[2]Clickhouse列式存储的明日之星:创建和添加数据

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ClickHouse 是一款OLAP的工具

OLTP(on-line transaction processing)翻译为联机事务处理, OLAP(On-Line Analytical Processing)翻译为联机分析处理,从字面上来看OLTP是做事务处理,OLAP是做分析处理。从对数据库操作来看,OLTP主要是对数据的增删改,OLAP是对数据的查询。

OLTP主要用来记录某类业务事件的发生,如购买行为,当行为产生后,系统会记录是谁在何时何地做了何事,这样的一行(或多行)数据会以增删改的方式在数据库中进行数据的更新处理操作,要求实时性高、稳定性强、确保数据及时更新成功,像公司常见的业务系统如ERP,CRM,OA等系统都属于OLTP。当数据积累到一定的程度,我们需要对过去发生的事情做一个总结分析时,就需要把过去一段时间内产生的数据拿出来进行统计分析,从中获取我们想要的信息,为公司做决策提供支持,这时候就是在做OLAP了。

下面是OLAP应用场景的主要关注点

  • 绝大部分场景都是读操作
  • 数据都是一次性大批量更新(一次更新1000 行)
  • 数据被添加到数据库后并不修改
  • 对于读取操作,大量的行都从数据库里面提取出来,但是只对小量列进行统计
  • 数据表里面的属性比较多
  • 查询的评率很低,通常每次个服务器只读取数百次
  • 对于大量的查询,50毫秒的延时是允许的。
  • 列值的长度相对比较短,比如一个URL就60个字节
  • 单次查询每秒需要处理非常高的吞吐量(每秒每个服务器可能要处理10亿行数据)
  • 不需要考虑事务处理
  • 对于数据一致性低要求
  • 查询结果的数量远远小于原始数据,其结果能够在单台的机器上用内存储存,换句话说,数据在返回前被过滤或者聚合过了

显而易见,OLAP场景和OLTP或者键值对的场景大大不一样。所以不能用常规的OLTP的数据库区(传统的关系型数据库,文档数据库,键值对数据库,比如,Oracle, MongoDB,Redis)来处理实时联机分析查询的场景;否则其性能会惨不忍睹!

Clickhouse 自带的客户端

安装Clickhouse,其默认会提供一个UI,供大家尝试。比如笔者在阿里云安装好一个Clickhouse之后,就可以通过外网下面类似的外网地址打开。

需要注意的是,其默认智能在本地访问,如果要通过互联网访问,则需要修改config.xml
把 被注释的部分"<listen_host>::</listen_host>" 取消注释即可!
其路径如下:

vi  /etc/clickhouse-server/config.xml

<?xml version="1.0"?>
<clickhouse>
    <logger>
        <level>trace</level>
        <log>/var/log/clickhouse-server/clickhouse-server.log</log>
        <errorlog>/var/log/clickhouse-server/clickhouse-server.err.log</errorlog>
        <size>1000M</size>
        <count>10</count>
       
        <!--
        <levels>
          <logger>
            <name>ContextAccess (default)</name>
            <level>none</level>
          </logger>
          <logger>
            <name>DatabaseOrdinary (test)</name>
            <level>none</level>
          </logger>
        </levels>
    </logger>
    <http_port>8123</http_port>
    <tcp_port>9000</tcp_port>
    <mysql_port>9004</mysql_port>
    <postgresql_port>9005</postgresql_port>
    <interserver_http_port>9009</interserver_http_port>
    <listen_host>::</listen_host>
    <max_connections>4096</max_connections>
    <keep_alive_timeout>3</keep_alive_timeout>
    <grpc>
        <enable_ssl>false</enable_ssl>
        <!-- The following two files are used only if enable_ssl=1 -->
        <ssl_cert_file>/path/to/ssl_cert_file</ssl_cert_file>
        <ssl_key_file>/path/to/ssl_key_file</ssl_key_file>
        <!-- Whether server will request client for a certificate -->
        <ssl_require_client_auth>false</ssl_require_client_auth>
        <!-- The following file is used only if ssl_require_client_auth=1 -->
        <ssl_ca_cert_file>/path/to/ssl_ca_cert_file</ssl_ca_cert_file>
        <compression>deflate</compression>
        <compression_level>medium</compression_level>
        <!-- Send/receive message size limits in bytes. -1 means unlimited -->
        <max_send_message_size>-1</max_send_message_size>
        <max_receive_message_size>-1</max_receive_message_size>
        <!-- Enable if you want very detailed logs -->
        <verbose_logs>false</verbose_logs>
    </grpc
    <openSSL>
        <server> 
            <certificateFile>/etc/clickhouse-server/server.crt</certificateFile>
            <privateKeyFile>/etc/clickhouse-server/server.key</privateKeyFile>
            <dhParamsFile>/etc/clickhouse-server/dhparam.pem</dhParamsFile>
            <verificationMode>none</verificationMode>
            <loadDefaultCAFile>true</loadDefaultCAFile>
            <cacheSessions>true</cacheSessions>
            <disableProtocols>sslv2,sslv3</disableProtocols>
            <preferServerCiphers>true</preferServerCiphers>
        </server>

