From c4e2c8bcd9552163f84654cad2d845d435e3a17c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8E=8B=E8=89=AF?= <841369634@qq.com>
Date: Tue, 28 Apr 2026 16:23:58 +0800
Subject: [PATCH 01/16] perf: Optimize the compare

---
 apps/application/flow/compare/__init__.py     | 48 +++++++++++++++++--
 apps/application/flow/compare/compare.py      |  3 --
 .../flow/compare/contain_compare.py           |  4 --
 apps/application/flow/compare/end_with.py     |  4 --
 .../application/flow/compare/equal_compare.py |  4 --
 apps/application/flow/compare/ge_compare.py   |  4 --
 apps/application/flow/compare/gt_compare.py   |  4 --
 .../flow/compare/is_not_null_compare.py       |  4 --
 apps/application/flow/compare/is_not_true.py  |  4 --
 .../flow/compare/is_null_compare.py           |  4 --
 apps/application/flow/compare/is_true.py      |  4 --
 apps/application/flow/compare/le_compare.py   |  4 --
 .../flow/compare/len_equal_compare.py         |  4 --
 .../flow/compare/len_ge_compare.py            |  4 --
 .../flow/compare/len_gt_compare.py            |  4 --
 .../flow/compare/len_le_compare.py            |  4 --
 .../flow/compare/len_lt_compare.py            |  4 --
 apps/application/flow/compare/lt_compare.py   |  4 --
 .../flow/compare/not_contain_compare.py       |  4 --
 .../flow/compare/not_equal_compare.py         |  4 --
 .../application/flow/compare/regex_compare.py |  4 --
 apps/application/flow/compare/start_with.py   |  4 --
 .../flow/compare/wildcard_compare.py          |  4 --
 .../impl/base_condition_node.py               | 15 +-----
 .../impl/base_loop_break_node.py              | 15 +-----
 .../impl/base_loop_continue_node.py           | 15 +-----
 ui/src/workflow/common/data.ts                |  4 +-
 27 files changed, 51 insertions(+), 133 deletions(-)

diff --git a/apps/application/flow/compare/__init__.py b/apps/application/flow/compare/__init__.py
index 4e99bfa7270..c676754495f 100644
--- a/apps/application/flow/compare/__init__.py
+++ b/apps/application/flow/compare/__init__.py
@@ -29,8 +29,46 @@
 from .start_with import StartWithCompare
 from .wildcard_compare import WildcardCompare
 
-compare_handle_list = [GECompare(), GTCompare(), ContainCompare(), EqualCompare(), LTCompare(), LECompare(),
-                       LenLECompare(), LenGECompare(), LenEqualCompare(), LenGTCompare(), LenLTCompare(),
-                       IsNullCompare(),
-                       IsNotNullCompare(), NotContainCompare(), NotEqualCompare(), IsTrueCompare(), IsNotTrueCompare(), StartWithCompare(),
-                       EndWithCompare(), RegexCompare(), WildcardCompare()]
+_compare_handle_dict = {
+    'is_null': IsNullCompare(),
+    'is_not_null': IsNotNullCompare(),
+    'contain': ContainCompare(),
+    'not_contain': NotContainCompare(),
+    'eq': EqualCompare(),
+    'not_eq': NotEqualCompare(),
+    'ge': GECompare(),
+    'gt': GTCompare(),
+    'lt': LTCompare(),
+    'le': LECompare(),
+    'len_eq': LenEqualCompare(),
+    'len_ge': LenGECompare(),
+    'len_gt': LenGTCompare(),
+    'len_le': LenLECompare(),
+    'len_lt': LenLTCompare(),
+    'is_true': IsTrueCompare(),
+    'is_not_true': IsNotTrueCompare(),
+    'start_with': StartWithCompare(),
+    'end_with': EndWithCompare(),
+    'regex': RegexCompare(),
+    'wildcard': WildcardCompare(),
+}
+
+
+def _do_compare(source_value, compare, target_value):
+    compare_handle = _compare_handle_dict.get(compare)
+    if compare_handle:
+        return compare_handle.compare(source_value, compare, target_value)
+    return False
+
+
+def do_assertion(workflow_manage, field_list: List[str], compare: str, value):
+    try:
+        value = workflow_manage.generate_prompt(value)
+    except Exception:
+        pass
+    field_value = None
+    try:
+        field_value = workflow_manage.get_reference_field(field_list[0], field_list[1:])
+    except  Exception:
+        pass
+    return _do_compare(field_value, compare, value)
diff --git a/apps/application/flow/compare/compare.py b/apps/application/flow/compare/compare.py
index 6cbb4af0732..c91f076ed46 100644
--- a/apps/application/flow/compare/compare.py
+++ b/apps/application/flow/compare/compare.py
@@ -11,9 +11,6 @@
 
 
 class Compare:
-    @abstractmethod
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        pass
 
     @abstractmethod
     def compare(self, source_value, compare, target_value):
diff --git a/apps/application/flow/compare/contain_compare.py b/apps/application/flow/compare/contain_compare.py
index b79b9cad728..7f453965599 100644
--- a/apps/application/flow/compare/contain_compare.py
+++ b/apps/application/flow/compare/contain_compare.py
@@ -13,10 +13,6 @@
 
 class ContainCompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'contain':
-            return True
-
     def compare(self, source_value, compare, target_value):
         target_value = str(target_value)
 
diff --git a/apps/application/flow/compare/end_with.py b/apps/application/flow/compare/end_with.py
index a0fe1798956..9157c0beff0 100644
--- a/apps/application/flow/compare/end_with.py
+++ b/apps/application/flow/compare/end_with.py
@@ -13,10 +13,6 @@
 
 class EndWithCompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'end_with':
-            return True
-
     def compare(self, source_value, compare, target_value):
         source_value = str(source_value)
         return source_value.endswith(str(target_value))
diff --git a/apps/application/flow/compare/equal_compare.py b/apps/application/flow/compare/equal_compare.py
index b8d9f7eeead..7a879d58149 100644
--- a/apps/application/flow/compare/equal_compare.py
+++ b/apps/application/flow/compare/equal_compare.py
@@ -13,9 +13,5 @@
 
 class EqualCompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'eq':
-            return True
-
     def compare(self, source_value, compare, target_value):
         return str(source_value) == str(target_value)
diff --git a/apps/application/flow/compare/ge_compare.py b/apps/application/flow/compare/ge_compare.py
index 84a223beef2..75b9574a9c0 100644
--- a/apps/application/flow/compare/ge_compare.py
+++ b/apps/application/flow/compare/ge_compare.py
@@ -13,10 +13,6 @@
 
 class GECompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'ge':
-            return True
-
     def compare(self, source_value, compare, target_value):
         try:
             return float(source_value) >= float(target_value)
diff --git a/apps/application/flow/compare/gt_compare.py b/apps/application/flow/compare/gt_compare.py
index 2307aaae418..773771b913a 100644
--- a/apps/application/flow/compare/gt_compare.py
+++ b/apps/application/flow/compare/gt_compare.py
@@ -13,10 +13,6 @@
 
 class GTCompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'gt':
-            return True
-
     def compare(self, source_value, compare, target_value):
         try:
             return float(source_value) > float(target_value)
diff --git a/apps/application/flow/compare/is_not_null_compare.py b/apps/application/flow/compare/is_not_null_compare.py
index 92306bed0b8..1b5a97f8b20 100644
--- a/apps/application/flow/compare/is_not_null_compare.py
+++ b/apps/application/flow/compare/is_not_null_compare.py
@@ -13,10 +13,6 @@
 
 class IsNotNullCompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'is_not_null':
-            return True
-
     def compare(self, source_value, compare, target_value):
         try:
             return source_value is not None and len(source_value) > 0
diff --git a/apps/application/flow/compare/is_not_true.py b/apps/application/flow/compare/is_not_true.py
index 78433a76d87..07eda98a2ee 100644
--- a/apps/application/flow/compare/is_not_true.py
+++ b/apps/application/flow/compare/is_not_true.py
@@ -13,10 +13,6 @@
 
 class IsNotTrueCompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'is_not_true':
-            return True
-
     def compare(self, source_value, compare, target_value):
         try:
             return source_value is False
diff --git a/apps/application/flow/compare/is_null_compare.py b/apps/application/flow/compare/is_null_compare.py
index 09c115c98d9..d971d08dc7e 100644
--- a/apps/application/flow/compare/is_null_compare.py
+++ b/apps/application/flow/compare/is_null_compare.py
@@ -13,10 +13,6 @@
 
 class IsNullCompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'is_null':
-            return True
-
     def compare(self, source_value, compare, target_value):
         try:
             return source_value is None or len(source_value) == 0
diff --git a/apps/application/flow/compare/is_true.py b/apps/application/flow/compare/is_true.py
index e3f29ea2978..1eee0e1227f 100644
--- a/apps/application/flow/compare/is_true.py
+++ b/apps/application/flow/compare/is_true.py
@@ -13,10 +13,6 @@
 
 class IsTrueCompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'is_true':
-            return True
-
     def compare(self, source_value, compare, target_value):
         try:
             return source_value is True
diff --git a/apps/application/flow/compare/le_compare.py b/apps/application/flow/compare/le_compare.py
index 0b1710a25dd..cf167ea2253 100644
--- a/apps/application/flow/compare/le_compare.py
+++ b/apps/application/flow/compare/le_compare.py
@@ -13,10 +13,6 @@
 
 class LECompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'le':
-            return True
-
     def compare(self, source_value, compare, target_value):
         try:
             return float(source_value) <= float(target_value)
diff --git a/apps/application/flow/compare/len_equal_compare.py b/apps/application/flow/compare/len_equal_compare.py
index 203a0338fd2..ea87823d4b0 100644
--- a/apps/application/flow/compare/len_equal_compare.py
+++ b/apps/application/flow/compare/len_equal_compare.py
@@ -13,10 +13,6 @@
 
 class LenEqualCompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'len_eq':
-            return True
-
     def compare(self, source_value, compare, target_value):
         try:
             return len(source_value) == int(target_value)
diff --git a/apps/application/flow/compare/len_ge_compare.py b/apps/application/flow/compare/len_ge_compare.py
index d1e45cd3419..cb289eb1499 100644
--- a/apps/application/flow/compare/len_ge_compare.py
+++ b/apps/application/flow/compare/len_ge_compare.py
@@ -13,10 +13,6 @@
 
 class LenGECompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'len_ge':
-            return True
-
     def compare(self, source_value, compare, target_value):
         try:
             return len(source_value) >= int(target_value)
diff --git a/apps/application/flow/compare/len_gt_compare.py b/apps/application/flow/compare/len_gt_compare.py
index a3383138208..78e67173ed4 100644
--- a/apps/application/flow/compare/len_gt_compare.py
+++ b/apps/application/flow/compare/len_gt_compare.py
@@ -13,10 +13,6 @@
 
 class LenGTCompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'len_gt':
-            return True
-
     def compare(self, source_value, compare, target_value):
         try:
             return len(source_value) > int(target_value)
diff --git a/apps/application/flow/compare/len_le_compare.py b/apps/application/flow/compare/len_le_compare.py
index 6bb73c0a149..3ca856df2d1 100644
--- a/apps/application/flow/compare/len_le_compare.py
+++ b/apps/application/flow/compare/len_le_compare.py
@@ -13,10 +13,6 @@
 
 class LenLECompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'len_le':
-            return True
-
     def compare(self, source_value, compare, target_value):
         try:
             return len(source_value) <= int(target_value)
diff --git a/apps/application/flow/compare/len_lt_compare.py b/apps/application/flow/compare/len_lt_compare.py
index 92f99d47a2c..ae913d7548a 100644
--- a/apps/application/flow/compare/len_lt_compare.py
+++ b/apps/application/flow/compare/len_lt_compare.py
@@ -13,10 +13,6 @@
 
