并行执行作为提升查询响应时间,提高用户体验的一种有效手段被大家所熟知,感兴趣的朋友可以看我以前的博客SQL Server优化技巧之SQL Server中的"MapReduce", SQL Server优化器特性-位图过滤(Bitmap),然而正如我一直强调的,任何事物均有利弊,重点在于抉择.近日有朋友问我关于在今年7月份SQL Saturday中分享的并行执行中关于并行死锁的内容,这里我就详细解释下我举的实例中的并行死锁.

并行死锁我们可以理解为SQL Server的”BUG”,即按照并行方式执行时遭遇特定异常使得执行无法继续.官方给的解决方式大多很简单,改为串行就可以了.但其中还是有值得我们深究的地方以便我们更好的利用并行.

注:由于案例涉及的并行知识点较多,缺乏相关知识的同学可以先预览一下我当时分享的PPT,如果有不清楚的地方也可以私信我.Inside Parallel Query

闲篇到此,上实例

生成测试数据

CREATE TABLE Numbers
(
Number INT NOT NULL,
CONSTRAINT PK_Numbers
PRIMARY KEY CLUSTERED (Number)
WITH FILLFACTOR = 100
) INSERT INTO Numbers
SELECT
(a.Number * 256) + b.Number AS Number
FROM
(
SELECT number
FROM master..spt_values
WHERE
type = 'P'
AND number <= 255
) a (Number),
(
SELECT number
FROM master..spt_values
WHERE
type = 'P'
AND number <= 255
) b (Number)

接下来我们执行如下语句,取30000下最大偶数,此时我将执行并行数maxdop随意调整为奇数,3,5,7我的执行都可以迅速返回结果.

执行代码

set statistics time on
select
maxN=max(num.number)
from dbo.numbers as num
where
num.number<30000
and convert(integer,convert(varchar(max),num.number)) % 2=0
option
(
Maxdop 3,-----5,7
querytraceon 8649
);

但当我将并行数调整为偶数时,执行时间居然长达数秒…打开trace profiler跟踪dead lock chain我们发现,当并行数为偶数时出现了死锁.

如图1-1,1-2,1-3

select
maxN=max(num.number)
from dbo.numbers as num
where
num.number<30000
and convert(integer,convert(varchar(max),num.number)) % 2=0
option
(
Maxdop 4,-----2,6
querytraceon 8649
);

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" alt="" width="615" height="303" />

