Cleaned the boolean usage in MLCFlow

automation/script/docker.py

@@ -246,7 +246,7 @@ def docker_run(self_module, i):
                       for t in i.get('tags', '').split(",") if t.startswith("_")]
 
     docker_cache = i.get('docker_cache', "yes")
-    if docker_cache.lower() in ["no", "false"]:
+    if is_false(docker_cache):
         env.setdefault('MLC_DOCKER_CACHE', docker_cache)
 
     image_repo = i.get('docker_image_repo', '')

automation/script/module.py

@@ -358,9 +358,9 @@ def _run(self, i):
         if fake_deps:
             env['MLC_TMP_FAKE_DEPS'] = 'yes'
 
-        if str(i.get('skip_sys_utils', '')).lower() in ['true', 'yes']:
+        if is_true(i.get('skip_sys_utils', '')):
             env['MLC_SKIP_SYS_UTILS'] = 'yes'
-        if str(i.get('skip_sudo', '')).lower() in ['true', 'yes']:
+        if is_true(i.get('skip_sudo', '')):
             env['MLC_TMP_SKIP_SUDO'] = 'yes'
 
         run_state = i.get('run_state', self.run_state)
@@ -374,12 +374,10 @@ def _run(self, i):
         # Check verbose and silent
         verbose = False
 
-        silent = True if str(i.get('silent', '')).lower() in [
-            'true', 'yes', 'on'] else False
+        silent = True if is_true(i.get('silent', '')) else False
 
         if not silent:
-            silent = True if str(i.get('s', '')).lower() in [
-                'true', 'yes', 'on'] else False
+            silent = True if is_true(i.get('s', '')) else False
 
         if silent:
             if 'verbose' in i:
@@ -1020,11 +1018,9 @@ def _run(self, i):
         if r['return'] > 0:
             return r
 
-        if str(env.get('MLC_RUN_STATE_DOCKER', False)
-               ).lower() in ['true', '1', 'yes']:
+        if is_true(env.get('MLC_RUN_STATE_DOCKER', False)):
             if state.get('docker'):
-                if str(state['docker'].get('run', True)
-                       ).lower() in ['false', '0', 'no']:
+                if is_false(state['docker'].get('run', True)):
                     logger.info(
                         recursion_spaces +
                         '  - Skipping script::{} run as we are inside docker'.format(found_script_item))
@@ -1047,7 +1043,7 @@ def _run(self, i):
                         'deps': []}
                     return rr
 
-                elif str(state['docker'].get('real_run', True)).lower() in ['false', '0', 'no']:
+                elif is_false(state['docker'].get('real_run', True)):
                     logger.info(
                         recursion_spaces +
                         '  - Doing fake run for script::{} as we are inside docker'.format(found_script_item))
@@ -1576,7 +1572,7 @@ def _run(self, i):
             }
 
             # Check and run predeps in customize.py
-            if str(meta.get('predeps', 'True')).lower() not in ["0", "false", "no"] and os.path.isfile(
+            if not is_false(meta.get('predeps', 'True')) and os.path.isfile(
                     path_to_customize_py):  # possible duplicate execution - needs fix
                 r = utils.load_python_module(
                     {'path': path, 'name': 'customize'})
@@ -2962,13 +2958,10 @@ def test(self, i):
                             run_variations = [
                                 f"_{v}" for v in variations if variations[v].get(
                                     'group',
-                                    '') == '' and str(
+                                    '') == '' and not is_true(
                                     variations[v].get(
                                         'exclude-in-test',
-                                        '')).lower() not in [
-                                    "1",
-                                    "true",
-                                    "yes"]]
+                                        ''))]
                         else:
                             given_variations = run_input.get(
                                 'variations_list', [])
@@ -5029,7 +5022,7 @@ def enable_or_skip_script(meta, env):
     """
 
     if not isinstance(meta, dict):
-        logger.info(
+        logger.warn(
             "The meta entry is not a dictionary for skip/enable if_env: %s",
             meta)
 
@@ -5039,10 +5032,10 @@ def enable_or_skip_script(meta, env):
             value = str(env[key]).lower().strip()
             if set(meta_key) & set(["yes", "on", "true", "1"]):
                 # Any set value other than false is taken as set
-                if value not in ["no", "off", "false", "0", ""]:
+                if not is_false(value) and value != '':
                     continue
             elif set(meta_key) & set(["no", "off", "false", "0"]):
-                if value in ["no", "off", "false", "0", ""]:
+                if is_false(value) or value == "":
                     continue
             elif value in meta_key:
                 continue
@@ -5072,10 +5065,10 @@ def any_enable_or_skip_script(meta, env):
             meta_key = [str(v).lower() for v in meta[key]]
 
             if set(meta_key) & set(["yes", "on", "true", "1"]):
-                if value not in ["no", "off", "false", "0", ""]:
+                if not is_false(value) and value != "":
                     found = True
             elif set(meta_key) & set(["no", "off", "false", "0", ""]):
-                if value in ["no", "off", "false", "0", ""]:
+                if is_false(value) or value == "":
                     found = True
             elif value in meta_key:
                 found = True

script/app-mlperf-inference-nvidia/customize.py

@@ -1,6 +1,7 @@
 from mlc import utils
 import os
 import shutil
+from utils import *
 
