From 40792ce994bc2b574a256433263e54af754f7dba Mon Sep 17 00:00:00 2001
From: Jinke Li <a1231236677287@163.com>
Date: Sat, 11 May 2024 10:09:10 +0800
Subject: [PATCH] =?UTF-8?q?fix:=20=E4=BF=AE=E5=A4=8D=E6=98=8E=E7=BB=86?=
 =?UTF-8?q?=E8=A1=A8=E5=90=AB=E6=9C=89=E7=A9=BA=E6=95=B0=E6=8D=AE=E5=8D=A0?=
 =?UTF-8?q?=E4=BD=8D=E7=AC=A6=E6=97=B6=E6=8E=92=E5=BA=8F=E9=94=99=E8=AF=AF?=
 =?UTF-8?q?=20close=20#2707=20(#2708)?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* fix: 修复明细表含有空数据占位符时排序错误 close #2707

* test: 单测修复
---
 .../__snapshots__/issue-2707-spec.ts.snap     | 3316 +++++++++++++++++
 .../s2-core/__tests__/bugs/issue-2707-spec.ts |   64 +
 .../__tests__/data/data-issue-2707.json       | 1118 ++++++
 .../s2-core/src/data-set/table-data-set.ts    |   17 +-
 4 files changed, 4513 insertions(+), 2 deletions(-)
 create mode 100644 packages/s2-core/__tests__/bugs/__snapshots__/issue-2707-spec.ts.snap
 create mode 100644 packages/s2-core/__tests__/bugs/issue-2707-spec.ts
 create mode 100644 packages/s2-core/__tests__/data/data-issue-2707.json

diff --git a/packages/s2-core/__tests__/bugs/__snapshots__/issue-2707-spec.ts.snap b/packages/s2-core/__tests__/bugs/__snapshots__/issue-2707-spec.ts.snap
new file mode 100644
index 0000000000..3ec2b83407
--- /dev/null
+++ b/packages/s2-core/__tests__/bugs/__snapshots__/issue-2707-spec.ts.snap
@@ -0,0 +1,3316 @@
+// Jest Snapshot v1, https://goo.gl/fbAQLP
+
+exports[`PivotSheet Special Dimension Values Copy Tests should sort correctly data by ASC sort method 1`] = `
+Array [
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 2000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 3000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 3000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 3000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 4000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 4000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 4000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 5000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 5000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 5000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 6000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 6000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 6000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 7000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 7000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 8000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 9000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 9000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 9000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 10000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 12000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 12000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 15000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 15000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 17000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 22000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 23000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 25000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
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+    "key5": "asd",
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+    "key6__aqp_pe": 0,
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+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
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+    "key5": "asd",
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+    "key6__aqp_pe": 0,
+    "key7": 29000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 33000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
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+    "key6__aqp_pe": 0,
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+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
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+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 39000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
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+    "key6__aqp_pe": 0,
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+    "key8": 1,
+  },
+  Object {
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+    "key2": "aa",
+    "key3": "用户",
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+    "key5": "asd",
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+    "key6__aqp_pe": 0,
+    "key7": 49000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
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+    "key6__aqp_pe": 0,
+    "key7": 55000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 61000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 66000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
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+    "key3": "用户",
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+    "key5": "asd",
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+    "key6__aqp_pe": 0,
+    "key7": 71000,
+    "key8": 1,
+  },
+  Object {
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+    "key3": "用户",
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+    "key6__aqp_pe": 0,
+    "key7": 72000,
+    "key8": 1,
+  },
+  Object {
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+    "key3": "用户",
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+    "key6__aqp_pe": 0,
+    "key7": 72000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
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+    "key3": "用户",
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+    "key5": "asd",
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+    "key6__aqp_pe": 0,
+    "key7": 76000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
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+    "key7": 91000,
+    "key8": 1,
+  },
+  Object {
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+    "key7": 100000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
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+  },
+  Object {
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+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
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+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 119000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
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+    "key5": "asd",
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+  },
+  Object {
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+  },
+  Object {
+    "key1": "mm",
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+    "key7": 168000,
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+  },
+  Object {
+    "key1": "mm",
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+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 182000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 210000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 211000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
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+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
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+    "key6__aqp_pe": 0,
+    "key7": 236000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 256000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 280000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 293000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 296000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 332000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 345000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 353000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 373000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 415000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 444000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 452000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 606000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 606000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 663000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 685000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 698000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 941000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 959000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1031000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1192000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1219000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1244000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1259000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1421000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1800000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1800000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1800000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1800000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1800000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1800000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1800000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1816000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1820000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1834000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1857000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 2200000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 3600000,
