diff --git a/.bazelrc b/.bazelrc
index b066fd0..8e74164 100644
--- a/.bazelrc
+++ b/.bazelrc
@@ -17,7 +17,7 @@ build --cxxopt="-std=c++17"
 build --cxxopt="-D_GLIBCXX_USE_CXX11_ABI=1"
 build --auto_output_filter=subpackages
 build --copt="-Wall" --copt="-Wno-sign-compare"
-build --linkopt="-lrt -lm"
+
 # We build with AVX and eigen byte alignment to match tensorflow's (and Eigen)
 # pip package byte alignment.  See b/186669968 for more details.
 build --copt=-mavx --copt=-DEIGEN_MAX_ALIGN_BYTES=64
diff --git a/configure.py b/configure.py
index 15ddcc9..675e303 100644
--- a/configure.py
+++ b/configure.py
@@ -74,6 +74,13 @@ def main():
   reset_configure_bazelrc()
   setup_python(environ_cp, args.force_defaults)
 
+  write_to_bazelrc('')
+  if sys.platform == 'darwin':
+    write_to_bazelrc('# https://github.com/googleapis/google-cloud-cpp-spanner/issues/1003')
+    write_to_bazelrc('build --copt=-DGRPC_BAZEL_BUILD')
+  else:
+    write_to_bazelrc('build --linkopt="-lrt -lm"')
+
 
 def get_from_env_or_user_or_default(environ_cp, var_name, ask_for_var,
                                     var_default):
diff --git a/oss_build.sh b/oss_build.sh
index ff74872..1554c56 100644
--- a/oss_build.sh
+++ b/oss_build.sh
@@ -95,22 +95,29 @@ for python_version in $PYTHON_VERSIONS; do
   fi
 
   if [ "$python_version" = "3.7" ]; then
-    export PYTHON_BIN_PATH=/usr/bin/python3.7 && export PYTHON_LIB_PATH=/usr/local/lib/python3.7/dist-packages
     ABI=cp37
   elif [ "$python_version" = "3.8" ]; then
-    export PYTHON_BIN_PATH=/usr/bin/python3.8 && export PYTHON_LIB_PATH=/usr/local/lib/python3.8/dist-packages
     ABI=cp38
   elif [ "$python_version" = "3.9" ]; then
-    export PYTHON_BIN_PATH=/usr/bin/python3.9 && export PYTHON_LIB_PATH=/usr/local/lib/python3.9/dist-packages
     ABI=cp39
   elif [ "$python_version" = "3.10" ]; then
-    export PYTHON_BIN_PATH=/usr/bin/python3.10 && export PYTHON_LIB_PATH=/usr/local/lib/python3.10/dist-packages
     ABI=cp310
   else
     echo "Error unknown --python. Only [3.7|3.8|3.9|3.10]"
     exit 1
   fi
 
+  export PYTHON_BIN_PATH=`which python${python_version}`
+  export PYTHON_LIB_PATH=`${PYTHON_BIN_PATH} -c 'import site; print(site.getsitepackages()[0])'`
+
+  if [ "$(uname)" = "Darwin" ]; then
+    bazel_config=""
+    PLATFORM=`${PYTHON_BIN_PATH} -c "from distutils import util; print(util.get_platform())"`
+  else
+    bazel_config="--config=manylinux2014"
+    PLATFORM="manylinux2014_x86_64"
+  fi
+
   # Configures Bazel environment for selected Python version.
   $PYTHON_BIN_PATH configure.py
 
@@ -121,24 +128,25 @@ for python_version in $PYTHON_VERSIONS; do
   # someone's system unexpectedly. We are executing the python tests after
   # installing the final package making this approach satisfactory.
   # TODO(b/157223742): Execute Python tests as well.
-  bazel test -c opt --copt=-mavx --config=manylinux2014 --test_output=errors //reverb/cc/...
+  bazel test -c opt --copt=-mavx ${bazel_config} --test_output=errors //reverb/cc/...
 
