BUG
当正常使用anndata或者scanpy读入数据的时候，如下
data=anndata.read('data.h5ad')
# or
data=sc.read_h5ad('data.h5ad')
常规操作，数据可能也是自己用anndata储存的，但是读入马上会出现一段非常长的error提示：
KeyError Traceback (most recent call last)
File /usr/local/lib/python3.8/site-packages/anndata/_io/utils.py:156, in report_read_key_on_error.<locals>.func_wrapper(elem, *args, **kwargs)
155 try:
--> 156 return func(elem, *args, **kwargs)
157 except Exception as e:
File /usr/local/lib/python3.8/site-packages/anndata/_io/h5ad.py:532, in read_group(group)
531 if encoding_type:
--> 532 EncodingVersions[encoding_type].check(
533 group.name, group.attrs["encoding-version"]
534 )
535 if encoding_type in {None, "raw"}:
File /usr/local/lib/python3.8/enum.py:387, in EnumMeta.__getitem__(cls, name)
386 def __getitem__(cls, name):
--> 387 return cls._member_map_[name]
KeyError: 'dict'
During handling of the above exception, another exception occurred:
AnnDataReadError Traceback (most recent call last)
Cell In[2], line 1
----> 1 data=sc.read_h5ad('/data/users/liaopingfang/online/turtle/figures/final_result.h5ad')
File /usr/local/lib/python3.8/site-packages/anndata/_io/h5ad.py:426, in read_h5ad(filename, backed, as_sparse, as_sparse_fmt, chunk_size)
424 d[k] = read_dataframe(f[k])
425 else: # Base case
--> 426 d[k] = read_attribute(f[k])
428 d["raw"] = _read_raw(f, as_sparse, rdasp)
430 X_dset = f.get("X", None)
File /usr/local/lib/python3.8/functools.py:875, in singledispatch.<locals>.wrapper(*args, **kw)
871 if not args:
872 raise TypeError(f'{funcname} requires at least '
873 '1 positional argument')
--> 875 return dispatch(args[0].__class__)(*args, **kw)
File /usr/local/lib/python3.8/site-packages/anndata/_io/utils.py:162, in report_read_key_on_error.<locals>.func_wrapper(elem, *args, **kwargs)
160 else:
161 parent = _get_parent(elem)
--> 162 raise AnnDataReadError(
163 f"Above error raised while reading key {elem.name!r} of "
164 f"type {type(elem)} from {parent}."
165 )
AnnDataReadError: Above error raised while reading key '/layers' of type <class 'h5py._hl.group.Group'> from /.
反正结果就是一句话AnnDataReadError,读入出问题了
Reason and resolution
但这个数据本身其实没有错误，是anndata版本的问题。这个数据是用更新版本的anndata生成的，所以需要anndata>=0.8.0以上的版本才能正常处理和读入，因此升级最新的anndata解决问题。
（python对版本的要求非常严格，不像Seurat，V4.0也能读V2.0写出的对象）
