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DRILL-7534: Convert HTTPD Format Plugin to EVF #2112
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| # Web Server Log Format Plugin (HTTPD) | ||
| This plugin enables Drill to read and query httpd (Apache Web Server) and nginx access logs natively. This plugin uses the work by [Niels Basjes](https://github.com/nielsbasjes | ||
| ) which is available here: https://github.com/nielsbasjes/logparser. | ||
|
|
||
| ## Configuration | ||
| There are five fields which you can to configure in order for Drill to read web server logs. In general the defaults should be fine, however the fields are: | ||
| * **`logFormat`**: The log format string is the format string found in your web server configuration. If you have multiple logFormats then you can add all of them in this | ||
| single parameter separated by a newline (`\n`). The parser will automatically select the first matching format. | ||
| * **`timestampFormat`**: The format of time stamps in your log files. This setting is optional and is almost never needed. | ||
| * **`extensions`**: The file extension of your web server logs. Defaults to `httpd`. | ||
| * **`maxErrors`**: Sets the plugin error tolerance. When set to any value less than `0`, Drill will ignore all errors. If unspecified then maxErrors is 0 which will cause the query to fail on the first error. | ||
| * **`flattenWildcards`**: There are a few variables which Drill extracts into maps. Defaults to `false`. | ||
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| ```json | ||
| "httpd" : { | ||
| "type" : "httpd", | ||
| "logFormat" : "%h %l %u %t \"%r\" %s %b \"%{Referer}i\" \"%{User-agent}i\"", | ||
| "timestampFormat" : "dd/MMM/yyyy:HH:mm:ss ZZ", | ||
| "maxErrors": 0, | ||
| "flattenWildcards": false | ||
| } | ||
| ``` | ||
|
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||
| ## Data Model | ||
| The fields which Drill will return from HTTPD access logs should be fairly self explanatory and should all be mapped to correct data types. For instance, `TIMESTAMP` fields are | ||
| all Drill `TIMESTAMPS` and so forth. | ||
|
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| ### Nested Columns | ||
| The HTTPD parser can produce a few columns of nested data. For instance, the various `query_string` columns are parsed into Drill maps so that if you want to look for a specific | ||
| field, you can do so. | ||
|
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||
| Drill allows you to directly access maps in with the format of: | ||
| ``` | ||
| <table>.<map>.<field> | ||
| ``` | ||
| One note is that in order to access a map, you must assign an alias to your table as shown below: | ||
| ```sql | ||
| SELECT mylogs.`request_firstline_uri_query_$`.`username` AS username | ||
| FROM dfs.test.`logfile.httpd` AS mylogs | ||
|
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| ``` | ||
| In this example, we assign an alias of `mylogs` to the table, the column name is `request_firstline_uri_query_$` and then the individual field within that mapping is `username | ||
| `. This particular example enables you to analyze items in query strings. | ||
|
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| ### Flattening Maps | ||
| In the event that you have a map field that you would like broken into columns rather than getting the nested fields, you can set the `flattenWildcards` option to `true` and | ||
| Drill will create columns for these fields. For example if you have a URI Query option called `username`. If you selected the `flattedWildcards` option, Drill will create a | ||
| field called `request_firstline_uri_query_username`. | ||
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| ** Note that underscores in the field name are replaced with double underscores ** | ||
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| ## Useful Functions | ||
| If you are using Drill to analyze web access logs, there are a few other useful functions which you should know about: | ||
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| * `parse_url(<url>)`: This function accepts a URL as an argument and returns a map of the URL's protocol, authority, host, and path. | ||
| * `parse_query(<query_string>)`: This function accepts a query string and returns a key/value pairing of the variables submitted in the request. | ||
