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Don't use file paths in schemas
It should be possible to validate top-level config with file paths that don't exist
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@ -2,7 +2,7 @@ from typing import Dict, List, Union, Optional, Sequence, Any
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from enum import Enum
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from pydantic import BaseModel, Field, ValidationError, validator
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from pydantic import StrictStr, StrictInt, StrictFloat, StrictBool
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from pydantic import FilePath, DirectoryPath, root_validator
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from pydantic import root_validator
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from collections import defaultdict
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from thinc.api import Model, Optimizer
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@ -207,12 +207,12 @@ class ConfigSchemaTraining(BaseModel):
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use_gpu: StrictInt = Field(..., title="GPU ID or -1 for CPU")
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scores: List[StrictStr] = Field(..., title="Score types to be printed in overview")
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score_weights: Dict[StrictStr, Union[StrictFloat, StrictInt]] = Field(..., title="Weights of each score type for selecting final model")
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init_tok2vec: Optional[FilePath] = Field(..., title="Path to pretrained tok2vec weights")
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init_tok2vec: Optional[StrictStr] = Field(..., title="Path to pretrained tok2vec weights")
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discard_oversize: StrictBool = Field(..., title="Whether to skip examples longer than batch size")
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omit_extra_lookups: StrictBool = Field(..., title="Don't include extra lookups in model")
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batch_by: StrictStr = Field(..., title="Batch examples by type")
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raw_text: Optional[FilePath] = Field(..., title="Raw text")
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tag_map: Optional[FilePath] = Field(..., title="Path to JSON-formatted tag map")
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raw_text: Optional[StrictStr] = Field(..., title="Raw text")
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tag_map: Optional[StrictStr] = Field(..., title="Path to JSON-formatted tag map")
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batch_size: Union[Sequence[int], int] = Field(..., title="The batch size or batch size schedule")
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optimizer: Optimizer = Field(..., title="The optimizer to use")
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# fmt: on
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@ -243,7 +243,7 @@ class ConfigSchemaPipeline(BaseModel):
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class ConfigSchemaNlp(BaseModel):
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lang: StrictStr = Field(..., title="The base language to use")
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base_model: Optional[StrictStr] = Field(..., title="The base model to use")
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vectors: Optional[DirectoryPath] = Field(..., title="Path to vectors")
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vectors: Optional[StrictStr] = Field(..., title="Path to vectors")
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pipeline: Optional[ConfigSchemaPipeline]
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class Config:
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