BUG: pandas 1.3.2 incompatible with fastparquet 0.7.0 
- [x] I have checked that this issue has not already been reported.
I've searched listing of open issues for "parquet" and found no matching entry describing this problem

- [x] I have confirmed this bug exists on the latest version of pandas.
Exists in 1.3.2

- [x] (optional) I have confirmed this bug exists on the master branch of pandas.
Exists also in the master branch.
---

**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28/minimal-bug-reports) detailing how to provide the necessary information for us to reproduce your bug.

#### Code Sample, a copy-pastable example

```python
import pandas as pd

df = pd.read_parquet("df.parquet")

```
This fails with the following stack trace:
```
In [8]: df = pd.read_parquet("df.parquet")
---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
<ipython-input-8-3c208bf199a1> in <module>
----> 1 df = pd.read_parquet("df.parquet")

~/.virtual_envs/kapi2/lib/python3.9/site-packages/pandas/io/parquet.py in read_parquet(path, engine, columns, storage_options, use_nullable_dtypes, **kwargs)
    493     impl = get_engine(engine)
    494
--> 495     return impl.read(
    496         path,
    497         columns=columns,

~/.virtual_envs/kapi2/lib/python3.9/site-packages/pandas/io/parquet.py in read(self, path, columns, storage_options, **kwargs)
    342             path = handles.handle
    343
--> 344         parquet_file = self.api.ParquetFile(path, **parquet_kwargs)
    345
    346         result = parquet_file.to_pandas(columns=columns, **kwargs)

TypeError: __init__() got an unexpected keyword argument 'pandas_nulls'
```

#### Problem description

AFAICT, the root cause of the problem is the "api" version test in [io/parquet.py](https://github.com/pandas-dev/pandas/blob/master/pandas/io/parquet.py#L314) It needs to test `self.api.__version__ > Version("0.7.0")`. `ParquetFile` constructor in `fastparquet` 0.7.0 does not support  `pandas_nulls` argument. This argument is supported from version 0.7.1.

`fastparquet` 0.7.1 unfortunately does not build/install on darwin/arm64 (well, at least for me) :-/.

#### Expected Output
Obviously, the expected behavior is that the `DataFrame` is read from the file. 

#### Output of ``pd.show_versions()``

<details>
INSTALLED VERSIONS
------------------
commit           : 5f648bf1706dd75a9ca0d29f26eadfbb595fe52b
python           : 3.9.5.final.0
python-bits      : 64
OS               : Darwin
OS-release       : 20.5.0
Version          : Darwin Kernel Version 20.5.0: Sat May  8 05:10:31 PDT 2021; root:xnu-7195.121.3~9/RELEASE_ARM64_T8101
machine          : arm64
processor        : arm
byteorder        : little
LC_ALL           : None
LANG             : en_US.UTF-8
LOCALE           : en_US.UTF-8

pandas           : 1.3.2
numpy            : 1.21.2
pytz             : 2021.1
dateutil         : 2.8.2
pip              : 21.2.4
setuptools       : 56.0.0
Cython           : None
pytest           : None
hypothesis       : None
sphinx           : None
blosc            : None
feather          : None
xlsxwriter       : None
lxml.etree       : None
html5lib         : None
pymysql          : None
psycopg2         : None
jinja2           : None
IPython          : 7.26.0
pandas_datareader: None
bs4              : None
bottleneck       : None
fsspec           : 2021.07.0
fastparquet      : 0.7.0
gcsfs            : None
matplotlib       : None
numexpr          : None
odfpy            : None
openpyxl         : None
pandas_gbq       : None
pyarrow          : None
pyxlsb           : None
s3fs             : None
scipy            : None
sqlalchemy       : None
tables           : None
tabulate         : None
xarray           : None
xlrd             : None
xlwt             : None
numba            : None

</details>