 class LenLTCompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'len_lt':
-            return True
-
     def compare(self, source_value, compare, target_value):
         try:
             return len(source_value) < int(target_value)
diff --git a/apps/application/flow/compare/lt_compare.py b/apps/application/flow/compare/lt_compare.py
index c5ff3d6f610..7c87876835f 100644
--- a/apps/application/flow/compare/lt_compare.py
+++ b/apps/application/flow/compare/lt_compare.py
@@ -13,10 +13,6 @@
 
 class LTCompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'lt':
-            return True
-
     def compare(self, source_value, compare, target_value):
         try:
             return float(source_value) < float(target_value)
diff --git a/apps/application/flow/compare/not_contain_compare.py b/apps/application/flow/compare/not_contain_compare.py
index 193aa1c1f78..3ddadb88048 100644
--- a/apps/application/flow/compare/not_contain_compare.py
+++ b/apps/application/flow/compare/not_contain_compare.py
@@ -13,10 +13,6 @@
 
 class NotContainCompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'not_contain':
-            return True
-
     def compare(self, source_value, compare, target_value):
         target_value = str(target_value)
 
diff --git a/apps/application/flow/compare/not_equal_compare.py b/apps/application/flow/compare/not_equal_compare.py
index 7e7a055162e..0118c80e29f 100644
--- a/apps/application/flow/compare/not_equal_compare.py
+++ b/apps/application/flow/compare/not_equal_compare.py
@@ -13,9 +13,5 @@
 
 class NotEqualCompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'not_eq':
-            return True
-
     def compare(self, source_value, compare, target_value):
         return str(source_value) != str(target_value)
diff --git a/apps/application/flow/compare/regex_compare.py b/apps/application/flow/compare/regex_compare.py
index 8fd98f3eca8..3097b2acea9 100644
--- a/apps/application/flow/compare/regex_compare.py
+++ b/apps/application/flow/compare/regex_compare.py
@@ -31,10 +31,6 @@ def compile_and_cache(regex):
 
 class RegexCompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'regex':
-            return True
-
     def compare(self, source_value, compare, target_value):
         match = compile_and_cache(str(target_value))
         return bool(match(str(source_value)))
diff --git a/apps/application/flow/compare/start_with.py b/apps/application/flow/compare/start_with.py
index ccf0ae45b65..ccfc28fcdce 100644
--- a/apps/application/flow/compare/start_with.py
+++ b/apps/application/flow/compare/start_with.py
@@ -13,10 +13,6 @@
 
 class StartWithCompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'start_with':
-            return True
-
     def compare(self, source_value, compare, target_value):
         source_value = str(source_value)
         return source_value.startswith(str(target_value))
diff --git a/apps/application/flow/compare/wildcard_compare.py b/apps/application/flow/compare/wildcard_compare.py
index 65ea2c74a5a..363cb33bf13 100644
--- a/apps/application/flow/compare/wildcard_compare.py
+++ b/apps/application/flow/compare/wildcard_compare.py
@@ -33,10 +33,6 @@ def translate_and_compile_and_cache(wildcard):
 
 class WildcardCompare(Compare):
 
-    def support(self, node_id, fields: List[str], source_value, compare, target_value):
-        if compare == 'wildcard':
-            return True
-
     def compare(self, source_value, compare, target_value):
         # 转成正则，性能更高
         match = translate_and_compile_and_cache(str(target_value))
diff --git a/apps/application/flow/step_node/condition_node/impl/base_condition_node.py b/apps/application/flow/step_node/condition_node/impl/base_condition_node.py
index 7e5a5e28e35..6e126e27b21 100644
--- a/apps/application/flow/step_node/condition_node/impl/base_condition_node.py
+++ b/apps/application/flow/step_node/condition_node/impl/base_condition_node.py
@@ -9,7 +9,7 @@
 from typing import List
 
 from application.flow.i_step_node import NodeResult
-from application.flow.compare import compare_handle_list
+from application.flow.compare import do_assertion
 from application.flow.step_node.condition_node.i_condition_node import IConditionNode
 
 
@@ -37,18 +37,7 @@ def branch_assertion(self, branch):
         return all(condition_list) if condition == 'and' else any(condition_list)
 
     def assertion(self, field_list: List[str], compare: str, value):
-        try:
-            value = self.workflow_manage.generate_prompt(value)
-        except Exception as e:
-            pass
-        field_value = None
-        try:
-            field_value = self.workflow_manage.get_reference_field(field_list[0], field_list[1:])
-        except  Exception as e:
-            pass
-        for compare_handler in compare_handle_list:
-            if compare_handler.support(field_list[0], field_list[1:], field_value, compare, value):
-                return compare_handler.compare(field_value, compare, value)
+        return do_assertion(self.workflow_manage, field_list, compare, value)
 
     def get_details(self, index: int, **kwargs):
         return {
diff --git a/apps/application/flow/step_node/loop_break_node/impl/base_loop_break_node.py b/apps/application/flow/step_node/loop_break_node/impl/base_loop_break_node.py
index e5e030e75d0..6e98cfa51ff 100644
--- a/apps/application/flow/step_node/loop_break_node/impl/base_loop_break_node.py
+++ b/apps/application/flow/step_node/loop_break_node/impl/base_loop_break_node.py
@@ -9,7 +9,7 @@
 import time
 from typing import List, Dict
 
-from application.flow.compare import compare_handle_list
+from application.flow.compare import do_assertion
 from application.flow.i_step_node import NodeResult
 from application.flow.step_node.loop_break_node.i_loop_break_node import ILoopBreakNode
 
@@ -37,18 +37,7 @@ def execute(self, condition, condition_list, **kwargs) -> NodeResult:
                           _is_interrupt=lambda n, v, w: is_break)
 
     def assertion(self, field_list: List[str], compare: str, value):
-        try:
-            value = self.workflow_manage.generate_prompt(value)
-        except Exception as e:
-            pass
-        field_value = None
-        try:
-            field_value = self.workflow_manage.get_reference_field(field_list[0], field_list[1:])
-        except  Exception as e:
-            pass
-        for compare_handler in compare_handle_list:
-            if compare_handler.support(field_list[0], field_list[1:], field_value, compare, value):
-                return compare_handler.compare(field_value, compare, value)
+        return do_assertion(self.workflow_manage, field_list, compare, value)
 
     def get_details(self, index: int, **kwargs):
         return {
diff --git a/apps/application/flow/step_node/loop_continue_node/impl/base_loop_continue_node.py b/apps/application/flow/step_node/loop_continue_node/impl/base_loop_continue_node.py
index d3ee6de636e..8813cf12507 100644
--- a/apps/application/flow/step_node/loop_continue_node/impl/base_loop_continue_node.py
+++ b/apps/application/flow/step_node/loop_continue_node/impl/base_loop_continue_node.py
@@ -8,7 +8,7 @@
 """
 from typing import List
 
-from application.flow.compare import compare_handle_list
+from application.flow.compare import do_assertion
 from application.flow.i_step_node import NodeResult
 from application.flow.step_node.loop_continue_node.i_loop_continue_node import ILoopContinueNode
 
@@ -27,18 +27,7 @@ def execute(self, condition, condition_list, **kwargs) -> NodeResult:
         return NodeResult({'is_continue': is_continue}, {})
 
     def assertion(self, field_list: List[str], compare: str, value):
-        try:
-            value = self.workflow_manage.generate_prompt(value)
-        except Exception as e:
-            pass
-        field_value = None
-        try:
-            field_value = self.workflow_manage.get_reference_field(field_list[0], field_list[1:])
-        except  Exception as e:
-            pass
-        for compare_handler in compare_handle_list:
-            if compare_handler.support(field_list[0], field_list[1:], field_value, compare, value):
-                return compare_handler.compare(field_value, compare, value)
+        return do_assertion(self.workflow_manage, field_list, compare, value)
 
     def get_details(self, index: int, **kwargs):
         return {
diff --git a/ui/src/workflow/common/data.ts b/ui/src/workflow/common/data.ts
index 8512f3e2ddf..a726ae9ed5a 100644
--- a/ui/src/workflow/common/data.ts
+++ b/ui/src/workflow/common/data.ts
@@ -1135,8 +1135,8 @@ export const compareList = [
   {value: 'is_not_true', label: t('workflow.compare.is_not_true')},
   {value: 'start_with', label: 'startWith'},
   {value: 'end_with', label: 'endWith'},
-  { value: 'regex', label: t('workflow.compare.regex') },
-  { value: 'wildcard', label: t('workflow.compare.wildcard') },
+  {value: 'regex', label: t('workflow.compare.regex')},
+  {value: 'wildcard', label: t('workflow.compare.wildcard')},
 ]
 export const nodeDict: any = {
   [WorkflowType.AiChat]: aiChatNode,

From e2fe120fb3ea4e641524ffed590e83ca0c3aeb85 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8E=8B=E8=89=AF?= <841369634@qq.com>
Date: Tue, 28 Apr 2026 17:50:36 +0800
Subject: [PATCH 02/16] =?UTF-8?q?perf:=20=E9=81=BF=E5=85=8D=20`=E5=88=A4?=
 =?UTF-8?q?=E6=96=AD=E5=99=A8`=20=E6=89=A7=E8=A1=8C=E6=89=80=E6=9C=89?=
 =?UTF-8?q?=E6=9D=A1=E4=BB=B6=E5=88=86=E6=94=AF?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 apps/application/flow/compare/__init__.py          | 14 +++++++++++---
 .../condition_node/impl/base_condition_node.py     |  8 +-------
 .../loop_break_node/impl/base_loop_break_node.py   |  7 +------
 .../impl/base_loop_continue_node.py                |  7 +------
 4 files changed, 14 insertions(+), 22 deletions(-)

diff --git a/apps/application/flow/compare/__init__.py b/apps/application/flow/compare/__init__.py
index c676754495f..b2daa117e6a 100644
--- a/apps/application/flow/compare/__init__.py
+++ b/apps/application/flow/compare/__init__.py
@@ -54,14 +54,14 @@
 }
 
 
-def _do_compare(source_value, compare, target_value):
+def _compare(source_value, compare, target_value):
     compare_handle = _compare_handle_dict.get(compare)
     if compare_handle:
         return compare_handle.compare(source_value, compare, target_value)
     return False
 
