Macbook Pro快速搭建Easysearch学习环境
在学习过程中，我们有时身边没有可用的服务器，这时就需要借助自己的 Mac 来安装和学习 Easysearch。然而，Easysearch 官网并未提供 Mac 版本的安装教程，下面我将详细整理我在 Mac 上安装和使用 Easysearch 的折腾经历。
Easysearch
Easysearch 的运行依赖于 Java，程序启动时会自动从当前目录的 JDK 中查找 Java 环境。因此，即便环境变量中已经配置了 Java，程序也可能无法找到。针对这个问题，有两种解决办法：
下载 JDK 的二进制文件，将其重命名为 “jdk”，并放置在 Easysearch 的根目录下。
下载 Easysearch 的 bundle 包，该包会自带一个 JDK。下载链接为：https://release.infinilabs.com/Easysearch/stable/bundle/
安装步骤如下：首先执行初始化脚本，此脚本会设置 TLS 证书和集群密码。在执行脚本之前，log 目录为空。
bin/initialize.sh@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@&@@@#@@@@@@@@@@@@@@@@ @@@@@@@@@@@@@&@@@@@@@ &@@@@@@@@@@@@@@&@@@@@@@&@ @@@&@@@@@@@&@@@@@@@@@@@@@@@@@ @@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@& @@@@@@@@@@@@@%@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@&@@@@@@@@@@@@@@@@@ ,@@@@@@@@@@@@@@@@@@@@@@@&@@@@@. @@@@@&@@@@@@@@@@@@@@@@@@@@@@@@ @@@@@@@@@@@@@@@#@&@@@&@@@&@@@ &@&@@@&@@@&@@@@@@@@@@@@@@. @@@@@@@*@@@@@@@@@@@@@ %@@@@@@@@@@@@@@@@
/@@@@@@@&@@@@@
@@@@@@@@@@@@@
@@@@@@@@@@@@@
@@@@@@@@@@@@ Welcome to INFINI Labs!Now attempting the initializing...RISK WARNING: The initialization script will overwrite certificates and passwords. If this is not the first run, please acknowledge the risks before proceeding. This is a dangerous operation. Do you want to proceed? [y/N]:yNOTICE: Do you want to log credentials to /Users/xu/Desktop/es/Easysearch-1.10.1-1978-mac-arm64-bundle/logs/initialize.log? Default is no logging. Press Enter to skip. [y/N]:y
Using bundled JDK at /Users/xu/Desktop/es/Easysearch-1.10.1-1978-mac-arm64-bundle/jdkCertificate request self-signature ok
subject=C = IN, ST = FI, L = NI, O = ORG, OU = UNIT, CN = infini.cloud
Certificate request self-signature ok
subject=C = IN, ST = FI, L = NI, O = ORG, OU = UNIT, CN = admin.infini.cloudDNS:infini.cloud, DNS:*.infini.cloudDNS:infini.cloud, DNS:*.infini.cloud@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@
@ NOTICE: Please remember the bootstrap credential for further usage @
@ admin:db3e19a8c1c9f7755763 @
@ Usage: curl -ku admin:db3e19a8c1c9f7755763 https://localhost:9200 @
@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@Your plugins directory is not empty. Please install the plugin manually.Initialization successful! [Easysearch] is ready to use!----------------------------------------------------------------
cd /Users/xu/Desktop/es/Easysearch-1.10.1-1978-mac-arm64-bundle && bin/Easysearch
----------------------------------------------------------------__ _ __ ____ __ _ __ __/ // |/ // __// // |/ // // // || // _/ / // || // /
/_//_/|_//_/ /_//_/|_//_/©INFINI.LTD, All Rights Reserved.
