from __future__ import annotations from datetime import datetime, date from enum import Enum from typing import List, Dict, Optional, Any, Union from pydantic import BaseModel as BaseModel, Field from nptyping import NDArray, Shape, Float, Float32, Double, Float64, LongLong, Int64, Int, Int32, Int16, Short, Int8, UInt, UInt32, UInt16, UInt8, UInt64, Number, String, Unicode, Unicode, Unicode, String, Bool, Datetime64 import sys if sys.version_info >= (3, 8): from typing import Literal else: from typing_extensions import Literal from .hdmf_common_base import ( Container ) metamodel_version = "None" version = "None" class ConfiguredBaseModel(BaseModel, validate_assignment = True, validate_default = True, extra = 'forbid', arbitrary_types_allowed = True, use_enum_values = True): pass class CSRMatrix(Container): """ A compressed sparse row matrix. Data are stored in the standard CSR format, where column indices for row i are stored in indices[indptr[i]:indptr[i+1]] and their corresponding values are stored in data[indptr[i]:indptr[i+1]]. """ name: str = Field(...) shape: Optional[integer] = Field(None, description="""The shape (number of rows, number of columns) of this sparse matrix.""") indices: List[integer] = Field(default_factory=list, description="""The column indices.""") indptr: List[integer] = Field(default_factory=list, description="""The row index pointer.""") data: List[Any] = Field(default_factory=list, description="""The non-zero values in the matrix.""") # Model rebuild # see https://pydantic-docs.helpmanual.io/usage/models/#rebuilding-a-model CSRMatrix.model_rebuild()