SQL: Introduce support for IP fields (#34758)

IP fields are recognized and can be used through-out the query

Close #32499
This commit is contained in:
Costin Leau 2018-10-24 22:03:11 +03:00 committed by GitHub
parent 98cd7ca861
commit 7570d69254
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13 changed files with 403 additions and 26 deletions

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@ -30,7 +30,6 @@ import java.util.Locale;
import java.util.Map;
import java.util.Map.Entry;
import java.util.function.Function;
import java.util.stream.Collectors;
import static java.lang.String.format;
import static java.util.Calendar.DAY_OF_MONTH;
@ -41,6 +40,7 @@ import static java.util.Calendar.MINUTE;
import static java.util.Calendar.MONTH;
import static java.util.Calendar.SECOND;
import static java.util.Calendar.YEAR;
import static java.util.stream.Collectors.toMap;
/**
* Conversion utilities for conversion of JDBC types to Java type and back
@ -52,9 +52,7 @@ import static java.util.Calendar.YEAR;
*/
final class TypeConverter {
private TypeConverter() {
}
private TypeConverter() {}
private static final long DAY_IN_MILLIS = 60 * 60 * 24 * 1000;
private static final Map<Class<?>, SQLType> javaToJDBC;
@ -64,9 +62,10 @@ final class TypeConverter {
Map<Class<?>, SQLType> aMap = Arrays.stream(DataType.values())
.filter(dataType -> dataType.javaClass() != null
&& dataType != DataType.HALF_FLOAT
&& dataType != DataType.IP
&& dataType != DataType.SCALED_FLOAT
&& dataType != DataType.TEXT)
.collect(Collectors.toMap(dataType -> dataType.javaClass(), dataType -> dataType.jdbcType));
.collect(toMap(dataType -> dataType.javaClass(), dataType -> dataType.jdbcType));
// apart from the mappings in {@code DataType} three more Java classes can be mapped to a {@code JDBCType.TIMESTAMP}
// according to B-4 table from the jdbc4.2 spec
aMap.put(Calendar.class, JDBCType.TIMESTAMP);

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@ -12,7 +12,8 @@ import java.util.Arrays;
import java.util.HashMap;
import java.util.Locale;
import java.util.Map;
import java.util.stream.Collectors;
import static java.util.stream.Collectors.toMap;
/**
* Elasticsearch data types that supported by SQL interface
@ -42,7 +43,13 @@ public enum DataType {
// since ODBC and JDBC interpret precision for Date as display size,
// the precision is 23 (number of chars in ISO8601 with millis) + Z (the UTC timezone)
// see https://github.com/elastic/elasticsearch/issues/30386#issuecomment-386807288
DATE( JDBCType.TIMESTAMP, Timestamp.class, Long.BYTES, 24, 24);
DATE( JDBCType.TIMESTAMP, Timestamp.class, Long.BYTES, 24, 24),
//
// specialized types
//
// IP can be v4 or v6. The latter has 2^128 addresses or 340,282,366,920,938,463,463,374,607,431,768,211,456
// aka 39 chars
IP( JDBCType.VARCHAR, String.class, 39, 39, 0,false, false, true);
// @formatter:on
public static final String ODBC_DATATYPE_PREFIX = "SQL_";
@ -52,8 +59,9 @@ public enum DataType {
static {
jdbcToEs = Arrays.stream(DataType.values())
.filter(dataType -> dataType != TEXT && dataType != NESTED && dataType != SCALED_FLOAT) // Remove duplicates
.collect(Collectors.toMap(dataType -> dataType.jdbcType, dataType -> dataType));
.filter(type -> type != TEXT && type != NESTED
&& type != SCALED_FLOAT && type != IP) // Remove duplicates
.collect(toMap(dataType -> dataType.jdbcType, dataType -> dataType));
odbcToEs = new HashMap<>(36);
@ -238,4 +246,4 @@ public enum DataType {
(isString() && other.isString()) ||
(isNumeric() && other.isNumeric());
}
}
}

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@ -5,6 +5,7 @@
*/
package org.elasticsearch.xpack.sql.expression;
import org.elasticsearch.common.Strings;
import org.elasticsearch.xpack.sql.SqlIllegalArgumentException;
import org.elasticsearch.xpack.sql.expression.Expression.TypeResolution;
import org.elasticsearch.xpack.sql.expression.gen.pipeline.Pipe;
@ -131,16 +132,17 @@ public final class Expressions {
}
public static TypeResolution typeMustBeNumeric(Expression e) {
return e.dataType().isNumeric() ? TypeResolution.TYPE_RESOLVED : new TypeResolution(numericErrorMessage(e));
return e.dataType().isNumeric() ? TypeResolution.TYPE_RESOLVED : new TypeResolution(incorrectTypeErrorMessage(e, "numeric"));
}
public static TypeResolution typeMustBeNumericOrDate(Expression e) {
return e.dataType().isNumeric() || e.dataType() == DataType.DATE ?
TypeResolution.TYPE_RESOLVED :
new TypeResolution(numericErrorMessage(e));
new TypeResolution(incorrectTypeErrorMessage(e, "numeric", "date"));
}
private static String numericErrorMessage(Expression e) {
return "Argument required to be numeric ('" + Expressions.name(e) + "' of type '" + e.dataType().esType + "')";
private static String incorrectTypeErrorMessage(Expression e, String...acceptedTypes) {
return "Argument required to be " + Strings.arrayToDelimitedString(acceptedTypes, " or ")
+ " ('" + Expressions.name(e) + "' type is '" + e.dataType().esType + "')";
}
}
}

