@@ -101,7 +101,7 @@ git push apache 0.8.0-rc1
101101./dev/release/create-tarball.sh 0.8.0 1
102102```
103103
104- This will also create the email template to send to the mailing list.
104+ This will also create the email template to send to the mailing list.
105105
106106Create a draft email using this content, but do not send until after completing the next step.
107107
@@ -157,7 +157,14 @@ Send the email to start the vote.
157157
158158## Verifying a Release
159159
160- Running the unit tests against a testpypi release candidate:
160+ Releases may be verified using ` verify-release-candidate.sh ` :
161+
162+ ``` bash
163+ git clone https://github.com/apache/datafusion-python.git
164+ dev/release/verify-release-candidate.sh 48.0.0 1
165+ ```
166+
167+ Alternatively, one can run unit tests against a testpypi release candidate:
161168
162169``` bash
163170# clone a fresh repo
@@ -176,11 +183,11 @@ source .venv/bin/activate
176183# install release candidate
177184pip install --extra-index-url https://test.pypi.org/simple/ datafusion==40.0.0
178185
179- # only dep needed to run tests is pytest
180- pip install pytest
186+ # install test dependencies
187+ pip install pytest numpy pytest-asyncio
181188
182189# run the tests
183- pytest --import-mode=importlib python/tests
190+ pytest --import-mode=importlib python/tests -vv
184191```
185192
186193Try running one of the examples from the top-level README, or write some custom Python code to query some available
@@ -233,7 +240,7 @@ git push apache 0.8.0
233240Add the release to https://reporter.apache.org/addrelease.html?datafusion with a version name prefixed with ` DATAFUSION-PYTHON ` ,
234241for example ` DATAFUSION-PYTHON-31.0.0 ` .
235242
236- The release information is used to generate a template for a board report (see example from Apache Arrow
243+ The release information is used to generate a template for a board report (see example from Apache Arrow
237244[ here] ( https://github.com/apache/arrow/pull/14357 ) ).
238245
239246### Delete old RCs and Releases
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