[{"data":1,"prerenderedAt":395},["ShallowReactive",2],{"doc:\u002Fapi-reference\u002Fendpoints\u002Fbatch":3},{"page":4,"toc":390},{"path":5,"title":6,"description":7,"blocks":8},"\u002Fapi-reference\u002Fendpoints\u002Fbatch","Batch lookup (up to 100 IPs)","Resolve 1 to 100 IPv4 and IPv6 addresses in a single POST request pinned to a consistent dataset snapshot.",[9,15,18,37,42,90,93,368,371,377,380,382],{"type":10,"method":11,"path":12,"auth":13,"plan":14},"endpoint","POST","\u002Fv1\u002Fip\u002Fbatch","key","scope: batch · 1 credit \u002F IP",{"type":16,"text":17},"p","Resolves between **1 and 100** IPv4 or IPv6 addresses in one HTTP round-trip (`POST \u002Fv1\u002Fip\u002Fbatch`). Requires an API key with the `batch` scope.",{"type":19,"title":20,"schemaName":21,"contentType":22,"schema":23,"example":34,"exampleHtml":36},"request-body","Request body","BatchLookupRequestDto","application\u002Fjson",[24],{"name":25,"type":26,"description":27,"required":28,"range":29,"example":30},"ips","string[]","Array of `1` to `100` valid IPv4 or IPv6 address strings. Validated before any lookup credits are debited.",true,"1 … 100 items",[31,32,33],"198.51.100.7","203.0.113.42","2606:4700:4700::1111",{"ips":35},[31,32,33],"\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">{\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"ips\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> [\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-string-expression)\">    \"198.51.100.7\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-string-expression)\">    \"203.0.113.42\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-string-expression)\">    \"2606:4700:4700::1111\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">  ]\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">}\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"type":38,"level":39,"text":40,"id":41},"heading",2,"Code examples","code-examples",{"type":43,"samples":44},"code",[45,50,55,60,65,70,75,80,85],{"label":46,"lang":47,"code":48,"html":49},"curl","bash","curl -sS -X POST \"https:\u002F\u002Fapi.ipscope.io\u002Fv1\u002Fip\u002Fbatch\" \\\n  -H \"Authorization: Bearer $IPSCOPE_KEY\" \\\n  -H \"Content-Type: application\u002Fjson\" \\\n  -d '{\"ips\":[\"198.51.100.7\",\"203.0.113.42\",\"2606:4700:4700::1111\"]}'","\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-function)\">curl\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string)\"> -sS\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string)\"> -X\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string)\"> POST\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"https:\u002F\u002Fapi.ipscope.io\u002Fv1\u002Fip\u002Fbatch\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> \\\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-string)\">  -H\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Authorization: Bearer $IPSCOPE_KEY\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> \\\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-string)\">  -H\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Content-Type: application\u002Fjson\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> \\\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-string)\">  -d\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> '{\"ips\":[\"198.51.100.7\",\"203.0.113.42\",\"2606:4700:4700::1111\"]}'\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"label":51,"lang":52,"code":53,"html":54},"Python","python","import asyncio, os\nfrom ipscope import AsyncIpScopeClient\n\nasync def main() -> None:\n    async with AsyncIpScopeClient(api_key=os.environ[\"IPSCOPE_KEY\"]) as client:\n        batch = await client.lookup_batch([\"198.51.100.7\", \"203.0.113.42\", \"2606:4700:4700::1111\"])\n        for item in batch[\"results\"]:\n            print(item[\"ip\"], item[\"geo\"][\"country_code\"], item[\"security\"][\"is_vpn\"])\n\nasyncio.run(main())","\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">import\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> asyncio\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> os\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">from\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> ipscope \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">import\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> AsyncIpScopeClient\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">async\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> def\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\"> main\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">() \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">->\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> None\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">:\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    async\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> with\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\"> AsyncIpScopeClient\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(api_key\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">os.environ[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"IPSCOPE_KEY\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">])\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> as\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">        batch \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> await\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">lookup_batch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">([\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"198.51.100.7\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">, \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"203.0.113.42\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">, \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"2606:4700:4700::1111\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">])\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        for\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> item \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">in\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> batch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"results\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">]:\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-function)\">            print\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(item[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"ip\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">], item[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"geo\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">][\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">], item[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"security\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">][\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"is_vpn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">])\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">asyncio\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">run\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">main\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">())\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"label":56,"lang":57,"code":58,"html":59},"Node.js","ts","import { IpScopeClient } from '@ipscope\u002Fsdk-node';\n\nconst client = new IpScopeClient({ apiKey: process.env.IPSCOPE_KEY });\nconst batch = await client.lookupBatch(['198.51.100.7', '203.0.113.42', '2606:4700:4700::1111']);\nfor (const item of batch.results) {\n  console.log(item.ip, item.geo?.country_code, item.security?.is_vpn);\n}","\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">import\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> { IpScopeClient } \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">from\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> '@ipscope\u002Fsdk-node'\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">;\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">const\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> =\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> new\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\"> IpScopeClient\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">({ apiKey\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> process\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">env\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">IPSCOPE_KEY\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> });\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">const\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> batch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> =\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> await\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">.lookupBatch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">([\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">'198.51.100.7'\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> '203.0.113.42'\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> '2606:4700:4700::1111'\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">]);\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">for\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> (\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">const\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> item\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> of\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> batch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">.results) {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-constant)\">  console\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">.log\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">item\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">.ip\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> item\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">geo\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">?.country_code\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> item\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">security\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">?.is_vpn);\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">}\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"label":61,"lang":62,"code":63,"html":64},"Go","go","client := ipscope.NewClient(ipscope.Config{APIKey: os.Getenv(\"IPSCOPE_KEY\")})\ndefer client.Close()\n\nbatch, err := client.LookupBatch(ctx, []string{\"198.51.100.7\", \"203.0.113.42\", \"2606:4700:4700::1111\"})\nif err != nil {\n\treturn err\n}\nfmt.Println(\"Count:\", batch.Count, \"Snapshot:\", batch.DatasetVersion)","\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">client \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">:=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> ipscope.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">NewClient\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">ipscope\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">Config\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">{APIKey: os.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">Getenv\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"IPSCOPE_KEY\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">)})\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">defer\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> client.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">Close\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">()\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">batch, err \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">:=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> client.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">LookupBatch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(ctx, []\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">string\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">{\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"198.51.100.7\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">, \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"203.0.113.42\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">, \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"2606:4700:4700::1111\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">})\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">if\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> err \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">!=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> nil\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">\treturn\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> err\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">}\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">fmt.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">Println\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"Count:\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">, batch.Count, \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"Snapshot:\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">, batch.DatasetVersion)\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"label":66,"lang":67,"code":68,"html":69},"Rust","rust","use ipscope::{AsyncIpScopeClient, ClientConfig};\n\nlet client = AsyncIpScopeClient::new(ClientConfig::new(std::env::var(\"IPSCOPE_KEY\")?))?;\nlet ips = vec![\"198.51.100.7\".into(), \"203.0.113.42\".into(), \"2606:4700:4700::1111\".into()];\nlet batch = client.lookup_batch(&ips).await?;\nprintln!(\"Count: {} Snapshot: {}\", batch.count, batch.dataset_version);","\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">use\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> ipscope\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">::\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">{\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">AsyncIpScopeClient\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">, \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">ClientConfig\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">};\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">let\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> client \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\"> AsyncIpScopeClient\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">::\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">new\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(ClientConfig\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">::\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">new\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(std\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">::\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">env\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">::\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">var\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"IPSCOPE_KEY\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">)\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">?