图1-1

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F6gcloGHZzTvzMloOfTtWk3nxgQ2l4Q/5jdH6xbzj69GRrgm/Bbf4Nuqm1ZVnkm3ujCzT/Vt7UklkwLiK1hkhrY3upyd47/mUCXdg37Oac+JktBz+dOryvNxrRwsd5OE6tZ/uU3bC478zUOsNnVayzON1369Fw3LSd6V0XPo48/biXCbTo4LCbc+Jnthz8dOqo1FsxZzipd691Nky9qY7haAOah8uKPvWaJx73MoEjHZ90i5z4mS0HP52Seo/q601tq/mvtsukLxmsPWlKvdCLdsNuzomf2XLw06nppN7rt9fXQYzrOvVW5+9TjnBo2E6pF47XUdjNOfEzWw5+OlWfeiuuZqu4+qr4Y1ZIvU3GpxYHD6Suvgpnhqm3tEz4OLq54pLNt54a8xB9evy1B1f+NbwQ8PiXCTTRddjNOfEzWw5+OuW72QCqnCzs5pz4mS0HP52SegEiTpx0i5z4mS0HP52SegHWTt+tG+XEz2w5+OmU1AvM3UDCbs6Jn9ly8NMpqReYqaGF3ZwTP7Pl4KdTUi8wL4MNu7n2T/xfbn+c3z4Hs58uXz5+rHnq0+XLb5d3rbVkf883r7+tG3/3+OLqaT37YXmeN774mHGTeumU1AvMwvDDbq6D1PuwvHz5bTf4Pt+8/vbiavnlYXfRu8cXOwmynHq/3P548Xr5ZfOrF8W6Wt683p2zrh83D/nKowtUPmW9uSzLso9X39bBd5t0C7GY0ZN66dQhqbfh1+QC9G4sSbeomxP/w/I8j5Kr+FhIk1t7pN6VYuh8vnkddAzvbne7krzXdtOeRG/0Ngqf3z5n2dPlam2b1BuuijGTeunUgX29Az5fAHM3om7dqNZO/F9ufzTtW82DY0updxtGI6k3Eo6jqbcq0RrVME1SL52SeoGJGHvYzXVx4g+DZqxfNjtJ6i2Pc3j8WEq96zY8XZZ7o4MxFXlF+60ZH6mXTtWk3tRXCqe+YTj13cXhwk2+axeg1mTCbm7aqXd3u5su2zz1rvqnNws8FwYK/7h52AxvCNss9U6E1Eun6vt6SzE3n1l8XHoQPg7DcfQxQEPTC7u53lNv3XCIdcR8Ll27dn77VJ96dxNqvtjHq/XTX5THLRTbWUi9xREOUu90SL106vDUW1ogK3Tfht264TqjSwJUm3DYzfWaessO7Ovdjlgopt7V47vleSE358vvDC+Ot1PqnTypl061nHrj24ilXoCG5pB0i9o68S/Pm94m7NuL5E15a+/XG029hZmF1JvfNnh9B4lCco1dzVYexXt5J/VOntRLpxpdzVaKvKnHtQs0/C1ANr+wm+vixB+OiI329Yb3vg1Sb2ycbpB614H18i5+57J8dES+rVLqLfyor3dWpF46dUjqLY1MCB9Hr1qrve4NIJtx2M11cOKP3Oerw9T75fbHi9ePl5UjKL7c/igO4d1NvcW2xVPvzkALqXc6pF465bvZgEEQdnPtn/i3X2m21Wbq3bnK7WF5/vLb5V0quWZZtr5mrjinWerdaZUblk2R1EunpF6gT8JuqO0T/93ji8QYg+NSbz7uttCL/LA8X49bKPXRFlYSRN6slMt3eqa3/cc7tzPb3Pkh9tIYL6mXTkm9QA8k3QqtnvjvHovDZwuSqbfBpW/xoBneanf9ePeCtviVcw87194VGrzO1us5qxurFfutky+QMZJ66ZTUC5yIbt2G2jvxrwcbRH/X8M5l0XUmrk7bHW+w833Iq5wa73Wu3dzjx3xt8SENtTeaYCykXjol9QLdEnb35cTPbDn46ZTUC3RC2D2YEz+z5eCnU1Iv0CZh93h7fLWEOqJWx2TvzVDR6vtdyDRJvftZvL1evL1ua23XhVVFY0EXM6ELwm6Leg8cc6ji8dl7Y1RYfb8LmSapd29tpd5S5A0fdzET2iXpdqH3wDGHKh2uvbdHlarvdyHTJPXurZXUe51eidTLwOnWZTIcvTArg069+XCC4riC6OPVg7w6XWdqQ6klS+vP0pG39LEr9TIowi6T5EiG+Rh06s2CPFp6EM4sTjtaZ8WS0celxlT08q6foq+XIRF2mTwHNszECFJv+Pj41HvMOlNLpjqGwwZUB1+plyEQdpkbBzlMntTbfl9valtFxvUyTMIuc+aAh2mbeOq9fnsd5suuU29tX2/etu1i7uFAryRdyHkLwFQNOvWWBgyEj8NxBaWrx8LUe/w6972aLVwy53699Ei3LqR4O8AkDTr1Aq0TdqEJbw2YHqkXZkHYhQN4p8CUSL0wZcIuHMm7BiZD6oUJEnahRd5EMA1SL0yEpAud8p6CsZN6YdyEXTgZ7y8YNal3cGq/spi9jGV/7ttOYTcU3YdjOQAYEW83GKkJpt7oN1OMReQ7NXyiHqHTI2GxaO2v07ydTcLuSI//ijtbN3dM8C0uVvuU5olHNpokwRfGaIKpNxv+WT/9CXlwy2f9qdvB/my65VOl3r16dod+/Kf1mHqvN99r02T54j6vTjzNl2R0/B8LjI7U24fEZ+MxzZ71520H+7PpltvY7RXtbJ50m69zyI5PvdmhwVfq5TCCL4zICFLvasRCfh7KH4cjGfIl60/5i0KFM4s/ZrGZi/Ty4QrDB+GSm/bvtHFR/j/0/Mfi/Hyx8D/cq2eGa67dVtLg92fxBZZebPPXHu661C7aa3/u/N0Xdd26qf1Zsc6Y0jdsl2aGC1R/t3Zb69z3675L66947c1T7wEDrLPdD5/iSqTeORB8YSyGnnqjI+1KIbhiybhF7HFqZrhA86dnkThSXqAg2uxonAp/FX7SRn9b+9xoUKsxkv1ZvUPCx+Gejz59r30b3Z+rdjYNu1ndPiyss1opj5YehDOL047WWbFk9HG0MccMcmjY17ttQ907ROqdD9kXhm/oqXcl7O4t/qpiZlz042iv6BadmervbNiAxqm39nE+J9U3GT431QHcyEj2Z8VLa/Lao3vjyHVme4XdLLFD0km6WvOIuVfqPWadqSVTHcPRNhx5QVvz4Nsk2Ui9syL4wsCNIPU27NY9XerNH9emsSbbKmg99cZbVNmL2WR+sFzdzMHsz3yMQTgzO2h/1v450gtUht2scp/ML/XWbqvo9Be0ZUY4sCH4wpANPfU2D7hdjXCoeFb1b8PH1TOzLGtw57LDUm80hB2wzviox/HszzD1trg/m41wqAu72e7eaLg/d1sb/o2if7gjE2oX69x3hEMWOP7OZU1Sb/M0I/XOk+wLwzT01JvFOlGiF7eFS1atNPyf4nBm9MfiwrXrXCQ2FK6t8GK3iwQDD8LhCrVDUaPLHLxkcseOYX/mryuck9rP1Xup4s9RWmdt0t22M38hi90fSy+/tCt2X36T1FsaMBA+DscVlK4e62Kd+17N1talbNle/2zeM9OIPvMk+MIAjSD1zs2+l5Dv5ZBhu7s6bV4X+mpwo27dgrbamVrP6P5wBzimoxda1+SND5yS1Ds70V7MJg64qdMM7Rt2T8AfDno0hA8BYEXqhRYMMOwCA+EDAQZC6oXDCbtAQz4foHdSL+xN2AUO4LMC+iX1QiOSLnA8Hx3QI6kXqgi7QOt8kkAvTpR6vakZF2EX6JRPFTi9llOvdy6jJuwCJ+NDBk5M6gVhF+iNDxw4mUapN/VFrLUzw+dWr7P4ALom6QJD4PMHTqM+9Ua/wzb1xbapd2tpfmqd0fVDi3TrAsPk4wi6NqzUW7seOIywCwyfjybolNTLlAm7wLj4pILuSL1MkLALjJpPLejCIVezFeekLlOLLllxlVvq4jZoTtgFJsMnGLTuwDuXeQMyHJIuMEk+06Bdh6TeVC8vnIxuXWAmfL5BW070jcTQCmEXmCGfddAKqZcREHYBfPTBkaRehkvYBSjyMQjHkHoZHGEXIMWnIhxsv9R7/fa6y8Ywa5IuQEM+JOEAe6RekZfW6dYFOIwPTNiX1EsPhF2AVvj8hOaapl6Rl+MJuwCt81kKDUm9dE7YBeiUz1VoQuqlK5IuwCn5pIVqUi9t0q0L0COfulBB6qUFwi7AQPgQhhT3cOBwwi7AMPlAhpDUy96EXYDh8+EMJYssy769eKnmXE2PFWEXYGx8VkNO6lU1qVfSBRg1H92wIvWqSOrVrQswJT7JISul3upxvUxMmHqFXYAJ86nOzEm985X/3YVdgJnwCc+cSb3zVZ13+24dAJ3wgc9sSb3zJewCzJYPf2aoJvUuFusqPT5kS0c8N73OEbxRF28Xq2plsRblfb0n2yIAwyH4Mjf1fb2l1HvUxlp9T43iXZqn2Oo4W/ztyYJvxT0cAJgJ2Zf5GGvqXb0zB/7+bJ5fpV4A+iL4MhOHp97SgIeKgRD5nNqnNxxEkb8nB/7mXOXXhuMW8oU7b9aG1AvAiss8mINGqbc0zbJyfk09qF2yybNiTWqUevORssUhsyebme3m3WGO65V6AcgJvkzbgak3/1W0Bzd8eunxMam3+D4c+Huy+bgFIxwAGALBlwk7PPWm0mrXqTfbfU9WLdc3qReAMZJ9maRRjnAoLLZd7vrt9fXb60ZPO5Volo0OY5B6ARgUwZfpqUm9xWvUij/mj8MqLRYuWZoZXaxR03ffigNMvVlstG5q8K5xvQAMiuDLxNT39Z6uKUe/oQaYeqNOGW0rSL0A1JJ9mYyhpN69enlDw+zoDZ24N7ea1AtAE4Iv0zCU1MvpSb0ANBTcz1f2ZXyk3vmSegHYi+DLqO2kXjXP6vsgBGA0BF/GS+pVUi8A+5F9GSOpV0m9AOxN8GV0dg5T43obSr3JK+Y3WQwARkTwZVyGlXoXo7j7WOGNHX0czbi1TweAMZJ9GQupd29Nkm5pAakXgAkTfBmFRql38fY6r/zH4q/CJUtzwgelx6WqeHpqQ2E7myxZvZWUVJZNdetKvQBM2yLQd4ugrD71lhLkvjOzWJSsWDLagCZPP35mdIGo8C1d/LHiQWmmDwUApkTwZchaTr2p3tbUaivibPXM4uaqnxs2aa/IHllns97cij7d/LPAJwIAEyP4Mlhd9fWm1lCaeXDqDTd6wHNTT28l9Wa77/zaVQHAZMi+DNCJRjjEtx3Mb5hcOxrhUNvg9W/3Gbnb8CkAMDGCL0NzyNVs4cxwkEP1c/NfpbZV+/SGW284M/pjdFesF4i9h1Nv7NJ8738AZmIR6LtFzNp+dy6rvcxrjw2P4SZlAMCRBF8GYo/Um+qy3XuTLa0HABgFwZchGNa3VAAAk2S0A72TegGAExF86ZHUCwCcjuBLX6ReAODUZF9Orz71XrvsDABom+DLiTXq6xV8AYDWucSNU5J6AYA+Cb6cRtNxvYIvANARwZcTOCr1isIAQFtkXzqlrxcAGArBl+5IvQDAgAi+dETqBQAGR/alde7hAAAMkeBLu45KvdIwANAdN/SlRUd9N5vUCwB0TfClFU3H9QIA9EXw5XhSLwAwDrIvxyin3rz6ahAAQIrgy8H09QIAY+ISNw4j9QIA4yP4si+pFwAYJcGXvUi9AMBYGe1Ac1IvADBugi9NLD7/fq+UUkopNeoqBd/e26MGWN3+e2jf1rz66dX3P74qpZRSSh1Qpezbe3vUoOoUqbfhwtdvr6VepZRSSh1Tgq9K1YlSb5OOXqlXKaWUUsdXeIlb701SQyipVymllFITLMFXlWqxWFz8uoqo//XzWf74JKn3l3/7RepVSimlVEcl+KpiLX59szj7vw9Zlv36ZnHxH61m3srU+8u//XL99lrqVUoppVSnJfuqVW1S73/9fPaPPz+0HHqTqXcVeaVepZRSSp2gBF/1PR/hcGRH77/865/+x//8X3n9y7/+qSL15pFX6lVKKaXUaUrwVYssyzYdvb9erI+EQ0b35sE3j7yp1Pvhzx+kXqWUUkqdvmTfOdciyx5+/sezn/8ry/7jYvHm1+yIft9/+dc/FSNvKvUWg6/Uq5RSSqlTluA721rkYff41BuquJptFXylXqWUUkqduNzQd561WHf0ZlmWj3Bo77K26juXffjzB6lXKaWUUr2U4Du38i0VSimllBW06U4AAA3iSURBVJppCb6zKqlXKaWUUrMu2XcmdYrUm9+xobakXqWUUkqdvgTfOdSiSS/sMfXqp1d7Ve97RCmllFIzLMF38tV56lVKKaWUGkuVsm/v7VEtlj+nUkoppdS2BN+plr+lUkoppdROhTf07b1J6vjyV1RKKaWUipTgO7Hq9h4OWbN7limllFJKDbAE3ynVKe7h0PuLVEoppZQ6uGTfaVTnf7nrt9dddye3otjmvttyOr0ff0oppdQoSvCdQJ0i9Y6iuzdv5Kyy4Cj+NEoppdQQyiVuY69+Uu9f//Ovf/3Pv/76778W68OfP/S4I/I+6dL8szc79fn3+/vv2cWb96nfjqtWr7r3ZiillFJjKcF3vLXz1yr98Vr5W0ZT7/t35VEE3//4fvHufY87YtXOMAJevLt//ym7+JRdvMtWufbizfuLd+8v3r2/ePM+/O24aiw98UoppdRwSvAdae2XesO+/do/eXXqXT4u779n99+zD78t8w7UXqp56i329V68u//w2/LDb8v3n6RepZRSai5ltMMYa/tHyv9gFaG2+EdNPS5VRer9/LfP95/u73+7//Db8v27+yNTb0UbmhyLFam3Itc2TL0N99UBv40uv5rZZGGpVymllDq4BN9xVTnOVuezFvt633+6//Xff33/7v7Dnz+saq/UGzY4+qB5aw9OvcWqbW10r0ZfVKq11T9W/DWjC0u9Siml1DEl+I6oyjFr53eVnYXH9/UWffhtue70/XT//tP9w98f6pu+m+3CDs5Uq/ZNvU1ybcOm7tuqvdZc+4eTepVSSqkuSvYdRcVjbuqPt1fv6apSqffrf3/9/sf37398v/+UrTpT8wT8/t392T9cNAm+0cYf1tpU6m1hFxc2WrFjU69i31cd3YrUq5RSSnVagu/wq+l408gzmy2fSr0Pf39Y3b9sdQuz95/usyzL3r3P3l28f3d//1tV8K0N4tUt3Df1ri5fu/9+eCBuGHCjyThMzBWvJfVmk3qVUkqprisVSNRAKtK5+znx75VoGqv90zYc4bBOvVmWZdnD3x/O3lyc/cPF2T9cJNtdlx2rG5xqZzT1Xrx5v6rD93KD1FuRVsM51S8q3MRC6lVKKaVOUoLvYKu+N7QieEV/W6qK1Lu6bdn3P77ff9+k3ncX2ZuLLMsu3p29f3d/9iaZeouNSeW/VNv2Tb2ff78/8l7CeatSzUvtzNo50dci9SqllFI9luA7zIp3N1ak3lSiSlV16l1F3vvvWbH3d/m4fPj7w/tP9xV9vanmlRqWkmpnMvUe19Fb3RHb5LXU/jnCmU1StdSrlFJKdVSy79BqJyBu5ya6TlNpuOLPWZF688h7/2mTet9cZG/Ovv7314t3Z7Wpt9h7Wntg1R5tqdR79m6xqsW7xeLdgYdstM/1mNRb+0+OhluUepVSSqnuSvAdVB0ywqF6fqnqU++n7OLT2Yc/f8i/mvjz3z7/9T//urqTQ7Ldzcb1Rpfcq6/37NPZRXZx8ens7NNZF6m3eldH59T+dZqvX+pVSimlOi3BdzjV+d5Ppd7739bfVbGqdep9c5a9Obv/7f7szVlF6m2YFKMdnNW9ntHU+z57/z57f5GdnR2Xeg+IsLVzqheoXb/Uq5RSSp2gZN8hVG+p9+zNxT//n38+e3OxqlXqXX9Lxbv71Xe2HTCuNz+YwvBXPNROmXqrD/FUKm34xmgegqNrk3qVUkqp05Tg23v1k3rDWmXcsE62IypSb7F6/4P18tdRSiml1PG1CPTepFnVUFJv79Xdd7MNucby11FKKaUmU4Jvb3u+6w3kaRIAgCzLSsG37+bMhX9hKKWUUkr1UDp9T73Dr99eK6WUUkqp01cp+PbenmnX4tVPr5RSSimlVC8VXuLWe5OmWnsMJXk1mOG5w2kJAMDxjPQ9gcXD7/eff7+vnV4XLkprsnx302uXxwEAkyP4dm3RMG4Ws2aPkfez1AsATFQ42qHvFk2Kvl4AgAERfDuirxcAYFgE3y7o6wUAGCLZt1099PXmt2Iu3pZZXy8AQIng26J++noXi/V29428+noBgFlxiVtb+hnXu/qbFeOvvl4AgBTB93hH9fUW93401JYCbt6zWxzkoK8XAKCW4Huko/p6i/214aCF0pxiwC2O69XXCwDQkOx7sGP7elOhtnSZWqlPN+z91dcLANCE4HuYPvt6jesFADiA4HuAbvt6i6N+i2N5jesFADiS7LsX380GADBWgm9zvpsNAGDEwv9j77tFA6WvFwBg9ATfWvp6AQCmQPCttrh+e92w8qzZ/CkdldQLABAl+6YsXv30qnllWbbX8t1V3/sNAGCgBN+ovW8ctgju0dvLtO/9BgAwXIJvaI+98OqnV59/v3/428Pn3z/3PP39vrs9AgAwDbJv0X73cFj1s37+2+fPv3/ucerPBgDQhOCb2+8eDvp6AQDGZRHou0X90NcLADB9gq++XgCAWZh58G2nrzfffa3P0dcLANCi2WbfFvp6VyG1+LitOfp6AQBaN8/g20Jfb3HO6nFbc/T1AgB0IbjCbfrhqs1xvYvF4pje39UaVozrBQDo2qyCb2v3cCjNL+7BhnP09QIAnNh8gm87fb0VvbPhCN3UHON6AQBObyajHVoe11vs6y39