diff --git a/macros.pyproject b/macros.pyproject
index 7fec2cf..66c4912 100644
--- a/macros.pyproject
+++ b/macros.pyproject
@@ -85,10 +85,6 @@ fi
 echo 'python%{python3_pkgversion}-devel'
 echo 'python%{python3_pkgversion}dist(pip) >= 19'
 echo 'python%{python3_pkgversion}dist(packaging)'
-# The first part is for cases when %%{python3_version_nodots} is not yet available
-if [ ! -z "%{?python3_version_nodots}" ] && [ %{python3_version_nodots} -lt 38 ]; then
-  echo 'python%{python3_pkgversion}dist(importlib-metadata)'
-fi
 # Check if we can generate dependencies on Python extras
 if [ "%{py_dist_name []}" == "[]" ]; then
   extras_flag=%{?!_python_no_extras_requires:--generate-extras}
diff --git a/pyproject-rpm-macros.spec b/pyproject-rpm-macros.spec
index de30b65..df86f37 100644
--- a/pyproject-rpm-macros.spec
+++ b/pyproject-rpm-macros.spec
@@ -6,7 +6,7 @@ License:        MIT
 
 # Keep the version at zero and increment only release
 Version:        0
-Release:        36%{?dist}
+Release:        37%{?dist}
 
 # Macro files
 Source001:      macros.pyproject
@@ -39,11 +39,6 @@ BuildArch:      noarch
 BuildRequires: python3dist(pytest)
 BuildRequires: python3dist(pyyaml)
 BuildRequires: python3dist(packaging)
-%if 0%{fedora} < 32
-# The %%if should not be needed, it works around:
-#   https://github.com/rpm-software-management/mock/issues/336
-BuildRequires: (python3dist(importlib-metadata) if python3 < 3.8)
-%endif
 BuildRequires: python3dist(pip)
 BuildRequires: python3dist(setuptools)
 BuildRequires: python3dist(toml)
@@ -109,6 +104,9 @@ export HOSTNAME="rpmbuild"  # to speedup tox in network-less mock, see rhbz#1856
 %license LICENSE
 
 %changelog
+* Tue Feb 02 2021 Miro Hrončok <mhroncok@redhat.com> - 0-37
+- Remove support for Python 3.7 from %%pyproject_buildrequires
+
 * Wed Jan 27 2021 Fedora Release Engineering <releng@fedoraproject.org> - 0-36
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_34_Mass_Rebuild
 
diff --git a/pyproject_buildrequires.py b/pyproject_buildrequires.py
index 7b688d2..c1e35d4 100644
--- a/pyproject_buildrequires.py
+++ b/pyproject_buildrequires.py
@@ -1,6 +1,6 @@
 import os
 import sys
-import importlib
+import importlib.metadata
 import argparse
 import functools
 import traceback
@@ -25,10 +25,6 @@ class EndPass(Exception):
 try:
     from packaging.requirements import Requirement, InvalidRequirement
     from packaging.utils import canonicalize_name, canonicalize_version
-    try:
-        import importlib.metadata as importlib_metadata
-    except ImportError:
-        import importlib_metadata
 except ImportError as e:
     print_err('Import error:', e)
     # already echoed by the %pyproject_buildrequires macro
@@ -100,7 +96,7 @@ class Requirements:
         try:
             # TODO: check if requirements with extras are satisfied
             installed = self.get_installed_version(requirement.name)
-        except importlib_metadata.PackageNotFoundError:
+        except importlib.metadata.PackageNotFoundError:
             print_err(f'Requirement not satisfied: {requirement_str}')
             installed = None
         if installed and installed in requirement.specifier:
@@ -282,7 +278,7 @@ def python3dist(name, op=None, version=None, python3_pkgversion="3"):
 
 def generate_requires(
     *, include_runtime=False, toxenv=None, extras=None,
-    get_installed_version=importlib_metadata.version,  # for dep injection
+    get_installed_version=importlib.metadata.version,  # for dep injection
     generate_extras=False, python3_pkgversion="3",
 ):
     """Generate the BuildRequires for the project in the current directory
diff --git a/test_pyproject_buildrequires.py b/test_pyproject_buildrequires.py
index cc7ea4e..6f70361 100644
--- a/test_pyproject_buildrequires.py
+++ b/test_pyproject_buildrequires.py
@@ -1,4 +1,5 @@
 from pathlib import Path
+import importlib.metadata
 import io
 
 import pytest
@@ -6,10 +7,6 @@ import yaml
 
 from pyproject_buildrequires import generate_requires
 
-try:
-    import importlib.metadata as importlib_metadata
-except ImportError:
-    import importlib_metadata
 
 testcases = {}
 with Path(__file__).parent.joinpath('pyproject_buildrequires_testcases.yaml').open() as f:
@@ -35,7 +32,7 @@ def test_data(case_name, capsys, tmp_path, monkeypatch):
         try:
             return str(case['installed'][dist_name])
         except (KeyError, TypeError):
-            raise importlib_metadata.PackageNotFoundError(
+            raise importlib.metadata.PackageNotFoundError(
                 f'info not found for {dist_name}'
             )