 
-def do_assertion(workflow_manage, field_list: List[str], compare: str, value):
+def _assertion(workflow_manage, field_list: List[str], compare: str, value):
     try:
         value = workflow_manage.generate_prompt(value)
     except Exception:
@@ -71,4 +71,12 @@ def do_assertion(workflow_manage, field_list: List[str], compare: str, value):
         field_value = workflow_manage.get_reference_field(field_list[0], field_list[1:])
     except  Exception:
         pass
-    return _do_compare(field_value, compare, value)
+    return _compare(field_value, compare, value)
+
+
+def do_assertion(workflow_manage, condition, condition_list):
+    b = False if condition == 'and' else True
+    for row in condition_list:
+        if _assertion(workflow_manage, row.get('field'), row.get('compare'), row.get('value')) is b:
+            return b
+    return not b
diff --git a/apps/application/flow/step_node/condition_node/impl/base_condition_node.py b/apps/application/flow/step_node/condition_node/impl/base_condition_node.py
index 6e126e27b21..e0da03ace4c 100644
--- a/apps/application/flow/step_node/condition_node/impl/base_condition_node.py
+++ b/apps/application/flow/step_node/condition_node/impl/base_condition_node.py
@@ -31,13 +31,7 @@ def _execute(self, branch_list: List):
                 return branch
 
     def branch_assertion(self, branch):
-        condition_list = [self.assertion(row.get('field'), row.get('compare'), row.get('value')) for row in
-                          branch.get('conditions')]
-        condition = branch.get('condition')
-        return all(condition_list) if condition == 'and' else any(condition_list)
-
-    def assertion(self, field_list: List[str], compare: str, value):
-        return do_assertion(self.workflow_manage, field_list, compare, value)
+        return do_assertion(self.workflow_manage, branch.get('condition'), branch.get('conditions'))
 
     def get_details(self, index: int, **kwargs):
         return {
diff --git a/apps/application/flow/step_node/loop_break_node/impl/base_loop_break_node.py b/apps/application/flow/step_node/loop_break_node/impl/base_loop_break_node.py
index 6e98cfa51ff..0dd15071a37 100644
--- a/apps/application/flow/step_node/loop_break_node/impl/base_loop_break_node.py
+++ b/apps/application/flow/step_node/loop_break_node/impl/base_loop_break_node.py
@@ -26,9 +26,7 @@ def save_context(self, details, workflow_manage):
         self.context['exception_message'] = details.get('err_message')
 
     def execute(self, condition, condition_list, **kwargs) -> NodeResult:
-        r = [self.assertion(row.get('field'), row.get('compare'), row.get('value')) for row in
-             condition_list]
-        is_break = all(r) if condition == 'and' else any(r)
+        is_break = do_assertion(self.workflow_manage, condition, condition_list)
         if is_break:
             self.node_params['is_result'] = True
         self.context['is_break'] = is_break
@@ -36,9 +34,6 @@ def execute(self, condition, condition_list, **kwargs) -> NodeResult:
                           _write_context=_write_context,
                           _is_interrupt=lambda n, v, w: is_break)
 
-    def assertion(self, field_list: List[str], compare: str, value):
-        return do_assertion(self.workflow_manage, field_list, compare, value)
-
     def get_details(self, index: int, **kwargs):
         return {
             'name': self.node.properties.get('stepName'),
diff --git a/apps/application/flow/step_node/loop_continue_node/impl/base_loop_continue_node.py b/apps/application/flow/step_node/loop_continue_node/impl/base_loop_continue_node.py
index 8813cf12507..eb7b6fad144 100644
--- a/apps/application/flow/step_node/loop_continue_node/impl/base_loop_continue_node.py
+++ b/apps/application/flow/step_node/loop_continue_node/impl/base_loop_continue_node.py
@@ -18,17 +18,12 @@ def save_context(self, details, workflow_manage):
         self.context['exception_message'] = details.get('err_message')
 
     def execute(self, condition, condition_list, **kwargs) -> NodeResult:
-        condition_list = [self.assertion(row.get('field'), row.get('compare'), row.get('value')) for row in
-                          condition_list]
-        is_continue = all(condition_list) if condition == 'and' else any(condition_list)
+        is_continue = do_assertion(self.workflow_manage, condition, condition_list)
         self.context['is_continue'] = is_continue
         if is_continue:
             return NodeResult({'is_continue': is_continue, 'branch_id': 'continue'}, {})
         return NodeResult({'is_continue': is_continue}, {})
 
-    def assertion(self, field_list: List[str], compare: str, value):
-        return do_assertion(self.workflow_manage, field_list, compare, value)
-
     def get_details(self, index: int, **kwargs):
         return {
             'name': self.node.properties.get('stepName'),

From ee96680c2988910bb804a0f6c2a98bc63f621845 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8E=8B=E8=89=AF?= <841369634@qq.com>
Date: Tue, 28 Apr 2026 17:57:44 +0800
Subject: [PATCH 03/16] =?UTF-8?q?perf:=20=E5=88=A4=E6=96=AD=E5=99=A8?=
 =?UTF-8?q?=EF=BC=8C=E6=B7=BB=E5=8A=A0=E6=97=A5=E5=BF=97?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 apps/application/flow/compare/__init__.py | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/apps/application/flow/compare/__init__.py b/apps/application/flow/compare/__init__.py
index b2daa117e6a..5d0b062ebda 100644
--- a/apps/application/flow/compare/__init__.py
+++ b/apps/application/flow/compare/__init__.py
@@ -7,6 +7,8 @@
     @desc:
 """
 
+from common.utils.logger import maxkb_logger
+
 from .contain_compare import *
 from .end_with import EndWithCompare
 from .equal_compare import *
@@ -29,7 +31,7 @@
 from .start_with import StartWithCompare
 from .wildcard_compare import WildcardCompare
 
-_compare_handle_dict = {
+_compare_handler_dict = {
     'is_null': IsNullCompare(),
     'is_not_null': IsNotNullCompare(),
     'contain': ContainCompare(),
@@ -55,10 +57,10 @@
 
 
 def _compare(source_value, compare, target_value):
-    compare_handle = _compare_handle_dict.get(compare)
-    if compare_handle:
-        return compare_handle.compare(source_value, compare, target_value)
-    return False
+    compare_handler = _compare_handler_dict.get(compare)
+    if compare_handler is None:
+        raise RuntimeError(f"Unknown compare handler '{compare}'")
+    return compare_handler.compare(source_value, compare, target_value)
 
 
 def _assertion(workflow_manage, field_list: List[str], compare: str, value):

From a41a3799b46431a1e61e83ef7cd9034e27e7c317 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8E=8B=E8=89=AF?= <841369634@qq.com>
Date: Tue, 28 Apr 2026 18:08:51 +0800
Subject: [PATCH 04/16] =?UTF-8?q?=E5=B0=8F=E8=B0=83=E6=95=B4?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 apps/application/flow/compare/__init__.py | 2 --
 1 file changed, 2 deletions(-)

diff --git a/apps/application/flow/compare/__init__.py b/apps/application/flow/compare/__init__.py
index 5d0b062ebda..d3153ccb2cf 100644
--- a/apps/application/flow/compare/__init__.py
+++ b/apps/application/flow/compare/__init__.py
@@ -7,8 +7,6 @@
     @desc:
 """
 
-from common.utils.logger import maxkb_logger
-
 from .contain_compare import *
 from .end_with import EndWithCompare
 from .equal_compare import *

From 71cff93c912f388bf0ae3d521feae41d6c6f0ff9 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8E=8B=E8=89=AF?= <841369634@qq.com>
Date: Tue, 28 Apr 2026 19:18:25 +0800
Subject: [PATCH 05/16] =?UTF-8?q?=E5=B0=8F=E8=B0=83=E6=95=B4?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 apps/application/flow/compare/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/application/flow/compare/__init__.py b/apps/application/flow/compare/__init__.py
index d3153ccb2cf..e5599fc0a63 100644
--- a/apps/application/flow/compare/__init__.py
+++ b/apps/application/flow/compare/__init__.py
@@ -38,8 +38,8 @@
     'not_eq': NotEqualCompare(),
     'ge': GECompare(),
     'gt': GTCompare(),
-    'lt': LTCompare(),
     'le': LECompare(),
+    'lt': LTCompare(),
     'len_eq': LenEqualCompare(),
     'len_ge': LenGECompare(),
     'len_gt': LenGTCompare(),

From 7e357b7fd290bfc1e31e7c8697c0807d5ae99e68 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8E=8B=E8=89=AF?= <841369634@qq.com>
Date: Tue, 28 Apr 2026 20:18:44 +0800
Subject: [PATCH 06/16] clean import

---
 apps/application/flow/compare/compare.py             | 2 --
 apps/application/flow/compare/contain_compare.py     | 2 --
 apps/application/flow/compare/end_with.py            | 2 --
 apps/application/flow/compare/equal_compare.py       | 2 --
 apps/application/flow/compare/ge_compare.py          | 2 --
 apps/application/flow/compare/gt_compare.py          | 2 --
 apps/application/flow/compare/is_not_null_compare.py | 2 --
 apps/application/flow/compare/is_not_true.py         | 2 --
 apps/application/flow/compare/is_null_compare.py     | 2 --
 apps/application/flow/compare/is_true.py             | 2 --
 apps/application/flow/compare/le_compare.py          | 2 --
 apps/application/flow/compare/len_equal_compare.py   | 2 --
 apps/application/flow/compare/len_ge_compare.py      | 2 --
 apps/application/flow/compare/len_gt_compare.py      | 2 --
 apps/application/flow/compare/len_le_compare.py      | 2 --
 apps/application/flow/compare/len_lt_compare.py      | 2 --
 apps/application/flow/compare/lt_compare.py          | 2 --
 apps/application/flow/compare/not_contain_compare.py | 2 --
 apps/application/flow/compare/not_equal_compare.py   | 2 --
 apps/application/flow/compare/regex_compare.py       | 1 -
 apps/application/flow/compare/start_with.py          | 2 --
 apps/application/flow/compare/wildcard_compare.py    | 1 -
 22 files changed, 42 deletions(-)

diff --git a/apps/application/flow/compare/compare.py b/apps/application/flow/compare/compare.py
index c91f076ed46..62eb4a7b910 100644
--- a/apps/application/flow/compare/compare.py
+++ b/apps/application/flow/compare/compare.py
@@ -7,8 +7,6 @@
     @desc:
 """
 from abc import abstractmethod
-from typing import List
-
 
 class Compare:
 
diff --git a/apps/application/flow/compare/contain_compare.py b/apps/application/flow/compare/contain_compare.py
index 7f453965599..a1c9215c4f7 100644
--- a/apps/application/flow/compare/contain_compare.py
+++ b/apps/application/flow/compare/contain_compare.py
@@ -6,8 +6,6 @@
     @date：2024/6/11 10:02
     @desc:
 """
-from typing import List
-
 from application.flow.compare.compare import Compare
 
 
diff --git a/apps/application/flow/compare/end_with.py b/apps/application/flow/compare/end_with.py
index 9157c0beff0..b6ac45e6cb7 100644
--- a/apps/application/flow/compare/end_with.py
+++ b/apps/application/flow/compare/end_with.py
@@ -6,8 +6,6 @@
     @date：2025/10/20 10:37
     @desc:
 """
-from typing import List
-
 from application.flow.compare import Compare
 
 
diff --git a/apps/application/flow/compare/equal_compare.py b/apps/application/flow/compare/equal_compare.py
index 7a879d58149..cb62215ec61 100644
--- a/apps/application/flow/compare/equal_compare.py
+++ b/apps/application/flow/compare/equal_compare.py
@@ -6,8 +6,6 @@
     @date：2024/6/7 14:44
     @desc:
 """
-from typing import List
-
 from application.flow.compare import Compare
 
 
diff --git a/apps/application/flow/compare/ge_compare.py b/apps/application/flow/compare/ge_compare.py
index 75b9574a9c0..8ea93b8c3d7 100644
--- a/apps/application/flow/compare/ge_compare.py
+++ b/apps/application/flow/compare/ge_compare.py
@@ -6,8 +6,6 @@
     @date：2024/6/11 9:52
     @desc: 大于比较器
 """
-from typing import List
-
 from application.flow.compare import Compare
 
 
diff --git a/apps/application/flow/compare/gt_compare.py b/apps/application/flow/compare/gt_compare.py
index 773771b913a..0c280fee941 100644
--- a/apps/application/flow/compare/gt_compare.py
+++ b/apps/application/flow/compare/gt_compare.py
@@ -6,8 +6,6 @@
     @date：2024/6/11 9:52
     @desc: 大于比较器
 """
-from typing import List
-
 from application.flow.compare import Compare
 
 
diff --git a/apps/application/flow/compare/is_not_null_compare.py b/apps/application/flow/compare/is_not_null_compare.py
index 1b5a97f8b20..78bf653e000 100644
--- a/apps/application/flow/compare/is_not_null_compare.py
+++ b/apps/application/flow/compare/is_not_null_compare.py
@@ -6,8 +6,6 @@
     @date：2024/6/28 10:45
     @desc:
 """
-from typing import List
-
 from application.flow.compare import Compare
 