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@ -42,7 +42,7 @@ public class In extends NamedExpression implements ScriptWeaver {
public In(Location location, Expression value, List<Expression> list) {
super(location, null, CollectionUtils.combine(list, value), null);
this.value = value;
this.list = list.stream().distinct().collect(Collectors.toList());
this.list = new ArrayList<>(new LinkedHashSet<>(list));
}
@Override

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@ -67,8 +67,8 @@ public class SysTypes extends Command {
@Override
public final void execute(SqlSession session, ActionListener<SchemaRowSet> listener) {
List<List<?>> rows = Stream.of(DataType.values())
// sort by SQL int type (that's what the JDBC/ODBC specs want)
.sorted(Comparator.comparing(t -> t.jdbcType.getVendorTypeNumber()))
// sort by SQL int type (that's what the JDBC/ODBC specs want) followed by name
.sorted(Comparator.comparing((DataType t) -> t.jdbcType.getVendorTypeNumber()).thenComparing(DataType::sqlName))
.map(t -> asList(t.esType.toUpperCase(Locale.ROOT),
t.jdbcType.getVendorTypeNumber(),
//https://docs.microsoft.com/en-us/sql/odbc/reference/appendixes/column-size?view=sql-server-2017

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@ -139,7 +139,7 @@ public class VerifierErrorMessagesTests extends ESTestCase {
}
public void testNotSupportedAggregateOnDate() {
assertEquals("1:8: Argument required to be numeric ('date' of type 'date')",
assertEquals("1:8: Argument required to be numeric ('date' type is 'date')",
verify("SELECT AVG(date) FROM test"));
}

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@ -58,11 +58,11 @@ public class SysParserTests extends ESTestCase {
Command cmd = sql("SYS TYPES").v1();
List<String> names = asList("BYTE", "LONG", "BINARY", "NULL", "INTEGER", "SHORT", "HALF_FLOAT", "SCALED_FLOAT", "FLOAT", "DOUBLE",
"KEYWORD", "TEXT", "BOOLEAN", "DATE", "UNSUPPORTED", "OBJECT", "NESTED");
"KEYWORD", "TEXT", "IP", "BOOLEAN", "DATE", "UNSUPPORTED", "OBJECT", "NESTED");
cmd.execute(null, ActionListener.wrap(r -> {
assertEquals(19, r.columnCount());
assertEquals(17, r.size());
assertEquals(DataType.values().length, r.size());
assertFalse(r.schema().types().contains(DataType.NULL));
// test numeric as signed
assertFalse(r.column(9, Boolean.class));

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@ -183,6 +183,13 @@ public class TypesTests extends ESTestCase {
assertThat(dt.getDataType().esType, is("unsupported"));
}
public void testIpField() {
Map<String, EsField> mapping = loadMapping("mapping-ip.json");
assertThat(mapping.size(), is(1));
EsField dt = mapping.get("ip_addr");
assertThat(dt.getDataType().esType, is("ip"));
}
public void testUnsupportedTypes() {
Map<String, EsField> mapping = loadMapping("mapping-unsupported.json");
EsField dt = mapping.get("range");

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@ -0,0 +1,7 @@
{
"properties" : {
"ip_addr" : {
"type" : "ip"
}
}
}

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@ -8,6 +8,7 @@ package org.elasticsearch.xpack.qa.sql.jdbc;
import org.apache.http.HttpHost;
import org.apache.logging.log4j.LogManager;
import org.elasticsearch.client.Request;
import org.elasticsearch.client.Response;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.common.CheckedBiConsumer;
import org.elasticsearch.common.Strings;
@ -44,6 +45,7 @@ public class DataLoader {
protected static void loadEmpDatasetIntoEs(RestClient client) throws Exception {
loadEmpDatasetIntoEs(client, "test_emp", "employees");
loadEmpDatasetWithExtraIntoEs(client, "test_emp_copy", "employees");
loadLogsDatasetIntoEs(client, "logs", "logs");
makeAlias(client, "test_alias", "test_emp", "test_emp_copy");
makeAlias(client, "test_alias_emp", "test_emp", "test_emp_copy");
}
@ -150,7 +152,7 @@ public class DataLoader {
list.add(dep);
});
request = new Request("POST", "/" + index + "/emp/_bulk");
request = new Request("POST", "/" + index + "/emp/_bulk?refresh=wait_for");
request.addParameter("refresh", "true");
StringBuilder bulk = new StringBuilder();
csvToLines(fileName, (titles, fields) -> {
@ -193,6 +195,58 @@ public class DataLoader {
client.performRequest(request);
}
protected static void loadLogsDatasetIntoEs(RestClient client, String index, String filename) throws Exception {
Request request = new Request("PUT", "/" + index);
XContentBuilder createIndex = JsonXContent.contentBuilder().startObject();
createIndex.startObject("settings");
{
createIndex.field("number_of_shards", 1);
createIndex.field("number_of_replicas", 1);
}
createIndex.endObject();
createIndex.startObject("mappings");
{
createIndex.startObject("_doc");
{
createIndex.startObject("properties");
{
createIndex.startObject("id").field("type", "integer").endObject();
createIndex.startObject("@timestamp").field("type", "date").endObject();
createIndex.startObject("bytes_in").field("type", "integer").endObject();
createIndex.startObject("bytes_out").field("type", "integer").endObject();
createIndex.startObject("client_ip").field("type", "ip").endObject();
createIndex.startObject("client_port").field("type", "integer").endObject();
createIndex.startObject("dest_ip").field("type", "ip").endObject();
createIndex.startObject("status").field("type", "keyword").endObject();
}
createIndex.endObject();
}
createIndex.endObject();
}
createIndex.endObject().endObject();
request.setJsonEntity(Strings.toString(createIndex));
client.performRequest(request);
request = new Request("POST", "/" + index + "/_doc/_bulk?refresh=wait_for");
request.addParameter("refresh", "true");
StringBuilder bulk = new StringBuilder();
csvToLines(filename, (titles, fields) -> {
bulk.append("{\"index\":{\"_id\":\"" + fields.get(0) + "\"}}\n");
bulk.append("{");
for (int f = 0; f < titles.size(); f++) {
if (Strings.hasText(fields.get(f))) {
if (f > 0) {
bulk.append(",");
}
bulk.append('"').append(titles.get(f)).append("\":\"").append(fields.get(f)).append('"');
}
}
bulk.append("}\n");
});
request.setJsonEntity(bulk.toString());
Response response = client.performRequest(request);
}
protected static void loadLibDatasetIntoEs(RestClient client, String index) throws Exception {
Request request = new Request("PUT", "/" + index);
XContentBuilder createIndex = JsonXContent.contentBuilder().startObject();
@ -221,7 +275,7 @@ public class DataLoader {
request.setJsonEntity(Strings.toString(createIndex));
client.performRequest(request);
request = new Request("POST", "/" + index + "/book/_bulk");
request = new Request("POST", "/" + index + "/book/_bulk?refresh=wait_for");
request.addParameter("refresh", "true");
StringBuilder bulk = new StringBuilder();
csvToLines("library", (titles, fields) -> {
@ -236,7 +290,7 @@ public class DataLoader {
bulk.append("}\n");
});
request.setJsonEntity(bulk.toString());
client.performRequest(request);
Response response = client.performRequest(request);
}
protected static void makeAlias(RestClient client, String aliasName, String... indices) throws Exception {
@ -270,4 +324,4 @@ public class DataLoader {
public static InputStream readFromJarUrl(URL source) throws IOException {
return source.openStream();
}
}
}