tnaOvl4AgL5MPvi2cw+HnbEKiRG6h83R1wsAcBrTDr6+mw0AgK2pZl/fzQYAwI5JBl99vQAAlE3vEjd9vQAAxE0p+OrrBQAgaTLBd3H99rph6esFAJinCWTfxaufXjUvfb0AAPM09uDbdFxvcbpYLPqd9r3TAADmaNTBd2TNBQCgXyPNvqNpKAAAAzHG4DuOVgIAMCiLQN8tqjH09gEAMFgjCr6DbhwAAAM3luA73JYBADAWw8++Q2wTAACjM/DgO7gGAQAwUkO+xG1ATQEAYAKGGXyH0g4AACZjgMF3EI0AAGBihjbaQeoFAKArwwm+Ui8AAB0aSPCVegEA6Fzv2VfqBQDgFPoNvlIvAAAn0uMlblIvAAA7vr142WmVgm/Xm1u9KKkXAIAdXcfQEwff1YuSegEA2HGC1HvK7Lt6UYvPv98rpZRSSimVV54XT7CtYurt9FXo6wUAYEepl7RrHV3Zpq9XKaWUUkpV1Sn7ek/2KqRepZRSSim1U9NMvddvr5VSSimllMorz4u9t6TFV7F49dMrpZRSSiml8srzYu8tafFVuJoNAIAdJ76arSPlq9mWX39WSimllFIqrzwv9t6SFl+F1KuUUkoppXZqoqn3jz8tv/5sampqajqaqVJKdVwTTb1f+/74NjU1NTXdd6qUUl3WNFPvYhEJvovFIvr4+OlqbdXrjP622M5omxv+1tTU1HT000398pdfij+q6ZU/sd3VV6VS77h2ciT1liy//rwsRM/IEoVlUlIf1uH6K5YpThsG8VTbBnGiMjU1NW1r+vXn5deff/l/v2RZlv+oplf+xGPZXal7CPS+Tw6uZOod1TEZ7+tN9Y/WBtDaZ1Uk47zfN5xTu87mrTU1NTWd2nRTv/ylz9PP+iN3JNVLa09wYyYGrvcj/+Cq6Osd0euKpd4//rSMRcY8EJd6eWvDZUW/bG1gjSTjQhui7QnXMIjTkqmpqWl3068/L4NOl9WnYt9neWArf3tGqxirmv/DbJt/GixWXDKcE243X6Z5X2/DDR3WvOpnRTLhblWN610/ZxM9V/MXQYRdpINyOL+0TCqShlspPW4YcIvtL++LIZyoTE1NTY+fbirsdJF6YVCKb8+wDku9TRYupcnonGUQoIuPG/b1NtzQYc1r/qzUU6rG9RY/WCviZkXoDOeX1p96biooV4Tv0pLL3bAeXVv1kqampqajmX5Ndrr0fZYHtopvz7B6T70Vjxv29R6/oWOeVbtDkvfrTcXQsMe0GDpToutZVgbW6sfFrVdE4TCIV8wRfE1NTUc53ZS+Xhi4Zaw/NfwxzHD5nGK/YXFm6bnlDPa1HAcbxsd85ij6equXX56mr7diPaU1lNZcscVUFK5YT+2cJu03NTU1HeL0a6TTZSn1wsDUZtCKzBcG39IyTcLrXo+Lc1rv661u2IlSb/4xWoqA0Wi4qOyvjU7D9aTW3DB8F9sQxtYmc7YH0BBOXaampqb7TjelrxcGrvj2XMZ6ZBum3tR6wpnhesIfmyw2u77evB2lZaKxtTQNQ2rxuaVpGKxT60mtIVy+Yo6pqanp6KdfI50uS6kXBqb49lymO1YPSL3NVxgu2eTxxPt6S9OKaFsKoNE1RJcpPa5Yc2o90VBbEZqjc0xNTU3HPd1U2Oki9Y5C8Y9YccJO/Ym3HVW7M1NzIv1EsQZUr7y0WGolFRuKVrj1itd12O5KPQ53UWlD+QLh4+gmSmuOtr/6r1PR8tSeCRsZ/thwVaVnNb9fb+1qozu5rWdVHxVNv5stOl0vEMyJ2rZjs2S4tuKc6JpLW0m1KvW49hWZmpqajnL69efleL4kKTxL9dKG3vfDAa065Z+4lD9OtnubP3dQu2vyNc3vZhvEx7epqampafPppsb1JUnqgDrxnzjakdbi8hPbXdOuaX432/Jr3x/fpqampqb7Tjc1otOPOqz8ie2uXiqVese1k/X1mpqamo58qpRSHVdF6h1R6es1NTU1Hf9UKaW6rOmmXqWUUkoppTYl9SqllFJKqenXNFNv9nivlFJKKaVUXnle7L0lLb4KqVcppZRSSu1UnhenUasXJfUqpZRSSqmd6j2nSr1KKaWUUqrz6j2ndpF6/z/PmNWmG6zjLwAAAABJRU5ErkJggg==" alt="" width="615" height="332" />