        <client> 
            <loadDefaultCAFile>true</loadDefaultCAFile>
            <cacheSessions>true</cacheSessions>
            <disableProtocols>sslv2,sslv3</disableProtocols>
            <preferServerCiphers>true</preferServerCiphers>
            <invalidCertificateHandler>
                <name>RejectCertificateHandler</name>
            </invalidCertificateHandler>
        </client>
    </openSSL>
    <!-- Maximum number of concurrent queries. -->
    <max_concurrent_queries>100</max_concurrent_queries>
    <max_server_memory_usage>0</max_server_memory_usage>
    <max_thread_pool_size>10000</max_thread_pool_size>
    <max_server_memory_usage_to_ram_ratio>0.9</max_server_memory_usage_to_ram_ratio>
    <total_memory_profiler_step>4194304</total_memory_profiler_step>
 <total_memory_tracker_sample_probability>0</total_memory_tracker_sample_probability>
    <uncompressed_cache_size>8589934592</uncompressed_cache_size>
    <mark_cache_size>5368709120</mark_cache_size>
    <mmap_cache_size>1000</mmap_cache_size>
    <!-- Cache size in bytes for compiled expressions.-->
    <compiled_expression_cache_size>134217728</compiled_expression_cache_size>
    <!-- Cache size in elements for compiled expressions.--> <compiled_expression_cache_elements_size>10000</compiled_expression_cache_elements_size>

    <!-- Path to data directory, with trailing slash. -->
    <path>/var/lib/clickhouse/</path>

    <!-- Path to temporary data for processing hard queries. -->
    <tmp_path>/var/lib/clickhouse/tmp/</tmp_path>

    <!-- Policy from the <storage_configuration> for the temporary files.
         If not set <tmp_path> is used, otherwise <tmp_path> is ignored.

         Notes:
         - move_factor              is ignored
         - keep_free_space_bytes    is ignored
         - max_data_part_size_bytes is ignored
         - you must have exactly one volume in that policy
    -->
    <!-- <tmp_policy>tmp</tmp_policy> -->

    <!-- Directory with user provided files that are accessible by 'file' table function. -->
    <user_files_path>/var/lib/clickhouse/user_files/</user_files_path>