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@ -152,6 +152,7 @@ showTables
SHOW TABLES;
name | type
logs |BASE TABLE
test_alias |ALIAS
test_alias_emp |ALIAS
test_emp |BASE TABLE

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@ -0,0 +1,198 @@
//
// Tests for IP fields
//
selectAll
SELECT * FROM logs ORDER BY id LIMIT 10;
@timestamp | bytes_in | bytes_out | client_ip | client_port | dest_ip | id | status
------------------------+---------------+---------------+---------------+---------------+---------------+---------------+---------------
2017-11-10T21:15:54Z|47 |388 |10.0.1.1 |9152 |172.27.1.129 |1 |OK
2017-11-10T21:15:39Z|29 |374 |10.0.1.1 |31693 |172.27.1.123 |2 |OK
2017-11-10T21:15:39Z|35 |303 |10.0.1.1 |23625 |172.27.1.113 |3 |OK
2017-11-10T21:15:39Z|36 |312 |10.0.1.1 |9932 |172.27.1.116 |4 |OK
2017-11-10T21:15:40Z|35 |344 |10.0.1.1 |22695 |172.27.1.149 |5 |OK
2017-11-10T21:15:40Z|31 |503 |10.0.1.1 |59811 |172.27.1.122 |6 |OK
2017-11-10T21:15:40Z|35 |458 |10.0.1.7 |57372 |172.27.1.140 |7 |OK
2017-11-10T21:15:41Z|35 |281 |10.0.1.8 |17370 |null |8 |OK
2017-11-10T21:15:41Z|46 |231 |10.0.1.9 |65004 |null |9 |OK
2017-11-10T20:36:07Z|40 |506 |10.0.1.10 |22661 |null |10 |OK
;
selectIpField
SELECT client_ip, dest_ip FROM logs ORDER BY id LIMIT 10;
client_ip | dest_ip
---------------+---------------
10.0.1.1 |172.27.1.129
10.0.1.1 |172.27.1.123
10.0.1.1 |172.27.1.113
10.0.1.1 |172.27.1.116
10.0.1.1 |172.27.1.149
10.0.1.1 |172.27.1.122
10.0.1.7 |172.27.1.140
10.0.1.8 |null
10.0.1.9 |null
10.0.1.10 |null
;
orderByIpv4Field
SELECT client_ip, dest_ip FROM logs ORDER BY client_ip LIMIT 5;
client_ip | dest_ip
---------------+------------------------------
10.0.0.105 |172.27.1.1
10.0.0.107 |172.20.10.8
10.0.0.109 |2001:cafe::470f:60b7:f84a:25b6
10.0.0.113 |90.128.199.24
10.0.0.118 |172.27.1.1
;
orderByIpv6Field
SELECT client_ip, dest_ip FROM logs ORDER BY dest_ip ASC LIMIT 5;
client_ip:s | dest_ip:s
---------------+------------------------------
null |27.58.6.220
10.0.0.147 |90.128.199.24
10.0.0.113 |90.128.199.24
10.0.0.129 |172.16.1.1
10.0.1.177 |172.20.10.1
;
filterExactMatchIpv4
SELECT id, client_ip, dest_ip FROM logs WHERE client_ip = '10.0.1.166' ORDER BY id LIMIT 5;
id | client_ip | dest_ip
---------------+---------------+------------------------------
22 |10.0.1.166 |2001:cafe::ff07:bdcc:bc59:ff9f
24 |10.0.1.166 |2001:cafe::13e1:16fc:8726:1bf8
29 |10.0.1.166 |2001:cafe::ff07:bdcc:bc59:ff9f
33 |10.0.1.166 |2001:cafe::ff07:bdcc:bc59:ff9f
34 |10.0.1.166 |2001:cafe::ff07:bdcc:bc59:ff9e
;
filterExactMatchIpv6
SELECT id, client_ip, dest_ip FROM logs WHERE dest_ip = 'fe80::86ba:3bff:fe05:c3f3' ORDER BY id LIMIT 10;
id | client_ip | dest_ip
---------------+---------------+-------------------------
19 |10.0.1.13 |fe80::86ba:3bff:fe05:c3f3
;
filterRangeIpv4
SELECT id, client_ip, dest_ip FROM logs WHERE client_ip BETWEEN '10.0.1.1' AND '10.0.1.200' ORDER BY id LIMIT 10;
id | client_ip | dest_ip
---------------+---------------+---------------