\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">))\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">?\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">;\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">let\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> ips \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\"> vec!\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"198.51.100.7\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">into\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(), \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"203.0.113.42\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">into\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(), \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"2606:4700:4700::1111\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">into\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">()];\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">let\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> batch \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">lookup_batch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">&\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">ips)\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">.await?\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">;\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-function)\">println!\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"Count: {} Snapshot: {}\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">, batch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">count, batch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">dataset_version);\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"label":71,"lang":72,"code":73,"html":74},"Java","java","import java.util.List;\nimport io.ipscope.sdk.IpScopeClient;\nimport io.ipscope.sdk.IpScopeConfig;\n\nIpScopeConfig config = IpScopeConfig.builder().apiKey(System.getenv(\"IPSCOPE_KEY\")).build();\ntry (IpScopeClient client = new IpScopeClient(config)) {\n    var batch = client.lookupBatch(List.of(\"198.51.100.7\", \"203.0.113.42\", \"2606:4700:4700::1111\"));\n    System.out.println(\"Resolved: \" + batch.count());\n}","\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">import\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> java\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">util\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">List\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">;\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">import\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> io\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">ipscope\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">sdk\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">IpScopeClient\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">;\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">import\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> io\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">ipscope\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">sdk\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">IpScopeConfig\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">;\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">IpScopeConfig\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> config \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> IpScopeConfig\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">builder\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">()\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">apiKey\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">System\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">getenv\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"IPSCOPE_KEY\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">))\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">build\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">();\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">try\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> (\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">IpScopeClient\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> client \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> new\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\"> IpScopeClient(config)\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">) {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    var\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> batch \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">lookupBatch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">List\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">of\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"198.51.100.7\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"203.0.113.42\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"2606:4700:4700::1111\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">));\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-constant)\">    System\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">out\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">println\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"Resolved: \"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> +\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> batch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">count\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">());\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">}\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"label":76,"lang":77,"code":78,"html":79},".NET","csharp","using IpScope.Sdk;\n\nusing var client = new IpScopeClient(new IpScopeClientOptions {\n    ApiKey = Environment.GetEnvironmentVariable(\"IPSCOPE_KEY\")\n});\nvar batch = await client.LookupBatchAsync(new[] { \"198.51.100.7\", \"203.0.113.42\", \"2606:4700:4700::1111\" });\nConsole.WriteLine($\"Count={batch.Count} Version={batch.DatasetVersion}\");","\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">using\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\"> IpScope\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">Sdk\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">;\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">using\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> var\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> client \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> new\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\"> IpScopeClient\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">new\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\"> IpScopeClientOptions\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">    ApiKey \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> Environment\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">GetEnvironmentVariable\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"IPSCOPE_KEY\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">)\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">});\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">var\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> batch \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> await\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">LookupBatchAsync\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">new\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">[] { \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"198.51.100.7\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"203.0.113.42\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"2606:4700:4700::1111\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> });\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-constant)\">Console\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">WriteLine\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">$\"Count=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">{\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">batch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">Count\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">}\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> Version=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">{\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">batch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">DatasetVersion\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">}\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">);\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"label":81,"lang":82,"code":83,"html":84},"Ruby","ruby","require \"ipscope\"\n\nclient = IpScope::Client.new(api_key: ENV.fetch(\"IPSCOPE_KEY\"))\nbatch = client.lookup_batch([\"198.51.100.7\", \"203.0.113.42\", \"2606:4700:4700::1111\"])\nputs \"Resolved #{batch.count} IPs on snapshot #{batch.dataset_version}\"","\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">require\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"ipscope\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">client \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> IpScope\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">::\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">Client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">new\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">api_key:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> ENV\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">fetch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"IPSCOPE_KEY\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">))\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">batch \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">lookup_batch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">([\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"198.51.100.7\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"203.0.113.42\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"2606:4700:4700::1111\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">])\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-function)\">puts\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Resolved \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">#{batch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">count\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">}\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> IPs on snapshot \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">#{batch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">dataset_version\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">}\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"label":86,"lang":87,"code":88,"html":89},"PHP","php","\u003C?php\nuse IpScope\\Sdk\\IpScopeClient;\n\n$client = new IpScopeClient(apiKey: getenv('IPSCOPE_KEY') ?: '');\n$batch = $client->lookupBatch(['198.51.100.7', '203.0.113.42', '2606:4700:4700::1111']);\necho \"Resolved: \" . $batch->count . PHP_EOL;","\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\"><?\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">php\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">use\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> IpScope\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">\\\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">Sdk\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">\\\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">IpScopeClient\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">;\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">$client \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> new\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> IpScopeClient\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">apiKey\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\"> getenv\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">'IPSCOPE_KEY'\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">)\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> ?:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> ''\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">)\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">;\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">$batch \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> $client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">->\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">lookupBatch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">'198.51.100.7'\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> '203.0.113.42'\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> '2606:4700:4700::1111'\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">]\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">)\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">;\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-function)\">echo\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Resolved: \"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> .\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> $batch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">->\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">count \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> PHP_EOL\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">;\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"type":38,"level":39,"text":91,"id":92},"Responses","responses",{"type":92,"responses":94},[95,313,332,344,356],{"code":96,"name":97,"description":98,"schema":99,"example":283,"defaultOpen":28,"exampleHtml":312},"200","BatchLookupResponse","Batch lookup results pinned to a single consistent dataset_version.",[100,105,110],{"name":101,"type":102,"description":103,"required":28,"example":104},"dataset_version","string","Snapshot version that served all lookups in this batch.","2026-10-27T00:00:00Z.crawl-1793088000000",{"name":106,"type":107,"description":108,"required":28,"example":109},"count","integer","Total number of resolved IP records returned in `results`.",3,{"name":111,"type":112,"description":113,"required":28,"isRef":28,"children":114},"results","IpLookupResponse[]","Ordered array of `IpLookupResponse` objects projected to your API key’s `licensedFamilies`.",[115,119,125,130,182,195,222,259,276,278],{"name":116,"type":102,"description":117,"required":28,"format":118,"example":31},"ip","Canonical normalized representation of the queried IPv4 or IPv6 address.","ipv4 | ipv6",{"name":120,"type":107,"description":121,"required":28,"enum":122,"example":123},"ip_version","Protocol family (`4` for IPv4, `6` for IPv6).",[123,124],4,6,{"name":126,"type":102,"description":127,"nullable":28,"format":128,"example":129},"matched_network","Longest-matching routed CIDR prefix in the active Radix\u002FLPM snapshot.","cidr","198.51.100.0\u002F24",{"name":131,"type":132,"description":133,"isRef":28,"children":134},"geo","GeoLocation","Country