Fastest way to perform nested bulk inserts with sc

2019-01-03 03:16发布

In one of our (C#) applications we are inserting/updating a large graph (100's of inserts and updates). This is wrapped in a transaction because I need the entire thing to rollback in case of an error. We are using Dapper to execute the SQL statements.

Unfortunately the entire operation is currently taking between 2 to 8 seconds. That's 2 to 8 seconds the core tables in our database are locked, causing other applications to hang or to suffer from the locks.

I determined that one of the operations, inserts to a table containing over 120 million records, is taking up most of the time, but I'm not sure how I could optimize this.

Roughly, that table graph is set up as follows:

table A (
  id int primary_key,
  name nvarchar
)

table B (
    id int primary_key,
    a_id int foreign_key, # has an index
    name nvarchar
)

When inserting data into A I also need to insert corresponding data into B. Thus, I'm using scope_identity() to get the id of the record and use it when inserting records into B.

Pseudo-wise this looks as follows:

# open transaction
# perform other table inserts
#
# this is one of the slowest operations
for item in list_a
    id_a = exec "insert into A (name) values (" + item.name + "); select scope_identity() as int"

    for bar in item.list_b
        exec "insert into B (id_a, name) values (" + id_a + ", " + bar.name + ")"
#
# perform more operations
# commit transaction

When Googling this, one of the solutions is to wrap this in a transaction. But I don't know what the performance would be because this is already wrapped in the parent transaction. Would it solve the issue?

A second solution is given by inserting the records using a union all select..., but don't know if I could use the scope_identity() in that call.

How can I improve this particular case? What are some other things I can do to speed up the operation or to prevent other applications to suffer from these locks?

1条回答
做个烂人
2楼-- · 2019-01-03 04:12

I've written something like this before, but in the end didn't get the chance to test it for performance.
To inserts data into 2 related table I've used a single stored procedure and some sql tricks like table valued parameters, merge and output clause.
Here is a sample script:

First, create the sample tables: tblBase and tblRelated are linked with a one to many foreign key.

CREATE TABLE tblBase 
(
    base_id int identity(1,1) primary key, 
    base_data int
); 

CREATE TABLE tblRelated
(
    related_base_id int foreign key references tblBase (base_id), 
    related_Id int identity(1,1) primary key, 
    related_data int
);

Now that we have sample tables, we can start creating the stored procedure for insert.

Create user defined table types:
For this stored procedure, we need to use three user defined table types:
One for the base table,
one for the related table,
and one to map the temporary id to the database-assigned id.

CREATE TYPE udt_base As Table
(
    base_id int,
    base_temp_id int,  -- NOTE: when populating the table valued parameters, this column holds the id used to connect the base and related tables.

    base_data int  
);

CREATE TYPE udt_related As Table
(
    related_base_id int,
    related_data int
);

CREATE TYPE udt_idMap as table
(
    temp_id int,
    id int
)
GO

Create the stored procedure:
Now that we have the user defined types, we can create the stored procedure to use them.

CREATE PROCEDURE stp_InsertMultipleRecordsToMultipleTables
(
    @base as dbo.udt_base readonly,
    @related as dbo.udt_related readonly
)
AS

DECLARE @idMap as dbo.udt_idMap
MERGE INTO tblBase USING @base AS temp ON 1 = 0 -- Always not matched
WHEN NOT MATCHED THEN
    INSERT (base_data)
    VALUES (temp.base_data)
    OUTPUT temp.base_temp_id, inserted.base_id -- Here we use the base_temp_id to map to the correct id
    INTO @idMap (temp_id, id);

INSERT INTO tblRelated(related_base_id, related_data)
SELECT id, related_data
FROM @related r
INNER JOIN @idMap m ON(r.related_base_id = m.temp_id) -- here we use the map to insert the related records with the correct base ids


GO

Testing:
Tested on 10 records in the base table and a 1000 records in the related table, executed in less then 1 second.
Here is the script for the test:

-- declare and populate table parameters to send to the procedure
DECLARE @base as dbo.udt_base,
        @related as dbo.udt_related