1 |10.0.1.1 |172.27.1.129
2 |10.0.1.1 |172.27.1.123
3 |10.0.1.1 |172.27.1.113
4 |10.0.1.1 |172.27.1.116
5 |10.0.1.1 |172.27.1.149
6 |10.0.1.1 |172.27.1.122
7 |10.0.1.7 |172.27.1.140
8 |10.0.1.8 |null
9 |10.0.1.9 |null
10 |10.0.1.10 |null
;
filterRangeCIDRIpv4
SELECT id, client_ip, dest_ip FROM logs WHERE client_ip = '10.0.0.0/16' ORDER BY id LIMIT 5;
id | client_ip | dest_ip
---------------+---------------+---------------
1 |10.0.1.1 |172.27.1.129
2 |10.0.1.1 |172.27.1.123
3 |10.0.1.1 |172.27.1.113
4 |10.0.1.1 |172.27.1.116
5 |10.0.1.1 |172.27.1.149
;
filterRangeCIDRIpv6
SELECT id, client_ip, dest_ip FROM logs WHERE dest_ip = '2001:cafe::/48' ORDER BY id LIMIT 5;
id | client_ip | dest_ip
---------------+---------------+------------------------------
20 |10.0.1.199 |2001:cafe::ff07:bdcc:bc59:ff9f
22 |10.0.1.166 |2001:cafe::ff07:bdcc:bc59:ff9f
23 |null |2001:cafe::d46a:9bdc:8126:b00b
24 |10.0.1.166 |2001:cafe::13e1:16fc:8726:1bf8
25 |10.0.1.199 |2001:cafe::ff07:bdcc:bc59:ff9f
;
//
// waiting on https://github.com/elastic/elasticsearch/issues/34799
//
filterInCIDRIpv4-Ignore
SELECT id, client_ip, dest_ip FROM logs WHERE dest_ip IN ('10.0.1.1', '10.0.1.200', '10.0.0.0/16') ORDER BY id LIMIT 10;
id | client_ip | dest_ip
---------------+---------------+------------------------------
20 |10.0.1.199 |2001:cafe::ff07:bdcc:bc59:ff9f
22 |10.0.1.166 |2001:cafe::ff07:bdcc:bc59:ff9f
23 |10.0.1.199 |2001:cafe::d46a:9bdc:8126:b00b
24 |10.0.1.166 |2001:cafe::13e1:16fc:8726:1bf8
;
filterInCIDRIpv6-Ignore
SELECT id, client_ip, dest_ip FROM logs WHERE dest_ip IN ('127.0.0.1', '2001:cafe::13e1:16fc:8726:1bf8', '2001:cafe::/48') ORDER BY id LIMIT 10;
id | client_ip | dest_ip
---------------+---------------+------------------------------
20 |10.0.1.199 |2001:cafe::ff07:bdcc:bc59:ff9f
22 |10.0.1.166 |2001:cafe::ff07:bdcc:bc59:ff9f
23 |10.0.1.199 |2001:cafe::d46a:9bdc:8126:b00b
24 |10.0.1.166 |2001:cafe::13e1:16fc:8726:1bf8
;
groupByIpv4
SELECT client_ip FROM logs GROUP BY client_ip LIMIT 5;
client_ip:s
---------------
null
10.0.0.105
10.0.0.107
10.0.0.109
10.0.0.113
;
groupByIpv6
SELECT dest_ip FROM logs GROUP BY dest_ip ORDER BY dest_ip DESC LIMIT 5;
dest_ip
------------------------------
fe80::a65e:60ff:fee8:fee9
fe80::86ba:3bff:fe05:c3f3
2001:cafe::ff07:bdcc:bc59:ff9f
2001:cafe::ff07:bdcc:bc59:ff9e
2001:cafe::ff07:bdcc:bc59:ff9d
;
groupByIpv4AndIpv6
SELECT client_ip, dest_ip FROM logs GROUP BY client_ip, dest_ip ORDER BY dest_ip DESC LIMIT 5;
client_ip | dest_ip
---------------+------------------------------
10.0.1.222 |fe80::a65e:60ff:fee8:fee9
10.0.1.13 |fe80::86ba:3bff:fe05:c3f3
null |2001:cafe::ff07:bdcc:bc59:ff9f
10.0.1.166 |2001:cafe::ff07:bdcc:bc59:ff9f
10.0.1.199 |2001:cafe::ff07:bdcc:bc59:ff9f
;
groupByIpv4AndPort
SELECT client_ip, client_port FROM logs GROUP BY client_ip, client_port ORDER BY client_port DESC LIMIT 5;
client_ip | client_port
---------------+---------------
10.0.1.9 |65004
10.0.0.129 |63982
null |63238
null |61337
null |61220
;

