Я знаю, что это, вероятно, тривиально для большинства из вас, но я не использовал apply функции все это время. Кроме того, по соображениям производительности я пытаюсь воздержаться от использования for loop и хотел бы использовать вместо него функцию lapply.
(отправка = структура (список (TransactionTimeUt c) = структура (c (1582023318.99033, 1582023319.11, 1582023319.30792, 1582023319.44646, 1582023319.95777, 1582023320.15857), класс = c («POSIXct», «POSIXt»), операция = * * * 10) U («вставить», «вставить», «вставить», «вставить», «вставить», «вставить»), сбор = c («отгрузка», «отгрузка», «отгрузка», «отгрузка», «отгрузка») "," отгрузка "), AppId = c (" logistics.bi.datapublisher "," logistics.bi.datapublisher "," logistics.bi.datapublisher "," logistics.bi.datapublisher "," logistics.bi. datapublisher "," logistics.bi.datapublisher "), Document.ShipmentId = c (" 11058187 "," 11058183 "," 11058185 "," 11058191 "," 11058190 "," 11058196 "), Document.IsFreightForwarded = c (ЛОЖЬ, ЛОЖЬ, ЛОЖЬ, ЛОЖЬ, ЛОЖЬ, ЛОЖЬ), Document.CustomerId = c (38883L, 24826L, 81640L, 27319L, 16306L, 156776L), Document.DispatchDate = st ructure (c (1582002000, 1582002000, 1582002000, 1582002000, 1582002000, 1582002000), класс = c ("POSIXct", "POSIXt"), tzone = "UT C"), Document.ReadyToShipDate = структура ( c (1582014305.557, 1582012026.518, 1582010013.899, 1582014501.524, 1582014852.788, 1582012136.384), класс = c ("POSIXct", "POSIXt"), tzone = "UT C"), Document.ShipDate (). «2020-02-18T05: 00: 00Z», «2020-02-18T05: 00: 00Z», «2020-02-18T05: 00: 00Z», «2020-02-18T05: 00: 00Z», «2020 -02-18T05: 00: 00Z "," 2020-02-18T05: 00: 00Z "), Document.CompletedByUserId = c (22241L, 22241L, 22241L, 22241L, 22241L, 22241L), Document.ShipAttention = c («BAOPING CAO», NA, «CHUNQING CHEN», «WENZHU WU», «SHANSHAN FU», «XIN ZHANG»), Document.ModelVersion = c (2L, 2L, 2L, 2L, 2L, 2L) , Document.ShippedByUserId = c (438L, 438L, 438L, 438L, 438L, 438L), Document.TotalQtyShipped = c (1L, 3L, 2L, 1L, 1L, 1L), Document.Itn = c (NA, NA, NA, NA, NA, NA), Document.ShipmentReference = c ("B11058187", "B11 058183 "," B11058185 "," B11058191 "," B11058190 "," B11058196 "), Document.ConsolidationMethod = c (" 0 "," 0 "," 0 "," 0 "," 0 "," 0 "), Document.ShipmentType = c (" RR "," RR "," RR "," RR "," RR "," RR "), Document.RealShipDate = c (" 2020-02-18T05 : 00: 00Z "," 2020-02-18T05: 00: 00Z "," 2020-02-18T05: 00: 00Z "," 2020-02-18T05: 00: 00Z "," 2020-02-18T05: 00 : 00Z "," 2020-02-18T05: 00: 00Z "), Document.PortOfLading = c (" GUANGZHOU "," GUANGZHOU "," GUANGZHOU "," GUANGZHOU "," GUANGZHOU "," GUANGZHOU "), Document.LeadTrackingNumber = c ("295841879239", "295840702753", "295839545260", "295841999709", "295842158158", "295840755210"), Document.Billing.IsBilled = c (ЛОЖЬ, ЛОЖЬ, ЛОЖЬ , ЛОЖЬ, ЛОЖЬ), Document.Billing.CustomerBilling.IsoCurrencyCode = c ("CNY", "CNY", "CNY", "CNY", "CNY", "CNY"), Document.Billing.CustomerBilling.CompanyId = c (10 л, 10 л, 10 л, 10 л, 10 л, 10 л), Document.Billing.CustomerBilling.IsSAB = c (ЛОЖЬ, ЛОЖЬ, ЛОЖЬ, ЛОЖЬ, ЛОЖЬ, ЛОЖЬ), Document.Billing.CustomerB illing.TermId = c (4 л, 1 л, 1 л, 4 л, 3 л, 1 л), Document.Billing.CustomerBilling.IsDistributor = c (ЛОЖЬ, ЛОЖЬ, ЛОЖЬ, ЛОЖЬ, ЛОЖЬ, ЛОЖЬ), Document.Billing.CustomerBilling.IsBillTax = c (ЛОЖЬ, ЛОЖЬ, ЛОЖЬ, ЛОЖЬ, ЛОЖЬ, ЛОЖЬ), Document.Billing.CustomerBilling.CustomerId = c (38883L, 24826L, 81640L, 27319L, 16306L, 156776L), Document.Billing.CustomerBilling.BillingId = c (12920L, 6510L, 38838L, 7099L, 9036L, 997359L), Document.Billing.CustomerBilling.Address.Division = c ( "", "", "", "", "", ""), Document.Billing.CustomerBilling.Address.IsoCountryCode = c ("CN", "CN", "CN", "CN", " CN "," CN "), Document.Billing.CustomerBilling.Address.AddressId = c (53750L, 34998L, 141602L, 268186L, 40823L, 288577L), Document.Billing.CustomerBilling.Address.City = c (" JIANGSU "," JIANGSU "," BEIJING "," ANHUI "," BEIJING "," GUANGDONG "), Document.Billing.CustomerBilling.Address.AddressLine2 = c (" NANJING ECONOMI C И ЗОНА РАЗВИТИЯ ТЕХНОЛОГИЙ ", "ЗОНА ПРОМЫШЛЕННОГО РАЗВИТИЯ HANJIANG RD", "ДОРОГА LIANGSHUIHE NO.8", "ЗОНА ВЫСОКОТЕХНИЧЕСКОГО РАЗВИТИЯ", "ЗОНА РАЗВИТИЯ LIANDONG U GU", " NANXIN ROAD, NANSHAN DISTRICT "), Document.Billing.CustomerBilling.Address.AddressLine3 = c (" NANJING "," WUXI "," CHANGPING DISTRICT "," GEJIANG DISTRICT WUHU "," MAJUQIAO TOWN SHONZHTZHTZHTHOZHHOZHONTHOG "TONN TOWN SHONZHTZG TONN THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THON THONHOZHON TONG) "), Document.Billing.CustomerBilling.Address.AddressLine1 = c (" NO.11 HENGJING ROAD "," BLOCK 51-A NI-TECH "," ROOM 301 "," HUAXIA SCIENCE PARK 506 "," NO .15 ДЖИНШЕНГ ЮЖНАЯ УЛИЦА "," КОМНАТА 11A2, ЗДАНИЕ SUHAO, "), Document.Billing.CustomerBilling.Address.PostalCode = c (" 210013 "," 214028 "," 102200 "," 241006 "," 101102 " , "518000"), Document.Billing.CustomerBilling.Address.AddressName = c ("Нанкинская технологическая компания Кангни Лтд", "Уси Про-Фа Ко Лтд", "ПЕКИН БАЙХЕТОНГ Механическая и электрическая", " Anhui Huadong Polytechni c Institute "," BEIJING SINBON ELECTRI C CO LTD "," SHENZHEN HONGTAIRUI TECHNOLOGY CO., LTD "), Document.Billing.CustomerBilling.Address.StateCode = c (" "," " , "", "", "", ""), Document.PrecisionConfig.Locale = c ("TEAMRM", "TEAMRM "," TEAMRM "," TEAMRM "," TEAMRM "," TEAMRM "), Document.PrecisionConfig.Client = c (" GZ "," GZ "," GZ "," GZ "," GZ "," GZ "), Document.PrecisionConfig.Language = c (" STE "," STE "," STE "," STE "," STE "," STE "), Document.PrecisionConfig.PackingLocation = c (" GZ "," GZ "," GZ "," GZ "," GZ "," GZ "), Document.Status.ChangedDate = c (" 2020-02-18T10: 55: 18.534Z "," 2020- 02-18T10: 55: 18.122Z "," 2020-02-18T10: 55: 18.329Z "," 2020-02-18T10: 55: 18.94Z "," 2020-02-18T10: 55: 18.846Z "," 2020-02-18T10: 55: 19.471Z "), Document.Status.StatusId = c (4L, 4L, 4L, 4L, 4L, 4L), Document.Status.Description = c (" Отправлено ", «Отправлено», «Отправлено», «Отправлено», «Отправлено», «Отправлено»), Document.TranslationInfo.BillToAddress.City = c ("", "", "", "", "", "" ), Document.TranslationInfo.BillToAddress.Name = c ("",
"<U+65E0><U+9521><U+5E02> <U+65E0><U+9521><U+666E><U+6D1B><U+83F2><U+65AF><U+7535><U+5B50><U+6709><U+9650><U+516C><U+53F8> ",
"<U+5317><U+4EAC><U+67CF><U+548C><U+901A><U+673A><U+7535><U+8BBE><U+5907><U+6709><U+9650><U+516C><U+53F8>",
"<U+4E2D><U+822A><U+534E><U+4E1C><U+5149><U+7535><U+6709><U+9650><U+516C><U+53F8>",
"<U+5317><U+4EAC><U+4FE1><U+90A6><U+7535><U+5B50><U+6709><U+9650><U+516C><U+53F8>",
"<U+6DF1><U+5733><U+5E02><U+9E3F><U+6CF0><U+745E><U+79D1><U+6280><U+6709><U+9650><U+516C><U+53F8>"
), Document.TranslationInfo.BillToAddress.CountryIso = c("CN",
"CN", "CN", "CN", "CN", "CN"), Document.TranslationInfo.BillToAddress.Line3 = c(NA,
NA, NA, NA, NA, NA), Document.TranslationInfo.BillToAddress.Line2 = c(NA,
NA, NA, NA, NA, NA), Document.TranslationInfo.BillToAddress.Line1 = c("<U+5357><U+4EAC><U+5E02><U+7ECF><U+6D4E><U+6280><U+672F><U+5F00><U+53D1><U+533A><U+6052><U+7ADE><U+8DEF>11<U+53F7>",
"<U+65E0><U+9521><U+56FD><U+5BB6><U+9AD8><U+65B0><U+6280><U+672F><U+4EA7><U+4E1A><U+5F00><U+53D1><U+533A>51-A<U+53F7><U+5730><U+5757>",
"<U+5317><U+4EAC><U+5E02><U+660C><U+5E73><U+533A><U+79D1><U+6280><U+56ED><U+533A><U+51C9><U+6C34><U+6CB3><U+8DEF>8<U+53F7>301<U+5BA4>",
"<U+829C><U+6E56><U+9AD8><U+65B0><U+5F00><U+53D1><U+533A><U+534E><U+590F><U+79D1><U+6280><U+56ED>506<U+4FE1><U+7BB1>",
"<U+5317><U+4EAC><U+5E02><U+901A><U+5DDE><U+533A><U+9A6C><U+9A79><U+6865><U+9547><U+8054><U+4E1C>U<U+8C37><U+5F00><U+53D1><U+533A><U+897F><U+533A><U+666F><U+76DB><U+5357><U+56DB><U+8857>15<U+53F7>",
"<U+6DF1><U+5733><U+5E02><U+5357><U+5C71><U+533A><U+5357><U+65B0><U+8DEF><U+82CF><U+8C6A><U+540D><U+53A6>11A2<U+5BA4>"
), Document.TranslationInfo.BillToAddress.State = c("<U+6C5F><U+82CF>",
"<U+6C5F><U+82CF>", "", "<U+5B89><U+5FBD>", "<U+5317><U+4EAC>",