 
diff --git a/apps/application/flow/compare/is_not_true.py b/apps/application/flow/compare/is_not_true.py
index 07eda98a2ee..61a90825c06 100644
--- a/apps/application/flow/compare/is_not_true.py
+++ b/apps/application/flow/compare/is_not_true.py
@@ -6,8 +6,6 @@
     @date：2025/4/7 13:44
     @desc:
 """
-from typing import List
-
 from application.flow.compare import Compare
 
 
diff --git a/apps/application/flow/compare/is_null_compare.py b/apps/application/flow/compare/is_null_compare.py
index d971d08dc7e..1bc11189013 100644
--- a/apps/application/flow/compare/is_null_compare.py
+++ b/apps/application/flow/compare/is_null_compare.py
@@ -6,8 +6,6 @@
     @date：2024/6/28 10:45
     @desc:
 """
-from typing import List
-
 from application.flow.compare import Compare
 
 
diff --git a/apps/application/flow/compare/is_true.py b/apps/application/flow/compare/is_true.py
index 1eee0e1227f..2854bbb2a25 100644
--- a/apps/application/flow/compare/is_true.py
+++ b/apps/application/flow/compare/is_true.py
@@ -6,8 +6,6 @@
     @date：2025/4/7 13:38
     @desc:
 """
-from typing import List
-
 from application.flow.compare import Compare
 
 
diff --git a/apps/application/flow/compare/le_compare.py b/apps/application/flow/compare/le_compare.py
index cf167ea2253..76edeb88006 100644
--- a/apps/application/flow/compare/le_compare.py
+++ b/apps/application/flow/compare/le_compare.py
@@ -6,8 +6,6 @@
     @date：2024/6/11 9:52
     @desc: 小于比较器
 """
-from typing import List
-
 from application.flow.compare import Compare
 
 
diff --git a/apps/application/flow/compare/len_equal_compare.py b/apps/application/flow/compare/len_equal_compare.py
index ea87823d4b0..fad4b13fd7d 100644
--- a/apps/application/flow/compare/len_equal_compare.py
+++ b/apps/application/flow/compare/len_equal_compare.py
@@ -6,8 +6,6 @@
     @date：2024/6/7 14:44
     @desc:
 """
-from typing import List
-
 from application.flow.compare import Compare
 
 
diff --git a/apps/application/flow/compare/len_ge_compare.py b/apps/application/flow/compare/len_ge_compare.py
index cb289eb1499..b6468449303 100644
--- a/apps/application/flow/compare/len_ge_compare.py
+++ b/apps/application/flow/compare/len_ge_compare.py
@@ -6,8 +6,6 @@
     @date：2024/6/11 9:52
     @desc: 大于比较器
 """
-from typing import List
-
 from application.flow.compare import Compare
 
 
diff --git a/apps/application/flow/compare/len_gt_compare.py b/apps/application/flow/compare/len_gt_compare.py
index 78e67173ed4..a732dc397d4 100644
--- a/apps/application/flow/compare/len_gt_compare.py
+++ b/apps/application/flow/compare/len_gt_compare.py
@@ -6,8 +6,6 @@
     @date：2024/6/11 9:52
     @desc: 大于比较器
 """
-from typing import List
-
 from application.flow.compare import Compare
 
 
diff --git a/apps/application/flow/compare/len_le_compare.py b/apps/application/flow/compare/len_le_compare.py
index 3ca856df2d1..8fa0d421c1b 100644
--- a/apps/application/flow/compare/len_le_compare.py
+++ b/apps/application/flow/compare/len_le_compare.py
@@ -6,8 +6,6 @@
     @date：2024/6/11 9:52
     @desc: 小于比较器
 """
-from typing import List
-
 from application.flow.compare import Compare
 
 
diff --git a/apps/application/flow/compare/len_lt_compare.py b/apps/application/flow/compare/len_lt_compare.py
index ae913d7548a..37d973bc357 100644
--- a/apps/application/flow/compare/len_lt_compare.py
+++ b/apps/application/flow/compare/len_lt_compare.py
@@ -6,8 +6,6 @@
     @date：2024/6/11 9:52
     @desc: 小于比较器
 """
-from typing import List
-
 from application.flow.compare import Compare
 
 
diff --git a/apps/application/flow/compare/lt_compare.py b/apps/application/flow/compare/lt_compare.py
index 7c87876835f..706708c6be7 100644
--- a/apps/application/flow/compare/lt_compare.py
+++ b/apps/application/flow/compare/lt_compare.py
@@ -6,8 +6,6 @@
     @date：2024/6/11 9:52
     @desc: 小于比较器
 """
-from typing import List
-
 from application.flow.compare import Compare
 
 
diff --git a/apps/application/flow/compare/not_contain_compare.py b/apps/application/flow/compare/not_contain_compare.py
index 3ddadb88048..b68dfff4ca7 100644
--- a/apps/application/flow/compare/not_contain_compare.py
+++ b/apps/application/flow/compare/not_contain_compare.py
@@ -6,8 +6,6 @@
     @date：2024/6/11 10:02
     @desc:
 """
-from typing import List
-
 from application.flow.compare import Compare
 
 
diff --git a/apps/application/flow/compare/not_equal_compare.py b/apps/application/flow/compare/not_equal_compare.py
index 0118c80e29f..ee53168e2b4 100644
--- a/apps/application/flow/compare/not_equal_compare.py
+++ b/apps/application/flow/compare/not_equal_compare.py
@@ -6,8 +6,6 @@
     @date：2026/3/17 9:41
     @desc:
 """
-from typing import List
-
 from application.flow.compare import Compare
 
 
diff --git a/apps/application/flow/compare/regex_compare.py b/apps/application/flow/compare/regex_compare.py
index 3097b2acea9..d929b3d75e0 100644
--- a/apps/application/flow/compare/regex_compare.py
+++ b/apps/application/flow/compare/regex_compare.py
@@ -7,7 +7,6 @@
     @desc:
 """
 import re
-from typing import List
 
 from application.flow.compare import Compare
 from common.cache.mem_cache import MemCache
diff --git a/apps/application/flow/compare/start_with.py b/apps/application/flow/compare/start_with.py
index ccfc28fcdce..ed03da86977 100644
--- a/apps/application/flow/compare/start_with.py
+++ b/apps/application/flow/compare/start_with.py
@@ -6,8 +6,6 @@
     @date：2025/10/20 10:37
     @desc:
 """
-from typing import List
-
 from application.flow.compare import Compare
 
 
diff --git a/apps/application/flow/compare/wildcard_compare.py b/apps/application/flow/compare/wildcard_compare.py
index 363cb33bf13..700671770ef 100644
--- a/apps/application/flow/compare/wildcard_compare.py
+++ b/apps/application/flow/compare/wildcard_compare.py
@@ -8,7 +8,6 @@
 """
 import fnmatch
 import re
-from typing import List
 
 from application.flow.compare import Compare
 from common.cache.mem_cache import MemCache

From 1eab9c06adfe9ef4bd6e3a43af8d5e372b58c0cd Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8E=8B=E8=89=AF?= <841369634@qq.com>
Date: Wed, 29 Apr 2026 14:33:05 +0800
Subject: [PATCH 07/16] clean import

---
 apps/application/flow/compare/__init__.py     | 30 +++++++++----------
 .../flow/compare/contain_compare.py           |  2 +-
 apps/application/flow/compare/end_with.py     |  2 +-
 .../application/flow/compare/equal_compare.py |  2 +-
 apps/application/flow/compare/ge_compare.py   |  6 ++--
 apps/application/flow/compare/gt_compare.py   |  6 ++--
 .../flow/compare/is_not_null_compare.py       |  2 +-
 apps/application/flow/compare/is_not_true.py  |  4 +--
 .../flow/compare/is_null_compare.py           |  4 +--
 apps/application/flow/compare/is_true.py      |  4 +--
 apps/application/flow/compare/le_compare.py   |  6 ++--
 .../flow/compare/len_equal_compare.py         |  2 +-
 .../flow/compare/len_ge_compare.py            |  4 +--
 .../flow/compare/len_gt_compare.py            |  4 +--
 .../flow/compare/len_le_compare.py            |  4 +--
 .../flow/compare/len_lt_compare.py            |  4 +--
 apps/application/flow/compare/lt_compare.py   |  6 ++--
 .../flow/compare/not_contain_compare.py       |  2 +-
 .../flow/compare/not_equal_compare.py         |  2 +-
 .../application/flow/compare/regex_compare.py |  2 +-
 apps/application/flow/compare/start_with.py   |  2 +-
 .../flow/compare/wildcard_compare.py          |  2 +-
 22 files changed, 51 insertions(+), 51 deletions(-)

diff --git a/apps/application/flow/compare/__init__.py b/apps/application/flow/compare/__init__.py
index e5599fc0a63..e9e6df17195 100644
--- a/apps/application/flow/compare/__init__.py
+++ b/apps/application/flow/compare/__init__.py
@@ -7,24 +7,24 @@
     @desc:
 """
 
-from .contain_compare import *
+from .contain_compare import ContainCompare
 from .end_with import EndWithCompare
-from .equal_compare import *
-from .ge_compare import *
-from .gt_compare import *
-from .is_not_null_compare import *
+from .equal_compare import EqualCompare
+from .ge_compare import GECompare
+from .gt_compare import GTCompare
+from .is_not_null_compare import IsNotNullCompare
 from .is_not_true import IsNotTrueCompare
-from .is_null_compare import *
+from .is_null_compare import IsNullCompare
 from .is_true import IsTrueCompare
-from .le_compare import *
-from .len_equal_compare import *
-from .len_ge_compare import *
-from .len_gt_compare import *
-from .len_le_compare import *
-from .len_lt_compare import *
-from .lt_compare import *
-from .not_contain_compare import *
-from .not_equal_compare import *
+from .le_compare import LECompare
+from .len_equal_compare import LenEqualCompare
+from .len_ge_compare import LenGECompare
+from .len_gt_compare import LenGTCompare
+from .len_le_compare import LenLECompare
+from .len_lt_compare import LenLTCompare
+from .lt_compare import LTCompare
+from .not_contain_compare import NotContainCompare
+from .not_equal_compare import NotEqualCompare
 from .regex_compare import RegexCompare
 from .start_with import StartWithCompare
 from .wildcard_compare import WildcardCompare
diff --git a/apps/application/flow/compare/contain_compare.py b/apps/application/flow/compare/contain_compare.py
index a1c9215c4f7..cd50d543a3a 100644
--- a/apps/application/flow/compare/contain_compare.py
+++ b/apps/application/flow/compare/contain_compare.py
@@ -6,7 +6,7 @@
     @date：2024/6/11 10:02
     @desc:
 """
-from application.flow.compare.compare import Compare
+from .compare import Compare
 
 
 class ContainCompare(Compare):
diff --git a/apps/application/flow/compare/end_with.py b/apps/application/flow/compare/end_with.py
index b6ac45e6cb7..eae7e3a8a15 100644
--- a/apps/application/flow/compare/end_with.py
+++ b/apps/application/flow/compare/end_with.py
@@ -6,7 +6,7 @@
     @date：2025/10/20 10:37
     @desc:
 """
-from application.flow.compare import Compare
+from .compare import Compare
 