| * `parse_user_agent(<user agent>)`, `parse_user_agent( <useragent field>, <desired field> )`: The function parse_user_agent() takes a user agent string as an argument and | ||
| returns a map of the available fields. Note that not every field will be present in every user agent string. | ||
| [Complete Docs Here](https://github.com/apache/drill/tree/master/contrib/udfs#user-agent-functions) | ||
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| ## Implicit Columns | ||
| Data queried by this plugin will return two implicit columns: | ||
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| * **`_raw`**: This returns the raw, unparsed log line | ||
| * **`_matched`**: Returns `true` or `false` depending on whether the line matched the config string. | ||
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| Thus, if you wanted to see which lines in your log file were not matching the config, you could use the following query: | ||
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| ```sql | ||
| SELECT _raw | ||
| FROM <data> | ||
| WHERE _matched = false | ||
| ``` | ||
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| <?xml version="1.0"?> | ||
| <!-- | ||
|
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||
| Licensed to the Apache Software Foundation (ASF) under one | ||
| or more contributor license agreements. See the NOTICE file | ||
| distributed with this work for additional information | ||
| regarding copyright ownership. The ASF licenses this file | ||
| to you under the Apache License, Version 2.0 (the | ||
| "License"); you may not use this file except in compliance | ||
| with the License. You may obtain a copy of the License at | ||
|
|
||
| http://www.apache.org/licenses/LICENSE-2.0 | ||
|
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||
| Unless required by applicable law or agreed to in writing, software | ||
| distributed under the License is distributed on an "AS IS" BASIS, | ||
| WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| See the License for the specific language governing permissions and | ||
| limitations under the License. | ||
|
|
||
| --> | ||
| <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
| <modelVersion>4.0.0</modelVersion> | ||
| <parent> | ||
| <artifactId>drill-contrib-parent</artifactId> | ||
| <groupId>org.apache.drill.contrib</groupId> | ||
| <version>1.19.0-SNAPSHOT</version> | ||
| </parent> | ||
| <artifactId>drill-format-httpd</artifactId> | ||
| <name>contrib/httpd-format-plugin</name> | ||
|
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| <dependencies> | ||
| <dependency> | ||
| <groupId>org.apache.drill.exec</groupId> | ||
| <artifactId>drill-java-exec</artifactId> | ||
| <version>${project.version}</version> | ||
| </dependency> | ||
|
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| <dependency> | ||
| <groupId>nl.basjes.parse.httpdlog</groupId> | ||
| <artifactId>httpdlog-parser</artifactId> | ||
| <version>5.6</version> | ||
| <exclusions> | ||
| <exclusion> | ||
| <groupId>commons-codec</groupId> | ||
| <artifactId>commons-codec</artifactId> | ||
| </exclusion> | ||
| <exclusion> | ||
| <groupId>commons-logging</groupId> | ||
| <artifactId>commons-logging</artifactId> | ||
| </exclusion> | ||
| </exclusions> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>nl.basjes.parse.useragent</groupId> | ||
| <artifactId>yauaa-logparser</artifactId> | ||
| <version>5.19</version> | ||
| </dependency> | ||
| <!-- Test dependencies --> | ||
| <dependency> | ||
| <groupId>org.apache.drill.exec</groupId> | ||
| <artifactId>drill-java-exec</artifactId> | ||
| <classifier>tests</classifier> | ||
| <version>${project.version}</version> | ||
| <scope>test</scope> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.apache.drill</groupId> | ||
| <artifactId>drill-common</artifactId> | ||
| <classifier>tests</classifier> | ||
| <version>${project.version}</version> | ||
| <scope>test</scope> | ||
| </dependency> | ||
| </dependencies> | ||
| <build> | ||
| <plugins> | ||
| <plugin> | ||
| <artifactId>maven-resources-plugin</artifactId> | ||
| <executions> | ||
| <execution> | ||
| <id>copy-java-sources</id> | ||
| <phase>process-sources</phase> | ||
| <goals> | ||
| <goal>copy-resources</goal> | ||
