The  .vectors.get  algorithm - Neptune Analytics

The  .vectors.get  algorithm

The .vectors.get algorithm retrieves the embedding for a node.

.vectors.get  syntax

MATCH( n {`~id`: "the ID of the node"} ) CALL neptune.algo.vectors.get(n) YIELD embedding RETURN n, embedding

.vectors.get  input

  • a source node or nodes   (required)   –   type: Node[] or NodeId[];   default: none.

    The result of a MATCH statement that produces the node(s) for which you want to retrieve the embedding.

Warning

Be careful to limit MATCH(n) so that it doesn't return a large number of nodes. Keep in mind that every source node in the n result invokes .vectors.get once. Too many inputs can therefore result in very long runtimes. Use LIMIT or put conditions on the MATCH clause to restrict its output appropriately.

.vectors.get  outputs

For each source node provided:

  • node   –   The source node.

  • embedding   –   The embedding of that source node.

.vectors.get  query example

MATCH ( n {`~id`: "0"} ) CALL neptune.algo.vectors.get(n) YIELD embedding RETURN n, embedding

Sample  .vectors.get  output

Here is an example of the output returned by .vectors.get when run against the sample Wikipedia dataset using the following query:

aws neptune-graph execute-query \ --graph-identifier ${graphIdentifier} \ --query-string "MATCH ( n {`~id`: '0'} ) CALL neptune.algo.vectors.get(n) YIELD embedding RETURN n, embedding" \ --language open_cypher \ /tmp/out.txt { "results": [ { "n": { "~id": "0", "~entityType": "node", "~labels": [], "~properties": { "title": "24-hour clock", "views": 2450.62548828125, "wiki_id": 9985, "paragraph_id": 0, "url": "https://simple.wikipedia.org/wiki?curid=9985", "langs": 30, "text": "The 24-hour clock is a way of telling the time in which the day runs from midnight to midnight and is divided into 24 hours\\, numbered from 0 to 23. It does not use a.m. or p.m. This system is also referred to (only in the US and the English speaking parts of Canada) as military time or (only in the United Kingdom and now very rarely) as continental time. In some parts of the world\\, it is called railway time. Also\\, the international standard notation of time (ISO 8601) is based on this format." } }, "embedding": [ 0.07711287587881088, 0.3197174072265625, -0.2051590085029602, 0.6302579045295715, 0.032093219459056857, 0.200703963637352, 0.16665680706501008, -0.31295087933540347, 0.17575109004974366, 0.5308129191398621, -0.37528499960899355, 0.3338659405708313, -0.046272162348032, 0.07841536402702332, -0.3490406274795532, 0.27182886004447939, 0.3073517680168152, -0.08306130766868592, 0.5035958886146545, 0.254621684551239, -0.40407684445381167, 0.28878292441368105, -0.22588828206062318, -0.13185778260231019, -0.21559733152389527, 0.4900434613227844, 0.03866531699895859, 0.507415771484375, -0.3067346513271332, 0.10740984976291657, 0.08998646587133408, -0.2652775049209595, -0.28492602705955508, 0.33600345253944399, -0.27227747440338137, 0.3691731095314026, -0.2815995514392853, 0.0856710895895958, -0.13187488913536073, 0.4753035008907318, -0.2241700142621994, 0.20263174176216126, 0.4390721619129181, 0.06424559652805329, 0.2463042289018631, -0.39631763100624087, 0.2971232533454895, 0.2415716052055359, -0.02803819440305233, 0.32105034589767458, -0.02222033031284809, -0.008510420098900795, -0.00032598740654066205, 0.031057516112923623, -0.5332233309745789, 0.45022767782211306, -0.6829474568367004, 1.3313145637512208, 0.19445496797561646, -0.15697629749774934, -0.09996363520622254, -0.2786232829093933, -0.09833164513111115, -0.17644722759723664, 0.11717787384986878, 0.2820119559764862, 0.029635537415742875, 0.5247654914855957, 