这里打印了集群的密码和连接信息：
curl -ku admin:db3e19a8c1c9f7755763 https://localhost:9200
然后启动集群，默认监听在 9200 端口：
❰xu❙~/Desktop/es/Easysearch-1.10.1-1978-mac-arm64-bundle❱✔≻ bin/Easysearch (base) 13:50:14
[2025-02-11T13:50:28,686][WARN ][o.e.b.Natives ] [xudeMacBook-Pro.local] unable to load JNA native support library, native methods will be disabled.
java.lang.UnsatisfiedLinkError: /Users/xu/Library/Caches/JNA/temp/jna114104068097844929.tmp: dlopen(/Users/xu/Library/Caches/JNA/temp/jna114104068097844929.tmp, 0x0001): tried: '/Users/xu/Library/Caches/JNA/temp/jna114104068097844929.tmp' (fat file, but missing compatible architecture (have 'i386,x86_64', need 'arm64e' or 'arm64')), '/System/Volumes/Preboot/Cryptexes/OS/Users/xu/Library/Caches/JNA/temp/jna114104068097844929.tmp' (no such file), '/Users/xu/Library/Caches/JNA/temp/jna114104068097844929.tmp' (fat file, but missing compatible architecture (have 'i386,x86_64', need 'arm64e' or 'arm64'))at jdk.internal.loader.NativeLibraries.load(Native Method) ~[?:?]at jdk.internal.loader.NativeLibraries$NativeLibraryImpl.open(Unknown Source) ~[?:?]at jdk.internal.loader.NativeLibraries.loadLibrary(Unknown Source) ~[?:?]at jdk.internal.loader.NativeLibraries.loadLibrary(Unknown Source) ~[?:?]at java.lang.ClassLoader.loadLibrary(Unknown Source) ~[?:?]at java.lang.Runtime.load0(Unknown Source) ~[?:?]at java.lang.System.load(Unknown Source) ~[?:?]at com.sun.jna.Native.loadNativeDispatchLibraryFromClasspath(Native.java:1018) ~[jna-5.5.0.jar:5.5.0 (b0)]at com.sun.jna.Native.loadNativeDispatchLibrary(Native.java:988) ~[jna-5.5.0.jar:5.5.0 (b0)]at com.sun.jna.Native.<clinit>(Native.java:195) ~[jna-5.5.0.jar:5.5.0 (b0)]at java.lang.Class.forName0(Native Method) ~[?:?]at java.lang.Class.forName(Unknown Source) ~[?:?]at org.Easysearch.bootstrap.Natives.<clinit>(Natives.java:30) ~[Easysearch-1.10.1.jar:1.10.1]at org.Easysearch.bootstrap.Bootstrap.initializeNatives(Bootstrap.java:95) ~[Easysearch-1.10.1.jar:1.10.1]at org.Easysearch.bootstrap.Bootstrap.setup(Bootstrap.java:163) ~[Easysearch-1.10.1.jar:1.10.1]at org.Easysearch.bootstrap.Bootstrap.init(Bootstrap.java:378) ~[Easysearch-1.10.1.jar:1.10.1]at org.Easysearch.bootstrap.Easysearch.init(Easysearch.java:169) ~[Easysearch-1.10.1.jar:1.10.1]at org.Easysearch.bootstrap.Easysearch.execute(Easysearch.java:160) ~[Easysearch-1.10.1.jar:1.10.1]at org.Easysearch.cli.EnvironmentAwareCommand.execute(EnvironmentAwareCommand.java:71) ~[Easysearch-1.10.1.jar:1.10.1]at org.Easysearch.cli.Command.mainWithoutErrorHandling(Command.java:112) ~[Easysearch-cli-1.10.1.jar:1.10.1]at org.Easysearch.cli.Command.main(Command.java:75) ~[Easysearch-cli-1.10.1.jar:1.10.1]at org.Easysearch.bootstrap.Easysearch.main(Easysearch.java:125) ~[Easysearch-1.10.1.jar:1.10.1]at org.Easysearch.bootstrap.Easysearch.main(Easysearch.java:67) ~[Easysearch-1.10.1.jar:1.10.1]
[2025-02-11T13:50:28,689][WARN ][o.e.b.Natives ] [xudeMacBook-Pro.local] cannot check if running as root because JNA is not available
[2025-02-11T13:50:28,689][WARN ][o.e.b.Natives ] [xudeMacBook-Pro.local] cannot install system call filter because JNA is not available
[2025-02-11T13:50:28,689][WARN ][o.e.b.Natives ] [xudeMacBook-Pro.local] cannot register console handler because JNA is not available
[2025-02-11T13:50:28,690][WARN ][o.e.b.Natives ] [xudeMacBook-Pro.local] cannot getrlimit RLIMIT_NPROC because JNA is not available
[2025-02-11T13:50:28,690][WARN ][o.e.b.Natives ] [xudeMacBook-Pro.local] cannot getrlimit RLIMIT_AS because JNA is not available
[2025-02-11T13:50:28,690][WARN ][o.e.b.Natives ] [xudeMacBook-Pro.local] cannot getrlimit RLIMIT_FSIZE because JNA is not available
[2025-02-11T13:50:28,757][INFO ][o.e.n.Node ] [xudeMacBook-Pro.local] version[1.10.1], pid[18338], build[default/tar/1505f74d355bb2bac84162077fe66e9a32fc1be2/2025-01-24T21:02:00.632579Z], OS[Mac OS X/15.3/aarch64], JVM[Azul Systems, Inc./OpenJDK 64-Bit Server VM/17.0.13/17.0.13+11-LTS]