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@ -0,0 +1,101 @@
id,@timestamp,bytes_in,bytes_out,client_ip,client_port,dest_ip,status
1,2017-11-10T21:15:54Z,47,388,10.0.1.1,9152,172.27.1.129,OK
2,2017-11-10T21:15:39Z,29,374,10.0.1.1,31693,172.27.1.123,OK
3,2017-11-10T21:15:39Z,35,303,10.0.1.1,23625,172.27.1.113,OK
4,2017-11-10T21:15:39Z,36,312,10.0.1.1,9932,172.27.1.116,OK
5,2017-11-10T21:15:40Z,35,344,10.0.1.1,22695,172.27.1.149,OK
6,2017-11-10T21:15:40Z,31,503,10.0.1.1,59811,172.27.1.122,OK
7,2017-11-10T21:15:40Z,35,458,10.0.1.7,57372,172.27.1.140,OK
8,2017-11-10T21:15:41Z,35,281,10.0.1.8,17370,,OK
9,2017-11-10T21:15:41Z,46,231,10.0.1.9,65004,,OK
10,2017-11-10T20:36:07Z,40,506,10.0.1.10,22661,,OK
11,2017-11-10T20:36:08Z,34,471,10.0.1.11,16752,172.27.1.131,OK
12,2017-11-10T20:36:07Z,39,503,10.0.1.12,19479,172.27.1.103,OK
13,2017-11-10T20:36:07Z,29,502,10.0.1.13,2326,172.27.1.139,OK
14,2017-11-10T20:36:15Z,35,280,10.0.1.13,51758,172.27.1.129,OK
15,2017-11-10T20:36:15Z,38,225,,22994,172.27.1.139,OK
16,2017-11-10T20:35:54Z,35,326,,5505,172.27.1.120,OK
17,2017-11-10T20:35:54Z,46,466,10.0.1.13,3666,172.27.1.103,OK
18,2017-11-10T20:35:55Z,42,238,10.0.1.13,23791,172.27.1.111,OK
19,2017-11-10T17:54:43Z,16,,10.0.1.13,,fe80::86ba:3bff:fe05:c3f3,OK
20,2017-11-10T23:23:24Z,40,,10.0.1.199,,2001:cafe::ff07:bdcc:bc59:ff9f,OK
21,2017-11-10T17:54:59Z,24,,10.0.1.222,,fe80::a65e:60ff:fee8:fee9,OK
22,2017-11-10T21:13:27Z,20,,10.0.1.166,,2001:cafe::ff07:bdcc:bc59:ff9f,OK
23,2017-11-10T22:37:41Z,24,,,,2001:cafe::d46a:9bdc:8126:b00b,OK
24,2017-11-10T20:34:43Z,8,,10.0.1.166,,2001:cafe::13e1:16fc:8726:1bf8,OK
25,2017-11-10T23:30:46Z,40,,10.0.1.199,,2001:cafe::ff07:bdcc:bc59:ff9f,OK
26,2017-11-10T21:13:16Z,20,,,,2001:cafe::ff07:bdcc:bc59:ff9f,OK
27,2017-11-10T23:36:32Z,0,,10.0.1.199,,2001:cafe::13e1:16fc:8726:1bf8,OK
28,2017-11-10T23:36:33Z,40,,10.0.1.199,,2001:cafe::ff07:bdcc:bc59:ff9f,OK
29,2017-11-10T20:35:26Z,20,,10.0.1.166,,2001:cafe::ff07:bdcc:bc59:ff9f,OK
30,2017-11-10T23:36:41Z,8,,,,2001:cafe::13e1:16fc:8726:1bf8,OK
31,2017-11-10T23:56:36Z,8,,10.0.1.199,,2001:cafe::13e1:16fc:8726:1bf8,OK
32,2017-11-10T20:29:25Z,32,,10.0.1.177,59769,172.20.10.1,Error
33,2017-11-10T21:35:01Z,20,,10.0.1.166,,2001:cafe::ff07:bdcc:bc59:ff9f,OK
34,2017-11-10T21:12:17Z,20,,10.0.1.166,,2001:cafe::ff07:bdcc:bc59:ff9e,OK
35,2017-11-10T23:17:14Z,40,,10.0.1.199,,2001:cafe::ff07:bdcc:bc59:ff9d,OK
36,2017-11-10T23:28:11Z,8,,10.0.1.199,,2001:cafe::13e1:16fc:8726:1bf8,OK
37,2017-11-10T22:36:27Z,8,,10.0.1.199,,2001:cafe::13e1:16fc:8726:1bf8,OK
38,2017-11-10T20:35:55Z,36,281,,58533,172.27.1.1,OK
39,2017-11-10T20:35:55Z,25,273,,39211,,OK
40,2017-11-10T20:35:55Z,34,253,,37971,172.27.1.1,OK
41,2017-11-10T20:35:55Z,41,503,,47831,172.27.1.1,OK
42,2017-11-10T21:34:49Z,28,,,,27.58.6.220,Error
43,2017-11-10T20:35:55Z,28,206,10.0.1.200,31000,172.27.1.1,OK
44,2017-11-10T20:14:04Z,8,,10.0.1.201,,2001:cafe::13e1:16fc:8726:1bf8,OK
45,2017-11-10T19:38:06Z,37,239,10.0.1.202,3577,172.27.1.1,OK
46,2017-11-10T21:14:18Z,8,,10.0.1.203,,2001:cafe::13e1:16fc:8726:1bf8,OK
47,2017-11-10T20:35:56Z,34,202,10.0.1.204,49112,172.27.1.1,OK
48,2017-11-10T20:53:05Z,8,,10.0.1.205,,2001:cafe::13e1:16fc:8726:1bf8,OK
49,2017-11-10T21:25:42Z,8,,10.0.1.206,,2001:cafe::13e1:16fc:8726:1bf9,OK
50,2017-11-10T21:14:44Z,8,,10.0.1.207,,2001:cafe::13e1:16fc:8726:1bf4,OK
