diff --git a/.github/workflows/backport_branches.yml b/.github/workflows/backport_branches.yml
index c5ee2acfea0..44fe082b04d 100644
--- a/.github/workflows/backport_branches.yml
+++ b/.github/workflows/backport_branches.yml
@@ -155,8 +155,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -196,8 +196,8 @@ jobs:
       - name: Upload build URLs to artifacts
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ runner.temp }}/build_check/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ runner.temp }}/build_check/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -241,8 +241,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -286,8 +286,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -331,8 +331,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
diff --git a/.github/workflows/master.yml b/.github/workflows/master.yml
index eab7ce36eb7..efaf1c64c05 100644
--- a/.github/workflows/master.yml
+++ b/.github/workflows/master.yml
@@ -219,8 +219,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -260,8 +260,8 @@ jobs:
       - name: Upload build URLs to artifacts
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ runner.temp }}/build_check/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ runner.temp }}/build_check/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -305,8 +305,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -350,8 +350,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -395,8 +395,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -440,8 +440,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -485,8 +485,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -530,8 +530,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -575,8 +575,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -620,8 +620,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -668,8 +668,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -713,8 +713,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -758,8 +758,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -803,8 +803,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -848,8 +848,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -893,8 +893,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -938,8 +938,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
diff --git a/.github/workflows/pull_request.yml b/.github/workflows/pull_request.yml
index 8942cca391e..8072f816cb8 100644
--- a/.github/workflows/pull_request.yml
+++ b/.github/workflows/pull_request.yml
@@ -272,8 +272,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -317,8 +317,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -362,8 +362,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -404,8 +404,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ runner.temp }}/build_check/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ runner.temp }}/build_check/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -446,8 +446,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ runner.temp }}/build_check/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ runner.temp }}/build_check/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -491,8 +491,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -536,8 +536,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -581,8 +581,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -626,8 +626,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -671,8 +671,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -719,8 +719,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -764,8 +764,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -809,8 +809,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -854,8 +854,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -899,8 +899,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -944,8 +944,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -989,8 +989,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
diff --git a/.github/workflows/release_branches.yml b/.github/workflows/release_branches.yml
index b2af465142b..91e1a224204 100644
--- a/.github/workflows/release_branches.yml
+++ b/.github/workflows/release_branches.yml
@@ -146,8 +146,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -187,8 +187,8 @@ jobs:
       - name: Upload build URLs to artifacts
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ runner.temp }}/build_check/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ runner.temp }}/build_check/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -232,8 +232,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -277,8 +277,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -322,8 +322,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -367,8 +367,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
@@ -412,8 +412,8 @@ jobs:
         if: ${{ success() || failure() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ env.BUILD_NAME }}
-          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_NAME }}.json
+          name: ${{ env.BUILD_URLS }}
+          path: ${{ env.TEMP_PATH }}/${{ env.BUILD_URLS }}.json
       - name: Cleanup
         if: always()
         run: |
diff --git a/tests/ci/build_check.py b/tests/ci/build_check.py
index e9d660156e1..74b2d3f89c3 100644
--- a/tests/ci/build_check.py
+++ b/tests/ci/build_check.py
@@ -6,6 +6,7 @@ import json
 import os
 import sys
 import time
+from shutil import rmtree
 from typing import List, Optional, Tuple
 
 from env_helper import REPO_COPY, TEMP_PATH, CACHES_PATH, IMAGES_PATH
@@ -64,22 +65,22 @@ def get_packager_cmd(
     )
 
     if build_config["build_type"]:
-        cmd += " --build-type={}".format(build_config["build_type"])
+        cmd += f" --build-type={build_config['build_type']}"
     if build_config["sanitizer"]:
-        cmd += " --sanitizer={}".format(build_config["sanitizer"])
+        cmd += f" --sanitizer={build_config['sanitizer']}"
     if build_config["splitted"] == "splitted":
         cmd += " --split-binary"
     if build_config["tidy"] == "enable":
         cmd += " --clang-tidy"
 
     cmd += " --cache=ccache"
-    cmd += " --ccache_dir={}".format(ccache_path)
+    cmd += f" --ccache_dir={ccache_path}"
 
     if "additional_pkgs" in build_config and build_config["additional_pkgs"]:
         cmd += " --additional-pkgs"
 
-    cmd += " --docker-image-version={}".format(image_version)
-    cmd += " --version={}".format(build_version)
+    cmd += f" --docker-image-version={image_version}"
+    cmd += f" --version={build_version}"
 
     if _can_export_binaries(build_config):
         cmd += " --with-binaries=tests"
@@ -136,7 +137,7 @@ def create_json_artifact(
     success: bool,
 ):
     subprocess.check_call(
-        f"echo 'BUILD_NAME=build_urls_{build_name}' >> $GITHUB_ENV", shell=True
+        f"echo 'BUILD_URLS=build_urls_{build_name}' >> $GITHUB_ENV", shell=True
     )
 
     result = {
@@ -149,16 +150,9 @@ def create_json_artifact(
 
     json_name = "build_urls_" + build_name + ".json"
 
-    print(
-        "Dump json report",
-        result,
-        "to",
-        json_name,
-        "with env",
-        "build_urls_{build_name}",
-    )
+    print(f"Dump json report {result} to {json_name} with env build_urls_{build_name}")
 
-    with open(os.path.join(temp_path, json_name), "w") as build_links:
+    with open(os.path.join(temp_path, json_name), "w", encoding="utf-8") as build_links:
         json.dump(result, build_links)
 
 
@@ -277,7 +271,12 @@ def main():
     ccache_path = os.path.join(CACHES_PATH, build_name + "_ccache")
 
     logging.info("Will try to fetch cache for our build")
-    get_ccache_if_not_exists(ccache_path, s3_helper, pr_info.number, TEMP_PATH)
+    try:
+        get_ccache_if_not_exists(ccache_path, s3_helper, pr_info.number, TEMP_PATH)
+    except Exception as e:
+        # In case there are issues with ccache, remove the path and do not fail a build
+        logging.info("Failed to get ccache, building without it. Error: %s", e)
+        rmtree(ccache_path, ignore_errors=True)
 
     if not os.path.exists(ccache_path):
         logging.info("cache was not fetched, will create empty dir")
@@ -337,7 +336,7 @@ def main():
 
     print("::notice ::Build URLs: {}".format("\n".join(build_urls)))
 
-    print("::notice ::Log URL: {}".format(log_url))
+    print(f"::notice ::Log URL: {log_url}")
 
     create_json_artifact(
         TEMP_PATH, build_name, log_url, build_urls, build_config, elapsed, success