+    "key8": 1,
+  },
+]
+`;
+
+exports[`PivotSheet Special Dimension Values Copy Tests should sort correctly data by DESC sort method 1`] = `
+Array [
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 3600000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 2200000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1857000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1834000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1820000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1816000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1800000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1800000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1800000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1800000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1800000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1800000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1800000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1421000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1259000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1244000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1219000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1192000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1031000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 959000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 941000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 698000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 685000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 663000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 606000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 606000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 452000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 444000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 415000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 373000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 353000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 345000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 332000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 296000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 293000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 280000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 256000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 236000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 211000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 210000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 182000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 168000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 160000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 158000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 119000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 114000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 111000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 100000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 91000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 76000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 72000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 72000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 71000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 66000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 61000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 55000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 49000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 42000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 39000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 38000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 33000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 29000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 29000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 25000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 23000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 22000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 17000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 15000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 15000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 12000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 12000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 10000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 9000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 9000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 9000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 8000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 7000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 7000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 6000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 6000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 6000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 5000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 5000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 5000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 4000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 4000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 4000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 3000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 3000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 3000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 2000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+]
+`;
+
+exports[`PivotSheet Special Dimension Values Copy Tests should sort correctly data by DESC sort method and custom sortBy 1`] = `
+Array [
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 2000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 3000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 3000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 3000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 4000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 4000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 4000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 5000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 5000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
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+    "key6__aqp_pe": 0,
+    "key7": 1800000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1800000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1800000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1800000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1816000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1820000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1834000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 1857000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 2200000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": 3600000,
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+  Object {
+    "key1": "mm",
+    "key2": "aa",
+    "key3": "用户",
+    "key4": "--",
+    "key5": "asd",
+    "key6": 1,
+    "key6__aqp_pe": 0,
+    "key7": "-",
+    "key8": 1,
+  },
+]
+`;
diff --git a/packages/s2-core/__tests__/bugs/issue-2707-spec.ts b/packages/s2-core/__tests__/bugs/issue-2707-spec.ts
new file mode 100644
index 0000000000..45f61f9f6b
--- /dev/null
+++ b/packages/s2-core/__tests__/bugs/issue-2707-spec.ts
@@ -0,0 +1,64 @@
+/**
+ * 明细表数据含有空值导致排序失效
+ * @description spec for issue 2707
+ * https://github.com/antvis/S2/issues/2707
+ */
+
+import { EMPTY_PLACEHOLDER } from '../../src';
+import * as mockDataConfig from '../data/data-issue-2707.json';
+import { createTableSheet } from '../util/helpers';
+import type { S2Options, SpreadSheet } from '@/index';
+
+const s2Options: S2Options = {
+  width: 800,
+  height: 480,
+};
+
+describe('PivotSheet Special Dimension Values Copy Tests', () => {
+  let s2: SpreadSheet;
+
+  beforeEach(() => {
+    s2 = createTableSheet(s2Options);
+    s2.setDataCfg(mockDataConfig);
+    s2.render();
+  });
+
+  test('should sort correctly data by DESC sort method', () => {
+    s2.setDataCfg({
+      sortParams: [{ sortFieldId: 'key7', sortMethod: 'DESC' }],
+    });
+    s2.render();
+
+    expect(s2.dataSet.displayData).toMatchSnapshot();
+  });
+
+  test('should sort correctly data by ASC sort method', () => {
+    s2.setDataCfg({
+      sortParams: [{ sortFieldId: 'key7', sortMethod: 'ASC' }],
+    });
+    s2.render();
+
+    expect(s2.dataSet.displayData).toMatchSnapshot();
+  });
+
+  test('should sort correctly data by DESC sort method and custom sortBy', () => {