INSERT INTO @base (base_temp_id, base_data) VALUES 
(10, 10), (20, 20), (30, 30), (40, 40), (50, 50), (60, 60), (70, 70), (80, 80), (90, 90), (100, 100)

INSERT INTO @related(related_base_id, related_data) VALUES 
(10, 100), (10, 101), (10, 102), (10, 103), (10, 104), (10, 105), (10, 106), (10, 107), (10, 108), (10, 109), 
(10, 110), (10, 111), (10, 112), (10, 113), (10, 114), (10, 115), (10, 116), (10, 117), (10, 118), (10, 119), 
(10, 120), (10, 121), (10, 122), (10, 123), (10, 124), (10, 125), (10, 126), (10, 127), (10, 128), (10, 129), 
(10, 130), (10, 131), (10, 132), (10, 133), (10, 134), (10, 135), (10, 136), (10, 137), (10, 138), (10, 139), 
(10, 140), (10, 141), (10, 142), (10, 143), (10, 144), (10, 145), (10, 146), (10, 147), (10, 148), (10, 149), 
(10, 150), (10, 151), (10, 152), (10, 153), (10, 154), (10, 155), (10, 156), (10, 157), (10, 158), (10, 159), 
(10, 160), (10, 161), (10, 162), (10, 163), (10, 164), (10, 165), (10, 166), (10, 167), (10, 168), (10, 169), 
(10, 170), (10, 171), (10, 172), (10, 173), (10, 174), (10, 175), (10, 176), (10, 177), (10, 178), (10, 179), 
(10, 180), (10, 181), (10, 182), (10, 183), (10, 184), (10, 185), (10, 186), (10, 187), (10, 188), (10, 189), 
(10, 190), (10, 191), (10, 192), (10, 193), (10, 194), (10, 195), (10, 196), (10, 197), (10, 198), (10, 199), 
(20, 200), (20, 201), (20, 202), (20, 203), (20, 204), (20, 205), (20, 206), (20, 207), (20, 208), (20, 209), 
(20, 210), (20, 211), (20, 212), (20, 213), (20, 214), (20, 215), (20, 216), (20, 217), (20, 218), (20, 219), 
(20, 220), (20, 221), (20, 222), (20, 223), (20, 224), (20, 225), (20, 226), (20, 227), (20, 228), (20, 229), 
(20, 230), (20, 231), (20, 232), (20, 233), (20, 234), (20, 235), (20, 236), (20, 237), (20, 238), (20, 239), 
(20, 240), (20, 241), (20, 242), (20, 243), (20, 244), (20, 245), (20, 246), (20, 247), (20, 248), (20, 249), 
(20, 250), (20, 251), (20, 252), (20, 253), (20, 254), (20, 255), (20, 256), (20, 257), (20, 258), (20, 259), 
(20, 260), (20, 261), (20, 262), (20, 263), (20, 264), (20, 265), (20, 266), (20, 267), (20, 268), (20, 269), 
(20, 270), (20, 271), (20, 272), (20, 273), (20, 274), (20, 275), (20, 276), (20, 277), (20, 278), (20, 279), 
(20, 280), (20, 281), (20, 282), (20, 283), (20, 284), (20, 285), (20, 286), (20, 287), (20, 288), (20, 289), 
(20, 290), (20, 291), (20, 292), (20, 293), (20, 294), (20, 295), (20, 296), (20, 297), (20, 298), (20, 299), 
(30, 300), (30, 301), (30, 302), (30, 303), (30, 304), (30, 305), (30, 306), (30, 307), (30, 308), (30, 309), 
(30, 310), (30, 311), (30, 312), (30, 313), (30, 314), (30, 315), (30, 316), (30, 317), (30, 318), (30, 319), 
(30, 320), (30, 321), (30, 322), (30, 323), (30, 324), (30, 325), (30, 326), (30, 327), (30, 328), (30, 329), 
(30, 330), (30, 331), (30, 332), (30, 333), (30, 334), (30, 335), (30, 336), (30, 337), (30, 338), (30, 339), 
(30, 340), (30, 341), (30, 342), (30, 343), (30, 344), (30, 345), (30, 346), (30, 347), (30, 348), (30, 349), 