    <!-- LDAP server definitions. -->
    <ldap_servers>
        <!-- List LDAP servers with their connection parameters here to later 1) use them as authenticators for dedicated local users,
              who have 'ldap' authentication mechanism specified instead of 'password', or to 2) use them as remote user directories.
             Parameters:
                host - LDAP server hostname or IP, this parameter is mandatory and cannot be empty.
                port - LDAP server port, default is 636 if enable_tls is set to true, 389 otherwise.
                bind_dn - template used to construct the DN to bind to.
                        The resulting DN will be constructed by replacing all 'user_name' substrings of the template with the actual
                         user name during each authentication attempt.
                user_dn_detection - section with LDAP search parameters for detecting the actual user DN of the bound user.
                        This is mainly used in search filters for further role mapping when the server is Active Directory. The
                         resulting user DN will be used when replacing 'user_dn' substrings wherever they are allowed. By default,
                         user DN is set equal to bind DN, but once search is performed, it will be updated with to the actual detected
                         user DN value.
                    base_dn - template used to construct the base DN for the LDAP search.
                            The resulting DN will be constructed by replacing all 'user_name' and 'bind_dn' substrings
                             of the template with the actual user name and bind DN during the LDAP search.
                    scope - scope of the LDAP search.
                            Accepted values are: 'base', 'one_level', 'children', 'subtree' (the default).
                    search_filter - template used to construct the search filter for the LDAP search.
                            The resulting filter will be constructed by replacing all 'user_name', 'bind_dn', and 'base_dn'
                             substrings of the template with the actual user name, bind DN, and base DN during the LDAP search.
                            Note, that the special characters must be escaped properly in XML.
                verification_cooldown - a period of time, in seconds, after a successful bind attempt, during which a user will be assumed
                         to be successfully authenticated for all consecutive requests without contacting the LDAP server.
                        Specify 0 (the default) to disable caching and force contacting the LDAP server for each authentication request.
                enable_tls - flag to trigger use of secure connection to the LDAP server.
                        Specify 'no' for plain text (ldap://) protocol (not recommended).
                        Specify 'yes' for LDAP over SSL/TLS (ldaps://) protocol (recommended, the default).
                        Specify 'starttls' for legacy StartTLS protocol (plain text (ldap://) protocol, upgraded to TLS).
                tls_minimum_protocol_version - the minimum protocol version of SSL/TLS.
                        Accepted values are: 'ssl2', 'ssl3', 'tls1.0', 'tls1.1', 'tls1.2' (the default).
                tls_require_cert - SSL/TLS peer certificate verification behavior.
                        Accepted values are: 'never', 'allow', 'try', 'demand' (the default).
                tls_cert_file - path to certificate file.
                tls_key_file - path to certificate key file.
                tls_ca_cert_file - path to CA certificate file.
                tls_ca_cert_dir - path to the directory containing CA certificates.
                tls_cipher_suite - allowed cipher suite (in OpenSSL notation).
             Example:
                <my_ldap_server>
                    <host>localhost</host>
                    <port>636</port>
                    <bind_dn>uid=user_name,ou=users,dc=example,dc=com</bind_dn>
                    <verification_cooldown>300</verification_cooldown>
                    <enable_tls>yes</enable_tls>
                    <tls_minimum_protocol_version>tls1.2</tls_minimum_protocol_version>
                    <tls_require_cert>demand</tls_require_cert>
                    <tls_cert_file>/path/to/tls_cert_file</tls_cert_file>
                    <tls_key_file>/path/to/tls_key_file</tls_key_file>
                    <tls_ca_cert_file>/path/to/tls_ca_cert_file</tls_ca_cert_file>
                    <tls_ca_cert_dir>/path/to/tls_ca_cert_dir</tls_ca_cert_dir>
                    <tls_cipher_suite>ECDHE-ECDSA-AES256-GCM-SHA384:ECDHE-RSA-AES256-GCM-SHA384:AES256-GCM-SHA384</tls_cipher_suite>
                </my_ldap_server>
             Example (typical Active Directory with configured user DN detection for further role mapping):
                <my_ad_server>
                    <host>localhost</host>
                    <port>389</port>
                    <bind_dn>EXAMPLE\\user_name</bind_dn>
                    <user_dn_detection>
                        <base_dn>CN=Users,DC=example,DC=com</base_dn>
                        <search_filter>(&amp;(objectClass=user)(sAMAccountName=user_name))</search_filter>
                    </user_dn_detection>
                    <enable_tls>no</enable_tls>
                </my_ad_server>
        -->
    </ldap_servers>

    <!-- To enable Kerberos authentication support for HTTP requests (GSS-SPNEGO), for those users who are explicitly configured
          to authenticate via Kerberos, define a single 'kerberos' section here.
         Parameters:
            principal - canonical service principal name, that will be acquired and used when accepting security contexts.
                    This parameter is optional, if omitted, the default principal will be used.
                    This parameter cannot be specified together with 'realm' parameter.
            realm - a realm, that will be used to restrict authentication to only those requests whose initiator's realm matches it.
                    This parameter is optional, if omitted, no additional filtering by realm will be applied.
                    This parameter cannot be specified together with 'principal' parameter.
         Example:
            <kerberos />
         Example:
            <kerberos>
                <principal>HTTP/clickhouse.example.com@EXAMPLE.COM</principal>
            </kerberos>
         Example:
            <kerberos>
                <realm>EXAMPLE.COM</realm>
            </kerberos>
    -->