| </goals> | ||
| <configuration> | ||
| <outputDirectory>${basedir}/target/classes/org/apache/drill/exec/store/httpd | ||
| </outputDirectory> | ||
| <resources> | ||
| <resource> | ||
| <directory>src/main/java/org/apache/drill/exec/store/httpd</directory> | ||
| <filtering>true</filtering> | ||
| </resource> | ||
| </resources> | ||
| </configuration> | ||
| </execution> | ||
| </executions> | ||
| </plugin> | ||
| </plugins> | ||
| </build> | ||
| </project> |
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...rib/format-httpd/src/main/java/org/apache/drill/exec/store/httpd/HttpdLogBatchReader.java
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| /* | ||
| * Licensed to the Apache Software Foundation (ASF) under one | ||
| * or more contributor license agreements. See the NOTICE file | ||
| * distributed with this work for additional information | ||
| * regarding copyright ownership. The ASF licenses this file | ||
| * to you under the Apache License, Version 2.0 (the | ||
| * "License"); you may not use this file except in compliance | ||
| * with the License. You may obtain a copy of the License at | ||
| * | ||
| * http://www.apache.org/licenses/LICENSE-2.0 | ||
| * | ||
| * Unless required by applicable law or agreed to in writing, software | ||
| * distributed under the License is distributed on an "AS IS" BASIS, | ||
| * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| * See the License for the specific language governing permissions and | ||
| * limitations under the License. | ||
| */ | ||
|
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| package org.apache.drill.exec.store.httpd; | ||
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| import org.apache.drill.common.exceptions.CustomErrorContext; | ||
| import org.apache.drill.common.exceptions.UserException; | ||
| import org.apache.drill.common.types.TypeProtos; | ||
| import org.apache.drill.common.types.TypeProtos.MinorType; | ||
| import org.apache.drill.exec.physical.impl.scan.file.FileScanFramework.FileSchemaNegotiator; | ||
| import org.apache.drill.exec.physical.impl.scan.framework.ManagedReader; | ||
| import org.apache.drill.exec.physical.resultSet.ResultSetLoader; | ||
| import org.apache.drill.exec.physical.resultSet.RowSetLoader; | ||
| import org.apache.drill.exec.record.metadata.ColumnMetadata; | ||
| import org.apache.drill.exec.record.metadata.MetadataUtils; | ||
| import org.apache.drill.exec.store.dfs.easy.EasySubScan; | ||
| import org.apache.drill.exec.vector.accessor.ScalarWriter; | ||
| import org.apache.drill.shaded.guava.com.google.common.base.Charsets; | ||
| import org.apache.hadoop.mapred.FileSplit; | ||
| import org.slf4j.Logger; | ||
| import org.slf4j.LoggerFactory; | ||
|
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| import java.io.BufferedReader; | ||
| import java.io.IOException; | ||
| import java.io.InputStream; | ||
| import java.io.InputStreamReader; | ||
|
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| public class HttpdLogBatchReader implements ManagedReader<FileSchemaNegotiator> { | ||
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| private static final Logger logger = LoggerFactory.getLogger(HttpdLogBatchReader.class); | ||
| public static final String RAW_LINE_COL_NAME = "_raw"; | ||
| public static final String MATCHED_COL_NAME = "_matched"; | ||
| private final HttpdLogFormatConfig formatConfig; | ||
| private final int maxRecords; | ||
| private final EasySubScan scan; | ||
| private HttpdParser parser; | ||
| private FileSplit split; | ||
| private InputStream fsStream; | ||
| private RowSetLoader rowWriter; | ||
| private BufferedReader reader; | ||
| private int lineNumber; | ||
| private CustomErrorContext errorContext; | ||
| private ScalarWriter rawLineWriter; | ||
| private ScalarWriter matchedWriter; | ||
| private int errorCount; | ||
|
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|
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| public HttpdLogBatchReader(HttpdLogFormatConfig formatConfig, int maxRecords, EasySubScan scan) { | ||
| this.formatConfig = formatConfig; | ||
| this.maxRecords = maxRecords; | ||
| this.scan = scan; | ||
| } | ||
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| @Override | ||
| public boolean open(FileSchemaNegotiator negotiator) { | ||