 
 class EndWithCompare(Compare):
diff --git a/apps/application/flow/compare/equal_compare.py b/apps/application/flow/compare/equal_compare.py
index cb62215ec61..dad0cffa9fa 100644
--- a/apps/application/flow/compare/equal_compare.py
+++ b/apps/application/flow/compare/equal_compare.py
@@ -6,7 +6,7 @@
     @date：2024/6/7 14:44
     @desc:
 """
-from application.flow.compare import Compare
+from .compare import Compare
 
 
 class EqualCompare(Compare):
diff --git a/apps/application/flow/compare/ge_compare.py b/apps/application/flow/compare/ge_compare.py
index 8ea93b8c3d7..bd85d0c3c52 100644
--- a/apps/application/flow/compare/ge_compare.py
+++ b/apps/application/flow/compare/ge_compare.py
@@ -6,7 +6,7 @@
     @date：2024/6/11 9:52
     @desc: 大于比较器
 """
-from application.flow.compare import Compare
+from .compare import Compare
 
 
 class GECompare(Compare):
@@ -14,9 +14,9 @@ class GECompare(Compare):
     def compare(self, source_value, compare, target_value):
         try:
             return float(source_value) >= float(target_value)
-        except Exception as e:
+        except Exception:
             try:
                 return str(source_value) >= str(target_value)
-            except Exception as _:
+            except Exception:
                 pass
             return False
diff --git a/apps/application/flow/compare/gt_compare.py b/apps/application/flow/compare/gt_compare.py
index 0c280fee941..c83a1e765e0 100644
--- a/apps/application/flow/compare/gt_compare.py
+++ b/apps/application/flow/compare/gt_compare.py
@@ -6,7 +6,7 @@
     @date：2024/6/11 9:52
     @desc: 大于比较器
 """
-from application.flow.compare import Compare
+from .compare import Compare
 
 
 class GTCompare(Compare):
@@ -14,9 +14,9 @@ class GTCompare(Compare):
     def compare(self, source_value, compare, target_value):
         try:
             return float(source_value) > float(target_value)
-        except Exception as e:
+        except Exception:
             try:
                 return str(source_value) > str(target_value)
-            except Exception as _:
+            except Exception:
                 pass
             return False
diff --git a/apps/application/flow/compare/is_not_null_compare.py b/apps/application/flow/compare/is_not_null_compare.py
index 78bf653e000..37fd4a72ea4 100644
--- a/apps/application/flow/compare/is_not_null_compare.py
+++ b/apps/application/flow/compare/is_not_null_compare.py
@@ -6,7 +6,7 @@
     @date：2024/6/28 10:45
     @desc:
 """
-from application.flow.compare import Compare
+from .compare import Compare
 
 
 class IsNotNullCompare(Compare):
diff --git a/apps/application/flow/compare/is_not_true.py b/apps/application/flow/compare/is_not_true.py
index 61a90825c06..fabeec2cc41 100644
--- a/apps/application/flow/compare/is_not_true.py
+++ b/apps/application/flow/compare/is_not_true.py
@@ -6,7 +6,7 @@
     @date：2025/4/7 13:44
     @desc:
 """
-from application.flow.compare import Compare
+from .compare import Compare
 
 
 class IsNotTrueCompare(Compare):
@@ -14,5 +14,5 @@ class IsNotTrueCompare(Compare):
     def compare(self, source_value, compare, target_value):
         try:
             return source_value is False
-        except Exception as e:
+        except Exception:
             return False
diff --git a/apps/application/flow/compare/is_null_compare.py b/apps/application/flow/compare/is_null_compare.py
index 1bc11189013..240403ea605 100644
--- a/apps/application/flow/compare/is_null_compare.py
+++ b/apps/application/flow/compare/is_null_compare.py
@@ -6,7 +6,7 @@
     @date：2024/6/28 10:45
     @desc:
 """
-from application.flow.compare import Compare
+from .compare import Compare
 
 
 class IsNullCompare(Compare):
@@ -14,5 +14,5 @@ class IsNullCompare(Compare):
     def compare(self, source_value, compare, target_value):
         try:
             return source_value is None or len(source_value) == 0
-        except Exception as e:
+        except Exception:
             return False
diff --git a/apps/application/flow/compare/is_true.py b/apps/application/flow/compare/is_true.py
index 2854bbb2a25..8cb4a45a2a5 100644
--- a/apps/application/flow/compare/is_true.py
+++ b/apps/application/flow/compare/is_true.py
@@ -6,7 +6,7 @@
     @date：2025/4/7 13:38
     @desc:
 """
-from application.flow.compare import Compare
+from .compare import Compare
 
 
 class IsTrueCompare(Compare):
@@ -14,5 +14,5 @@ class IsTrueCompare(Compare):
     def compare(self, source_value, compare, target_value):
         try:
             return source_value is True
-        except Exception as e:
+        except Exception:
             return False
diff --git a/apps/application/flow/compare/le_compare.py b/apps/application/flow/compare/le_compare.py
index 76edeb88006..8b115d84b33 100644
--- a/apps/application/flow/compare/le_compare.py
+++ b/apps/application/flow/compare/le_compare.py
@@ -6,7 +6,7 @@
     @date：2024/6/11 9:52
     @desc: 小于比较器
 """
-from application.flow.compare import Compare
+from .compare import Compare
 
 
 class LECompare(Compare):
@@ -14,9 +14,9 @@ class LECompare(Compare):
     def compare(self, source_value, compare, target_value):
         try:
             return float(source_value) <= float(target_value)
-        except Exception as e:
+        except Exception:
             try:
                 return str(source_value) <= str(target_value)
-            except Exception as _:
+            except Exception:
                 pass
             return False
diff --git a/apps/application/flow/compare/len_equal_compare.py b/apps/application/flow/compare/len_equal_compare.py
index fad4b13fd7d..98a5314a292 100644
--- a/apps/application/flow/compare/len_equal_compare.py
+++ b/apps/application/flow/compare/len_equal_compare.py
@@ -6,7 +6,7 @@
     @date：2024/6/7 14:44
     @desc:
 """
-from application.flow.compare import Compare
+from .compare import Compare
 
 
 class LenEqualCompare(Compare):
diff --git a/apps/application/flow/compare/len_ge_compare.py b/apps/application/flow/compare/len_ge_compare.py
index b6468449303..06dd566cf24 100644
--- a/apps/application/flow/compare/len_ge_compare.py
+++ b/apps/application/flow/compare/len_ge_compare.py
@@ -6,7 +6,7 @@
     @date：2024/6/11 9:52
     @desc: 大于比较器
 """
-from application.flow.compare import Compare
+from .compare import Compare
 
 
 class LenGECompare(Compare):
@@ -14,5 +14,5 @@ class LenGECompare(Compare):
     def compare(self, source_value, compare, target_value):
         try:
             return len(source_value) >= int(target_value)
-        except Exception as e:
+        except Exception:
             return False
diff --git a/apps/application/flow/compare/len_gt_compare.py b/apps/application/flow/compare/len_gt_compare.py
index a732dc397d4..fae2668e0ba 100644
--- a/apps/application/flow/compare/len_gt_compare.py
+++ b/apps/application/flow/compare/len_gt_compare.py
@@ -6,7 +6,7 @@
     @date：2024/6/11 9:52
     @desc: 大于比较器
 """
-from application.flow.compare import Compare
+from .compare import Compare
 
 
 class LenGTCompare(Compare):
@@ -14,5 +14,5 @@ class LenGTCompare(Compare):
     def compare(self, source_value, compare, target_value):
         try:
             return len(source_value) > int(target_value)
-        except Exception as e:
+        except Exception:
             return False
diff --git a/apps/application/flow/compare/len_le_compare.py b/apps/application/flow/compare/len_le_compare.py
index 8fa0d421c1b..41b9ee9f709 100644
--- a/apps/application/flow/compare/len_le_compare.py
+++ b/apps/application/flow/compare/len_le_compare.py
@@ -6,7 +6,7 @@
     @date：2024/6/11 9:52
     @desc: 小于比较器
 """
-from application.flow.compare import Compare
+from .compare import Compare
 
 
 class LenLECompare(Compare):
@@ -14,5 +14,5 @@ class LenLECompare(Compare):
     def compare(self, source_value, compare, target_value):
         try:
             return len(source_value) <= int(target_value)
-        except Exception as e:
+        except Exception:
             return False
diff --git a/apps/application/flow/compare/len_lt_compare.py b/apps/application/flow/compare/len_lt_compare.py
index 37d973bc357..4a9b11654ca 100644
--- a/apps/application/flow/compare/len_lt_compare.py
+++ b/apps/application/flow/compare/len_lt_compare.py
@@ -6,7 +6,7 @@
     @date：2024/6/11 9:52
     @desc: 小于比较器
 """
-from application.flow.compare import Compare
+from .compare import Compare
 
 
 class LenLTCompare(Compare):
@@ -14,5 +14,5 @@ class LenLTCompare(Compare):
     def compare(self, source_value, compare, target_value):
         try:
             return len(source_value) < int(target_value)
-        except Exception as e:
+        except Exception:
             return False
diff --git a/apps/application/flow/compare/lt_compare.py b/apps/application/flow/compare/lt_compare.py
index 706708c6be7..6720af7f17a 100644
--- a/apps/application/flow/compare/lt_compare.py
+++ b/apps/application/flow/compare/lt_compare.py
@@ -6,7 +6,7 @@
     @date：2024/6/11 9:52
     @desc: 小于比较器
 """
-from application.flow.compare import Compare
+from .compare import Compare
 
 
 class LTCompare(Compare):
@@ -14,9 +14,9 @@ class LTCompare(Compare):
     def compare(self, source_value, compare, target_value):
         try:
             return float(source_value) < float(target_value)
-        except Exception as e:
+        except Exception:
             try:
                 return str(source_value) < str(target_value)
-            except Exception as _:
+            except Exception:
                 pass
             return False
diff --git a/apps/application/flow/compare/not_contain_compare.py b/apps/application/flow/compare/not_contain_compare.py
index b68dfff4ca7..99194e70364 100644
--- a/apps/application/flow/compare/not_contain_compare.py
+++ b/apps/application/flow/compare/not_contain_compare.py
@@ -6,7 +6,7 @@
     @date：2024/6/11 10:02
     @desc:
 """
-from application.flow.compare import Compare
+from .compare import Compare
 
 
 class NotContainCompare(Compare):
diff --git a/apps/application/flow/compare/not_equal_compare.py b/apps/application/flow/compare/not_equal_compare.py
index ee53168e2b4..f53057ebfa9 100644
--- a/apps/application/flow/compare/not_equal_compare.py
+++ b/apps/application/flow/compare/not_equal_compare.py
@@ -6,7 +6,7 @@
     @date：2026/3/17 9:41
     @desc:
 """
-from application.flow.compare import Compare
+from .compare import Compare
 
 
 class NotEqualCompare(Compare):
diff --git a/apps/application/flow/compare/regex_compare.py b/apps/application/flow/compare/regex_compare.py
index d929b3d75e0..eeb76a5256e 100644
--- a/apps/application/flow/compare/regex_compare.py
+++ b/apps/application/flow/compare/regex_compare.py
@@ -8,7 +8,7 @@
 """
 import re
 
-from application.flow.compare import Compare
+from .compare import Compare
 from common.cache.mem_cache import MemCache
 
 
diff --git a/apps/application/flow/compare/start_with.py b/apps/application/flow/compare/start_with.py
index ed03da86977..054ea9bd6cb 100644
--- a/apps/application/flow/compare/start_with.py
+++ b/apps/application/flow/compare/start_with.py
@@ -6,7 +6,7 @@
     @date：2025/10/20 10:37
     @desc:
 """
-from application.flow.compare import Compare
+from .compare import Compare
 
 
 class StartWithCompare(Compare):
diff --git a/apps/application/flow/compare/wildcard_compare.py b/apps/application/flow/compare/wildcard_compare.py
index 700671770ef..43c903a9360 100644
--- a/apps/application/flow/compare/wildcard_compare.py
+++ b/apps/application/flow/compare/wildcard_compare.py
@@ -9,7 +9,7 @@
 import fnmatch
 import re
 