51,2017-11-10T21:28:34Z,8,,10.0.1.208,,2001:cafe::13e1:16fc:8726:1bf3,OK
52,2017-11-10T20:35:55Z,34,227,,63238,172.27.1.1,OK
53,2017-11-10T20:15:24Z,8,,,,2001:cafe::13e1:16fc:8726:1bf8,OK
54,2017-11-10T20:35:57Z,37,239,,61337,172.27.1.1,OK
55,2017-11-10T17:14:10Z,16,,10.0.1.222,,2001:cafe::a98d:374:79e4:4865,OK
56,2017-11-10T20:35:57Z,38,476,10.0.1.200,53720,172.27.1.1,OK
57,2017-11-10T23:22:13Z,8,,10.0.1.201,,2001:cafe::13e1:16fc:8726:1bf8,OK
58,2017-11-10T20:32:57Z,8,,10.0.1.202,,2001:cafe::13e1:16fc:8726:1bf7,OK
59,2017-11-10T21:24:00Z,8,,10.0.1.203,,2001:cafe::13e1:16fc:8726:1bf6,OK
60,2017-11-10T20:35:56Z,32,503,10.0.1.204,19382,172.27.1.1,OK
61,2017-11-10T23:43:10Z,0,,10.0.1.205,,2001:cafe::13e1:16fc:8726:1bf8,OK
62,2017-11-10T20:35:57Z,30,169,10.0.1.206,47532,172.27.1.1,OK
63,2017-11-10T20:21:58Z,20,,10.0.1.207,,2001:cafe::ff07:bdcc:bc59:ff9f,OK
64,2017-11-10T20:35:57Z,41,271,10.0.1.208,16227,,OK
65,2017-11-10T20:33:06Z,28,,10.0.1.166,,172.27.1.1,Error
66,2017-11-10T20:35:57Z,33,185,,28928,172.27.1.1,OK
67,2017-11-10T20:26:21Z,20,,,,2001:cafe::ff07:bdcc:bc59:ff9f,OK
68,2017-11-10T21:23:25Z,20,,,,2001:cafe::ff07:bdcc:bc59:ff9f,OK
69,2017-11-10T21:23:54Z,8,,10.0.1.166,,2001:cafe::13e1:16fc:8726:1bf8,OK
70,2017-11-10T20:35:57Z,35,234,10.0.1.166,54994,172.27.1.1,OK
71,2017-11-10T00:27:03Z,48,,10.0.1.122,,2001:cafe::470f:60b7:f84a:25b6,OK
72,2017-11-10T00:27:46Z,48,,10.0.1.122,,2001:cafe::470f:60b7:f84a:25b6,OK
73,2017-11-10T20:35:58Z,35,223,,20163,172.27.1.1,OK
74,2017-11-10T20:35:57Z,32,501,10.0.1.166,51275,172.27.1.1,OK
75,2017-11-10T22:27:09Z,20,,10.0.1.199,,2001:cafe::ff07:bdcc:bc59:ff9f,OK
76,2017-11-10T20:35:58Z,45,493,10.0.1.166,1193,172.27.1.1,OK
77,2017-11-10T22:26:44Z,20,,10.0.1.199,,2001:cafe::ff07:bdcc:bc59:ff9f,OK
78,2017-11-10T22:27:31Z,8,,10.0.1.199,,2001:cafe::13e1:16fc:8726:1bf8,OK
79,2017-11-10T20:35:52Z,47,246,,24564,172.27.1.1,OK
80,2017-11-10T00:00:22Z,48,,10.0.1.122,,2001:cafe::470f:60b7:f84a:25b6,OK
81,2017-11-10T20:35:52Z,37,420,10.0.1.166,40542,172.27.1.1,OK
82,2017-11-10T00:01:20Z,48,,10.0.1.122,,2001:cafe::470f:60b7:f84a:25b6,OK
83,2017-11-10T00:01:04Z,48,,10.0.1.122,,2001:cafe::470f:60b7:f84a:25b6,OK
84,2017-11-10T00:32:48Z,48,,10.0.1.122,,2001:cafe::470f:60b7:f84a:25b5,OK
85,2017-11-10T00:01:45Z,48,,10.0.1.122,,2001:cafe::470f:60b7:f84a:25b4,OK
86,2017-11-10T20:36:08Z,38,509,,61220,172.27.1.1,OK
87,2017-11-10T21:17:37Z,38,226,10.0.0.144,26602,,OK
88,2017-11-10T20:06:49Z,30,,10.0.0.147,53240,90.128.199.24,Error
89,2017-11-10T21:17:37Z,44,284,10.0.0.118,49479,172.27.1.1,OK
90,2017-11-10T19:51:38Z,28,,10.0.0.130,,203.131.98.151,Error
91,2017-11-10T19:51:38Z,28,,10.0.0.107,,172.20.10.8,Error
92,2017-11-10T20:06:50Z,34,215,10.0.0.113,25162,90.128.199.24,OK
93,2017-11-10T21:17:46Z,33,185,10.0.0.129,63982,172.27.1.1,OK
94,2017-11-10T19:51:38Z,28,,10.0.0.130,,203.131.98.151,Error
95,2017-11-10T21:17:46Z,28,321,10.0.0.105,4292,172.27.1.1,OK
96,2017-11-10T00:04:50Z,48,,10.0.0.109,,2001:cafe::470f:60b7:f84a:25b6,OK
97,2017-11-10T21:17:48Z,30,280,10.0.0.145,57783,172.27.1.1,OK
98,2017-11-10T21:12:24Z,74,90,10.0.0.134,57203,172.20.10.1,OK
99,2017-11-10T21:17:37Z,39,512,10.0.0.128,29333,,OK
100,2017-11-10T03:21:36Z,64,183,10.0.0.129,4541,172.16.1.1,OK
1 id @timestamp bytes_in bytes_out client_ip client_port dest_ip status