| // Open the input stream to the log file | ||
| openFile(negotiator); | ||
| errorContext = negotiator.parentErrorContext(); | ||
| try { | ||
| parser = new HttpdParser(formatConfig.getLogFormat(), formatConfig.getTimestampFormat(), formatConfig.getFlattenWildcards(), scan); | ||
| negotiator.tableSchema(parser.setupParser(), false); | ||
| } catch (Exception e) { | ||
| throw UserException.dataReadError(e) | ||
| .message("Error opening HTTPD file: " + e.getMessage()) | ||
| .addContext(errorContext) | ||
| .build(logger); | ||
| } | ||
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| ResultSetLoader loader = negotiator.build(); | ||
| rowWriter = loader.writer(); | ||
| parser.addFieldsToParser(rowWriter); | ||
| rawLineWriter = addImplicitColumn(RAW_LINE_COL_NAME, MinorType.VARCHAR); | ||
| matchedWriter = addImplicitColumn(MATCHED_COL_NAME, MinorType.BIT); | ||
| return true; | ||
| } | ||
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| @Override | ||
| public boolean next() { | ||
| while (!rowWriter.isFull()) { | ||
| if (!nextLine(rowWriter)) { | ||
| return false; | ||
| } | ||
| } | ||
| return true; | ||
| } | ||
|
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| private boolean nextLine(RowSetLoader rowWriter) { | ||
| String line; | ||
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| // Check if the limit has been reached | ||
| if (rowWriter.limitReached(maxRecords)) { | ||
| return false; | ||
| } | ||
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| try { | ||
| line = reader.readLine(); | ||
| if (line == null) { | ||
| return false; | ||
| } else if (line.isEmpty()) { | ||
| return true; | ||
| } | ||
| } catch (Exception e) { | ||
| throw UserException.dataReadError(e) | ||
| .message("Error reading HTTPD file at line number %d", lineNumber) | ||
| .addContext(e.getMessage()) | ||
| .addContext(errorContext) | ||
| .build(logger); | ||
| } | ||
| // Start the row | ||
| rowWriter.start(); | ||
|
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| try { | ||
| parser.parse(line); | ||
| matchedWriter.setBoolean(true); | ||
| } catch (Exception e) { | ||
| errorCount++; | ||
| if (errorCount >= formatConfig.getMaxErrors()) { | ||
| throw UserException.dataReadError() | ||
| .message("Error reading HTTPD file at line number %d", lineNumber) | ||
| .addContext(e.getMessage()) | ||
| .addContext(errorContext) | ||
| .build(logger); | ||
| } else { | ||
| matchedWriter.setBoolean(false); | ||
| } | ||
| } | ||
|
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| // Write raw line | ||
| rawLineWriter.setString(line); | ||
|
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| // Finish the row | ||
| rowWriter.save(); | ||
| lineNumber++; | ||
|
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| return true; | ||
| } | ||
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| @Override | ||
| public void close() { | ||
| if (fsStream == null) { | ||
| return; | ||
| } | ||
| try { | ||
| fsStream.close(); | ||
| } catch (IOException e) { | ||
| logger.warn("Error when closing HTTPD file: {} {}", split.getPath().toString(), e.getMessage()); | ||
| } | ||
| fsStream = null; | ||
| } | ||
|
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| private void openFile(FileSchemaNegotiator negotiator) { | ||
| split = negotiator.split(); | ||
| try { | ||
| fsStream = negotiator.fileSystem().openPossiblyCompressedStream(split.getPath()); | ||
| } catch (Exception e) { | ||
| throw UserException | ||
| .dataReadError(e) | ||
| .message("Failed to open open input file: %s", split.getPath().toString()) | ||
| .addContext(e.getMessage()) | ||
| .build(logger); | ||
| } | ||
| reader = new BufferedReader(new InputStreamReader(fsStream, Charsets.UTF_8)); | ||
| } | ||
|
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| private ScalarWriter addImplicitColumn(String colName, MinorType type) { | ||
| ColumnMetadata colSchema = MetadataUtils.newScalar(colName, type, TypeProtos.DataMode.OPTIONAL); | ||
| colSchema.setBooleanProperty(ColumnMetadata.EXCLUDE_FROM_WILDCARD, true); | ||
| int index = rowWriter.addColumn(colSchema); | ||
|
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| return rowWriter.scalar(index); | ||
| } | ||
| } |
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