and city geolocation record (`geo_country` and `geo_city` families).",[135,139,142,145,150,159,165,169,173,177],{"name":136,"type":102,"description":137,"nullable":28,"example":138},"country_code","Effective ISO 3166-1 alpha-2 country code (`\"US\"`, `\"DE\"`, `\"TR\"`).","US",{"name":140,"type":102,"description":141,"nullable":28,"example":138},"declared_country_code","Country code registered in RIR WHOIS\u002FRDAP allocation records or RFC 8805 geofeed.",{"name":143,"type":102,"description":144,"nullable":28,"example":138},"physical_country_code","Country code where active BGP routing and latency triangulation place the infrastructure.",{"name":146,"type":147,"description":148,"required":28,"example":149},"is_virtual_location","boolean","`true` when `declared_country_code` differs from `physical_country_code` (cross-border routed or geofeed-relocated prefix).",false,{"name":151,"type":102,"description":152,"required":28,"enum":153,"example":154},"location_type","How the effective location was resolved by the lookup engine.",[154,155,156,157,158],"physical","declared","virtual","anycast","unknown",{"name":160,"type":161,"description":162,"nullable":28,"range":163,"example":164},"confidence","number","Calibrated geolocation confidence score.","0.0 … 1.0",0.94,{"name":166,"type":102,"description":167,"nullable":28,"example":168},"subdivision","First-level administrative region or state. Included when `geo_city` is licensed.","Virginia",{"name":170,"type":102,"description":171,"nullable":28,"example":172},"city","Resolved city name. Included when `geo_city` is licensed.","Ashburn",{"name":174,"type":107,"description":175,"nullable":28,"example":176},"accuracy_radius_km","Estimated accuracy radius in kilometres around the city centroid. Included when `geo_city` is licensed.",10,{"name":178,"type":102,"description":179,"nullable":28,"format":180,"example":181},"timezone","IANA time zone identifier. Included when `geo_city` is licensed.","iana-tz","America\u002FNew_York",{"name":183,"type":184,"description":185,"isRef":28,"children":186},"network","NetworkInfo","BGP origin autonomous system metadata (`network` family).",[187,191],{"name":188,"type":107,"description":189,"nullable":28,"example":190},"asn","Origin Autonomous System Number without the `AS` prefix.",64501,{"name":192,"type":102,"description":193,"nullable":28,"example":194},"organization","Canonical autonomous system or operator organization name.","Example Cloud LLC",{"name":196,"type":197,"description":198,"isRef":28,"children":199},"connection","ConnectionInfo","Access network classification (`connection` and `hosting` families).",[200,210,213,216,219],{"name":201,"type":102,"description":202,"required":28,"enum":203,"example":207},"connection_type","Primary access network classification.",[204,205,206,207,208,209,158],"residential","mobile","business","hosting","education","government",{"name":211,"type":147,"description":212,"required":28,"example":149},"is_residential","`true` for consumer FTTH, cable, and DSL broadband ISPs.",{"name":214,"type":147,"description":215,"required":28,"example":149},"is_mobile","`true` for cellular carrier gateways (4G\u002F5G CGNAT pools).",{"name":217,"type":147,"description":218,"required":28,"example":149},"is_business","`true` for enterprise leased lines and corporate autonomous systems.",{"name":220,"type":147,"description":221,"required":28,"example":28},"is_hosting","`true` for cloud providers, colocation facilities, and VPS networks.",{"name":223,"type":224,"description":225,"isRef":28,"children":226},"security","SecurityInfo","VPN, proxy, Tor, and hosting anonymizer classification (`anonymity` and `hosting` families).",[227,230,232,235,238,250,253],{"name":228,"type":147,"description":229,"required":28,"example":28},"is_vpn","`true` when the IP is an active commercial or self-hosted VPN exit node.",{"name":220,"type":147,"description":231,"required":28,"example":28},"`true` when routed by a datacenter, cloud, or hosting ASN.",{"name":233,"type":147,"description":234,"required":28,"example":149},"is_tor_exit","`true` when listed in the active Tor Project exit consensus.",{"name":236,"type":147,"description":237,"required":28,"example":149},"is_proxy","`true` for open HTTP\u002FSOCKS proxies and residential proxy relays.",{"name":239,"type":102,"description":240,"required":28,"enum":241,"example":242},"anonymizer_type","Primary anonymizer classification.",[242,243,244,245,246,247,248,249,158],"vpn","proxy","tor_exit","tor_relay","hosting_proxy","apple_private_relay","other_relay","none",{"name":160,"type":161,"description":251,"nullable":28,"range":163,"example":252},"Calibrated anonymity confidence score.",0.96,{"name":254,"type":26,"description":255,"required":28,"example":256},"reason_codes","Deterministic evidence codes explaining why the IP was flagged.",[257,258],"vpn_handshake_confirmed","datacenter_asn_range",{"name":260,"type":261,"description":262,"isRef":28,"children":263},"security_extensions","SecurityExtensions","Extended threat telemetry and scanner recency (`security_extensions` family).",[264,269,272],{"name":265,"type":161,"description":266,"nullable":28,"range":267,"example":268},"abuse_velocity_score","Normalized abuse velocity score from active honeypot and darknet observations.","0 … 100",18,{"name":270,"type":147,"description":271,"nullable":28,"example":149},"is_known_scanner","`true` when the IP has been observed performing internet-wide port or vulnerability scanning.",{"name":273,"type":107,"description":274,"nullable":28,"example":275},"observation_recency_hours","Hours elapsed since the most recent active security or anonymizer observation.",12,{"name":101,"type":102,"description":277,"required":28,"example":104},"Version identifier of the compiled IPScope dataset snapshot serving the response.",{"name":279,"type":102,"description":280,"nullable":28,"format":281,"example":282},"updated_at","ISO 8601 UTC timestamp when the active dataset snapshot was published.","date-time","2026-10-27T00:00:00Z",{"dataset_version":104,"count":109,"results":284},[285,297],{"ip":31,"ip_version":123,"matched_network":129,"geo":286,"network":290,"connection":291,"security":292,"security_extensions":294,"dataset_version":104,"updated_at":282},{"country_code":138,"declared_country_code":138,"physical_country_code":138,"is_virtual_location":149,"location_type":154,"confidence":164,"subdivision":168,"city":172,"postal_code":287,"latitude":288,"longitude":289,"accuracy_radius_km":176,"timezone":181},"20147",39.0438,-77.4874,{"asn":190,"organization":194},{"connection_type":207,"is_hosting":28,"is_residential":149,"is_mobile":149,"is_business":149},{"is_vpn":28,"is_hosting":28,"is_tor_exit":149,"is_proxy":149,"anonymizer_type":242,"confidence":252,"reason_codes":293},[257,258],{"abuse_velocity_score":268,"is_known_scanner":149,"observation_recency_hours":275,"anonymizer_reason":257,"threat_level":295,"abuse_velocity":296,"confidence":252},"medium","low",{"ip":32,"ip_version":123,"matched_network":298,"geo":299,"network":305,"connection":308,"security":309,"dataset_version":104,"updated_at":282},"203.0.113.0\u002F24",{"country_code":300,"declared_country_code":300,"physical_country_code":300,"is_virtual_location":149,"location_type":154,"confidence":301,"subdivision":302,"city":303,"accuracy_radius_km":176,"timezone":304},"DE",0.92,"Hesse","Frankfurt am Main","Europe\u002FBerlin",{"asn":306,"organization":307},24940,"Hetzner Online