 
 def preprocess(i):
@@ -590,8 +591,8 @@ def preprocess(i):
 
         run_infer_on_copy_streams = str(
             env.get('MLC_MLPERF_NVIDIA_HARNESS_RUN_INFER_ON_COPY_STREAMS', ''))
-        if run_infer_on_copy_streams and run_infer_on_copy_streams.lower() not in [
-                "no", "false", "0", ""]:
+        if run_infer_on_copy_streams and not is_false(
+                run_infer_on_copy_streams):
             run_config += " --run_infer_on_copy_streams"
 
         start_from_device = str(

script/app-mlperf-inference/customize.py

@@ -10,6 +10,7 @@
 import mlperf_utils
 import re
 from datetime import datetime, timezone
+from utils import *
 
 
 def preprocess(i):
@@ -286,8 +287,7 @@ def postprocess(i):
                     state['app_mlperf_inference_log_summary'][y[0].strip().lower()
                                                               ] = y[1].strip()
 
-        if env.get("MLC_MLPERF_PRINT_SUMMARY", "").lower() not in [
-                "no", "0", "false"]:
+        if not is_false(env.get("MLC_MLPERF_PRINT_SUMMARY", "")):
             print("\n")
             print(mlperf_log_summary)
 

script/benchmark-program/customize.py

@@ -1,5 +1,6 @@
 from mlc import utils
 import os
+from utils import *
 
 
 def preprocess(i):
@@ -20,7 +21,7 @@ def preprocess(i):
                 env['MLC_RUN_CMD'] += ' ' + env['MLC_RUN_SUFFIX']
 
         else:
-            if env['MLC_ENABLE_NUMACTL'].lower() in ["on", "1", "true", "yes"]:
+            if is_true(env['MLC_ENABLE_NUMACTL']):
                 env['MLC_ENABLE_NUMACTL'] = "1"
                 MLC_RUN_PREFIX = "numactl " + env['MLC_NUMACTL_MEMBIND'] + ' '
             else:
@@ -49,8 +50,8 @@ def preprocess(i):
     if x != '':
         env['MLC_RUN_CMD'] = x + ' ' + env.get('MLC_RUN_CMD', '')
 
-    if os_info['platform'] != 'windows' and str(
-            env.get('MLC_SAVE_CONSOLE_LOG', True)).lower() not in ["no", "false", "0"]:
+    if os_info['platform'] != 'windows' and not is_false(
+            env.get('MLC_SAVE_CONSOLE_LOG', True)):
         logs_dir = env.get('MLC_LOGS_DIR', env['MLC_RUN_DIR'])
         env['MLC_RUN_CMD'] += r" 2>&1 | tee " + q + os.path.join(
             logs_dir, "console.out") + q + r"; echo \${PIPESTATUS[0]} > exitstatus"

script/download-file/customize.py

@@ -85,8 +85,7 @@ def preprocess(i):
         extra_download_options = env.get('MLC_DOWNLOAD_EXTRA_OPTIONS', '')
 
         verify_ssl = env.get('MLC_VERIFY_SSL', "True")
-        if str(verify_ssl).lower() in [
-                "no", "false"] or os_info['platform'] == 'windows':
+        if is_false(verify_ssl) or os_info['platform'] == 'windows':
             verify_ssl = False
         else:
             verify_ssl = True

script/generate-mlperf-inference-user-conf/customize.py

@@ -4,6 +4,7 @@
 import shutil
 import subprocess
 import sys
+from utils import *
 
 
 def preprocess(i):
@@ -112,8 +113,8 @@ def preprocess(i):
                 env['MLC_MLPERF_USE_MAX_DURATION'] = 'no'
             elif scenario == "MultiStream" and (1000 / float(value) * 660 < 662):
                 env['MLC_MLPERF_USE_MAX_DURATION'] = 'no'
-        if env.get('MLC_MLPERF_MODEL_EQUAL_ISSUE_MODE', 'no').lower() not in ["yes", "1", "true"] and env.get(
-                'MLC_MLPERF_USE_MAX_DURATION', "yes").lower() not in ["no", "false", "0"]:
+        if not is_true(env.get('MLC_MLPERF_MODEL_EQUAL_ISSUE_MODE', 'no')) and not is_false(env.get(
+                'MLC_MLPERF_USE_MAX_DURATION', "yes")):
             tolerance = 0.4  # much lower because we have max_duration
         else:
             tolerance = 0.9

script/run-docker-container/customize.py

@@ -185,8 +185,8 @@ def postprocess(i):
     if is_true(env.get('MLC_DOCKER_USE_GOOGLE_DNS', '')):
         run_opts += ' --dns 8.8.8.8 --dns 8.8.4.4 '
 
-    if env.get('MLC_CONTAINER_TOOL', '') == 'podman' and env.get(
-            'MLC_PODMAN_MAP_USER_ID', '').lower() not in ["no", "0", "false"]:
+    if env.get('MLC_CONTAINER_TOOL', '') == 'podman' and not is_false(env.get(
+            'MLC_PODMAN_MAP_USER_ID', '')):
         run_opts += " --userns=keep-id"
 
     if env.get('MLC_DOCKER_PORT_MAPS', []):