2 1 2017-11-10T21:15:54Z 47 388 10.0.1.1 9152 172.27.1.129 OK
3 2 2017-11-10T21:15:39Z 29 374 10.0.1.1 31693 172.27.1.123 OK
4 3 2017-11-10T21:15:39Z 35 303 10.0.1.1 23625 172.27.1.113 OK
5 4 2017-11-10T21:15:39Z 36 312 10.0.1.1 9932 172.27.1.116 OK
6 5 2017-11-10T21:15:40Z 35 344 10.0.1.1 22695 172.27.1.149 OK
7 6 2017-11-10T21:15:40Z 31 503 10.0.1.1 59811 172.27.1.122 OK
8 7 2017-11-10T21:15:40Z 35 458 10.0.1.7 57372 172.27.1.140 OK
9 8 2017-11-10T21:15:41Z 35 281 10.0.1.8 17370 OK
10 9 2017-11-10T21:15:41Z 46 231 10.0.1.9 65004 OK
11 10 2017-11-10T20:36:07Z 40 506 10.0.1.10 22661 OK
12 11 2017-11-10T20:36:08Z 34 471 10.0.1.11 16752 172.27.1.131 OK
13 12 2017-11-10T20:36:07Z 39 503 10.0.1.12 19479 172.27.1.103 OK
14 13 2017-11-10T20:36:07Z 29 502 10.0.1.13 2326 172.27.1.139 OK
15 14 2017-11-10T20:36:15Z 35 280 10.0.1.13 51758 172.27.1.129 OK
16 15 2017-11-10T20:36:15Z 38 225 22994 172.27.1.139 OK
17 16 2017-11-10T20:35:54Z 35 326 5505 172.27.1.120 OK
18 17 2017-11-10T20:35:54Z 46 466 10.0.1.13 3666 172.27.1.103 OK
19 18 2017-11-10T20:35:55Z 42 238 10.0.1.13 23791 172.27.1.111 OK
20 19 2017-11-10T17:54:43Z 16 10.0.1.13 fe80::86ba:3bff:fe05:c3f3 OK
21 20 2017-11-10T23:23:24Z 40 10.0.1.199 2001:cafe::ff07:bdcc:bc59:ff9f OK
22 21 2017-11-10T17:54:59Z 24 10.0.1.222 fe80::a65e:60ff:fee8:fee9 OK
23 22 2017-11-10T21:13:27Z 20 10.0.1.166 2001:cafe::ff07:bdcc:bc59:ff9f OK
24 23 2017-11-10T22:37:41Z 24 2001:cafe::d46a:9bdc:8126:b00b OK
25 24 2017-11-10T20:34:43Z 8 10.0.1.166 2001:cafe::13e1:16fc:8726:1bf8 OK
26 25 2017-11-10T23:30:46Z 40 10.0.1.199 2001:cafe::ff07:bdcc:bc59:ff9f OK
27 26 2017-11-10T21:13:16Z 20 2001:cafe::ff07:bdcc:bc59:ff9f OK
28 27 2017-11-10T23:36:32Z 0 10.0.1.199 2001:cafe::13e1:16fc:8726:1bf8 OK
29 28 2017-11-10T23:36:33Z 40 10.0.1.199 2001:cafe::ff07:bdcc:bc59:ff9f OK
30 29 2017-11-10T20:35:26Z 20 10.0.1.166 2001:cafe::ff07:bdcc:bc59:ff9f OK
31 30 2017-11-10T23:36:41Z 8 2001:cafe::13e1:16fc:8726:1bf8 OK
32 31 2017-11-10T23:56:36Z 8 10.0.1.199 2001:cafe::13e1:16fc:8726:1bf8 OK
33 32 2017-11-10T20:29:25Z 32 10.0.1.177 59769 172.20.10.1 Error
34 33 2017-11-10T21:35:01Z 20 10.0.1.166 2001:cafe::ff07:bdcc:bc59:ff9f OK
35 34 2017-11-10T21:12:17Z 20 10.0.1.166 2001:cafe::ff07:bdcc:bc59:ff9e OK
36 35 2017-11-10T23:17:14Z 40 10.0.1.199 2001:cafe::ff07:bdcc:bc59:ff9d OK
37 36 2017-11-10T23:28:11Z 8 10.0.1.199 2001:cafe::13e1:16fc:8726:1bf8 OK
38 37 2017-11-10T22:36:27Z 8 10.0.1.199 2001:cafe::13e1:16fc:8726:1bf8 OK
39 38 2017-11-10T20:35:55Z 36 281 58533 172.27.1.1 OK
40 39 2017-11-10T20:35:55Z 25 273 39211 OK
41 40 2017-11-10T20:35:55Z 34 253 37971 172.27.1.1 OK
42 41 2017-11-10T20:35:55Z 41 503 47831 172.27.1.1 OK
43 42 2017-11-10T21:34:49Z 28 27.58.6.220 Error
44 43 2017-11-10T20:35:55Z 28 206 10.0.1.200 31000 172.27.1.1 OK
45 44 2017-11-10T20:14:04Z 8 10.0.1.201 2001:cafe::13e1:16fc:8726:1bf8 OK
46 45 2017-11-10T19:38:06Z 37 239 10.0.1.202 3577 172.27.1.1 OK
47 46 2017-11-10T21:14:18Z 8 10.0.1.203 2001:cafe::13e1:16fc:8726:1bf8 OK
48 47 2017-11-10T20:35:56Z 34 202 10.0.1.204 49112 172.27.1.1 OK
49 48 2017-11-10T20:53:05Z 8 10.0.1.205 2001:cafe::13e1:16fc:8726:1bf8 OK
50 49 2017-11-10T21:25:42Z 8 10.0.1.206 2001:cafe::13e1:16fc:8726:1bf9 OK
51 50 2017-11-10T21:14:44Z 8 10.0.1.207 2001:cafe::13e1:16fc:8726:1bf4 OK