GmbH",{"connection_type":207,"is_residential":149,"is_mobile":149,"is_business":149,"is_hosting":28},{"is_vpn":149,"is_hosting":28,"is_tor_exit":149,"is_proxy":149,"anonymizer_type":249,"confidence":310,"reason_codes":311},0.91,[258],"\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">{\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"dataset_version\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"2026-10-27T00:00:00Z.crawl-1793088000000\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"count\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 3\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"results\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> [\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">    {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"ip\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"198.51.100.7\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"ip_version\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 4\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"matched_network\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"198.51.100.0\u002F24\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"geo\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"US\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"declared_country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"US\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"physical_country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"US\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_virtual_location\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"location_type\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"physical\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"confidence\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 0.94\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"subdivision\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Virginia\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"city\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Ashburn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"postal_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"20147\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"latitude\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 39.0438\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"longitude\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> -77.4874\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"accuracy_radius_km\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 10\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"timezone\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"America\u002FNew_York\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">      }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"network\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"asn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 64501\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"organization\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Example Cloud LLC\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">      }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"connection\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"connection_type\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"hosting\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_hosting\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> true\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_residential\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_mobile\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_business\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">      }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"security\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_vpn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> true\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_hosting\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> true\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_tor_exit\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_proxy\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"anonymizer_type\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"vpn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"confidence\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 0.96\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"reason_codes\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> [\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-string-expression)\">          \"vpn_handshake_confirmed\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-string-expression)\">          \"datacenter_asn_range\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">        ]\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">      }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"security_extensions\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"abuse_velocity_score\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 18\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_known_scanner\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"observation_recency_hours\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 12\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"anonymizer_reason\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"vpn_handshake_confirmed\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"threat_level\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"medium\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"abuse_velocity\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"low\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"confidence\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 0.96\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">      }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"dataset_version\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"2026-10-27T00:00:00Z.crawl-1793088000000\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"updated_at\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"2026-10-27T00:00:00Z\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">    }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">    {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"ip\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"203.0.113.42\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"ip_version\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 4\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"matched_network\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"203.0.113.0\u002F24\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"geo\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"DE\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"declared_country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"DE\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"physical_country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"DE\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_virtual_location\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"location_type\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"physical\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"confidence\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 0.92\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"subdivision\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Hesse\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"city\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Frankfurt am