    <!-- Sources to read users, roles, access rights, profiles of settings, quotas. -->
    <user_directories>
        <users_xml>
            <!-- Path to configuration file with predefined users. -->
            <path>users.xml</path>
        </users_xml>
        <local_directory>
            <!-- Path to folder where users created by SQL commands are stored. -->
            <path>/var/lib/clickhouse/access/</path>
        </local_directory>

        <!-- To add an LDAP server as a remote user directory of users that are not defined locally, define a single 'ldap' section
              with the following parameters:
                server - one of LDAP server names defined in 'ldap_servers' config section above.
                        This parameter is mandatory and cannot be empty.
                roles - section with a list of locally defined roles that will be assigned to each user retrieved from the LDAP server.
                        If no roles are specified here or assigned during role mapping (below), user will not be able to perform any
                         actions after authentication.
                role_mapping - section with LDAP search parameters and mapping rules.
                        When a user authenticates, while still bound to LDAP, an LDAP search is performed using search_filter and the
                         name of the logged in user. For each entry found during that search, the value of the specified attribute is
                         extracted. For each attribute value that has the specified prefix, the prefix is removed, and the rest of the
                         value becomes the name of a local role defined in ClickHouse, which is expected to be created beforehand by
                         CREATE ROLE command.
                        There can be multiple 'role_mapping' sections defined inside the same 'ldap' section. All of them will be
                         applied.
                    base_dn - template used to construct the base DN for the LDAP search.
                            The resulting DN will be constructed by replacing all 'user_name', 'bind_dn', and 'user_dn'
                             substrings of the template with the actual user name, bind DN, and user DN during each LDAP search.
                    scope - scope of the LDAP search.
                            Accepted values are: 'base', 'one_level', 'children', 'subtree' (the default).
                    search_filter - template used to construct the search filter for the LDAP search.
                            The resulting filter will be constructed by replacing all 'user_name', 'bind_dn', 'user_dn', and
                             'base_dn' substrings of the template with the actual user name, bind DN, user DN, and base DN during
                             each LDAP search.
                            Note, that the special characters must be escaped properly in XML.
                    attribute - attribute name whose values will be returned by the LDAP search. 'cn', by default.
                    prefix - prefix, that will be expected to be in front of each string in the original list of strings returned by
                             the LDAP search. Prefix will be removed from the original strings and resulting strings will be treated
                             as local role names. Empty, by default.
             Example:
                <ldap>
                    <server>my_ldap_server</server>
                    <roles>
                        <my_local_role1 />
                        <my_local_role2 />
                    </roles>
                    <role_mapping>
                        <base_dn>ou=groups,dc=example,dc=com</base_dn>
                        <scope>subtree</scope>
                        <search_filter>(&amp;(objectClass=groupOfNames)(member=bind_dn))</search_filter>
                        <attribute>cn</attribute>
                        <prefix>clickhouse_</prefix>
                    </role_mapping>
                </ldap>
             Example (typical Active Directory with role mapping that relies on the detected user DN):
                <ldap>
                    <server>my_ad_server</server>
                    <role_mapping>
                        <base_dn>CN=Users,DC=example,DC=com</base_dn>
                        <attribute>CN</attribute>
                        <scope>subtree</scope>
                        <search_filter>(&amp;(objectClass=group)(member=user_dn))</search_filter>
                        <prefix>clickhouse_</prefix>
                    </role_mapping>
                </ldap>
        -->
    </user_directories>

    <!-- Default profile of settings. -->
    <default_profile>default</default_profile>

    <!-- Comma-separated list of prefixes for user-defined settings. -->
    <custom_settings_prefixes></custom_settings_prefixes>

    <!-- System profile of settings. This settings are used by internal processes (Distributed DDL worker and so on). -->
    <!-- <system_profile>default</system_profile> -->

    <!-- Buffer profile of settings.
         This settings are used by Buffer storage to flush data to the underlying table.
         Default: used from system_profile directive.
    -->
    <!-- <buffer_profile>default</buffer_profile> -->

    <!-- Default database. -->
    <default_database>default</default_database>

    <!-- Server time zone could be set here.