0.5323811173439026, -0.06254086643457413, -0.05274389684200287, 0.3877565860748291, 0.43260684609413149, 0.5207982063293457, -0.27160540223121645, -0.06000519543886185, -0.032806672155857089, -0.3594319522380829, 0.4218965470790863, -0.3766363263130188, 0.44727250933647158, -0.04586323723196983, 0.06902860850095749, 0.3030509352684021, 0.18945887684822083, 0.21681705117225648, -0.014492596499621868, -0.38649576902389529, -0.1129651814699173, 0.050081491470336917, -0.01697717048227787, 0.1415158063173294, -0.3284287750720978, -0.02309800498187542, -0.2051207274198532, -0.017861712723970414, -0.07372242212295532, -0.12263767421245575, 0.21828559041023255, -0.36898064613342287, 0.3558262288570404, -0.16924124956130982, -0.31757786870002749, 0.5452765226364136, 0.24666202068328858, -0.08289600908756256, -0.14674079418182374, -0.18049933016300202, 0.3646247982978821, 0.42489132285118105, 0.0909421369433403, -0.1764664500951767, 0.22471413016319276, 0.049531541764736179, -0.022898104041814805, 0.08607156574726105, 0.14532636106014253, -0.205774188041687, -0.3457978069782257, -1.2771626710891724, 0.2826114892959595, 0.2066900134086609, -0.3884444832801819, -0.3564482629299164, -0.25118574500083926, -0.728326141834259, 0.5217206478118897, -0.43305152654647829, 0.3510914444923401, 0.5106240510940552, -0.11594267934560776, 0.43993058800697329, 0.25412991642951968, 0.4275965392589569, 0.1463870108127594, 0.3510439395904541, 0.1619710624217987, 0.11160195618867874, -0.22760489583015443, -0.23652249574661256, 0.05374380201101303, 0.7251803278923035, -0.13991153240203858, 0.9363659024238586, -0.05858418717980385, 0.5233941674232483, 0.12388131022453308, 0.6248424649238586, -0.11751417070627213, 0.09689709544181824, 0.7467237710952759, 0.2247271090745926, -0.6747357845306397, -0.16039365530014039, -0.41555172204971316, -0.04566565155982971, 0.21260707080364228, 0.2549103796482086, 0.24795542657375337, 0.5625612735748291, 0.8036459684371948, 0.15800043940544129, 0.04797195643186569, -0.15839435160160066, -0.06506697088479996, -0.2577322721481323, 0.3262946903705597, 0.5458049178123474, 0.616370439529419, -0.35092639923095705, 0.048758912831544879, 0.11522434651851654, 0.04175107553601265, -0.12269306182861328, 0.1227836161851883, 0.4020257890224457, 0.07093577086925507, -0.1880340874195099, 0.5334663391113281, 0.46888044476509097, 0.18104688823223115, 0.30756646394729617, 0.29316428303718569, -0.10604366660118103, 0.44999250769615176, 0.18227706849575044, 0.5962150692939758, 0.38278165459632876, -0.40461188554763796, 0.17775404453277589, -0.16349074244499207, 0.06950787454843521, 0.7547341585159302, -0.4842711389064789, 0.4062837064266205, 0.09000574052333832, 0.03859427571296692, 0.24143263697624207, -0.3383118510246277, 0.3363209366798401, 0.10778547078371048, 0.3429640233516693, -0.20395530760288239, 0.011477324180305004, 0.6145590543746948, -0.5488739609718323, -0.26194247603416445, -0.09723474085330963, -0.19020821154117585, -0.18068274855613709, 0.1601778119802475, 0.038950759917497638, 0.6372026205062866, -0.12897184491157533, 0.10720998793840409, 0.13482464849948884, -0.07540713250637055, -0.0881727784872055, 0.5626690983772278, -0.31975486874580386, -0.029084375128149987, 0.43618619441986086, 0.32975345849990847, -0.4053913652896881, 0.15788795053958894, -0.3212168216705322, -0.20272433757781983, -0.8973743319511414, 0.060059018433094028, -0.014103145338594914, -0.3387225568294525, -0.49839726090431216, -0.011007139459252358, -0.16101065278053285, -0.20850643515586854, 0.4891682267189026, 0.33551496267318728, -0.23595896363258363, -0.4257577359676361, -0.48884832859039309, 0.48760101199150088, 0.34031161665916445, 