[2025-02-11T13:50:28,757][INFO ][o.e.n.Node ] [xudeMacBook-Pro.local] JVM home [/Users/xu/Desktop/es/Easysearch-1.10.1-1978-mac-arm64-bundle/jdk]
[2025-02-11T13:50:28,758][INFO ][o.e.n.Node ] [xudeMacBook-Pro.local] JVM arguments [-Xshare:auto, -Des.networkaddress.cache.ttl=60, -Des.networkaddress.cache.negative.ttl=10, -XX:+AlwaysPreTouch, -Xss1m, -Djava.awt.headless=true, -Dfile.encoding=UTF-8, -Djna.nosys=true, -XX:-OmitStackTraceInFastThrow, -XX:+ShowCodeDetailsInExceptionMessages, -Dio.netty.noUnsafe=true, -Dio.netty.noKeySetOptimization=true, -Dio.netty.recycler.maxCapacityPerThread=0, -Dio.netty.allocator.numDirectArenas=0, -Dlog4j.shutdownHookEnabled=false, -Dlog4j2.disable.jmx=true, -Xms1g, -Xmx1g, -XX:+UseG1GC, -XX:G1ReservePercent=25, -XX:InitiatingHeapOccupancyPercent=30, -Djava.io.tmpdir=/var/folders/ft/rfbtvz_n5l9dg007x5lsk7jw0000gn/T/Easysearch-134350959148498936, -Djava.security.manager=allow, -Djava.locale.providers=SPI,COMPAT, -XX:+HeapDumpOnOutOfMemoryError, -XX:HeapDumpPath=data, -XX:ErrorFile=logs/hs_err_pid%p.log, -Xlog:gc*,gc+age=trace,safepoint:file=logs/gc.log:utctime,pid,tags:filecount=32,filesize=64m, -XX:MaxDirectMemorySize=536870912, -Des.path.home=/Users/xu/Desktop/es/Easysearch-1.10.1-1978-mac-arm64-bundle, -Des.path.conf=/Users/xu/Desktop/es/Easysearch-1.10.1-1978-mac-arm64-bundle/config, -Des.distribution.flavor=oss, -Des.distribution.type=tar, -Des.bundled_jdk=false]
[2025-02-11T13:50:29,116][INFO ][c.i.s.s.t.SSLConfig ] [xudeMacBook-Pro.local] SSL dual mode is disabled
[2025-02-11T13:50:29,117][INFO ][c.i.s.SecurityPlugin ] [xudeMacBook-Pro.local] ES Config path is /Users/xu/Desktop/es/Easysearch-1.10.1-1978-mac-arm64-bundle/config
[2025-02-11T13:50:29,184][INFO ][c.i.s.s.DefaultSecurityKeyStore] [xudeMacBook-Pro.local] JVM supports TLSv1.3
[2025-02-11T13:50:29,185][INFO ][c.i.s.s.DefaultSecurityKeyStore] [xudeMacBook-Pro.local] Config directory is /Users/xu/Desktop/es/Easysearch-1.10.1-1978-mac-arm64-bundle/config/, from there the key- and truststore files are resolved relatively
[2025-02-11T13:50:29,389][INFO ][c.i.s.s.DefaultSecurityKeyStore] [xudeMacBook-Pro.local] TLS Transport Client Provider : JDK
[2025-02-11T13:50:29,389][INFO ][c.i.s.s.DefaultSecurityKeyStore] [xudeMacBook-Pro.local] TLS Transport Server Provider : JDK
[2025-02-11T13:50:29,389][INFO ][c.i.s.s.DefaultSecurityKeyStore] [xudeMacBook-Pro.local] TLS HTTP Provider : JDK
[2025-02-11T13:50:29,389][INFO ][c.i.s.s.DefaultSecurityKeyStore] [xudeMacBook-Pro.local] Enabled TLS protocols for transport layer : [TLSv1.3, TLSv1.2]
[2025-02-11T13:50:29,389][INFO ][c.i.s.s.DefaultSecurityKeyStore] [xudeMacBook-Pro.local] Enabled TLS protocols for HTTP layer : [TLSv1.3, TLSv1.2]
[2025-02-11T13:50:29,391][INFO ][c.i.s.SecurityPlugin ] [xudeMacBook-Pro.local] Clustername: Easysearch
[2025-02-11T13:50:29,745][INFO ][o.e.j.JobSchedulerPlugin ] [xudeMacBook-Pro.local] Loaded scheduler extension: Easysearch-index-management, index: .Easysearch-ilm-config
[2025-02-11T13:50:29,748][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded module [aggs-matrix-stats]
[2025-02-11T13:50:29,749][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded module [analysis-common]
[2025-02-11T13:50:29,749][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded module [custom-codecs]
[2025-02-11T13:50:29,749][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded module [geo]
[2025-02-11T13:50:29,749][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded module [job-scheduler]
[2025-02-11T13:50:29,749][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded module [lang-expression]
[2025-02-11T13:50:29,749][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded module [lang-mustache]