Main\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"accuracy_radius_km\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 10\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"timezone\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Europe\u002FBerlin\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">      }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"network\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"asn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 24940\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"organization\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Hetzner Online GmbH\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">      }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"connection\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"connection_type\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"hosting\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_residential\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_mobile\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_business\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_hosting\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> true\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">      }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"security\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_vpn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_hosting\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> true\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_tor_exit\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_proxy\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"anonymizer_type\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"none\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"confidence\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 0.91\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"reason_codes\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> [\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-string-expression)\">          \"datacenter_asn_range\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">        ]\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">      }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"dataset_version\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"2026-10-27T00:00:00Z.crawl-1793088000000\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"updated_at\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"2026-10-27T00:00:00Z\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">    }\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">  ]\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">}\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"code":314,"name":315,"description":316,"schema":317,"example":330,"exampleHtml":331},"400","ApiError","Empty ips[] array, more than 100 IPs, or at least one malformed IP address (0 credits charged).",[318,322,326],{"name":319,"type":107,"description":320,"required":28,"example":321},"statusCode","HTTP status code returned by the API gateway.",400,{"name":323,"type":102,"description":324,"required":28,"example":325},"message","Human-readable diagnostic message describing the error condition.","Batch lookup requires between 1 and 100 IP addresses",{"name":327,"type":102,"description":328,"required":28,"example":329},"error","Canonical HTTP error classification.","Bad Request",{"statusCode":321,"message":325,"error":329},"\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">{\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"statusCode\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 400\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"message\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Batch lookup requires between 1 and 100 IP addresses\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"error\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Bad Request\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">}\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"code":333,"name":315,"description":334,"schema":335,"example":342,"exampleHtml":343},"402","Insufficient prepaid credit reservation for ips.length units.",[336,338,340],{"name":319,"type":107,"description":320,"required":28,"example":337},402,{"name":323,"type":102,"description":324,"required":28,"example":339},"Prepaid credit reservation exhausted. Please top up your wallet.",{"name":327,"type":102,"description":328,"required":28,"example":341},"Payment Required",{"statusCode":337,"message":339,"error":341},"\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">{\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"statusCode\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 402\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"message\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Prepaid credit reservation exhausted. Please top up your wallet.\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"error\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Payment Required\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">}\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"code":345,"name":315,"description":346,"schema":347,"example":354,"exampleHtml":355},"403","API key does not have the required batch scope.",[348,350,352],{"name":319,"type":107,"description":320,"required":28,"example":349},403,{"name":323,"type":102,"description":324,"required":28,"example":351},"API key does not have required scope: batch",{"name":327,"type":102,"description":328,"required":28,"example":353},"Forbidden",{"statusCode":349,"message":351,"error":353},"\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">{\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"statusCode\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 403\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"message\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"API key does not have required scope: batch\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"error\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Forbidden\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">}\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"code":357,"name":315,"description":358,"schema":359,"example":366,"exampleHtml":367},"429","Per-user rate limit exceeded (rl:user:\u003CuserId>).",[360,362,364],{"name":319,"type":107,"description":320,"required":28,"example":361},429,{"name":323,"type":102,"description":324,"required":28,"example":363},"Rate limit exceeded (600 req\u002Fmin). Retry after 14s.",{"name":327,"type":102,"description":328,"required":28,"example":365},"Too Many Requests",{"statusCode":361,"message":363,"error":365},"\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">{\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"statusCode\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 429\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"message\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Rate limit exceeded (600 req\u002Fmin). Retry after 14s.