-from application.flow.compare import Compare
+from .compare import Compare
 from common.cache.mem_cache import MemCache
 
 

From 96cde90b9f434de3f381e455c1148b2380f8468e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8E=8B=E8=89=AF?= <841369634@qq.com>
Date: Wed, 29 Apr 2026 14:33:15 +0800
Subject: [PATCH 08/16] clean import

---
 .../flow/step_node/loop_break_node/impl/base_loop_break_node.py | 2 +-
 .../loop_continue_node/impl/base_loop_continue_node.py          | 2 --
 2 files changed, 1 insertion(+), 3 deletions(-)

diff --git a/apps/application/flow/step_node/loop_break_node/impl/base_loop_break_node.py b/apps/application/flow/step_node/loop_break_node/impl/base_loop_break_node.py
index 0dd15071a37..f82289729da 100644
--- a/apps/application/flow/step_node/loop_break_node/impl/base_loop_break_node.py
+++ b/apps/application/flow/step_node/loop_break_node/impl/base_loop_break_node.py
@@ -7,7 +7,7 @@
     @desc:
 """
 import time
-from typing import List, Dict
+from typing import Dict
 
 from application.flow.compare import do_assertion
 from application.flow.i_step_node import NodeResult
diff --git a/apps/application/flow/step_node/loop_continue_node/impl/base_loop_continue_node.py b/apps/application/flow/step_node/loop_continue_node/impl/base_loop_continue_node.py
index eb7b6fad144..3c0393217c5 100644
--- a/apps/application/flow/step_node/loop_continue_node/impl/base_loop_continue_node.py
+++ b/apps/application/flow/step_node/loop_continue_node/impl/base_loop_continue_node.py
@@ -6,8 +6,6 @@
     @date：2025/9/15 12:13
     @desc:
 """
-from typing import List
-
 from application.flow.compare import do_assertion
 from application.flow.i_step_node import NodeResult
 from application.flow.step_node.loop_continue_node.i_loop_continue_node import ILoopContinueNode

From eefae5497b8559c0c5aceebdf63e7c1be347d9bb Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8E=8B=E8=89=AF?= <841369634@qq.com>
Date: Wed, 29 Apr 2026 14:44:04 +0800
Subject: [PATCH 09/16] add import

---
 apps/application/flow/compare/__init__.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/apps/application/flow/compare/__init__.py b/apps/application/flow/compare/__init__.py
index e9e6df17195..ce0c430e1ad 100644
--- a/apps/application/flow/compare/__init__.py
+++ b/apps/application/flow/compare/__init__.py
@@ -6,6 +6,7 @@
     @date：2024/6/7 14:43
     @desc:
 """
+from typing import List
 
 from .contain_compare import ContainCompare
 from .end_with import EndWithCompare

From a743744dc51bc8e5373cbcd302444d9334df088c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8E=8B=E8=89=AF?= <841369634@qq.com>
Date: Wed, 29 Apr 2026 14:48:36 +0800
Subject: [PATCH 10/16] feat: support `len_not_eq` comparison

---
 apps/application/flow/compare/__init__.py     |  2 ++
 apps/application/flow/compare/is_not_true.py  |  5 +----
 .../flow/compare/len_equal_compare.py         | 17 ++++++++++++---
 .../flow/compare/len_not_equal_compare.py     | 21 +++++++++++++++++++
 .../flow/compare/not_contain_compare.py       | 17 +++++----------
 ui/src/locales/lang/en-US/workflow.ts         |  1 +
 ui/src/locales/lang/zh-CN/workflow.ts         |  1 +
 ui/src/locales/lang/zh-Hant/workflow.ts       |  1 +
 ui/src/workflow/common/data.ts                |  1 +
 9 files changed, 47 insertions(+), 19 deletions(-)
 create mode 100644 apps/application/flow/compare/len_not_equal_compare.py

diff --git a/apps/application/flow/compare/__init__.py b/apps/application/flow/compare/__init__.py
index ce0c430e1ad..329b3e80286 100644
--- a/apps/application/flow/compare/__init__.py
+++ b/apps/application/flow/compare/__init__.py
@@ -23,6 +23,7 @@
 from .len_gt_compare import LenGTCompare
 from .len_le_compare import LenLECompare
 from .len_lt_compare import LenLTCompare
+from .len_not_equal_compare import LenNotEqualCompare
 from .lt_compare import LTCompare
 from .not_contain_compare import NotContainCompare
 from .not_equal_compare import NotEqualCompare
@@ -42,6 +43,7 @@
     'le': LECompare(),
     'lt': LTCompare(),
     'len_eq': LenEqualCompare(),
+    'len_not_eq': LenNotEqualCompare(),
     'len_ge': LenGECompare(),
     'len_gt': LenGTCompare(),
     'len_le': LenLECompare(),
diff --git a/apps/application/flow/compare/is_not_true.py b/apps/application/flow/compare/is_not_true.py
index fabeec2cc41..43a42bbc726 100644
--- a/apps/application/flow/compare/is_not_true.py
+++ b/apps/application/flow/compare/is_not_true.py
@@ -12,7 +12,4 @@
 class IsNotTrueCompare(Compare):
 
     def compare(self, source_value, compare, target_value):
-        try:
-            return source_value is False
-        except Exception:
-            return False
+        return source_value is False
diff --git a/apps/application/flow/compare/len_equal_compare.py b/apps/application/flow/compare/len_equal_compare.py
index 98a5314a292..f73cf5467ba 100644
--- a/apps/application/flow/compare/len_equal_compare.py
+++ b/apps/application/flow/compare/len_equal_compare.py
@@ -4,7 +4,7 @@
     @Author：虎
     @file： equal_compare.py
     @date：2024/6/7 14:44
-    @desc:
+    @desc: 长度相等比较器
 """
 from .compare import Compare
 
@@ -12,7 +12,18 @@
 class LenEqualCompare(Compare):
 
     def compare(self, source_value, compare, target_value):
+        # 获取target_value的长度
         try:
-            return len(source_value) == int(target_value)
-        except Exception as e:
+            target_length = int(target_value)
+        except Exception:
             return False
+
+        # 获取source_value的长度
+        try:
+            source_length = 0 if source_value is None else len(source_value)
+        except Exception:
+            # 可计算数字长度
+            source_length = len(str(source_value))
+
+        # 长度等于比较
+        return source_length == target_length
diff --git a/apps/application/flow/compare/len_not_equal_compare.py b/apps/application/flow/compare/len_not_equal_compare.py
new file mode 100644
index 00000000000..0c42cca1fa5
--- /dev/null
+++ b/apps/application/flow/compare/len_not_equal_compare.py
@@ -0,0 +1,21 @@
+# coding=utf-8
+"""
+    @project: maxkb
+    @Author：wangliang181230
+    @file： equal_compare.py
+    @date：2026/4/28 20:17
+    @desc: 长度不等于比较器
+"""
+from .compare import Compare
+from .len_equal_compare import LenEqualCompare
+
+
+# 长度相等比较器
+lenEqualCompare = LenEqualCompare()
+
+
+class LenNotEqualCompare(Compare):
+
+    def compare(self, source_value, compare, target_value):
+        # 长度不等于比较
+        return not lenEqualCompare.compare(source_value, compare, target_value)
diff --git a/apps/application/flow/compare/not_contain_compare.py b/apps/application/flow/compare/not_contain_compare.py
index 99194e70364..c0f98fd3a01 100644
--- a/apps/application/flow/compare/not_contain_compare.py
+++ b/apps/application/flow/compare/not_contain_compare.py
@@ -4,22 +4,15 @@
     @Author：虎
     @file： contain_compare.py
     @date：2024/6/11 10:02
-    @desc:
+    @desc: 不包含比较器
 """
 from .compare import Compare
+from .contain_compare import ContainCompare
 
+# 包含比较器
+containCompare = ContainCompare()
 
 class NotContainCompare(Compare):
 
     def compare(self, source_value, compare, target_value):
-        target_value = str(target_value)
-
-        if isinstance(source_value, str):
-            return target_value not in source_value
-        elif isinstance(source_value, list):
-            for item in source_value:
-                if str(item) == target_value:
-                    return False
-            return True
-        else:
-            return target_value not in str(source_value)
+        return not containCompare.compare(source_value, compare, target_value)
diff --git a/ui/src/locales/lang/en-US/workflow.ts b/ui/src/locales/lang/en-US/workflow.ts
index beb02772c5a..25d34b92ad2 100644
--- a/ui/src/locales/lang/en-US/workflow.ts
+++ b/ui/src/locales/lang/en-US/workflow.ts
@@ -534,6 +534,7 @@ You are a master of problem optimization, adept at accurately inferring user int
     le: 'Less than or equal to',
     lt: 'Less than',
     len_eq: 'Length equal to',
+    len_not_eq: 'Length not equal to',
     len_ge: 'Length greater than or equal to',
     len_gt: 'Length greater than',
     len_le: 'Length less than or equal to',
diff --git a/ui/src/locales/lang/zh-CN/workflow.ts b/ui/src/locales/lang/zh-CN/workflow.ts
index 6ed79e52fc9..b68c09f9ee3 100644
--- a/ui/src/locales/lang/zh-CN/workflow.ts
+++ b/ui/src/locales/lang/zh-CN/workflow.ts
@@ -525,6 +525,7 @@ export default {
     le: '小于等于',
     lt: '小于',
     len_eq: '长度等于',
+    len_not_eq: '长度不等于',
     len_ge: '长度大于等于',
     len_gt: '长度大于',
     len_le: '长度小于等于',
diff --git a/ui/src/locales/lang/zh-Hant/workflow.ts b/ui/src/locales/lang/zh-Hant/workflow.ts
index 0513ea1c0e4..10a443aabaf 100644
--- a/ui/src/locales/lang/zh-Hant/workflow.ts
+++ b/ui/src/locales/lang/zh-Hant/workflow.ts
@@ -519,6 +519,7 @@ export default {
     le: '小於等於',
     lt: '小於',
     len_eq: '長度等於',
+    len_not_eq: '長度不等於',
     len_ge: '長度大於等於',
     len_gt: '長度大於',
     len_le: '長度小於等於',
diff --git a/ui/src/workflow/common/data.ts b/ui/src/workflow/common/data.ts
index a726ae9ed5a..d1eaa637675 100644
--- a/ui/src/workflow/common/data.ts
+++ b/ui/src/workflow/common/data.ts
@@ -1127,6 +1127,7 @@ export const compareList = [
   {value: 'le', label: t('workflow.compare.le')},
   {value: 'lt', label: t('workflow.compare.lt')},
   {value: 'len_eq', label: t('workflow.compare.len_eq')},
+  {value: 'len_not_eq', label: t('workflow.compare.len_not_eq')},
   {value: 'len_ge', label: t('workflow.compare.len_ge')},
   {value: 'len_gt', label: t('workflow.compare.len_gt')},
   {value: 'len_le', label: t('workflow.compare.len_le')},

From 0eb250bf5255a7b81c18bf57191c0d35526ceb2f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8E=8B=E8=89=AF?= <841369634@qq.com>
Date: Wed, 29 Apr 2026 16:40:27 +0800
Subject: [PATCH 11/16] revert