         Time zone is used when converting between String and DateTime types,
          when printing DateTime in text formats and parsing DateTime from text,
          it is used in date and time related functions, if specific time zone was not passed as an argument.

         Time zone is specified as identifier from IANA time zone database, like UTC or Africa/Abidjan.
         If not specified, system time zone at server startup is used.

         Please note, that server could display time zone alias instead of specified name.
         Example: W-SU is an alias for Europe/Moscow and Zulu is an alias for UTC.
    -->
    <!-- <timezone>Europe/Moscow</timezone> -->

    <!-- You can specify umask here (see "man umask"). Server will apply it on startup.
         Number is always parsed as octal. Default umask is 027 (other users cannot read logs, data files, etc; group can only read).
    -->
    <!-- <umask>022</umask> -->

    <!-- Perform mlockall after startup to lower first queries latency
          and to prevent clickhouse executable from being paged out under high IO load.
         Enabling this option is recommended but will lead to increased startup time for up to a few seconds.
    -->
    <mlock_executable>true</mlock_executable>

    <!-- Reallocate memory for machine code ("text") using huge pages. Highly experimental. -->
    <remap_executable>false</remap_executable>

    <![CDATA[
         Uncomment below in order to use JDBC table engine and function.

         To install and run JDBC bridge in background:
         * [Debian/Ubuntu]
           export MVN_URL=https://repo1.maven.org/maven2/ru/yandex/clickhouse/clickhouse-jdbc-bridge
           export PKG_VER=$(curl -sL $MVN_URL/maven-metadata.xml | grep '<release>' | sed -e 's|.*>\\(.*\\)<.*|\\1|')
           wget https://github.com/ClickHouse/clickhouse-jdbc-bridge/releases/download/v$PKG_VER/clickhouse-jdbc-bridge_$PKG_VER-1_all.deb
           apt install --no-install-recommends -f ./clickhouse-jdbc-bridge_$PKG_VER-1_all.deb
           clickhouse-jdbc-bridge &

         * [CentOS/RHEL]
           export MVN_URL=https://repo1.maven.org/maven2/ru/yandex/clickhouse/clickhouse-jdbc-bridge
           export PKG_VER=$(curl -sL $MVN_URL/maven-metadata.xml | grep '<release>' | sed -e 's|.*>\\(.*\\)<.*|\\1|')
           wget https://github.com/ClickHouse/clickhouse-jdbc-bridge/releases/download/v$PKG_VER/clickhouse-jdbc-bridge-$PKG_VER-1.noarch.rpm
           yum localinstall -y clickhouse-jdbc-bridge-$PKG_VER-1.noarch.rpm
           clickhouse-jdbc-bridge &

         Please refer to https://github.com/ClickHouse/clickhouse-jdbc-bridge#usage for more information.
    ]]>
    <!--
    <jdbc_bridge>
        <host>127.0.0.1</host>
        <port>9019</port>
    </jdbc_bridge>
    -->

    <!-- Configuration of clusters that could be used in Distributed tables.
         https://clickhouse.com/docs/en/operations/table_engines/distributed/
      -->
    <remote_servers>
        <!-- Test only shard config for testing distributed storage -->
        <test_shard_localhost>
            <!-- Inter-server per-cluster secret for Distributed queries
                 default: no secret (no authentication will be performed)

                 If set, then Distributed queries will be validated on shards, so at least:
                 - such cluster should exist on the shard,
                 - such cluster should have the same secret.

                 And also (and which is more important), the initial_user will
                 be used as current user for the query.