0.1722799688577652, -0.35575979948043826, 0.629051923751831, -0.8014369010925293, 0.575096607208252, 0.421142578125, -0.2668846547603607, -0.046029768884181979, 0.2791147530078888, -0.22112232446670533, 0.02008579671382904, 0.22087614238262177, -0.17961964011192323, 0.4235396981239319, 0.295818567276001, -0.18260923027992249, 0.3227207660675049, 0.11412205547094345, 0.04591478034853935, 0.5127033591270447, 0.428005576133728, 0.20718106627464295, 0.18405631184577943, -0.22416146099567414, 0.4277373254299164, 0.5384698510169983, 0.04109276458621025, 0.5105301141738892, 0.473961740732193, -0.6853302717208862, -0.16557902097702027, -0.12704522907733918, 0.0026600745040923359, 0.5272349715232849, 0.12121742218732834, 0.427141010761261, -0.3047095239162445, 0.5948843359947205, 0.335798442363739, 0.35749775171279909, -0.18497343361377717, 0.26501506567001345, 0.1564970314502716, 0.4210122525691986, -0.1915784478187561, 0.057152874767780307, -0.28498271107673647, 0.04969947412610054, 0.7697478532791138, 0.5546697974205017, 0.0958070456981659, -0.3533228933811188, 0.4784282147884369, 0.624963104724884, 0.2151053100824356, 0.17361000180244447, 0.22527147829532624, -0.12481484562158585, 0.4212929904460907, -0.2926572859287262, 0.2562543749809265, 0.38751208782196047, 0.1340814083814621, 0.0680900365114212, 0.2952287793159485, 0.12217980623245239, -0.2869758605957031, 0.15682946145534516, -0.022066200152039529, -0.09002991020679474, -0.2826828360557556, 0.84619140625, 0.7544476985931397, 0.5953861474990845, 0.6517565250396729, -0.07932830601930618, 0.22802823781967164, -0.135965958237648, -0.8263510465621948, -0.6325801610946655, -0.5928561091423035, 0.4108763635158539, 0.0964483916759491, -0.5045000910758972, -0.06772734969854355, -0.79107666015625, 0.060380879789590839, 0.015578197315335274, 0.32540079951286318, -0.044692762196063998, -0.17132098972797395, -0.19123415648937226, 0.17911623418331147, 0.3269428014755249, -0.22874118387699128, 0.4686919152736664, -0.15749554336071015, -0.25185921788215639, -0.21561351418495179, -0.10132477432489395, -0.057977184653282168, 0.09759098291397095, 0.16202516853809358, 0.01888692006468773, 0.1724688857793808, -0.3449697196483612, 0.4449881315231323, 0.10185430943965912, -0.2976726293563843, 0.06075461208820343, 0.21909406781196595, -0.07409229874610901, 0.6881160140037537, 0.17447273433208466, -0.048471711575984958, 0.5318611264228821, 0.30954766273498537, -0.24350836873054505, 0.14386573433876038, -0.10827953368425369, 0.08575868606567383, 0.14200334250926972, 0.5095603466033936, -0.025056177750229837, 0.24901045858860017, -0.23696841299533845, -0.03630203381180763, 0.45206722617149355, 0.5019969344139099, -0.21705971658229829, -0.08452687412500382, -0.10376924276351929, -0.3200875520706177, -0.2048267275094986, -0.2703971266746521, 0.2925371825695038, 0.3755778670310974, 0.2522588074207306, 0.22964833676815034, 0.7995960116386414, 0.12206973880529404, 0.2896155118942261, 0.04163726791739464, -0.12602514028549195, 0.004978220444172621, 0.3399927020072937, 0.09124521911144257, -0.5452605485916138, 0.2247130423784256, 0.23503662645816804, 0.06750215590000153, -0.2884872257709503, -0.2791622579097748, -0.1780446618795395, -0.44350507855415347, -0.1840016394853592, 0.8970789909362793, -0.3687478303909302, 0.36603569984436037, 0.23560358583927155, 0.020292289555072786, 0.2446030080318451, 4.3314642906188969, 0.194863960146904, -0.10218192636966706, 0.5695234537124634, 0.016988292336463929, -0.15768325328826905, 0.050476688891649249, 0.09948820620775223, -0.06554386019706726, 0.22301962971687318, -0.05468735471367836, 0.29051196575164797, 0.12100572139024735, 0.4127441644668579, 0.1667146235704422, 