(30, 350), (30, 351), (30, 352), (30, 353), (30, 354), (30, 355), (30, 356), (30, 357), (30, 358), (30, 359), 
(30, 360), (30, 361), (30, 362), (30, 363), (30, 364), (30, 365), (30, 366), (30, 367), (30, 368), (30, 369), 
(30, 370), (30, 371), (30, 372), (30, 373), (30, 374), (30, 375), (30, 376), (30, 377), (30, 378), (30, 379), 
(30, 380), (30, 381), (30, 382), (30, 383), (30, 384), (30, 385), (30, 386), (30, 387), (30, 388), (30, 389), 
(30, 390), (30, 391), (30, 392), (30, 393), (30, 394), (30, 395), (30, 396), (30, 397), (30, 398), (30, 399), 
(40, 400), (40, 401), (40, 402), (40, 403), (40, 404), (40, 405), (40, 406), (40, 407), (40, 408), (40, 409), 
(40, 410), (40, 411), (40, 412), (40, 413), (40, 414), (40, 415), (40, 416), (40, 417), (40, 418), (40, 419), 
(40, 420), (40, 421), (40, 422), (40, 423), (40, 424), (40, 425), (40, 426), (40, 427), (40, 428), (40, 429), 
(40, 430), (40, 431), (40, 432), (40, 433), (40, 434), (40, 435), (40, 436), (40, 437), (40, 438), (40, 439), 
(40, 440), (40, 441), (40, 442), (40, 443), (40, 444), (40, 445), (40, 446), (40, 447), (40, 448), (40, 449), 
(40, 450), (40, 451), (40, 452), (40, 453), (40, 454), (40, 455), (40, 456), (40, 457), (40, 458), (40, 459), 
(40, 460), (40, 461), (40, 462), (40, 463), (40, 464), (40, 465), (40, 466), (40, 467), (40, 468), (40, 469), 
(40, 470), (40, 471), (40, 472), (40, 473), (40, 474), (40, 475), (40, 476), (40, 477), (40, 478), (40, 479), 
(40, 480), (40, 481), (40, 482), (40, 483), (40, 484), (40, 485), (40, 486), (40, 487), (40, 488), (40, 489), 
(40, 490), (40, 491), (40, 492), (40, 493), (40, 494), (40, 495), (40, 496), (40, 497), (40, 498), (40, 499), 
(50, 500), (50, 501), (50, 502), (50, 503), (50, 504), (50, 505), (50, 506), (50, 507), (50, 508), (50, 509), 
(50, 510), (50, 511), (50, 512), (50, 513), (50, 514), (50, 515), (50, 516), (50, 517), (50, 518), (50, 519), 
(50, 520), (50, 521), (50, 522), (50, 523), (50, 524), (50, 525), (50, 526), (50, 527), (50, 528), (50, 529), 
(50, 530), (50, 531), (50, 532), (50, 533), (50, 534), (50, 535), (50, 536), (50, 537), (50, 538), (50, 539), 
(50, 540), (50, 541), (50, 542), (50, 543), (50, 544), (50, 545), (50, 546), (50, 547), (50, 548), (50, 549), 
(50, 550), (50, 551), (50, 552), (50, 553), (50, 554), (50, 555), (50, 556), (50, 557), (50, 558), (50, 559), 
(50, 560), (50, 561), (50, 562), (50, 563), (50, 564), (50, 565), (50, 566), (50, 567), (50, 568), (50, 569), 
(50, 570), (50, 571), (50, 572), (50, 573), (50, 574), (50, 575), (50, 576), (50, 577), (50, 578), (50, 579), 
(50, 580), (50, 581), (50, 582), (50, 583), (50, 584), (50, 585), (50, 586), (50, 587), (50, 588), (50, 589), 
(50, 590), (50, 591), (50, 592), (50, 593), (50, 594), (50, 595), (50, 596), (50, 597), (50, 598), (50, 599), 
(60, 600), (60, 601), (60, 602), (60, 603), (60, 604), (60, 605), (60, 606), (60, 607), (60, 608), (60, 609), 
(60, 610), (60, 611), (60, 612), (60, 613), (60, 614), (60, 615), (60, 616), (60, 617), (60, 618), (60, 619), 
