nwb-linkml/nwb_linkml/models/hdmf_common_sparse.py
sneakers-the-rat be21325123 Cleaner code generation, npytyping type hints for arrays
- split off generated subclasses into "include" files, not sure if that's good, but in any case we have them separable now.
- more work on cleanly un-nesting scalar and 1D-vector data into attributes and lists, respectively
- brought the pydantic generator in-repo to do a bunch of overrides
2023-08-28 22:16:58 -07:00

54 lines
1.9 KiB
Python

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_sparse_include import (
CSRMatrixData,
CSRMatrixIndices,
CSRMatrixIndptr
)
from .hdmf_common_base import (
Container
)
metamodel_version = "None"
version = "None"
class WeakRefShimBaseModel(BaseModel):
__slots__ = '__weakref__'
class ConfiguredBaseModel(WeakRefShimBaseModel,
validate_assignment = True,
validate_all = True,
underscore_attrs_are_private = 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]].
"""
shape: Optional[int] = Field(None, description="""The shape (number of rows, number of columns) of this sparse matrix.""")
indices: CSRMatrixIndices = Field(..., description="""The column indices.""")
indptr: CSRMatrixIndptr = Field(..., description="""The row index pointer.""")
data: CSRMatrixData = Field(..., description="""The non-zero values in the matrix.""")
# Update forward refs
# see https://pydantic-docs.helpmanual.io/usage/postponed_annotations/
CSRMatrix.update_forward_refs()