NA), Document.TranslationInfo.SoldToAddress.City = c("<U+5357><U+4EAC>",
"<U+65E0><U+9521>", "<U+5317><U+4EAC>", "<U+829C><U+6E56>",
"<U+5317><U+4EAC>", "<U+5E7F><U+4E1C>"), Document.TranslationInfo.SoldToAddress.Name =
c ("",
"<U+65E0><U+9521><U+5E02> <U+65E0><U+9521><U+666E><U+6D1B><U+83F2><U+65AF><U+7535><U+5B50><U+6709><U+9650><U+516C><U+53F8> ",
"<U+5317><U+4EAC><U+67CF><U+548C><U+901A><U+673A><U+7535><U+8BBE><U+5907><U+6709><U+9650><U+516C><U+53F8>",
"<U+4E2D><U+822A><U+534E><U+4E1C><U+5149><U+7535><U+6709><U+9650><U+516C><U+53F8>",
"<U+5317><U+4EAC><U+4FE1><U+90A6><U+7535><U+5B50><U+6709><U+9650><U+516C><U+53F8>",
"<U+6DF1><U+5733><U+5E02><U+9E3F><U+6CF0><U+745E><U+79D1><U+6280><U+6709><U+9650><U+516C><U+53F8>"
), Document.TranslationInfo.SoldToAddress.CountryIso = c("CN",
"CN", "CN", "CN", "CN", "CN"), Document.TranslationInfo.SoldToAddress.Line3 = c(NA,
NA, NA, NA, NA, NA), Document.TranslationInfo.SoldToAddress.Line2 = c(NA,
NA, NA, NA, NA, NA), Document.TranslationInfo.SoldToAddress.Line1 = c("<U+5357><U+4EAC><U+5E02><U+7ECF><U+6D4E><U+6280><U+672F><U+5F00><U+53D1><U+533A><U+6052><U+7ADE><U+8DEF>11<U+53F7>",
"<U+65E0><U+9521><U+56FD><U+5BB6><U+9AD8><U+65B0><U+6280><U+672F><U+4EA7><U+4E1A><U+5F00><U+53D1><U+533A>51-A<U+53F7><U+5730><U+5757>",
"<U+5317><U+4EAC><U+5E02><U+660C><U+5E73><U+533A><U+79D1><U+6280><U+56ED><U+533A><U+51C9><U+6C34><U+6CB3><U+8DEF>8<U+53F7>301<U+5BA4>",
"<U+829C><U+6E56><U+9AD8><U+65B0><U+5F00><U+53D1><U+533A><U+534E><U+590F><U+79D1><U+6280><U+56ED>506<U+4FE1><U+7BB1>",
"<U+5317><U+4EAC><U+5E02><U+901A><U+5DDE><U+533A><U+9A6C><U+9A79><U+6865><U+9547><U+8054><U+4E1C>U<U+8C37><U+5F00><U+53D1><U+533A><U+897F><U+533A><U+666F><U+76DB><U+5357><U+56DB><U+8857>15<U+53F7>",
"<U+6DF1><U+5733><U+5E02><U+5357><U+5C71><U+533A><U+5357><U+65B0><U+8DEF><U+82CF><U+8C6A><U+540D><U+53A6>11A2<U+5BA4>"
), Document.TranslationInfo.SoldToAddress.State = c("<U+6C5F><U+82CF>",
"<U+6C5F><U+82CF>", "", "<U+5B89><U+5FBD>", "<U+5317><U+4EAC>",
NA), Document.TranslationInfo.ShipToAddress.City = c("<U+5357><U+4EAC>",
"<U+65E0><U+9521>", "<U+5317><U+4EAC>", "<U+829C><U+6E56>",
"<U+5317><U+4EAC>", "<U+5E7F><U+4E1C>"), Document.TranslationInfo.ShipToAddress.Name =
c ("", *) 1030 *
"<U+65E0><U+9521><U+5E02> <U+65E0><U+9521><U+666E><U+6D1B><U+83F2><U+65AF><U+7535><U+5B50><U+6709><U+9650><U+516C><U+53F8> ",
"<U+5317><U+4EAC><U+67CF><U+548C><U+901A><U+673A><U+7535><U+8BBE><U+5907><U+6709><U+9650><U+516C><U+53F8>",
"<U+4E2D><U+822A><U+534E><U+4E1C><U+5149><U+7535><U+6709><U+9650><U+516C><U+53F8>",
"<U+5317><U+4EAC><U+4FE1><U+90A6><U+7535><U+5B50><U+6709><U+9650><U+516C><U+53F8>",