   EXTRA_OPT=""
   if [ "$DEBUG_BUILD" = "true" ]; then
      EXTRA_OPT="--copt=-g2"
   fi
+
   # Builds Reverb and creates the wheel package.
-  bazel build -c opt --copt=-mavx $EXTRA_OPT --config=manylinux2014 reverb/pip_package:build_pip_package
-  ./bazel-bin/reverb/pip_package/build_pip_package --dst $OUTPUT_DIR $PIP_PKG_EXTRA_ARGS
+  bazel build -c opt --copt=-mavx $EXTRA_OPT $bazel_config reverb/pip_package:build_pip_package
+  ./bazel-bin/reverb/pip_package/build_pip_package --dst $OUTPUT_DIR $PIP_PKG_EXTRA_ARGS --platform "$PLATFORM"
 
   # Installs pip package.
-  $PYTHON_BIN_PATH -mpip install ${OUTPUT_DIR}*${ABI}*.whl
+  $PYTHON_BIN_PATH -m pip install --force-reinstall ${OUTPUT_DIR}*${ABI}*.whl
 
   if [ "$PYTHON_TESTS" = "true" ]; then
     echo "Run Python tests..."
     set +e
 
-    bash run_python_tests.sh |& tee ./unittest_log.txt
+    bash run_python_tests.sh 2>&1 | tee ./unittest_log.txt
     UNIT_TEST_ERROR_CODE=$?
     set -e
     if [[ $UNIT_TEST_ERROR_CODE != 0 ]]; then
diff --git a/reverb/BUILD b/reverb/BUILD
index c373075..2d1b798 100644
--- a/reverb/BUILD
+++ b/reverb/BUILD
@@ -16,6 +16,15 @@ licenses(["notice"])
 
 exports_files(["LICENSE"])
 
+config_setting(
+    name = "macos",
+    values = {
+        "apple_platform_type": "macos",
+        "cpu": "darwin",
+    },
+    visibility = ["//visibility:public"],
+)
+
 reverb_pytype_strict_library(
     name = "reverb",
     srcs = ["__init__.py"],
diff --git a/reverb/cc/platform/default/build_rules.bzl b/reverb/cc/platform/default/build_rules.bzl
index c154ff3..c8826b8 100644
--- a/reverb/cc/platform/default/build_rules.bzl
+++ b/reverb/cc/platform/default/build_rules.bzl
@@ -110,7 +110,7 @@ def reverb_cc_proto_library(name, srcs = [], deps = [], **kwargs):
         name = "{}_static".format(name),
         srcs = gen_srcs,
         hdrs = gen_hdrs,
-        deps = depset(deps + reverb_tf_deps()),
+        deps = depset([dep.replace(":", ":lib") + ".so" for dep in deps] + reverb_tf_deps()),
         alwayslink = 1,
         **kwargs
     )
@@ -297,6 +297,16 @@ def reverb_gen_op_wrapper_py(name, out, kernel_lib, linkopts = [], **kwargs):
         fail("Argument out must end with '.py', but saw: {}".format(out))
 
     module_name = "lib{}_gen_op".format(name)
+    exported_symbols_file = "%s-exported-symbols.lds" % module_name
+    # gen_client_ops -> reverb_client
+    symbol = "reverb_{}".format(name.split('_')[1])
+    native.genrule(
+        name = module_name + "_exported_symbols",
+        outs = [exported_symbols_file],
+        cmd = "echo '*%s*' >$@" % symbol,
+        output_licenses = ["unencumbered"],
+        visibility = ["//visibility:private"],
+    )
     version_script_file = "%s-version-script.lds" % module_name
     native.genrule(
         name = module_name + "_version_script",
@@ -307,16 +317,23 @@ def reverb_gen_op_wrapper_py(name, out, kernel_lib, linkopts = [], **kwargs):
     )
     native.cc_binary(
         name = "{}.so".format(module_name),
-        deps = [kernel_lib] + reverb_tf_deps() + [version_script_file],
+        deps = [kernel_lib] + reverb_tf_deps() + [
+            exported_symbols_file,
+            version_script_file
+        ],
         copts = tf_copts() + [
             "-fno-strict-aliasing",  # allow a wider range of code [aliasing] to compile.
             "-fvisibility=hidden",  # avoid symbol clashes between DSOs.
         ],
         linkshared = 1,
-        linkopts = linkopts + _rpath_linkopts(module_name) + [
-            "-Wl,--version-script",
-            "$(location %s)" % version_script_file,
-        ],
+        linkopts = linkopts + _rpath_linkopts(module_name) + select({
+            "//reverb:macos": [
+                "-Wl,-exported_symbols_list,$(location %s)" % exported_symbols_file,
+            ],
+            "//conditions:default": [
+                "-Wl,--version-script,$(location %s)" % version_script_file,
+            ],
+        }),
         **kwargs
     )
     native.genrule(
@@ -455,10 +472,15 @@ def reverb_pybind_extension(
             "-fexceptions",  # pybind relies on exceptions, required to compile.
             "-fvisibility=hidden",  # avoid pybind symbol clashes between DSOs.
         ],
-        linkopts = linkopts + _rpath_linkopts(module_name) + [
-            "-Wl,--version-script",
-            "$(location %s)" % version_script_file,
-        ],
+        linkopts = linkopts + _rpath_linkopts(module_name) +
+            select({"//reverb:macos": [
+                        "-Wl,-exported_symbols_list,$(location %s)" % exported_symbols_file,
+                    ],
+                    "//conditions:default": [
+                        "-Wl,--version-script",
+                        "$(location %s)" % version_script_file,
+                    ],
+        }),
         deps = depset(deps + [
             exported_symbols_file,
             version_script_file,
diff --git a/reverb/cc/platform/default/repo.bzl b/reverb/cc/platform/default/repo.bzl
index 19ea78e..c53697d 100644
--- a/reverb/cc/platform/default/repo.bzl
+++ b/reverb/cc/platform/default/repo.bzl
@@ -2,6 +2,11 @@
 