52 51 2017-11-10T21:28:34Z 8 10.0.1.208 2001:cafe::13e1:16fc:8726:1bf3 OK
53 52 2017-11-10T20:35:55Z 34 227 63238 172.27.1.1 OK
54 53 2017-11-10T20:15:24Z 8 2001:cafe::13e1:16fc:8726:1bf8 OK
55 54 2017-11-10T20:35:57Z 37 239 61337 172.27.1.1 OK
56 55 2017-11-10T17:14:10Z 16 10.0.1.222 2001:cafe::a98d:374:79e4:4865 OK
57 56 2017-11-10T20:35:57Z 38 476 10.0.1.200 53720 172.27.1.1 OK
58 57 2017-11-10T23:22:13Z 8 10.0.1.201 2001:cafe::13e1:16fc:8726:1bf8 OK
59 58 2017-11-10T20:32:57Z 8 10.0.1.202 2001:cafe::13e1:16fc:8726:1bf7 OK
60 59 2017-11-10T21:24:00Z 8 10.0.1.203 2001:cafe::13e1:16fc:8726:1bf6 OK
61 60 2017-11-10T20:35:56Z 32 503 10.0.1.204 19382 172.27.1.1 OK
62 61 2017-11-10T23:43:10Z 0 10.0.1.205 2001:cafe::13e1:16fc:8726:1bf8 OK
63 62 2017-11-10T20:35:57Z 30 169 10.0.1.206 47532 172.27.1.1 OK
64 63 2017-11-10T20:21:58Z 20 10.0.1.207 2001:cafe::ff07:bdcc:bc59:ff9f OK
65 64 2017-11-10T20:35:57Z 41 271 10.0.1.208 16227 OK
66 65 2017-11-10T20:33:06Z 28 10.0.1.166 172.27.1.1 Error
67 66 2017-11-10T20:35:57Z 33 185 28928 172.27.1.1 OK
68 67 2017-11-10T20:26:21Z 20 2001:cafe::ff07:bdcc:bc59:ff9f OK
69 68 2017-11-10T21:23:25Z 20 2001:cafe::ff07:bdcc:bc59:ff9f OK
70 69 2017-11-10T21:23:54Z 8 10.0.1.166 2001:cafe::13e1:16fc:8726:1bf8 OK
71 70 2017-11-10T20:35:57Z 35 234 10.0.1.166 54994 172.27.1.1 OK
72 71 2017-11-10T00:27:03Z 48 10.0.1.122 2001:cafe::470f:60b7:f84a:25b6 OK
73 72 2017-11-10T00:27:46Z 48 10.0.1.122 2001:cafe::470f:60b7:f84a:25b6 OK
74 73 2017-11-10T20:35:58Z 35 223 20163 172.27.1.1 OK
75 74 2017-11-10T20:35:57Z 32 501 10.0.1.166 51275 172.27.1.1 OK
76 75 2017-11-10T22:27:09Z 20 10.0.1.199 2001:cafe::ff07:bdcc:bc59:ff9f OK
77 76 2017-11-10T20:35:58Z 45 493 10.0.1.166 1193 172.27.1.1 OK
78 77 2017-11-10T22:26:44Z 20 10.0.1.199 2001:cafe::ff07:bdcc:bc59:ff9f OK
79 78 2017-11-10T22:27:31Z 8 10.0.1.199 2001:cafe::13e1:16fc:8726:1bf8 OK
80 79 2017-11-10T20:35:52Z 47 246 24564 172.27.1.1 OK
81 80 2017-11-10T00:00:22Z 48 10.0.1.122 2001:cafe::470f:60b7:f84a:25b6 OK
82 81 2017-11-10T20:35:52Z 37 420 10.0.1.166 40542 172.27.1.1 OK
83 82 2017-11-10T00:01:20Z 48 10.0.1.122 2001:cafe::470f:60b7:f84a:25b6 OK
84 83 2017-11-10T00:01:04Z 48 10.0.1.122 2001:cafe::470f:60b7:f84a:25b6 OK
85 84 2017-11-10T00:32:48Z 48 10.0.1.122 2001:cafe::470f:60b7:f84a:25b5 OK
86 85 2017-11-10T00:01:45Z 48 10.0.1.122 2001:cafe::470f:60b7:f84a:25b4 OK
87 86 2017-11-10T20:36:08Z 38 509 61220 172.27.1.1 OK
88 87 2017-11-10T21:17:37Z 38 226 10.0.0.144 26602 OK
89 88 2017-11-10T20:06:49Z 30 10.0.0.147 53240 90.128.199.24 Error
90 89 2017-11-10T21:17:37Z 44 284 10.0.0.118 49479 172.27.1.1 OK
91 90 2017-11-10T19:51:38Z 28 10.0.0.130 203.131.98.151 Error
92 91 2017-11-10T19:51:38Z 28 10.0.0.107 172.20.10.8 Error
93 92 2017-11-10T20:06:50Z 34 215 10.0.0.113 25162 90.128.199.24 OK
94 93 2017-11-10T21:17:46Z 33 185 10.0.0.129 63982 172.27.1.1 OK
95 94 2017-11-10T19:51:38Z 28 10.0.0.130 203.131.98.151 Error
96 95 2017-11-10T21:17:46Z 28 321 10.0.0.105 4292 172.27.1.1 OK
97 96 2017-11-10T00:04:50Z 48 10.0.0.109 2001:cafe::470f:60b7:f84a:25b6 OK
98 97 2017-11-10T21:17:48Z 30 280 10.0.0.145 57783 172.27.1.1 OK
99 98 2017-11-10T21:12:24Z 74 90 10.0.0.134 57203 172.20.10.1 OK
100 99 2017-11-10T21:17:37Z 39 512 10.0.0.128 29333 OK
101 100 2017-11-10T03:21:36Z 64 183 10.0.0.129 4541 172.16.1.1 OK