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| <a href="#413" id="413">413</a> |
| <a href="#414" id="414">414</a> |
| <a href="#415" id="415">415</a> |
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| <a href="#417" id="417">417</a> |
| <a href="#418" id="418">418</a> |
| <a href="#419" id="419">419</a> |
| <a href="#420" id="420">420</a> |
| <a href="#421" id="421">421</a> |
| <a href="#422" id="422">422</a> |
| <a href="#423" id="423">423</a> |
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| <a href="#427" id="427">427</a> |
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| <a href="#436" id="436">436</a> |
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| <a href="#440" id="440">440</a> |
| <a href="#441" id="441">441</a> |
| <a href="#442" id="442">442</a> |
| <a href="#443" id="443">443</a> |
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| <a href="#446" id="446">446</a> |
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| <a href="#448" id="448">448</a> |
| <a href="#449" id="449">449</a> |
| <a href="#450" id="450">450</a> |
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| <a href="#452" id="452">452</a> |
| <a href="#453" id="453">453</a> |
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| <a href="#455" id="455">455</a> |
| <a href="#456" id="456">456</a> |
| <a href="#457" id="457">457</a> |
| <a href="#458" id="458">458</a> |
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| <a href="#460" id="460">460</a> |
| <a href="#461" id="461">461</a> |
| <a href="#462" id="462">462</a> |
| <a href="#463" id="463">463</a> |
| <a href="#464" id="464">464</a> |
| <a href="#465" id="465">465</a> |
| <a href="#466" id="466">466</a> |
| <a href="#467" id="467">467</a> |
| <a href="#468" id="468">468</a> |
| <a href="#469" id="469">469</a> |
| <a href="#470" id="470">470</a> |
| <a href="#471" id="471">471</a> |
| <a href="#472" id="472">472</a> |
| <a href="#473" id="473">473</a> |
| <a href="#474" id="474">474</a> |
| <a href="#475" id="475">475</a> |
| <a href="#476" id="476">476</a> |
| <a href="#477" id="477">477</a> |
| <a href="#478" id="478">478</a> |
| <a href="#479" id="479">479</a> |
| <a href="#480" id="480">480</a> |
| <a href="#481" id="481">481</a> |
| <a href="#482" id="482">482</a> |
| <a href="#483" id="483">483</a> |
| <a href="#484" id="484">484</a> |
| <a href="#485" id="485">485</a> |
| <a href="#486" id="486">486</a> |
| <a href="#487" id="487">487</a> |
| <a href="#488" id="488">488</a> |
| <a href="#489" id="489">489</a> |
| <a href="#490" id="490">490</a> |
| <a href="#491" id="491">491</a> |
| <a href="#492" id="492">492</a> |
| <a href="#493" id="493">493</a> |
| <a href="#494" id="494">494</a> |
| <a href="#495" id="495">495</a> |
| <a href="#496" id="496">496</a> |
| <a href="#497" id="497">497</a> |
| <a href="#498" id="498">498</a> |
| <a href="#499" id="499">499</a> |
| <a href="#500" id="500">500</a> |
| <a href="#501" id="501">501</a> |
| <a href="#502" id="502">502</a> |
| <a href="#503" id="503">503</a> |
| <a href="#504" id="504">504</a> |
| <a href="#505" id="505">505</a> |
| <a href="#506" id="506">506</a> |
| <a href="#507" id="507">507</a> |
| <a href="#508" id="508">508</a> |
| <a href="#509" id="509">509</a> |
| <a href="#510" id="510">510</a> |
| <a href="#511" id="511">511</a> |
| <a href="#512" id="512">512</a> |
| <a href="#513" id="513">513</a> |
| <a href="#514" id="514">514</a> |
| <a href="#515" id="515">515</a> |
| <a href="#516" id="516">516</a> |
| <a href="#517" id="517">517</a> |
| <a href="#518" id="518">518</a> |
| <a href="#519" id="519">519</a> |
| <a href="#520" id="520">520</a> |
| <a href="#521" id="521">521</a> |
| <a href="#522" id="522">522</a> |
| <a href="#523" id="523">523</a> |
| <a href="#524" id="524">524</a> |
| <a href="#525" id="525">525</a> |
| <a href="#526" id="526">526</a> |
| <a href="#527" id="527">527</a> |
| <a href="#528" id="528">528</a> |
| <a href="#529" id="529">529</a> |
| <a href="#530" id="530">530</a> |
| <a href="#531" id="531">531</a> |
| <a href="#532" id="532">532</a> |
| <a href="#533" id="533">533</a> |
| <a href="#534" id="534">534</a> |
| <a href="#535" id="535">535</a> |
| <a href="#536" id="536">536</a> |
| <a href="#537" id="537">537</a> |
| <a href="#538" id="538">538</a> |
| <a href="#539" id="539">539</a> |
| <a href="#540" id="540">540</a> |
| <a href="#541" id="541">541</a> |
| <a href="#542" id="542">542</a> |
| <a href="#543" id="543">543</a> |
| <a href="#544" id="544">544</a> |
| <a href="#545" id="545">545</a> |
| <a href="#546" id="546">546</a> |
| <a href="#547" id="547">547</a> |
| <a href="#548" id="548">548</a> |
| <a href="#549" id="549">549</a> |
| <a href="#550" id="550">550</a> |
| <a href="#551" id="551">551</a> |
| <a href="#552" id="552">552</a> |
| <a href="#553" id="553">553</a> |
| <a href="#554" id="554">554</a> |
| <a href="#555" id="555">555</a> |
| <a href="#556" id="556">556</a> |
| <a href="#557" id="557">557</a> |
| <a href="#558" id="558">558</a> |
| <a href="#559" id="559">559</a> |
| <a href="#560" id="560">560</a> |
| <a href="#561" id="561">561</a> |
| <a href="#562" id="562">562</a> |
| <a href="#563" id="563">563</a> |
| <a href="#564" id="564">564</a> |
| <a href="#565" id="565">565</a> |
| <a href="#566" id="566">566</a> |
| <a href="#567" id="567">567</a> |
| <a href="#568" id="568">568</a> |
| <a href="#569" id="569">569</a> |
| <a href="#570" id="570">570</a> |
| <a href="#571" id="571">571</a> |
| <a href="#572" id="572">572</a> |
| <a href="#573" id="573">573</a> |
| <a href="#574" id="574">574</a> |
| <a href="#575" id="575">575</a> |
| <a href="#576" id="576">576</a> |
| <a href="#577" id="577">577</a> |
| <a href="#578" id="578">578</a> |
| <a href="#579" id="579">579</a> |
| <a href="#580" id="580">580</a> |
| <a href="#581" id="581">581</a> |
| <a href="#582" id="582">582</a> |
| <a href="#583" id="583">583</a> |
| <a href="#584" id="584">584</a> |
| <a href="#585" id="585">585</a> |
| <a href="#586" id="586">586</a> |
| <a href="#587" id="587">587</a> |
| <a href="#588" id="588">588</a> |
| <a href="#589" id="589">589</a> |
| <a href="#590" id="590">590</a> |
| <a href="#591" id="591">591</a> |
| <a href="#592" id="592">592</a> |
| <a href="#593" id="593">593</a> |
| <a href="#594" id="594">594</a> |
| <a href="#595" id="595">595</a> |
| <a href="#596" id="596">596</a> |
| <a href="#597" id="597">597</a> |
| <a href="#598" id="598">598</a> |
| <a href="#599" id="599">599</a> |
| <a href="#600" id="600">600</a> |
| <a href="#601" id="601">601</a> |
| <a href="#602" id="602">602</a> |
| <a href="#603" id="603">603</a> |
| <a href="#604" id="604">604</a> |
| <a href="#605" id="605">605</a> |
| <a href="#606" id="606">606</a> |
| <a href="#607" id="607">607</a> |
| <a href="#608" id="608">608</a> |
| <a href="#609" id="609">609</a> |
| <a href="#610" id="610">610</a> |
| <a href="#611" id="611">611</a> |
| <a href="#612" id="612">612</a> |
| <a href="#613" id="613">613</a> |
| <a href="#614" id="614">614</a> |
| <a href="#615" id="615">615</a> |
| <a href="#616" id="616">616</a> |
| <a href="#617" id="617">617</a> |
| <a href="#618" id="618">618</a> |
| <a href="#619" id="619">619</a> |
| <a href="#620" id="620">620</a> |
| <a href="#621" id="621">621</a> |
| <a href="#622" id="622">622</a> |
| <a href="#623" id="623">623</a> |
| <a href="#624" id="624">624</a> |
| <a href="#625" id="625">625</a> |
| <a href="#626" id="626">626</a> |
| <a href="#627" id="627">627</a> |
| <a href="#628" id="628">628</a> |
| <a href="#629" id="629">629</a> |
| <a href="#630" id="630">630</a> |
| <a href="#631" id="631">631</a> |
| <a href="#632" id="632">632</a> |
| <a href="#633" id="633">633</a> |
| <a href="#634" id="634">634</a> |
| <a href="#635" id="635">635</a> |
| <a href="#636" id="636">636</a> |
| <a href="#637" id="637">637</a> |
| <a href="#638" id="638">638</a> |
| <a href="#639" id="639">639</a> |
| <a href="#640" id="640">640</a> |
| <a href="#641" id="641">641</a> |
| <a href="#642" id="642">642</a> |
| <a href="#643" id="643">643</a> |
| <a href="#644" id="644">644</a> |
| <a href="#645" id="645">645</a> |
| <a href="#646" id="646">646</a> |
| <a href="#647" id="647">647</a> |
| <a href="#648" id="648">648</a> |
| <a href="#649" id="649">649</a> |
| <a href="#650" id="650">650</a> |
| <a href="#651" id="651">651</a> |
| <a href="#652" id="652">652</a> |
| <a href="#653" id="653">653</a> |
| <a href="#654" id="654">654</a> |
| <a href="#655" id="655">655</a> |
| <a href="#656" id="656">656</a> |
| <a href="#657" id="657">657</a> |
| <a href="#658" id="658">658</a> |
| <a href="#659" id="659">659</a> |
| <a href="#660" id="660">660</a> |
| <a href="#661" id="661">661</a> |
| <a href="#662" id="662">662</a> |
| <a href="#663" id="663">663</a> |
| <a href="#664" id="664">664</a> |
| <a href="#665" id="665">665</a> |
| <a href="#666" id="666">666</a> |
| <a href="#667" id="667">667</a> |
| <a href="#668" id="668">668</a> |
| <a href="#669" id="669">669</a> |
| <a href="#670" id="670">670</a> |
| <a href="#671" id="671">671</a> |
| <a href="#672" id="672">672</a> |
| <a href="#673" id="673">673</a> |
| <a href="#674" id="674">674</a> |
| <a href="#675" id="675">675</a> |
| <a href="#676" id="676">676</a> |
| <a href="#677" id="677">677</a> |
| <a href="#678" id="678">678</a> |
| <a href="#679" id="679">679</a> |
| <a href="#680" id="680">680</a> |
| <a href="#681" id="681">681</a> |
| <a href="#682" id="682">682</a> |
| <a href="#683" id="683">683</a> |
| <a href="#684" id="684">684</a> |
| <a href="#685" id="685">685</a> |
| <a href="#686" id="686">686</a> |
| <a href="#687" id="687">687</a> |
| <a href="#688" id="688">688</a> |
| <a href="#689" id="689">689</a> |
| <a href="#690" id="690">690</a> |
| <a href="#691" id="691">691</a> |
| <a href="#692" id="692">692</a> |
| <a href="#693" id="693">693</a> |
| <a href="#694" id="694">694</a> |
| <a href="#695" id="695">695</a> |
| <a href="#696" id="696">696</a> |
| <a href="#697" id="697">697</a> |
| <a href="#698" id="698">698</a> |
| <a href="#699" id="699">699</a> |
| <a href="#700" id="700">700</a> |
| <a href="#701" id="701">701</a> |
| <a href="#702" id="702">702</a> |
| <a href="#703" id="703">703</a> |
| <a href="#704" id="704">704</a> |
| <a href="#705" id="705">705</a> |
| <a href="#706" id="706">706</a> |
| <a href="#707" id="707">707</a> |
| <a href="#708" id="708">708</a> |
| <a href="#709" id="709">709</a> |
| <a href="#710" id="710">710</a> |
| <a href="#711" id="711">711</a> |
| <a href="#712" id="712">712</a> |
| <a href="#713" id="713">713</a> |
| <a href="#714" id="714">714</a> |
| <a href="#715" id="715">715</a> |
| <a href="#716" id="716">716</a> |
| <a href="#717" id="717">717</a> |
| <a href="#718" id="718">718</a> |
| <a href="#719" id="719">719</a> |
| <a href="#720" id="720">720</a> |
| <a href="#721" id="721">721</a> |
| <a href="#722" id="722">722</a> |
| <a href="#723" id="723">723</a> |
| <a href="#724" id="724">724</a> |
| <a href="#725" id="725">725</a> |
| <a href="#726" id="726">726</a> |
| <a href="#727" id="727">727</a> |
| <a href="#728" id="728">728</a> |
| <a href="#729" id="729">729</a> |
| <a href="#730" id="730">730</a> |
| <a href="#731" id="731">731</a> |
| <a href="#732" id="732">732</a> |
| <a href="#733" id="733">733</a> |
| <a href="#734" id="734">734</a> |
| <a href="#735" id="735">735</a> |
| <a href="#736" id="736">736</a> |
| <a href="#737" id="737">737</a> |
| <a href="#738" id="738">738</a> |
| <a href="#739" id="739">739</a> |
| <a href="#740" id="740">740</a> |
| <a href="#741" id="741">741</a> |
| <a href="#742" id="742">742</a> |
| <a href="#743" id="743">743</a> |
| <a href="#744" id="744">744</a> |
| <a href="#745" id="745">745</a> |
| <a href="#746" id="746">746</a> |
| <a href="#747" id="747">747</a> |
| <a href="#748" id="748">748</a> |
| <a href="#749" id="749">749</a> |
| <a href="#750" id="750">750</a> |
| <a href="#751" id="751">751</a> |
| <a href="#752" id="752">752</a> |
| <a href="#753" id="753">753</a> |
| <a href="#754" id="754">754</a> |
| <a href="#755" id="755">755</a> |
| <a href="#756" id="756">756</a> |
| <a href="#757" id="757">757</a> |
| <a href="#758" id="758">758</a> |
| <a href="#759" id="759">759</a> |
| <a href="#760" id="760">760</a> |
| <a href="#761" id="761">761</a> |
| <a href="#762" id="762">762</a> |
| <a href="#763" id="763">763</a> |
| <a href="#764" id="764">764</a> |
| <a href="#765" id="765">765</a> |
| <a href="#766" id="766">766</a> |
| <a href="#767" id="767">767</a> |
| <a href="#768" id="768">768</a> |
| <a href="#769" id="769">769</a> |
| <a href="#770" id="770">770</a> |
| <a href="#771" id="771">771</a> |
| <a href="#772" id="772">772</a> |
| <a href="#773" id="773">773</a> |
| <a href="#774" id="774">774</a> |
| <a href="#775" id="775">775</a> |
| <a href="#776" id="776">776</a> |
| <a href="#777" id="777">777</a> |
| <a href="#778" id="778">778</a> |
| <a href="#779" id="779">779</a> |
| <a href="#780" id="780">780</a> |
| <a href="#781" id="781">781</a> |
| <a href="#782" id="782">782</a> |
| <a href="#783" id="783">783</a> |
| <a href="#784" id="784">784</a> |
| <a href="#785" id="785">785</a> |
| <a href="#786" id="786">786</a> |
| <a href="#787" id="787">787</a> |
| <a href="#788" id="788">788</a> |
| <a href="#789" id="789">789</a> |
| <a href="#790" id="790">790</a> |
| <a href="#791" id="791">791</a> |
| <a href="#792" id="792">792</a> |
| <a href="#793" id="793">793</a> |
| <a href="#794" id="794">794</a> |
| <a href="#795" id="795">795</a> |
| <a href="#796" id="796">796</a> |
| <a href="#797" id="797">797</a> |
| <a href="#798" id="798">798</a> |
| <a href="#799" id="799">799</a> |
| <a href="#800" id="800">800</a> |
| <a href="#801" id="801">801</a> |
| <a href="#802" id="802">802</a> |
| <a href="#803" id="803">803</a> |
| <a href="#804" id="804">804</a> |
| <a href="#805" id="805">805</a> |
| <a href="#806" id="806">806</a> |
| <a href="#807" id="807">807</a> |
| <a href="#808" id="808">808</a> |
| <a href="#809" id="809">809</a> |
| <a href="#810" id="810">810</a> |
| <a href="#811" id="811">811</a> |
| <a href="#812" id="812">812</a> |
| <a href="#813" id="813">813</a> |
| <a href="#814" id="814">814</a> |
| <a href="#815" id="815">815</a> |
| <a href="#816" id="816">816</a> |
| <a href="#817" id="817">817</a> |
| <a href="#818" id="818">818</a> |
| <a href="#819" id="819">819</a> |
| <a href="#820" id="820">820</a> |
| <a href="#821" id="821">821</a> |
| <a href="#822" id="822">822</a> |
| <a href="#823" id="823">823</a> |
| <a href="#824" id="824">824</a> |
| <a href="#825" id="825">825</a> |
| <a href="#826" id="826">826</a> |
| <a href="#827" id="827">827</a> |
| <a href="#828" id="828">828</a> |
| <a href="#829" id="829">829</a> |
| <a href="#830" id="830">830</a> |
| <a href="#831" id="831">831</a> |
| <a href="#832" id="832">832</a> |
| <a href="#833" id="833">833</a> |
| <a href="#834" id="834">834</a> |
| <a href="#835" id="835">835</a> |
| <a href="#836" id="836">836</a> |
| <a href="#837" id="837">837</a> |
| <a href="#838" id="838">838</a> |
| <a href="#839" id="839">839</a> |
| <a href="#840" id="840">840</a> |
| <a href="#841" id="841">841</a> |
| <a href="#842" id="842">842</a> |
| <a href="#843" id="843">843</a> |
| <a href="#844" id="844">844</a> |
| <a href="#845" id="845">845</a> |
| <a href="#846" id="846">846</a> |
| <a href="#847" id="847">847</a> |
| <a href="#848" id="848">848</a> |
| <a href="#849" id="849">849</a> |
| <a href="#850" id="850">850</a> |
| <a href="#851" id="851">851</a> |
| <a href="#852" id="852">852</a> |
| <a href="#853" id="853">853</a> |
| <a href="#854" id="854">854</a> |
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| <a href="#893" id="893">893</a> |
| <a href="#894" id="894">894</a> |
| <a href="#895" id="895">895</a> |
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| <a href="#897" id="897">897</a> |
| <a href="#898" id="898">898</a> |
| <a href="#899" id="899">899</a> |
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| <a href="#902" id="902">902</a> |
| <a href="#903" id="903">903</a> |
| <a href="#904" id="904">904</a> |
| <a href="#905" id="905">905</a> |
| <a href="#906" id="906">906</a> |
| <a href="#907" id="907">907</a> |
| <a href="#908" id="908">908</a> |
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| <a href="#911" id="911">911</a> |
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| <a href="#913" id="913">913</a> |
| <a href="#914" id="914">914</a> |
| <a href="#915" id="915">915</a> |
| <a href="#916" id="916">916</a> |
| <a href="#917" id="917">917</a> |
| <a href="#918" id="918">918</a> |
| <a href="#919" id="919">919</a> |
| <a href="#920" id="920">920</a> |
| <a href="#921" id="921">921</a> |
| <a href="#922" id="922">922</a> |
| <a href="#923" id="923">923</a> |
| <a href="#924" id="924">924</a> |
| <a href="#925" id="925">925</a> |
| <a href="#926" id="926">926</a> |
| <a href="#927" id="927">927</a> |
| <a href="#928" id="928">928</a> |
| <a href="#929" id="929">929</a> |
| <a href="#930" id="930">930</a> |
| <a href="#931" id="931">931</a> |
| <a href="#932" id="932">932</a> |
| <a href="#933" id="933">933</a> |
| <a href="#934" id="934">934</a> |
| <a href="#935" id="935">935</a> |
| <a href="#936" id="936">936</a> |
| <a href="#937" id="937">937</a> |
| <a href="#938" id="938">938</a> |
| <a href="#939" id="939">939</a> |
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| <a href="#941" id="941">941</a> |
| <a href="#942" id="942">942</a> |
| <a href="#943" id="943">943</a> |
| <a href="#944" id="944">944</a> |
| <a href="#945" id="945">945</a> |
| <a href="#946" id="946">946</a> |
| <a href="#947" id="947">947</a> |
| <a href="#948" id="948">948</a> |
| <a href="#949" id="949">949</a> |
| <a href="#950" id="950">950</a> |
| <a href="#951" id="951">951</a> |
| <a href="#952" id="952">952</a> |
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| <a href="#960" id="960">960</a> |
| <a href="#961" id="961">961</a> |
| <a href="#962" id="962">962</a> |
| <a href="#963" id="963">963</a> |
| <a href="#964" id="964">964</a> |
| <a href="#965" id="965">965</a> |
| <a href="#966" id="966">966</a> |
| <a href="#967" id="967">967</a> |
| <a href="#968" id="968">968</a> |
| <a href="#969" id="969">969</a> |
| <a href="#970" id="970">970</a> |
| <a href="#971" id="971">971</a> |
| <a href="#972" id="972">972</a> |
| <a href="#973" id="973">973</a> |
| <a href="#974" id="974">974</a> |
| <a href="#975" id="975">975</a> |
| <a href="#976" id="976">976</a> |
| <a href="#977" id="977">977</a> |
| <a href="#978" id="978">978</a> |
| <a href="#979" id="979">979</a> |
| <a href="#980" id="980">980</a> |
| <a href="#981" id="981">981</a> |
| <a href="#982" id="982">982</a> |
| <a href="#983" id="983">983</a> |
| <a href="#984" id="984">984</a> |
| <a href="#985" id="985">985</a> |
| <a href="#986" id="986">986</a> |
| <a href="#987" id="987">987</a> |
| <a href="#988" id="988">988</a> |
| <a href="#989" id="989">989</a> |
| <a href="#990" id="990">990</a> |
| <a href="#991" id="991">991</a> |
| <a href="#992" id="992">992</a> |
| <a href="#993" id="993">993</a> |
| <a href="#994" id="994">994</a> |
| <a href="#995" id="995">995</a> |
| <a href="#996" id="996">996</a> |
| <a href="#997" id="997">997</a> |
| <a href="#998" id="998">998</a> |
| <a href="#999" id="999">999</a> |
| <a href="#1000" id="1000">1000</a> |
| <a href="#1001" id="1001">1001</a> |
| <a href="#1002" id="1002">1002</a> |
| <a href="#1003" id="1003">1003</a> |
| <a href="#1004" id="1004">1004</a> |
| <a href="#1005" id="1005">1005</a> |
| <a href="#1006" id="1006">1006</a> |
| <a href="#1007" id="1007">1007</a> |
| <a href="#1008" id="1008">1008</a> |
| <a href="#1009" id="1009">1009</a> |
| <a href="#1010" id="1010">1010</a> |
| <a href="#1011" id="1011">1011</a> |
| <a href="#1012" id="1012">1012</a> |
| <a href="#1013" id="1013">1013</a> |
| <a href="#1014" id="1014">1014</a> |
| <a href="#1015" id="1015">1015</a> |
| <a href="#1016" id="1016">1016</a> |
| <a href="#1017" id="1017">1017</a> |
| <a href="#1018" id="1018">1018</a> |
| <a href="#1019" id="1019">1019</a> |
| <a href="#1020" id="1020">1020</a> |
| <a href="#1021" id="1021">1021</a> |
| <a href="#1022" id="1022">1022</a> |
| <a href="#1023" id="1023">1023</a> |
| <a href="#1024" id="1024">1024</a> |
| <a href="#1025" id="1025">1025</a> |
| <a href="#1026" id="1026">1026</a> |
| <a href="#1027" id="1027">1027</a> |
| <a href="#1028" id="1028">1028</a> |
| <a href="#1029" id="1029">1029</a> |
| <a href="#1030" id="1030">1030</a> |
| <a href="#1031" id="1031">1031</a> |
| <a href="#1032" id="1032">1032</a> |
| <a href="#1033" id="1033">1033</a> |
| <a href="#1034" id="1034">1034</a> |
| <a href="#1035" id="1035">1035</a> |
| <a href="#1036" id="1036">1036</a> |
| <a href="#1037" id="1037">1037</a> |
| <a href="#1038" id="1038">1038</a> |
| <a href="#1039" id="1039">1039</a> |
| <a href="#1040" id="1040">1040</a> |
| <a href="#1041" id="1041">1041</a> |
| <a href="#1042" id="1042">1042</a> |
| <a href="#1043" id="1043">1043</a> |
| <a href="#1044" id="1044">1044</a> |
| <a href="#1045" id="1045">1045</a> |
| <a href="#1046" id="1046">1046</a> |
| <a href="#1047" id="1047">1047</a> |
| <a href="#1048" id="1048">1048</a> |
| <a href="#1049" id="1049">1049</a> |
| <a href="#1050" id="1050">1050</a> |
| <a href="#1051" id="1051">1051</a> |
| <a href="#1052" id="1052">1052</a> |
| <a href="#1053" id="1053">1053</a> |
| <a href="#1054" id="1054">1054</a> |
| <a href="#1055" id="1055">1055</a> |
| <a href="#1056" id="1056">1056</a> |
| <a href="#1057" id="1057">1057</a> |
| <a href="#1058" id="1058">1058</a> |
| <a href="#1059" id="1059">1059</a> |
| <a href="#1060" id="1060">1060</a> |
| <a href="#1061" id="1061">1061</a> |
| <a href="#1062" id="1062">1062</a> |
| <a href="#1063" id="1063">1063</a> |
| <a href="#1064" id="1064">1064</a> |
| <a href="#1065" id="1065">1065</a> |
| <a href="#1066" id="1066">1066</a> |
| <a href="#1067" id="1067">1067</a> |
| <a href="#1068" id="1068">1068</a> |
| <a href="#1069" id="1069">1069</a> |
| <a href="#1070" id="1070">1070</a> |
| <a href="#1071" id="1071">1071</a> |
| <a href="#1072" id="1072">1072</a> |
| <a href="#1073" id="1073">1073</a> |
| <a href="#1074" id="1074">1074</a> |
| <a href="#1075" id="1075">1075</a> |
| <a href="#1076" id="1076">1076</a> |
| <a href="#1077" id="1077">1077</a> |
| <a href="#1078" id="1078">1078</a> |
| <a href="#1079" id="1079">1079</a> |
| <a href="#1080" id="1080">1080</a> |
| <a href="#1081" id="1081">1081</a> |
| <a href="#1082" id="1082">1082</a> |
| <a href="#1083" id="1083">1083</a> |
| <a href="#1084" id="1084">1084</a> |
| <a href="#1085" id="1085">1085</a> |
| <a href="#1086" id="1086">1086</a> |
| <a href="#1087" id="1087">1087</a> |
| <a href="#1088" id="1088">1088</a> |
| <a href="#1089" id="1089">1089</a> |
| <a href="#1090" id="1090">1090</a> |
| <a href="#1091" id="1091">1091</a> |
| <a href="#1092" id="1092">1092</a> |
| <a href="#1093" id="1093">1093</a> |
| <a href="#1094" id="1094">1094</a> |
| <a href="#1095" id="1095">1095</a> |
| <a href="#1096" id="1096">1096</a> |
| <a href="#1097" id="1097">1097</a> |
| <a href="#1098" id="1098">1098</a> |
| <a href="#1099" id="1099">1099</a> |
| <a href="#1100" id="1100">1100</a> |
| <a href="#1101" id="1101">1101</a> |
| <a href="#1102" id="1102">1102</a> |
| <a href="#1103" id="1103">1103</a> |
| <a href="#1104" id="1104">1104</a> |
| <a href="#1105" id="1105">1105</a> |
| <a href="#1106" id="1106">1106</a> |
| <a href="#1107" id="1107">1107</a> |
| <a href="#1108" id="1108">1108</a> |
| <a href="#1109" id="1109">1109</a> |
| <a href="#1110" id="1110">1110</a> |
| <a href="#1111" id="1111">1111</a> |
| <a href="#1112" id="1112">1112</a> |
| <a href="#1113" id="1113">1113</a> |
| <a href="#1114" id="1114">1114</a> |
| <a href="#1115" id="1115">1115</a> |
| <a href="#1116" id="1116">1116</a> |
| <a href="#1117" id="1117">1117</a> |
| <a href="#1118" id="1118">1118</a> |
| <a href="#1119" id="1119">1119</a> |
| <a href="#1120" id="1120">1120</a> |
| <a href="#1121" id="1121">1121</a> |
| <a href="#1122" id="1122">1122</a> |
| <a href="#1123" id="1123">1123</a> |
| <a href="#1124" id="1124">1124</a> |
| <a href="#1125" id="1125">1125</a> |
| <a href="#1126" id="1126">1126</a> |
| <a href="#1127" id="1127">1127</a> |
| <a href="#1128" id="1128">1128</a> |
| <a href="#1129" id="1129">1129</a> |
| <a href="#1130" id="1130">1130</a> |
| <a href="#1131" id="1131">1131</a> |
| <a href="#1132" id="1132">1132</a> |
| <a href="#1133" id="1133">1133</a> |
| <a href="#1134" id="1134">1134</a> |
| <a href="#1135" id="1135">1135</a> |
| <a href="#1136" id="1136">1136</a> |
| <a href="#1137" id="1137">1137</a> |
| <a href="#1138" id="1138">1138</a> |
| <a href="#1139" id="1139">1139</a> |
| <a href="#1140" id="1140">1140</a> |
| <a href="#1141" id="1141">1141</a> |
| <a href="#1142" id="1142">1142</a> |
| <a href="#1143" id="1143">1143</a> |
| <a href="#1144" id="1144">1144</a> |
| <a href="#1145" id="1145">1145</a> |
| <a href="#1146" id="1146">1146</a> |
| <a href="#1147" id="1147">1147</a> |
| <a href="#1148" id="1148">1148</a> |
| <a href="#1149" id="1149">1149</a> |
| <a href="#1150" id="1150">1150</a> |
| <a href="#1151" id="1151">1151</a> |
| <a href="#1152" id="1152">1152</a> |
| <a href="#1153" id="1153">1153</a> |
| <a href="#1154" id="1154">1154</a> |
| <a href="#1155" id="1155">1155</a> |
| <a href="#1156" id="1156">1156</a> |
| <a href="#1157" id="1157">1157</a> |
| <a href="#1158" id="1158">1158</a> |
| <a href="#1159" id="1159">1159</a> |
| <a href="#1160" id="1160">1160</a> |
| <a href="#1161" id="1161">1161</a> |
| <a href="#1162" id="1162">1162</a> |
| <a href="#1163" id="1163">1163</a> |
| <a href="#1164" id="1164">1164</a> |
| <a href="#1165" id="1165">1165</a> |
| <a href="#1166" id="1166">1166</a> |
| <a href="#1167" id="1167">1167</a> |
| <a href="#1168" id="1168">1168</a> |
| <a href="#1169" id="1169">1169</a> |
| <a href="#1170" id="1170">1170</a> |
| <a href="#1171" id="1171">1171</a> |
| <a href="#1172" id="1172">1172</a> |
| <a href="#1173" id="1173">1173</a> |
| <a href="#1174" id="1174">1174</a> |
| <a href="#1175" id="1175">1175</a> |
| <a href="#1176" id="1176">1176</a> |
| <a href="#1177" id="1177">1177</a> |
| <a href="#1178" id="1178">1178</a> |
| <a href="#1179" id="1179">1179</a> |
| <a href="#1180" id="1180">1180</a> |
| <a href="#1181" id="1181">1181</a> |
| <a href="#1182" id="1182">1182</a> |
| <a href="#1183" id="1183">1183</a> |
| <a href="#1184" id="1184">1184</a> |
| <a href="#1185" id="1185">1185</a> |
| <a href="#1186" id="1186">1186</a> |
| <a href="#1187" id="1187">1187</a> |
| <a href="#1188" id="1188">1188</a> |
| <a href="#1189" id="1189">1189</a> |
| <a href="#1190" id="1190">1190</a> |
| <a href="#1191" id="1191">1191</a> |
| <a href="#1192" id="1192">1192</a> |
| <a href="#1193" id="1193">1193</a> |
| <a href="#1194" id="1194">1194</a> |
| <a href="#1195" id="1195">1195</a> |
| <a href="#1196" id="1196">1196</a> |
| <a href="#1197" id="1197">1197</a> |
| <a href="#1198" id="1198">1198</a> |
| <a href="#1199" id="1199">1199</a> |
| <a href="#1200" id="1200">1200</a> |
| <a href="#1201" id="1201">1201</a> |
| <a href="#1202" id="1202">1202</a> |
| <a href="#1203" id="1203">1203</a> |
| <a href="#1204" id="1204">1204</a> |
| <a href="#1205" id="1205">1205</a> |
| <a href="#1206" id="1206">1206</a> |
| <a href="#1207" id="1207">1207</a> |
| <a href="#1208" id="1208">1208</a> |
| <a href="#1209" id="1209">1209</a> |
| <a href="#1210" id="1210">1210</a> |
| <a href="#1211" id="1211">1211</a> |
| <a href="#1212" id="1212">1212</a> |
| <a href="#1213" id="1213">1213</a> |
| <a href="#1214" id="1214">1214</a> |
| <a href="#1215" id="1215">1215</a> |
| <a href="#1216" id="1216">1216</a> |
| <a href="#1217" id="1217">1217</a> |
| <a href="#1218" id="1218">1218</a> |
| <a href="#1219" id="1219">1219</a> |
| <a href="#1220" id="1220">1220</a> |
| <a href="#1221" id="1221">1221</a> |
| <a href="#1222" id="1222">1222</a> |
| <a href="#1223" id="1223">1223</a> |
| <a href="#1224" id="1224">1224</a> |
| <a href="#1225" id="1225">1225</a> |
| <a href="#1226" id="1226">1226</a> |
| <a href="#1227" id="1227">1227</a> |
| <a href="#1228" id="1228">1228</a> |
| <a href="#1229" id="1229">1229</a> |
| <a href="#1230" id="1230">1230</a> |
| <a href="#1231" id="1231">1231</a> |
| <a href="#1232" id="1232">1232</a> |
| <a href="#1233" id="1233">1233</a> |
| <a href="#1234" id="1234">1234</a> |
| <a href="#1235" id="1235">1235</a> |
| <a href="#1236" id="1236">1236</a> |
| <a href="#1237" id="1237">1237</a> |
| <a href="#1238" id="1238">1238</a> |
| <a href="#1239" id="1239">1239</a> |
| <a href="#1240" id="1240">1240</a> |
| <a href="#1241" id="1241">1241</a> |
| <a href="#1242" id="1242">1242</a> |
| <a href="#1243" id="1243">1243</a> |
| <a href="#1244" id="1244">1244</a> |
| <a href="#1245" id="1245">1245</a> |
| <a href="#1246" id="1246">1246</a> |
| <a href="#1247" id="1247">1247</a> |
| <a href="#1248" id="1248">1248</a> |
| <a href="#1249" id="1249">1249</a> |
| <a href="#1250" id="1250">1250</a> |
| <a href="#1251" id="1251">1251</a> |
| <a href="#1252" id="1252">1252</a> |
| <a href="#1253" id="1253">1253</a> |
| <a href="#1254" id="1254">1254</a> |
| <a href="#1255" id="1255">1255</a> |
| <a href="#1256" id="1256">1256</a> |
| <a href="#1257" id="1257">1257</a> |
| <a href="#1258" id="1258">1258</a> |
| <a href="#1259" id="1259">1259</a> |
| <a href="#1260" id="1260">1260</a> |
| <a href="#1261" id="1261">1261</a> |
| <a href="#1262" id="1262">1262</a> |
| <a href="#1263" id="1263">1263</a> |
| <a href="#1264" id="1264">1264</a> |
| <a href="#1265" id="1265">1265</a> |
| <a href="#1266" id="1266">1266</a> |
| <a href="#1267" id="1267">1267</a> |
| <a href="#1268" id="1268">1268</a> |
| <a href="#1269" id="1269">1269</a> |
| <a href="#1270" id="1270">1270</a> |
| <a href="#1271" id="1271">1271</a> |
| <a href="#1272" id="1272">1272</a> |
| <a href="#1273" id="1273">1273</a> |
| <a href="#1274" id="1274">1274</a> |
| <a href="#1275" id="1275">1275</a> |
| <a href="#1276" id="1276">1276</a> |
| <a href="#1277" id="1277">1277</a> |
| <a href="#1278" id="1278">1278</a> |
| <a href="#1279" id="1279">1279</a> |
| <a href="#1280" id="1280">1280</a> |
| <a href="#1281" id="1281">1281</a> |
| <a href="#1282" id="1282">1282</a> |
| <a href="#1283" id="1283">1283</a> |
| <a href="#1284" id="1284">1284</a> |
| <a href="#1285" id="1285">1285</a> |
| <a href="#1286" id="1286">1286</a> |
| <a href="#1287" id="1287">1287</a> |
| <a href="#1288" id="1288">1288</a> |
| <a href="#1289" id="1289">1289</a> |
| <a href="#1290" id="1290">1290</a> |
| <a href="#1291" id="1291">1291</a> |
| <a href="#1292" id="1292">1292</a> |
| <a href="#1293" id="1293">1293</a> |
| <a href="#1294" id="1294">1294</a> |
| <a href="#1295" id="1295">1295</a> |
| <a href="#1296" id="1296">1296</a> |
| <a href="#1297" id="1297">1297</a> |
| <a href="#1298" id="1298">1298</a> |
| <a href="#1299" id="1299">1299</a> |
| <a href="#1300" id="1300">1300</a> |
| <a href="#1301" id="1301">1301</a> |
| <a href="#1302" id="1302">1302</a> |
| <a href="#1303" id="1303">1303</a> |
| <a href="#1304" id="1304">1304</a> |
| <a href="#1305" id="1305">1305</a> |
| <a href="#1306" id="1306">1306</a> |
| <a href="#1307" id="1307">1307</a> |
| <a href="#1308" id="1308">1308</a> |
| <a href="#1309" id="1309">1309</a> |
| <a href="#1310" id="1310">1310</a> |
| <a href="#1311" id="1311">1311</a> |
| <a href="#1312" id="1312">1312</a> |
| <a href="#1313" id="1313">1313</a> |
| <a href="#1314" id="1314">1314</a> |
| <a href="#1315" id="1315">1315</a> |
| <a href="#1316" id="1316">1316</a> |
| <a href="#1317" id="1317">1317</a> |
| <a href="#1318" id="1318">1318</a> |
| <a href="#1319" id="1319">1319</a> |
| <a href="#1320" id="1320">1320</a> |
| <a href="#1321" id="1321">1321</a> |
| <a href="#1322" id="1322">1322</a> |
| <a href="#1323" id="1323">1323</a> |
| <a href="#1324" id="1324">1324</a> |
| <a href="#1325" id="1325">1325</a> |
| <a href="#1326" id="1326">1326</a> |
| <a href="#1327" id="1327">1327</a> |
| <a href="#1328" id="1328">1328</a> |
| <a href="#1329" id="1329">1329</a> |
| <a href="#1330" id="1330">1330</a> |
| <a href="#1331" id="1331">1331</a> |
| <a href="#1332" id="1332">1332</a> |
| <a href="#1333" id="1333">1333</a> |
| <a href="#1334" id="1334">1334</a> |
| <a href="#1335" id="1335">1335</a> |
| <a href="#1336" id="1336">1336</a> |
| <a href="#1337" id="1337">1337</a> |
| <a href="#1338" id="1338">1338</a> |
| <a href="#1339" id="1339">1339</a> |
| <a href="#1340" id="1340">1340</a> |
| <a href="#1341" id="1341">1341</a> |
| <a href="#1342" id="1342">1342</a> |
| <a href="#1343" id="1343">1343</a> |
| <a href="#1344" id="1344">1344</a> |
| <a href="#1345" id="1345">1345</a> |
| <a href="#1346" id="1346">1346</a> |
| <a href="#1347" id="1347">1347</a> |
| <a href="#1348" id="1348">1348</a> |
| <a href="#1349" id="1349">1349</a> |
| <a href="#1350" id="1350">1350</a> |
| <a href="#1351" id="1351">1351</a> |
| <a href="#1352" id="1352">1352</a> |
| <a href="#1353" id="1353">1353</a> |
| <a href="#1354" id="1354">1354</a> |
| <a href="#1355" id="1355">1355</a> |
| <a href="#1356" id="1356">1356</a> |
| <a href="#1357" id="1357">1357</a> |
| <a href="#1358" id="1358">1358</a> |
| <a href="#1359" id="1359">1359</a> |
| <a href="#1360" id="1360">1360</a> |
| <a href="#1361" id="1361">1361</a> |
| <a href="#1362" id="1362">1362</a> |
| <a href="#1363" id="1363">1363</a> |
| <a href="#1364" id="1364">1364</a> |
| <a href="#1365" id="1365">1365</a> |
| <a href="#1366" id="1366">1366</a> |
| <a href="#1367" id="1367">1367</a> |
| <a href="#1368" id="1368">1368</a> |
| <a href="#1369" id="1369">1369</a> |
| <a href="#1370" id="1370">1370</a> |
| <a href="#1371" id="1371">1371</a> |
| <a href="#1372" id="1372">1372</a> |
| <a href="#1373" id="1373">1373</a> |
| <a href="#1374" id="1374">1374</a> |
| <a href="#1375" id="1375">1375</a> |
| <a href="#1376" id="1376">1376</a> |
| <a href="#1377" id="1377">1377</a> |
| <a href="#1378" id="1378">1378</a> |
| <a href="#1379" id="1379">1379</a> |
| <a href="#1380" id="1380">1380</a> |
| <a href="#1381" id="1381">1381</a> |
| <a href="#1382" id="1382">1382</a> |
| <a href="#1383" id="1383">1383</a> |
| <a href="#1384" id="1384">1384</a> |
| <a href="#1385" id="1385">1385</a> |
| <a href="#1386" id="1386">1386</a> |
| <a href="#1387" id="1387">1387</a> |
| <a href="#1388" id="1388">1388</a> |
| <a href="#1389" id="1389">1389</a> |
| <a href="#1390" id="1390">1390</a> |
| <a href="#1391" id="1391">1391</a> |
| <a href="#1392" id="1392">1392</a> |
| <a href="#1393" id="1393">1393</a> |
| <a href="#1394" id="1394">1394</a> |
| <a href="#1395" id="1395">1395</a> |
| <a href="#1396" id="1396">1396</a> |
| <a href="#1397" id="1397">1397</a> |
| <a href="#1398" id="1398">1398</a> |
| <a href="#1399" id="1399">1399</a> |
| <a href="#1400" id="1400">1400</a> |
| <a href="#1401" id="1401">1401</a> |
| <a href="#1402" id="1402">1402</a> |
| <a href="#1403" id="1403">1403</a> |
| <a href="#1404" id="1404">1404</a> |
| <a href="#1405" id="1405">1405</a> |
| <a href="#1406" id="1406">1406</a> |
| <a href="#1407" id="1407">1407</a> |
| <a href="#1408" id="1408">1408</a> |
| <a href="#1409" id="1409">1409</a> |
| <a href="#1410" id="1410">1410</a> |
| <a href="#1411" id="1411">1411</a> |
| <a href="#1412" id="1412">1412</a> |
| <a href="#1413" id="1413">1413</a> |
| <a href="#1414" id="1414">1414</a> |
| <a href="#1415" id="1415">1415</a> |
| <a href="#1416" id="1416">1416</a> |
| <a href="#1417" id="1417">1417</a> |
| <a href="#1418" id="1418">1418</a> |
| <a href="#1419" id="1419">1419</a> |
| <a href="#1420" id="1420">1420</a> |
| <a href="#1421" id="1421">1421</a> |
| <a href="#1422" id="1422">1422</a> |
| <a href="#1423" id="1423">1423</a> |
| <a href="#1424" id="1424">1424</a> |
| <a href="#1425" id="1425">1425</a> |
| <a href="#1426" id="1426">1426</a> |
| <a href="#1427" id="1427">1427</a> |
| <a href="#1428" id="1428">1428</a> |
| <a href="#1429" id="1429">1429</a> |
| <a href="#1430" id="1430">1430</a> |
| <a href="#1431" id="1431">1431</a> |
| <a href="#1432" id="1432">1432</a> |
| <a href="#1433" id="1433">1433</a> |
| <a href="#1434" id="1434">1434</a> |
| <a href="#1435" id="1435">1435</a> |
| <a href="#1436" id="1436">1436</a> |
| <a href="#1437" id="1437">1437</a> |
| <a href="#1438" id="1438">1438</a> |
| <a href="#1439" id="1439">1439</a> |
| <a href="#1440" id="1440">1440</a> |
| <a href="#1441" id="1441">1441</a> |
| <a href="#1442" id="1442">1442</a> |
| <a href="#1443" id="1443">1443</a> |
| <a href="#1444" id="1444">1444</a> |
| <a href="#1445" id="1445">1445</a> |
| <a href="#1446" id="1446">1446</a> |
| <a href="#1447" id="1447">1447</a> |
| <a href="#1448" id="1448">1448</a> |
| <a href="#1449" id="1449">1449</a> |
| <a href="#1450" id="1450">1450</a> |
| <a href="#1451" id="1451">1451</a> |
| <a href="#1452" id="1452">1452</a> |
| <a href="#1453" id="1453">1453</a> |
| <a href="#1454" id="1454">1454</a> |
| <a href="#1455" id="1455">1455</a> |
| <a href="#1456" id="1456">1456</a> |
| <a href="#1457" id="1457">1457</a> |
| <a href="#1458" id="1458">1458</a> |
| <a href="#1459" id="1459">1459</a> |
| <a href="#1460" id="1460">1460</a> |
| <a href="#1461" id="1461">1461</a> |
| <a href="#1462" id="1462">1462</a> |
| <a href="#1463" id="1463">1463</a> |
| <a href="#1464" id="1464">1464</a> |
| <a href="#1465" id="1465">1465</a> |
| <a href="#1466" id="1466">1466</a> |
| <a href="#1467" id="1467">1467</a> |
| <a href="#1468" id="1468">1468</a> |
| <a href="#1469" id="1469">1469</a> |
| <a href="#1470" id="1470">1470</a> |
| <a href="#1471" id="1471">1471</a> |
| <a href="#1472" id="1472">1472</a> |
| <a href="#1473" id="1473">1473</a> |
| <a href="#1474" id="1474">1474</a> |
| <a href="#1475" id="1475">1475</a> |
| <a href="#1476" id="1476">1476</a> |
| <a href="#1477" id="1477">1477</a> |
| <a href="#1478" id="1478">1478</a> |
| <a href="#1479" id="1479">1479</a> |
| <a href="#1480" id="1480">1480</a> |
| <a href="#1481" id="1481">1481</a> |
| <a href="#1482" id="1482">1482</a> |
| <a href="#1483" id="1483">1483</a> |
| <a href="#1484" id="1484">1484</a> |
| <a href="#1485" id="1485">1485</a> |
| <a href="#1486" id="1486">1486</a> |
| <a href="#1487" id="1487">1487</a> |
| <a href="#1488" id="1488">1488</a> |
| <a href="#1489" id="1489">1489</a> |
| <a href="#1490" id="1490">1490</a> |
| <a href="#1491" id="1491">1491</a> |
| <a href="#1492" id="1492">1492</a> |
| <a href="#1493" id="1493">1493</a> |
| <a href="#1494" id="1494">1494</a> |
| <a href="#1495" id="1495">1495</a> |
| <a href="#1496" id="1496">1496</a> |
| <a href="#1497" id="1497">1497</a> |
| <a href="#1498" id="1498">1498</a> |
| <a href="#1499" id="1499">1499</a> |
| <a href="#1500" id="1500">1500</a> |
| <a href="#1501" id="1501">1501</a> |
| <a href="#1502" id="1502">1502</a> |
| <a href="#1503" id="1503">1503</a> |
| <a href="#1504" id="1504">1504</a> |
| <a href="#1505" id="1505">1505</a> |
| <a href="#1506" id="1506">1506</a> |
| <a href="#1507" id="1507">1507</a> |
| <a href="#1508" id="1508">1508</a> |
| <a href="#1509" id="1509">1509</a> |
| <a href="#1510" id="1510">1510</a> |
| <a href="#1511" id="1511">1511</a> |
| <a href="#1512" id="1512">1512</a> |
| <a href="#1513" id="1513">1513</a> |
| <a href="#1514" id="1514">1514</a> |
| <a href="#1515" id="1515">1515</a> |
| <a href="#1516" id="1516">1516</a> |
| <a href="#1517" id="1517">1517</a> |
| <a href="#1518" id="1518">1518</a> |
| <a href="#1519" id="1519">1519</a> |
| <a href="#1520" id="1520">1520</a> |
| <a href="#1521" id="1521">1521</a> |
| <a href="#1522" id="1522">1522</a> |
| <a href="#1523" id="1523">1523</a> |
| <a href="#1524" id="1524">1524</a> |
| <a href="#1525" id="1525">1525</a> |
| <a href="#1526" id="1526">1526</a> |
| <a href="#1527" id="1527">1527</a> |
| <a href="#1528" id="1528">1528</a> |
| <a href="#1529" id="1529">1529</a> |
| <a href="#1530" id="1530">1530</a> |
| <a href="#1531" id="1531">1531</a> |
| <a href="#1532" id="1532">1532</a> |
| <a href="#1533" id="1533">1533</a> |
| <a href="#1534" id="1534">1534</a> |
| <a href="#1535" id="1535">1535</a> |
| <a href="#1536" id="1536">1536</a> |
| <a href="#1537" id="1537">1537</a> |
| <a href="#1538" id="1538">1538</a> |
| <a href="#1539" id="1539">1539</a> |
| <a href="#1540" id="1540">1540</a> |
| <a href="#1541" id="1541">1541</a> |
| <a href="#1542" id="1542">1542</a> |
| <a href="#1543" id="1543">1543</a> |
| <a href="#1544" id="1544">1544</a> |
| <a href="#1545" id="1545">1545</a> |
| <a href="#1546" id="1546">1546</a> |
| <a href="#1547" id="1547">1547</a> |
| <a href="#1548" id="1548">1548</a> |
| <a href="#1549" id="1549">1549</a> |
| <a href="#1550" id="1550">1550</a> |
| <a href="#1551" id="1551">1551</a> |
| <a href="#1552" id="1552">1552</a> |
| <a href="#1553" id="1553">1553</a> |
| <a href="#1554" id="1554">1554</a> |
| <a href="#1555" id="1555">1555</a> |
| <a href="#1556" id="1556">1556</a> |
| <a href="#1557" id="1557">1557</a> |
| <a href="#1558" id="1558">1558</a> |
| <a href="#1559" id="1559">1559</a> |
| <a href="#1560" id="1560">1560</a> |
| <a href="#1561" id="1561">1561</a> |
| <a href="#1562" id="1562">1562</a> |
| <a href="#1563" id="1563">1563</a> |
| <a href="#1564" id="1564">1564</a> |
| <a href="#1565" id="1565">1565</a> |
| <a href="#1566" id="1566">1566</a> |
| <a href="#1567" id="1567">1567</a> |
| <a href="#1568" id="1568">1568</a> |
| <a href="#1569" id="1569">1569</a> |
| <a href="#1570" id="1570">1570</a> |
| <a href="#1571" id="1571">1571</a> |
| <a href="#1572" id="1572">1572</a> |
| <a href="#1573" id="1573">1573</a> |
| <a href="#1574" id="1574">1574</a> |
| <a href="#1575" id="1575">1575</a> |
| <a href="#1576" id="1576">1576</a> |
| <a href="#1577" id="1577">1577</a> |
| <a href="#1578" id="1578">1578</a> |
| <a href="#1579" id="1579">1579</a> |
| <a href="#1580" id="1580">1580</a> |
| <a href="#1581" id="1581">1581</a> |
| <a href="#1582" id="1582">1582</a> |
| <a href="#1583" id="1583">1583</a> |
| <a href="#1584" id="1584">1584</a> |
| <a href="#1585" id="1585">1585</a> |
| <a href="#1586" id="1586">1586</a> |
| <a href="#1587" id="1587">1587</a> |
| <a href="#1588" id="1588">1588</a> |
| <a href="#1589" id="1589">1589</a> |
| <a href="#1590" id="1590">1590</a> |
| <a href="#1591" id="1591">1591</a> |
| <a href="#1592" id="1592">1592</a> |
| <a href="#1593" id="1593">1593</a> |
| <a href="#1594" id="1594">1594</a> |
| <a href="#1595" id="1595">1595</a> |
| <a href="#1596" id="1596">1596</a> |
| <a href="#1597" id="1597">1597</a> |
| <a href="#1598" id="1598">1598</a> |
| <a href="#1599" id="1599">1599</a> |
| <a href="#1600" id="1600">1600</a> |
| <a href="#1601" id="1601">1601</a> |
| <a href="#1602" id="1602">1602</a> |
| <a href="#1603" id="1603">1603</a> |
| <a href="#1604" id="1604">1604</a> |
| <a href="#1605" id="1605">1605</a> |
| <a href="#1606" id="1606">1606</a> |
| <a href="#1607" id="1607">1607</a> |
| <a href="#1608" id="1608">1608</a> |
| <a href="#1609" id="1609">1609</a> |
| <a href="#1610" id="1610">1610</a> |
| <a href="#1611" id="1611">1611</a> |
| <a href="#1612" id="1612">1612</a> |
| <a href="#1613" id="1613">1613</a> |
| <a href="#1614" id="1614">1614</a> |
| <a href="#1615" id="1615">1615</a> |
| <a href="#1616" id="1616">1616</a> |
| <a href="#1617" id="1617">1617</a> |
| <a href="#1618" id="1618">1618</a> |
| <a href="#1619" id="1619">1619</a> |
| <a href="#1620" id="1620">1620</a> |
| <a href="#1621" id="1621">1621</a> |
| <a href="#1622" id="1622">1622</a> |
| <a href="#1623" id="1623">1623</a> |
| <a href="#1624" id="1624">1624</a> |
| <a href="#1625" id="1625">1625</a> |
| <a href="#1626" id="1626">1626</a> |
| <a href="#1627" id="1627">1627</a> |
| <a href="#1628" id="1628">1628</a> |
| <a href="#1629" id="1629">1629</a> |
| <a href="#1630" id="1630">1630</a> |
| <a href="#1631" id="1631">1631</a> |
| <a href="#1632" id="1632">1632</a> |
| <a href="#1633" id="1633">1633</a> |
| <a href="#1634" id="1634">1634</a> |
| <a href="#1635" id="1635">1635</a> |
| <a href="#1636" id="1636">1636</a> |
| <a href="#1637" id="1637">1637</a> |
| <a href="#1638" id="1638">1638</a> |
| <a href="#1639" id="1639">1639</a> |
| <a href="#1640" id="1640">1640</a> |
| <a href="#1641" id="1641">1641</a> |
| <a href="#1642" id="1642">1642</a> |
| <a href="#1643" id="1643">1643</a> |
| <a href="#1644" id="1644">1644</a> |
| <a href="#1645" id="1645">1645</a> |
| <a href="#1646" id="1646">1646</a> |
| <a href="#1647" id="1647">1647</a> |
| <a href="#1648" id="1648">1648</a> |
| <a href="#1649" id="1649">1649</a> |
| <a href="#1650" id="1650">1650</a> |
| <a href="#1651" id="1651">1651</a> |
| <a href="#1652" id="1652">1652</a> |
| <a href="#1653" id="1653">1653</a> |
| <a href="#1654" id="1654">1654</a> |
| <a href="#1655" id="1655">1655</a> |
| <a href="#1656" id="1656">1656</a> |
| <a href="#1657" id="1657">1657</a> |
| <a href="#1658" id="1658">1658</a> |
| <a href="#1659" id="1659">1659</a> |
| <a href="#1660" id="1660">1660</a> |
| <a href="#1661" id="1661">1661</a> |
| <a href="#1662" id="1662">1662</a> |
| <a href="#1663" id="1663">1663</a> |
| <a href="#1664" id="1664">1664</a> |
| <a href="#1665" id="1665">1665</a> |
| <a href="#1666" id="1666">1666</a> |
| <a href="#1667" id="1667">1667</a> |
| <a href="#1668" id="1668">1668</a> |
| <a href="#1669" id="1669">1669</a> |
| <a href="#1670" id="1670">1670</a> |
| <a href="#1671" id="1671">1671</a> |
| <a href="#1672" id="1672">1672</a> |
| <a href="#1673" id="1673">1673</a> |
| <a href="#1674" id="1674">1674</a> |
| <a href="#1675" id="1675">1675</a> |
| <a href="#1676" id="1676">1676</a> |
| <a href="#1677" id="1677">1677</a> |
| <a href="#1678" id="1678">1678</a> |
| <a href="#1679" id="1679">1679</a> |
| <a href="#1680" id="1680">1680</a> |
| <a href="#1681" id="1681">1681</a> |
| <a href="#1682" id="1682">1682</a> |
| <a href="#1683" id="1683">1683</a> |
| <a href="#1684" id="1684">1684</a> |
| <a href="#1685" id="1685">1685</a> |
| <a href="#1686" id="1686">1686</a> |
| <a href="#1687" id="1687">1687</a> |
| <a href="#1688" id="1688">1688</a> |
| <a href="#1689" id="1689">1689</a> |
| <a href="#1690" id="1690">1690</a> |
| <a href="#1691" id="1691">1691</a> |
| <a href="#1692" id="1692">1692</a> |
| <a href="#1693" id="1693">1693</a> |
| <a href="#1694" id="1694">1694</a> |
| <a href="#1695" id="1695">1695</a> |
| <a href="#1696" id="1696">1696</a> |
| <a href="#1697" id="1697">1697</a> |
| <a href="#1698" id="1698">1698</a> |
| <a href="#1699" id="1699">1699</a> |
| <a href="#1700" id="1700">1700</a> |
| <a href="#1701" id="1701">1701</a> |
| <a href="#1702" id="1702">1702</a> |
| <a href="#1703" id="1703">1703</a> |
| <a href="#1704" id="1704">1704</a> |
| <a href="#1705" id="1705">1705</a> |
| <a href="#1706" id="1706">1706</a> |
| <a href="#1707" id="1707">1707</a> |
| <a href="#1708" id="1708">1708</a> |
| <a href="#1709" id="1709">1709</a> |
| <a href="#1710" id="1710">1710</a> |
| <a href="#1711" id="1711">1711</a> |
| <a href="#1712" id="1712">1712</a> |
| <a href="#1713" id="1713">1713</a> |
| <a href="#1714" id="1714">1714</a> |
| <a href="#1715" id="1715">1715</a> |
| <a href="#1716" id="1716">1716</a> |
| <a href="#1717" id="1717">1717</a> |
| <a href="#1718" id="1718">1718</a> |
| <a href="#1719" id="1719">1719</a> |
| <a href="#1720" id="1720">1720</a> |
| <a href="#1721" id="1721">1721</a> |
| <a href="#1722" id="1722">1722</a> |
| <a href="#1723" id="1723">1723</a> |
| <a href="#1724" id="1724">1724</a> |
| <a href="#1725" id="1725">1725</a> |
| <a href="#1726" id="1726">1726</a> |
| <a href="#1727" id="1727">1727</a> |
| <a href="#1728" id="1728">1728</a> |
| <a href="#1729" id="1729">1729</a> |
| <a href="#1730" id="1730">1730</a> |
| <a href="#1731" id="1731">1731</a> |
| <a href="#1732" id="1732">1732</a> |
| <a href="#1733" id="1733">1733</a> |
| <a href="#1734" id="1734">1734</a> |
| <a href="#1735" id="1735">1735</a> |
| <a href="#1736" id="1736">1736</a> |
| <a href="#1737" id="1737">1737</a> |
| <a href="#1738" id="1738">1738</a> |
| <a href="#1739" id="1739">1739</a> |
| <a href="#1740" id="1740">1740</a> |
| <a href="#1741" id="1741">1741</a> |
| <a href="#1742" id="1742">1742</a> |
| <a href="#1743" id="1743">1743</a> |
| <a href="#1744" id="1744">1744</a> |
| <a href="#1745" id="1745">1745</a> |
| <a href="#1746" id="1746">1746</a> |
| <a href="#1747" id="1747">1747</a> |
| <a href="#1748" id="1748">1748</a> |
| <a href="#1749" id="1749">1749</a> |
| <a href="#1750" id="1750">1750</a> |
| <a href="#1751" id="1751">1751</a> |
| <a href="#1752" id="1752">1752</a> |
| <a href="#1753" id="1753">1753</a> |
| <a href="#1754" id="1754">1754</a> |
| <a href="#1755" id="1755">1755</a> |
| <a href="#1756" id="1756">1756</a> |
| <a href="#1757" id="1757">1757</a> |
| <a href="#1758" id="1758">1758</a> |
| <a href="#1759" id="1759">1759</a> |
| <a href="#1760" id="1760">1760</a> |
| <a href="#1761" id="1761">1761</a> |
| <a href="#1762" id="1762">1762</a> |
| <a href="#1763" id="1763">1763</a> |
| <a href="#1764" id="1764">1764</a> |
| <a href="#1765" id="1765">1765</a> |
| <a href="#1766" id="1766">1766</a> |
| <a href="#1767" id="1767">1767</a> |
| <a href="#1768" id="1768">1768</a> |
| <a href="#1769" id="1769">1769</a> |
| <a href="#1770" id="1770">1770</a> |
| <a href="#1771" id="1771">1771</a> |
| <a href="#1772" id="1772">1772</a> |
| <a href="#1773" id="1773">1773</a> |
| <a href="#1774" id="1774">1774</a> |
| <a href="#1775" id="1775">1775</a> |
| <a href="#1776" id="1776">1776</a> |
| <a href="#1777" id="1777">1777</a> |
| <a href="#1778" id="1778">1778</a> |
| <a href="#1779" id="1779">1779</a> |
| <a href="#1780" id="1780">1780</a> |
| <a href="#1781" id="1781">1781</a> |
| <a href="#1782" id="1782">1782</a> |
| <a href="#1783" id="1783">1783</a> |
| <a href="#1784" id="1784">1784</a> |
| <a href="#1785" id="1785">1785</a> |
| <a href="#1786" id="1786">1786</a> |
| <a href="#1787" id="1787">1787</a> |
| <a href="#1788" id="1788">1788</a> |
| <a href="#1789" id="1789">1789</a> |
| <a href="#1790" id="1790">1790</a> |
| <a href="#1791" id="1791">1791</a> |
| <a href="#1792" id="1792">1792</a> |
| <a href="#1793" id="1793">1793</a> |
| <a href="#1794" id="1794">1794</a> |
| <a href="#1795" id="1795">1795</a> |
| <a href="#1796" id="1796">1796</a> |
| <a href="#1797" id="1797">1797</a> |
| <a href="#1798" id="1798">1798</a> |
| <a href="#1799" id="1799">1799</a> |
| <a href="#1800" id="1800">1800</a> |
| <a href="#1801" id="1801">1801</a> |
| <a href="#1802" id="1802">1802</a> |
| <a href="#1803" id="1803">1803</a> |
| <a href="#1804" id="1804">1804</a> |
| <a href="#1805" id="1805">1805</a> |
| <a href="#1806" id="1806">1806</a> |
| <a href="#1807" id="1807">1807</a> |
| <a href="#1808" id="1808">1808</a> |
| <a href="#1809" id="1809">1809</a> |
| <a href="#1810" id="1810">1810</a> |
| <a href="#1811" id="1811">1811</a> |
| <a href="#1812" id="1812">1812</a> |
| <a href="#1813" id="1813">1813</a> |
| <a href="#1814" id="1814">1814</a> |
| <a href="#1815" id="1815">1815</a> |
| <a href="#1816" id="1816">1816</a> |
| <a href="#1817" id="1817">1817</a> |
| <a href="#1818" id="1818">1818</a> |
| <a href="#1819" id="1819">1819</a> |
| <a href="#1820" id="1820">1820</a> |
| <a href="#1821" id="1821">1821</a> |
| <a href="#1822" id="1822">1822</a> |
| <a href="#1823" id="1823">1823</a> |
| <a href="#1824" id="1824">1824</a> |
| <a href="#1825" id="1825">1825</a> |
| <a href="#1826" id="1826">1826</a> |
| <a href="#1827" id="1827">1827</a> |
| <a href="#1828" id="1828">1828</a> |
| <a href="#1829" id="1829">1829</a> |
| <a href="#1830" id="1830">1830</a> |
| <a href="#1831" id="1831">1831</a> |
| <a href="#1832" id="1832">1832</a> |
| <a href="#1833" id="1833">1833</a> |
| <a href="#1834" id="1834">1834</a> |
| <a href="#1835" id="1835">1835</a> |
| <a href="#1836" id="1836">1836</a> |
| <a href="#1837" id="1837">1837</a> |
| <a href="#1838" id="1838">1838</a> |
| <a href="#1839" id="1839">1839</a> |
| <a href="#1840" id="1840">1840</a> |
| <a href="#1841" id="1841">1841</a> |
| <a href="#1842" id="1842">1842</a> |
| <a href="#1843" id="1843">1843</a> |
| <a href="#1844" id="1844">1844</a> |
| <a href="#1845" id="1845">1845</a> |
| <a href="#1846" id="1846">1846</a> |
| <a href="#1847" id="1847">1847</a> |
| <a href="#1848" id="1848">1848</a> |
| <a href="#1849" id="1849">1849</a> |
| <a href="#1850" id="1850">1850</a> |
| <a href="#1851" id="1851">1851</a> |
| <a href="#1852" id="1852">1852</a> |
| <a href="#1853" id="1853">1853</a> |
| <a href="#1854" id="1854">1854</a> |
| <a href="#1855" id="1855">1855</a> |
| <a href="#1856" id="1856">1856</a> |
| <a href="#1857" id="1857">1857</a> |
| <a href="#1858" id="1858">1858</a> |
| <a href="#1859" id="1859">1859</a> |
| <a href="#1860" id="1860">1860</a> |
| <a href="#1861" id="1861">1861</a> |
| <a href="#1862" id="1862">1862</a> |
| <a href="#1863" id="1863">1863</a> |
| <a href="#1864" id="1864">1864</a> |
| <a href="#1865" id="1865">1865</a> |
| <a href="#1866" id="1866">1866</a> |
| <a href="#1867" id="1867">1867</a> |
| <a href="#1868" id="1868">1868</a> |
| <a href="#1869" id="1869">1869</a> |
| <a href="#1870" id="1870">1870</a> |
| <a href="#1871" id="1871">1871</a> |
| <a href="#1872" id="1872">1872</a> |
| <a href="#1873" id="1873">1873</a> |
| <a href="#1874" id="1874">1874</a> |
| <a href="#1875" id="1875">1875</a> |
| <a href="#1876" id="1876">1876</a> |
| <a href="#1877" id="1877">1877</a> |
| <a href="#1878" id="1878">1878</a> |
| <a href="#1879" id="1879">1879</a> |
| <a href="#1880" id="1880">1880</a> |
| <a href="#1881" id="1881">1881</a> |
| <a href="#1882" id="1882">1882</a> |
| <a href="#1883" id="1883">1883</a> |
| <a href="#1884" id="1884">1884</a> |
| <a href="#1885" id="1885">1885</a> |
| <a href="#1886" id="1886">1886</a> |
| <a href="#1887" id="1887">1887</a> |
| <a href="#1888" id="1888">1888</a> |
| <a href="#1889" id="1889">1889</a> |
| <a href="#1890" id="1890">1890</a> |
| <a href="#1891" id="1891">1891</a> |
| <a href="#1892" id="1892">1892</a> |
| <a href="#1893" id="1893">1893</a> |
| <a href="#1894" id="1894">1894</a> |
| <a href="#1895" id="1895">1895</a> |
| <a href="#1896" id="1896">1896</a> |
| <a href="#1897" id="1897">1897</a> |
| <a href="#1898" id="1898">1898</a> |
| <a href="#1899" id="1899">1899</a> |
| <a href="#1900" id="1900">1900</a> |
| <a href="#1901" id="1901">1901</a> |
| <a href="#1902" id="1902">1902</a> |
| <a href="#1903" id="1903">1903</a> |
| <a href="#1904" id="1904">1904</a> |
| <a href="#1905" id="1905">1905</a> |
| <a href="#1906" id="1906">1906</a> |
| <a href="#1907" id="1907">1907</a> |
| <a href="#1908" id="1908">1908</a> |
| <a href="#1909" id="1909">1909</a> |
| <a href="#1910" id="1910">1910</a> |
| <a href="#1911" id="1911">1911</a> |
| <a href="#1912" id="1912">1912</a> |
| <a href="#1913" id="1913">1913</a> |
| <a href="#1914" id="1914">1914</a> |
| <a href="#1915" id="1915">1915</a> |
| <a href="#1916" id="1916">1916</a> |
| <a href="#1917" id="1917">1917</a> |
| <a href="#1918" id="1918">1918</a> |
| <a href="#1919" id="1919">1919</a> |
| <a href="#1920" id="1920">1920</a> |
| <a href="#1921" id="1921">1921</a> |
| <a href="#1922" id="1922">1922</a> |
| <a href="#1923" id="1923">1923</a> |
| <a href="#1924" id="1924">1924</a> |
| <a href="#1925" id="1925">1925</a> |
| <a href="#1926" id="1926">1926</a> |
| <a href="#1927" id="1927">1927</a> |
| <a href="#1928" id="1928">1928</a> |
| <a href="#1929" id="1929">1929</a> |
| <a href="#1930" id="1930">1930</a> |
| <a href="#1931" id="1931">1931</a> |
| <a href="#1932" id="1932">1932</a> |
| <a href="#1933" id="1933">1933</a> |
| <a href="#1934" id="1934">1934</a> |
| <a href="#1935" id="1935">1935</a> |
| <a href="#1936" id="1936">1936</a> |
| <a href="#1937" id="1937">1937</a> |
| <a href="#1938" id="1938">1938</a> |
| <a href="#1939" id="1939">1939</a> |
| <a href="#1940" id="1940">1940</a> |
| <a href="#1941" id="1941">1941</a> |
| <a href="#1942" id="1942">1942</a> |
| <a href="#1943" id="1943">1943</a> |
| <a href="#1944" id="1944">1944</a> |
| <a href="#1945" id="1945">1945</a> |
| <a href="#1946" id="1946">1946</a> |
| <a href="#1947" id="1947">1947</a> |
| <a href="#1948" id="1948">1948</a> |
| <a href="#1949" id="1949">1949</a> |
| <a href="#1950" id="1950">1950</a> |
| <a href="#1951" id="1951">1951</a> |
| <a href="#1952" id="1952">1952</a> |
| <a href="#1953" id="1953">1953</a> |
| <a href="#1954" id="1954">1954</a> |
| <a href="#1955" id="1955">1955</a> |
| <a href="#1956" id="1956">1956</a> |
| <a href="#1957" id="1957">1957</a> |
| <a href="#1958" id="1958">1958</a> |
| <a href="#1959" id="1959">1959</a> |
| <a href="#1960" id="1960">1960</a> |
| <a href="#1961" id="1961">1961</a> |
| <a href="#1962" id="1962">1962</a> |
| <a href="#1963" id="1963">1963</a> |
| <a href="#1964" id="1964">1964</a> |
| <a href="#1965" id="1965">1965</a> |
| <a href="#1966" id="1966">1966</a> |
| <a href="#1967" id="1967">1967</a> |
| <a href="#1968" id="1968">1968</a> |
| <a href="#1969" id="1969">1969</a> |
| <a href="#1970" id="1970">1970</a> |
| <a href="#1971" id="1971">1971</a> |
| <a href="#1972" id="1972">1972</a> |
| <a href="#1973" id="1973">1973</a> |
| <a href="#1974" id="1974">1974</a> |
| <a href="#1975" id="1975">1975</a> |
| <a href="#1976" id="1976">1976</a> |
| <a href="#1977" id="1977">1977</a> |
| <a href="#1978" id="1978">1978</a> |
| <a href="#1979" id="1979">1979</a> |
| <a href="#1980" id="1980">1980</a> |
| <a href="#1981" id="1981">1981</a> |
| <a href="#1982" id="1982">1982</a> |
| <a href="#1983" id="1983">1983</a> |
| <a href="#1984" id="1984">1984</a> |
| <a href="#1985" id="1985">1985</a> |
| <a href="#1986" id="1986">1986</a> |
| <a href="#1987" id="1987">1987</a> |
| <a href="#1988" id="1988">1988</a> |
| <a href="#1989" id="1989">1989</a> |
| <a href="#1990" id="1990">1990</a> |
| <a href="#1991" id="1991">1991</a> |
| <a href="#1992" id="1992">1992</a> |
| <a href="#1993" id="1993">1993</a> |
| <a href="#1994" id="1994">1994</a> |
| <a href="#1995" id="1995">1995</a> |
| <a href="#1996" id="1996">1996</a> |
| <a href="#1997" id="1997">1997</a> |
| <a href="#1998" id="1998">1998</a> |
| <a href="#1999" id="1999">1999</a> |
| <a href="#2000" id="2000">2000</a> |
| <a href="#2001" id="2001">2001</a> |
| <a href="#2002" id="2002">2002</a> |
| <a href="#2003" id="2003">2003</a> |
| <a href="#2004" id="2004">2004</a> |
| <a href="#2005" id="2005">2005</a> |
| <a href="#2006" id="2006">2006</a> |
| <a href="#2007" id="2007">2007</a> |
| <a href="#2008" id="2008">2008</a> |
| <a href="#2009" id="2009">2009</a> |
| <a href="#2010" id="2010">2010</a> |
| <a href="#2011" id="2011">2011</a> |
| <a href="#2012" id="2012">2012</a> |
| <a href="#2013" id="2013">2013</a> |
| <a href="#2014" id="2014">2014</a> |
| <a href="#2015" id="2015">2015</a> |
| <a href="#2016" id="2016">2016</a> |
| <a href="#2017" id="2017">2017</a> |
| <a href="#2018" id="2018">2018</a> |
| <a href="#2019" id="2019">2019</a> |
| <a href="#2020" id="2020">2020</a> |
| <a href="#2021" id="2021">2021</a> |
| <a href="#2022" id="2022">2022</a> |
| <a href="#2023" id="2023">2023</a> |
| <a href="#2024" id="2024">2024</a> |
| <a href="#2025" id="2025">2025</a> |
| <a href="#2026" id="2026">2026</a> |
| <a href="#2027" id="2027">2027</a> |
| <a href="#2028" id="2028">2028</a> |
| <a href="#2029" id="2029">2029</a> |
| <a href="#2030" id="2030">2030</a> |
| <a href="#2031" id="2031">2031</a> |
| <a href="#2032" id="2032">2032</a> |
| <a href="#2033" id="2033">2033</a> |
| <a href="#2034" id="2034">2034</a> |
| <a href="#2035" id="2035">2035</a> |
| <a href="#2036" id="2036">2036</a> |
| <a href="#2037" id="2037">2037</a> |
| <a href="#2038" id="2038">2038</a> |
| <a href="#2039" id="2039">2039</a> |
| <a href="#2040" id="2040">2040</a> |
| <a href="#2041" id="2041">2041</a> |
| <a href="#2042" id="2042">2042</a> |
| <a href="#2043" id="2043">2043</a> |
| <a href="#2044" id="2044">2044</a> |
| <a href="#2045" id="2045">2045</a> |
| <a href="#2046" id="2046">2046</a> |
| <a href="#2047" id="2047">2047</a> |
| <a href="#2048" id="2048">2048</a> |
| <a href="#2049" id="2049">2049</a> |
| <a href="#2050" id="2050">2050</a> |
| <a href="#2051" id="2051">2051</a> |
| <a href="#2052" id="2052">2052</a> |
| <a href="#2053" id="2053">2053</a> |
| <a href="#2054" id="2054">2054</a> |
| <a href="#2055" id="2055">2055</a> |
| <a href="#2056" id="2056">2056</a> |
| <a href="#2057" id="2057">2057</a> |
| <a href="#2058" id="2058">2058</a> |
| <a href="#2059" id="2059">2059</a> |
| <a href="#2060" id="2060">2060</a> |
| <a href="#2061" id="2061">2061</a> |
| <a href="#2062" id="2062">2062</a> |
| <a href="#2063" id="2063">2063</a> |
| <a href="#2064" id="2064">2064</a> |
| <a href="#2065" id="2065">2065</a> |
| <a href="#2066" id="2066">2066</a> |
| <a href="#2067" id="2067">2067</a> |
| <a href="#2068" id="2068">2068</a> |
| <a href="#2069" id="2069">2069</a> |
| <a href="#2070" id="2070">2070</a> |
| <a href="#2071" id="2071">2071</a> |
| <a href="#2072" id="2072">2072</a> |
| <a href="#2073" id="2073">2073</a> |
| <a href="#2074" id="2074">2074</a> |
| <a href="#2075" id="2075">2075</a> |
| <a href="#2076" id="2076">2076</a> |
| <a href="#2077" id="2077">2077</a> |
| <a href="#2078" id="2078">2078</a> |
| <a href="#2079" id="2079">2079</a> |
| <a href="#2080" id="2080">2080</a> |
| <a href="#2081" id="2081">2081</a> |
| <a href="#2082" id="2082">2082</a> |
| <a href="#2083" id="2083">2083</a> |
| <a href="#2084" id="2084">2084</a> |
| <a href="#2085" id="2085">2085</a> |
| <a href="#2086" id="2086">2086</a> |
| <a href="#2087" id="2087">2087</a> |
| <a href="#2088" id="2088">2088</a> |
| <a href="#2089" id="2089">2089</a> |
| <a href="#2090" id="2090">2090</a> |
| <a href="#2091" id="2091">2091</a> |
| <a href="#2092" id="2092">2092</a> |
| <a href="#2093" id="2093">2093</a> |
| <a href="#2094" id="2094">2094</a> |
| <a href="#2095" id="2095">2095</a> |
| <a href="#2096" id="2096">2096</a> |
| <a href="#2097" id="2097">2097</a> |
| <a href="#2098" id="2098">2098</a> |
| <a href="#2099" id="2099">2099</a> |
| <a href="#2100" id="2100">2100</a> |
| <a href="#2101" id="2101">2101</a> |
| <a href="#2102" id="2102">2102</a> |
| <a href="#2103" id="2103">2103</a> |
| <a href="#2104" id="2104">2104</a> |
| <a href="#2105" id="2105">2105</a> |
| <a href="#2106" id="2106">2106</a> |
| <a href="#2107" id="2107">2107</a> |
| <a href="#2108" id="2108">2108</a> |
| <a href="#2109" id="2109">2109</a> |
| <a href="#2110" id="2110">2110</a> |
| <a href="#2111" id="2111">2111</a> |
| <a href="#2112" id="2112">2112</a> |
| <a href="#2113" id="2113">2113</a> |
| <a href="#2114" id="2114">2114</a> |
| <a href="#2115" id="2115">2115</a> |
| <a href="#2116" id="2116">2116</a> |
| <a href="#2117" id="2117">2117</a> |
| <a href="#2118" id="2118">2118</a> |
| <a href="#2119" id="2119">2119</a> |
| <a href="#2120" id="2120">2120</a> |
| <a href="#2121" id="2121">2121</a> |
| <a href="#2122" id="2122">2122</a> |
| <a href="#2123" id="2123">2123</a> |
| <a href="#2124" id="2124">2124</a> |
| <a href="#2125" id="2125">2125</a> |
| <a href="#2126" id="2126">2126</a> |
| <a href="#2127" id="2127">2127</a> |
| <a href="#2128" id="2128">2128</a> |
| <a href="#2129" id="2129">2129</a> |
| <a href="#2130" id="2130">2130</a> |
| <a href="#2131" id="2131">2131</a> |
| <a href="#2132" id="2132">2132</a> |
| <a href="#2133" id="2133">2133</a> |
| <a href="#2134" id="2134">2134</a> |
| <a href="#2135" id="2135">2135</a> |
| <a href="#2136" id="2136">2136</a> |
| <a href="#2137" id="2137">2137</a> |
| <a href="#2138" id="2138">2138</a> |
| <a href="#2139" id="2139">2139</a> |
| <a href="#2140" id="2140">2140</a> |
| <a href="#2141" id="2141">2141</a> |
| <a href="#2142" id="2142">2142</a> |
| <a href="#2143" id="2143">2143</a> |
| <a href="#2144" id="2144">2144</a> |
| <a href="#2145" id="2145">2145</a> |
| <a href="#2146" id="2146">2146</a> |
| <a href="#2147" id="2147">2147</a> |
| <a href="#2148" id="2148">2148</a> |
| <a href="#2149" id="2149">2149</a> |
| <a href="#2150" id="2150">2150</a> |
| <a href="#2151" id="2151">2151</a> |
| <a href="#2152" id="2152">2152</a> |
| <a href="#2153" id="2153">2153</a> |
| <a href="#2154" id="2154">2154</a> |
| <a href="#2155" id="2155">2155</a> |
| <a href="#2156" id="2156">2156</a> |
| <a href="#2157" id="2157">2157</a> |
| <a href="#2158" id="2158">2158</a> |
| <a href="#2159" id="2159">2159</a> |
| <a href="#2160" id="2160">2160</a> |
| <a href="#2161" id="2161">2161</a> |
| <a href="#2162" id="2162">2162</a> |
| <a href="#2163" id="2163">2163</a> |
| <a href="#2164" id="2164">2164</a> |
| <a href="#2165" id="2165">2165</a> |
| <a href="#2166" id="2166">2166</a> |
| <a href="#2167" id="2167">2167</a> |
| <a href="#2168" id="2168">2168</a> |
| <a href="#2169" id="2169">2169</a> |
| <a href="#2170" id="2170">2170</a> |
| <a href="#2171" id="2171">2171</a> |
| <a href="#2172" id="2172">2172</a> |
| <a href="#2173" id="2173">2173</a> |
| <a href="#2174" id="2174">2174</a> |
| <a href="#2175" id="2175">2175</a> |
| <a href="#2176" id="2176">2176</a> |
| <a href="#2177" id="2177">2177</a> |
| <a href="#2178" id="2178">2178</a> |
| <a href="#2179" id="2179">2179</a> |
| <a href="#2180" id="2180">2180</a> |
| <a href="#2181" id="2181">2181</a> |
| <a href="#2182" id="2182">2182</a> |
| <a href="#2183" id="2183">2183</a> |
| <a href="#2184" id="2184">2184</a> |
| <a href="#2185" id="2185">2185</a> |
| <a href="#2186" id="2186">2186</a> |
| <a href="#2187" id="2187">2187</a> |
| <a href="#2188" id="2188">2188</a> |
| <a href="#2189" id="2189">2189</a> |
| <a href="#2190" id="2190">2190</a> |
| <a href="#2191" id="2191">2191</a> |
| <a href="#2192" id="2192">2192</a> |
| <a href="#2193" id="2193">2193</a> |
| <a href="#2194" id="2194">2194</a> |
| <a href="#2195" id="2195">2195</a> |
| <a href="#2196" id="2196">2196</a> |
| <a href="#2197" id="2197">2197</a> |
| <a href="#2198" id="2198">2198</a> |
| <a href="#2199" id="2199">2199</a> |
| <a href="#2200" id="2200">2200</a> |
| <a href="#2201" id="2201">2201</a> |
| <a href="#2202" id="2202">2202</a> |
| <a href="#2203" id="2203">2203</a> |
| <a href="#2204" id="2204">2204</a> |
| <a href="#2205" id="2205">2205</a> |
| <a href="#2206" id="2206">2206</a> |
| <a href="#2207" id="2207">2207</a> |
| <a href="#2208" id="2208">2208</a> |
| <a href="#2209" id="2209">2209</a> |
| <a href="#2210" id="2210">2210</a> |
| <a href="#2211" id="2211">2211</a> |
| <a href="#2212" id="2212">2212</a> |
| <a href="#2213" id="2213">2213</a> |
| <a href="#2214" id="2214">2214</a> |
| <a href="#2215" id="2215">2215</a> |
| <a href="#2216" id="2216">2216</a> |
| <a href="#2217" id="2217">2217</a> |
| <a href="#2218" id="2218">2218</a> |
| <a href="#2219" id="2219">2219</a> |
| <a href="#2220" id="2220">2220</a> |
| <a href="#2221" id="2221">2221</a> |
| <a href="#2222" id="2222">2222</a> |
| <a href="#2223" id="2223">2223</a> |
| <a href="#2224" id="2224">2224</a> |
| <a href="#2225" id="2225">2225</a> |
| <a href="#2226" id="2226">2226</a> |
| <a href="#2227" id="2227">2227</a> |
| <a href="#2228" id="2228">2228</a> |
| <a href="#2229" id="2229">2229</a> |
| <a href="#2230" id="2230">2230</a> |
| <a href="#2231" id="2231">2231</a> |
| <a href="#2232" id="2232">2232</a> |
| <a href="#2233" id="2233">2233</a> |
| <a href="#2234" id="2234">2234</a> |
| <a href="#2235" id="2235">2235</a> |
| <a href="#2236" id="2236">2236</a> |
| <a href="#2237" id="2237">2237</a> |
| <a href="#2238" id="2238">2238</a> |
| <a href="#2239" id="2239">2239</a> |
| <a href="#2240" id="2240">2240</a> |
| <a href="#2241" id="2241">2241</a> |
| <a href="#2242" id="2242">2242</a> |
| <a href="#2243" id="2243">2243</a> |
| <a href="#2244" id="2244">2244</a> |
| <a href="#2245" id="2245">2245</a> |
| <a href="#2246" id="2246">2246</a> |
| <a href="#2247" id="2247">2247</a> |
| <a href="#2248" id="2248">2248</a> |
| <a href="#2249" id="2249">2249</a> |
| <a href="#2250" id="2250">2250</a> |
| <a href="#2251" id="2251">2251</a> |
| <a href="#2252" id="2252">2252</a> |
| <a href="#2253" id="2253">2253</a> |
| <a href="#2254" id="2254">2254</a> |
| <a href="#2255" id="2255">2255</a> |
| <a href="#2256" id="2256">2256</a> |
| <a href="#2257" id="2257">2257</a> |
| <a href="#2258" id="2258">2258</a> |
| <a href="#2259" id="2259">2259</a> |
| <a href="#2260" id="2260">2260</a> |
| <a href="#2261" id="2261">2261</a> |
| <a href="#2262" id="2262">2262</a> |
| <a href="#2263" id="2263">2263</a> |
| <a href="#2264" id="2264">2264</a> |
| <a href="#2265" id="2265">2265</a> |
| <a href="#2266" id="2266">2266</a> |
| <a href="#2267" id="2267">2267</a> |
| <a href="#2268" id="2268">2268</a> |
| <a href="#2269" id="2269">2269</a> |
| <a href="#2270" id="2270">2270</a> |
| <a href="#2271" id="2271">2271</a> |
| <a href="#2272" id="2272">2272</a> |
| <a href="#2273" id="2273">2273</a> |
| <a href="#2274" id="2274">2274</a> |
| <a href="#2275" id="2275">2275</a> |
| <a href="#2276" id="2276">2276</a> |
| <a href="#2277" id="2277">2277</a> |
| <a href="#2278" id="2278">2278</a> |
| <a href="#2279" id="2279">2279</a> |
| <a href="#2280" id="2280">2280</a> |
| <a href="#2281" id="2281">2281</a> |
| <a href="#2282" id="2282">2282</a> |
| <a href="#2283" id="2283">2283</a> |
| <a href="#2284" id="2284">2284</a> |
| <a href="#2285" id="2285">2285</a> |
| <a href="#2286" id="2286">2286</a> |
| <a href="#2287" id="2287">2287</a> |
| <a href="#2288" id="2288">2288</a> |
| <a href="#2289" id="2289">2289</a> |
| <a href="#2290" id="2290">2290</a> |
| <a href="#2291" id="2291">2291</a> |
| <a href="#2292" id="2292">2292</a> |
| <a href="#2293" id="2293">2293</a> |
| <a href="#2294" id="2294">2294</a> |
| <a href="#2295" id="2295">2295</a> |
| <a href="#2296" id="2296">2296</a> |
| <a href="#2297" id="2297">2297</a> |
| <a href="#2298" id="2298">2298</a> |
| <a href="#2299" id="2299">2299</a> |
| <a href="#2300" id="2300">2300</a> |
| <a href="#2301" id="2301">2301</a> |
| <a href="#2302" id="2302">2302</a> |
| <a href="#2303" id="2303">2303</a> |
| <a href="#2304" id="2304">2304</a> |
| <a href="#2305" id="2305">2305</a> |
| <a href="#2306" id="2306">2306</a> |
| <a href="#2307" id="2307">2307</a> |
| <a href="#2308" id="2308">2308</a> |
| <a href="#2309" id="2309">2309</a> |
| <a href="#2310" id="2310">2310</a> |
| <a href="#2311" id="2311">2311</a> |
| <a href="#2312" id="2312">2312</a> |
| <a href="#2313" id="2313">2313</a> |
| <a href="#2314" id="2314">2314</a> |
| <a href="#2315" id="2315">2315</a> |
| <a href="#2316" id="2316">2316</a> |
| <a href="#2317" id="2317">2317</a> |
| <a href="#2318" id="2318">2318</a> |
| <a href="#2319" id="2319">2319</a> |
| <a href="#2320" id="2320">2320</a> |
| <a href="#2321" id="2321">2321</a> |
| <a href="#2322" id="2322">2322</a> |
| <a href="#2323" id="2323">2323</a> |
| <a href="#2324" id="2324">2324</a> |
| <a href="#2325" id="2325">2325</a> |
| <a href="#2326" id="2326">2326</a> |
| <a href="#2327" id="2327">2327</a> |
| <a href="#2328" id="2328">2328</a> |
| <a href="#2329" id="2329">2329</a> |
| <a href="#2330" id="2330">2330</a> |
| <a href="#2331" id="2331">2331</a> |
| <a href="#2332" id="2332">2332</a> |
| <a href="#2333" id="2333">2333</a> |
| <a href="#2334" id="2334">2334</a> |
| <a href="#2335" id="2335">2335</a> |
| <a href="#2336" id="2336">2336</a> |
| <a href="#2337" id="2337">2337</a> |
| <a href="#2338" id="2338">2338</a> |
| <a href="#2339" id="2339">2339</a> |
| <a href="#2340" id="2340">2340</a> |
| <a href="#2341" id="2341">2341</a> |
| <a href="#2342" id="2342">2342</a> |
| <a href="#2343" id="2343">2343</a> |
| <a href="#2344" id="2344">2344</a> |
| <a href="#2345" id="2345">2345</a> |
| <a href="#2346" id="2346">2346</a> |
| <a href="#2347" id="2347">2347</a> |
| <a href="#2348" id="2348">2348</a> |
| <a href="#2349" id="2349">2349</a> |
| <a href="#2350" id="2350">2350</a> |
| <a href="#2351" id="2351">2351</a> |
| <a href="#2352" id="2352">2352</a> |
| <a href="#2353" id="2353">2353</a> |
| <a href="#2354" id="2354">2354</a> |
| <a href="#2355" id="2355">2355</a> |
| <a href="#2356" id="2356">2356</a> |
| <a href="#2357" id="2357">2357</a> |
| <a href="#2358" id="2358">2358</a> |
| <a href="#2359" id="2359">2359</a> |
| <a href="#2360" id="2360">2360</a> |
| <a href="#2361" id="2361">2361</a> |
| <a href="#2362" id="2362">2362</a> |
| <a href="#2363" id="2363">2363</a> |
| <a href="#2364" id="2364">2364</a> |
| <a href="#2365" id="2365">2365</a> |
| <a href="#2366" id="2366">2366</a> |
| <a href="#2367" id="2367">2367</a> |
| <a href="#2368" id="2368">2368</a> |
| <a href="#2369" id="2369">2369</a> |
| <a href="#2370" id="2370">2370</a> |
| <a href="#2371" id="2371">2371</a> |
| <a href="#2372" id="2372">2372</a> |
| <a href="#2373" id="2373">2373</a> |
| <a href="#2374" id="2374">2374</a> |
| <a href="#2375" id="2375">2375</a> |
| <a href="#2376" id="2376">2376</a> |
| <a href="#2377" id="2377">2377</a> |
| <a href="#2378" id="2378">2378</a> |
| <a href="#2379" id="2379">2379</a> |
| <a href="#2380" id="2380">2380</a> |
| <a href="#2381" id="2381">2381</a> |
| <a href="#2382" id="2382">2382</a> |
| <a href="#2383" id="2383">2383</a> |
| <a href="#2384" id="2384">2384</a> |
| <a href="#2385" id="2385">2385</a> |
| <a href="#2386" id="2386">2386</a> |
| <a href="#2387" id="2387">2387</a> |
| <a href="#2388" id="2388">2388</a> |
| <a href="#2389" id="2389">2389</a> |
| <a href="#2390" id="2390">2390</a> |
| <a href="#2391" id="2391">2391</a> |
| <a href="#2392" id="2392">2392</a> |
| <a href="#2393" id="2393">2393</a> |
| <a href="#2394" id="2394">2394</a> |
| <a href="#2395" id="2395">2395</a> |
| <a href="#2396" id="2396">2396</a> |
| <a href="#2397" id="2397">2397</a> |
| <a href="#2398" id="2398">2398</a> |
| <a href="#2399" id="2399">2399</a> |
| <a href="#2400" id="2400">2400</a> |
| <a href="#2401" id="2401">2401</a> |
| <a href="#2402" id="2402">2402</a> |
| <a href="#2403" id="2403">2403</a> |
| <a href="#2404" id="2404">2404</a> |
| <a href="#2405" id="2405">2405</a> |
| <a href="#2406" id="2406">2406</a> |
| <a href="#2407" id="2407">2407</a> |
| <a href="#2408" id="2408">2408</a> |
| <a href="#2409" id="2409">2409</a> |
| <a href="#2410" id="2410">2410</a> |
| <a href="#2411" id="2411">2411</a> |
| <a href="#2412" id="2412">2412</a> |
| <a href="#2413" id="2413">2413</a> |
| <a href="#2414" id="2414">2414</a> |
| <a href="#2415" id="2415">2415</a> |
| <a href="#2416" id="2416">2416</a> |
| <a href="#2417" id="2417">2417</a> |
| <a href="#2418" id="2418">2418</a> |
| <a href="#2419" id="2419">2419</a> |
| <a href="#2420" id="2420">2420</a> |
| <a href="#2421" id="2421">2421</a> |
| <a href="#2422" id="2422">2422</a> |
| <a href="#2423" id="2423">2423</a> |
| <a href="#2424" id="2424">2424</a> |
| <a href="#2425" id="2425">2425</a> |
| <a href="#2426" id="2426">2426</a> |
| <a href="#2427" id="2427">2427</a> |
| <a href="#2428" id="2428">2428</a> |
| <a href="#2429" id="2429">2429</a> |
| <a href="#2430" id="2430">2430</a> |
| <a href="#2431" id="2431">2431</a> |
| <a href="#2432" id="2432">2432</a> |
| <a href="#2433" id="2433">2433</a> |
| <a href="#2434" id="2434">2434</a> |
| <a href="#2435" id="2435">2435</a> |
| <a href="#2436" id="2436">2436</a> |
| <a href="#2437" id="2437">2437</a> |
| <a href="#2438" id="2438">2438</a> |
| <a href="#2439" id="2439">2439</a> |
| <a href="#2440" id="2440">2440</a> |
| <a href="#2441" id="2441">2441</a> |
| <a href="#2442" id="2442">2442</a> |
| <a href="#2443" id="2443">2443</a> |
| <a href="#2444" id="2444">2444</a> |
| <a href="#2445" id="2445">2445</a> |
| <a href="#2446" id="2446">2446</a> |
| <a href="#2447" id="2447">2447</a> |
| <a href="#2448" id="2448">2448</a> |
| <a href="#2449" id="2449">2449</a> |
| <a href="#2450" id="2450">2450</a> |
| <a href="#2451" id="2451">2451</a> |
| <a href="#2452" id="2452">2452</a> |
| <a href="#2453" id="2453">2453</a> |
| <a href="#2454" id="2454">2454</a> |
| <a href="#2455" id="2455">2455</a> |
| <a href="#2456" id="2456">2456</a> |
| <a href="#2457" id="2457">2457</a> |
| <a href="#2458" id="2458">2458</a> |
| <a href="#2459" id="2459">2459</a> |
| <a href="#2460" id="2460">2460</a> |
| <a href="#2461" id="2461">2461</a> |
| <a href="#2462" id="2462">2462</a> |
| <a href="#2463" id="2463">2463</a> |
| <a href="#2464" id="2464">2464</a> |
| <a href="#2465" id="2465">2465</a> |
| <a href="#2466" id="2466">2466</a> |
| <a href="#2467" id="2467">2467</a> |
| <a href="#2468" id="2468">2468</a> |
| <a href="#2469" id="2469">2469</a> |
| <a href="#2470" id="2470">2470</a> |
| <a href="#2471" id="2471">2471</a> |
| <a href="#2472" id="2472">2472</a> |
| <a href="#2473" id="2473">2473</a> |
| <a href="#2474" id="2474">2474</a> |
| <a href="#2475" id="2475">2475</a> |
| <a href="#2476" id="2476">2476</a> |
| <a href="#2477" id="2477">2477</a> |
| <a href="#2478" id="2478">2478</a> |
| <a href="#2479" id="2479">2479</a> |
| <a href="#2480" id="2480">2480</a> |
| <a href="#2481" id="2481">2481</a> |
| <a href="#2482" id="2482">2482</a> |
| <a href="#2483" id="2483">2483</a> |
| <a href="#2484" id="2484">2484</a> |
| <a href="#2485" id="2485">2485</a> |
| <a href="#2486" id="2486">2486</a> |
| <a href="#2487" id="2487">2487</a> |
| <a href="#2488" id="2488">2488</a> |
| <a href="#2489" id="2489">2489</a> |
| <a href="#2490" id="2490">2490</a> |
| <a href="#2491" id="2491">2491</a> |
| <a href="#2492" id="2492">2492</a> |
| <a href="#2493" id="2493">2493</a> |
| <a href="#2494" id="2494">2494</a> |
| <a href="#2495" id="2495">2495</a> |
| <a href="#2496" id="2496">2496</a> |
| <a href="#2497" id="2497">2497</a> |
| <a href="#2498" id="2498">2498</a> |
| <a href="#2499" id="2499">2499</a> |
| <a href="#2500" id="2500">2500</a> |
| <a href="#2501" id="2501">2501</a> |
| <a href="#2502" id="2502">2502</a> |
| <a href="#2503" id="2503">2503</a> |
| <a href="#2504" id="2504">2504</a> |
| <a href="#2505" id="2505">2505</a> |
| <a href="#2506" id="2506">2506</a> |
| <a href="#2507" id="2507">2507</a> |
| <a href="#2508" id="2508">2508</a> |
| <a href="#2509" id="2509">2509</a> |
| <a href="#2510" id="2510">2510</a> |
| <a href="#2511" id="2511">2511</a> |
| <a href="#2512" id="2512">2512</a> |
| <a href="#2513" id="2513">2513</a> |
| <a href="#2514" id="2514">2514</a> |
| <a href="#2515" id="2515">2515</a> |
| <a href="#2516" id="2516">2516</a> |
| <a href="#2517" id="2517">2517</a> |
| <a href="#2518" id="2518">2518</a> |
| <a href="#2519" id="2519">2519</a> |
| <a href="#2520" id="2520">2520</a> |
| <a href="#2521" id="2521">2521</a> |
| <a href="#2522" id="2522">2522</a> |
| <a href="#2523" id="2523">2523</a> |
| <a href="#2524" id="2524">2524</a> |
| <a href="#2525" id="2525">2525</a> |
| <a href="#2526" id="2526">2526</a> |
| <a href="#2527" id="2527">2527</a> |
| <a href="#2528" id="2528">2528</a> |
| <a href="#2529" id="2529">2529</a> |
| <a href="#2530" id="2530">2530</a> |
| <a href="#2531" id="2531">2531</a> |
| <a href="#2532" id="2532">2532</a> |
| <a href="#2533" id="2533">2533</a> |
| <a href="#2534" id="2534">2534</a> |
| <a href="#2535" id="2535">2535</a> |
| <a href="#2536" id="2536">2536</a> |
| <a href="#2537" id="2537">2537</a> |
| <a href="#2538" id="2538">2538</a> |
| <a href="#2539" id="2539">2539</a> |
| <a href="#2540" id="2540">2540</a> |
| <a href="#2541" id="2541">2541</a> |
| <a href="#2542" id="2542">2542</a> |
| <a href="#2543" id="2543">2543</a> |
| <a href="#2544" id="2544">2544</a> |
| <a href="#2545" id="2545">2545</a> |
| <a href="#2546" id="2546">2546</a> |
| <a href="#2547" id="2547">2547</a> |
| <a href="#2548" id="2548">2548</a> |
| <a href="#2549" id="2549">2549</a> |
| <a href="#2550" id="2550">2550</a> |
| <a href="#2551" id="2551">2551</a> |
| <a href="#2552" id="2552">2552</a> |
| <a href="#2553" id="2553">2553</a> |
| <a href="#2554" id="2554">2554</a> |
| <a href="#2555" id="2555">2555</a> |
| <a href="#2556" id="2556">2556</a> |
| <a href="#2557" id="2557">2557</a> |
| <a href="#2558" id="2558">2558</a> |
| <a href="#2559" id="2559">2559</a> |
| <a href="#2560" id="2560">2560</a> |
| <a href="#2561" id="2561">2561</a> |
| <a href="#2562" id="2562">2562</a> |
| <a href="#2563" id="2563">2563</a> |
| <a href="#2564" id="2564">2564</a> |
| <a href="#2565" id="2565">2565</a> |
| <a href="#2566" id="2566">2566</a> |
| <a href="#2567" id="2567">2567</a> |
| <a href="#2568" id="2568">2568</a> |
| <a href="#2569" id="2569">2569</a> |
| <a href="#2570" id="2570">2570</a> |
| <a href="#2571" id="2571">2571</a> |
| <a href="#2572" id="2572">2572</a> |
| <a href="#2573" id="2573">2573</a> |
| <a href="#2574" id="2574">2574</a> |
| <a href="#2575" id="2575">2575</a> |
| <a href="#2576" id="2576">2576</a> |
| <a href="#2577" id="2577">2577</a> |
| <a href="#2578" id="2578">2578</a> |
| <a href="#2579" id="2579">2579</a> |
| <a href="#2580" id="2580">2580</a> |
| <a href="#2581" id="2581">2581</a> |
| <a href="#2582" id="2582">2582</a> |
| <a href="#2583" id="2583">2583</a> |
| <a href="#2584" id="2584">2584</a> |
| <a href="#2585" id="2585">2585</a> |
| <a href="#2586" id="2586">2586</a> |
| <a href="#2587" id="2587">2587</a> |
| <a href="#2588" id="2588">2588</a> |
| <a href="#2589" id="2589">2589</a> |
| <a href="#2590" id="2590">2590</a> |
| <a href="#2591" id="2591">2591</a> |
| <a href="#2592" id="2592">2592</a> |
| <a href="#2593" id="2593">2593</a> |
| <a href="#2594" id="2594">2594</a> |
| <a href="#2595" id="2595">2595</a> |
| <a href="#2596" id="2596">2596</a> |
| <a href="#2597" id="2597">2597</a> |
| <a href="#2598" id="2598">2598</a> |
| <a href="#2599" id="2599">2599</a> |
| <a href="#2600" id="2600">2600</a> |
| <a href="#2601" id="2601">2601</a> |
| <a href="#2602" id="2602">2602</a> |
| <a href="#2603" id="2603">2603</a> |
| <a href="#2604" id="2604">2604</a> |
| <a href="#2605" id="2605">2605</a> |
| <a href="#2606" id="2606">2606</a> |
| <a href="#2607" id="2607">2607</a> |
| <a href="#2608" id="2608">2608</a> |
| <a href="#2609" id="2609">2609</a> |
| <a href="#2610" id="2610">2610</a> |
| <a href="#2611" id="2611">2611</a> |
| <a href="#2612" id="2612">2612</a> |
| <a href="#2613" id="2613">2613</a> |
| <a href="#2614" id="2614">2614</a> |
| <a href="#2615" id="2615">2615</a> |
| <a href="#2616" id="2616">2616</a> |
| <a href="#2617" id="2617">2617</a> |
| <a href="#2618" id="2618">2618</a> |
| <a href="#2619" id="2619">2619</a> |
| <a href="#2620" id="2620">2620</a> |
| <a href="#2621" id="2621">2621</a> |
| <a href="#2622" id="2622">2622</a> |
| <a href="#2623" id="2623">2623</a> |
| <a href="#2624" id="2624">2624</a> |
| <a href="#2625" id="2625">2625</a> |
| <a href="#2626" id="2626">2626</a> |
| <a href="#2627" id="2627">2627</a> |
| <a href="#2628" id="2628">2628</a> |
| <a href="#2629" id="2629">2629</a> |
| <a href="#2630" id="2630">2630</a> |
| <a href="#2631" id="2631">2631</a> |
| <a href="#2632" id="2632">2632</a> |
| <a href="#2633" id="2633">2633</a> |
| <a href="#2634" id="2634">2634</a> |
| <a href="#2635" id="2635">2635</a> |
| <a href="#2636" id="2636">2636</a> |
| <a href="#2637" id="2637">2637</a> |
| <a href="#2638" id="2638">2638</a> |
| <a href="#2639" id="2639">2639</a> |
| <a href="#2640" id="2640">2640</a> |
| <a href="#2641" id="2641">2641</a> |
| <a href="#2642" id="2642">2642</a> |
| <a href="#2643" id="2643">2643</a> |
| <a href="#2644" id="2644">2644</a> |
| <a href="#2645" id="2645">2645</a> |
| <a href="#2646" id="2646">2646</a> |
| <a href="#2647" id="2647">2647</a> |
| <a href="#2648" id="2648">2648</a> |
| <a href="#2649" id="2649">2649</a> |
| <a href="#2650" id="2650">2650</a> |
| <a href="#2651" id="2651">2651</a> |
| <a href="#2652" id="2652">2652</a> |
| <a href="#2653" id="2653">2653</a> |
| <a href="#2654" id="2654">2654</a> |
| <a href="#2655" id="2655">2655</a> |
| <a href="#2656" id="2656">2656</a> |
| <a href="#2657" id="2657">2657</a> |
| <a href="#2658" id="2658">2658</a> |
| <a href="#2659" id="2659">2659</a> |
| <a href="#2660" id="2660">2660</a> |
| <a href="#2661" id="2661">2661</a> |
| <a href="#2662" id="2662">2662</a> |
| <a href="#2663" id="2663">2663</a> |
| <a href="#2664" id="2664">2664</a> |
| <a href="#2665" id="2665">2665</a> |
| <a href="#2666" id="2666">2666</a> |
| <a href="#2667" id="2667">2667</a> |
| <a href="#2668" id="2668">2668</a> |
| <a href="#2669" id="2669">2669</a> |
| <a href="#2670" id="2670">2670</a> |
| <a href="#2671" id="2671">2671</a> |
| <a href="#2672" id="2672">2672</a> |
| <a href="#2673" id="2673">2673</a> |
| <a href="#2674" id="2674">2674</a> |
| <a href="#2675" id="2675">2675</a> |
| <a href="#2676" id="2676">2676</a> |
| <a href="#2677" id="2677">2677</a> |
| <a href="#2678" id="2678">2678</a> |
| <a href="#2679" id="2679">2679</a> |
| <a href="#2680" id="2680">2680</a> |
| <a href="#2681" id="2681">2681</a> |
| <a href="#2682" id="2682">2682</a> |
| <a href="#2683" id="2683">2683</a> |
| <a href="#2684" id="2684">2684</a> |
| <a href="#2685" id="2685">2685</a> |
| <a href="#2686" id="2686">2686</a> |
| <a href="#2687" id="2687">2687</a> |
| <a href="#2688" id="2688">2688</a> |
| <a href="#2689" id="2689">2689</a> |
| <a href="#2690" id="2690">2690</a> |
| <a href="#2691" id="2691">2691</a> |
| <a href="#2692" id="2692">2692</a> |
| <a href="#2693" id="2693">2693</a> |
| <a href="#2694" id="2694">2694</a> |
| <a href="#2695" id="2695">2695</a> |
| <a href="#2696" id="2696">2696</a> |
| <a href="#2697" id="2697">2697</a> |
| <a href="#2698" id="2698">2698</a> |
| <a href="#2699" id="2699">2699</a> |
| <a href="#2700" id="2700">2700</a> |
| <a href="#2701" id="2701">2701</a> |
| <a href="#2702" id="2702">2702</a> |
| <a href="#2703" id="2703">2703</a> |
| <a href="#2704" id="2704">2704</a> |
| <a href="#2705" id="2705">2705</a> |
| <a href="#2706" id="2706">2706</a> |
| <a href="#2707" id="2707">2707</a> |
| <a href="#2708" id="2708">2708</a> |
| <a href="#2709" id="2709">2709</a> |
| <a href="#2710" id="2710">2710</a> |
| <a href="#2711" id="2711">2711</a> |
| <a href="#2712" id="2712">2712</a> |
| <a href="#2713" id="2713">2713</a> |
| <a href="#2714" id="2714">2714</a> |
| <a href="#2715" id="2715">2715</a> |
| <a href="#2716" id="2716">2716</a> |
| <a href="#2717" id="2717">2717</a> |
| <a href="#2718" id="2718">2718</a> |
| <a href="#2719" id="2719">2719</a> |
| <a href="#2720" id="2720">2720</a> |
| <a href="#2721" id="2721">2721</a> |
| <a href="#2722" id="2722">2722</a> |
| <a href="#2723" id="2723">2723</a> |
| <a href="#2724" id="2724">2724</a> |
| <a href="#2725" id="2725">2725</a> |
| <a href="#2726" id="2726">2726</a> |
| <a href="#2727" id="2727">2727</a> |
| <a href="#2728" id="2728">2728</a> |
| <a href="#2729" id="2729">2729</a> |
| <a href="#2730" id="2730">2730</a> |
| <a href="#2731" id="2731">2731</a> |
| <a href="#2732" id="2732">2732</a> |
| <a href="#2733" id="2733">2733</a> |
| <a href="#2734" id="2734">2734</a> |
| <a href="#2735" id="2735">2735</a> |
| <a href="#2736" id="2736">2736</a> |
| <a href="#2737" id="2737">2737</a> |
| <a href="#2738" id="2738">2738</a> |
| <a href="#2739" id="2739">2739</a> |
| <a href="#2740" id="2740">2740</a> |
| <a href="#2741" id="2741">2741</a> |
| <a href="#2742" id="2742">2742</a> |
| <a href="#2743" id="2743">2743</a> |
| <a href="#2744" id="2744">2744</a> |
| <a href="#2745" id="2745">2745</a> |
| <a href="#2746" id="2746">2746</a> |
| <a href="#2747" id="2747">2747</a> |
| <a href="#2748" id="2748">2748</a> |
| <a href="#2749" id="2749">2749</a> |
| <a href="#2750" id="2750">2750</a> |
| <a href="#2751" id="2751">2751</a> |
| <a href="#2752" id="2752">2752</a> |
| <a href="#2753" id="2753">2753</a> |
| <a href="#2754" id="2754">2754</a> |
| <a href="#2755" id="2755">2755</a> |
| <a href="#2756" id="2756">2756</a> |
| <a href="#2757" id="2757">2757</a> |
| <a href="#2758" id="2758">2758</a> |
| <a href="#2759" id="2759">2759</a> |
| <a href="#2760" id="2760">2760</a> |
| <a href="#2761" id="2761">2761</a> |
| <a href="#2762" id="2762">2762</a> |
| <a href="#2763" id="2763">2763</a> |
| <a href="#2764" id="2764">2764</a> |
| <a href="#2765" id="2765">2765</a> |
| <a href="#2766" id="2766">2766</a> |
| <a href="#2767" id="2767">2767</a> |
| <a href="#2768" id="2768">2768</a> |
| <a href="#2769" id="2769">2769</a> |
| <a href="#2770" id="2770">2770</a> |
| <a href="#2771" id="2771">2771</a> |
| <a href="#2772" id="2772">2772</a> |
| <a href="#2773" id="2773">2773</a> |
| <a href="#2774" id="2774">2774</a> |
| <a href="#2775" id="2775">2775</a> |
| <a href="#2776" id="2776">2776</a> |
| <a href="#2777" id="2777">2777</a> |
| <a href="#2778" id="2778">2778</a> |
| <a href="#2779" id="2779">2779</a> |
| <a href="#2780" id="2780">2780</a> |
| <a href="#2781" id="2781">2781</a> |
| <a href="#2782" id="2782">2782</a> |
| <a href="#2783" id="2783">2783</a> |
| <a href="#2784" id="2784">2784</a> |
| <a href="#2785" id="2785">2785</a> |
| <a href="#2786" id="2786">2786</a> |
| <a href="#2787" id="2787">2787</a> |
| <a href="#2788" id="2788">2788</a> |
| <a href="#2789" id="2789">2789</a> |
| <a href="#2790" id="2790">2790</a> |
| <a href="#2791" id="2791">2791</a> |
| <a href="#2792" id="2792">2792</a> |
| <a href="#2793" id="2793">2793</a> |
| <a href="#2794" id="2794">2794</a> |
| <a href="#2795" id="2795">2795</a> |
| <a href="#2796" id="2796">2796</a> |
| <a href="#2797" id="2797">2797</a> |
| <a href="#2798" id="2798">2798</a> |
| <a href="#2799" id="2799">2799</a> |
| <a href="#2800" id="2800">2800</a> |
| <a href="#2801" id="2801">2801</a> |
| <a href="#2802" id="2802">2802</a> |
| <a href="#2803" id="2803">2803</a> |
| <a href="#2804" id="2804">2804</a> |
| <a href="#2805" id="2805">2805</a> |
| <a href="#2806" id="2806">2806</a> |
| <a href="#2807" id="2807">2807</a> |
| <a href="#2808" id="2808">2808</a> |
| <a href="#2809" id="2809">2809</a> |
| <a href="#2810" id="2810">2810</a> |
| <a href="#2811" id="2811">2811</a> |
| <a href="#2812" id="2812">2812</a> |
| <a href="#2813" id="2813">2813</a> |
| <a href="#2814" id="2814">2814</a> |
| <a href="#2815" id="2815">2815</a> |
| <a href="#2816" id="2816">2816</a> |
| <a href="#2817" id="2817">2817</a> |
| <a href="#2818" id="2818">2818</a> |
| <a href="#2819" id="2819">2819</a> |
| <a href="#2820" id="2820">2820</a> |
| <a href="#2821" id="2821">2821</a> |
| <a href="#2822" id="2822">2822</a> |
| <a href="#2823" id="2823">2823</a> |
| <a href="#2824" id="2824">2824</a> |
| <a href="#2825" id="2825">2825</a> |
| <a href="#2826" id="2826">2826</a> |
| <a href="#2827" id="2827">2827</a> |
| <a href="#2828" id="2828">2828</a> |
| <a href="#2829" id="2829">2829</a> |
| <a href="#2830" id="2830">2830</a> |
| <a href="#2831" id="2831">2831</a> |
| <a href="#2832" id="2832">2832</a> |
| <a href="#2833" id="2833">2833</a> |
| <a href="#2834" id="2834">2834</a> |
| <a href="#2835" id="2835">2835</a> |
| <a href="#2836" id="2836">2836</a> |
| <a href="#2837" id="2837">2837</a> |
| <a href="#2838" id="2838">2838</a> |
| <a href="#2839" id="2839">2839</a> |
| <a href="#2840" id="2840">2840</a> |
| <a href="#2841" id="2841">2841</a> |
| <a href="#2842" id="2842">2842</a> |
| <a href="#2843" id="2843">2843</a> |
| <a href="#2844" id="2844">2844</a> |
| <a href="#2845" id="2845">2845</a> |
| <a href="#2846" id="2846">2846</a> |
| <a href="#2847" id="2847">2847</a> |
| <a href="#2848" id="2848">2848</a> |
| <a href="#2849" id="2849">2849</a> |
| <a href="#2850" id="2850">2850</a> |
| <a href="#2851" id="2851">2851</a> |
| <a href="#2852" id="2852">2852</a> |
| <a href="#2853" id="2853">2853</a> |
| <a href="#2854" id="2854">2854</a> |
| <a href="#2855" id="2855">2855</a> |
| <a href="#2856" id="2856">2856</a> |
| <a href="#2857" id="2857">2857</a> |
| <a href="#2858" id="2858">2858</a> |
| <a href="#2859" id="2859">2859</a> |
| <a href="#2860" id="2860">2860</a> |
| <a href="#2861" id="2861">2861</a> |
| <a href="#2862" id="2862">2862</a> |
| <a href="#2863" id="2863">2863</a> |
| <a href="#2864" id="2864">2864</a> |
| <a href="#2865" id="2865">2865</a> |
| <a href="#2866" id="2866">2866</a> |
| <a href="#2867" id="2867">2867</a> |
| <a href="#2868" id="2868">2868</a> |
| <a href="#2869" id="2869">2869</a> |
| <a href="#2870" id="2870">2870</a> |
| <a href="#2871" id="2871">2871</a> |
| <a href="#2872" id="2872">2872</a> |
| <a href="#2873" id="2873">2873</a> |
| <a href="#2874" id="2874">2874</a> |
| <a href="#2875" id="2875">2875</a> |
| <a href="#2876" id="2876">2876</a> |
| <a href="#2877" id="2877">2877</a> |
| <a href="#2878" id="2878">2878</a> |
| <a href="#2879" id="2879">2879</a> |
| <a href="#2880" id="2880">2880</a> |
| <a href="#2881" id="2881">2881</a> |
| <a href="#2882" id="2882">2882</a> |
| <a href="#2883" id="2883">2883</a> |
| <a href="#2884" id="2884">2884</a> |
| <a href="#2885" id="2885">2885</a> |
| <a href="#2886" id="2886">2886</a> |
| <a href="#2887" id="2887">2887</a> |
| <a href="#2888" id="2888">2888</a> |
| <a href="#2889" id="2889">2889</a> |
| <a href="#2890" id="2890">2890</a> |
| <a href="#2891" id="2891">2891</a> |
| <a href="#2892" id="2892">2892</a> |
| <a href="#2893" id="2893">2893</a> |
| <a href="#2894" id="2894">2894</a> |
| <a href="#2895" id="2895">2895</a> |
| <a href="#2896" id="2896">2896</a> |
| <a href="#2897" id="2897">2897</a> |
| <a href="#2898" id="2898">2898</a> |
| <a href="#2899" id="2899">2899</a> |
| <a href="#2900" id="2900">2900</a> |
| <a href="#2901" id="2901">2901</a> |
| <a href="#2902" id="2902">2902</a> |
| <a href="#2903" id="2903">2903</a> |
| <a href="#2904" id="2904">2904</a> |
| <a href="#2905" id="2905">2905</a> |
| <a href="#2906" id="2906">2906</a> |
| <a href="#2907" id="2907">2907</a> |
| <a href="#2908" id="2908">2908</a> |
| <a href="#2909" id="2909">2909</a> |
| <a href="#2910" id="2910">2910</a> |
| <a href="#2911" id="2911">2911</a> |
| <a href="#2912" id="2912">2912</a> |
| <a href="#2913" id="2913">2913</a> |
| <a href="#2914" id="2914">2914</a> |
| <a href="#2915" id="2915">2915</a> |
| <a href="#2916" id="2916">2916</a> |
| <a href="#2917" id="2917">2917</a> |
| <a href="#2918" id="2918">2918</a> |
| <a href="#2919" id="2919">2919</a> |
| <a href="#2920" id="2920">2920</a> |
| <a href="#2921" id="2921">2921</a> |
| <a href="#2922" id="2922">2922</a> |
| <a href="#2923" id="2923">2923</a> |
| <a href="#2924" id="2924">2924</a> |
| <a href="#2925" id="2925">2925</a> |
| <a href="#2926" id="2926">2926</a> |
| <a href="#2927" id="2927">2927</a> |
| <a href="#2928" id="2928">2928</a> |
| <a href="#2929" id="2929">2929</a> |
| <a href="#2930" id="2930">2930</a> |
| <a href="#2931" id="2931">2931</a> |
| <a href="#2932" id="2932">2932</a> |
| <a href="#2933" id="2933">2933</a> |
| <a href="#2934" id="2934">2934</a> |
| <a href="#2935" id="2935">2935</a> |
| <a href="#2936" id="2936">2936</a> |
| <a href="#2937" id="2937">2937</a> |
| <a href="#2938" id="2938">2938</a> |
| <a href="#2939" id="2939">2939</a> |
| <a href="#2940" id="2940">2940</a> |
| <a href="#2941" id="2941">2941</a> |
| <a href="#2942" id="2942">2942</a> |
| <a href="#2943" id="2943">2943</a> |
| <a href="#2944" id="2944">2944</a> |
| <a href="#2945" id="2945">2945</a> |
| <a href="#2946" id="2946">2946</a> |
| <a href="#2947" id="2947">2947</a> |
| <a href="#2948" id="2948">2948</a> |
| <a href="#2949" id="2949">2949</a> |
| <a href="#2950" id="2950">2950</a> |
| <a href="#2951" id="2951">2951</a> |
| <a href="#2952" id="2952">2952</a> |
| <a href="#2953" id="2953">2953</a> |
| <a href="#2954" id="2954">2954</a> |
| <a href="#2955" id="2955">2955</a> |
| <a href="#2956" id="2956">2956</a> |
| <a href="#2957" id="2957">2957</a> |
| <a href="#2958" id="2958">2958</a> |
| <a href="#2959" id="2959">2959</a> |
| <a href="#2960" id="2960">2960</a> |
| <a href="#2961" id="2961">2961</a> |
| <a href="#2962" id="2962">2962</a> |
| <a href="#2963" id="2963">2963</a> |
| <a href="#2964" id="2964">2964</a> |
| <a href="#2965" id="2965">2965</a> |
| <a href="#2966" id="2966">2966</a> |
| <a href="#2967" id="2967">2967</a> |
| <a href="#2968" id="2968">2968</a> |
| <a href="#2969" id="2969">2969</a> |
| <a href="#2970" id="2970">2970</a> |
| <a href="#2971" id="2971">2971</a> |
| <a href="#2972" id="2972">2972</a> |
| <a href="#2973" id="2973">2973</a> |
| <a href="#2974" id="2974">2974</a> |
| <a href="#2975" id="2975">2975</a> |
| <a href="#2976" id="2976">2976</a> |
| <a href="#2977" id="2977">2977</a> |
| <a href="#2978" id="2978">2978</a> |
| <a href="#2979" id="2979">2979</a> |
| <a href="#2980" id="2980">2980</a> |
| <a href="#2981" id="2981">2981</a> |
| <a href="#2982" id="2982">2982</a> |
| <a href="#2983" id="2983">2983</a> |
| <a href="#2984" id="2984">2984</a> |
| <a href="#2985" id="2985">2985</a> |
| <a href="#2986" id="2986">2986</a> |
| <a href="#2987" id="2987">2987</a> |
| <a href="#2988" id="2988">2988</a> |
| <a href="#2989" id="2989">2989</a> |
| <a href="#2990" id="2990">2990</a> |
| <a href="#2991" id="2991">2991</a> |
| <a href="#2992" id="2992">2992</a> |
| <a href="#2993" id="2993">2993</a> |
| <a href="#2994" id="2994">2994</a> |
| <a href="#2995" id="2995">2995</a> |
| <a href="#2996" id="2996">2996</a> |
| <a href="#2997" id="2997">2997</a> |
| <a href="#2998" id="2998">2998</a> |
| <a href="#2999" id="2999">2999</a> |
| <a href="#3000" id="3000">3000</a> |
| <a href="#3001" id="3001">3001</a> |
| <a href="#3002" id="3002">3002</a> |
| <a href="#3003" id="3003">3003</a> |
| <a href="#3004" id="3004">3004</a> |
| <a href="#3005" id="3005">3005</a> |
| <a href="#3006" id="3006">3006</a> |
| <a href="#3007" id="3007">3007</a> |
| <a href="#3008" id="3008">3008</a> |
| <a href="#3009" id="3009">3009</a> |
| <a href="#3010" id="3010">3010</a> |
| <a href="#3011" id="3011">3011</a> |
| <a href="#3012" id="3012">3012</a> |
| <a href="#3013" id="3013">3013</a> |
| <a href="#3014" id="3014">3014</a> |
| <a href="#3015" id="3015">3015</a> |
| <a href="#3016" id="3016">3016</a> |
| <a href="#3017" id="3017">3017</a> |
| <a href="#3018" id="3018">3018</a> |
| <a href="#3019" id="3019">3019</a> |
| <a href="#3020" id="3020">3020</a> |
| <a href="#3021" id="3021">3021</a> |
| <a href="#3022" id="3022">3022</a> |
| <a href="#3023" id="3023">3023</a> |
| <a href="#3024" id="3024">3024</a> |
| <a href="#3025" id="3025">3025</a> |
| <a href="#3026" id="3026">3026</a> |
| <a href="#3027" id="3027">3027</a> |
| <a href="#3028" id="3028">3028</a> |
| <a href="#3029" id="3029">3029</a> |
| <a href="#3030" id="3030">3030</a> |
| <a href="#3031" id="3031">3031</a> |
| <a href="#3032" id="3032">3032</a> |
| <a href="#3033" id="3033">3033</a> |
| <a href="#3034" id="3034">3034</a> |
| <a href="#3035" id="3035">3035</a> |
| <a href="#3036" id="3036">3036</a> |
| <a href="#3037" id="3037">3037</a> |
| <a href="#3038" id="3038">3038</a> |
| <a href="#3039" id="3039">3039</a> |
| <a href="#3040" id="3040">3040</a> |
| <a href="#3041" id="3041">3041</a> |
| <a href="#3042" id="3042">3042</a> |
| <a href="#3043" id="3043">3043</a> |
| <a href="#3044" id="3044">3044</a> |
| <a href="#3045" id="3045">3045</a> |
| <a href="#3046" id="3046">3046</a> |
| <a href="#3047" id="3047">3047</a> |
| <a href="#3048" id="3048">3048</a> |
| <a href="#3049" id="3049">3049</a> |
| <a href="#3050" id="3050">3050</a> |
| <a href="#3051" id="3051">3051</a> |
| <a href="#3052" id="3052">3052</a> |
| <a href="#3053" id="3053">3053</a> |
| <a href="#3054" id="3054">3054</a> |
| <a href="#3055" id="3055">3055</a> |
| <a href="#3056" id="3056">3056</a> |
| <a href="#3057" id="3057">3057</a> |
| <a href="#3058" id="3058">3058</a> |
| <a href="#3059" id="3059">3059</a> |
| <a href="#3060" id="3060">3060</a> |
| <a href="#3061" id="3061">3061</a> |
| <a href="#3062" id="3062">3062</a> |
| <a href="#3063" id="3063">3063</a> |
| <a href="#3064" id="3064">3064</a> |
| <a href="#3065" id="3065">3065</a> |
| <a href="#3066" id="3066">3066</a> |
| <a href="#3067" id="3067">3067</a> |
| <a href="#3068" id="3068">3068</a> |
| <a href="#3069" id="3069">3069</a> |
| <a href="#3070" id="3070">3070</a> |
| <a href="#3071" id="3071">3071</a> |
| <a href="#3072" id="3072">3072</a> |
| <a href="#3073" id="3073">3073</a> |
| <a href="#3074" id="3074">3074</a> |
| <a href="#3075" id="3075">3075</a> |
| <a href="#3076" id="3076">3076</a> |
| <a href="#3077" id="3077">3077</a> |
| <a href="#3078" id="3078">3078</a> |
| <a href="#3079" id="3079">3079</a> |
| <a href="#3080" id="3080">3080</a> |
| <a href="#3081" id="3081">3081</a> |
| <a href="#3082" id="3082">3082</a> |
| <a href="#3083" id="3083">3083</a> |
| <a href="#3084" id="3084">3084</a> |
| <a href="#3085" id="3085">3085</a> |
| <a href="#3086" id="3086">3086</a> |
| <a href="#3087" id="3087">3087</a> |
| <a href="#3088" id="3088">3088</a> |
| <a href="#3089" id="3089">3089</a> |
| <a href="#3090" id="3090">3090</a> |
| <a href="#3091" id="3091">3091</a> |
| <a href="#3092" id="3092">3092</a> |
| <a href="#3093" id="3093">3093</a> |
| <a href="#3094" id="3094">3094</a> |
| <a href="#3095" id="3095">3095</a> |
| <a href="#3096" id="3096">3096</a> |
| <a href="#3097" id="3097">3097</a> |
| <a href="#3098" id="3098">3098</a> |
| <a href="#3099" id="3099">3099</a> |
| <a href="#3100" id="3100">3100</a> |
| <a href="#3101" id="3101">3101</a> |
| <a href="#3102" id="3102">3102</a> |
| <a href="#3103" id="3103">3103</a> |
| <a href="#3104" id="3104">3104</a> |
| <a href="#3105" id="3105">3105</a> |
| <a href="#3106" id="3106">3106</a> |
| <a href="#3107" id="3107">3107</a> |
| <a href="#3108" id="3108">3108</a> |
| <a href="#3109" id="3109">3109</a> |
| <a href="#3110" id="3110">3110</a> |
| <a href="#3111" id="3111">3111</a> |
| <a href="#3112" id="3112">3112</a> |
| <a href="#3113" id="3113">3113</a> |
| <a href="#3114" id="3114">3114</a> |
| <a href="#3115" id="3115">3115</a> |
| <a href="#3116" id="3116">3116</a> |
| <a href="#3117" id="3117">3117</a> |
| <a href="#3118" id="3118">3118</a> |
| <a href="#3119" id="3119">3119</a> |
| <a href="#3120" id="3120">3120</a> |
| <a href="#3121" id="3121">3121</a> |
| <a href="#3122" id="3122">3122</a> |
| <a href="#3123" id="3123">3123</a> |
| <a href="#3124" id="3124">3124</a> |
| <a href="#3125" id="3125">3125</a> |
| <a href="#3126" id="3126">3126</a> |
| <a href="#3127" id="3127">3127</a> |
| <a href="#3128" id="3128">3128</a> |
| <a href="#3129" id="3129">3129</a> |
| <a href="#3130" id="3130">3130</a> |
| <a href="#3131" id="3131">3131</a> |
| <a href="#3132" id="3132">3132</a> |
| <a href="#3133" id="3133">3133</a> |
| <a href="#3134" id="3134">3134</a> |
| <a href="#3135" id="3135">3135</a> |
| <a href="#3136" id="3136">3136</a> |
| <a href="#3137" id="3137">3137</a> |
| <a href="#3138" id="3138">3138</a> |
| <a href="#3139" id="3139">3139</a> |
| <a href="#3140" id="3140">3140</a> |
| <a href="#3141" id="3141">3141</a> |
| <a href="#3142" id="3142">3142</a> |
| <a href="#3143" id="3143">3143</a> |
| <a href="#3144" id="3144">3144</a> |
| <a href="#3145" id="3145">3145</a> |
| <a href="#3146" id="3146">3146</a> |
| <a href="#3147" id="3147">3147</a> |
| <a href="#3148" id="3148">3148</a> |
| <a href="#3149" id="3149">3149</a> |
| <a href="#3150" id="3150">3150</a> |
| <a href="#3151" id="3151">3151</a> |
| <a href="#3152" id="3152">3152</a> |
| <a href="#3153" id="3153">3153</a> |
| <a href="#3154" id="3154">3154</a> |
| <a href="#3155" id="3155">3155</a> |
| <a href="#3156" id="3156">3156</a> |
| <a href="#3157" id="3157">3157</a> |
| <a href="#3158" id="3158">3158</a> |
| <a href="#3159" id="3159">3159</a> |
| <a href="#3160" id="3160">3160</a> |
| <a href="#3161" id="3161">3161</a> |
| <a href="#3162" id="3162">3162</a> |
| <a href="#3163" id="3163">3163</a> |
| <a href="#3164" id="3164">3164</a> |
| <a href="#3165" id="3165">3165</a> |
| <a href="#3166" id="3166">3166</a> |
| <a href="#3167" id="3167">3167</a> |
| <a href="#3168" id="3168">3168</a> |
| <a href="#3169" id="3169">3169</a> |
| <a href="#3170" id="3170">3170</a> |
| <a href="#3171" id="3171">3171</a> |
| <a href="#3172" id="3172">3172</a> |
| <a href="#3173" id="3173">3173</a> |
| <a href="#3174" id="3174">3174</a> |
| <a href="#3175" id="3175">3175</a> |
| <a href="#3176" id="3176">3176</a> |
| <a href="#3177" id="3177">3177</a> |
| <a href="#3178" id="3178">3178</a> |
| <a href="#3179" id="3179">3179</a> |
| <a href="#3180" id="3180">3180</a> |
| <a href="#3181" id="3181">3181</a> |
| <a href="#3182" id="3182">3182</a> |
| <a href="#3183" id="3183">3183</a> |
| <a href="#3184" id="3184">3184</a> |
| <a href="#3185" id="3185">3185</a> |
| <a href="#3186" id="3186">3186</a> |
| <a href="#3187" id="3187">3187</a> |
| <a href="#3188" id="3188">3188</a> |
| <a href="#3189" id="3189">3189</a> |
| <a href="#3190" id="3190">3190</a> |
| <a href="#3191" id="3191">3191</a> |
| <a href="#3192" id="3192">3192</a> |
| <a href="#3193" id="3193">3193</a> |
| <a href="#3194" id="3194">3194</a> |
| <a href="#3195" id="3195">3195</a> |
| <a href="#3196" id="3196">3196</a> |
| <a href="#3197" id="3197">3197</a> |
| <a href="#3198" id="3198">3198</a> |
| <a href="#3199" id="3199">3199</a> |
| <a href="#3200" id="3200">3200</a> |
| <a href="#3201" id="3201">3201</a> |
| <a href="#3202" id="3202">3202</a> |
| <a href="#3203" id="3203">3203</a> |
| <a href="#3204" id="3204">3204</a> |
| <a href="#3205" id="3205">3205</a> |
| <a href="#3206" id="3206">3206</a> |
| <a href="#3207" id="3207">3207</a> |
| <a href="#3208" id="3208">3208</a> |
| <a href="#3209" id="3209">3209</a> |
| <a href="#3210" id="3210">3210</a> |
| <a href="#3211" id="3211">3211</a> |
| <a href="#3212" id="3212">3212</a> |
| <a href="#3213" id="3213">3213</a> |
| <a href="#3214" id="3214">3214</a> |
| <a href="#3215" id="3215">3215</a> |
| <a href="#3216" id="3216">3216</a> |
| <a href="#3217" id="3217">3217</a> |
| <a href="#3218" id="3218">3218</a> |
| <a href="#3219" id="3219">3219</a> |
| <a href="#3220" id="3220">3220</a> |
| <a href="#3221" id="3221">3221</a> |
| <a href="#3222" id="3222">3222</a> |
| <a href="#3223" id="3223">3223</a> |
| <a href="#3224" id="3224">3224</a> |
| <a href="#3225" id="3225">3225</a> |
| <a href="#3226" id="3226">3226</a> |
| <a href="#3227" id="3227">3227</a> |
| <a href="#3228" id="3228">3228</a> |
| <a href="#3229" id="3229">3229</a> |
| <a href="#3230" id="3230">3230</a> |
| <a href="#3231" id="3231">3231</a> |
| <a href="#3232" id="3232">3232</a> |
| <a href="#3233" id="3233">3233</a> |
| <a href="#3234" id="3234">3234</a> |
| <a href="#3235" id="3235">3235</a> |
| <a href="#3236" id="3236">3236</a> |
| <a href="#3237" id="3237">3237</a> |
| <a href="#3238" id="3238">3238</a> |
| <a href="#3239" id="3239">3239</a> |
| <a href="#3240" id="3240">3240</a> |
| <a href="#3241" id="3241">3241</a> |
| <a href="#3242" id="3242">3242</a> |
| <a href="#3243" id="3243">3243</a> |
| <a href="#3244" id="3244">3244</a> |
| <a href="#3245" id="3245">3245</a> |
| <a href="#3246" id="3246">3246</a> |
| <a href="#3247" id="3247">3247</a> |
| <a href="#3248" id="3248">3248</a> |
| <a href="#3249" id="3249">3249</a> |
| <a href="#3250" id="3250">3250</a> |
| <a href="#3251" id="3251">3251</a> |
| <a href="#3252" id="3252">3252</a> |
| <a href="#3253" id="3253">3253</a> |
| <a href="#3254" id="3254">3254</a> |
| <a href="#3255" id="3255">3255</a> |
| <a href="#3256" id="3256">3256</a> |
| <a href="#3257" id="3257">3257</a> |
| <a href="#3258" id="3258">3258</a> |
| <a href="#3259" id="3259">3259</a> |
| <a href="#3260" id="3260">3260</a> |
| <a href="#3261" id="3261">3261</a> |
| <a href="#3262" id="3262">3262</a> |
| <a href="#3263" id="3263">3263</a> |
| <a href="#3264" id="3264">3264</a> |
| <a href="#3265" id="3265">3265</a> |
| <a href="#3266" id="3266">3266</a> |
| <a href="#3267" id="3267">3267</a> |
| <a href="#3268" id="3268">3268</a> |
| <a href="#3269" id="3269">3269</a> |
| <a href="#3270" id="3270">3270</a> |
| <a href="#3271" id="3271">3271</a> |
| <a href="#3272" id="3272">3272</a> |
| <a href="#3273" id="3273">3273</a> |
| <a href="#3274" id="3274">3274</a> |
| <a href="#3275" id="3275">3275</a> |
| <a href="#3276" id="3276">3276</a> |
| <a href="#3277" id="3277">3277</a> |
| <a href="#3278" id="3278">3278</a> |
| <a href="#3279" id="3279">3279</a> |
| <a href="#3280" id="3280">3280</a> |
| <a href="#3281" id="3281">3281</a> |
| <a href="#3282" id="3282">3282</a> |
| <a href="#3283" id="3283">3283</a> |
| <a href="#3284" id="3284">3284</a> |
| <a href="#3285" id="3285">3285</a> |
| <a href="#3286" id="3286">3286</a> |
| <a href="#3287" id="3287">3287</a> |
| <a href="#3288" id="3288">3288</a> |
| <a href="#3289" id="3289">3289</a> |
| <a href="#3290" id="3290">3290</a> |
| <a href="#3291" id="3291">3291</a> |
| <a href="#3292" id="3292">3292</a> |
| <a href="#3293" id="3293">3293</a> |
| <a href="#3294" id="3294">3294</a> |
| <a href="#3295" id="3295">3295</a> |
| <a href="#3296" id="3296">3296</a> |
| <a href="#3297" id="3297">3297</a> |
| <a href="#3298" id="3298">3298</a> |
| <a href="#3299" id="3299">3299</a> |
| <a href="#3300" id="3300">3300</a> |
| <a href="#3301" id="3301">3301</a> |
| <a href="#3302" id="3302">3302</a> |
| <a href="#3303" id="3303">3303</a> |
| <a href="#3304" id="3304">3304</a> |
| <a href="#3305" id="3305">3305</a> |
| <a href="#3306" id="3306">3306</a> |
| <a href="#3307" id="3307">3307</a> |
| <a href="#3308" id="3308">3308</a> |
| <a href="#3309" id="3309">3309</a> |
| <a href="#3310" id="3310">3310</a> |
| <a href="#3311" id="3311">3311</a> |
| <a href="#3312" id="3312">3312</a> |
| <a href="#3313" id="3313">3313</a> |
| <a href="#3314" id="3314">3314</a> |
| <a href="#3315" id="3315">3315</a> |
| <a href="#3316" id="3316">3316</a> |
| <a href="#3317" id="3317">3317</a> |
| <a href="#3318" id="3318">3318</a> |
| <a href="#3319" id="3319">3319</a> |
| <a href="#3320" id="3320">3320</a> |
| <a href="#3321" id="3321">3321</a> |
| <a href="#3322" id="3322">3322</a> |
| <a href="#3323" id="3323">3323</a> |
| <a href="#3324" id="3324">3324</a> |
| <a href="#3325" id="3325">3325</a> |
| <a href="#3326" id="3326">3326</a> |
| <a href="#3327" id="3327">3327</a> |
| <a href="#3328" id="3328">3328</a> |
| <a href="#3329" id="3329">3329</a> |
| <a href="#3330" id="3330">3330</a> |
| <a href="#3331" id="3331">3331</a> |
| <a href="#3332" id="3332">3332</a> |
| <a href="#3333" id="3333">3333</a> |
| <a href="#3334" id="3334">3334</a> |
| <a href="#3335" id="3335">3335</a> |
| <a href="#3336" id="3336">3336</a> |
| <a href="#3337" id="3337">3337</a> |
| <a href="#3338" id="3338">3338</a> |
| <a href="#3339" id="3339">3339</a> |
| <a href="#3340" id="3340">3340</a> |
| <a href="#3341" id="3341">3341</a> |
| <a href="#3342" id="3342">3342</a> |
| <a href="#3343" id="3343">3343</a> |
| <a href="#3344" id="3344">3344</a> |
| <a href="#3345" id="3345">3345</a> |
| <a href="#3346" id="3346">3346</a> |
| <a href="#3347" id="3347">3347</a> |
| <a href="#3348" id="3348">3348</a> |
| <a href="#3349" id="3349">3349</a> |
| <a href="#3350" id="3350">3350</a> |
| <a href="#3351" id="3351">3351</a> |
| <a href="#3352" id="3352">3352</a> |
| <a href="#3353" id="3353">3353</a> |
| <a href="#3354" id="3354">3354</a> |
| <a href="#3355" id="3355">3355</a> |
| <a href="#3356" id="3356">3356</a> |
| <a href="#3357" id="3357">3357</a> |
| <a href="#3358" id="3358">3358</a> |
| <a href="#3359" id="3359">3359</a> |
| <a href="#3360" id="3360">3360</a> |
| <a href="#3361" id="3361">3361</a> |
| <a href="#3362" id="3362">3362</a> |
| <a href="#3363" id="3363">3363</a> |
| <a href="#3364" id="3364">3364</a> |
| <a href="#3365" id="3365">3365</a> |
| <a href="#3366" id="3366">3366</a> |
| <a href="#3367" id="3367">3367</a> |
| <a href="#3368" id="3368">3368</a> |
| <a href="#3369" id="3369">3369</a> |
| <a href="#3370" id="3370">3370</a> |
| <a href="#3371" id="3371">3371</a> |
| <a href="#3372" id="3372">3372</a> |
| <a href="#3373" id="3373">3373</a> |
| <a href="#3374" id="3374">3374</a> |
| <a href="#3375" id="3375">3375</a> |
| <a href="#3376" id="3376">3376</a> |
| <a href="#3377" id="3377">3377</a> |
| <a href="#3378" id="3378">3378</a> |
| <a href="#3379" id="3379">3379</a> |
| <a href="#3380" id="3380">3380</a> |
| <a href="#3381" id="3381">3381</a> |
| <a href="#3382" id="3382">3382</a> |
| <a href="#3383" id="3383">3383</a> |
| <a href="#3384" id="3384">3384</a> |
| <a href="#3385" id="3385">3385</a> |
| <a href="#3386" id="3386">3386</a> |
| <a href="#3387" id="3387">3387</a> |
| <a href="#3388" id="3388">3388</a> |
| <a href="#3389" id="3389">3389</a> |
| <a href="#3390" id="3390">3390</a> |
| <a href="#3391" id="3391">3391</a> |
| <a href="#3392" id="3392">3392</a> |
| <a href="#3393" id="3393">3393</a> |
| <a href="#3394" id="3394">3394</a> |
| <a href="#3395" id="3395">3395</a> |
| <a href="#3396" id="3396">3396</a> |
| <a href="#3397" id="3397">3397</a> |
| <a href="#3398" id="3398">3398</a> |
| <a href="#3399" id="3399">3399</a> |
| <a href="#3400" id="3400">3400</a> |
| <a href="#3401" id="3401">3401</a> |
| <a href="#3402" id="3402">3402</a> |
| <a href="#3403" id="3403">3403</a> |
| <a href="#3404" id="3404">3404</a> |
| <a href="#3405" id="3405">3405</a> |
| <a href="#3406" id="3406">3406</a> |
| <a href="#3407" id="3407">3407</a> |
| <a href="#3408" id="3408">3408</a> |
| <a href="#3409" id="3409">3409</a> |
| <a href="#3410" id="3410">3410</a> |
| <a href="#3411" id="3411">3411</a> |
| <a href="#3412" id="3412">3412</a> |
| <a href="#3413" id="3413">3413</a> |
| <a href="#3414" id="3414">3414</a> |
| <a href="#3415" id="3415">3415</a> |
| <a href="#3416" id="3416">3416</a> |
| <a href="#3417" id="3417">3417</a> |
| <a href="#3418" id="3418">3418</a> |
| <a href="#3419" id="3419">3419</a> |
| <a href="#3420" id="3420">3420</a> |
| <a href="#3421" id="3421">3421</a> |
| <a href="#3422" id="3422">3422</a> |
| <a href="#3423" id="3423">3423</a> |
| <a href="#3424" id="3424">3424</a> |
| <a href="#3425" id="3425">3425</a> |
| <a href="#3426" id="3426">3426</a> |
| <a href="#3427" id="3427">3427</a> |
| <a href="#3428" id="3428">3428</a> |
| <a href="#3429" id="3429">3429</a> |
| <a href="#3430" id="3430">3430</a> |
| <a href="#3431" id="3431">3431</a> |
| <a href="#3432" id="3432">3432</a> |
| <a href="#3433" id="3433">3433</a> |
| <a href="#3434" id="3434">3434</a> |
| <a href="#3435" id="3435">3435</a> |
| <a href="#3436" id="3436">3436</a> |
| <a href="#3437" id="3437">3437</a> |
| <a href="#3438" id="3438">3438</a> |
| <a href="#3439" id="3439">3439</a> |
| <a href="#3440" id="3440">3440</a> |
| <a href="#3441" id="3441">3441</a> |
| <a href="#3442" id="3442">3442</a> |
| <a href="#3443" id="3443">3443</a> |
| <a href="#3444" id="3444">3444</a> |
| <a href="#3445" id="3445">3445</a> |
| <a href="#3446" id="3446">3446</a> |
| <a href="#3447" id="3447">3447</a> |
| <a href="#3448" id="3448">3448</a> |
| <a href="#3449" id="3449">3449</a> |
| <a href="#3450" id="3450">3450</a> |
| <a href="#3451" id="3451">3451</a> |
| <a href="#3452" id="3452">3452</a> |
| <a href="#3453" id="3453">3453</a> |
| <a href="#3454" id="3454">3454</a> |
| <a href="#3455" id="3455">3455</a> |
| <a href="#3456" id="3456">3456</a> |
| <a href="#3457" id="3457">3457</a> |
| <a href="#3458" id="3458">3458</a> |
| <a href="#3459" id="3459">3459</a> |
| <a href="#3460" id="3460">3460</a> |
| <a href="#3461" id="3461">3461</a> |
| <a href="#3462" id="3462">3462</a> |
| <a href="#3463" id="3463">3463</a> |
| <a href="#3464" id="3464">3464</a> |
| <a href="#3465" id="3465">3465</a> |
| <a href="#3466" id="3466">3466</a> |
| <a href="#3467" id="3467">3467</a> |
| <a href="#3468" id="3468">3468</a> |
| <a href="#3469" id="3469">3469</a> |
| <a href="#3470" id="3470">3470</a> |
| <a href="#3471" id="3471">3471</a> |
| <a href="#3472" id="3472">3472</a> |
| <a href="#3473" id="3473">3473</a> |
| <a href="#3474" id="3474">3474</a> |
| <a href="#3475" id="3475">3475</a> |
| <a href="#3476" id="3476">3476</a> |
| <a href="#3477" id="3477">3477</a> |
| <a href="#3478" id="3478">3478</a> |
| <a href="#3479" id="3479">3479</a> |
| <a href="#3480" id="3480">3480</a> |
| <a href="#3481" id="3481">3481</a> |
| <a href="#3482" id="3482">3482</a> |
| <a href="#3483" id="3483">3483</a> |
| <a href="#3484" id="3484">3484</a> |
| <a href="#3485" id="3485">3485</a> |
| <a href="#3486" id="3486">3486</a> |
| <a href="#3487" id="3487">3487</a> |
| <a href="#3488" id="3488">3488</a> |
| <a href="#3489" id="3489">3489</a> |
| <a href="#3490" id="3490">3490</a> |
| <a href="#3491" id="3491">3491</a> |
| <a href="#3492" id="3492">3492</a> |
| <a href="#3493" id="3493">3493</a> |
| <a href="#3494" id="3494">3494</a> |
| <a href="#3495" id="3495">3495</a> |
| <a href="#3496" id="3496">3496</a> |
| <a href="#3497" id="3497">3497</a> |
| <a href="#3498" id="3498">3498</a> |
| <a href="#3499" id="3499">3499</a> |
| <a href="#3500" id="3500">3500</a> |
| <a href="#3501" id="3501">3501</a> |
| <a href="#3502" id="3502">3502</a> |
| <a href="#3503" id="3503">3503</a> |
| <a href="#3504" id="3504">3504</a> |
| <a href="#3505" id="3505">3505</a> |
| <a href="#3506" id="3506">3506</a> |
| <a href="#3507" id="3507">3507</a> |
| <a href="#3508" id="3508">3508</a> |
| <a href="#3509" id="3509">3509</a> |
| <a href="#3510" id="3510">3510</a> |
| <a href="#3511" id="3511">3511</a> |
| <a href="#3512" id="3512">3512</a> |
| <a href="#3513" id="3513">3513</a> |
| <a href="#3514" id="3514">3514</a> |
| <a href="#3515" id="3515">3515</a> |
| <a href="#3516" id="3516">3516</a> |
| <a href="#3517" id="3517">3517</a> |
| <a href="#3518" id="3518">3518</a> |
| <a href="#3519" id="3519">3519</a> |
| <a href="#3520" id="3520">3520</a> |
| <a href="#3521" id="3521">3521</a> |
| <a href="#3522" id="3522">3522</a> |
| <a href="#3523" id="3523">3523</a> |
| <a href="#3524" id="3524">3524</a> |
| <a href="#3525" id="3525">3525</a> |
| <a href="#3526" id="3526">3526</a> |
| <a href="#3527" id="3527">3527</a> |
| <a href="#3528" id="3528">3528</a> |
| <a href="#3529" id="3529">3529</a> |
| <a href="#3530" id="3530">3530</a> |
| <a href="#3531" id="3531">3531</a> |
| <a href="#3532" id="3532">3532</a> |
| <a href="#3533" id="3533">3533</a> |
| <a href="#3534" id="3534">3534</a> |
| <a href="#3535" id="3535">3535</a> |
| <a href="#3536" id="3536">3536</a> |
| <a href="#3537" id="3537">3537</a> |
| <a href="#3538" id="3538">3538</a> |
| <a href="#3539" id="3539">3539</a> |
| <a href="#3540" id="3540">3540</a> |
| <a href="#3541" id="3541">3541</a> |
| <a href="#3542" id="3542">3542</a> |
| <a href="#3543" id="3543">3543</a> |
| <a href="#3544" id="3544">3544</a> |
| <a href="#3545" id="3545">3545</a> |
| <a href="#3546" id="3546">3546</a> |
| <a href="#3547" id="3547">3547</a> |
| <a href="#3548" id="3548">3548</a> |
| <a href="#3549" id="3549">3549</a> |
| <a href="#3550" id="3550">3550</a> |
| <a href="#3551" id="3551">3551</a> |
| <a href="#3552" id="3552">3552</a> |
| <a href="#3553" id="3553">3553</a> |
| <a href="#3554" id="3554">3554</a> |
| <a href="#3555" id="3555">3555</a> |
| <a href="#3556" id="3556">3556</a> |
| <a href="#3557" id="3557">3557</a> |
| <a href="#3558" id="3558">3558</a> |
| <a href="#3559" id="3559">3559</a> |
| <a href="#3560" id="3560">3560</a> |
| <a href="#3561" id="3561">3561</a> |
| <a href="#3562" id="3562">3562</a> |
| <a href="#3563" id="3563">3563</a> |
| <a href="#3564" id="3564">3564</a> |
| <a href="#3565" id="3565">3565</a> |
| <a href="#3566" id="3566">3566</a> |
| <a href="#3567" id="3567">3567</a> |
| <a href="#3568" id="3568">3568</a> |
| <a href="#3569" id="3569">3569</a> |
| <a href="#3570" id="3570">3570</a> |
| <a href="#3571" id="3571">3571</a> |
| <a href="#3572" id="3572">3572</a> |
| <a href="#3573" id="3573">3573</a> |
| <a href="#3574" id="3574">3574</a> |
| <a href="#3575" id="3575">3575</a> |
| <a href="#3576" id="3576">3576</a> |
| <a href="#3577" id="3577">3577</a> |
| <a href="#3578" id="3578">3578</a> |
| <a href="#3579" id="3579">3579</a> |
| <a href="#3580" id="3580">3580</a> |
| <a href="#3581" id="3581">3581</a> |
| <a href="#3582" id="3582">3582</a> |
| <a href="#3583" id="3583">3583</a> |
| <a href="#3584" id="3584">3584</a> |
| <a href="#3585" id="3585">3585</a> |
| <a href="#3586" id="3586">3586</a> |
| <a href="#3587" id="3587">3587</a> |
| <a href="#3588" id="3588">3588</a> |
| <a href="#3589" id="3589">3589</a> |
| <a href="#3590" id="3590">3590</a> |
| <a href="#3591" id="3591">3591</a> |
| <a href="#3592" id="3592">3592</a> |
| <a href="#3593" id="3593">3593</a> |
| <a href="#3594" id="3594">3594</a> |
| <a href="#3595" id="3595">3595</a> |
| <a href="#3596" id="3596">3596</a> |
| <a href="#3597" id="3597">3597</a> |
| <a href="#3598" id="3598">3598</a> |
| <a href="#3599" id="3599">3599</a> |
| <a href="#3600" id="3600">3600</a> |
| <a href="#3601" id="3601">3601</a> |
| <a href="#3602" id="3602">3602</a> |
| <a href="#3603" id="3603">3603</a> |
| <a href="#3604" id="3604">3604</a> |
| <a href="#3605" id="3605">3605</a> |
| <a href="#3606" id="3606">3606</a> |
| <a href="#3607" id="3607">3607</a> |
| <a href="#3608" id="3608">3608</a> |
| <a href="#3609" id="3609">3609</a> |
| <a href="#3610" id="3610">3610</a> |
| <a href="#3611" id="3611">3611</a> |
| <a href="#3612" id="3612">3612</a> |
| <a href="#3613" id="3613">3613</a> |
| <a href="#3614" id="3614">3614</a> |
| <a href="#3615" id="3615">3615</a> |
| <a href="#3616" id="3616">3616</a> |
| <a href="#3617" id="3617">3617</a> |
| <a href="#3618" id="3618">3618</a> |
| <a href="#3619" id="3619">3619</a> |
| <a href="#3620" id="3620">3620</a> |
| <a href="#3621" id="3621">3621</a> |
| <a href="#3622" id="3622">3622</a> |
| <a href="#3623" id="3623">3623</a> |
| <a href="#3624" id="3624">3624</a> |
| <a href="#3625" id="3625">3625</a> |
| <a href="#3626" id="3626">3626</a> |
| <a href="#3627" id="3627">3627</a> |
| <a href="#3628" id="3628">3628</a> |
| <a href="#3629" id="3629">3629</a> |
| <a href="#3630" id="3630">3630</a> |
| <a href="#3631" id="3631">3631</a> |
| <a href="#3632" id="3632">3632</a> |
| <a href="#3633" id="3633">3633</a> |
| <a href="#3634" id="3634">3634</a> |
| <a href="#3635" id="3635">3635</a> |
| <a href="#3636" id="3636">3636</a> |
| <a href="#3637" id="3637">3637</a> |
| <a href="#3638" id="3638">3638</a> |
| <a href="#3639" id="3639">3639</a> |
| <a href="#3640" id="3640">3640</a> |
| <a href="#3641" id="3641">3641</a> |
| <a href="#3642" id="3642">3642</a> |
| <a href="#3643" id="3643">3643</a> |
| <a href="#3644" id="3644">3644</a> |
| <a href="#3645" id="3645">3645</a> |
| <a href="#3646" id="3646">3646</a> |
| <a href="#3647" id="3647">3647</a> |
| <a href="#3648" id="3648">3648</a> |
| <a href="#3649" id="3649">3649</a> |
| <a href="#3650" id="3650">3650</a> |
| <a href="#3651" id="3651">3651</a> |
| <a href="#3652" id="3652">3652</a> |
| <a href="#3653" id="3653">3653</a> |
| <a href="#3654" id="3654">3654</a> |
| <a href="#3655" id="3655">3655</a> |
| <a href="#3656" id="3656">3656</a> |
| <a href="#3657" id="3657">3657</a> |
| <a href="#3658" id="3658">3658</a> |
| <a href="#3659" id="3659">3659</a> |
| <a href="#3660" id="3660">3660</a> |
| <a href="#3661" id="3661">3661</a> |
| <a href="#3662" id="3662">3662</a> |
| <a href="#3663" id="3663">3663</a> |
| <a href="#3664" id="3664">3664</a> |
| <a href="#3665" id="3665">3665</a> |
| <a href="#3666" id="3666">3666</a> |
| <a href="#3667" id="3667">3667</a> |
| <a href="#3668" id="3668">3668</a> |
| <a href="#3669" id="3669">3669</a> |
| <a href="#3670" id="3670">3670</a> |
| <a href="#3671" id="3671">3671</a> |
| <a href="#3672" id="3672">3672</a> |
| <a href="#3673" id="3673">3673</a> |
| <a href="#3674" id="3674">3674</a> |
| <a href="#3675" id="3675">3675</a> |
| <a href="#3676" id="3676">3676</a> |
| <a href="#3677" id="3677">3677</a> |
| <a href="#3678" id="3678">3678</a> |
| <a href="#3679" id="3679">3679</a> |
| <a href="#3680" id="3680">3680</a> |
| <a href="#3681" id="3681">3681</a> |
| <a href="#3682" id="3682">3682</a> |
| <a href="#3683" id="3683">3683</a> |
| <a href="#3684" id="3684">3684</a> |
| <a href="#3685" id="3685">3685</a> |
| <a href="#3686" id="3686">3686</a> |
| <a href="#3687" id="3687">3687</a> |
| <a href="#3688" id="3688">3688</a> |
| <a href="#3689" id="3689">3689</a> |
| <a href="#3690" id="3690">3690</a> |
| <a href="#3691" id="3691">3691</a> |
| <a href="#3692" id="3692">3692</a> |
| <a href="#3693" id="3693">3693</a> |
| <a href="#3694" id="3694">3694</a> |
| <a href="#3695" id="3695">3695</a> |
| <a href="#3696" id="3696">3696</a> |
| <a href="#3697" id="3697">3697</a> |
| <a href="#3698" id="3698">3698</a> |
| <a href="#3699" id="3699">3699</a> |
| <a href="#3700" id="3700">3700</a> |
| <a href="#3701" id="3701">3701</a> |
| <a href="#3702" id="3702">3702</a> |
| <a href="#3703" id="3703">3703</a> |
| <a href="#3704" id="3704">3704</a> |
| <a href="#3705" id="3705">3705</a> |
| <a href="#3706" id="3706">3706</a> |
| <a href="#3707" id="3707">3707</a> |
| <a href="#3708" id="3708">3708</a> |
| <a href="#3709" id="3709">3709</a> |
| <a href="#3710" id="3710">3710</a> |
| <a href="#3711" id="3711">3711</a> |
| <a href="#3712" id="3712">3712</a> |
| <a href="#3713" id="3713">3713</a> |
| <a href="#3714" id="3714">3714</a> |
| <a href="#3715" id="3715">3715</a> |
| <a href="#3716" id="3716">3716</a> |
| <a href="#3717" id="3717">3717</a> |
| <a href="#3718" id="3718">3718</a> |
| <a href="#3719" id="3719">3719</a> |
| <a href="#3720" id="3720">3720</a> |
| <a href="#3721" id="3721">3721</a> |
| <a href="#3722" id="3722">3722</a> |
| <a href="#3723" id="3723">3723</a> |
| <a href="#3724" id="3724">3724</a> |
| <a href="#3725" id="3725">3725</a> |
| <a href="#3726" id="3726">3726</a> |
| <a href="#3727" id="3727">3727</a> |
| <a href="#3728" id="3728">3728</a> |
| <a href="#3729" id="3729">3729</a> |
| <a href="#3730" id="3730">3730</a> |
| <a href="#3731" id="3731">3731</a> |
| <a href="#3732" id="3732">3732</a> |
| <a href="#3733" id="3733">3733</a> |
| <a href="#3734" id="3734">3734</a> |
| <a href="#3735" id="3735">3735</a> |
| <a href="#3736" id="3736">3736</a> |
| <a href="#3737" id="3737">3737</a> |
| <a href="#3738" id="3738">3738</a> |
| <a href="#3739" id="3739">3739</a> |
| <a href="#3740" id="3740">3740</a> |
| <a href="#3741" id="3741">3741</a> |
| <a href="#3742" id="3742">3742</a> |
| <a href="#3743" id="3743">3743</a> |
| <a href="#3744" id="3744">3744</a> |
| <a href="#3745" id="3745">3745</a> |
| <a href="#3746" id="3746">3746</a> |
| <a href="#3747" id="3747">3747</a> |
| <a href="#3748" id="3748">3748</a> |
| <a href="#3749" id="3749">3749</a> |
| <a href="#3750" id="3750">3750</a> |
| <a href="#3751" id="3751">3751</a> |
| <a href="#3752" id="3752">3752</a> |
| <a href="#3753" id="3753">3753</a> |
| <a href="#3754" id="3754">3754</a> |
| <a href="#3755" id="3755">3755</a> |
| <a href="#3756" id="3756">3756</a> |
| <a href="#3757" id="3757">3757</a> |
| <a href="#3758" id="3758">3758</a> |
| <a href="#3759" id="3759">3759</a> |
| <a href="#3760" id="3760">3760</a> |
| <a href="#3761" id="3761">3761</a> |
| <a href="#3762" id="3762">3762</a> |
| <a href="#3763" id="3763">3763</a> |
| <a href="#3764" id="3764">3764</a> |
| <a href="#3765" id="3765">3765</a> |
| <a href="#3766" id="3766">3766</a> |
| <a href="#3767" id="3767">3767</a> |
| <a href="#3768" id="3768">3768</a> |
| <a href="#3769" id="3769">3769</a> |
| <a href="#3770" id="3770">3770</a> |
| <a href="#3771" id="3771">3771</a> |
| <a href="#3772" id="3772">3772</a> |
| <a href="#3773" id="3773">3773</a> |
| <a href="#3774" id="3774">3774</a> |
| <a href="#3775" id="3775">3775</a> |
| <a href="#3776" id="3776">3776</a> |
| <a href="#3777" id="3777">3777</a> |
| <a href="#3778" id="3778">3778</a> |
| <a href="#3779" id="3779">3779</a> |
| <a href="#3780" id="3780">3780</a> |
| <a href="#3781" id="3781">3781</a> |
| <a href="#3782" id="3782">3782</a> |
| <a href="#3783" id="3783">3783</a> |
| <a href="#3784" id="3784">3784</a> |
| <a href="#3785" id="3785">3785</a> |
| <a href="#3786" id="3786">3786</a> |
| <a href="#3787" id="3787">3787</a> |
| <a href="#3788" id="3788">3788</a> |
| <a href="#3789" id="3789">3789</a> |
| <a href="#3790" id="3790">3790</a> |
| <a href="#3791" id="3791">3791</a> |
| <a href="#3792" id="3792">3792</a> |
| <a href="#3793" id="3793">3793</a> |
| <a href="#3794" id="3794">3794</a> |
| <a href="#3795" id="3795">3795</a> |
| <a href="#3796" id="3796">3796</a> |
| <a href="#3797" id="3797">3797</a> |
| <a href="#3798" id="3798">3798</a> |
| <a href="#3799" id="3799">3799</a> |
| <a href="#3800" id="3800">3800</a> |
| <a href="#3801" id="3801">3801</a> |
| <a href="#3802" id="3802">3802</a> |
| <a href="#3803" id="3803">3803</a> |
| <a href="#3804" id="3804">3804</a> |
| <a href="#3805" id="3805">3805</a> |
| <a href="#3806" id="3806">3806</a> |
| <a href="#3807" id="3807">3807</a> |
| <a href="#3808" id="3808">3808</a> |
| <a href="#3809" id="3809">3809</a> |
| <a href="#3810" id="3810">3810</a> |
| <a href="#3811" id="3811">3811</a> |
| <a href="#3812" id="3812">3812</a> |
| <a href="#3813" id="3813">3813</a> |
| <a href="#3814" id="3814">3814</a> |
| <a href="#3815" id="3815">3815</a> |
| <a href="#3816" id="3816">3816</a> |
| <a href="#3817" id="3817">3817</a> |
| <a href="#3818" id="3818">3818</a> |
| <a href="#3819" id="3819">3819</a> |
| <a href="#3820" id="3820">3820</a> |
| <a href="#3821" id="3821">3821</a> |
| <a href="#3822" id="3822">3822</a> |
| <a href="#3823" id="3823">3823</a> |
| <a href="#3824" id="3824">3824</a> |
| <a href="#3825" id="3825">3825</a> |
| <a href="#3826" id="3826">3826</a> |
| <a href="#3827" id="3827">3827</a> |
| <a href="#3828" id="3828">3828</a> |
| <a href="#3829" id="3829">3829</a> |
| <a href="#3830" id="3830">3830</a> |
| <a href="#3831" id="3831">3831</a> |
| <a href="#3832" id="3832">3832</a> |
| <a href="#3833" id="3833">3833</a> |
| <a href="#3834" id="3834">3834</a> |
| <a href="#3835" id="3835">3835</a> |
| <a href="#3836" id="3836">3836</a> |
| <a href="#3837" id="3837">3837</a> |
| <a href="#3838" id="3838">3838</a> |
| <a href="#3839" id="3839">3839</a> |
| <a href="#3840" id="3840">3840</a> |
| <a href="#3841" id="3841">3841</a> |
| <a href="#3842" id="3842">3842</a> |
| <a href="#3843" id="3843">3843</a> |
| <a href="#3844" id="3844">3844</a> |
| <a href="#3845" id="3845">3845</a> |
| <a href="#3846" id="3846">3846</a> |
| <a href="#3847" id="3847">3847</a> |
| <a href="#3848" id="3848">3848</a> |
| <a href="#3849" id="3849">3849</a> |
| <a href="#3850" id="3850">3850</a> |
| <a href="#3851" id="3851">3851</a> |
| <a href="#3852" id="3852">3852</a> |
| <a href="#3853" id="3853">3853</a> |
| <a href="#3854" id="3854">3854</a> |
| <a href="#3855" id="3855">3855</a> |
| <a href="#3856" id="3856">3856</a> |
| <a href="#3857" id="3857">3857</a> |
| <a href="#3858" id="3858">3858</a> |
| <a href="#3859" id="3859">3859</a> |
| <a href="#3860" id="3860">3860</a> |
| <a href="#3861" id="3861">3861</a> |
| <a href="#3862" id="3862">3862</a> |
| <a href="#3863" id="3863">3863</a> |
| <a href="#3864" id="3864">3864</a> |
| <a href="#3865" id="3865">3865</a> |
| <a href="#3866" id="3866">3866</a> |
| <a href="#3867" id="3867">3867</a> |
| <a href="#3868" id="3868">3868</a> |
| <a href="#3869" id="3869">3869</a> |
| <a href="#3870" id="3870">3870</a> |
| <a href="#3871" id="3871">3871</a> |
| <a href="#3872" id="3872">3872</a> |
| <a href="#3873" id="3873">3873</a> |
| <a href="#3874" id="3874">3874</a> |
| <a href="#3875" id="3875">3875</a> |
| <a href="#3876" id="3876">3876</a> |
| <a href="#3877" id="3877">3877</a> |
| <a href="#3878" id="3878">3878</a> |
| <a href="#3879" id="3879">3879</a> |
| <a href="#3880" id="3880">3880</a> |
| <a href="#3881" id="3881">3881</a> |
| <a href="#3882" id="3882">3882</a> |
| <a href="#3883" id="3883">3883</a> |
| <a href="#3884" id="3884">3884</a> |
| <a href="#3885" id="3885">3885</a> |
| <a href="#3886" id="3886">3886</a> |
| <a href="#3887" id="3887">3887</a> |
| <a href="#3888" id="3888">3888</a> |
| <a href="#3889" id="3889">3889</a> |
| <a href="#3890" id="3890">3890</a> |
| <a href="#3891" id="3891">3891</a> |
| <a href="#3892" id="3892">3892</a> |
| <a href="#3893" id="3893">3893</a> |
| <a href="#3894" id="3894">3894</a> |
| <a href="#3895" id="3895">3895</a> |
| <a href="#3896" id="3896">3896</a> |
| <a href="#3897" id="3897">3897</a> |
| <a href="#3898" id="3898">3898</a> |
| <a href="#3899" id="3899">3899</a> |
| <a href="#3900" id="3900">3900</a> |
| <a href="#3901" id="3901">3901</a> |
| <a href="#3902" id="3902">3902</a> |
| <a href="#3903" id="3903">3903</a> |
| <a href="#3904" id="3904">3904</a> |
| <a href="#3905" id="3905">3905</a> |
| <a href="#3906" id="3906">3906</a> |
| <a href="#3907" id="3907">3907</a> |
| <a href="#3908" id="3908">3908</a> |
| <a href="#3909" id="3909">3909</a> |
| <a href="#3910" id="3910">3910</a> |
| <a href="#3911" id="3911">3911</a> |
| <a href="#3912" id="3912">3912</a> |
| <a href="#3913" id="3913">3913</a> |
| <a href="#3914" id="3914">3914</a> |
| <a href="#3915" id="3915">3915</a> |
| <a href="#3916" id="3916">3916</a> |
| <a href="#3917" id="3917">3917</a> |
| <a href="#3918" id="3918">3918</a> |
| <a href="#3919" id="3919">3919</a> |
| <a href="#3920" id="3920">3920</a> |
| <a href="#3921" id="3921">3921</a> |
| <a href="#3922" id="3922">3922</a> |
| <a href="#3923" id="3923">3923</a> |
| <a href="#3924" id="3924">3924</a> |
| <a href="#3925" id="3925">3925</a> |
| <a href="#3926" id="3926">3926</a> |
| <a href="#3927" id="3927">3927</a> |
| <a href="#3928" id="3928">3928</a> |
| <a href="#3929" id="3929">3929</a> |
| <a href="#3930" id="3930">3930</a> |
| <a href="#3931" id="3931">3931</a> |
| <a href="#3932" id="3932">3932</a> |
| <a href="#3933" id="3933">3933</a> |
| <a href="#3934" id="3934">3934</a> |
| <a href="#3935" id="3935">3935</a> |
| <a href="#3936" id="3936">3936</a> |
| <a href="#3937" id="3937">3937</a> |
| <a href="#3938" id="3938">3938</a> |
| <a href="#3939" id="3939">3939</a> |
| <a href="#3940" id="3940">3940</a> |
| <a href="#3941" id="3941">3941</a> |
| <a href="#3942" id="3942">3942</a> |
| <a href="#3943" id="3943">3943</a> |
| <a href="#3944" id="3944">3944</a> |
| <a href="#3945" id="3945">3945</a> |
| <a href="#3946" id="3946">3946</a> |
| <a href="#3947" id="3947">3947</a> |
| <a href="#3948" id="3948">3948</a> |
| <a href="#3949" id="3949">3949</a> |
| <a href="#3950" id="3950">3950</a> |
| <a href="#3951" id="3951">3951</a> |
| <a href="#3952" id="3952">3952</a> |
| <a href="#3953" id="3953">3953</a> |
| <a href="#3954" id="3954">3954</a> |
| <a href="#3955" id="3955">3955</a> |
| <a href="#3956" id="3956">3956</a> |
| <a href="#3957" id="3957">3957</a> |
| <a href="#3958" id="3958">3958</a> |
| <a href="#3959" id="3959">3959</a> |
| <a href="#3960" id="3960">3960</a> |
| <a href="#3961" id="3961">3961</a> |
| <a href="#3962" id="3962">3962</a> |
| <a href="#3963" id="3963">3963</a> |
| <a href="#3964" id="3964">3964</a> |
| <a href="#3965" id="3965">3965</a> |
| <a href="#3966" id="3966">3966</a> |
| <a href="#3967" id="3967">3967</a> |
| <a href="#3968" id="3968">3968</a> |
| <a href="#3969" id="3969">3969</a> |
| <a href="#3970" id="3970">3970</a> |
| <a href="#3971" id="3971">3971</a> |
| <a href="#3972" id="3972">3972</a> |
| <a href="#3973" id="3973">3973</a> |
| <a href="#3974" id="3974">3974</a> |
| <a href="#3975" id="3975">3975</a> |
| <a href="#3976" id="3976">3976</a> |
| <a href="#3977" id="3977">3977</a> |
| <a href="#3978" id="3978">3978</a> |
| <a href="#3979" id="3979">3979</a> |
| <a href="#3980" id="3980">3980</a> |
| <a href="#3981" id="3981">3981</a> |
| <a href="#3982" id="3982">3982</a> |
| <a href="#3983" id="3983">3983</a> |
| <a href="#3984" id="3984">3984</a> |
| <a href="#3985" id="3985">3985</a> |
| <a href="#3986" id="3986">3986</a> |
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| <a href="#4142" id="4142">4142</a> |
| <a href="#4143" id="4143">4143</a> |
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| <a href="#4158" id="4158">4158</a> |
| <a href="#4159" id="4159">4159</a> |
| <a href="#4160" id="4160">4160</a> |
| <a href="#4161" id="4161">4161</a> |
| <a href="#4162" id="4162">4162</a> |
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| <a href="#4165" id="4165">4165</a> |
| <a href="#4166" id="4166">4166</a> |
| <a href="#4167" id="4167">4167</a> |
| <a href="#4168" id="4168">4168</a> |
| <a href="#4169" id="4169">4169</a> |
| <a href="#4170" id="4170">4170</a> |
| <a href="#4171" id="4171">4171</a> |
| <a href="#4172" id="4172">4172</a> |
| <a href="#4173" id="4173">4173</a> |
| <a href="#4174" id="4174">4174</a> |
| <a href="#4175" id="4175">4175</a> |
| <a href="#4176" id="4176">4176</a> |
| <a href="#4177" id="4177">4177</a> |
| <a href="#4178" id="4178">4178</a> |
| <a href="#4179" id="4179">4179</a> |
| <a href="#4180" id="4180">4180</a> |
| <a href="#4181" id="4181">4181</a> |
| <a href="#4182" id="4182">4182</a> |
| <a href="#4183" id="4183">4183</a> |
| <a href="#4184" id="4184">4184</a> |
| <a href="#4185" id="4185">4185</a> |
| <a href="#4186" id="4186">4186</a> |
| <a href="#4187" id="4187">4187</a> |
| <a href="#4188" id="4188">4188</a> |
| <a href="#4189" id="4189">4189</a> |
| <a href="#4190" id="4190">4190</a> |
| <a href="#4191" id="4191">4191</a> |
| <a href="#4192" id="4192">4192</a> |
| <a href="#4193" id="4193">4193</a> |
| <a href="#4194" id="4194">4194</a> |
| <a href="#4195" id="4195">4195</a> |
| <a href="#4196" id="4196">4196</a> |
| <a href="#4197" id="4197">4197</a> |
| <a href="#4198" id="4198">4198</a> |
| <a href="#4199" id="4199">4199</a> |
| <a href="#4200" id="4200">4200</a> |
| <a href="#4201" id="4201">4201</a> |
| <a href="#4202" id="4202">4202</a> |
| <a href="#4203" id="4203">4203</a> |
| <a href="#4204" id="4204">4204</a> |
| <a href="#4205" id="4205">4205</a> |
| <a href="#4206" id="4206">4206</a> |
| <a href="#4207" id="4207">4207</a> |
| <a href="#4208" id="4208">4208</a> |
| <a href="#4209" id="4209">4209</a> |
| <a href="#4210" id="4210">4210</a> |
| <a href="#4211" id="4211">4211</a> |
| <a href="#4212" id="4212">4212</a> |
| <a href="#4213" id="4213">4213</a> |
| <a href="#4214" id="4214">4214</a> |
| <a href="#4215" id="4215">4215</a> |
| <a href="#4216" id="4216">4216</a> |
| <a href="#4217" id="4217">4217</a> |
| <a href="#4218" id="4218">4218</a> |
| <a href="#4219" id="4219">4219</a> |
| <a href="#4220" id="4220">4220</a> |
| <a href="#4221" id="4221">4221</a> |
| <a href="#4222" id="4222">4222</a> |
| <a href="#4223" id="4223">4223</a> |
| <a href="#4224" id="4224">4224</a> |
| <a href="#4225" id="4225">4225</a> |
| <a href="#4226" id="4226">4226</a> |
| <a href="#4227" id="4227">4227</a> |
| <a href="#4228" id="4228">4228</a> |
| <a href="#4229" id="4229">4229</a> |
| <a href="#4230" id="4230">4230</a> |
| <a href="#4231" id="4231">4231</a> |
| <a href="#4232" id="4232">4232</a> |
| <a href="#4233" id="4233">4233</a> |
| <a href="#4234" id="4234">4234</a> |
| <a href="#4235" id="4235">4235</a> |
| <a href="#4236" id="4236">4236</a> |
| <a href="#4237" id="4237">4237</a> |
| <a href="#4238" id="4238">4238</a> |
| </pre></div><pre class="rust"><code><span class="comment">// Licensed to the Apache Software Foundation (ASF) under one |
| // or more contributor license agreements. See the NOTICE file |
| // distributed with this work for additional information |
| // regarding copyright ownership. The ASF licenses this file |
| // to you under the Apache License, Version 2.0 (the |
| // "License"); you may not use this file except in compliance |
| // with the License. You may obtain a copy of the License at |
| // |
| // http://www.apache.org/licenses/LICENSE-2.0 |
| // |
| // Unless required by applicable law or agreed to in writing, |
| // software distributed under the License is distributed on an |
| // "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| // KIND, either express or implied. See the License for the |
| // specific language governing permissions and limitations |
| // under the License. |
| |
| </span><span class="doccomment">//! Defines sort kernel for `ArrayRef` |
| |
| </span><span class="kw">use </span><span class="kw">crate</span>::ord::{build_compare, DynComparator}; |
| <span class="kw">use </span>arrow_array::builder::BufferBuilder; |
| <span class="kw">use </span>arrow_array::cast::<span class="kw-2">*</span>; |
| <span class="kw">use </span>arrow_array::types::<span class="kw-2">*</span>; |
| <span class="kw">use </span>arrow_array::<span class="kw-2">*</span>; |
| <span class="kw">use </span>arrow_buffer::BooleanBufferBuilder; |
| <span class="kw">use </span>arrow_buffer::{ArrowNativeType, NullBuffer}; |
| <span class="kw">use </span>arrow_data::ArrayDataBuilder; |
| <span class="kw">use </span>arrow_schema::{ArrowError, DataType}; |
| <span class="kw">use </span>arrow_select::take::take; |
| <span class="kw">use </span>std::cmp::Ordering; |
| <span class="kw">use </span>std::sync::Arc; |
| |
| <span class="kw">use </span><span class="kw">crate</span>::rank::rank; |
| <span class="kw">pub use </span>arrow_schema::SortOptions; |
| |
| <span class="doccomment">/// Sort the `ArrayRef` using `SortOptions`. |
| /// |
| /// Performs a sort on values and indices. Nulls are ordered according |
| /// to the `nulls_first` flag in `options`. Floats are sorted using |
| /// IEEE 754 totalOrder |
| /// |
| /// Returns an `ArrowError::ComputeError(String)` if the array type is |
| /// either unsupported by `sort_to_indices` or `take`. |
| /// |
| /// Note: this is an unstable_sort, meaning it may not preserve the |
| /// order of equal elements. |
| /// |
| /// # Example |
| /// ```rust |
| /// # use std::sync::Arc; |
| /// # use arrow_array::Int32Array; |
| /// # use arrow_ord::sort::sort; |
| /// let array = Int32Array::from(vec![5, 4, 3, 2, 1]); |
| /// let sorted_array = sort(&array, None).unwrap(); |
| /// assert_eq!(sorted_array.as_ref(), &Int32Array::from(vec![1, 2, 3, 4, 5])); |
| /// ``` |
| </span><span class="kw">pub fn </span>sort(values: <span class="kw-2">&</span><span class="kw">dyn </span>Array, options: <span class="prelude-ty">Option</span><SortOptions>) -> <span class="prelude-ty">Result</span><ArrayRef, ArrowError> { |
| <span class="macro">downcast_primitive_array!</span>( |
| values => sort_native_type(values, options), |
| DataType::RunEndEncoded(<span class="kw">_</span>, <span class="kw">_</span>) => sort_run(values, options, <span class="prelude-val">None</span>), |
| <span class="kw">_ </span>=> { |
| <span class="kw">let </span>indices = sort_to_indices(values, options, <span class="prelude-val">None</span>)<span class="question-mark">?</span>; |
| take(values, <span class="kw-2">&</span>indices, <span class="prelude-val">None</span>) |
| } |
| ) |
| } |
| |
| <span class="kw">fn </span>sort_native_type<T>( |
| primitive_values: <span class="kw-2">&</span>PrimitiveArray<T>, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| ) -> <span class="prelude-ty">Result</span><ArrayRef, ArrowError> |
| <span class="kw">where |
| </span>T: ArrowPrimitiveType, |
| { |
| <span class="kw">let </span>sort_options = options.unwrap_or_default(); |
| |
| <span class="kw">let </span><span class="kw-2">mut </span>mutable_buffer = <span class="macro">vec!</span>[T::default_value(); primitive_values.len()]; |
| <span class="kw">let </span>mutable_slice = <span class="kw-2">&mut </span>mutable_buffer; |
| |
| <span class="kw">let </span>input_values = primitive_values.values().as_ref(); |
| |
| <span class="kw">let </span>nulls_count = primitive_values.null_count(); |
| <span class="kw">let </span>valid_count = primitive_values.len() - nulls_count; |
| |
| <span class="kw">let </span>null_bit_buffer = <span class="kw">match </span>nulls_count > <span class="number">0 </span>{ |
| <span class="bool-val">true </span>=> { |
| <span class="kw">let </span><span class="kw-2">mut </span>validity_buffer = BooleanBufferBuilder::new(primitive_values.len()); |
| <span class="kw">if </span>sort_options.nulls_first { |
| validity_buffer.append_n(nulls_count, <span class="bool-val">false</span>); |
| validity_buffer.append_n(valid_count, <span class="bool-val">true</span>); |
| } <span class="kw">else </span>{ |
| validity_buffer.append_n(valid_count, <span class="bool-val">true</span>); |
| validity_buffer.append_n(nulls_count, <span class="bool-val">false</span>); |
| } |
| <span class="prelude-val">Some</span>(validity_buffer.finish().into()) |
| } |
| <span class="bool-val">false </span>=> <span class="prelude-val">None</span>, |
| }; |
| |
| <span class="kw">if let </span><span class="prelude-val">Some</span>(nulls) = primitive_values.nulls().filter(|n| n.null_count() > <span class="number">0</span>) { |
| <span class="kw">let </span>values_slice = <span class="kw">match </span>sort_options.nulls_first { |
| <span class="bool-val">true </span>=> <span class="kw-2">&mut </span>mutable_slice[nulls_count..], |
| <span class="bool-val">false </span>=> <span class="kw-2">&mut </span>mutable_slice[..valid_count], |
| }; |
| |
| <span class="kw">for </span>(write_index, index) <span class="kw">in </span>nulls.valid_indices().enumerate() { |
| values_slice[write_index] = primitive_values.value(index); |
| } |
| |
| values_slice.sort_unstable_by(|a, b| a.compare(<span class="kw-2">*</span>b)); |
| <span class="kw">if </span>sort_options.descending { |
| values_slice.reverse(); |
| } |
| } <span class="kw">else </span>{ |
| mutable_slice.copy_from_slice(input_values); |
| mutable_slice.sort_unstable_by(|a, b| a.compare(<span class="kw-2">*</span>b)); |
| <span class="kw">if </span>sort_options.descending { |
| mutable_slice.reverse(); |
| } |
| } |
| |
| <span class="prelude-val">Ok</span>(Arc::new( |
| PrimitiveArray::<T>::new(mutable_buffer.into(), null_bit_buffer) |
| .with_data_type(primitive_values.data_type().clone()), |
| )) |
| } |
| |
| <span class="doccomment">/// Sort the `ArrayRef` partially. |
| /// |
| /// If `limit` is specified, the resulting array will contain only |
| /// first `limit` in the sort order. Any data data after the limit |
| /// will be discarded. |
| /// |
| /// Note: this is an unstable_sort, meaning it may not preserve the |
| /// order of equal elements. |
| /// |
| /// # Example |
| /// ```rust |
| /// # use std::sync::Arc; |
| /// # use arrow_array::Int32Array; |
| /// # use arrow_ord::sort::{sort_limit, SortOptions}; |
| /// let array = Int32Array::from(vec![5, 4, 3, 2, 1]); |
| /// |
| /// // Find the the top 2 items |
| /// let sorted_array = sort_limit(&array, None, Some(2)).unwrap(); |
| /// assert_eq!(sorted_array.as_ref(), &Int32Array::from(vec![1, 2])); |
| /// |
| /// // Find the bottom top 2 items |
| /// let options = Some(SortOptions { |
| /// descending: true, |
| /// ..Default::default() |
| /// }); |
| /// let sorted_array = sort_limit(&array, options, Some(2)).unwrap(); |
| /// assert_eq!(sorted_array.as_ref(), &Int32Array::from(vec![5, 4])); |
| /// ``` |
| </span><span class="kw">pub fn </span>sort_limit( |
| values: <span class="kw-2">&</span><span class="kw">dyn </span>Array, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| ) -> <span class="prelude-ty">Result</span><ArrayRef, ArrowError> { |
| <span class="kw">if let </span>DataType::RunEndEncoded(<span class="kw">_</span>, <span class="kw">_</span>) = values.data_type() { |
| <span class="kw">return </span>sort_run(values, options, limit); |
| } |
| <span class="kw">let </span>indices = sort_to_indices(values, options, limit)<span class="question-mark">?</span>; |
| take(values, <span class="kw-2">&</span>indices, <span class="prelude-val">None</span>) |
| } |
| |
| <span class="doccomment">/// we can only do this if the T is primitive |
| </span><span class="attr">#[inline] |
| </span><span class="kw">fn </span>sort_unstable_by<T, F>(array: <span class="kw-2">&mut </span>[T], limit: usize, cmp: F) |
| <span class="kw">where |
| </span>F: FnMut(<span class="kw-2">&</span>T, <span class="kw-2">&</span>T) -> Ordering, |
| { |
| <span class="kw">if </span>array.len() == limit { |
| array.sort_unstable_by(cmp); |
| } <span class="kw">else </span>{ |
| partial_sort(array, limit, cmp); |
| } |
| } |
| |
| <span class="comment">// partition indices into valid and null indices |
| </span><span class="kw">fn </span>partition_validity(array: <span class="kw-2">&</span><span class="kw">dyn </span>Array) -> (Vec<u32>, Vec<u32>) { |
| <span class="kw">match </span>array.null_count() { |
| <span class="comment">// faster path |
| </span><span class="number">0 </span>=> ((<span class="number">0</span>..(array.len() <span class="kw">as </span>u32)).collect(), <span class="macro">vec!</span>[]), |
| <span class="kw">_ </span>=> { |
| <span class="kw">let </span>indices = <span class="number">0</span>..(array.len() <span class="kw">as </span>u32); |
| indices.partition(|index| array.is_valid(<span class="kw-2">*</span>index <span class="kw">as </span>usize)) |
| } |
| } |
| } |
| |
| <span class="doccomment">/// Sort elements from `ArrayRef` into an unsigned integer (`UInt32Array`) of indices. |
| /// Floats are sorted using IEEE 754 totalOrder. `limit` is an option for [partial_sort]. |
| </span><span class="kw">pub fn </span>sort_to_indices( |
| array: <span class="kw-2">&</span><span class="kw">dyn </span>Array, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| ) -> <span class="prelude-ty">Result</span><UInt32Array, ArrowError> { |
| <span class="kw">let </span>options = options.unwrap_or_default(); |
| |
| <span class="kw">let </span>(v, n) = partition_validity(array); |
| |
| <span class="prelude-val">Ok</span>(<span class="macro">downcast_primitive_array!</span> { |
| array => sort_primitive(array, v, n, options, limit), |
| DataType::Boolean => sort_boolean(array.as_boolean(), v, n, options, limit), |
| DataType::Utf8 => sort_bytes(array.as_string::<i32>(), v, n, options, limit), |
| DataType::LargeUtf8 => sort_bytes(array.as_string::<i64>(), v, n, options, limit), |
| DataType::Binary => sort_bytes(array.as_binary::<i32>(), v, n, options, limit), |
| DataType::LargeBinary => sort_bytes(array.as_binary::<i64>(), v, n, options, limit), |
| DataType::FixedSizeBinary(<span class="kw">_</span>) => sort_fixed_size_binary(array.as_fixed_size_binary(), v, n, options, limit), |
| DataType::List(<span class="kw">_</span>) => sort_list(array.as_list::<i32>(), v, n, options, limit)<span class="question-mark">?</span>, |
| DataType::LargeList(<span class="kw">_</span>) => sort_list(array.as_list::<i64>(), v, n, options, limit)<span class="question-mark">?</span>, |
| DataType::FixedSizeList(<span class="kw">_</span>, <span class="kw">_</span>) => sort_fixed_size_list(array.as_fixed_size_list(), v, n, options, limit)<span class="question-mark">?</span>, |
| DataType::Dictionary(<span class="kw">_</span>, <span class="kw">_</span>) => <span class="macro">downcast_dictionary_array!</span>{ |
| array => sort_dictionary(array, v, n, options, limit)<span class="question-mark">?</span>, |
| <span class="kw">_ </span>=> <span class="macro">unreachable!</span>() |
| } |
| DataType::RunEndEncoded(run_ends_field, <span class="kw">_</span>) => <span class="kw">match </span>run_ends_field.data_type() { |
| DataType::Int16 => sort_run_to_indices::<Int16Type>(array, options, limit), |
| DataType::Int32 => sort_run_to_indices::<Int32Type>(array, options, limit), |
| DataType::Int64 => sort_run_to_indices::<Int64Type>(array, options, limit), |
| dt => { |
| <span class="kw">return </span><span class="prelude-val">Err</span>(ArrowError::ComputeError(<span class="macro">format!</span>( |
| <span class="string">"Invalid run end data type: {dt}" |
| </span>))) |
| } |
| }, |
| t => { |
| <span class="kw">return </span><span class="prelude-val">Err</span>(ArrowError::ComputeError(<span class="macro">format!</span>( |
| <span class="string">"Sort not supported for data type {t:?}" |
| </span>))); |
| } |
| }) |
| } |
| |
| <span class="kw">fn </span>sort_boolean( |
| values: <span class="kw-2">&</span>BooleanArray, |
| value_indices: Vec<u32>, |
| null_indices: Vec<u32>, |
| options: SortOptions, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| ) -> UInt32Array { |
| <span class="kw">let </span><span class="kw-2">mut </span>valids = value_indices |
| .into_iter() |
| .map(|index| (index, values.value(index <span class="kw">as </span>usize))) |
| .collect::<Vec<(u32, bool)>>(); |
| sort_impl(options, <span class="kw-2">&mut </span>valids, <span class="kw-2">&</span>null_indices, limit, |a, b| a.cmp(<span class="kw-2">&</span>b)).into() |
| } |
| |
| <span class="kw">fn </span>sort_primitive<T: ArrowPrimitiveType>( |
| values: <span class="kw-2">&</span>PrimitiveArray<T>, |
| value_indices: Vec<u32>, |
| nulls: Vec<u32>, |
| options: SortOptions, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| ) -> UInt32Array { |
| <span class="kw">let </span><span class="kw-2">mut </span>valids = value_indices |
| .into_iter() |
| .map(|index| (index, values.value(index <span class="kw">as </span>usize))) |
| .collect::<Vec<(u32, T::Native)>>(); |
| sort_impl(options, <span class="kw-2">&mut </span>valids, <span class="kw-2">&</span>nulls, limit, T::Native::compare).into() |
| } |
| |
| <span class="kw">fn </span>sort_bytes<T: ByteArrayType>( |
| values: <span class="kw-2">&</span>GenericByteArray<T>, |
| value_indices: Vec<u32>, |
| nulls: Vec<u32>, |
| options: SortOptions, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| ) -> UInt32Array { |
| <span class="kw">let </span><span class="kw-2">mut </span>valids = value_indices |
| .into_iter() |
| .map(|index| (index, values.value(index <span class="kw">as </span>usize).as_ref())) |
| .collect::<Vec<(u32, <span class="kw-2">&</span>[u8])>>(); |
| |
| sort_impl(options, <span class="kw-2">&mut </span>valids, <span class="kw-2">&</span>nulls, limit, Ord::cmp).into() |
| } |
| |
| <span class="kw">fn </span>sort_fixed_size_binary( |
| values: <span class="kw-2">&</span>FixedSizeBinaryArray, |
| value_indices: Vec<u32>, |
| nulls: Vec<u32>, |
| options: SortOptions, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| ) -> UInt32Array { |
| <span class="kw">let </span><span class="kw-2">mut </span>valids = value_indices |
| .iter() |
| .copied() |
| .map(|index| (index, values.value(index <span class="kw">as </span>usize))) |
| .collect::<Vec<(u32, <span class="kw-2">&</span>[u8])>>(); |
| sort_impl(options, <span class="kw-2">&mut </span>valids, <span class="kw-2">&</span>nulls, limit, Ord::cmp).into() |
| } |
| |
| <span class="kw">fn </span>sort_dictionary<K: ArrowDictionaryKeyType>( |
| dict: <span class="kw-2">&</span>DictionaryArray<K>, |
| value_indices: Vec<u32>, |
| null_indices: Vec<u32>, |
| options: SortOptions, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| ) -> <span class="prelude-ty">Result</span><UInt32Array, ArrowError> { |
| <span class="kw">let </span>keys: <span class="kw-2">&</span>PrimitiveArray<K> = dict.keys(); |
| <span class="kw">let </span>rank = child_rank(dict.values().as_ref(), options)<span class="question-mark">?</span>; |
| |
| <span class="comment">// create tuples that are used for sorting |
| </span><span class="kw">let </span><span class="kw-2">mut </span>valids = value_indices |
| .into_iter() |
| .map(|index| { |
| <span class="kw">let </span>key: K::Native = keys.value(index <span class="kw">as </span>usize); |
| (index, rank[key.as_usize()]) |
| }) |
| .collect::<Vec<(u32, u32)>>(); |
| |
| <span class="prelude-val">Ok</span>(sort_impl(options, <span class="kw-2">&mut </span>valids, <span class="kw-2">&</span>null_indices, limit, |a, b| a.cmp(<span class="kw-2">&</span>b)).into()) |
| } |
| |
| <span class="kw">fn </span>sort_list<O: OffsetSizeTrait>( |
| array: <span class="kw-2">&</span>GenericListArray<O>, |
| value_indices: Vec<u32>, |
| null_indices: Vec<u32>, |
| options: SortOptions, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| ) -> <span class="prelude-ty">Result</span><UInt32Array, ArrowError> { |
| <span class="kw">let </span>rank = child_rank(array.values().as_ref(), options)<span class="question-mark">?</span>; |
| <span class="kw">let </span>offsets = array.value_offsets(); |
| <span class="kw">let </span><span class="kw-2">mut </span>valids = value_indices |
| .into_iter() |
| .map(|index| { |
| <span class="kw">let </span>end = offsets[index <span class="kw">as </span>usize + <span class="number">1</span>].as_usize(); |
| <span class="kw">let </span>start = offsets[index <span class="kw">as </span>usize].as_usize(); |
| (index, <span class="kw-2">&</span>rank[start..end]) |
| }) |
| .collect::<Vec<(u32, <span class="kw-2">&</span>[u32])>>(); |
| <span class="prelude-val">Ok</span>(sort_impl(options, <span class="kw-2">&mut </span>valids, <span class="kw-2">&</span>null_indices, limit, Ord::cmp).into()) |
| } |
| |
| <span class="kw">fn </span>sort_fixed_size_list( |
| array: <span class="kw-2">&</span>FixedSizeListArray, |
| value_indices: Vec<u32>, |
| null_indices: Vec<u32>, |
| options: SortOptions, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| ) -> <span class="prelude-ty">Result</span><UInt32Array, ArrowError> { |
| <span class="kw">let </span>rank = child_rank(array.values().as_ref(), options)<span class="question-mark">?</span>; |
| <span class="kw">let </span>size = array.value_length() <span class="kw">as </span>usize; |
| <span class="kw">let </span><span class="kw-2">mut </span>valids = value_indices |
| .into_iter() |
| .map(|index| { |
| <span class="kw">let </span>start = index <span class="kw">as </span>usize * size; |
| (index, <span class="kw-2">&</span>rank[start..start + size]) |
| }) |
| .collect::<Vec<(u32, <span class="kw-2">&</span>[u32])>>(); |
| <span class="prelude-val">Ok</span>(sort_impl(options, <span class="kw-2">&mut </span>valids, <span class="kw-2">&</span>null_indices, limit, Ord::cmp).into()) |
| } |
| |
| <span class="attr">#[inline(never)] |
| </span><span class="kw">fn </span>sort_impl<T: <span class="question-mark">?</span>Sized + Copy>( |
| options: SortOptions, |
| valids: <span class="kw-2">&mut </span>[(u32, T)], |
| nulls: <span class="kw-2">&</span>[u32], |
| limit: <span class="prelude-ty">Option</span><usize>, |
| <span class="kw-2">mut </span>cmp: <span class="kw">impl </span>FnMut(T, T) -> Ordering, |
| ) -> Vec<u32> { |
| <span class="kw">let </span>v_limit = <span class="kw">match </span>(limit, options.nulls_first) { |
| (<span class="prelude-val">Some</span>(l), <span class="bool-val">true</span>) => l.saturating_sub(nulls.len()).min(valids.len()), |
| <span class="kw">_ </span>=> valids.len(), |
| }; |
| |
| <span class="kw">match </span>options.descending { |
| <span class="bool-val">false </span>=> sort_unstable_by(valids, v_limit, |a, b| cmp(a.<span class="number">1</span>, b.<span class="number">1</span>)), |
| <span class="bool-val">true </span>=> sort_unstable_by(valids, v_limit, |a, b| cmp(a.<span class="number">1</span>, b.<span class="number">1</span>).reverse()), |
| } |
| |
| <span class="kw">let </span>len = valids.len() + nulls.len(); |
| <span class="kw">let </span>limit = limit.unwrap_or(len).min(len); |
| <span class="kw">let </span><span class="kw-2">mut </span>out = Vec::with_capacity(len); |
| <span class="kw">match </span>options.nulls_first { |
| <span class="bool-val">true </span>=> { |
| out.extend_from_slice(<span class="kw-2">&</span>nulls[..nulls.len().min(limit)]); |
| <span class="kw">let </span>remaining = limit - out.len(); |
| out.extend(valids.iter().map(|x| x.<span class="number">0</span>).take(remaining)); |
| } |
| <span class="bool-val">false </span>=> { |
| out.extend(valids.iter().map(|x| x.<span class="number">0</span>).take(limit)); |
| <span class="kw">let </span>remaining = limit - out.len(); |
| out.extend_from_slice(<span class="kw-2">&</span>nulls[..remaining]) |
| } |
| } |
| out |
| } |
| |
| <span class="doccomment">/// Computes the rank for a set of child values |
| </span><span class="kw">fn </span>child_rank(values: <span class="kw-2">&</span><span class="kw">dyn </span>Array, options: SortOptions) -> <span class="prelude-ty">Result</span><Vec<u32>, ArrowError> { |
| <span class="comment">// If parent sort order is descending we need to invert the value of nulls_first so that |
| // when the parent is sorted based on the produced ranks, nulls are still ordered correctly |
| </span><span class="kw">let </span>value_options = <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: options.nulls_first != options.descending, |
| }); |
| rank(values, value_options) |
| } |
| |
| <span class="comment">// Sort run array and return sorted run array. |
| // The output RunArray will be encoded at the same level as input run array. |
| // For e.g. an input RunArray { run_ends = [2,4,6,8], values = [1,2,1,2] } |
| // will result in output RunArray { run_ends = [2,4,6,8], values = [1,1,2,2] } |
| // and not RunArray { run_ends = [4,8], values = [1,2] } |
| </span><span class="kw">fn </span>sort_run( |
| values: <span class="kw-2">&</span><span class="kw">dyn </span>Array, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| ) -> <span class="prelude-ty">Result</span><ArrayRef, ArrowError> { |
| <span class="kw">match </span>values.data_type() { |
| DataType::RunEndEncoded(run_ends_field, <span class="kw">_</span>) => <span class="kw">match </span>run_ends_field.data_type() { |
| DataType::Int16 => sort_run_downcasted::<Int16Type>(values, options, limit), |
| DataType::Int32 => sort_run_downcasted::<Int32Type>(values, options, limit), |
| DataType::Int64 => sort_run_downcasted::<Int64Type>(values, options, limit), |
| dt => <span class="macro">unreachable!</span>(<span class="string">"Not valid run ends data type {dt}"</span>), |
| }, |
| dt => <span class="prelude-val">Err</span>(ArrowError::InvalidArgumentError(<span class="macro">format!</span>( |
| <span class="string">"Input is not a run encoded array. Input data type {dt}" |
| </span>))), |
| } |
| } |
| |
| <span class="kw">fn </span>sort_run_downcasted<R: RunEndIndexType>( |
| values: <span class="kw-2">&</span><span class="kw">dyn </span>Array, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| ) -> <span class="prelude-ty">Result</span><ArrayRef, ArrowError> { |
| <span class="kw">let </span>run_array = values.as_any().downcast_ref::<RunArray<R>>().unwrap(); |
| |
| <span class="comment">// Determine the length of output run array. |
| </span><span class="kw">let </span>output_len = <span class="kw">if let </span><span class="prelude-val">Some</span>(limit) = limit { |
| limit.min(run_array.len()) |
| } <span class="kw">else </span>{ |
| run_array.len() |
| }; |
| |
| <span class="kw">let </span>run_ends = run_array.run_ends(); |
| |
| <span class="kw">let </span><span class="kw-2">mut </span>new_run_ends_builder = BufferBuilder::<R::Native>::new(run_ends.len()); |
| <span class="kw">let </span><span class="kw-2">mut </span>new_run_end: usize = <span class="number">0</span>; |
| <span class="kw">let </span><span class="kw-2">mut </span>new_physical_len: usize = <span class="number">0</span>; |
| |
| <span class="kw">let </span>consume_runs = |run_length, <span class="kw">_</span>| { |
| new_run_end += run_length; |
| new_physical_len += <span class="number">1</span>; |
| new_run_ends_builder.append(R::Native::from_usize(new_run_end).unwrap()); |
| }; |
| |
| <span class="kw">let </span>(values_indices, run_values) = sort_run_inner(run_array, options, output_len, consume_runs); |
| |
| <span class="kw">let </span>new_run_ends = <span class="kw">unsafe </span>{ |
| <span class="comment">// Safety: |
| // The function builds a valid run_ends array and hence need not be validated. |
| </span>ArrayDataBuilder::new(R::DATA_TYPE) |
| .len(new_physical_len) |
| .add_buffer(new_run_ends_builder.finish()) |
| .build_unchecked() |
| }; |
| |
| <span class="comment">// slice the sorted value indices based on limit. |
| </span><span class="kw">let </span>new_values_indices: PrimitiveArray<UInt32Type> = values_indices |
| .slice(<span class="number">0</span>, new_run_ends.len()) |
| .into_data() |
| .into(); |
| |
| <span class="kw">let </span>new_values = take(<span class="kw-2">&</span>run_values, <span class="kw-2">&</span>new_values_indices, <span class="prelude-val">None</span>)<span class="question-mark">?</span>; |
| |
| <span class="comment">// Build sorted run array |
| </span><span class="kw">let </span>builder = ArrayDataBuilder::new(run_array.data_type().clone()) |
| .len(new_run_end) |
| .add_child_data(new_run_ends) |
| .add_child_data(new_values.into_data()); |
| <span class="kw">let </span>array_data: RunArray<R> = <span class="kw">unsafe </span>{ |
| <span class="comment">// Safety: |
| // This function builds a valid run array and hence can skip validation. |
| </span>builder.build_unchecked().into() |
| }; |
| <span class="prelude-val">Ok</span>(Arc::new(array_data)) |
| } |
| |
| <span class="comment">// Sort to indices for run encoded array. |
| // This function will be slow for run array as it decodes the physical indices to |
| // logical indices and to get the run array back, the logical indices has to be |
| // encoded back to run array. |
| </span><span class="kw">fn </span>sort_run_to_indices<R: RunEndIndexType>( |
| values: <span class="kw-2">&</span><span class="kw">dyn </span>Array, |
| options: SortOptions, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| ) -> UInt32Array { |
| <span class="kw">let </span>run_array = values.as_any().downcast_ref::<RunArray<R>>().unwrap(); |
| <span class="kw">let </span>output_len = <span class="kw">if let </span><span class="prelude-val">Some</span>(limit) = limit { |
| limit.min(run_array.len()) |
| } <span class="kw">else </span>{ |
| run_array.len() |
| }; |
| <span class="kw">let </span><span class="kw-2">mut </span>result: Vec<u32> = Vec::with_capacity(output_len); |
| |
| <span class="comment">//Add all logical indices belonging to a physical index to the output |
| </span><span class="kw">let </span>consume_runs = |run_length, logical_start| { |
| result.extend(logical_start <span class="kw">as </span>u32..(logical_start + run_length) <span class="kw">as </span>u32); |
| }; |
| sort_run_inner(run_array, <span class="prelude-val">Some</span>(options), output_len, consume_runs); |
| |
| UInt32Array::from(result) |
| } |
| |
| <span class="kw">fn </span>sort_run_inner<R: RunEndIndexType, F>( |
| run_array: <span class="kw-2">&</span>RunArray<R>, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| output_len: usize, |
| <span class="kw-2">mut </span>consume_runs: F, |
| ) -> (PrimitiveArray<UInt32Type>, ArrayRef) |
| <span class="kw">where |
| </span>F: FnMut(usize, usize), |
| { |
| <span class="comment">// slice the run_array.values based on offset and length. |
| </span><span class="kw">let </span>start_physical_index = run_array.get_start_physical_index(); |
| <span class="kw">let </span>end_physical_index = run_array.get_end_physical_index(); |
| <span class="kw">let </span>physical_len = end_physical_index - start_physical_index + <span class="number">1</span>; |
| <span class="kw">let </span>run_values = run_array.values().slice(start_physical_index, physical_len); |
| |
| <span class="comment">// All the values have to be sorted irrespective of input limit. |
| </span><span class="kw">let </span>values_indices = sort_to_indices(<span class="kw-2">&</span>run_values, options, <span class="prelude-val">None</span>).unwrap(); |
| |
| <span class="kw">let </span><span class="kw-2">mut </span>remaining_len = output_len; |
| |
| <span class="kw">let </span>run_ends = run_array.run_ends().values(); |
| |
| <span class="macro">assert_eq!</span>( |
| <span class="number">0</span>, |
| values_indices.null_count(), |
| <span class="string">"The output of sort_to_indices should not have null values. Its values is {}"</span>, |
| values_indices.null_count() |
| ); |
| |
| <span class="comment">// Calculate `run length` of sorted value indices. |
| // Find the `logical index` at which the run starts. |
| // Call the consumer using the run length and starting logical index. |
| </span><span class="kw">for </span>physical_index <span class="kw">in </span>values_indices.values() { |
| <span class="comment">// As the values were sliced with offset = start_physical_index, it has to be added back |
| // before accessing `RunArray::run_ends` |
| </span><span class="kw">let </span>physical_index = <span class="kw-2">*</span>physical_index <span class="kw">as </span>usize + start_physical_index; |
| |
| <span class="comment">// calculate the run length and logical index of sorted values |
| </span><span class="kw">let </span>(run_length, logical_index_start) = <span class="kw">unsafe </span>{ |
| <span class="comment">// Safety: |
| // The index will be within bounds as its in bounds of start_physical_index |
| // and len, both of which are within bounds of run_array |
| </span><span class="kw">if </span>physical_index == start_physical_index { |
| ( |
| run_ends.get_unchecked(physical_index).as_usize() - run_array.offset(), |
| <span class="number">0</span>, |
| ) |
| } <span class="kw">else if </span>physical_index == end_physical_index { |
| <span class="kw">let </span>prev_run_end = run_ends.get_unchecked(physical_index - <span class="number">1</span>).as_usize(); |
| ( |
| run_array.offset() + run_array.len() - prev_run_end, |
| prev_run_end - run_array.offset(), |
| ) |
| } <span class="kw">else </span>{ |
| <span class="kw">let </span>prev_run_end = run_ends.get_unchecked(physical_index - <span class="number">1</span>).as_usize(); |
| ( |
| run_ends.get_unchecked(physical_index).as_usize() - prev_run_end, |
| prev_run_end - run_array.offset(), |
| ) |
| } |
| }; |
| <span class="kw">let </span>new_run_length = run_length.min(remaining_len); |
| consume_runs(new_run_length, logical_index_start); |
| remaining_len -= new_run_length; |
| |
| <span class="kw">if </span>remaining_len == <span class="number">0 </span>{ |
| <span class="kw">break</span>; |
| } |
| } |
| |
| <span class="kw">if </span>remaining_len > <span class="number">0 </span>{ |
| <span class="macro">panic!</span>(<span class="string">"Remaining length should be zero its values is {remaining_len}"</span>) |
| } |
| (values_indices, run_values) |
| } |
| |
| <span class="doccomment">/// One column to be used in lexicographical sort |
| </span><span class="attr">#[derive(Clone, Debug)] |
| </span><span class="kw">pub struct </span>SortColumn { |
| <span class="kw">pub </span>values: ArrayRef, |
| <span class="kw">pub </span>options: <span class="prelude-ty">Option</span><SortOptions>, |
| } |
| |
| <span class="doccomment">/// Sort a list of `ArrayRef` using `SortOptions` provided for each array. |
| /// |
| /// Performs a stable lexicographical sort on values and indices. |
| /// |
| /// Returns an `ArrowError::ComputeError(String)` if any of the array type is either unsupported by |
| /// `lexsort_to_indices` or `take`. |
| /// |
| /// Example: |
| /// |
| /// ``` |
| /// # use std::convert::From; |
| /// # use std::sync::Arc; |
| /// # use arrow_array::{ArrayRef, StringArray, PrimitiveArray}; |
| /// # use arrow_array::types::Int64Type; |
| /// # use arrow_array::cast::AsArray; |
| /// # use arrow_ord::sort::{SortColumn, SortOptions, lexsort}; |
| /// |
| /// let sorted_columns = lexsort(&vec![ |
| /// SortColumn { |
| /// values: Arc::new(PrimitiveArray::<Int64Type>::from(vec![ |
| /// None, |
| /// Some(-2), |
| /// Some(89), |
| /// Some(-64), |
| /// Some(101), |
| /// ])) as ArrayRef, |
| /// options: None, |
| /// }, |
| /// SortColumn { |
| /// values: Arc::new(StringArray::from(vec![ |
| /// Some("hello"), |
| /// Some("world"), |
| /// Some(","), |
| /// Some("foobar"), |
| /// Some("!"), |
| /// ])) as ArrayRef, |
| /// options: Some(SortOptions { |
| /// descending: true, |
| /// nulls_first: false, |
| /// }), |
| /// }, |
| /// ], None).unwrap(); |
| /// |
| /// assert_eq!(sorted_columns[0].as_primitive::<Int64Type>().value(1), -64); |
| /// assert!(sorted_columns[0].is_null(0)); |
| /// ``` |
| /// |
| /// Note: for multi-column sorts without a limit, using the [row format](https://docs.rs/arrow-row/latest/arrow_row/) |
| /// may be significantly faster |
| /// |
| </span><span class="kw">pub fn </span>lexsort(columns: <span class="kw-2">&</span>[SortColumn], limit: <span class="prelude-ty">Option</span><usize>) -> <span class="prelude-ty">Result</span><Vec<ArrayRef>, ArrowError> { |
| <span class="kw">let </span>indices = lexsort_to_indices(columns, limit)<span class="question-mark">?</span>; |
| columns |
| .iter() |
| .map(|c| take(c.values.as_ref(), <span class="kw-2">&</span>indices, <span class="prelude-val">None</span>)) |
| .collect() |
| } |
| |
| <span class="doccomment">/// Sort elements lexicographically from a list of `ArrayRef` into an unsigned integer |
| /// (`UInt32Array`) of indices. |
| /// |
| /// Note: for multi-column sorts without a limit, using the [row format](https://docs.rs/arrow-row/latest/arrow_row/) |
| /// may be significantly faster |
| </span><span class="kw">pub fn </span>lexsort_to_indices( |
| columns: <span class="kw-2">&</span>[SortColumn], |
| limit: <span class="prelude-ty">Option</span><usize>, |
| ) -> <span class="prelude-ty">Result</span><UInt32Array, ArrowError> { |
| <span class="kw">if </span>columns.is_empty() { |
| <span class="kw">return </span><span class="prelude-val">Err</span>(ArrowError::InvalidArgumentError( |
| <span class="string">"Sort requires at least one column"</span>.to_string(), |
| )); |
| } |
| <span class="kw">if </span>columns.len() == <span class="number">1 </span>{ |
| <span class="comment">// fallback to non-lexical sort |
| </span><span class="kw">let </span>column = <span class="kw-2">&</span>columns[<span class="number">0</span>]; |
| <span class="kw">return </span>sort_to_indices(<span class="kw-2">&</span>column.values, column.options, limit); |
| } |
| |
| <span class="kw">let </span>row_count = columns[<span class="number">0</span>].values.len(); |
| <span class="kw">if </span>columns.iter().any(|item| item.values.len() != row_count) { |
| <span class="kw">return </span><span class="prelude-val">Err</span>(ArrowError::ComputeError( |
| <span class="string">"lexical sort columns have different row counts"</span>.to_string(), |
| )); |
| }; |
| |
| <span class="kw">let </span><span class="kw-2">mut </span>value_indices = (<span class="number">0</span>..row_count).collect::<Vec<usize>>(); |
| <span class="kw">let </span><span class="kw-2">mut </span>len = value_indices.len(); |
| |
| <span class="kw">if let </span><span class="prelude-val">Some</span>(limit) = limit { |
| len = limit.min(len); |
| } |
| |
| <span class="kw">let </span>lexicographical_comparator = LexicographicalComparator::try_new(columns)<span class="question-mark">?</span>; |
| <span class="comment">// uint32 can be sorted unstably |
| </span>sort_unstable_by(<span class="kw-2">&mut </span>value_indices, len, |a, b| { |
| lexicographical_comparator.compare(<span class="kw-2">*</span>a, <span class="kw-2">*</span>b) |
| }); |
| |
| <span class="prelude-val">Ok</span>(UInt32Array::from_iter_values( |
| value_indices.iter().take(len).map(|i| <span class="kw-2">*</span>i <span class="kw">as </span>u32), |
| )) |
| } |
| |
| <span class="doccomment">/// It's unstable_sort, may not preserve the order of equal elements |
| </span><span class="kw">pub fn </span>partial_sort<T, F>(v: <span class="kw-2">&mut </span>[T], limit: usize, <span class="kw-2">mut </span>is_less: F) |
| <span class="kw">where |
| </span>F: FnMut(<span class="kw-2">&</span>T, <span class="kw-2">&</span>T) -> Ordering, |
| { |
| <span class="kw">if let </span><span class="prelude-val">Some</span>(n) = limit.checked_sub(<span class="number">1</span>) { |
| <span class="kw">let </span>(before, _mid, _after) = v.select_nth_unstable_by(n, <span class="kw-2">&mut </span>is_less); |
| before.sort_unstable_by(is_less); |
| } |
| } |
| |
| <span class="kw">type </span>LexicographicalCompareItem = ( |
| <span class="prelude-ty">Option</span><NullBuffer>, <span class="comment">// nulls |
| </span>DynComparator, <span class="comment">// comparator |
| </span>SortOptions, <span class="comment">// sort_option |
| </span>); |
| |
| <span class="doccomment">/// A lexicographical comparator that wraps given array data (columns) and can lexicographically compare data |
| /// at given two indices. The lifetime is the same at the data wrapped. |
| </span><span class="kw">pub struct </span>LexicographicalComparator { |
| compare_items: Vec<LexicographicalCompareItem>, |
| } |
| |
| <span class="kw">impl </span>LexicographicalComparator { |
| <span class="doccomment">/// lexicographically compare values at the wrapped columns with given indices. |
| </span><span class="kw">pub fn </span>compare(<span class="kw-2">&</span><span class="self">self</span>, a_idx: usize, b_idx: usize) -> Ordering { |
| <span class="kw">for </span>(nulls, comparator, sort_option) <span class="kw">in </span><span class="kw-2">&</span><span class="self">self</span>.compare_items { |
| <span class="kw">let </span>(lhs_valid, rhs_valid) = <span class="kw">match </span>nulls { |
| <span class="prelude-val">Some</span>(n) => (n.is_valid(a_idx), n.is_valid(b_idx)), |
| <span class="prelude-val">None </span>=> (<span class="bool-val">true</span>, <span class="bool-val">true</span>), |
| }; |
| |
| <span class="kw">match </span>(lhs_valid, rhs_valid) { |
| (<span class="bool-val">true</span>, <span class="bool-val">true</span>) => { |
| <span class="kw">match </span>(comparator)(a_idx, b_idx) { |
| <span class="comment">// equal, move on to next column |
| </span>Ordering::Equal => <span class="kw">continue</span>, |
| order => { |
| <span class="kw">if </span>sort_option.descending { |
| <span class="kw">return </span>order.reverse(); |
| } <span class="kw">else </span>{ |
| <span class="kw">return </span>order; |
| } |
| } |
| } |
| } |
| (<span class="bool-val">false</span>, <span class="bool-val">true</span>) => { |
| <span class="kw">return if </span>sort_option.nulls_first { |
| Ordering::Less |
| } <span class="kw">else </span>{ |
| Ordering::Greater |
| }; |
| } |
| (<span class="bool-val">true</span>, <span class="bool-val">false</span>) => { |
| <span class="kw">return if </span>sort_option.nulls_first { |
| Ordering::Greater |
| } <span class="kw">else </span>{ |
| Ordering::Less |
| }; |
| } |
| <span class="comment">// equal, move on to next column |
| </span>(<span class="bool-val">false</span>, <span class="bool-val">false</span>) => <span class="kw">continue</span>, |
| } |
| } |
| |
| Ordering::Equal |
| } |
| |
| <span class="doccomment">/// Create a new lex comparator that will wrap the given sort columns and give comparison |
| /// results with two indices. |
| </span><span class="kw">pub fn </span>try_new(columns: <span class="kw-2">&</span>[SortColumn]) -> <span class="prelude-ty">Result</span><LexicographicalComparator, ArrowError> { |
| <span class="kw">let </span>compare_items = columns |
| .iter() |
| .map(<span class="self">Self</span>::build_compare_item) |
| .collect::<<span class="prelude-ty">Result</span><Vec<<span class="kw">_</span>>, ArrowError>>()<span class="question-mark">?</span>; |
| <span class="prelude-val">Ok</span>(LexicographicalComparator { compare_items }) |
| } |
| |
| <span class="kw">fn </span>build_compare_item(column: <span class="kw-2">&</span>SortColumn) -> <span class="prelude-ty">Result</span><LexicographicalCompareItem, ArrowError> { |
| <span class="kw">let </span>values = column.values.as_ref(); |
| <span class="kw">let </span>options = column.options.unwrap_or_default(); |
| <span class="kw">let </span>comparator = <span class="kw">match </span>values.data_type() { |
| DataType::List(<span class="kw">_</span>) => <span class="self">Self</span>::build_list_compare(values.as_list::<i32>(), options)<span class="question-mark">?</span>, |
| DataType::LargeList(<span class="kw">_</span>) => <span class="self">Self</span>::build_list_compare(values.as_list::<i64>(), options)<span class="question-mark">?</span>, |
| DataType::FixedSizeList(<span class="kw">_</span>, <span class="kw">_</span>) => { |
| <span class="self">Self</span>::build_fixed_size_list_compare(values.as_fixed_size_list(), options)<span class="question-mark">? |
| </span>} |
| <span class="kw">_ </span>=> build_compare(values, values)<span class="question-mark">?</span>, |
| }; |
| <span class="prelude-val">Ok</span>((values.logical_nulls(), comparator, options)) |
| } |
| |
| <span class="kw">fn </span>build_list_compare<O: OffsetSizeTrait>( |
| array: <span class="kw-2">&</span>GenericListArray<O>, |
| options: SortOptions, |
| ) -> <span class="prelude-ty">Result</span><DynComparator, ArrowError> { |
| <span class="kw">let </span>rank = child_rank(array.values().as_ref(), options)<span class="question-mark">?</span>; |
| <span class="kw">let </span>offsets = array.offsets().clone(); |
| <span class="kw">let </span>cmp = Box::new(<span class="kw">move </span>|i: usize, j: usize| { |
| <span class="macro">macro_rules!</span> nth_value { |
| (<span class="macro-nonterminal">$INDEX</span>:expr) => {{ |
| <span class="kw">let </span>end = offsets[<span class="macro-nonterminal">$INDEX </span>+ <span class="number">1</span>].as_usize(); |
| <span class="kw">let </span>start = offsets[<span class="macro-nonterminal">$INDEX</span>].as_usize(); |
| <span class="kw-2">&</span>rank[start..end] |
| }}; |
| } |
| Ord::cmp(<span class="macro">nth_value!</span>(i), <span class="macro">nth_value!</span>(j)) |
| }); |
| <span class="prelude-val">Ok</span>(cmp) |
| } |
| |
| <span class="kw">fn </span>build_fixed_size_list_compare( |
| array: <span class="kw-2">&</span>FixedSizeListArray, |
| options: SortOptions, |
| ) -> <span class="prelude-ty">Result</span><DynComparator, ArrowError> { |
| <span class="kw">let </span>rank = child_rank(array.values().as_ref(), options)<span class="question-mark">?</span>; |
| <span class="kw">let </span>size = array.value_length() <span class="kw">as </span>usize; |
| <span class="kw">let </span>cmp = Box::new(<span class="kw">move </span>|i: usize, j: usize| { |
| <span class="macro">macro_rules!</span> nth_value { |
| (<span class="macro-nonterminal">$INDEX</span>:expr) => {{ |
| <span class="kw">let </span>start = <span class="macro-nonterminal">$INDEX </span>* size; |
| <span class="kw-2">&</span>rank[start..start + size] |
| }}; |
| } |
| Ord::cmp(<span class="macro">nth_value!</span>(i), <span class="macro">nth_value!</span>(j)) |
| }); |
| <span class="prelude-val">Ok</span>(cmp) |
| } |
| } |
| |
| <span class="attr">#[cfg(test)] |
| </span><span class="kw">mod </span>tests { |
| <span class="kw">use super</span>::<span class="kw-2">*</span>; |
| <span class="kw">use </span>arrow_array::builder::{ |
| FixedSizeListBuilder, Int64Builder, ListBuilder, PrimitiveRunBuilder, |
| }; |
| <span class="kw">use </span>arrow_buffer::i256; |
| <span class="kw">use </span>half::f16; |
| <span class="kw">use </span>rand::rngs::StdRng; |
| <span class="kw">use </span>rand::{Rng, RngCore, SeedableRng}; |
| |
| <span class="kw">fn </span>create_decimal128_array(data: Vec<<span class="prelude-ty">Option</span><i128>>) -> Decimal128Array { |
| data.into_iter() |
| .collect::<Decimal128Array>() |
| .with_precision_and_scale(<span class="number">23</span>, <span class="number">6</span>) |
| .unwrap() |
| } |
| |
| <span class="kw">fn </span>create_decimal256_array(data: Vec<<span class="prelude-ty">Option</span><i256>>) -> Decimal256Array { |
| data.into_iter() |
| .collect::<Decimal256Array>() |
| .with_precision_and_scale(<span class="number">53</span>, <span class="number">6</span>) |
| .unwrap() |
| } |
| |
| <span class="kw">fn </span>test_sort_to_indices_decimal128_array( |
| data: Vec<<span class="prelude-ty">Option</span><i128>>, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| expected_data: Vec<u32>, |
| ) { |
| <span class="kw">let </span>output = create_decimal128_array(data); |
| <span class="kw">let </span>expected = UInt32Array::from(expected_data); |
| <span class="kw">let </span>output = sort_to_indices(<span class="kw-2">&</span>(Arc::new(output) <span class="kw">as </span>ArrayRef), options, limit).unwrap(); |
| <span class="macro">assert_eq!</span>(output, expected) |
| } |
| |
| <span class="kw">fn </span>test_sort_to_indices_decimal256_array( |
| data: Vec<<span class="prelude-ty">Option</span><i256>>, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| expected_data: Vec<u32>, |
| ) { |
| <span class="kw">let </span>output = create_decimal256_array(data); |
| <span class="kw">let </span>expected = UInt32Array::from(expected_data); |
| <span class="kw">let </span>output = sort_to_indices(<span class="kw-2">&</span>(Arc::new(output) <span class="kw">as </span>ArrayRef), options, limit).unwrap(); |
| <span class="macro">assert_eq!</span>(output, expected) |
| } |
| |
| <span class="kw">fn </span>test_sort_decimal128_array( |
| data: Vec<<span class="prelude-ty">Option</span><i128>>, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| expected_data: Vec<<span class="prelude-ty">Option</span><i128>>, |
| ) { |
| <span class="kw">let </span>output = create_decimal128_array(data); |
| <span class="kw">let </span>expected = Arc::new(create_decimal128_array(expected_data)) <span class="kw">as </span>ArrayRef; |
| <span class="kw">let </span>output = <span class="kw">match </span>limit { |
| <span class="prelude-val">Some</span>(<span class="kw">_</span>) => sort_limit(<span class="kw-2">&</span>(Arc::new(output) <span class="kw">as </span>ArrayRef), options, limit).unwrap(), |
| <span class="kw">_ </span>=> sort(<span class="kw-2">&</span>(Arc::new(output) <span class="kw">as </span>ArrayRef), options).unwrap(), |
| }; |
| <span class="macro">assert_eq!</span>(<span class="kw-2">&</span>output, <span class="kw-2">&</span>expected) |
| } |
| |
| <span class="kw">fn </span>test_sort_decimal256_array( |
| data: Vec<<span class="prelude-ty">Option</span><i256>>, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| expected_data: Vec<<span class="prelude-ty">Option</span><i256>>, |
| ) { |
| <span class="kw">let </span>output = create_decimal256_array(data); |
| <span class="kw">let </span>expected = Arc::new(create_decimal256_array(expected_data)) <span class="kw">as </span>ArrayRef; |
| <span class="kw">let </span>output = <span class="kw">match </span>limit { |
| <span class="prelude-val">Some</span>(<span class="kw">_</span>) => sort_limit(<span class="kw-2">&</span>(Arc::new(output) <span class="kw">as </span>ArrayRef), options, limit).unwrap(), |
| <span class="kw">_ </span>=> sort(<span class="kw-2">&</span>(Arc::new(output) <span class="kw">as </span>ArrayRef), options).unwrap(), |
| }; |
| <span class="macro">assert_eq!</span>(<span class="kw-2">&</span>output, <span class="kw-2">&</span>expected) |
| } |
| |
| <span class="kw">fn </span>test_sort_to_indices_boolean_arrays( |
| data: Vec<<span class="prelude-ty">Option</span><bool>>, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| expected_data: Vec<u32>, |
| ) { |
| <span class="kw">let </span>output = BooleanArray::from(data); |
| <span class="kw">let </span>expected = UInt32Array::from(expected_data); |
| <span class="kw">let </span>output = sort_to_indices(<span class="kw-2">&</span>(Arc::new(output) <span class="kw">as </span>ArrayRef), options, limit).unwrap(); |
| <span class="macro">assert_eq!</span>(output, expected) |
| } |
| |
| <span class="kw">fn </span>test_sort_to_indices_primitive_arrays<T>( |
| data: Vec<<span class="prelude-ty">Option</span><T::Native>>, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| expected_data: Vec<u32>, |
| ) <span class="kw">where |
| </span>T: ArrowPrimitiveType, |
| PrimitiveArray<T>: From<Vec<<span class="prelude-ty">Option</span><T::Native>>>, |
| { |
| <span class="kw">let </span>output = PrimitiveArray::<T>::from(data); |
| <span class="kw">let </span>expected = UInt32Array::from(expected_data); |
| <span class="kw">let </span>output = sort_to_indices(<span class="kw-2">&</span>(Arc::new(output) <span class="kw">as </span>ArrayRef), options, limit).unwrap(); |
| <span class="macro">assert_eq!</span>(output, expected) |
| } |
| |
| <span class="kw">fn </span>test_sort_primitive_arrays<T>( |
| data: Vec<<span class="prelude-ty">Option</span><T::Native>>, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| expected_data: Vec<<span class="prelude-ty">Option</span><T::Native>>, |
| ) <span class="kw">where |
| </span>T: ArrowPrimitiveType, |
| PrimitiveArray<T>: From<Vec<<span class="prelude-ty">Option</span><T::Native>>>, |
| { |
| <span class="kw">let </span>output = PrimitiveArray::<T>::from(data); |
| <span class="kw">let </span>expected = Arc::new(PrimitiveArray::<T>::from(expected_data)) <span class="kw">as </span>ArrayRef; |
| <span class="kw">let </span>output = <span class="kw">match </span>limit { |
| <span class="prelude-val">Some</span>(<span class="kw">_</span>) => sort_limit(<span class="kw-2">&</span>(Arc::new(output) <span class="kw">as </span>ArrayRef), options, limit).unwrap(), |
| <span class="kw">_ </span>=> sort(<span class="kw-2">&</span>(Arc::new(output) <span class="kw">as </span>ArrayRef), options).unwrap(), |
| }; |
| <span class="macro">assert_eq!</span>(<span class="kw-2">&</span>output, <span class="kw-2">&</span>expected) |
| } |
| |
| <span class="kw">fn </span>test_sort_to_indices_string_arrays( |
| data: Vec<<span class="prelude-ty">Option</span><<span class="kw-2">&</span>str>>, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| expected_data: Vec<u32>, |
| ) { |
| <span class="kw">let </span>output = StringArray::from(data); |
| <span class="kw">let </span>expected = UInt32Array::from(expected_data); |
| <span class="kw">let </span>output = sort_to_indices(<span class="kw-2">&</span>(Arc::new(output) <span class="kw">as </span>ArrayRef), options, limit).unwrap(); |
| <span class="macro">assert_eq!</span>(output, expected) |
| } |
| |
| <span class="doccomment">/// Tests both Utf8 and LargeUtf8 |
| </span><span class="kw">fn </span>test_sort_string_arrays( |
| data: Vec<<span class="prelude-ty">Option</span><<span class="kw-2">&</span>str>>, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| expected_data: Vec<<span class="prelude-ty">Option</span><<span class="kw-2">&</span>str>>, |
| ) { |
| <span class="kw">let </span>output = StringArray::from(data.clone()); |
| <span class="kw">let </span>expected = Arc::new(StringArray::from(expected_data.clone())) <span class="kw">as </span>ArrayRef; |
| <span class="kw">let </span>output = <span class="kw">match </span>limit { |
| <span class="prelude-val">Some</span>(<span class="kw">_</span>) => sort_limit(<span class="kw-2">&</span>(Arc::new(output) <span class="kw">as </span>ArrayRef), options, limit).unwrap(), |
| <span class="kw">_ </span>=> sort(<span class="kw-2">&</span>(Arc::new(output) <span class="kw">as </span>ArrayRef), options).unwrap(), |
| }; |
| <span class="macro">assert_eq!</span>(<span class="kw-2">&</span>output, <span class="kw-2">&</span>expected); |
| |
| <span class="kw">let </span>output = LargeStringArray::from(data); |
| <span class="kw">let </span>expected = Arc::new(LargeStringArray::from(expected_data)) <span class="kw">as </span>ArrayRef; |
| <span class="kw">let </span>output = <span class="kw">match </span>limit { |
| <span class="prelude-val">Some</span>(<span class="kw">_</span>) => sort_limit(<span class="kw-2">&</span>(Arc::new(output) <span class="kw">as </span>ArrayRef), options, limit).unwrap(), |
| <span class="kw">_ </span>=> sort(<span class="kw-2">&</span>(Arc::new(output) <span class="kw">as </span>ArrayRef), options).unwrap(), |
| }; |
| <span class="macro">assert_eq!</span>(<span class="kw-2">&</span>output, <span class="kw-2">&</span>expected) |
| } |
| |
| <span class="kw">fn </span>test_sort_string_dict_arrays<T: ArrowDictionaryKeyType>( |
| data: Vec<<span class="prelude-ty">Option</span><<span class="kw-2">&</span>str>>, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| expected_data: Vec<<span class="prelude-ty">Option</span><<span class="kw-2">&</span>str>>, |
| ) { |
| <span class="kw">let </span>array = data.into_iter().collect::<DictionaryArray<T>>(); |
| <span class="kw">let </span>array_values = array.values().clone(); |
| <span class="kw">let </span>dict = array_values |
| .as_any() |
| .downcast_ref::<StringArray>() |
| .expect(<span class="string">"Unable to get dictionary values"</span>); |
| |
| <span class="kw">let </span>sorted = <span class="kw">match </span>limit { |
| <span class="prelude-val">Some</span>(<span class="kw">_</span>) => sort_limit(<span class="kw-2">&</span>(Arc::new(array) <span class="kw">as </span>ArrayRef), options, limit).unwrap(), |
| <span class="kw">_ </span>=> sort(<span class="kw-2">&</span>(Arc::new(array) <span class="kw">as </span>ArrayRef), options).unwrap(), |
| }; |
| <span class="kw">let </span>sorted = sorted |
| .as_any() |
| .downcast_ref::<DictionaryArray<T>>() |
| .unwrap(); |
| <span class="kw">let </span>sorted_values = sorted.values(); |
| <span class="kw">let </span>sorted_dict = sorted_values |
| .as_any() |
| .downcast_ref::<StringArray>() |
| .expect(<span class="string">"Unable to get dictionary values"</span>); |
| <span class="kw">let </span>sorted_keys = sorted.keys(); |
| |
| <span class="macro">assert_eq!</span>(sorted_dict, dict); |
| |
| <span class="kw">let </span>sorted_strings = StringArray::from_iter((<span class="number">0</span>..sorted.len()).map(|i| { |
| <span class="kw">if </span>sorted.is_valid(i) { |
| <span class="prelude-val">Some</span>(sorted_dict.value(sorted_keys.value(i).as_usize())) |
| } <span class="kw">else </span>{ |
| <span class="prelude-val">None |
| </span>} |
| })); |
| <span class="kw">let </span>expected = StringArray::from(expected_data); |
| |
| <span class="macro">assert_eq!</span>(sorted_strings, expected) |
| } |
| |
| <span class="kw">fn </span>test_sort_primitive_dict_arrays<K: ArrowDictionaryKeyType, T: ArrowPrimitiveType>( |
| keys: PrimitiveArray<K>, |
| values: PrimitiveArray<T>, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| expected_data: Vec<<span class="prelude-ty">Option</span><T::Native>>, |
| ) <span class="kw">where |
| </span>PrimitiveArray<T>: From<Vec<<span class="prelude-ty">Option</span><T::Native>>>, |
| { |
| <span class="kw">let </span>array = DictionaryArray::<K>::new(keys, Arc::new(values)); |
| <span class="kw">let </span>array_values = array.values().clone(); |
| <span class="kw">let </span>dict = array_values.as_primitive::<T>(); |
| |
| <span class="kw">let </span>sorted = <span class="kw">match </span>limit { |
| <span class="prelude-val">Some</span>(<span class="kw">_</span>) => sort_limit(<span class="kw-2">&</span>(Arc::new(array) <span class="kw">as </span>ArrayRef), options, limit).unwrap(), |
| <span class="kw">_ </span>=> sort(<span class="kw-2">&</span>(Arc::new(array) <span class="kw">as </span>ArrayRef), options).unwrap(), |
| }; |
| <span class="kw">let </span>sorted = sorted |
| .as_any() |
| .downcast_ref::<DictionaryArray<K>>() |
| .unwrap(); |
| <span class="kw">let </span>sorted_values = sorted.values(); |
| <span class="kw">let </span>sorted_dict = sorted_values |
| .as_any() |
| .downcast_ref::<PrimitiveArray<T>>() |
| .expect(<span class="string">"Unable to get dictionary values"</span>); |
| <span class="kw">let </span>sorted_keys = sorted.keys(); |
| |
| <span class="macro">assert_eq!</span>(sorted_dict, dict); |
| |
| <span class="kw">let </span>sorted_values: PrimitiveArray<T> = From::<Vec<<span class="prelude-ty">Option</span><T::Native>>>::from( |
| (<span class="number">0</span>..sorted.len()) |
| .map(|i| { |
| <span class="kw">let </span>key = sorted_keys.value(i).as_usize(); |
| <span class="kw">if </span>sorted.is_valid(i) && sorted_dict.is_valid(key) { |
| <span class="prelude-val">Some</span>(sorted_dict.value(key)) |
| } <span class="kw">else </span>{ |
| <span class="prelude-val">None |
| </span>} |
| }) |
| .collect::<Vec<<span class="prelude-ty">Option</span><T::Native>>>(), |
| ); |
| <span class="kw">let </span>expected: PrimitiveArray<T> = From::<Vec<<span class="prelude-ty">Option</span><T::Native>>>::from(expected_data); |
| |
| <span class="macro">assert_eq!</span>(sorted_values, expected) |
| } |
| |
| <span class="kw">fn </span>test_sort_list_arrays<T>( |
| data: Vec<<span class="prelude-ty">Option</span><Vec<<span class="prelude-ty">Option</span><T::Native>>>>, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| expected_data: Vec<<span class="prelude-ty">Option</span><Vec<<span class="prelude-ty">Option</span><T::Native>>>>, |
| fixed_length: <span class="prelude-ty">Option</span><i32>, |
| ) <span class="kw">where |
| </span>T: ArrowPrimitiveType, |
| PrimitiveArray<T>: From<Vec<<span class="prelude-ty">Option</span><T::Native>>>, |
| { |
| <span class="comment">// for FixedSizedList |
| </span><span class="kw">if let </span><span class="prelude-val">Some</span>(length) = fixed_length { |
| <span class="kw">let </span>input = Arc::new(FixedSizeListArray::from_iter_primitive::<T, <span class="kw">_</span>, <span class="kw">_</span>>( |
| data.clone(), |
| length, |
| )); |
| <span class="kw">let </span>sorted = <span class="kw">match </span>limit { |
| <span class="prelude-val">Some</span>(<span class="kw">_</span>) => sort_limit(<span class="kw-2">&</span>(input <span class="kw">as </span>ArrayRef), options, limit).unwrap(), |
| <span class="kw">_ </span>=> sort(<span class="kw-2">&</span>(input <span class="kw">as </span>ArrayRef), options).unwrap(), |
| }; |
| <span class="kw">let </span>expected = Arc::new(FixedSizeListArray::from_iter_primitive::<T, <span class="kw">_</span>, <span class="kw">_</span>>( |
| expected_data.clone(), |
| length, |
| )) <span class="kw">as </span>ArrayRef; |
| |
| <span class="macro">assert_eq!</span>(<span class="kw-2">&</span>sorted, <span class="kw-2">&</span>expected); |
| } |
| |
| <span class="comment">// for List |
| </span><span class="kw">let </span>input = Arc::new(ListArray::from_iter_primitive::<T, <span class="kw">_</span>, <span class="kw">_</span>>(data.clone())); |
| <span class="kw">let </span>sorted = <span class="kw">match </span>limit { |
| <span class="prelude-val">Some</span>(<span class="kw">_</span>) => sort_limit(<span class="kw-2">&</span>(input <span class="kw">as </span>ArrayRef), options, limit).unwrap(), |
| <span class="kw">_ </span>=> sort(<span class="kw-2">&</span>(input <span class="kw">as </span>ArrayRef), options).unwrap(), |
| }; |
| <span class="kw">let </span>expected = Arc::new(ListArray::from_iter_primitive::<T, <span class="kw">_</span>, <span class="kw">_</span>>( |
| expected_data.clone(), |
| )) <span class="kw">as </span>ArrayRef; |
| |
| <span class="macro">assert_eq!</span>(<span class="kw-2">&</span>sorted, <span class="kw-2">&</span>expected); |
| |
| <span class="comment">// for LargeList |
| </span><span class="kw">let </span>input = Arc::new(LargeListArray::from_iter_primitive::<T, <span class="kw">_</span>, <span class="kw">_</span>>(data)); |
| <span class="kw">let </span>sorted = <span class="kw">match </span>limit { |
| <span class="prelude-val">Some</span>(<span class="kw">_</span>) => sort_limit(<span class="kw-2">&</span>(input <span class="kw">as </span>ArrayRef), options, limit).unwrap(), |
| <span class="kw">_ </span>=> sort(<span class="kw-2">&</span>(input <span class="kw">as </span>ArrayRef), options).unwrap(), |
| }; |
| <span class="kw">let </span>expected = Arc::new(LargeListArray::from_iter_primitive::<T, <span class="kw">_</span>, <span class="kw">_</span>>( |
| expected_data, |
| )) <span class="kw">as </span>ArrayRef; |
| |
| <span class="macro">assert_eq!</span>(<span class="kw-2">&</span>sorted, <span class="kw-2">&</span>expected); |
| } |
| |
| <span class="kw">fn </span>test_lex_sort_arrays( |
| input: Vec<SortColumn>, |
| expected_output: Vec<ArrayRef>, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| ) { |
| <span class="kw">let </span>sorted = lexsort(<span class="kw-2">&</span>input, limit).unwrap(); |
| |
| <span class="kw">for </span>(result, expected) <span class="kw">in </span>sorted.iter().zip(expected_output.iter()) { |
| <span class="macro">assert_eq!</span>(result, expected); |
| } |
| } |
| |
| <span class="doccomment">/// slice all arrays in expected_output to offset/length |
| </span><span class="kw">fn </span>slice_arrays(expected_output: Vec<ArrayRef>, offset: usize, length: usize) -> Vec<ArrayRef> { |
| expected_output |
| .into_iter() |
| .map(|array| array.slice(offset, length)) |
| .collect() |
| } |
| |
| <span class="kw">fn </span>test_sort_binary_arrays( |
| data: Vec<<span class="prelude-ty">Option</span><Vec<u8>>>, |
| options: <span class="prelude-ty">Option</span><SortOptions>, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| expected_data: Vec<<span class="prelude-ty">Option</span><Vec<u8>>>, |
| fixed_length: <span class="prelude-ty">Option</span><i32>, |
| ) { |
| <span class="comment">// Fixed size binary array |
| </span><span class="kw">if let </span><span class="prelude-val">Some</span>(length) = fixed_length { |
| <span class="kw">let </span>input = Arc::new( |
| FixedSizeBinaryArray::try_from_sparse_iter_with_size(data.iter().cloned(), length) |
| .unwrap(), |
| ); |
| <span class="kw">let </span>sorted = <span class="kw">match </span>limit { |
| <span class="prelude-val">Some</span>(<span class="kw">_</span>) => sort_limit(<span class="kw-2">&</span>(input <span class="kw">as </span>ArrayRef), options, limit).unwrap(), |
| <span class="prelude-val">None </span>=> sort(<span class="kw-2">&</span>(input <span class="kw">as </span>ArrayRef), options).unwrap(), |
| }; |
| <span class="kw">let </span>expected = Arc::new( |
| FixedSizeBinaryArray::try_from_sparse_iter_with_size( |
| expected_data.iter().cloned(), |
| length, |
| ) |
| .unwrap(), |
| ) <span class="kw">as </span>ArrayRef; |
| |
| <span class="macro">assert_eq!</span>(<span class="kw-2">&</span>sorted, <span class="kw-2">&</span>expected); |
| } |
| |
| <span class="comment">// Generic size binary array |
| </span><span class="kw">fn </span>make_generic_binary_array<S: OffsetSizeTrait>( |
| data: <span class="kw-2">&</span>[<span class="prelude-ty">Option</span><Vec<u8>>], |
| ) -> Arc<GenericBinaryArray<S>> { |
| Arc::new(GenericBinaryArray::<S>::from_opt_vec( |
| data.iter() |
| .map(|binary| binary.as_ref().map(Vec::as_slice)) |
| .collect(), |
| )) |
| } |
| |
| <span class="comment">// BinaryArray |
| </span><span class="kw">let </span>input = make_generic_binary_array::<i32>(<span class="kw-2">&</span>data); |
| <span class="kw">let </span>sorted = <span class="kw">match </span>limit { |
| <span class="prelude-val">Some</span>(<span class="kw">_</span>) => sort_limit(<span class="kw-2">&</span>(input <span class="kw">as </span>ArrayRef), options, limit).unwrap(), |
| <span class="prelude-val">None </span>=> sort(<span class="kw-2">&</span>(input <span class="kw">as </span>ArrayRef), options).unwrap(), |
| }; |
| <span class="kw">let </span>expected = make_generic_binary_array::<i32>(<span class="kw-2">&</span>expected_data) <span class="kw">as </span>ArrayRef; |
| <span class="macro">assert_eq!</span>(<span class="kw-2">&</span>sorted, <span class="kw-2">&</span>expected); |
| |
| <span class="comment">// LargeBinaryArray |
| </span><span class="kw">let </span>input = make_generic_binary_array::<i64>(<span class="kw-2">&</span>data); |
| <span class="kw">let </span>sorted = <span class="kw">match </span>limit { |
| <span class="prelude-val">Some</span>(<span class="kw">_</span>) => sort_limit(<span class="kw-2">&</span>(input <span class="kw">as </span>ArrayRef), options, limit).unwrap(), |
| <span class="prelude-val">None </span>=> sort(<span class="kw-2">&</span>(input <span class="kw">as </span>ArrayRef), options).unwrap(), |
| }; |
| <span class="kw">let </span>expected = make_generic_binary_array::<i64>(<span class="kw-2">&</span>expected_data) <span class="kw">as </span>ArrayRef; |
| <span class="macro">assert_eq!</span>(<span class="kw-2">&</span>sorted, <span class="kw-2">&</span>expected); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_to_indices_primitives() { |
| test_sort_to_indices_primitive_arrays::<Int8Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">5</span>, <span class="number">3</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">2</span>], |
| ); |
| test_sort_to_indices_primitive_arrays::<Int16Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">5</span>, <span class="number">3</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">2</span>], |
| ); |
| test_sort_to_indices_primitive_arrays::<Int32Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">5</span>, <span class="number">3</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">2</span>], |
| ); |
| test_sort_to_indices_primitive_arrays::<Int64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">5</span>, <span class="number">3</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">2</span>], |
| ); |
| test_sort_to_indices_primitive_arrays::<Float16Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(f16::from_f32(-<span class="number">0.05</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">2.225</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(-<span class="number">1.01</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(-<span class="number">0.05</span>)), |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">5</span>, <span class="number">3</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">2</span>], |
| ); |
| test_sort_to_indices_primitive_arrays::<Float32Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(-<span class="number">0.05</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2.225</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">1.01</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">0.05</span>), |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">5</span>, <span class="number">3</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">2</span>], |
| ); |
| test_sort_to_indices_primitive_arrays::<Float64Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(-<span class="number">0.05</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2.225</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">1.01</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">0.05</span>), |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">5</span>, <span class="number">3</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">2</span>], |
| ); |
| |
| <span class="comment">// descending |
| </span>test_sort_to_indices_primitive_arrays::<Int8Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">2</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">3</span>, <span class="number">0</span>, <span class="number">5</span>], |
| ); |
| |
| test_sort_to_indices_primitive_arrays::<Int16Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">2</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">3</span>, <span class="number">0</span>, <span class="number">5</span>], |
| ); |
| |
| test_sort_to_indices_primitive_arrays::<Int32Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">2</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">3</span>, <span class="number">0</span>, <span class="number">5</span>], |
| ); |
| |
| test_sort_to_indices_primitive_arrays::<Int64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">2</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">3</span>, <span class="number">0</span>, <span class="number">5</span>], |
| ); |
| |
| test_sort_to_indices_primitive_arrays::<Float16Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">0.005</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">20.22</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(-<span class="number">10.3</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">0.005</span>)), |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">2</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">3</span>, <span class="number">0</span>, <span class="number">5</span>], |
| ); |
| |
| test_sort_to_indices_primitive_arrays::<Float32Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">0.005</span>), |
| <span class="prelude-val">Some</span>(<span class="number">20.22</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">10.3</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0.005</span>), |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">2</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">3</span>, <span class="number">0</span>, <span class="number">5</span>], |
| ); |
| |
| test_sort_to_indices_primitive_arrays::<Float64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0.0</span>), <span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">Some</span>(-<span class="number">1.0</span>), <span class="prelude-val">Some</span>(<span class="number">0.0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">2</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">3</span>, <span class="number">0</span>, <span class="number">5</span>], |
| ); |
| |
| <span class="comment">// descending, nulls first |
| </span>test_sort_to_indices_primitive_arrays::<Int8Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">5</span>, <span class="number">2</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">3</span>], <span class="comment">// [5, 0, 2, 4, 1, 3] |
| </span>); |
| |
| test_sort_to_indices_primitive_arrays::<Int16Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">5</span>, <span class="number">2</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">3</span>], <span class="comment">// [5, 0, 2, 4, 1, 3] |
| </span>); |
| |
| test_sort_to_indices_primitive_arrays::<Int32Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">5</span>, <span class="number">2</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">3</span>], |
| ); |
| |
| test_sort_to_indices_primitive_arrays::<Int64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">5</span>, <span class="number">2</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">3</span>], |
| ); |
| |
| test_sort_to_indices_primitive_arrays::<Float16Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">0.1</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">0.2</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(-<span class="number">1.3</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">0.01</span>)), |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">5</span>, <span class="number">2</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">3</span>], |
| ); |
| |
| test_sort_to_indices_primitive_arrays::<Float32Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0.1</span>), <span class="prelude-val">Some</span>(<span class="number">0.2</span>), <span class="prelude-val">Some</span>(-<span class="number">1.3</span>), <span class="prelude-val">Some</span>(<span class="number">0.01</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">5</span>, <span class="number">2</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">3</span>], |
| ); |
| |
| test_sort_to_indices_primitive_arrays::<Float64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">10.1</span>), <span class="prelude-val">Some</span>(<span class="number">100.2</span>), <span class="prelude-val">Some</span>(-<span class="number">1.3</span>), <span class="prelude-val">Some</span>(<span class="number">10.01</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">5</span>, <span class="number">2</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">3</span>], |
| ); |
| |
| <span class="comment">// valid values less than limit with extra nulls |
| </span>test_sort_to_indices_primitive_arrays::<Float64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">1.0</span>)], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="number">3</span>, <span class="number">0</span>, <span class="number">1</span>], |
| ); |
| |
| test_sort_to_indices_primitive_arrays::<Float64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">1.0</span>)], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">2</span>, <span class="number">3</span>], |
| ); |
| |
| <span class="comment">// more nulls than limit |
| </span>test_sort_to_indices_primitive_arrays::<Float64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.0</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">2</span>], |
| ); |
| |
| test_sort_to_indices_primitive_arrays::<Float64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.0</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">1</span>], |
| ); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_to_indices_primitive_more_nulls_than_limit() { |
| test_sort_to_indices_primitive_arrays::<Int32Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>)], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="macro">vec!</span>[<span class="number">4</span>, <span class="number">6</span>], |
| ); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_boolean() { |
| <span class="comment">// boolean |
| </span>test_sort_to_indices_boolean_arrays( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="bool-val">false</span>), <span class="prelude-val">Some</span>(<span class="bool-val">true</span>), <span class="prelude-val">Some</span>(<span class="bool-val">true</span>), <span class="prelude-val">Some</span>(<span class="bool-val">false</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">5</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">2</span>, <span class="number">3</span>], |
| ); |
| |
| <span class="comment">// boolean, descending |
| </span>test_sort_to_indices_boolean_arrays( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="bool-val">false</span>), <span class="prelude-val">Some</span>(<span class="bool-val">true</span>), <span class="prelude-val">Some</span>(<span class="bool-val">true</span>), <span class="prelude-val">Some</span>(<span class="bool-val">false</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">2</span>, <span class="number">3</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">0</span>, <span class="number">5</span>], |
| ); |
| |
| <span class="comment">// boolean, descending, nulls first |
| </span>test_sort_to_indices_boolean_arrays( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="bool-val">false</span>), <span class="prelude-val">Some</span>(<span class="bool-val">true</span>), <span class="prelude-val">Some</span>(<span class="bool-val">true</span>), <span class="prelude-val">Some</span>(<span class="bool-val">false</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">5</span>, <span class="number">2</span>, <span class="number">3</span>, <span class="number">1</span>, <span class="number">4</span>], |
| ); |
| |
| <span class="comment">// boolean, descending, nulls first, limit |
| </span>test_sort_to_indices_boolean_arrays( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="bool-val">false</span>), <span class="prelude-val">Some</span>(<span class="bool-val">true</span>), <span class="prelude-val">Some</span>(<span class="bool-val">true</span>), <span class="prelude-val">Some</span>(<span class="bool-val">false</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">5</span>, <span class="number">2</span>], |
| ); |
| |
| <span class="comment">// valid values less than limit with extra nulls |
| </span>test_sort_to_indices_boolean_arrays( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="bool-val">true</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="bool-val">false</span>)], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="number">3</span>, <span class="number">0</span>, <span class="number">1</span>], |
| ); |
| |
| test_sort_to_indices_boolean_arrays( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="bool-val">true</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="bool-val">false</span>)], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">2</span>, <span class="number">3</span>], |
| ); |
| |
| <span class="comment">// more nulls than limit |
| </span>test_sort_to_indices_boolean_arrays( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="bool-val">true</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">2</span>], |
| ); |
| |
| test_sort_to_indices_boolean_arrays( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="bool-val">true</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">1</span>], |
| ); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_indices_decimal128() { |
| <span class="comment">// decimal default |
| </span>test_sort_to_indices_decimal128_array( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">6</span>, <span class="number">4</span>, <span class="number">2</span>, <span class="number">3</span>, <span class="number">5</span>, <span class="number">1</span>], |
| ); |
| <span class="comment">// decimal descending |
| </span>test_sort_to_indices_decimal128_array( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">5</span>, <span class="number">3</span>, <span class="number">2</span>, <span class="number">4</span>, <span class="number">0</span>, <span class="number">6</span>], |
| ); |
| <span class="comment">// decimal null_first and descending |
| </span>test_sort_to_indices_decimal128_array( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">6</span>, <span class="number">1</span>, <span class="number">5</span>, <span class="number">3</span>, <span class="number">2</span>, <span class="number">4</span>], |
| ); |
| <span class="comment">// decimal null_first |
| </span>test_sort_to_indices_decimal128_array( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">6</span>, <span class="number">4</span>, <span class="number">2</span>, <span class="number">3</span>, <span class="number">5</span>, <span class="number">1</span>], |
| ); |
| <span class="comment">// limit |
| </span>test_sort_to_indices_decimal128_array( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">6</span>, <span class="number">4</span>], |
| ); |
| <span class="comment">// limit descending |
| </span>test_sort_to_indices_decimal128_array( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">5</span>, <span class="number">3</span>], |
| ); |
| <span class="comment">// limit descending null_first |
| </span>test_sort_to_indices_decimal128_array( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">6</span>, <span class="number">1</span>], |
| ); |
| <span class="comment">// limit null_first |
| </span>test_sort_to_indices_decimal128_array( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">6</span>, <span class="number">4</span>], |
| ); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_indices_decimal256() { |
| <span class="kw">let </span>data = <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(i256::from_i128(<span class="number">5</span>)), |
| <span class="prelude-val">Some</span>(i256::from_i128(<span class="number">2</span>)), |
| <span class="prelude-val">Some</span>(i256::from_i128(<span class="number">3</span>)), |
| <span class="prelude-val">Some</span>(i256::from_i128(<span class="number">1</span>)), |
| <span class="prelude-val">Some</span>(i256::from_i128(<span class="number">4</span>)), |
| <span class="prelude-val">None</span>, |
| ]; |
| |
| <span class="comment">// decimal default |
| </span>test_sort_to_indices_decimal256_array(data.clone(), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">6</span>, <span class="number">4</span>, <span class="number">2</span>, <span class="number">3</span>, <span class="number">5</span>, <span class="number">1</span>]); |
| <span class="comment">// decimal descending |
| </span>test_sort_to_indices_decimal256_array( |
| data.clone(), |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">5</span>, <span class="number">3</span>, <span class="number">2</span>, <span class="number">4</span>, <span class="number">0</span>, <span class="number">6</span>], |
| ); |
| <span class="comment">// decimal null_first and descending |
| </span>test_sort_to_indices_decimal256_array( |
| data.clone(), |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">6</span>, <span class="number">1</span>, <span class="number">5</span>, <span class="number">3</span>, <span class="number">2</span>, <span class="number">4</span>], |
| ); |
| <span class="comment">// decimal null_first |
| </span>test_sort_to_indices_decimal256_array( |
| data.clone(), |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">6</span>, <span class="number">4</span>, <span class="number">2</span>, <span class="number">3</span>, <span class="number">5</span>, <span class="number">1</span>], |
| ); |
| <span class="comment">// limit |
| </span>test_sort_to_indices_decimal256_array(data.clone(), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">6</span>, <span class="number">4</span>]); |
| <span class="comment">// limit descending |
| </span>test_sort_to_indices_decimal256_array( |
| data.clone(), |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">5</span>, <span class="number">3</span>], |
| ); |
| <span class="comment">// limit descending null_first |
| </span>test_sort_to_indices_decimal256_array( |
| data.clone(), |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">6</span>, <span class="number">1</span>], |
| ); |
| <span class="comment">// limit null_first |
| </span>test_sort_to_indices_decimal256_array( |
| data, |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">6</span>, <span class="number">4</span>], |
| ); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_indices_decimal256_max_min() { |
| <span class="kw">let </span>data = <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(i256::MIN), |
| <span class="prelude-val">Some</span>(i256::from_i128(<span class="number">1</span>)), |
| <span class="prelude-val">Some</span>(i256::MAX), |
| <span class="prelude-val">Some</span>(i256::from_i128(-<span class="number">1</span>)), |
| ]; |
| test_sort_to_indices_decimal256_array( |
| data.clone(), |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">2</span>, <span class="number">3</span>], |
| ); |
| |
| test_sort_to_indices_decimal256_array( |
| data.clone(), |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">3</span>, <span class="number">2</span>, <span class="number">4</span>, <span class="number">1</span>], |
| ); |
| |
| test_sort_to_indices_decimal256_array( |
| data.clone(), |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">4</span>), |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">2</span>], |
| ); |
| |
| test_sort_to_indices_decimal256_array( |
| data.clone(), |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">4</span>), |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">3</span>, <span class="number">2</span>, <span class="number">4</span>], |
| ); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_decimal128() { |
| <span class="comment">// decimal default |
| </span>test_sort_decimal128_array( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>)], |
| ); |
| <span class="comment">// decimal descending |
| </span>test_sort_decimal128_array( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| ); |
| <span class="comment">// decimal null_first and descending |
| </span>test_sort_decimal128_array( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>)], |
| ); |
| <span class="comment">// decimal null_first |
| </span>test_sort_decimal128_array( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>)], |
| ); |
| <span class="comment">// limit |
| </span>test_sort_decimal128_array( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">1</span>)], |
| ); |
| <span class="comment">// limit descending |
| </span>test_sort_decimal128_array( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>)], |
| ); |
| <span class="comment">// limit descending null_first |
| </span>test_sort_decimal128_array( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>)], |
| ); |
| <span class="comment">// limit null_first |
| </span>test_sort_decimal128_array( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">1</span>)], |
| ); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_decimal256() { |
| <span class="kw">let </span>data = <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(i256::from_i128(<span class="number">5</span>)), |
| <span class="prelude-val">Some</span>(i256::from_i128(<span class="number">2</span>)), |
| <span class="prelude-val">Some</span>(i256::from_i128(<span class="number">3</span>)), |
| <span class="prelude-val">Some</span>(i256::from_i128(<span class="number">1</span>)), |
| <span class="prelude-val">Some</span>(i256::from_i128(<span class="number">4</span>)), |
| <span class="prelude-val">None</span>, |
| ]; |
| <span class="comment">// decimal default |
| </span>test_sort_decimal256_array( |
| data.clone(), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| [<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>)] |
| .iter() |
| .map(|v| v.map(i256::from_i128)) |
| .collect(), |
| ); |
| <span class="comment">// decimal descending |
| </span>test_sort_decimal256_array( |
| data.clone(), |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| [<span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>] |
| .iter() |
| .map(|v| v.map(i256::from_i128)) |
| .collect(), |
| ); |
| <span class="comment">// decimal null_first and descending |
| </span>test_sort_decimal256_array( |
| data.clone(), |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| [<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>)] |
| .iter() |
| .map(|v| v.map(i256::from_i128)) |
| .collect(), |
| ); |
| <span class="comment">// decimal null_first |
| </span>test_sort_decimal256_array( |
| data.clone(), |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| [<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>)] |
| .iter() |
| .map(|v| v.map(i256::from_i128)) |
| .collect(), |
| ); |
| <span class="comment">// limit |
| </span>test_sort_decimal256_array( |
| data.clone(), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| [<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">1</span>)] |
| .iter() |
| .map(|v| v.map(i256::from_i128)) |
| .collect(), |
| ); |
| <span class="comment">// limit descending |
| </span>test_sort_decimal256_array( |
| data.clone(), |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| [<span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>)] |
| .iter() |
| .map(|v| v.map(i256::from_i128)) |
| .collect(), |
| ); |
| <span class="comment">// limit descending null_first |
| </span>test_sort_decimal256_array( |
| data.clone(), |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| [<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>)] |
| .iter() |
| .map(|v| v.map(i256::from_i128)) |
| .collect(), |
| ); |
| <span class="comment">// limit null_first |
| </span>test_sort_decimal256_array( |
| data, |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| [<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">1</span>)] |
| .iter() |
| .map(|v| v.map(i256::from_i128)) |
| .collect(), |
| ); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_decimal256_max_min() { |
| test_sort_decimal256_array( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(i256::MIN), |
| <span class="prelude-val">Some</span>(i256::from_i128(<span class="number">1</span>)), |
| <span class="prelude-val">Some</span>(i256::MAX), |
| <span class="prelude-val">Some</span>(i256::from_i128(-<span class="number">1</span>)), |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(i256::MIN), |
| <span class="prelude-val">Some</span>(i256::from_i128(-<span class="number">1</span>)), |
| <span class="prelude-val">Some</span>(i256::from_i128(<span class="number">1</span>)), |
| <span class="prelude-val">Some</span>(i256::MAX), |
| ], |
| ); |
| |
| test_sort_decimal256_array( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(i256::MIN), |
| <span class="prelude-val">Some</span>(i256::from_i128(<span class="number">1</span>)), |
| <span class="prelude-val">Some</span>(i256::MAX), |
| <span class="prelude-val">Some</span>(i256::from_i128(-<span class="number">1</span>)), |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(i256::MAX), |
| <span class="prelude-val">Some</span>(i256::from_i128(<span class="number">1</span>)), |
| <span class="prelude-val">Some</span>(i256::from_i128(-<span class="number">1</span>)), |
| <span class="prelude-val">Some</span>(i256::MIN), |
| ], |
| ); |
| |
| test_sort_decimal256_array( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(i256::MIN), |
| <span class="prelude-val">Some</span>(i256::from_i128(<span class="number">1</span>)), |
| <span class="prelude-val">Some</span>(i256::MAX), |
| <span class="prelude-val">Some</span>(i256::from_i128(-<span class="number">1</span>)), |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">4</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(i256::MIN), <span class="prelude-val">Some</span>(i256::from_i128(-<span class="number">1</span>))], |
| ); |
| |
| test_sort_decimal256_array( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(i256::MIN), |
| <span class="prelude-val">Some</span>(i256::from_i128(<span class="number">1</span>)), |
| <span class="prelude-val">Some</span>(i256::MAX), |
| <span class="prelude-val">Some</span>(i256::from_i128(-<span class="number">1</span>)), |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">4</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(i256::MAX), <span class="prelude-val">Some</span>(i256::from_i128(<span class="number">1</span>))], |
| ); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_primitives() { |
| <span class="comment">// default case |
| </span>test_sort_primitive_arrays::<UInt8Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>)], |
| ); |
| test_sort_primitive_arrays::<UInt16Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>)], |
| ); |
| test_sort_primitive_arrays::<UInt32Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>)], |
| ); |
| test_sort_primitive_arrays::<UInt64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>)], |
| ); |
| |
| <span class="comment">// descending |
| </span>test_sort_primitive_arrays::<Int8Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| ); |
| test_sort_primitive_arrays::<Int16Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| ); |
| test_sort_primitive_arrays::<Int32Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| ); |
| test_sort_primitive_arrays::<Int16Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| ); |
| |
| <span class="comment">// descending, nulls first |
| </span>test_sort_primitive_arrays::<Int8Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>)], |
| ); |
| test_sort_primitive_arrays::<Int16Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>)], |
| ); |
| test_sort_primitive_arrays::<Int32Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>)], |
| ); |
| test_sort_primitive_arrays::<Int64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>)], |
| ); |
| |
| test_sort_primitive_arrays::<Int64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>)], |
| ); |
| |
| test_sort_primitive_arrays::<Float16Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">0.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">2.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(-<span class="number">1.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">0.0</span>)), |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">2.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">0.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">0.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(-<span class="number">1.0</span>)), |
| ], |
| ); |
| |
| test_sort_primitive_arrays::<Float32Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0.0</span>), <span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">Some</span>(-<span class="number">1.0</span>), <span class="prelude-val">Some</span>(<span class="number">0.0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">Some</span>(<span class="number">0.0</span>), <span class="prelude-val">Some</span>(<span class="number">0.0</span>), <span class="prelude-val">Some</span>(-<span class="number">1.0</span>)], |
| ); |
| test_sort_primitive_arrays::<Float64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0.0</span>), <span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">Some</span>(-<span class="number">1.0</span>), <span class="prelude-val">Some</span>(f64::NAN), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(f64::NAN), <span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">Some</span>(<span class="number">0.0</span>), <span class="prelude-val">Some</span>(-<span class="number">1.0</span>)], |
| ); |
| test_sort_primitive_arrays::<Float64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(f64::NAN), <span class="prelude-val">Some</span>(f64::NAN), <span class="prelude-val">Some</span>(f64::NAN), <span class="prelude-val">Some</span>(<span class="number">1.0</span>)], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(f64::NAN), <span class="prelude-val">Some</span>(f64::NAN), <span class="prelude-val">Some</span>(f64::NAN), <span class="prelude-val">Some</span>(<span class="number">1.0</span>)], |
| ); |
| |
| <span class="comment">// int8 nulls first |
| </span>test_sort_primitive_arrays::<Int8Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>)], |
| ); |
| test_sort_primitive_arrays::<Int16Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>)], |
| ); |
| test_sort_primitive_arrays::<Int32Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>)], |
| ); |
| test_sort_primitive_arrays::<Int64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(-<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>)], |
| ); |
| test_sort_primitive_arrays::<Float16Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">0.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">2.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(-<span class="number">1.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">0.0</span>)), |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(f16::from_f32(-<span class="number">1.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">0.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">0.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">2.0</span>)), |
| ], |
| ); |
| test_sort_primitive_arrays::<Float32Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0.0</span>), <span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">Some</span>(-<span class="number">1.0</span>), <span class="prelude-val">Some</span>(<span class="number">0.0</span>), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(-<span class="number">1.0</span>), <span class="prelude-val">Some</span>(<span class="number">0.0</span>), <span class="prelude-val">Some</span>(<span class="number">0.0</span>), <span class="prelude-val">Some</span>(<span class="number">2.0</span>)], |
| ); |
| test_sort_primitive_arrays::<Float64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">0.0</span>), <span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">Some</span>(-<span class="number">1.0</span>), <span class="prelude-val">Some</span>(f64::NAN), <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(-<span class="number">1.0</span>), <span class="prelude-val">Some</span>(<span class="number">0.0</span>), <span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">Some</span>(f64::NAN)], |
| ); |
| test_sort_primitive_arrays::<Float64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(f64::NAN), <span class="prelude-val">Some</span>(f64::NAN), <span class="prelude-val">Some</span>(f64::NAN), <span class="prelude-val">Some</span>(<span class="number">1.0</span>)], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.0</span>), <span class="prelude-val">Some</span>(f64::NAN), <span class="prelude-val">Some</span>(f64::NAN), <span class="prelude-val">Some</span>(f64::NAN)], |
| ); |
| |
| <span class="comment">// limit |
| </span>test_sort_primitive_arrays::<Float64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(f64::NAN), <span class="prelude-val">Some</span>(f64::NAN), <span class="prelude-val">Some</span>(f64::NAN), <span class="prelude-val">Some</span>(<span class="number">1.0</span>)], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.0</span>), <span class="prelude-val">Some</span>(f64::NAN)], |
| ); |
| |
| <span class="comment">// limit with actual value |
| </span>test_sort_primitive_arrays::<Float64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">Some</span>(<span class="number">4.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">1.0</span>)], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.0</span>), <span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>)], |
| ); |
| |
| <span class="comment">// valid values less than limit with extra nulls |
| </span>test_sort_primitive_arrays::<Float64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">1.0</span>)], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.0</span>), <span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">None</span>], |
| ); |
| |
| test_sort_primitive_arrays::<Float64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">1.0</span>)], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">1.0</span>)], |
| ); |
| |
| <span class="comment">// more nulls than limit |
| </span>test_sort_primitive_arrays::<Float64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| ); |
| |
| test_sort_primitive_arrays::<Float64Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">None</span>], |
| ); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_to_indices_strings() { |
| test_sort_to_indices_string_arrays( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| ], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">3</span>, <span class="number">5</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">2</span>], |
| ); |
| |
| test_sort_to_indices_string_arrays( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">2</span>, <span class="number">4</span>, <span class="number">1</span>, <span class="number">5</span>, <span class="number">0</span>, <span class="number">3</span>], |
| ); |
| |
| test_sort_to_indices_string_arrays( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">3</span>, <span class="number">5</span>, <span class="number">1</span>, <span class="number">4</span>, <span class="number">2</span>], |
| ); |
| |
| test_sort_to_indices_string_arrays( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">3</span>, <span class="number">2</span>, <span class="number">4</span>, <span class="number">1</span>, <span class="number">5</span>], |
| ); |
| |
| test_sort_to_indices_string_arrays( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">3</span>, <span class="number">2</span>], |
| ); |
| |
| <span class="comment">// valid values less than limit with extra nulls |
| </span>test_sort_to_indices_string_arrays( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="string">"def"</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="string">"abc"</span>)], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="number">3</span>, <span class="number">0</span>, <span class="number">1</span>], |
| ); |
| |
| test_sort_to_indices_string_arrays( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="string">"def"</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="string">"abc"</span>)], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">2</span>, <span class="number">3</span>], |
| ); |
| |
| <span class="comment">// more nulls than limit |
| </span>test_sort_to_indices_string_arrays( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="string">"def"</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">2</span>], |
| ); |
| |
| test_sort_to_indices_string_arrays( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="string">"def"</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">1</span>], |
| ); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_strings() { |
| test_sort_string_arrays( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| ], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| ], |
| ); |
| |
| test_sort_string_arrays( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| ], |
| ); |
| |
| test_sort_string_arrays( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| ], |
| ); |
| |
| test_sort_string_arrays( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| ], |
| ); |
| |
| test_sort_string_arrays( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="string">"sad"</span>)], |
| ); |
| |
| <span class="comment">// valid values less than limit with extra nulls |
| </span>test_sort_string_arrays( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="string">"def"</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="string">"abc"</span>)], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="string">"abc"</span>), <span class="prelude-val">Some</span>(<span class="string">"def"</span>), <span class="prelude-val">None</span>], |
| ); |
| |
| test_sort_string_arrays( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="string">"def"</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="string">"abc"</span>)], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="string">"abc"</span>)], |
| ); |
| |
| <span class="comment">// more nulls than limit |
| </span>test_sort_string_arrays( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="string">"def"</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| ); |
| |
| test_sort_string_arrays( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="string">"def"</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="string">"def"</span>), <span class="prelude-val">None</span>], |
| ); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_run_to_run() { |
| test_sort_run_inner(|array, sort_options, limit| sort_run(array, sort_options, limit)); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_run_to_indices() { |
| test_sort_run_inner(|array, sort_options, limit| { |
| <span class="kw">let </span>indices = sort_to_indices(array, sort_options, limit).unwrap(); |
| take(array, <span class="kw-2">&</span>indices, <span class="prelude-val">None</span>) |
| }); |
| } |
| |
| <span class="kw">fn </span>test_sort_run_inner<F>(sort_fn: F) |
| <span class="kw">where |
| </span>F: Fn(<span class="kw-2">&</span><span class="kw">dyn </span>Array, <span class="prelude-ty">Option</span><SortOptions>, <span class="prelude-ty">Option</span><usize>) -> <span class="prelude-ty">Result</span><ArrayRef, ArrowError>, |
| { |
| <span class="comment">// Create an input array for testing |
| </span><span class="kw">let </span>total_len = <span class="number">80</span>; |
| <span class="kw">let </span>vals: Vec<<span class="prelude-ty">Option</span><i32>> = <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>)]; |
| <span class="kw">let </span>repeats: Vec<usize> = <span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">3</span>, <span class="number">2</span>, <span class="number">4</span>]; |
| <span class="kw">let </span><span class="kw-2">mut </span>input_array: Vec<<span class="prelude-ty">Option</span><i32>> = Vec::with_capacity(total_len); |
| <span class="kw">for </span>ix <span class="kw">in </span><span class="number">0_usize</span>..<span class="number">32 </span>{ |
| <span class="kw">let </span>repeat: usize = repeats[ix % repeats.len()]; |
| <span class="kw">let </span>val: <span class="prelude-ty">Option</span><i32> = vals[ix % vals.len()]; |
| input_array.resize(input_array.len() + repeat, val); |
| } |
| |
| <span class="comment">// create run array using input_array |
| // Encode the input_array to run array |
| </span><span class="kw">let </span><span class="kw-2">mut </span>builder = |
| PrimitiveRunBuilder::<Int16Type, Int32Type>::with_capacity(input_array.len()); |
| builder.extend(input_array.iter().copied()); |
| <span class="kw">let </span>run_array = builder.finish(); |
| |
| <span class="comment">// slice lengths that are tested |
| </span><span class="kw">let </span>slice_lens = [ |
| <span class="number">1</span>, <span class="number">2</span>, <span class="number">3</span>, <span class="number">4</span>, <span class="number">5</span>, <span class="number">6</span>, <span class="number">7</span>, <span class="number">37</span>, <span class="number">38</span>, <span class="number">39</span>, <span class="number">40</span>, <span class="number">41</span>, <span class="number">42</span>, <span class="number">43</span>, <span class="number">74</span>, <span class="number">75</span>, <span class="number">76</span>, <span class="number">77</span>, <span class="number">78</span>, <span class="number">79</span>, <span class="number">80</span>, |
| ]; |
| <span class="kw">for </span>slice_len <span class="kw">in </span>slice_lens { |
| test_sort_run_inner2( |
| input_array.as_slice(), |
| <span class="kw-2">&</span>run_array, |
| <span class="number">0</span>, |
| slice_len, |
| <span class="prelude-val">None</span>, |
| <span class="kw-2">&</span>sort_fn, |
| ); |
| test_sort_run_inner2( |
| input_array.as_slice(), |
| <span class="kw-2">&</span>run_array, |
| total_len - slice_len, |
| slice_len, |
| <span class="prelude-val">None</span>, |
| <span class="kw-2">&</span>sort_fn, |
| ); |
| <span class="comment">// Test with non zero limit |
| </span><span class="kw">if </span>slice_len > <span class="number">1 </span>{ |
| test_sort_run_inner2( |
| input_array.as_slice(), |
| <span class="kw-2">&</span>run_array, |
| <span class="number">0</span>, |
| slice_len, |
| <span class="prelude-val">Some</span>(slice_len / <span class="number">2</span>), |
| <span class="kw-2">&</span>sort_fn, |
| ); |
| test_sort_run_inner2( |
| input_array.as_slice(), |
| <span class="kw-2">&</span>run_array, |
| total_len - slice_len, |
| slice_len, |
| <span class="prelude-val">Some</span>(slice_len / <span class="number">2</span>), |
| <span class="kw-2">&</span>sort_fn, |
| ); |
| } |
| } |
| } |
| |
| <span class="kw">fn </span>test_sort_run_inner2<F>( |
| input_array: <span class="kw-2">&</span>[<span class="prelude-ty">Option</span><i32>], |
| run_array: <span class="kw-2">&</span>RunArray<Int16Type>, |
| offset: usize, |
| length: usize, |
| limit: <span class="prelude-ty">Option</span><usize>, |
| sort_fn: <span class="kw-2">&</span>F, |
| ) <span class="kw">where |
| </span>F: Fn(<span class="kw-2">&</span><span class="kw">dyn </span>Array, <span class="prelude-ty">Option</span><SortOptions>, <span class="prelude-ty">Option</span><usize>) -> <span class="prelude-ty">Result</span><ArrayRef, ArrowError>, |
| { |
| <span class="comment">// Run the sort and build actual result |
| </span><span class="kw">let </span>sliced_array = run_array.slice(offset, length); |
| <span class="kw">let </span>sorted_sliced_array = sort_fn(<span class="kw-2">&</span>sliced_array, <span class="prelude-val">None</span>, limit).unwrap(); |
| <span class="kw">let </span>sorted_run_array = sorted_sliced_array |
| .as_any() |
| .downcast_ref::<RunArray<Int16Type>>() |
| .unwrap(); |
| <span class="kw">let </span>typed_run_array = sorted_run_array |
| .downcast::<PrimitiveArray<Int32Type>>() |
| .unwrap(); |
| <span class="kw">let </span>actual: Vec<<span class="prelude-ty">Option</span><i32>> = typed_run_array.into_iter().collect(); |
| |
| <span class="comment">// build expected result. |
| </span><span class="kw">let </span><span class="kw-2">mut </span>sliced_input = input_array[offset..(offset + length)].to_owned(); |
| sliced_input.sort(); |
| <span class="kw">let </span>expected = <span class="kw">if let </span><span class="prelude-val">Some</span>(limit) = limit { |
| sliced_input.iter().take(limit).copied().collect() |
| } <span class="kw">else </span>{ |
| sliced_input |
| }; |
| |
| <span class="macro">assert_eq!</span>(expected, actual) |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_string_dicts() { |
| test_sort_string_dict_arrays::<Int8Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| ], |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| ], |
| ); |
| |
| test_sort_string_dict_arrays::<Int16Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| ], |
| ); |
| |
| test_sort_string_dict_arrays::<Int32Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| ], |
| ); |
| |
| test_sort_string_dict_arrays::<Int16Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| ], |
| ); |
| |
| test_sort_string_dict_arrays::<Int16Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"bad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"sad"</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"glad"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"-ad"</span>), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="string">"sad"</span>)], |
| ); |
| |
| <span class="comment">// valid values less than limit with extra nulls |
| </span>test_sort_string_dict_arrays::<Int16Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="string">"def"</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="string">"abc"</span>)], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="string">"abc"</span>), <span class="prelude-val">Some</span>(<span class="string">"def"</span>), <span class="prelude-val">None</span>], |
| ); |
| |
| test_sort_string_dict_arrays::<Int16Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="string">"def"</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="string">"abc"</span>)], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="string">"abc"</span>)], |
| ); |
| |
| <span class="comment">// more nulls than limit |
| </span>test_sort_string_dict_arrays::<Int16Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="string">"def"</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| ); |
| |
| test_sort_string_dict_arrays::<Int16Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="string">"def"</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="string">"def"</span>), <span class="prelude-val">None</span>], |
| ); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_list() { |
| test_sort_list_arrays::<Int8Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">4</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">3</span>)]), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">3</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">4</span>)]), |
| ], |
| <span class="prelude-val">Some</span>(<span class="number">1</span>), |
| ); |
| |
| test_sort_list_arrays::<Float16Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(f16::from_f32(<span class="number">1.0</span>)), <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">0.0</span>))]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">4.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">3.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">2.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">1.0</span>)), |
| ]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">2.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">3.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">4.0</span>)), |
| ]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">3.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">3.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">3.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">3.0</span>)), |
| ]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(f16::from_f32(<span class="number">1.0</span>)), <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">1.0</span>))]), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(f16::from_f32(<span class="number">1.0</span>)), <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">0.0</span>))]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(f16::from_f32(<span class="number">1.0</span>)), <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">1.0</span>))]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">2.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">3.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">4.0</span>)), |
| ]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">3.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">3.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">3.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">3.0</span>)), |
| ]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">4.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">3.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">2.0</span>)), |
| <span class="prelude-val">Some</span>(f16::from_f32(<span class="number">1.0</span>)), |
| ]), |
| ], |
| <span class="prelude-val">None</span>, |
| ); |
| |
| test_sort_list_arrays::<Float32Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.0</span>), <span class="prelude-val">Some</span>(<span class="number">0.0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">4.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">Some</span>(<span class="number">1.0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">4.0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.0</span>), <span class="prelude-val">Some</span>(<span class="number">1.0</span>)]), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.0</span>), <span class="prelude-val">Some</span>(<span class="number">0.0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.0</span>), <span class="prelude-val">Some</span>(<span class="number">1.0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">4.0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">4.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">Some</span>(<span class="number">1.0</span>)]), |
| ], |
| <span class="prelude-val">None</span>, |
| ); |
| |
| test_sort_list_arrays::<Float64Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.0</span>), <span class="prelude-val">Some</span>(<span class="number">0.0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">4.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">Some</span>(<span class="number">1.0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">4.0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.0</span>), <span class="prelude-val">Some</span>(<span class="number">1.0</span>)]), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.0</span>), <span class="prelude-val">Some</span>(<span class="number">0.0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.0</span>), <span class="prelude-val">Some</span>(<span class="number">1.0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">4.0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">4.0</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">2.0</span>), <span class="prelude-val">Some</span>(<span class="number">1.0</span>)]), |
| ], |
| <span class="prelude-val">None</span>, |
| ); |
| |
| test_sort_list_arrays::<Int32Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>)]), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>)]), |
| ], |
| <span class="prelude-val">None</span>, |
| ); |
| |
| test_sort_list_arrays::<Int32Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>)]), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">None</span>]), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">None</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>)]), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| ); |
| |
| test_sort_list_arrays::<Int32Type>( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">4</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">4</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>)]), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>)]), <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>)])], |
| <span class="prelude-val">None</span>, |
| ); |
| |
| <span class="comment">// valid values less than limit with extra nulls |
| </span>test_sort_list_arrays::<Int32Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>)]), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>)])], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>)]), <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>)]), <span class="prelude-val">None</span>], |
| <span class="prelude-val">None</span>, |
| ); |
| |
| test_sort_list_arrays::<Int32Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>)]), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>)])], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>)])], |
| <span class="prelude-val">None</span>, |
| ); |
| |
| <span class="comment">// more nulls than limit |
| </span>test_sort_list_arrays::<Int32Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>)]), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| <span class="prelude-val">None</span>, |
| ); |
| |
| test_sort_list_arrays::<Int32Type>( |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>)]), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>)]), <span class="prelude-val">None</span>], |
| <span class="prelude-val">None</span>, |
| ); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_binary() { |
| test_sort_binary_arrays( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">0</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">5</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">3</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">7</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">1</span>]), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">0</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">1</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">3</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">5</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">7</span>]), |
| ], |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| ); |
| |
| <span class="comment">// with nulls |
| </span>test_sort_binary_arrays( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">0</span>]), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">3</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">7</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">1</span>]), |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">0</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">1</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">3</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">7</span>]), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| ); |
| |
| test_sort_binary_arrays( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">3</span>, <span class="number">5</span>, <span class="number">7</span>]), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">7</span>, <span class="number">1</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">2</span>, <span class="number">7</span>, <span class="number">3</span>]), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">4</span>, <span class="number">3</span>]), |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">4</span>, <span class="number">3</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">7</span>, <span class="number">1</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">2</span>, <span class="number">7</span>, <span class="number">3</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">3</span>, <span class="number">5</span>, <span class="number">7</span>]), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| ); |
| |
| <span class="comment">// descending |
| </span>test_sort_binary_arrays( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">0</span>]), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">3</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">7</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">1</span>]), |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">7</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">3</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">1</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">0</span>]), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| ); |
| |
| <span class="comment">// nulls first |
| </span>test_sort_binary_arrays( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">0</span>]), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">3</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">7</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">1</span>]), |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">0</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">1</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">3</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">7</span>]), |
| ], |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| ); |
| |
| <span class="comment">// limit |
| </span>test_sort_binary_arrays( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">0</span>]), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">3</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">7</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">1</span>]), |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">4</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">0</span>]), <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">0</span>, <span class="number">1</span>])], |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| ); |
| |
| <span class="comment">// var length |
| </span>test_sort_binary_arrays( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="string">b"Hello"</span>.to_vec()), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">b"from"</span>.to_vec()), |
| <span class="prelude-val">Some</span>(<span class="string">b"Apache"</span>.to_vec()), |
| <span class="prelude-val">Some</span>(<span class="string">b"Arrow-rs"</span>.to_vec()), |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="string">b"Apache"</span>.to_vec()), |
| <span class="prelude-val">Some</span>(<span class="string">b"Arrow-rs"</span>.to_vec()), |
| <span class="prelude-val">Some</span>(<span class="string">b"Hello"</span>.to_vec()), |
| <span class="prelude-val">Some</span>(<span class="string">b"from"</span>.to_vec()), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">None</span>, |
| ); |
| |
| <span class="comment">// limit |
| </span>test_sort_binary_arrays( |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="string">b"Hello"</span>.to_vec()), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">b"from"</span>.to_vec()), |
| <span class="prelude-val">Some</span>(<span class="string">b"Apache"</span>.to_vec()), |
| <span class="prelude-val">Some</span>(<span class="string">b"Arrow-rs"</span>.to_vec()), |
| <span class="prelude-val">None</span>, |
| ], |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">4</span>), |
| <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">b"Apache"</span>.to_vec()), |
| <span class="prelude-val">Some</span>(<span class="string">b"Arrow-rs"</span>.to_vec()), |
| ], |
| <span class="prelude-val">None</span>, |
| ); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_lex_sort_single_column() { |
| <span class="kw">let </span>input = <span class="macro">vec!</span>[SortColumn { |
| values: Arc::new(PrimitiveArray::<Int64Type>::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="number">17</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">1</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| ])) <span class="kw">as </span>ArrayRef, |
| options: <span class="prelude-val">None</span>, |
| }]; |
| <span class="kw">let </span>expected = <span class="macro">vec!</span>[Arc::new(PrimitiveArray::<Int64Type>::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(-<span class="number">1</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">17</span>), |
| ])) <span class="kw">as </span>ArrayRef]; |
| test_lex_sort_arrays(input.clone(), expected.clone(), <span class="prelude-val">None</span>); |
| test_lex_sort_arrays(input.clone(), slice_arrays(expected, <span class="number">0</span>, <span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>)); |
| |
| <span class="comment">// Explicitly test a limit on the sort as a demonstration |
| </span><span class="kw">let </span>expected = <span class="macro">vec!</span>[Arc::new(PrimitiveArray::<Int64Type>::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(-<span class="number">1</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| ])) <span class="kw">as </span>ArrayRef]; |
| test_lex_sort_arrays(input, expected, <span class="prelude-val">Some</span>(<span class="number">3</span>)); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_lex_sort_unaligned_rows() { |
| <span class="kw">let </span>input = <span class="macro">vec!</span>[ |
| SortColumn { |
| values: Arc::new(PrimitiveArray::<Int64Type>::from(<span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(-<span class="number">1</span>)])) |
| <span class="kw">as </span>ArrayRef, |
| options: <span class="prelude-val">None</span>, |
| }, |
| SortColumn { |
| values: Arc::new(StringArray::from(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="string">"foo"</span>)])) <span class="kw">as </span>ArrayRef, |
| options: <span class="prelude-val">None</span>, |
| }, |
| ]; |
| <span class="macro">assert!</span>( |
| lexsort(<span class="kw-2">&</span>input, <span class="prelude-val">None</span>).is_err(), |
| <span class="string">"lexsort should reject columns with different row counts" |
| </span>); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_lex_sort_mixed_types() { |
| <span class="kw">let </span>input = <span class="macro">vec!</span>[ |
| SortColumn { |
| values: Arc::new(PrimitiveArray::<Int64Type>::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">1</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| ])) <span class="kw">as </span>ArrayRef, |
| options: <span class="prelude-val">None</span>, |
| }, |
| SortColumn { |
| values: Arc::new(PrimitiveArray::<UInt32Type>::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="number">101</span>), |
| <span class="prelude-val">Some</span>(<span class="number">8</span>), |
| <span class="prelude-val">Some</span>(<span class="number">7</span>), |
| <span class="prelude-val">Some</span>(<span class="number">102</span>), |
| ])) <span class="kw">as </span>ArrayRef, |
| options: <span class="prelude-val">None</span>, |
| }, |
| SortColumn { |
| values: Arc::new(PrimitiveArray::<Int64Type>::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(-<span class="number">1</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">3</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">4</span>), |
| ])) <span class="kw">as </span>ArrayRef, |
| options: <span class="prelude-val">None</span>, |
| }, |
| ]; |
| <span class="kw">let </span>expected = <span class="macro">vec!</span>[ |
| Arc::new(PrimitiveArray::<Int64Type>::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(-<span class="number">1</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| ])) <span class="kw">as </span>ArrayRef, |
| Arc::new(PrimitiveArray::<UInt32Type>::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="number">7</span>), |
| <span class="prelude-val">Some</span>(<span class="number">101</span>), |
| <span class="prelude-val">Some</span>(<span class="number">102</span>), |
| <span class="prelude-val">Some</span>(<span class="number">8</span>), |
| ])) <span class="kw">as </span>ArrayRef, |
| Arc::new(PrimitiveArray::<Int64Type>::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(-<span class="number">3</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">1</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">4</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">2</span>), |
| ])) <span class="kw">as </span>ArrayRef, |
| ]; |
| test_lex_sort_arrays(input.clone(), expected.clone(), <span class="prelude-val">None</span>); |
| test_lex_sort_arrays(input, slice_arrays(expected, <span class="number">0</span>, <span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>)); |
| |
| <span class="comment">// test mix of string and in64 with option |
| </span><span class="kw">let </span>input = <span class="macro">vec!</span>[ |
| SortColumn { |
| values: Arc::new(PrimitiveArray::<Int64Type>::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">1</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| ])) <span class="kw">as </span>ArrayRef, |
| options: <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| }, |
| SortColumn { |
| values: Arc::new(StringArray::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="string">"foo"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"9"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"7"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"bar"</span>), |
| ])) <span class="kw">as </span>ArrayRef, |
| options: <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| }, |
| ]; |
| <span class="kw">let </span>expected = <span class="macro">vec!</span>[ |
| Arc::new(PrimitiveArray::<Int64Type>::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">1</span>), |
| ])) <span class="kw">as </span>ArrayRef, |
| Arc::new(StringArray::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="string">"9"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"foo"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"bar"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"7"</span>), |
| ])) <span class="kw">as </span>ArrayRef, |
| ]; |
| test_lex_sort_arrays(input.clone(), expected.clone(), <span class="prelude-val">None</span>); |
| test_lex_sort_arrays(input, slice_arrays(expected, <span class="number">0</span>, <span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>)); |
| |
| <span class="comment">// test sort with nulls first |
| </span><span class="kw">let </span>input = <span class="macro">vec!</span>[ |
| SortColumn { |
| values: Arc::new(PrimitiveArray::<Int64Type>::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(-<span class="number">1</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">None</span>, |
| ])) <span class="kw">as </span>ArrayRef, |
| options: <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| }, |
| SortColumn { |
| values: Arc::new(StringArray::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="string">"foo"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"world"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"hello"</span>), |
| <span class="prelude-val">None</span>, |
| ])) <span class="kw">as </span>ArrayRef, |
| options: <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| }, |
| ]; |
| <span class="kw">let </span>expected = <span class="macro">vec!</span>[ |
| Arc::new(PrimitiveArray::<Int64Type>::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">1</span>), |
| ])) <span class="kw">as </span>ArrayRef, |
| Arc::new(StringArray::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"foo"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"hello"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"world"</span>), |
| ])) <span class="kw">as </span>ArrayRef, |
| ]; |
| test_lex_sort_arrays(input.clone(), expected.clone(), <span class="prelude-val">None</span>); |
| test_lex_sort_arrays(input, slice_arrays(expected, <span class="number">0</span>, <span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>)); |
| |
| <span class="comment">// test sort with nulls last |
| </span><span class="kw">let </span>input = <span class="macro">vec!</span>[ |
| SortColumn { |
| values: Arc::new(PrimitiveArray::<Int64Type>::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(-<span class="number">1</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">None</span>, |
| ])) <span class="kw">as </span>ArrayRef, |
| options: <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| }, |
| SortColumn { |
| values: Arc::new(StringArray::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="string">"foo"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"world"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"hello"</span>), |
| <span class="prelude-val">None</span>, |
| ])) <span class="kw">as </span>ArrayRef, |
| options: <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| }, |
| ]; |
| <span class="kw">let </span>expected = <span class="macro">vec!</span>[ |
| Arc::new(PrimitiveArray::<Int64Type>::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">1</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| ])) <span class="kw">as </span>ArrayRef, |
| Arc::new(StringArray::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="string">"hello"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"world"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"foo"</span>), |
| <span class="prelude-val">None</span>, |
| ])) <span class="kw">as </span>ArrayRef, |
| ]; |
| test_lex_sort_arrays(input.clone(), expected.clone(), <span class="prelude-val">None</span>); |
| test_lex_sort_arrays(input, slice_arrays(expected, <span class="number">0</span>, <span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">2</span>)); |
| |
| <span class="comment">// test sort with opposite options |
| </span><span class="kw">let </span>input = <span class="macro">vec!</span>[ |
| SortColumn { |
| values: Arc::new(PrimitiveArray::<Int64Type>::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(-<span class="number">1</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">1</span>), |
| <span class="prelude-val">None</span>, |
| ])) <span class="kw">as </span>ArrayRef, |
| options: <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| }, |
| SortColumn { |
| values: Arc::new(StringArray::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="string">"foo"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"bar"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"world"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"hello"</span>), |
| <span class="prelude-val">None</span>, |
| ])) <span class="kw">as </span>ArrayRef, |
| options: <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| }, |
| ]; |
| <span class="kw">let </span>expected = <span class="macro">vec!</span>[ |
| Arc::new(PrimitiveArray::<Int64Type>::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(-<span class="number">1</span>), |
| <span class="prelude-val">Some</span>(-<span class="number">1</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| ])) <span class="kw">as </span>ArrayRef, |
| Arc::new(StringArray::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="string">"hello"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"bar"</span>), |
| <span class="prelude-val">Some</span>(<span class="string">"world"</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="string">"foo"</span>), |
| ])) <span class="kw">as </span>ArrayRef, |
| ]; |
| test_lex_sort_arrays(input.clone(), expected.clone(), <span class="prelude-val">None</span>); |
| test_lex_sort_arrays(input.clone(), slice_arrays(expected.clone(), <span class="number">0</span>, <span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>)); |
| |
| <span class="comment">// Limiting by more rows than present is ok |
| </span>test_lex_sort_arrays(input, slice_arrays(expected, <span class="number">0</span>, <span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">10</span>)); |
| |
| <span class="comment">// test with FixedSizeListArray, arrays order: [UInt32, FixedSizeList(UInt32, 1)] |
| |
| // case1 |
| </span><span class="kw">let </span>primitive_array_data = <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">1</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| ]; |
| <span class="kw">let </span>list_array_data = <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">4</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">3</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">5</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">None</span>]), |
| ]; |
| |
| <span class="kw">let </span>expected_primitive_array_data = <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| <span class="prelude-val">Some</span>(<span class="number">1</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| ]; |
| <span class="kw">let </span>expected_list_array_data = <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">5</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>)]), |
| <span class="prelude-val">None</span>, <span class="comment">// <- |
| </span><span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">None</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">3</span>)]), <span class="comment">// <- |
| </span><span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">4</span>)]), |
| ]; |
| test_lex_sort_mixed_types_with_fixed_size_list::<Int32Type>( |
| primitive_array_data.clone(), |
| list_array_data.clone(), |
| expected_primitive_array_data.clone(), |
| expected_list_array_data, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| ); |
| |
| <span class="comment">// case2 |
| </span><span class="kw">let </span>primitive_array_options = SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }; |
| <span class="kw">let </span>list_array_options = SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, <span class="comment">// has been modified |
| </span>}; |
| <span class="kw">let </span>expected_list_array_data = <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">5</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">0</span>)]), <span class="comment">// <- |
| </span><span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">3</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">None</span>]), |
| <span class="prelude-val">None</span>, <span class="comment">// <- |
| </span><span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">4</span>)]), |
| ]; |
| test_lex_sort_mixed_types_with_fixed_size_list::<Int32Type>( |
| primitive_array_data.clone(), |
| list_array_data.clone(), |
| expected_primitive_array_data.clone(), |
| expected_list_array_data, |
| <span class="prelude-val">Some</span>(primitive_array_options), |
| <span class="prelude-val">Some</span>(list_array_options), |
| ); |
| |
| <span class="comment">// case3 |
| </span><span class="kw">let </span>primitive_array_options = SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }; |
| <span class="kw">let </span>list_array_options = SortOptions { |
| descending: <span class="bool-val">true</span>, <span class="comment">// has been modified |
| </span>nulls_first: <span class="bool-val">true</span>, |
| }; |
| <span class="kw">let </span>expected_list_array_data = <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">5</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>)]), |
| <span class="prelude-val">None</span>, <span class="comment">// <- |
| </span><span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">None</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">3</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">0</span>)]), <span class="comment">// <- |
| </span><span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">4</span>)]), |
| ]; |
| test_lex_sort_mixed_types_with_fixed_size_list::<Int32Type>( |
| primitive_array_data.clone(), |
| list_array_data.clone(), |
| expected_primitive_array_data, |
| expected_list_array_data, |
| <span class="prelude-val">Some</span>(primitive_array_options), |
| <span class="prelude-val">Some</span>(list_array_options), |
| ); |
| |
| <span class="comment">// test with ListArray/LargeListArray, arrays order: [List<UInt32>/LargeList<UInt32>, UInt32] |
| |
| </span><span class="kw">let </span>list_array_data = <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>)]), <span class="comment">// 0 |
| </span><span class="prelude-val">None</span>, <span class="comment">// 10 |
| </span><span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">3</span>)]), <span class="comment">// 1 |
| </span><span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>)]), <span class="comment">// 2 |
| </span><span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>)]), <span class="comment">// 3 |
| </span><span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">0</span>)]), <span class="comment">// none |
| </span><span class="prelude-val">None</span>, <span class="comment">// 11 |
| </span><span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">None</span>]), <span class="comment">// 4 |
| </span><span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">None</span>]), <span class="comment">// 5 |
| </span><span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>)]), <span class="comment">// 6 |
| </span>]; |
| <span class="kw">let </span>primitive_array_data = <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| <span class="prelude-val">Some</span>(<span class="number">10</span>), |
| <span class="prelude-val">Some</span>(<span class="number">1</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">11</span>), |
| <span class="prelude-val">Some</span>(<span class="number">4</span>), |
| <span class="prelude-val">Some</span>(<span class="number">5</span>), |
| <span class="prelude-val">Some</span>(<span class="number">6</span>), |
| ]; |
| <span class="kw">let </span>expected_list_array_data = <span class="macro">vec!</span>[ |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">None</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">None</span>]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>)]), |
| <span class="prelude-val">Some</span>(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">3</span>)]), |
| ]; |
| <span class="kw">let </span>expected_primitive_array_data = <span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="number">10</span>), |
| <span class="prelude-val">Some</span>(<span class="number">11</span>), |
| <span class="prelude-val">Some</span>(<span class="number">5</span>), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">4</span>), |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| <span class="prelude-val">Some</span>(<span class="number">6</span>), |
| <span class="prelude-val">Some</span>(<span class="number">1</span>), |
| ]; |
| test_lex_sort_mixed_types_with_list::<Int32Type>( |
| list_array_data.clone(), |
| primitive_array_data.clone(), |
| expected_list_array_data, |
| expected_primitive_array_data, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| ); |
| } |
| |
| <span class="kw">fn </span>test_lex_sort_mixed_types_with_fixed_size_list<T>( |
| primitive_array_data: Vec<<span class="prelude-ty">Option</span><T::Native>>, |
| list_array_data: Vec<<span class="prelude-ty">Option</span><Vec<<span class="prelude-ty">Option</span><T::Native>>>>, |
| expected_primitive_array_data: Vec<<span class="prelude-ty">Option</span><T::Native>>, |
| expected_list_array_data: Vec<<span class="prelude-ty">Option</span><Vec<<span class="prelude-ty">Option</span><T::Native>>>>, |
| primitive_array_options: <span class="prelude-ty">Option</span><SortOptions>, |
| list_array_options: <span class="prelude-ty">Option</span><SortOptions>, |
| ) <span class="kw">where |
| </span>T: ArrowPrimitiveType, |
| PrimitiveArray<T>: From<Vec<<span class="prelude-ty">Option</span><T::Native>>>, |
| { |
| <span class="kw">let </span>input = <span class="macro">vec!</span>[ |
| SortColumn { |
| values: Arc::new(PrimitiveArray::<T>::from(primitive_array_data.clone())) |
| <span class="kw">as </span>ArrayRef, |
| options: primitive_array_options, |
| }, |
| SortColumn { |
| values: Arc::new(FixedSizeListArray::from_iter_primitive::<T, <span class="kw">_</span>, <span class="kw">_</span>>( |
| list_array_data.clone(), |
| <span class="number">1</span>, |
| )) <span class="kw">as </span>ArrayRef, |
| options: list_array_options, |
| }, |
| ]; |
| |
| <span class="kw">let </span>expected = <span class="macro">vec!</span>[ |
| Arc::new(PrimitiveArray::<T>::from( |
| expected_primitive_array_data.clone(), |
| )) <span class="kw">as </span>ArrayRef, |
| Arc::new(FixedSizeListArray::from_iter_primitive::<T, <span class="kw">_</span>, <span class="kw">_</span>>( |
| expected_list_array_data.clone(), |
| <span class="number">1</span>, |
| )) <span class="kw">as </span>ArrayRef, |
| ]; |
| |
| test_lex_sort_arrays(input.clone(), expected.clone(), <span class="prelude-val">None</span>); |
| test_lex_sort_arrays(input.clone(), slice_arrays(expected.clone(), <span class="number">0</span>, <span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>)); |
| } |
| |
| <span class="kw">fn </span>test_lex_sort_mixed_types_with_list<T>( |
| list_array_data: Vec<<span class="prelude-ty">Option</span><Vec<<span class="prelude-ty">Option</span><T::Native>>>>, |
| primitive_array_data: Vec<<span class="prelude-ty">Option</span><T::Native>>, |
| expected_list_array_data: Vec<<span class="prelude-ty">Option</span><Vec<<span class="prelude-ty">Option</span><T::Native>>>>, |
| expected_primitive_array_data: Vec<<span class="prelude-ty">Option</span><T::Native>>, |
| list_array_options: <span class="prelude-ty">Option</span><SortOptions>, |
| primitive_array_options: <span class="prelude-ty">Option</span><SortOptions>, |
| ) <span class="kw">where |
| </span>T: ArrowPrimitiveType, |
| PrimitiveArray<T>: From<Vec<<span class="prelude-ty">Option</span><T::Native>>>, |
| { |
| <span class="macro">macro_rules!</span> run_test { |
| (<span class="macro-nonterminal">$ARRAY_TYPE</span>:ident) => { |
| <span class="kw">let </span>input = <span class="macro">vec!</span>[ |
| SortColumn { |
| values: Arc::new(<<span class="macro-nonterminal">$ARRAY_TYPE</span>>::from_iter_primitive::<T, <span class="kw">_</span>, <span class="kw">_</span>>( |
| list_array_data.clone(), |
| )) <span class="kw">as </span>ArrayRef, |
| options: list_array_options.clone(), |
| }, |
| SortColumn { |
| values: Arc::new(PrimitiveArray::<T>::from(primitive_array_data.clone())) |
| <span class="kw">as </span>ArrayRef, |
| options: primitive_array_options.clone(), |
| }, |
| ]; |
| |
| <span class="kw">let </span>expected = <span class="macro">vec!</span>[ |
| Arc::new(<<span class="macro-nonterminal">$ARRAY_TYPE</span>>::from_iter_primitive::<T, <span class="kw">_</span>, <span class="kw">_</span>>( |
| expected_list_array_data.clone(), |
| )) <span class="kw">as </span>ArrayRef, |
| Arc::new(PrimitiveArray::<T>::from( |
| expected_primitive_array_data.clone(), |
| )) <span class="kw">as </span>ArrayRef, |
| ]; |
| |
| test_lex_sort_arrays(input.clone(), expected.clone(), <span class="prelude-val">None</span>); |
| test_lex_sort_arrays(input.clone(), slice_arrays(expected.clone(), <span class="number">0</span>, <span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>)); |
| }; |
| } |
| <span class="macro">run_test!</span>(ListArray); |
| <span class="macro">run_test!</span>(LargeListArray); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_partial_sort() { |
| <span class="kw">let </span><span class="kw-2">mut </span>before: Vec<<span class="kw-2">&</span>str> = <span class="macro">vec!</span>[ |
| <span class="string">"a"</span>, <span class="string">"cat"</span>, <span class="string">"mat"</span>, <span class="string">"on"</span>, <span class="string">"sat"</span>, <span class="string">"the"</span>, <span class="string">"xxx"</span>, <span class="string">"xxxx"</span>, <span class="string">"fdadfdsf"</span>, |
| ]; |
| <span class="kw">let </span><span class="kw-2">mut </span>d = before.clone(); |
| d.sort_unstable(); |
| |
| <span class="kw">for </span>last <span class="kw">in </span><span class="number">0</span>..before.len() { |
| partial_sort(<span class="kw-2">&mut </span>before, last, |a, b| a.cmp(b)); |
| <span class="macro">assert_eq!</span>(<span class="kw-2">&</span>d[<span class="number">0</span>..last], <span class="kw-2">&</span>before.as_slice()[<span class="number">0</span>..last]); |
| } |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_partial_rand_sort() { |
| <span class="kw">let </span>size = <span class="number">1000u32</span>; |
| <span class="kw">let </span><span class="kw-2">mut </span>rng = StdRng::seed_from_u64(<span class="number">42</span>); |
| <span class="kw">let </span><span class="kw-2">mut </span>before: Vec<u32> = (<span class="number">0</span>..size).map(|<span class="kw">_</span>| rng.gen::<u32>()).collect(); |
| <span class="kw">let </span><span class="kw-2">mut </span>d = before.clone(); |
| <span class="kw">let </span>last = (rng.next_u32() % size) <span class="kw">as </span>usize; |
| d.sort_unstable(); |
| |
| partial_sort(<span class="kw-2">&mut </span>before, last, |a, b| a.cmp(b)); |
| <span class="macro">assert_eq!</span>(<span class="kw-2">&</span>d[<span class="number">0</span>..last], <span class="kw-2">&</span>before[<span class="number">0</span>..last]); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_int8_dicts() { |
| <span class="kw">let </span>keys = Int8Array::from(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1_i8</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>)]); |
| <span class="kw">let </span>values = Int8Array::from(<span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">3</span>, <span class="number">5</span>]); |
| test_sort_primitive_dict_arrays::<Int8Type, Int8Type>( |
| keys, |
| values, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>)], |
| ); |
| |
| <span class="kw">let </span>keys = Int8Array::from(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1_i8</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>)]); |
| <span class="kw">let </span>values = Int8Array::from(<span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">3</span>, <span class="number">5</span>]); |
| test_sort_primitive_dict_arrays::<Int8Type, Int8Type>( |
| keys, |
| values, |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| ); |
| |
| <span class="kw">let </span>keys = Int8Array::from(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1_i8</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>)]); |
| <span class="kw">let </span>values = Int8Array::from(<span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">3</span>, <span class="number">5</span>]); |
| test_sort_primitive_dict_arrays::<Int8Type, Int8Type>( |
| keys, |
| values, |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| ); |
| |
| <span class="kw">let </span>keys = Int8Array::from(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1_i8</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>)]); |
| <span class="kw">let </span>values = Int8Array::from(<span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">3</span>, <span class="number">5</span>]); |
| test_sort_primitive_dict_arrays::<Int8Type, Int8Type>( |
| keys, |
| values, |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>)], |
| ); |
| |
| <span class="comment">// Values have `None`. |
| </span><span class="kw">let </span>keys = Int8Array::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="number">1_i8</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| ]); |
| <span class="kw">let </span>values = Int8Array::from(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>)]); |
| test_sort_primitive_dict_arrays::<Int8Type, Int8Type>( |
| keys, |
| values, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>)], |
| ); |
| |
| <span class="kw">let </span>keys = Int8Array::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="number">1_i8</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| ]); |
| <span class="kw">let </span>values = Int8Array::from(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>)]); |
| test_sort_primitive_dict_arrays::<Int8Type, Int8Type>( |
| keys, |
| values, |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| ); |
| |
| <span class="kw">let </span>keys = Int8Array::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="number">1_i8</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| ]); |
| <span class="kw">let </span>values = Int8Array::from(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>)]); |
| test_sort_primitive_dict_arrays::<Int8Type, Int8Type>( |
| keys, |
| values, |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| ); |
| |
| <span class="kw">let </span>keys = Int8Array::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="number">1_i8</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| ]); |
| <span class="kw">let </span>values = Int8Array::from(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>)]); |
| test_sort_primitive_dict_arrays::<Int8Type, Int8Type>( |
| keys, |
| values, |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">5</span>), <span class="prelude-val">Some</span>(<span class="number">3</span>), <span class="prelude-val">Some</span>(<span class="number">1</span>)], |
| ); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_sort_f32_dicts() { |
| <span class="kw">let </span>keys = Int8Array::from(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1_i8</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>)]); |
| <span class="kw">let </span>values = Float32Array::from(<span class="macro">vec!</span>[<span class="number">1.2</span>, <span class="number">3.0</span>, <span class="number">5.1</span>]); |
| test_sort_primitive_dict_arrays::<Int8Type, Float32Type>( |
| keys, |
| values, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">1.2</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">5.1</span>), <span class="prelude-val">Some</span>(<span class="number">5.1</span>)], |
| ); |
| |
| <span class="kw">let </span>keys = Int8Array::from(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1_i8</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>)]); |
| <span class="kw">let </span>values = Float32Array::from(<span class="macro">vec!</span>[<span class="number">1.2</span>, <span class="number">3.0</span>, <span class="number">5.1</span>]); |
| test_sort_primitive_dict_arrays::<Int8Type, Float32Type>( |
| keys, |
| values, |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">5.1</span>), <span class="prelude-val">Some</span>(<span class="number">5.1</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">1.2</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| ); |
| |
| <span class="kw">let </span>keys = Int8Array::from(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1_i8</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>)]); |
| <span class="kw">let </span>values = Float32Array::from(<span class="macro">vec!</span>[<span class="number">1.2</span>, <span class="number">3.0</span>, <span class="number">5.1</span>]); |
| test_sort_primitive_dict_arrays::<Int8Type, Float32Type>( |
| keys, |
| values, |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.2</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">5.1</span>), <span class="prelude-val">Some</span>(<span class="number">5.1</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| ); |
| |
| <span class="kw">let </span>keys = Int8Array::from(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1_i8</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">2</span>), <span class="prelude-val">Some</span>(<span class="number">0</span>)]); |
| <span class="kw">let </span>values = Float32Array::from(<span class="macro">vec!</span>[<span class="number">1.2</span>, <span class="number">3.0</span>, <span class="number">5.1</span>]); |
| test_sort_primitive_dict_arrays::<Int8Type, Float32Type>( |
| keys, |
| values, |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5.1</span>)], |
| ); |
| |
| <span class="comment">// Values have `None`. |
| </span><span class="kw">let </span>keys = Int8Array::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="number">1_i8</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| ]); |
| <span class="kw">let </span>values = Float32Array::from(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.2</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5.1</span>)]); |
| test_sort_primitive_dict_arrays::<Int8Type, Float32Type>( |
| keys, |
| values, |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">1.2</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">5.1</span>), <span class="prelude-val">Some</span>(<span class="number">5.1</span>)], |
| ); |
| |
| <span class="kw">let </span>keys = Int8Array::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="number">1_i8</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| ]); |
| <span class="kw">let </span>values = Float32Array::from(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.2</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5.1</span>)]); |
| test_sort_primitive_dict_arrays::<Int8Type, Float32Type>( |
| keys, |
| values, |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">false</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.2</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">5.1</span>), <span class="prelude-val">Some</span>(<span class="number">5.1</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| ); |
| |
| <span class="kw">let </span>keys = Int8Array::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="number">1_i8</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| ]); |
| <span class="kw">let </span>values = Float32Array::from(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.2</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5.1</span>)]); |
| test_sort_primitive_dict_arrays::<Int8Type, Float32Type>( |
| keys, |
| values, |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">false</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">5.1</span>), <span class="prelude-val">Some</span>(<span class="number">5.1</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">1.2</span>), <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>], |
| ); |
| |
| <span class="kw">let </span>keys = Int8Array::from(<span class="macro">vec!</span>[ |
| <span class="prelude-val">Some</span>(<span class="number">1_i8</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">None</span>, |
| <span class="prelude-val">Some</span>(<span class="number">2</span>), |
| <span class="prelude-val">Some</span>(<span class="number">3</span>), |
| <span class="prelude-val">Some</span>(<span class="number">0</span>), |
| ]); |
| <span class="kw">let </span>values = Float32Array::from(<span class="macro">vec!</span>[<span class="prelude-val">Some</span>(<span class="number">1.2</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5.1</span>)]); |
| test_sort_primitive_dict_arrays::<Int8Type, Float32Type>( |
| keys, |
| values, |
| <span class="prelude-val">Some</span>(SortOptions { |
| descending: <span class="bool-val">true</span>, |
| nulls_first: <span class="bool-val">true</span>, |
| }), |
| <span class="prelude-val">None</span>, |
| <span class="macro">vec!</span>[<span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>, <span class="prelude-val">Some</span>(<span class="number">5.1</span>), <span class="prelude-val">Some</span>(<span class="number">5.1</span>), <span class="prelude-val">Some</span>(<span class="number">3.0</span>), <span class="prelude-val">Some</span>(<span class="number">1.2</span>)], |
| ); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>test_lexicographic_comparator_null_dict_values() { |
| <span class="kw">let </span>values = Int32Array::new( |
| <span class="macro">vec!</span>[<span class="number">1</span>, <span class="number">2</span>, <span class="number">3</span>, <span class="number">4</span>].into(), |
| <span class="prelude-val">Some</span>(NullBuffer::from(<span class="macro">vec!</span>[<span class="bool-val">true</span>, <span class="bool-val">false</span>, <span class="bool-val">false</span>, <span class="bool-val">true</span>])), |
| ); |
| <span class="kw">let </span>keys = Int32Array::new( |
| <span class="macro">vec!</span>[<span class="number">0</span>, <span class="number">1</span>, <span class="number">53</span>, <span class="number">3</span>].into(), |
| <span class="prelude-val">Some</span>(NullBuffer::from(<span class="macro">vec!</span>[<span class="bool-val">true</span>, <span class="bool-val">true</span>, <span class="bool-val">false</span>, <span class="bool-val">true</span>])), |
| ); |
| <span class="comment">// [1, NULL, NULL, 4] |
| </span><span class="kw">let </span>dict = DictionaryArray::new(keys, Arc::new(values)); |
| |
| <span class="kw">let </span>comparator = LexicographicalComparator::try_new(<span class="kw-2">&</span>[SortColumn { |
| values: Arc::new(dict), |
| options: <span class="prelude-val">None</span>, |
| }]) |
| .unwrap(); |
| <span class="comment">// 1.cmp(NULL) |
| </span><span class="macro">assert_eq!</span>(comparator.compare(<span class="number">0</span>, <span class="number">1</span>), Ordering::Greater); |
| <span class="comment">// NULL.cmp(NULL) |
| </span><span class="macro">assert_eq!</span>(comparator.compare(<span class="number">2</span>, <span class="number">1</span>), Ordering::Equal); |
| <span class="comment">// NULL.cmp(4) |
| </span><span class="macro">assert_eq!</span>(comparator.compare(<span class="number">2</span>, <span class="number">3</span>), Ordering::Less); |
| } |
| |
| <span class="attr">#[test] |
| </span><span class="kw">fn </span>sort_list_equal() { |
| <span class="kw">let </span>a = { |
| <span class="kw">let </span><span class="kw-2">mut </span>builder = FixedSizeListBuilder::new(Int64Builder::new(), <span class="number">2</span>); |
| <span class="kw">for </span>value <span class="kw">in </span>[[<span class="number">1</span>, <span class="number">5</span>], [<span class="number">0</span>, <span class="number">3</span>], [<span class="number">1</span>, <span class="number">3</span>]] { |
| builder.values().append_slice(<span class="kw-2">&</span>value); |
| builder.append(<span class="bool-val">true</span>); |
| } |
| builder.finish() |
| }; |
| |
| <span class="kw">let </span>sort_indices = sort_to_indices(<span class="kw-2">&</span>a, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>).unwrap(); |
| <span class="macro">assert_eq!</span>(sort_indices.values(), <span class="kw-2">&</span>[<span class="number">1</span>, <span class="number">2</span>, <span class="number">0</span>]); |
| |
| <span class="kw">let </span>a = { |
| <span class="kw">let </span><span class="kw-2">mut </span>builder = ListBuilder::new(Int64Builder::new()); |
| <span class="kw">for </span>value <span class="kw">in </span>[[<span class="number">1</span>, <span class="number">5</span>], [<span class="number">0</span>, <span class="number">3</span>], [<span class="number">1</span>, <span class="number">3</span>]] { |
| builder.values().append_slice(<span class="kw-2">&</span>value); |
| builder.append(<span class="bool-val">true</span>); |
| } |
| builder.finish() |
| }; |
| |
| <span class="kw">let </span>sort_indices = sort_to_indices(<span class="kw-2">&</span>a, <span class="prelude-val">None</span>, <span class="prelude-val">None</span>).unwrap(); |
| <span class="macro">assert_eq!</span>(sort_indices.values(), <span class="kw-2">&</span>[<span class="number">1</span>, <span class="number">2</span>, <span class="number">0</span>]); |
| } |
| } |
| </code></pre></div></section></main></body></html> |