---
 .../flow/compare/len_not_equal_compare.py     | 20 +++++++++++++------
 .../flow/compare/not_contain_compare.py       | 17 +++++++++++-----
 2 files changed, 26 insertions(+), 11 deletions(-)

diff --git a/apps/application/flow/compare/len_not_equal_compare.py b/apps/application/flow/compare/len_not_equal_compare.py
index 0c42cca1fa5..78dfe486937 100644
--- a/apps/application/flow/compare/len_not_equal_compare.py
+++ b/apps/application/flow/compare/len_not_equal_compare.py
@@ -7,15 +7,23 @@
     @desc: 长度不等于比较器
 """
 from .compare import Compare
-from .len_equal_compare import LenEqualCompare
-
-
-# 长度相等比较器
-lenEqualCompare = LenEqualCompare()
 
 
 class LenNotEqualCompare(Compare):
 
     def compare(self, source_value, compare, target_value):
+        # 获取target_value的长度
+        try:
+            target_length = int(target_value)
+        except Exception:
+            return False
+
+        # 获取source_value的长度
+        try:
+            source_length = 0 if source_value is None else len(source_value)
+        except Exception:
+            # 可计算数字长度
+            source_length = len(str(source_value))
+
         # 长度不等于比较
-        return not lenEqualCompare.compare(source_value, compare, target_value)
+        return source_length != target_length
diff --git a/apps/application/flow/compare/not_contain_compare.py b/apps/application/flow/compare/not_contain_compare.py
index c0f98fd3a01..99194e70364 100644
--- a/apps/application/flow/compare/not_contain_compare.py
+++ b/apps/application/flow/compare/not_contain_compare.py
@@ -4,15 +4,22 @@
     @Author：虎
     @file： contain_compare.py
     @date：2024/6/11 10:02
-    @desc: 不包含比较器
+    @desc:
 """
 from .compare import Compare
-from .contain_compare import ContainCompare
 
-# 包含比较器
-containCompare = ContainCompare()
 
 class NotContainCompare(Compare):
 
     def compare(self, source_value, compare, target_value):
-        return not containCompare.compare(source_value, compare, target_value)
+        target_value = str(target_value)
+
+        if isinstance(source_value, str):
+            return target_value not in source_value
+        elif isinstance(source_value, list):
+            for item in source_value:
+                if str(item) == target_value:
+                    return False
+            return True
+        else:
+            return target_value not in str(source_value)

From a5fb34b283e2dca5862bd4ee51ed1f74d0fdeedb Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8E=8B=E8=89=AF?= <841369634@qq.com>
Date: Wed, 29 Apr 2026 21:02:00 +0800
Subject: [PATCH 12/16] =?UTF-8?q?=E4=BC=98=E5=8C=96=E6=89=80=E6=9C=89?=
 =?UTF-8?q?=E9=95=BF=E5=BA=A6=E6=AF=94=E8=BE=83=E5=99=A8=EF=BC=8C=E6=94=AF?=
 =?UTF-8?q?=E6=8C=81=E6=AF=94=E8=BE=83=E6=95=B0=E5=AD=97=E7=9A=84=E9=95=BF?=
 =?UTF-8?q?=E5=BA=A6?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 apps/application/flow/compare/len_ge_compare.py | 13 ++++++++++++-
 apps/application/flow/compare/len_gt_compare.py | 13 ++++++++++++-
 apps/application/flow/compare/len_le_compare.py | 13 ++++++++++++-
 apps/application/flow/compare/len_lt_compare.py | 13 ++++++++++++-
 4 files changed, 48 insertions(+), 4 deletions(-)

diff --git a/apps/application/flow/compare/len_ge_compare.py b/apps/application/flow/compare/len_ge_compare.py
index 06dd566cf24..a5ea0fe9735 100644
--- a/apps/application/flow/compare/len_ge_compare.py
+++ b/apps/application/flow/compare/len_ge_compare.py
@@ -12,7 +12,18 @@
 class LenGECompare(Compare):
 
     def compare(self, source_value, compare, target_value):
+        # 获取target_value的长度
         try:
-            return len(source_value) >= int(target_value)
+            target_length = int(target_value)
         except Exception:
             return False
+
+        # 获取source_value的长度
+        try:
+            source_length = 0 if source_value is None else len(source_value)
+        except Exception:
+            # 可计算数字长度
+            source_length = len(str(source_value))
+
+        # 长度大于等于比较
+        return source_length >= target_length
diff --git a/apps/application/flow/compare/len_gt_compare.py b/apps/application/flow/compare/len_gt_compare.py
index fae2668e0ba..170a03ac741 100644
--- a/apps/application/flow/compare/len_gt_compare.py
+++ b/apps/application/flow/compare/len_gt_compare.py
@@ -12,7 +12,18 @@
 class LenGTCompare(Compare):
 
     def compare(self, source_value, compare, target_value):
+        # 获取target_value的长度
         try:
-            return len(source_value) > int(target_value)
+            target_length = int(target_value)
         except Exception:
             return False
+
+        # 获取source_value的长度
+        try:
+            source_length = 0 if source_value is None else len(source_value)
+        except Exception:
+            # 可计算数字长度
+            source_length = len(str(source_value))
+
+        # 长度大于比较
+        return source_length > target_length
diff --git a/apps/application/flow/compare/len_le_compare.py b/apps/application/flow/compare/len_le_compare.py
index 41b9ee9f709..61920c7d1ca 100644
--- a/apps/application/flow/compare/len_le_compare.py
+++ b/apps/application/flow/compare/len_le_compare.py
@@ -12,7 +12,18 @@
 class LenLECompare(Compare):
 
     def compare(self, source_value, compare, target_value):
+        # 获取target_value的长度
         try:
-            return len(source_value) <= int(target_value)
+            target_length = int(target_value)
         except Exception:
             return False
+
+        # 获取source_value的长度
+        try:
+            source_length = 0 if source_value is None else len(source_value)
+        except Exception:
+            # 可计算数字长度
+            source_length = len(str(source_value))
+
+        # 长度小于等于比较
+        return source_length <= target_length
diff --git a/apps/application/flow/compare/len_lt_compare.py b/apps/application/flow/compare/len_lt_compare.py
index 4a9b11654ca..e6248161e3f 100644
--- a/apps/application/flow/compare/len_lt_compare.py
+++ b/apps/application/flow/compare/len_lt_compare.py
@@ -12,7 +12,18 @@
 class LenLTCompare(Compare):
 
     def compare(self, source_value, compare, target_value):
+        # 获取target_value的长度
         try:
-            return len(source_value) < int(target_value)
+            target_length = int(target_value)
         except Exception:
             return False
+
+        # 获取source_value的长度
+        try:
+            source_length = 0 if source_value is None else len(source_value)
+        except Exception:
+            # 可计算数字长度
+            source_length = len(str(source_value))
+
+        # 长度小于比较
+        return source_length < target_length

From 4f675b50f2662e6929f43ced605cc9bd22a886e4 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8E=8B=E8=89=AF?= <841369634@qq.com>
Date: Thu, 30 Apr 2026 09:48:04 +0800
Subject: [PATCH 13/16] =?UTF-8?q?=E5=A4=8D=E7=94=A8=E4=BB=A3=E7=A0=81?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../flow/compare/len_equal_compare.py         | 45 +++++++++++++------
 .../flow/compare/len_ge_compare.py            | 20 +++------
 .../flow/compare/len_gt_compare.py            | 20 +++------
 .../flow/compare/len_le_compare.py            | 20 +++------
 .../flow/compare/len_lt_compare.py            | 20 +++------
 .../flow/compare/len_not_equal_compare.py     | 18 +++-----
 6 files changed, 66 insertions(+), 77 deletions(-)

diff --git a/apps/application/flow/compare/len_equal_compare.py b/apps/application/flow/compare/len_equal_compare.py
index f73cf5467ba..5ce2d29f92b 100644
--- a/apps/application/flow/compare/len_equal_compare.py
+++ b/apps/application/flow/compare/len_equal_compare.py
@@ -4,26 +4,45 @@
     @Author：虎
     @file： equal_compare.py
     @date：2024/6/7 14:44
-    @desc: 长度相等比较器
+    @desc: 长度等于比较器
 """
 from .compare import Compare
 
 
+def computeLength(source_value, target_value) -> list:
+    """
+    计算长度
+
+    Args:
+        source_value: 引用变量
+        target_value: 目标长度字符串
+
+    Raises:
+        ValueError: 当 target_value 不是数字 或 小于0时，抛出该异常
+    """
+    # 获取target_value的长度
+    target_length = int(target_value) if target_value else 0
+    if target_length < 0:
+        raise ValueError("The target length must be greater than or equal to 0.")
+
+    # 获取source_value的长度
+    try:
+        source_length = len(source_value) if source_value is not None else 0
+    except Exception:
+        # 可计算数字长度
+        source_length = len(str(source_value))
+
+    return [source_length, target_length]
+
+
 class LenEqualCompare(Compare):
 
     def compare(self, source_value, compare, target_value):
-        # 获取target_value的长度
         try:
-            target_length = int(target_value)
-        except Exception:
-            return False
+            # 计算长度
+            source_length, target_length = computeLength(source_value, target_value)
 
-        # 获取source_value的长度
-        try:
-            source_length = 0 if source_value is None else len(source_value)
+            # 长度等于 比较
+            return source_length == target_length
         except Exception:
-            # 可计算数字长度
-            source_length = len(str(source_value))
-
-        # 长度等于比较
-        return source_length == target_length
+            return False
diff --git a/apps/application/flow/compare/len_ge_compare.py b/apps/application/flow/compare/len_ge_compare.py
index a5ea0fe9735..e364a0e8d44 100644
--- a/apps/application/flow/compare/len_ge_compare.py
+++ b/apps/application/flow/compare/len_ge_compare.py
@@ -4,26 +4,20 @@
     @Author：虎
     @file： lt_compare.py
     @date：2024/6/11 9:52
-    @desc: 大于比较器
+    @desc: 长度大于等于比较器
 """
 from .compare import Compare
+from .len_equal_compare import computeLength
 
 
 class LenGECompare(Compare):
 
     def compare(self, source_value, compare, target_value):
-        # 获取target_value的长度
         try:
-            target_length = int(target_value)
-        except Exception:
-            return False
+            # 计算长度
+            source_length, target_length = computeLength(source_value, target_value)
 
-        # 获取source_value的长度
-        try:
-            source_length = 0 if source_value is None else len(source_value)
+            # 长度大于等于 比较
+            return source_length >= target_length
         except Exception:
-            # 可计算数字长度
-            source_length = len(str(source_value))
-
-        # 长度大于等于比较
-        return source_length >= target_length
+            return False
diff --git a/apps/application/flow/compare/len_gt_compare.py b/apps/application/flow/compare/len_gt_compare.py
index 170a03ac741..849e5177660 100644
--- a/apps/application/flow/compare/len_gt_compare.py
+++ b/apps/application/flow/compare/len_gt_compare.py
@@ -4,26 +4,20 @@
     @Author：虎
     @file： lt_compare.py
     @date：2024/6/11 9:52
-    @desc: 大于比较器
+    @desc: 长度大于比较器
 """
 from .compare import Compare
+from .len_equal_compare import computeLength
 
 
 class LenGTCompare(Compare):
 
     def compare(self, source_value, compare, target_value):
-        # 获取target_value的长度
         try:
-            target_length = int(target_value)
-        except Exception:
-            return False
+            # 计算长度
+            source_length, target_length = computeLength(source_value, target_value)
 