 load("@bazel_tools//tools/build_defs/repo:http.bzl", "http_archive")
 
+def is_darwin(ctx):
+    if ctx.os.name.lower().find("mac") != -1:
+        return True
+    return False
+
 # Sanitize a dependency so that it works correctly from code that includes
 # codebase as a submodule.
 def clean_dep(dep):
@@ -89,7 +94,6 @@ def _find_python_solib_path(repo_ctx):
         fail("Could not locate python shared library path:\n{}"
             .format(exec_result.stderr))
     version = exec_result.stdout.splitlines()[-1]
-    basename = "lib{}.so".format(version)
     exec_result = repo_ctx.execute(
         ["{}-config".format(version), "--configdir"],
         quiet = True,
@@ -97,11 +101,21 @@ def _find_python_solib_path(repo_ctx):
     if exec_result.return_code != 0:
         fail("Could not locate python shared library path:\n{}"
             .format(exec_result.stderr))
-    solib_dir = exec_result.stdout.splitlines()[-1]
+
+    if is_darwin(repo_ctx):
+        basename = "lib{}m.dylib".format(version)
+        solib_dir = "/".join(exec_result.stdout.splitlines()[-1].split("/")[:-2])
+    else:
+        basename = "lib{}.so".format(version)
+        solib_dir = exec_result.stdout.splitlines()[-1]
+
     full_path = repo_ctx.path("{}/{}".format(solib_dir, basename))
     if not full_path.exists:
-        fail("Unable to find python shared library file:\n{}/{}"
-            .format(solib_dir, basename))
+        basename = basename.replace('m.dylib', '.dylib')
+        full_path = repo_ctx.path("{}/{}".format(solib_dir, basename))
+        if not full_path.exists:
+            fail("Unable to find python shared library file:\n{}/{}"
+                .format(solib_dir, basename))
     return struct(dir = solib_dir, basename = basename)
 
 def _eigen_archive_repo_impl(repo_ctx):
@@ -220,17 +234,24 @@ filegroup(
 def _tensorflow_solib_repo_impl(repo_ctx):
     tf_lib_path = _find_tf_lib_path(repo_ctx)
     repo_ctx.symlink(tf_lib_path, "tensorflow_solib")
+    if is_darwin(repo_ctx):
+        tensorflow_solib = "libtensorflow_cc.2.dylib"
+        full_path = repo_ctx.path("tensorflow_solib/{}".format(tensorflow_solib))
+        if not full_path.exists:
+            tensorflow_solib = "libtensorflow_framework.2.dylib"
+    else:
+        tensorflow_solib = "libtensorflow_framework.so.2"
+
     repo_ctx.file(
         "BUILD",
         content = """
 cc_library(
     name = "framework_lib",
-    srcs = ["tensorflow_solib/libtensorflow_framework.so.2"],
+    srcs = ["tensorflow_solib/{tensorflow_solib}"],
     deps = ["@python_includes", "@python_includes//:numpy_includes"],
     visibility = ["//visibility:public"],
 )
-""",
-    )
+""".format(tensorflow_solib=tensorflow_solib))
 
 def _python_includes_repo_impl(repo_ctx):
     python_include_path = _find_python_include_path(repo_ctx)
@@ -243,12 +264,19 @@ def _python_includes_repo_impl(repo_ctx):
         python_solib.basename,
     )
 