(60, 620), (60, 621), (60, 622), (60, 623), (60, 624), (60, 625), (60, 626), (60, 627), (60, 628), (60, 629), 
(60, 630), (60, 631), (60, 632), (60, 633), (60, 634), (60, 635), (60, 636), (60, 637), (60, 638), (60, 639), 
(60, 640), (60, 641), (60, 642), (60, 643), (60, 644), (60, 645), (60, 646), (60, 647), (60, 648), (60, 649), 
(60, 650), (60, 651), (60, 652), (60, 653), (60, 654), (60, 655), (60, 656), (60, 657), (60, 658), (60, 659), 
(60, 660), (60, 661), (60, 662), (60, 663), (60, 664), (60, 665), (60, 666), (60, 667), (60, 668), (60, 669), 
(60, 670), (60, 671), (60, 672), (60, 673), (60, 674), (60, 675), (60, 676), (60, 677), (60, 678), (60, 679), 
(60, 680), (60, 681), (60, 682), (60, 683), (60, 684), (60, 685), (60, 686), (60, 687), (60, 688), (60, 689), 
(60, 690), (60, 691), (60, 692), (60, 693), (60, 694), (60, 695), (60, 696), (60, 697), (60, 698), (60, 699), 
(70, 700), (70, 701), (70, 702), (70, 703), (70, 704), (70, 705), (70, 706), (70, 707), (70, 708), (70, 709), 
(70, 710), (70, 711), (70, 712), (70, 713), (70, 714), (70, 715), (70, 716), (70, 717), (70, 718), (70, 719), 
(70, 720), (70, 721), (70, 722), (70, 723), (70, 724), (70, 725), (70, 726), (70, 727), (70, 728), (70, 729), 
(70, 730), (70, 731), (70, 732), (70, 733), (70, 734), (70, 735), (70, 736), (70, 737), (70, 738), (70, 739), 
(70, 740), (70, 741), (70, 742), (70, 743), (70, 744), (70, 745), (70, 746), (70, 747), (70, 748), (70, 749), 
(70, 750), (70, 751), (70, 752), (70, 753), (70, 754), (70, 755), (70, 756), (70, 757), (70, 758), (70, 759), 
(70, 760), (70, 761), (70, 762), (70, 763), (70, 764), (70, 765), (70, 766), (70, 767), (70, 768), (70, 769), 
(70, 770), (70, 771), (70, 772), (70, 773), (70, 774), (70, 775), (70, 776), (70, 777), (70, 778), (70, 779), 
(70, 780), (70, 781), (70, 782), (70, 783), (70, 784), (70, 785), (70, 786), (70, 787), (70, 788), (70, 789), 
(70, 790), (70, 791), (70, 792), (70, 793), (70, 794), (70, 795), (70, 796), (70, 797), (70, 798), (70, 799), 
(80, 800), (80, 801), (80, 802), (80, 803), (80, 804), (80, 805), (80, 806), (80, 807), (80, 808), (80, 809), 
(80, 810), (80, 811), (80, 812), (80, 813), (80, 814), (80, 815), (80, 816), (80, 817), (80, 818), (80, 819), 
(80, 820), (80, 821), (80, 822), (80, 823), (80, 824), (80, 825), (80, 826), (80, 827), (80, 828), (80, 829), 
(80, 830), (80, 831), (80, 832), (80, 833), (80, 834), (80, 835), (80, 836), (80, 837), (80, 838), (80, 839), 
(80, 840), (80, 841), (80, 842), (80, 843), (80, 844), (80, 845), (80, 846), (80, 847), (80, 848), (80, 849), 
(80, 850), (80, 851), (80, 852), (80, 853), (80, 854), (80, 855), (80, 856), (80, 857), (80, 858), (80, 859), 
(80, 860), (80, 861), (80, 862), (80, 863), (80, 864), (80, 865), (80, 866), (80, 867), (80, 868), (80, 869), 
(80, 870), (80, 871), (80, 872), (80, 873), (80, 874), (80, 875), (80, 876), (80, 877), (80, 878), (80, 879), 
(80, 880), (80, 881), (80, 882), (80, 883), (80, 884), (80, 885), (80, 886), (80, 887), (80, 888), (80, 889), 
