diff --git a/macros.python b/macros.python
index 0b00946..d69dd4f 100644
--- a/macros.python
+++ b/macros.python
@@ -44,6 +44,12 @@
 %py_install_wheel() %{expand:\\\
   pip install -I dist/%{1} --root %{buildroot} --strip-file-prefix %{buildroot} --no-deps
   rm -rfv %{buildroot}%{_bindir}/__pycache__
+  for distinfo in %{buildroot}%{python_sitelib}/*.dist-info %{buildroot}%{python_sitearch}/*.dist-info; do
+    if [ -f ${distinfo}/direct_url.json ]; then
+      rm -fv ${distinfo}/direct_url.json
+      sed -i '/direct_url.json/d' ${distinfo}/RECORD
+    fi
+  done
 }
 
 %python_provide() %{lua:
diff --git a/macros.python2 b/macros.python2
index e004554..82d7428 100644
--- a/macros.python2
+++ b/macros.python2
@@ -46,4 +46,10 @@
 %py2_install_wheel() %{expand:\\\
   pip%{python2_version} install -I dist/%{1} --root %{buildroot} --no-deps
   rm -rfv %{buildroot}%{_bindir}/__pycache__
+  for distinfo in %{buildroot}%{python2_sitelib}/*.dist-info %{buildroot}%{python2_sitearch}/*.dist-info; do
+    if [ -f ${distinfo}/direct_url.json ]; then
+      rm -fv ${distinfo}/direct_url.json
+      sed -i '/direct_url.json/d' ${distinfo}/RECORD
+    fi
+  done
 }
diff --git a/macros.python3 b/macros.python3
index f3727b7..7af56f1 100644
--- a/macros.python3
+++ b/macros.python3
@@ -40,6 +40,12 @@
 %py3_install_wheel() %{expand:\\\
   pip%{python3_version} install -I dist/%{1} --root %{buildroot} --no-deps
   rm -rfv %{buildroot}%{_bindir}/__pycache__
+  for distinfo in %{buildroot}%{python3_sitelib}/*.dist-info %{buildroot}%{python3_sitearch}/*.dist-info; do
+    if [ -f ${distinfo}/direct_url.json ]; then
+      rm -fv ${distinfo}/direct_url.json
+      sed -i '/direct_url.json/d' ${distinfo}/RECORD
+    fi
+  done
 }
 
 # This only supports Python 3.5+ and will never work with Python 2.
diff --git a/python-rpm-macros.spec b/python-rpm-macros.spec
index 134e4e5..c975feb 100644
--- a/python-rpm-macros.spec
+++ b/python-rpm-macros.spec
@@ -1,6 +1,6 @@
 Name:           python-rpm-macros
 Version:        3.8
-Release:        3%{?dist}
+Release:        4%{?dist}
 Summary:        The common Python RPM macros
 
 # macros: MIT, compileall2.py: PSFv2
@@ -80,6 +80,10 @@ install -m 644 %{SOURCE5} \
 
 
 %changelog
+* Mon May 04 2020 Tomas Hrnciar <thrnciar@redhat.com> - 3.8-4
+- Make %%py3_install_wheel macro remove direct_url.json file created by PEP 610.
+- https://discuss.python.org/t/pep-610-usage-guidelines-for-linux-distributions/4012
+
 * Mon Apr 27 2020 Miro Hrončok <mhroncok@redhat.com> - 3.8-3
 - Make pythonX-rpm-macros depend on python-rpm-macros (#1827811)