+    s2.setDataCfg({
+      sortParams: [
+        {
+          sortFieldId: 'key7',
+          sortMethod: 'ASC',
+          sortBy: (record) => {
+            if (record.key7 === EMPTY_PLACEHOLDER) {
+              return Number.MAX_VALUE;
+            }
+
+            return record.key7;
+          },
+        },
+      ],
+    });
+    s2.render();
+
+    expect(s2.dataSet.displayData).toMatchSnapshot();
+  });
+});
diff --git a/packages/s2-core/__tests__/data/data-issue-2707.json b/packages/s2-core/__tests__/data/data-issue-2707.json
new file mode 100644
index 0000000000..3bcf7eeeb1
--- /dev/null
+++ b/packages/s2-core/__tests__/data/data-issue-2707.json
@@ -0,0 +1,1118 @@
+{
+  "fields": {
+    "rows": [],
+    "columns": ["key1", "key2", "key3", "key4", "key5", "key6", "key7", "key8"]
+  },
+  "meta": [
+    { "field": "key1", "name": "key1", "domainType": "dimension" },
+    { "field": "key2", "name": "key2", "domainType": "dimension" },
+    { "field": "key3", "name": "key3", "domainType": "dimension" },
+    { "field": "key4", "name": "key4", "domainType": "dimension" },
+    { "field": "key5", "name": "key5", "domainType": "date" },
+    { "field": "key6", "name": "key6", "domainType": "measure" },
+    { "field": "key7", "name": "排序这个", "domainType": "measure" },
+    { "field": "key8", "name": "key8", "domainType": "measure" }
+  ],
+  "data": [
+    {
+      "key4": "--",
+      "key7": 91000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 158000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": "-",
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 3000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 211000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 72000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 9000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 1800000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 663000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 9000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 61000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 7000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 168000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 15000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 606000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 4000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 5000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 66000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 1834000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 1857000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 9000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 119000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 373000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 22000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 6000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 353000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 4000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 55000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": "-",
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 6000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 1421000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 1800000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 8000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 23000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 236000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 210000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 941000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 29000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 2000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 1259000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 959000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 3000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 17000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 39000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": "-",
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 111000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 1800000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": "-",
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 182000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 296000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 280000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 415000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 685000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 29000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 5000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 1820000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 160000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 114000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 452000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 4000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 698000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 293000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 332000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 33000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 12000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 444000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 12000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": "-",
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 72000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 10000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": "-",
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 1800000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": "-",
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 345000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 38000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 42000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 1800000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 76000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 6000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 100000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 3000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 25000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 1800000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 256000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 5000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 2200000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 49000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 1800000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 71000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 15000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 1192000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 1244000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 1219000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": "-",
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 3600000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 1816000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": "-",
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 1031000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 7000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    },
+    {
+      "key4": "--",
+      "key7": 606000,
+      "key6__aqp_pe": 0,
+      "key2": "aa",
+      "key8": 1,
+      "key6": 1,
+      "key3": "用户",
+      "key1": "mm",
+      "key5": "asd"
+    }
+  ]
+}
diff --git a/packages/s2-core/src/data-set/table-data-set.ts b/packages/s2-core/src/data-set/table-data-set.ts
index 790693914d..2795deecad 100644
--- a/packages/s2-core/src/data-set/table-data-set.ts
+++ b/packages/s2-core/src/data-set/table-data-set.ts
@@ -7,6 +7,7 @@ import type {
   SimpleData,
 } from '../common/interface';
 import { isAscSort, isDescSort } from '../utils/sort-action';
+import { getEmptyPlaceholder } from '../utils';
 import { BaseDataSet } from './base-data-set';
 import type { GetCellDataParams, GetCellMultiDataParams } from './interface';
 
@@ -135,11 +136,23 @@ export class TableDataSet extends BaseDataSet {
           return idxB - idxA;
         });
       } else if (isAscSort(sortMethod!) || isDescSort(sortMethod!)) {
-        const func = isFunction(sortBy) ? sortBy : null;
+        const placeholder = getEmptyPlaceholder(
+          this.spreadsheet,
+          this.spreadsheet.options?.placeholder,
+        );
+        const customSortBy = isFunction(sortBy) ? sortBy : null;
+        const customSort = (record: RawData) => {
+          // 空值占位符按最小值处理 https://github.com/antvis/S2/issues/2707
+          if (record[sortFieldId] === placeholder) {
+            return Number.MIN_VALUE;
+          }
+
+          return record[sortFieldId];
+        };
 
         sortedData = orderBy(
           data,
-          [func || sortFieldId],
+          [customSortBy || customSort],
           [sortMethod?.toLocaleLowerCase() as boolean | 'asc' | 'desc'],
         ) as RawData[];
       }