图1-2

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" alt="" width="625" height="297" />

图1-3

咋一看有的同学可能觉得蹊跷,Bug可能是很多人的第一反应.而到底发生了什么由我们具体分析下并行死锁的相应执行计划

分析:

1访问基表数据时用的是聚集索引扫描,但扫描方式是backward,而SQL server中只有forward scan可以并行扫描,backward只能串行扫描

2 因此在做exchange向各个threads分发数据时(distribute streams)采用roundrobin轮询分发数据,这势必造成奇偶数据按threads分开流向下一个过滤操作符

3 在Filter时将奇数的数据过滤,而相应的threads也就没有了数据

4 所以在最后exchange汇总数据时(gather streams)有的threads没有数据,因而造成死锁.

注:thread 0为主线程,不参与并行分支工作

分析如图2-1

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" alt="" width="805" height="395" />

图2-1

而反观并行采用奇数并行数,这时当分发数据时就不会造成某个thread所持有的数据只是奇数或是偶数,也就不会造成后来的情形,死锁也就不会出现.如图2-2感兴趣的同学可以做实验调整并行数并阅读相应的执行计划.

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" alt="" width="816" height="362" />

图2-2

小结:要读懂并行执行计划需要一定的知识储备,不了解的同学可先看我分享的PPT.并行执行做为提升复杂查询响应时间的杀手锏被很多数据库厂商广泛应用,而其中的部分思想也应用的分布式系统当中,可以说当下硬件架构下并行是执行引擎健壮性的重要体现.

结语:万事皆有因果,一个简单的BUG可以做为回应,但深究可能窥其本质,并且很有意思.技术人需有这种精神.

认为有收获的同学请点赞.

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