+    if is_darwin(repo_ctx):
+        # Fix Fatal Python error: PyThreadState_Get: no current thread
+        python_includes_srcs = ""
+    else:
+        python_includes_srcs = 'srcs = ["%s"],' % python_solib.basename
+
     repo_ctx.file(
         "BUILD",
         content = """
 cc_library(
     name = "python_includes",
     hdrs = glob(["python_includes/**/*.h"]),
+    {srcs}
     includes = ["python_includes"],
     visibility = ["//visibility:public"],
 )
@@ -258,7 +286,7 @@ cc_library(
     includes = ["numpy_includes"],
     visibility = ["//visibility:public"],
 )
-""".format(python_solib.basename),
+""".format(srcs=python_includes_srcs),
         executable = False,
     )
 
@@ -359,8 +387,19 @@ def _protoc_archive(ctx):
     version = ctx.attr.version
     sha256 = ctx.attr.sha256
 
+    override_version = ctx.os.environ.get("REVERB_PROTOC_VERSION")
+    if override_version:
+        sha256 = ""
+        version = override_version
+
+    if is_darwin(ctx):
+        platform = "osx"
+        sha256 = "99729771ccb2f70621ac20f241f6ab1c70271f2c6bd2ea1ddbd9c2f7ae08d316"
+    else:
+        platform = "linux"
+
     urls = [
-        "https://github.com/protocolbuffers/protobuf/releases/download/v%s/protoc-%s-linux-x86_64.zip" % (version, version),
+        "https://github.com/protocolbuffers/protobuf/releases/download/v%s/protoc-%s-%s-x86_64.zip" % (version, version, platform),
     ]
     ctx.download_and_extract(
         url = urls,
diff --git a/reverb/cc/table.cc b/reverb/cc/table.cc
index 07b53b5..cd7460d 100644
--- a/reverb/cc/table.cc
+++ b/reverb/cc/table.cc
@@ -154,10 +154,12 @@ Table::Table(std::string name, std::shared_ptr<ItemSelector> sampler,
       num_unique_samples_(0),
       max_size_(max_size),
       max_enqueued_inserts_(
-          std::max(1L, std::min<int64_t>(max_size * kMaxEnqueuedInsertsPerc,
+          std::max(static_cast<int64_t>(1),
+                   std::min<int64_t>(max_size * kMaxEnqueuedInsertsPerc,
                                        kMaxEnqueuedInserts))),
       max_enqueued_extension_ops_(
-          std::max(1L, std::min<int64_t>(max_size * kMaxPendingExtensionOpsPerc,
+          std::max(static_cast<int64_t>(1),
+                  std::min<int64_t>(max_size * kMaxPendingExtensionOpsPerc,
                                        kMaxPendingExtensionOps))),
       max_times_sampled_(max_times_sampled),
       name_(std::move(name)),
diff --git a/reverb/pip_package/build_pip_package.sh b/reverb/pip_package/build_pip_package.sh
index f6a1fd9..45bb576 100755
--- a/reverb/pip_package/build_pip_package.sh
+++ b/reverb/pip_package/build_pip_package.sh
@@ -20,6 +20,7 @@ function build_wheel() {
   DESTDIR="$2"
   RELEASE_FLAG="$3"
   TF_VERSION_FLAG="$4"
+  PLATFORM="$5"
 