"<U+6DF1><U+5733><U+5E02><U+9E3F><U+6CF0><U+745E><U+79D1><U+6280><U+6709><U+9650><U+516C><U+53F8>"
), Document.TranslationInfo.ShipToAddress.CountryIso = c("CN",
"CN", "CN", "CN", "CN", "CN"), Document.TranslationInfo.ShipToAddress.Line3 = c(NA,
NA, NA, NA, NA, NA), Document.TranslationInfo.ShipToAddress.Line2 = c(NA,
NA, NA, NA, NA, NA), Document.TranslationInfo.ShipToAddress.Line1 = c("<U+5357><U+4EAC><U+5E02><U+7ECF><U+6D4E><U+6280><U+672F><U+5F00><U+53D1><U+533A><U+6052><U+7ADE><U+8DEF>11<U+53F7>",
"<U+9521><U+592A><U+516C><U+8DEF><U+5EF6><U+7965><U+8DEF><U+666E><U+6D1B><U+65AF><U+9E45><U+6E56><U+7269><U+6D41><U+56ED><U+533A>B3-1<U+5E93>
18888048952/13771174954 () ",
"<U+5317><U+4EAC><U+5E02><U+660C><U+5E73><U+533A><U+79D1><U+6280><U+56ED><U+533A><U+51C9><U+6C34><U+6CB3><U+8DEF>8<U+53F7>301<U+5BA4>",
"<U+829C><U+6E56><U+9AD8><U+65B0><U+5F00><U+53D1><U+533A><U+534E><U+590F><U+79D1><U+6280><U+56ED> (<U+8BF7><U+7528><U+987A><U+4E30><U+53D1>,<U+968F><U+8D27><U+9644><U+5408><U+683C><U+8BC1>)",
"<U+5317><U+4EAC><U+5E02><U+901A><U+5DDE><U+533A><U+9A6C><U+9A79><U+6865><U+9547><U+8054><U+4E1C>U<U+8C37><U+5F00><U+53D1><U+533A><U+897F><U+533A><U+666F><U+76DB><U+5357><U+56DB><U+8857>15<U+53F7>
", "11A2"), Document.TranslationInfo.ShipToAddress.State = c ("", " "," "," "," ", NA), Document.ShipFromFacility.Code = c (" GZ "," GZ "," GZ "," GZ "," GZ "," GZ "), документ .ShipFromFacility.PackingLocation = c ("GZ", "GZ", "GZ", "GZ", "GZ", "GZ"), Document.EndOfDayData.EodStartedDate = c ("2020-02-18T10 : 55: 16.039Z "," 2020-02-18T10: 55: 16.039Z "," 2020-02-18T10: 55: 16.039Z "," 2020-02-18T10: 55: 16.039Z "," 2020-02 -18T10: 55: 16.039Z "," 2020-02-18T10: 55: 16.039Z "), Document.EndOfDayData.EndOfDayId = c (" 5e4bc2944ad0b20a788c9f58 "," 5e4bc2944ad0b20a788c9f58b885885885885885885959 "5955959B5B5B5B5B5B5B5B5B5B5B5B5B5B5B5B5B5B5B5505955955955955955955955955955955955955955955955955955955955955955955955958959 5105955959 510 5 5 5 5 5 5 6 -10T: 55: 16.039Z", "2020-02-18T10: 55: 16.039Z"), Document.EndOfDayData. 5e4bc2944ad0b20a788c9f58 "," 5e4bc2944ad0b20a788c9f58 "), Document.ShipTo. FacilityCode = c (NA, NA, NA, NA, NA, NA, NA), Document.ShipTo.LocationId = c (46484L, 305058L, 109551L, 32449L, 36327L, 340964L), Document.ShipTo.Description = c ("Nanjing Kangni Technology Industry Co., Ltd.", "WUXI PRO-FACE CO., LTD", "BEIJING BAIHETONG Mechanical & Electrical", "Anhui Huadong Polytechni c Institute", "BEIJING SINBON ELECTRONICS CO LTD") , "SHENZHEN HONGTAIRUI TECHNOLOGY CO., LTD"), Document.ShipTo.Address.CountryId = c (42L, 42L, 42L, 42L, 42L, 42L), Document.ShipTo.Address.Name = c (" Nanjing Kangni Technology Industry