diff --git a/continuous_integration/scripts/install.sh b/continuous_integration/scripts/install.sh
index 6e491a36f54..200f9e49dec 100644
--- a/continuous_integration/scripts/install.sh
+++ b/continuous_integration/scripts/install.sh
@@ -7,7 +7,7 @@ set -xe
 # python -m pip install --no-deps cityhash
 
 if [[ ${UPSTREAM_DEV} ]]; then
-    mamba install -y -c arrow-nightlies "pyarrow>5.0"
+    mamba install -y -c arrow-nightlies "pyarrow>7.0"
 
     # FIXME https://github.com/mamba-org/mamba/issues/412
     # mamba uninstall --force numpy pandas fastparquet
diff --git a/dask/dataframe/io/tests/test_parquet.py b/dask/dataframe/io/tests/test_parquet.py
index da457f06027..c76e1146bff 100644
--- a/dask/dataframe/io/tests/test_parquet.py
+++ b/dask/dataframe/io/tests/test_parquet.py
@@ -1662,7 +1662,7 @@ def check_compression(engine, filename, compression):
         else:
             assert md.total_compressed_size != md.total_uncompressed_size
     else:
-        metadata = pa.parquet.ParquetDataset(filename).metadata
+        metadata = pa.parquet.read_metadata(os.path.join(filename, "_metadata"))
         names = metadata.schema.names
         for i in range(metadata.num_row_groups):
             row_group = metadata.row_group(i)