\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"error\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Too Many Requests\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">}\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"type":38,"level":39,"text":369,"id":370},"Snapshot consistency & atomic validation","snapshot-consistency-and-atomic-validation",{"type":372,"items":373},"list",[374,375,376],"**Pre-debit validation**: Every address in `ips` is validated via `tryParseIp(ip)` before any credits are debited. If even one address in the array is invalid, the entire request fails with `400 Bad Request` and **0 credits** are charged.","**Pinned snapshot reference**: `LookupController` captures a single `SnapshotLoaderService` snapshot reference at the start of the batch (`const snapshot = this.snapshotLoader.getCurrentSnapshot()`), guaranteeing that all items in `results[]` are evaluated against the exact same `dataset_version` even if an atomic snapshot reload occurs mid-request.","**Order preservation**: `results[]` is returned in the exact index order of the input `ips[]` array.",{"type":38,"level":39,"text":378,"id":379},"Streaming 10,000+ IPs with Official Server SDKs","streaming-10-000-ips-with-official-server-sdks",{"type":16,"text":381},"When enriching large log files, SIEM queues, or backfill datasets with thousands of IPs, use `lookupBatchChunked` or `lookupBatchStream` in any [official server SDK](\u002Fsdks). The SDK automatically deduplicates addresses, checks its local O(1) LRU cache first, and streams 100-IP chunks with bounded concurrency.",{"type":43,"samples":383},[384,387],{"label":56,"lang":57,"code":385,"html":386},"import { IpScopeClient } from '@ipscope\u002Fsdk-node';\n\nconst client = new IpScopeClient({ apiKey: process.env.IPSCOPE_KEY });\n\nfor await (const chunk of client.lookupBatchStream(tenThousandIps, { concurrency: 4 })) {\n  for (const record of chunk.results) {\n    console.log(record.ip, record.geo?.country_code, record.security?.is_vpn);\n  }\n}","\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">import\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> { IpScopeClient } \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">from\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> '@ipscope\u002Fsdk-node'\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">;\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">const\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> =\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> new\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\"> IpScopeClient\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">({ apiKey\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> process\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">env\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">IPSCOPE_KEY\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> });\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">for\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> await\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> (\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">const\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> chunk\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> of\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">.lookupBatchStream\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(tenThousandIps\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> { concurrency\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 4\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> })) {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  for\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> (\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">const\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> record\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> of\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> chunk\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">.results) {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-constant)\">    console\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">.log\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">record\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">.ip\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> record\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">geo\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">?.country_code\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> record\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">security\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">?.is_vpn);\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">  }\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">}\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"label":51,"lang":52,"code":388,"html":389},"import asyncio, os\nfrom ipscope import AsyncIpScopeClient\n\nasync def enrich_logs(ips: list[str]) -> None:\n    async with AsyncIpScopeClient(api_key=os.environ[\"IPSCOPE_KEY\"]) as client:\n        async for record in client.lookup_batch_stream(ips, max_concurrency=4):\n            print(record[\"ip\"], record[\"geo\"][\"country_code\"])","\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">import\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> asyncio\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> os\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">from\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> ipscope \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">import\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> AsyncIpScopeClient\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">async\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> def\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\"> enrich_logs\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-parameter)\">ips\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> list\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">str\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">]\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">) \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">->\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> None\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">:\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    async\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> with\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\"> AsyncIpScopeClient\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(api_key\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">os.environ[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"IPSCOPE_KEY\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">])\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> as\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        async\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> for\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> record \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">in\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">lookup_batch_stream\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(ips, max_concurrency\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">4\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">):\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-function)\">            print\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(record[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"ip\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">], record[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"geo\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">][\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">])\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",[391,392,393,394],{"id":41,"text":40,"level":39},{"id":92,"text":91,"level":39},{"id":370,"text":369,"level":39},{"id":379,"text":378,"level":39},1793226505592]