[2025-02-11T13:50:29,749][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded module [lang-painless]
[2025-02-11T13:50:29,749][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded module [mapper-extras]
[2025-02-11T13:50:29,749][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded module [parent-join]
[2025-02-11T13:50:29,749][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded module [percolator]
[2025-02-11T13:50:29,749][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded module [rank-eval]
[2025-02-11T13:50:29,750][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded module [reindex]
[2025-02-11T13:50:29,750][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded module [repository-s3]
[2025-02-11T13:50:29,750][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded module [repository-url]
[2025-02-11T13:50:29,750][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded module [security]
[2025-02-11T13:50:29,750][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded module [transport-netty4]
[2025-02-11T13:50:29,750][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded plugin [analysis-icu]
[2025-02-11T13:50:29,750][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded plugin [analysis-ik]
[2025-02-11T13:50:29,750][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded plugin [analysis-pinyin]
[2025-02-11T13:50:29,750][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded plugin [analysis-stconvert]
[2025-02-11T13:50:29,750][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded plugin [cross-cluster-replication]
[2025-02-11T13:50:29,751][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded plugin [index-management]
[2025-02-11T13:50:29,751][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded plugin [ingest-common]
[2025-02-11T13:50:29,751][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded plugin [ingest-geoip]
[2025-02-11T13:50:29,751][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded plugin [ingest-user-agent]
[2025-02-11T13:50:29,751][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded plugin [knn]
[2025-02-11T13:50:29,751][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded plugin [mapper-annotated-text]
[2025-02-11T13:50:29,751][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded plugin [mapper-murmur3]
[2025-02-11T13:50:29,751][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded plugin [mapper-size]
[2025-02-11T13:50:29,751][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded plugin [sql]
[2025-02-11T13:50:29,751][INFO ][o.e.p.PluginsService ] [xudeMacBook-Pro.local] loaded plugin [transport-nio]
[2025-02-11T13:50:29,759][INFO ][c.i.s.SecurityPlugin ] [xudeMacBook-Pro.local] Disabled https compression by default to mitigate BREACH attacks. You can enable it by setting 'http.compression: true' in Easysearch.yml
[2025-02-11T13:50:29,767][INFO ][o.e.e.NodeEnvironment ] [xudeMacBook-Pro.local] using [1] data paths, mounts [[/System/Volumes/Data (/dev/disk3s5)]], net usable_space [57gb], net total_space [926.3gb], types [apfs]
[2025-02-11T13:50:29,767][INFO ][o.e.e.NodeEnvironment ] [xudeMacBook-Pro.local] heap size [1gb], compressed ordinary object pointers [true]
[2025-02-11T13:50:29,784][INFO ][o.e.n.Node ] [xudeMacBook-Pro.local] node name [xudeMacBook-Pro.local], node ID [w5zzEDPfTDSE30HWYkUNcw], cluster name [Easysearch], roles [master, remote_cluster_client, data, ingest]
[2025-02-11T13:50:30,915][WARN ][c.i.s.c.Salt ] [xudeMacBook-Pro.local] If you plan to use field masking pls configure compliance salt e1ukloTxxxOgPquJ to be a random string of 16 chars length identical on all nodes
[2025-02-11T13:50:30,921][INFO ][c.i.s.a.i.AuditLogging ] [xudeMacBook-Pro.local] Message routing enabled: true
[2025-02-11T13:50:30,945][INFO ][c.i.s.f.SecurityFilter ] [xudeMacBook-Pro.local] <NONE> indices are made immutable.
