigBase):
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compressed_jsonl: Optional[Path]
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input_files: Optional[List[str]]
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input_files: Optional[List[Path]]
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input_filter: Optional[str]
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embeddings_file: Optional[Path]
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compressed_jsonl: Path
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embeddings_file: Path
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@validator('input_filter')
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def input_filter_or_files_required(cls, input_filter, values, **kwargs):
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if input_filter is None and ('input_files' not in values or values["input_files"] is None):
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raise ValueError("Either input_filter or input_files required in all content-type.<text_search> section of Khoj config file")
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return input_filter
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class ImageContentConfig(ConfigBase):
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use_xmp_metadata: Optional[bool]
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batch_size: Optional[int]
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input_directories: Optional[List[Path]]
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input_filter: Optional[str]
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embeddings_file: Optional[Path]
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embeddings_file: Path
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use_xmp_metadata: bool
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batch_size: int
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@validator('input_filter')
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def input_filter_or_directories_required(cls, input_filter, values, **kwargs):
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if input_filter is None and ('input_directories' not in values or values["input_directories"] is None):
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raise ValueError("Either input_filter or input_directories required in all content-type.image section of Khoj config file")
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return input_filter
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class ContentConfig(ConfigBase):
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org: Optional[TextContentConfig]
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@ -34,12 +46,12 @@ class ContentConfig(ConfigBase):
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markdown: Optional[TextContentConfig]
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class TextSearchConfig(ConfigBase):
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encoder: Optional[str]
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cross_encoder: Optional[str]
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encoder: str
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cross_encoder: str
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model_directory: Optional[Path]
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class ImageSearchConfig(ConfigBase):
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encoder: Optional[str]
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encoder: str
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model_directory: Optional[Path]
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class SearchConfig(ConfigBase):
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@ -48,8 +60,8 @@ class SearchConfig(ConfigBase):
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image: Optional[ImageSearchConfig]
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class ConversationProcessorConfig(ConfigBase):
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openai_api_key: Optional[str]
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conversation_logfile: Optional[str]
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openai_api_key: str
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conversation_logfile: Path
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class ProcessorConfig(ConfigBase):
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conversation: Optional[ConversationProcessorConfig]
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@ -40,5 +40,5 @@ def test_cli_config_from_file():
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assert actual_args.config_file == Path('tests/data/config.yml')
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assert actual_args.regenerate == True
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assert actual_args.config is not None
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assert actual_args.config.content_type.org.input_files == ['~/first_from_config.org', '~/second_from_config.org']
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assert actual_args.config.content_type.org.input_files == [Path('~/first_from_config.org'), Path('~/second_from_config.org')]
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assert actual_args.verbose == 3
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