                 Right now the protocol is pretty simple and it only takes into account:
                 - cluster name
                 - query

                 Also it will be nice if the following will be implemented:
                 - source hostname (see interserver_http_host), but then it will depends from DNS,
                   it can use IP address instead, but then the you need to get correct on the initiator node.
                 - target hostname / ip address (same notes as for source hostname)
                 - time-based security tokens
            -->
            <!-- <secret></secret> -->

            <shard>
                <!-- Optional. Whether to write data to just one of the replicas. Default: false (write data to all replicas). -->
                <!-- <internal_replication>false</internal_replication> -->
                <!-- Optional. Shard weight when writing data. Default: 1. -->
                <!-- <weight>1</weight> -->
                <replica>
                    <host>localhost</host>
                    <port>9000</port>
                    <!-- Optional. Priority of the replica for load_balancing. Default: 1 (less value has more priority). -->
                    <!-- <priority>1</priority> -->
                </replica>
            </shard>
        </test_shard_localhost>
        <test_cluster_two_shards_localhost>
             <shard>
                 <replica>
                     <host>localhost</host>
                     <port>9000</port>
                 </replica>
             </shard>
             <shard>
                 <replica>
                     <host>localhost</host>
                     <port>9000</port>
                 </replica>
             </shard>
        </test_cluster_two_shards_localhost>
        <test_cluster_two_shards>
            <shard>
                <replica>
                    <host>127.0.0.1</host>
                    <port>9000</port>
                </replica>
            </shard>
            <shard>
                <replica>
                    <host>127.0.0.2</host>
                    <port>9000</port>
                </replica>
            </shard>
        </test_cluster_two_shards>
        <test_cluster_two_shards_internal_replication>
            <shard>
                <internal_replication>true</internal_replication>
                <replica>
                    <host>127.0.0.1</host>
                    <port>9000</port>
                </replica>
            </shard>
            <shard>
                <internal_replication>true</internal_replication>
                <replica>
                    <host>127.0.0.2</host>
                    <port>9000</port>
                </replica>
            </shard>
        </test_cluster_two_shards_internal_replication>
        <test_shard_localhost_secure>
            <shard>
                <replica>
                    <host>localhost</host>
                    <port>9440</port>
                    <secure>1</secure>
                </replica>
            </shard>
        </test_shard_localhost_secure>
        <test_unavailable_shard>
            <shard>
                <replica>
                    <host>localhost</host>
                    <port>9000</port>
                </replica>
            </shard>
            <shard>
                <replica>
                    <host>localhost</host>
                    <port>1</port>
                </replica>
            </shard>
        </test_unavailable_shard>
    </remote_servers>

    <!-- The list of hosts allowed to use in URL-related storage engines and table functions.
        If this section is not present in configuration, all hosts are allowed.
    -->
    <!--<remote_url_allow_hosts>-->
        <!-- Host should be specified exactly as in URL. The name is checked before DNS resolution.
            Example: "yandex.ru", "yandex.ru." and "www.yandex.ru" are different hosts.
                    If port is explicitly specified in URL, the host:port is checked as a whole.
                    If host specified here without port, any port with this host allowed.
                    "yandex.ru" -> "yandex.ru:443", "yandex.ru:80" etc. is allowed, but "yandex.ru:80" -> only "yandex.ru:80" is allowed.
            If the host is specified as IP address, it is checked as specified in URL. Example: "[2a02:6b8:a::a]".
            If there are redirects and support for redirects is enabled, every redirect (the Location field) is checked.
            Host should be specified using the host xml tag:
                    <host>yandex.ru</host>
        -->

        <!-- Regular expression can be specified. RE2 engine is used for regexps.
            Regexps are not aligned: don't forget to add ^ and $. Also don't forget to escape dot (.) metacharacter
            (forgetting to do so is a common source of error).
        -->
    <!--</remote_url_allow_hosts>-->

    <!-- If element has 'incl' attribute, then for it's value will be used corresponding substitution from another file.
         By default, path to file with substitutions is /etc/metrika.xml. It could be changed in config in 'include_from' element.
         Values for substitutions are specified in /clickhouse/name_of_substitution elements in that file.
      -->

    <!-- ZooKeeper is used to store metadata about replicas, when using Replicated tables.
         Optional. If you don't use replicated tables, you could omit that.

         See https://clickhouse.com/docs/en/engines/table-engines/mergetree-family/replication/
      -->

    <!--
    <zookeeper>
        <node>
            <host>example1</host>
            <port>2181</port>
        </node>
        <node>
            <host>example2</host>
            <port>2181</port>
        </node>
        <node>
            <host>example3</host>
            <port>2181</port>
        </node>
    </zookeeper>
    -->

    <!-- Substitutions for parameters of replicated tables.
          Optional. If you don't use replicated tables, you could omit that.

         See https://clickhouse.com/docs/en/engines/table-engines/mergetree-family/replication/#creating-replicated-tables
      -->
    <!--
    <macros>
        <shard>01</shard>
        <replica>example01-01-1</replica>
    </macros>
    -->


    <!-- Reloading interval for embedded dictionaries, in seconds. Default: 3600. -->
    <builtin_dictionaries_reload_interval>3600</builtin_dictionaries_reload_interval>


    <!-- Maximum session timeout, in seconds. Default: 3600. -->
    <max_session_timeout>3600</max_session_timeout>

    <!-- Default session timeout, in seconds. Default: 60. -->
    <default_session_timeout>60</default_session_timeout>

    <!-- Sending data to Graphite for monitoring. Several sections can be defined. -->
    <!--
        interval - send every X second
        root_path - prefix for keys
        hostname_in_path - append hostname to root_path (default = true)
        metrics - send data from table system.metrics
        events - send data from table system.events
        asynchronous_metrics - send data from table system.asynchronous_metrics
    -->
    <!--
    <graphite>
        <host>localhost</host>
        <port>42000</port>
        <timeout>0.1</timeout>
        <interval>60</interval>
        <root_path>one_min</root_path>
        <hostname_in_path>true</hostname_in_path>

        <metrics>true</metrics>
        <events>true</events>
        <events_cumulative>false</events_cumulative>
        <asynchronous_metrics>true</asynchronous_metrics>
    </graphite>
    <graphite>
        <host>localhost</host>
        <port>42000</port>
        <timeout>0.1</timeout>
        <interval>1</interval>
        <root_path>one_sec</root_path>

        <metrics>true</metrics>
        <events>true</events>
        <events_cumulative>false</events_cumulative>
        <asynchronous_metrics>false</asynchronous_metrics>
    </graphite>
    -->

    <!-- Serve endpoint for Prometheus monitoring. -->
    <!--
        endpoint - mertics path (relative to root, statring with "/")
        port - port to setup server. If not defined or 0 than http_port used
        metrics - send data from table system.metrics
        events - send data from table system.events
        asynchronous_metrics - send data from table system.asynchronous_metrics
        status_info - send data from different component from CH, ex: Dictionaries status
    -->
    <!--
    <prometheus>
        <endpoint>/metrics</endpoint>
        <port>9363</port>

        <metrics>true</metrics>
        <events>true</events>
        <asynchronous_metrics>true</asynchronous_metrics>
        <status_info>true</status_info>
    </prometheus>
    -->

    <!-- Query log. Used only for queries with setting log_queries = 1. -->
    <query_log>
        <!-- What table to insert data. If table is not exist, it will be created.
             When query log structure is changed after system update,
              then old table will be renamed and new table will be created automatically.
        -->
        <database>system</database>
        <table>query_log</table>
        <!--
            PARTITION BY expr: https://clickhouse.com/docs/en/table_engines/mergetree-family/custom_partitioning_key/
            Example:
                event_date
                toMonday(event_date)
                toYYYYMM(event_date)
                toStartOfHour(event_time)
        -->
        <partition_by>toYYYYMM(event_date)</partition_by>
        <!--
            Table TTL specification: https://clickhouse.com/docs/en/engines/table-engines/mergetree-family/mergetree/#mergetree-table-ttl
            Example:
                event_date + INTERVAL 1 WEEK
                event_date + INTERVAL 7 DAY DELETE
                event_date + INTERVAL 2 WEEK TO DISK 'bbb'

        <ttl>event_date + INTERVAL 30 DAY DELETE</ttl>
        -->

        <!-- Instead of partition_by以上是关于[2]Clickhouse列式存储的明日之星:创建和添加数据的主要内容,如果未能解决你的问题,请参考以下文章

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