quantem-data / check_meta /__init__.py
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docs: draft widget-tutorials meta.json process and dummy 8x8 test (#3)
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"""Refuse a folder whose meta.json is missing required keys.
Required: name, source, date, sample, shape, dtype, permission
(permission.received, permission.from, permission.collectors,
permission.date). from and collectors are one or more names.
Optional: sampling, units, and optics keys.
"""
from __future__ import annotations
import json
import re
from pathlib import Path
REQUIRED = ("name", "source", "date", "sample", "shape", "dtype", "permission")
PERMISSION_REQUIRED = ("received", "from", "collectors", "date")
DATE_RE = re.compile(r"^\d{4}-\d{2}-\d{2}$")
def _name_list(value: object) -> list[str] | None:
"""Accept one name or a list of names. Empty is missing."""
if isinstance(value, str) and value.strip():
return [value.strip()]
if isinstance(value, list) and value and all(isinstance(item, str) and item.strip() for item in value):
return [item.strip() for item in value]
return None
def check_meta(folder: Path) -> list[str]:
"""Return a list of problems. Empty means the sidecar is complete."""
problems: list[str] = []
path = folder / "meta.json"
if not path.is_file():
return [f"missing {path}"]
try:
meta = json.loads(path.read_text(encoding="utf-8"))
except json.JSONDecodeError as exc:
return [f"{path} is not JSON: {exc}"]
if not isinstance(meta, dict):
return [f"{path} must be a JSON object"]
for key in REQUIRED:
value = meta.get(key)
if value in (None, "", []):
problems.append(f"missing {key}")
if "name" in meta and not isinstance(meta.get("name"), str):
problems.append("name must be a string")
if "source" in meta and not isinstance(meta.get("source"), str):
problems.append("source must be a string")
if "sample" in meta and not isinstance(meta.get("sample"), str):
problems.append("sample must be a string")
permission = meta.get("permission")
if permission not in (None, "", []):
if not isinstance(permission, dict):
problems.append("permission must be an object")
else:
for key in PERMISSION_REQUIRED:
value = permission.get(key)
if value in (None, "", []):
problems.append(f"missing permission.{key}")
if permission.get("received") is not True:
problems.append("permission.received must be true")
if permission.get("from") not in (None, "", []) and _name_list(permission.get("from")) is None:
problems.append("permission.from must be one name or a list of names")
if permission.get("collectors") not in (None, "", []) and _name_list(permission.get("collectors")) is None:
problems.append("permission.collectors must be one name or a list of names")
perm_date = permission.get("date")
if perm_date not in (None, "") and not (isinstance(perm_date, str) and DATE_RE.match(perm_date)):
problems.append("permission.date must be YYYY-MM-DD")
date = meta.get("date")
if date not in (None, "", []) and not (isinstance(date, str) and DATE_RE.match(date)):
problems.append("date must be YYYY-MM-DD")
shape = meta.get("shape")
if shape not in (None, "", []):
if not (
isinstance(shape, list)
and len(shape) >= 2
and all(isinstance(n, int) and not isinstance(n, bool) for n in shape)
):
problems.append("shape must be a list of ints, length >= 2")
dtype = meta.get("dtype")
if dtype not in (None, "", []) and not isinstance(dtype, str):
problems.append("dtype must be a string")
sampling = meta.get("sampling")
if sampling not in (None, "", []):
if not (isinstance(sampling, list) and all(isinstance(n, (int, float)) and not isinstance(n, bool) for n in sampling)):
problems.append("sampling must be a list of numbers")
if isinstance(shape, list) and isinstance(sampling, list) and len(sampling) != len(shape):
problems.append("sampling length must match shape length")
units = meta.get("units")
if units not in (None, "", []):
if not (isinstance(units, list) and all(isinstance(u, str) for u in units)):
problems.append("units must be a list of strings")
if isinstance(shape, list) and isinstance(units, list) and len(units) != len(shape):
problems.append("units length must match shape length")
return problems