0.0587792843580246, -0.09758614003658295, -0.20510408282279969, -0.21746976673603059, 0.43335747718811037, -0.32159093022346499, 0.6942153573036194, 0.6173154711723328, 0.3104712665081024, 0.5751503109931946, 0.4174514412879944, -0.2948107421398163, 0.3532458245754242, 0.4869029223918915, 0.3115881681442261, 0.28135108947753909, 0.38450825214385989, 0.016915690153837205, -0.11598393321037293, -0.32250434160232546, -0.06988134980201721, 0.22417351603507996, -0.35582518577575686, 0.2677224576473236, 0.008019124157726765, -0.19177919626235963, 0.5731900334358215, -0.03540642186999321, 0.43302130699157717, 0.1796148121356964, -0.005056577268987894, 0.37953320145606997, 0.13488957285881043, 0.7240068912506104, -0.3088097870349884, 0.5610846281051636, -0.29582735896110537, -0.20909856259822846, -0.2881403863430023, 0.10329002141952515, 0.49255961179733279, 0.14558906853199006, 0.41020694375038149, 0.04002099484205246, -0.24476903676986695, -0.389543354511261, 0.3901459574699402, 0.6170359253883362, 0.18917717039585114, -0.41235554218292239, -0.19313344359397889, -0.10294703394174576, 0.5560699105262756, 0.5773581266403198, -0.17282086610794068, 0.28679269552230837, 0.34322652220726015, -0.07227988541126251, -0.5244243741035461, -0.26529040932655337, -0.11131077259778977, -0.19524210691452027, 0.4082769453525543, -0.009217939339578152, -0.1462743580341339, 0.7264918684959412, -0.09149657934904099, -0.3374916911125183, -0.05742226541042328, -0.3913151025772095, 0.7185215950012207, -0.3785516619682312, -0.00010882654169108719, 0.6655824780464172, 0.4194306433200836, 0.3726831376552582, -0.014721312560141087, 0.5345744490623474, 0.33022087812423708, -0.06344814598560333, -0.1560882031917572, 0.22698232531547547, -3.8697707653045656, 0.06812435388565064, -0.4368731677532196, -0.07041455805301666, -0.015291529707610608, -0.41140303015708926, 0.31612321734428408, 0.2914712429046631, -0.3867192566394806, -0.026363473385572435, -0.08788029104471207, -0.10701339691877365, -0.2673511505126953, 0.27538666129112246, -0.3661351501941681, 0.5879861116409302, 0.06352981925010681, 0.15547777712345124, 0.0863194614648819, -0.021183960139751436, 0.428565114736557, 0.04859453812241554, 0.35721391439437868, -0.3864029347896576, -0.20986808836460114, 0.15433000028133393, 0.25567296147346499, 0.25359275937080386, -0.4783596396446228, -0.010366495698690415, 0.4777776598930359, -0.029405448585748674, 0.3631121814250946, -0.18738743662834168, 0.2193489819765091, 0.7861229777336121, -0.01961355283856392, 0.16653983294963838, -0.4193624258041382, 0.3085209131240845, -0.03517897054553032, -0.035910699516534808, 0.37241387367248537, -0.13769084215164185, -0.08015040308237076, 0.4384872615337372, -0.12396809458732605, 0.15661391615867616, -0.3919837176799774, -0.6586825251579285, 0.5687432885169983, 0.0396936871111393, -0.09660491347312927, 0.05788198113441467, 0.48911261558532717, 0.5213083028793335, 0.3355415165424347, -0.006735790055245161, -0.11381038278341294, 0.09182903915643692, -0.11055094748735428, -0.28275448083877566, 0.24975340068340302, 0.11746659129858017, -0.42452141642570498, -0.2323901206254959, -0.38694220781326296, 0.015501483343541623, 0.6440262198448181, -0.3121536672115326, -0.08778296411037445, -0.14549347758293153, 0.01749151013791561, -0.5398207902908325, 0.4124368131160736, 0.5154116749763489, -0.34769660234451296, 0.5662841796875, 0.4989481270313263, 0.06761053949594498, 0.014184223487973214, 0.601079523563385, -0.3859538435935974, 0.3446619212627411, 2.190366744995117, 0.4051366150379181, 2.288928508758545, 0.5293960571289063, -0.3505767583847046, 0.5397417545318604, -0.6520821452140808, 0.4239364266395569, 