Co., Ltd. "," WUXI PRO-FACE CO., LTD "," BEIJING BAIHETONG Mechanical & Electrical "," Anhui Huadong Polytechni c Institute "," BEIJING SINBON ELECTRONICS CO LTD "," ШЭНЬЧЖЭНЬ " HONGTAIRUI TECHNOLOGY CO., LTD "), Document.ShipTo.Address.CountryCode = c (" CN "," CN "," CN "," CN "," CN "," CN "), Document.ShipTo. Address.Locality = c ("JIANGSU", "WUXI", "BEIJING", "ANHUI", "BEIJING", "GUANGDONG"), Document.ShipTo.Address.Country = c ("CH ИНА "," КИТАЙ "," КИТАЙ "," КИТАЙ "," КИТАЙ "," КИТАЙ "), Document.ShipTo.Address.CompanyId = c (0L, 0L, 0L, 0L, 0L, 0L), Документ .ShipTo.Address.AdministrativeArea = c (NA, NA, NA, NA, NA, NA), Document.ShipTo.Address.AddressLine2 = c ("NANJING ECONOMI C И ЗОНА РАЗВИТИЯ ТЕХ», "Xitai" Дорога Янсян Роуд "," NO.8 LIANGSHUIHE ROAD "," ВЫСОКОТЕХНОЛОГИЧЕСКАЯ ЗОНА РАЗВИТИЯ "," LIANDONG U GU DEVELOPMENT ZONE "," NANXIN ROAD, NANSHAN DISTRICT "), Document.ShipTo.Address.AddressLine3 = c ( "NANJING", "", "CHANGPING DISTRICT", "GEJIANG DISTRICT WUHU", "MAJUQIAO TOWN TONGZHOU DISTRICT", "SHENZHEN"), Document.ShipTo.Address.AddressLine1 = c ("NO.11 HENGJING" "B3-1, GLP Logitics Park", "ROOM 301", "HUAXIA SCIENCE PARK 506", "2 / F NO.15 JINGSHENG SOUTH 4 STREET", "ROOM 11A2, SUHAO BUILDING,"), Document.ShipTo.Address .PostalCode = c ("210013", "214028", "102200", "241006", "101102", "518000"), Document.ShipTo.Address.Organization = c (NA, NA, NA, NA, NA, NA), Document.ShipTo.A ddress.StateId = c (NA, NA, NA, NA, NA, NA), Document.ShipTo.Address.Id = c (53751L, 241741L, 141603L, 36180L, 40824L, 288577L), Document.ShipTo. Address.StateCode = c (NA, NA, NA, NA, NA, NA, NA), Document.Freight.ShipVia = c ("SF EXPRESS", "SF EXPRESS", "SF EXPRESS "," SF EXPRESS "," SF EXPRESS "," SF EXPRESS "), Document.Freight.FreightBill = c (NA, NA, NA, NA, NA, NA), Document.Freight .TransportMode = c («40», «40», «40», «40», «40», «40»), Document.Freight.ServiceLevel = c («Приоритетная доставка», «Приоритетная доставка» »,« Приоритетная доставка »,« Приоритетная доставка »,« Приоритетная доставка »,« Приоритетная доставка »), Document.Freight.Carrier = c (« FedEx GZ »,« FedEx GZ »,« FedEx GZ »,« FedEx » GZ "," FedEx GZ "," FedEx GZ "), Document.Freight.ServiceOption = c (NA, NA, NA, NA, NA, NA), Document.Freight.FreightCharge = c (0, 0 , 0, 0, 0, 0)), class = "data.frame", row.names = c (NA, -6L)), orders = структура (список (Document.ShipmentId = c ("11058187) "," 11058183 "," 11058183 "," 11058 183 "," 11058185 "," 11058185 "," 11058191 "," 11058190 "," 11058196 "), SourceType = c (" Samte c "," Samte c "," Samte c " , 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