(80, 890), (80, 891), (80, 892), (80, 893), (80, 894), (80, 895), (80, 896), (80, 897), (80, 898), (80, 899), 
(90, 900), (90, 901), (90, 902), (90, 903), (90, 904), (90, 905), (90, 906), (90, 907), (90, 908), (90, 909), 
(90, 910), (90, 911), (90, 912), (90, 913), (90, 914), (90, 915), (90, 916), (90, 917), (90, 918), (90, 919), 
(90, 920), (90, 921), (90, 922), (90, 923), (90, 924), (90, 925), (90, 926), (90, 927), (90, 928), (90, 929), 
(90, 930), (90, 931), (90, 932), (90, 933), (90, 934), (90, 935), (90, 936), (90, 937), (90, 938), (90, 939), 
(90, 940), (90, 941), (90, 942), (90, 943), (90, 944), (90, 945), (90, 946), (90, 947), (90, 948), (90, 949), 
(90, 950), (90, 951), (90, 952), (90, 953), (90, 954), (90, 955), (90, 956), (90, 957), (90, 958), (90, 959), 
(90, 960), (90, 961), (90, 962), (90, 963), (90, 964), (90, 965), (90, 966), (90, 967), (90, 968), (90, 969), 
(90, 970), (90, 971), (90, 972), (90, 973), (90, 974), (90, 975), (90, 976), (90, 977), (90, 978), (90, 979), 
(90, 980), (90, 981), (90, 982), (90, 983), (90, 984), (90, 985), (90, 986), (90, 987), (90, 988), (90, 989), 
(90, 990), (90, 991), (90, 992), (90, 993), (90, 994), (90, 995), (90, 996), (90, 997), (90, 998), (90, 999), 
(100, 1000), (100, 1001), (100, 1002), (100, 1003), (100, 1004), (100, 1005), (100, 1006), (100, 1007), (100, 1008), (100, 1009), 
(100, 1010), (100, 1011), (100, 1012), (100, 1013), (100, 1014), (100, 1015), (100, 1016), (100, 1017), (100, 1018), (100, 1019), 
(100, 1020), (100, 1021), (100, 1022), (100, 1023), (100, 1024), (100, 1025), (100, 1026), (100, 1027), (100, 1028), (100, 1029), 
(100, 1030), (100, 1031), (100, 1032), (100, 1033), (100, 1034), (100, 1035), (100, 1036), (100, 1037), (100, 1038), (100, 1039), 
(100, 1040), (100, 1041), (100, 1042), (100, 1043), (100, 1044), (100, 1045), (100, 1046), (100, 1047), (100, 1048), (100, 1049), 
(100, 1050), (100, 1051), (100, 1052), (100, 1053), (100, 1054), (100, 1055), (100, 1056), (100, 1057), (100, 1058), (100, 1059), 
(100, 1060), (100, 1061), (100, 1062), (100, 1063), (100, 1064), (100, 1065), (100, 1066), (100, 1067), (100, 1068), (100, 1069), 
(100, 1070), (100, 1071), (100, 1072), (100, 1073), (100, 1074), (100, 1075), (100, 1076), (100, 1077), (100, 1078), (100, 1079), 
(100, 1080), (100, 1081), (100, 1082), (100, 1083), (100, 1084), (100, 1085), (100, 1086), (100, 1087), (100, 1088), (100, 1089), 
(100, 1090), (100, 1091), (100, 1092), (100, 1093), (100, 1094), (100, 1095), (100, 1096), (100, 1097), (100, 1098), (100, 1099)

-- execute the stored procedure
EXEC stp_InsertMultipleRecordsToMultipleTables @base, @related

-- test that the values are correct
SELECT *
FROM tblBase 
INNER JOIN tblRelated ON(base_id = related_base_id)

Clean up:

DROP TABLE tblRelated;
DROP TABLE tblBase;
DROP PROCEDURE stp_InsertMultipleRecordsToMultipleTables;
DROP TYPE udt_base;
DROP TYPE udt_related;
DROP TYPE udt_idMap;
GO
查看更多
登录 后发表回答