-        # 获取source_value的长度
-        try:
-            source_length = 0 if source_value is None else len(source_value)
+            # 长度大于 比较
+            return source_length > target_length
         except Exception:
-            # 可计算数字长度
-            source_length = len(str(source_value))
-
-        # 长度大于比较
-        return source_length > target_length
+            return False
diff --git a/apps/application/flow/compare/len_le_compare.py b/apps/application/flow/compare/len_le_compare.py
index 61920c7d1ca..6875ac1ca14 100644
--- a/apps/application/flow/compare/len_le_compare.py
+++ b/apps/application/flow/compare/len_le_compare.py
@@ -4,26 +4,20 @@
     @Author：虎
     @file： lt_compare.py
     @date：2024/6/11 9:52
-    @desc: 小于比较器
+    @desc: 长度小于等于比较器
 """
 from .compare import Compare
+from .len_equal_compare import computeLength
 
 
 class LenLECompare(Compare):
 
     def compare(self, source_value, compare, target_value):
-        # 获取target_value的长度
         try:
-            target_length = int(target_value)
-        except Exception:
-            return False
+            # 计算长度
+            source_length, target_length = computeLength(source_value, target_value)
 
-        # 获取source_value的长度
-        try:
-            source_length = 0 if source_value is None else len(source_value)
+            # 长度小于等于 比较
+            return source_length <= target_length
         except Exception:
-            # 可计算数字长度
-            source_length = len(str(source_value))
-
-        # 长度小于等于比较
-        return source_length <= target_length
+            return False
diff --git a/apps/application/flow/compare/len_lt_compare.py b/apps/application/flow/compare/len_lt_compare.py
index e6248161e3f..c47c06eea3e 100644
--- a/apps/application/flow/compare/len_lt_compare.py
+++ b/apps/application/flow/compare/len_lt_compare.py
@@ -4,26 +4,20 @@
     @Author：虎
     @file： lt_compare.py
     @date：2024/6/11 9:52
-    @desc: 小于比较器
+    @desc: 长度小于比较器
 """
 from .compare import Compare
+from .len_equal_compare import computeLength
 
 
 class LenLTCompare(Compare):
 
     def compare(self, source_value, compare, target_value):
-        # 获取target_value的长度
         try:
-            target_length = int(target_value)
-        except Exception:
-            return False
+            # 计算长度
+            source_length, target_length = computeLength(source_value, target_value)
 
-        # 获取source_value的长度
-        try:
-            source_length = 0 if source_value is None else len(source_value)
+            # 长度小于 比较
+            return source_length < target_length
         except Exception:
-            # 可计算数字长度
-            source_length = len(str(source_value))
-
-        # 长度小于比较
-        return source_length < target_length
+            return False
diff --git a/apps/application/flow/compare/len_not_equal_compare.py b/apps/application/flow/compare/len_not_equal_compare.py
index 78dfe486937..38dd002137b 100644
--- a/apps/application/flow/compare/len_not_equal_compare.py
+++ b/apps/application/flow/compare/len_not_equal_compare.py
@@ -7,23 +7,17 @@
     @desc: 长度不等于比较器
 """
 from .compare import Compare
+from .len_equal_compare import computeLength
 
 
 class LenNotEqualCompare(Compare):
 
     def compare(self, source_value, compare, target_value):
-        # 获取target_value的长度
         try:
-            target_length = int(target_value)
-        except Exception:
-            return False
+            # 计算长度
+            source_length, target_length = computeLength(source_value, target_value)
 
-        # 获取source_value的长度
-        try:
-            source_length = 0 if source_value is None else len(source_value)
+            # 长度不等于 比较
+            return source_length != target_length
         except Exception:
-            # 可计算数字长度
-            source_length = len(str(source_value))
-
-        # 长度不等于比较
-        return source_length != target_length
+            return False

From 75412c547cfc9839652c09908d6aed74b466b5fe Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8E=8B=E8=89=AF?= <841369634@qq.com>
Date: Thu, 30 Apr 2026 09:52:45 +0800
Subject: [PATCH 14/16] =?UTF-8?q?=E8=B0=83=E6=95=B4=E5=91=BD=E5=90=8D?=
 =?UTF-8?q?=E8=A7=84=E8=8C=83?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 apps/application/flow/compare/len_equal_compare.py     | 4 ++--
 apps/application/flow/compare/len_ge_compare.py        | 4 ++--
 apps/application/flow/compare/len_gt_compare.py        | 4 ++--
 apps/application/flow/compare/len_le_compare.py        | 4 ++--
 apps/application/flow/compare/len_lt_compare.py        | 4 ++--
 apps/application/flow/compare/len_not_equal_compare.py | 4 ++--
 6 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/apps/application/flow/compare/len_equal_compare.py b/apps/application/flow/compare/len_equal_compare.py
index 5ce2d29f92b..413ab106f6e 100644
--- a/apps/application/flow/compare/len_equal_compare.py
+++ b/apps/application/flow/compare/len_equal_compare.py
@@ -9,7 +9,7 @@
 from .compare import Compare
 
 
-def computeLength(source_value, target_value) -> list:
+def compute_length(source_value, target_value) -> list:
     """
     计算长度
 
@@ -40,7 +40,7 @@ class LenEqualCompare(Compare):
     def compare(self, source_value, compare, target_value):
         try:
             # 计算长度
-            source_length, target_length = computeLength(source_value, target_value)
+            source_length, target_length = compute_length(source_value, target_value)
 
             # 长度等于 比较
             return source_length == target_length
diff --git a/apps/application/flow/compare/len_ge_compare.py b/apps/application/flow/compare/len_ge_compare.py
index e364a0e8d44..41227d2efa7 100644
--- a/apps/application/flow/compare/len_ge_compare.py
+++ b/apps/application/flow/compare/len_ge_compare.py
@@ -7,7 +7,7 @@
     @desc: 长度大于等于比较器
 """
 from .compare import Compare
-from .len_equal_compare import computeLength
+from .len_equal_compare import compute_length
 
 
 class LenGECompare(Compare):
@@ -15,7 +15,7 @@ class LenGECompare(Compare):
     def compare(self, source_value, compare, target_value):
         try:
             # 计算长度
-            source_length, target_length = computeLength(source_value, target_value)
+            source_length, target_length = compute_length(source_value, target_value)
 
             # 长度大于等于 比较
             return source_length >= target_length
diff --git a/apps/application/flow/compare/len_gt_compare.py b/apps/application/flow/compare/len_gt_compare.py
index 849e5177660..c11c3eb9b86 100644
--- a/apps/application/flow/compare/len_gt_compare.py
+++ b/apps/application/flow/compare/len_gt_compare.py
@@ -7,7 +7,7 @@
     @desc: 长度大于比较器
 """
 from .compare import Compare
-from .len_equal_compare import computeLength
+from .len_equal_compare import compute_length
 
 
 class LenGTCompare(Compare):
@@ -15,7 +15,7 @@ class LenGTCompare(Compare):
     def compare(self, source_value, compare, target_value):
         try:
             # 计算长度
-            source_length, target_length = computeLength(source_value, target_value)
+            source_length, target_length = compute_length(source_value, target_value)
 
             # 长度大于 比较
             return source_length > target_length
diff --git a/apps/application/flow/compare/len_le_compare.py b/apps/application/flow/compare/len_le_compare.py
index 6875ac1ca14..0a7bef1a441 100644
--- a/apps/application/flow/compare/len_le_compare.py
+++ b/apps/application/flow/compare/len_le_compare.py
@@ -7,7 +7,7 @@
     @desc: 长度小于等于比较器
 """
 from .compare import Compare
-from .len_equal_compare import computeLength
+from .len_equal_compare import compute_length
 
 
 class LenLECompare(Compare):
@@ -15,7 +15,7 @@ class LenLECompare(Compare):
     def compare(self, source_value, compare, target_value):
         try:
             # 计算长度
-            source_length, target_length = computeLength(source_value, target_value)
+            source_length, target_length = compute_length(source_value, target_value)
 
             # 长度小于等于 比较
             return source_length <= target_length
diff --git a/apps/application/flow/compare/len_lt_compare.py b/apps/application/flow/compare/len_lt_compare.py
index c47c06eea3e..0871d167464 100644
--- a/apps/application/flow/compare/len_lt_compare.py
+++ b/apps/application/flow/compare/len_lt_compare.py
@@ -7,7 +7,7 @@
     @desc: 长度小于比较器
 """
 from .compare import Compare
-from .len_equal_compare import computeLength
+from .len_equal_compare import compute_length
 
 
 class LenLTCompare(Compare):
@@ -15,7 +15,7 @@ class LenLTCompare(Compare):
     def compare(self, source_value, compare, target_value):
         try:
             # 计算长度
-            source_length, target_length = computeLength(source_value, target_value)
+            source_length, target_length = compute_length(source_value, target_value)
 
             # 长度小于 比较
             return source_length < target_length
diff --git a/apps/application/flow/compare/len_not_equal_compare.py b/apps/application/flow/compare/len_not_equal_compare.py
index 38dd002137b..f95c35c2fc9 100644
--- a/apps/application/flow/compare/len_not_equal_compare.py
+++ b/apps/application/flow/compare/len_not_equal_compare.py
@@ -7,7 +7,7 @@
     @desc: 长度不等于比较器
 """
 from .compare import Compare
-from .len_equal_compare import computeLength
+from .len_equal_compare import compute_length
 
 
 class LenNotEqualCompare(Compare):
@@ -15,7 +15,7 @@ class LenNotEqualCompare(Compare):
     def compare(self, source_value, compare, target_value):
         try:
             # 计算长度
-            source_length, target_length = computeLength(source_value, target_value)
+            source_length, target_length = compute_length(source_value, target_value)
 
             # 长度不等于 比较
             return source_length != target_length

From ce9714fed3263843c63c0e6430b3e65476d76028 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8E=8B=E8=89=AF?= <841369634@qq.com>
Date: Thu, 30 Apr 2026 10:00:44 +0800
Subject: [PATCH 15/16] =?UTF-8?q?=E5=B0=8F=E8=B0=83=E6=95=B4?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 apps/application/flow/compare/len_not_equal_compare.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apps/application/flow/compare/len_not_equal_compare.py b/apps/application/flow/compare/len_not_equal_compare.py
index f95c35c2fc9..388791b12ae 100644
--- a/apps/application/flow/compare/len_not_equal_compare.py
+++ b/apps/application/flow/compare/len_not_equal_compare.py
@@ -2,7 +2,7 @@
 """
     @project: maxkb
     @Author：wangliang181230
-    @file： equal_compare.py
+    @file： len_not_equal_compare.py
     @date：2026/4/28 20:17
     @desc: 长度不等于比较器
 """

From c62ae673e4b1dc3d61a775a126d3e98134aa1320 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E7=8E=8B=E8=89=AF?= <841369634@qq.com>
Date: Thu, 30 Apr 2026 10:14:02 +0800
Subject: [PATCH 16/16] =?UTF-8?q?=E5=B0=8F=E8=B0=83=E6=95=B4?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 apps/application/flow/compare/len_equal_compare.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/apps/application/flow/compare/len_equal_compare.py b/apps/application/flow/compare/len_equal_compare.py
index 413ab106f6e..7479c5128ba 100644
--- a/apps/application/flow/compare/len_equal_compare.py
+++ b/apps/application/flow/compare/len_equal_compare.py
@@ -9,21 +9,21 @@
 from .compare import Compare
 
 
-def compute_length(source_value, target_value) -> list:
+def compute_length(source_value, target_length) -> list:
     """
     计算长度
 
     Args:
         source_value: 引用变量
-        target_value: 目标长度字符串
+        target_length: 目标长度字符串
 
     Raises:
         ValueError: 当 target_value 不是数字 或 小于0时，抛出该异常
     """
     # 获取target_value的长度
-    target_length = int(target_value) if target_value else 0
+    target_length = int(target_length) if target_length else 0
     if target_length < 0:
-        raise ValueError("The target length must be greater than or equal to 0.")
+        raise ValueError("The target length must be greater than or equal to 0")
 
     # 获取source_value的长度
     try: