{"id":16834,"date":"2021-11-17T15:38:07","date_gmt":"2021-11-17T14:38:07","guid":{"rendered":"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/"},"modified":"2021-11-17T15:38:07","modified_gmt":"2021-11-17T14:38:07","slug":"improve-oracle-insert-performance-with-bulkcollect-and-forall","status":"publish","type":"post","link":"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/","title":{"rendered":"Improve Oracle Insert Performance with BULKCOLLECT and FORALL"},"content":{"rendered":"<p>As specified by Steven Feuerstein into the <a href=\"https:\/\/blogs.oracle.com\/oraclemagazine\/post\/bulk-processing-with-bulk-collect-and-forall\">Oracle Blog Website <\/a>the bulk processing features of PL\/SQL are designed specifically to reduce the number of context switches required to communicate from the PL\/SQL engine to the SQL engine.<\/p>\n<p>Using BULK COLLECT plus FORALL instead of standard Insert statement to insert data improve performance dramatically, let&#8217;s me show you :<\/p>\n<p>Here is a customer case on how using BULK COLLECT plus FORALL to improve Insert operations for very big tables (more than 1 billion of rows and more than 300Gb in size).<\/p>\n<p>First of all, create a bigfile tablespace which will contain the data:<\/p>\n<pre class=\"brush: sql; gutter: true; first-line: 1\">SQL&gt; CREATE bigfile TABLESPACE tbs1 DATAFILE '+data' SIZE 310G;<\/pre>\n<p>Tablespace created.<\/p>\n<p>Elapsed: 00:11:30.87<\/p>\n<p>Next step is to create the table (empty) and move it to the bigfile tablespace:<\/p>\n<pre class=\"brush: sql; gutter: true; first-line: 1\">\nCREATE TABLE \"xxxx\".\"DBI_FK_NOPART\"\n( \"PKEY\" NUMBER(12,0) NOT NULL ENABLE,\n\"BOID\" VARCHAR2(40 CHAR) COLLATE \"USING_NLS_COMP\" NOT NULL ENABLE,\n\"METABO\" NUMBER(12,0) NOT NULL ENABLE,\n\"LASTUPDATE\" TIMESTAMP (9) NOT NULL ENABLE,\n\"PROCESSID\" VARCHAR2(40 CHAR) COLLATE \"USING_NLS_COMP\" NOT NULL ENABLE,\n\"ROWCOMMENT\" VARCHAR2(15 CHAR) COLLATE \"USING_NLS_COMP\",\n\"CREATED\" TIMESTAMP (9) NOT NULL ENABLE,\n\"CREATEDUSER\" VARCHAR2(40 CHAR) COLLATE \"USING_NLS_COMP\" NOT NULL ENABLE,\n\"REPLACED\" TIMESTAMP (9) NOT NULL ENABLE,\n\"REPLACEDUSER\" VARCHAR2(40 CHAR) COLLATE \"USING_NLS_COMP\",\n\"ARCHIVETAG\" VARCHAR2(40 CHAR) COLLATE \"USING_NLS_COMP\",\n\"MDBID\" VARCHAR2(255 CHAR) COLLATE \"USING_NLS_COMP\",\n\"ITSFORECAST\" VARCHAR2(40 CHAR) COLLATE \"USING_NLS_COMP\" NOT NULL ENABLE,\n\"BETRAG\" NUMBER(15,2) NOT NULL ENABLE,\n\"ITSOPDETHERKUNFT\" VARCHAR2(40 CHAR) COLLATE \"USING_NLS_COMP\",\n\"ITSOPDETHKERSTPRM\" VARCHAR2(40 CHAR) COLLATE \"USING_NLS_COMP\",\n\"ITSFCKOMPPREISSEQ\" VARCHAR2(40 CHAR) COLLATE \"USING_NLS_COMP\",\n\"CLSFCKOMPPREISSEQ\" NUMBER(12,0),\n\"ISSUMMANDENDPREIS\" NUMBER(12,0) NOT NULL ENABLE,\n\"PARTITIONTAG\" NUMBER(12,0) NOT NULL ENABLE,\n\"PARTITIONDOMAIN\" VARCHAR2(4 CHAR) COLLATE \"USING_NLS_COMP\" NOT NULL ENABLE,\n\"FCVPRODKOMPPKEY\" NUMBER(12,0),\n\"FCKVPRDANKOMPPKEY\" NUMBER(12,0)\n) ;\n\n--MOVE TABLE TO BIGFILE TABLESPACE\nALTER TABLE \"xxxx\".\"DBI_FK_NOPART\" MOVE ONLINE TABLESPACE tbs1;<\/pre>\n<p>Load Data with BULK COLLECT and FORALL:<\/p>\n<pre class=\"brush: sql; gutter: true; first-line: 1\">SQL&gt; declare\ntype testarray is table of varchar2(3000) index by binary_integer;\nv_PKEY testarray;\nv_BOID testarray;\nv_METABO testarray;\nv_LASTUPDATE testarray;\nv_PROCESSID testarray;\nv_ROWCOMMENT testarray;\nv_CREATED testarray;\nv_CREATEDUSER testarray;\nv_REPLACED testarray;\nv_REPLACEDUSER testarray;\nv_ARCHIVETAG testarray;\nv_MDBID testarray;\nv_ITSFORECAST testarray;\nv_BETRAG testarray;\nv_ITSOPDETHERKUNFT testarray;\nv_ITSOPDETHKERSTPRM testarray;\nv_ITSFCKOMPPREISSEQ testarray;\nv_CLSFCKOMPPREISSEQ testarray;\nv_ISSUMMANDENDPREIS testarray;\nv_PARTITIONTAG testarray;\nv_PARTITIONDOMAIN testarray;\nv_FCVPRODKOMPPKEY testarray;\nv_FCKVPRDANKOMPPKEY testarray;\n\ncursor cu_cursor is select PKEY,BOID,METABO,LASTUPDATE,PROCESSID,ROWCOMMENT,CREATED,CREATEDUSER,REPLACED,REPLACEDUSER,ARCHIVETAG,MDBID,ITSFORECAST,BETRAG,\nITSOPDETHERKUNFT,ITSOPDETHKERSTPRM,ITSFCKOMPPREISSEQ,CLSFCKOMPPREISSEQ,ISSUMMANDENDPREIS,PARTITIONTAG,PARTITIONDOMAIN,FCVPRODKOMPPKEY,FCKVPRDANKOMPPKEY\nFROM xxx.TableSource;\n\nbegin\ndbms_output.put_line('start : '||to_char(sysdate,'dd.mm.rrrr hh24:mi:ss'));\nopen cu_cursor;\n\nloop\n\nfetch cu_cursor bulk collect into v_PKEY,v_BOID,v_METABO,v_LASTUPDATE,v_PROCESSID,v_ROWCOMMENT,v_CREATED,v_CREATEDUSER,v_REPLACED,v_REPLACEDUSER ,v_ARCHIVETAG,v_MDBID,v_ITSFORECAST,v_BETRAG,v_ITSOPDETHERKUNFT,\nv_ITSOPDETHKERSTPRM ,v_ITSFCKOMPPREISSEQ ,v_CLSFCKOMPPREISSEQ,v_ISSUMMANDENDPREIS ,v_PARTITIONTAG,v_PARTITIONDOMAIN,v_FCVPRODKOMPPKEY,v_FCKVPRDANKOMPPKEY LIMIT 1000;\n\nforall i in 1 .. v_PKEY.count\n\ninsert into xxx.DBI_FK_NOPART( PKEY,BOID,METABO,LASTUPDATE,PROCESSID,ROWCOMMENT,CREATED,CREATEDUSER,REPLACED,REPLACEDUSER ,ARCHIVETAG,MDBID,ITSFORECAST,BETRAG,ITSOPDETHERKUNFT,\nITSOPDETHKERSTPRM ,ITSFCKOMPPREISSEQ ,CLSFCKOMPPREISSEQ,ISSUMMANDENDPREIS ,PARTITIONTAG,PARTITIONDOMAIN,FCVPRODKOMPPKEY,FCKVPRDANKOMPPKEY )\nvalues\n( v_PKEY(i),v_BOID(i),v_METABO(i),v_LASTUPDATE(i),v_PROCESSID(i),v_ROWCOMMENT(i),v_CREATED(i),v_CREATEDUSER(i),v_REPLACED(i),v_REPLACEDUSER(i),v_ARCHIVETAG(i),v_MDBID(i),v_ITSFORECAST(i),v_BETRAG(i),v_ITSOPDETHERKUNFT(i),\nv_ITSOPDETHKERSTPRM(i),v_ITSFCKOMPPREISSEQ(i),v_CLSFCKOMPPREISSEQ(i),v_ISSUMMANDENDPREIS(i),v_PARTITIONTAG(i),v_PARTITIONDOMAIN(i),v_FCVPRODKOMPPKEY(i),v_FCKVPRDANKOMPPKEY(i));\n\nexit when cu_cursor%notfound;\nend loop;\n\nclose cu_cursor;\ndbms_output.put_line('end : '||to_char(sysdate,'dd.mm.rrrr hh24:mi:ss'));\n\nend;\n\/\nstart : 15.11.2021 10:30:36\nend : 15.11.2021 12:50:23\n\nPL\/SQL procedure successfully completed.\n\nElapsed: 02:19:46.80<\/pre>\n<p>Gather Statistics:<\/p>\n<pre class=\"brush: sql; gutter: true; first-line: 1\">exec dbms_stats.gather_table_stats('xxx','DBI_FK_NOPART');<\/pre>\n<p>Add primary key and indexes (store it into bigfile tablespace) :<\/p>\n<pre class=\"brush: sql; gutter: true; first-line: 1\">ALTER TABLE xxx.DBI_FK_NOPART ADD CONSTRAINT PK6951_1 PRIMARY KEY (PKEY) using index tablespace tbs1;\n\nBEGIN\nCREATE INDEX \"xxx\".\"CLSFCKOMPPREISSEQ695_1\" ON \"xxx\".\"DBI_FK_NOPART\" (\"CLSFCKOMPPREISSEQ\") TABLESPACE \"TBS1\";\nCREATE INDEX \"xxx\".\"ITSFCKOMPPREISSEQ695_1\" ON \"xxx\".\"DBI_FK_NOPART\" (\"ITSFCKOMPPREISSEQ\") TABLESPACE \"TBS1\";\nCREATE INDEX \"xxx\".\"ITSFORECAST695_1\" ON \"xxx\".\"DBI_FK_NOPART\" (\"ITSFORECAST\") TABLESPACE \"TBS1\" ;\nCREATE INDEX \"xxx\".\"IX_MDBID_xxx_1\" ON \"xxx\".\"DBI_FK_NOPART\" (\"MDBID\") TABLESPACE \"TBS1\" ;\nEND;<\/pre>\n<pre class=\"brush: sql; gutter: true; first-line: 1\"><\/pre>\n<p>Let&#8217;s check statistics of the table :<\/p>\n<pre class=\"brush: sql; gutter: true; first-line: 1\">select owner,table_name,num_rows,blocks, last_analyzed from dba_tables where table_name = 'DBI_FK_NOPART';\nOWNER TABLE_NAME      NUM_ROWS  BLOCKS    LAST_ANALYZED\nXXX    DBI_FK_NOPART  1188403800 39871915 15.11.21<\/pre>\n<p>Conclusion :<\/p>\n<p>With BULK COLLECT plus FORALL, I inserted more than 1 billion of rows in 02h19.<\/p>\n<p>With standard Insert through a FOR LOOP statement, the Insert never finished, I stopped it after 15 hours of execution and after resizing muliple times the Undo tablespace due to &#8220;unable to extend tablespace&#8230;&#8221; error.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>As specified by Steven Feuerstein into the Oracle Blog Website the bulk processing features of PL\/SQL are designed specifically to reduce the number of context switches required to communicate from the PL\/SQL engine to the SQL engine. Using BULK COLLECT plus FORALL instead of standard Insert statement to insert data improve performance dramatically, let&#8217;s me [&hellip;]<\/p>\n","protected":false},"author":27,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[229],"tags":[544,635,96,644],"type_dbi":[],"class_list":["post-16834","post","type-post","status-publish","format-standard","hentry","category-database-administration-monitoring","tag-bulk-insert","tag-dbdoracle","tag-oracle","tag-performance-tuning"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Improve Oracle Insert Performance with BULKCOLLECT and FORALL - dbi Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Improve Oracle Insert Performance with BULKCOLLECT and FORALL\" \/>\n<meta property=\"og:description\" content=\"As specified by Steven Feuerstein into the Oracle Blog Website the bulk processing features of PL\/SQL are designed specifically to reduce the number of context switches required to communicate from the PL\/SQL engine to the SQL engine. Using BULK COLLECT plus FORALL instead of standard Insert statement to insert data improve performance dramatically, let&#8217;s me [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/\" \/>\n<meta property=\"og:site_name\" content=\"dbi Blog\" \/>\n<meta property=\"article:published_time\" content=\"2021-11-17T14:38:07+00:00\" \/>\n<meta name=\"author\" content=\"Oracle Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Oracle Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/\"},\"author\":{\"name\":\"Oracle Team\",\"@id\":\"https:\/\/www.dbi-services.com\/blog\/#\/schema\/person\/66ab87129f2d357f09971bc7936a77ee\"},\"headline\":\"Improve Oracle Insert Performance with BULKCOLLECT and FORALL\",\"datePublished\":\"2021-11-17T14:38:07+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/\"},\"wordCount\":204,\"commentCount\":0,\"keywords\":[\"bulk insert\",\"DBD::Oracle\",\"Oracle\",\"Performance Tuning\"],\"articleSection\":[\"Database Administration &amp; Monitoring\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/\",\"url\":\"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/\",\"name\":\"Improve Oracle Insert Performance with BULKCOLLECT and FORALL - dbi Blog\",\"isPartOf\":{\"@id\":\"https:\/\/www.dbi-services.com\/blog\/#website\"},\"datePublished\":\"2021-11-17T14:38:07+00:00\",\"author\":{\"@id\":\"https:\/\/www.dbi-services.com\/blog\/#\/schema\/person\/66ab87129f2d357f09971bc7936a77ee\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\/\/www.dbi-services.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Improve Oracle Insert Performance with BULKCOLLECT and FORALL\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.dbi-services.com\/blog\/#website\",\"url\":\"https:\/\/www.dbi-services.com\/blog\/\",\"name\":\"dbi Blog\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.dbi-services.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.dbi-services.com\/blog\/#\/schema\/person\/66ab87129f2d357f09971bc7936a77ee\",\"name\":\"Oracle Team\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/secure.gravatar.com\/avatar\/f711f7cd2c9b09bf2627133755b569fb5be0694810cfd33033bdd095fedba86d?s=96&d=mm&r=g\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/f711f7cd2c9b09bf2627133755b569fb5be0694810cfd33033bdd095fedba86d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/f711f7cd2c9b09bf2627133755b569fb5be0694810cfd33033bdd095fedba86d?s=96&d=mm&r=g\",\"caption\":\"Oracle Team\"},\"url\":\"https:\/\/www.dbi-services.com\/blog\/author\/oracle-team\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Improve Oracle Insert Performance with BULKCOLLECT and FORALL - dbi Blog","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/","og_locale":"en_US","og_type":"article","og_title":"Improve Oracle Insert Performance with BULKCOLLECT and FORALL","og_description":"As specified by Steven Feuerstein into the Oracle Blog Website the bulk processing features of PL\/SQL are designed specifically to reduce the number of context switches required to communicate from the PL\/SQL engine to the SQL engine. Using BULK COLLECT plus FORALL instead of standard Insert statement to insert data improve performance dramatically, let&#8217;s me [&hellip;]","og_url":"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/","og_site_name":"dbi Blog","article_published_time":"2021-11-17T14:38:07+00:00","author":"Oracle Team","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Oracle Team","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/#article","isPartOf":{"@id":"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/"},"author":{"name":"Oracle Team","@id":"https:\/\/www.dbi-services.com\/blog\/#\/schema\/person\/66ab87129f2d357f09971bc7936a77ee"},"headline":"Improve Oracle Insert Performance with BULKCOLLECT and FORALL","datePublished":"2021-11-17T14:38:07+00:00","mainEntityOfPage":{"@id":"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/"},"wordCount":204,"commentCount":0,"keywords":["bulk insert","DBD::Oracle","Oracle","Performance Tuning"],"articleSection":["Database Administration &amp; Monitoring"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/","url":"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/","name":"Improve Oracle Insert Performance with BULKCOLLECT and FORALL - dbi Blog","isPartOf":{"@id":"https:\/\/www.dbi-services.com\/blog\/#website"},"datePublished":"2021-11-17T14:38:07+00:00","author":{"@id":"https:\/\/www.dbi-services.com\/blog\/#\/schema\/person\/66ab87129f2d357f09971bc7936a77ee"},"breadcrumb":{"@id":"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.dbi-services.com\/blog\/improve-oracle-insert-performance-with-bulkcollect-and-forall\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https:\/\/www.dbi-services.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Improve Oracle Insert Performance with BULKCOLLECT and FORALL"}]},{"@type":"WebSite","@id":"https:\/\/www.dbi-services.com\/blog\/#website","url":"https:\/\/www.dbi-services.com\/blog\/","name":"dbi Blog","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.dbi-services.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.dbi-services.com\/blog\/#\/schema\/person\/66ab87129f2d357f09971bc7936a77ee","name":"Oracle Team","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/f711f7cd2c9b09bf2627133755b569fb5be0694810cfd33033bdd095fedba86d?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/f711f7cd2c9b09bf2627133755b569fb5be0694810cfd33033bdd095fedba86d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/f711f7cd2c9b09bf2627133755b569fb5be0694810cfd33033bdd095fedba86d?s=96&d=mm&r=g","caption":"Oracle Team"},"url":"https:\/\/www.dbi-services.com\/blog\/author\/oracle-team\/"}]}},"_links":{"self":[{"href":"https:\/\/www.dbi-services.com\/blog\/wp-json\/wp\/v2\/posts\/16834","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.dbi-services.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.dbi-services.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.dbi-services.com\/blog\/wp-json\/wp\/v2\/users\/27"}],"replies":[{"embeddable":true,"href":"https:\/\/www.dbi-services.com\/blog\/wp-json\/wp\/v2\/comments?post=16834"}],"version-history":[{"count":0,"href":"https:\/\/www.dbi-services.com\/blog\/wp-json\/wp\/v2\/posts\/16834\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.dbi-services.com\/blog\/wp-json\/wp\/v2\/media?parent=16834"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.dbi-services.com\/blog\/wp-json\/wp\/v2\/categories?post=16834"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.dbi-services.com\/blog\/wp-json\/wp\/v2\/tags?post=16834"},{"taxonomy":"type","embeddable":true,"href":"https:\/\/www.dbi-services.com\/blog\/wp-json\/wp\/v2\/type_dbi?post=16834"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}