0.2618080675601959, 0.20174439251422883, 0.030146604403853418, 0.0610184520483017, 0.062213074415922168, -0.11276254057884217, -0.1301877349615097, -0.19404706358909608, 0.5268515348434448, -0.7370991706848145, 0.028712594881653787, -0.4024544954299927, 0.18225152790546418, 0.7267741560935974, -0.2734072208404541, 0.1759040206670761, -0.2950340211391449, 0.14166314899921418, 0.6515365242958069, -0.29643580317497256, -0.06734377890825272, 0.09662584215402603, -0.010966300964355469, -0.3204823136329651, 0.6417866349220276, -0.051218003034591678, -0.008819818496704102, 0.5098630785942078, -0.21459998190402986, 4.437846660614014, -0.24779054522514344, 0.018799694254994394, -0.01747281290590763, -0.0487254373729229, 0.6121163964271545, 0.4686623811721802, -0.22926479578018189, -0.03692511469125748, -0.4286654591560364, 0.46073317527770998, 0.16875289380550385, -0.014255600981414318, -0.07684683054685593, 0.12223237752914429, -0.30599895119667055, 0.39215049147605898, 0.22453786432743073, 0.5624862313270569, -0.011985340155661106, 0.05180392041802406, 0.030400553718209268, 0.08391892164945603, 0.10214067250490189, -0.4449590742588043, 0.2225639522075653, 0.3862999975681305, 0.24732927978038789, -0.05571140721440315, -0.021564822643995286, 0.28468334674835207, 5.213898658752441, 0.13289497792720796, -0.1400047093629837, -0.39865049719810488, 0.12139834463596344, 0.45539018511772158, -0.1865275651216507, -0.08270177245140076, -0.38520801067352297, 0.08869948983192444, -0.05266271159052849, 0.14364486932754517, -0.2860695719718933, 0.4430652856826782, 0.7777798771858215, 0.21114271879196168, -0.358752578496933, -0.3664247989654541, 0.6665846109390259, -0.40493687987327578, 0.1747705042362213, -0.06670021265745163, 0.20972059667110444, -0.19101694226264954, 0.23892535269260407, -0.08149895817041397, 0.018510373309254648, 0.8112999796867371, 0.07871513813734055, 0.09570053964853287, 0.5030911564826965, 0.21463628113269807, -0.31457462906837466, 0.3051794767379761, -0.39506298303604128, 0.06605447828769684, 0.6144300699234009, -0.4566810429096222, 0.3146623373031616, 0.1887989640235901, 0.9544244408607483, 0.5103438496589661, -0.4859951138496399, -0.32647767663002016, -0.07584235072135925, 0.21474787592887879, -0.1920636147260666, -0.4472030997276306, 0.08618132770061493, -0.17384092509746552, -0.20969024300575257, -0.1831870973110199, 0.8782939314842224, -0.15720084309577943, 0.37347128987312319, 0.5088165998458862, 0.29395583271980288, -0.3580363988876343, -0.17590023577213288, -0.508141279220581, 0.4661521315574646, 0.142064169049263, -0.05615571141242981, 0.592810869216919, 0.37807324528694155, -0.14052101969718934, -0.19951890408992768, -0.12800109386444093, 0.748070478439331, 0.13753947615623475, -0.08446942269802094, 0.3747580945491791, -0.12847286462783814, -0.13892321288585664, 0.08525972813367844, 0.12516680359840394, 0.5701874494552612, -0.24708901345729829, 0.0679594948887825, 0.10870008915662766, 0.20561885833740235, -0.7872452139854431, 0.07303950190544129, 0.35694700479507449, 0.245212584733963, 0.3299793303012848, -0.010669616051018238, -0.12047348916530609, 0.3540535271167755, 0.32180890440940859, 0.3066200911998749, 0.021576205268502237, 0.17679384350776673, -0.23050960898399354, 0.1292697787284851, 0.022921407595276834, 0.5460971593856812, 0.3612038493156433, 0.1963733434677124, 0.4622957706451416, 0.16855642199516297, 0.2564740478992462, -0.27637141942977908, -0.16345584392547608, 0.08119463175535202, 0.07851938903331757, -0.5181471109390259, -0.5290305614471436, 0.5271350741386414, 0.3391841650009155, 0.501441240310669, 0.740936279296875, -0.26713573932647707, 0.030347898602485658, 0.05174243822693825 ] } ] }