   # Before we leave the top-level directory, make sure we know how to
   # call python.
@@ -32,7 +33,7 @@ function build_wheel() {
   pushd ${TMPDIR} > /dev/null
 
   echo $(date) : "=== Building wheel"
-  "${PYTHON_BIN_PATH}" setup.py bdist_wheel ${PKG_NAME_FLAG} ${RELEASE_FLAG} ${TF_VERSION_FLAG} --plat manylinux2014_x86_64 > /dev/null
+  "${PYTHON_BIN_PATH}" setup.py bdist_wheel ${PKG_NAME_FLAG} ${RELEASE_FLAG} ${TF_VERSION_FLAG} --plat ${PLATFORM} > /dev/null
   DEST=${TMPDIR}/dist/
   if [[ ! "$TMPDIR" -ef "$DESTDIR" ]]; then
     mkdir -p ${DESTDIR}
@@ -71,6 +72,19 @@ function prepare_src() {
   # must remain where they are for TF to find them.
   find "${TMPDIR}/reverb/cc" -type d -name ops -prune -o -name '*.so' \
     -exec mv {} "${TMPDIR}/reverb" \;
+
+  # Copy darwin libs over so they can be loaded at runtime
+  so_lib_dir=$(ls $RUNFILES | grep solib) || true
+  if [ -n "${so_lib_dir}" ]; then
+    mkdir -p "${TMPDIR}/${so_lib_dir}"
+    proto_so_dir=$(ls ${RUNFILES}/${so_lib_dir} | grep proto) || true
+    for dir in ${proto_so_dir}; do
+      echo "===== DIR = $dir"
+      cp -R ${RUNFILES}/${so_lib_dir}/${dir} "${TMPDIR}/${so_lib_dir}"
+    done
+
+    cp -r $TMPDIR/${so_lib_dir} `dirname $PYTHON_LIB_PATH`
+  fi
 }
 
 function usage() {
@@ -80,6 +94,7 @@ function usage() {
   echo "    --release         build a release version"
   echo "    --dst             path to copy the .whl into."
   echo "    --tf-version      tensorflow version dependency passed to setup.py."
+  echo "    --platform        platform."
   echo ""
   exit 1
 }
@@ -91,6 +106,8 @@ function main() {
   # This is where the source code is copied and where the whl will be built.
   DST_DIR=""
 
+  PLATFORM="manylinux2014_x86_64"
+
   while true; do
     if [[ "$1" == "--help" ]]; then
       usage
@@ -103,6 +120,9 @@ function main() {
     elif [[ "$1" == "--tf-version" ]]; then
       shift
       TF_VERSION_FLAG="--tf-version $1"
+    elif [[ "$1" == "--platform" ]]; then
+      shift
+      PLATFORM=$1
     fi
 
     if [[ -z "$1" ]]; then
@@ -117,7 +137,7 @@ function main() {
   fi
 
   prepare_src "$TMPDIR"
-  build_wheel "$TMPDIR" "$DST_DIR" "$RELEASE_FLAG" "$TF_VERSION_FLAG"
+  build_wheel "$TMPDIR" "$DST_DIR" "$RELEASE_FLAG" "$TF_VERSION_FLAG" "$PLATFORM"
 }
 
 main "$@"
diff --git a/reverb/pip_package/setup.py b/reverb/pip_package/setup.py
index b7c878d..c4d2ba0 100644
--- a/reverb/pip_package/setup.py
+++ b/reverb/pip_package/setup.py
@@ -111,6 +111,16 @@ def run_setup(self):
       long_description = f.read()
 
     version, project_name = self._get_version()
+
+    so_lib_paths = [
+        i for i in os.listdir('.')
+        if os.path.isdir(i) and fnmatch.fnmatch(i, '_solib_*')
+    ]
+
+    matches = []
+    for path in so_lib_paths:
+      matches.extend(['../' + x for x in find_files('*', path) if '.py' not in x])
+
     setup(
         name=project_name,
         version=version,
@@ -125,6 +135,9 @@ def run_setup(self):
         packages=find_packages(),
         headers=list(find_files('*.proto', 'reverb')),
         include_package_data=True,
+        package_data={
+            'reverb': matches,
+        },
         install_requires=self._get_required_packages(),
         extras_require={
             'tensorflow': self._get_tensorflow_packages(),
diff --git a/run_python_tests.sh b/run_python_tests.sh
index 088ce6c..1ba369f 100644
--- a/run_python_tests.sh
+++ b/run_python_tests.sh
@@ -29,7 +29,8 @@ py_test() {
 
   echo "===========Running Python tests============"
 
-  for test_file in `find reverb/ -name '*_test.py' -print`
+  cd reverb/  # Fix OSX circular import error
+  for test_file in `find ./ -name '*_test.py' -print`
   do
     echo "####=======Testing ${test_file}=======####"
     ${PYTHON_BIN_PATH} "${test_file}"