[2025-02-11T13:50:31,104][INFO ][o.e.t.NettyAllocator ] [xudeMacBook-Pro.local] creating NettyAllocator with the following configs: [name=unpooled, suggested_max_allocation_size=256kb, factors={es.unsafe.use_unpooled_allocator=null, g1gc_enabled=true, g1gc_region_size=1mb, heap_size=1gb}]
[2025-02-11T13:50:31,132][INFO ][o.e.d.DiscoveryModule ] [xudeMacBook-Pro.local] using discovery type [zen] and seed hosts providers [settings]
[2025-02-11T13:50:31,250][WARN ][o.e.g.DanglingIndicesState] [xudeMacBook-Pro.local] gateway.auto_import_dangling_indices is disabled, dangling indices will not be automatically detected or imported and must be managed manually
[2025-02-11T13:50:31,335][WARN ][o.e.r.MethodHandlers ] [xudeMacBook-Pro.local] replace existing handler for [/{index}/_search] for method: GET existing:com.infinilabs.security.filter.SecurityRestFilter$1@41fbe8c0 to com.infinilabs.security.filter.SecurityRestFilter$1@1e8fd198
[2025-02-11T13:50:31,335][WARN ][o.e.r.MethodHandlers ] [xudeMacBook-Pro.local] replace existing handler for [/{index}/_search] for method: POST existing:com.infinilabs.security.filter.SecurityRestFilter$1@4f75c627 to com.infinilabs.security.filter.SecurityRestFilter$1@1631a614
[2025-02-11T13:50:31,344][INFO ][o.e.n.Node ] [xudeMacBook-Pro.local] initialized
[2025-02-11T13:50:31,344][INFO ][o.e.n.Node ] [xudeMacBook-Pro.local] starting ...
[2025-02-11T13:50:31,345][INFO ][o.e.i.r.a.s.RollupListener] [xudeMacBook-Pro.local] Rollup listener start
[2025-02-11T13:50:31,391][INFO ][o.e.t.TransportService ] [xudeMacBook-Pro.local] publish_address {127.0.0.1:9300}, bound_addresses {[::1]:9300}, {127.0.0.1:9300}
[2025-02-11T13:50:31,473][WARN ][o.e.b.BootstrapChecks ] [xudeMacBook-Pro.local] system call filters failed to install; check the logs and fix your configuration or disable system call filters at your own risk
[2025-02-11T13:50:31,473][WARN ][o.e.b.BootstrapChecks ] [xudeMacBook-Pro.local] the default discovery settings are unsuitable for production use; at least one of [discovery.seed_hosts, discovery.seed_providers, cluster.initial_master_nodes] must be configured
[2025-02-11T13:50:31,477][INFO ][o.e.c.c.ClusterBootstrapService] [xudeMacBook-Pro.local] no discovery configuration found, will perform best-effort cluster bootstrapping after [3s] unless existing master is discovered
[2025-02-11T13:50:34,481][INFO ][o.e.c.c.Coordinator ] [xudeMacBook-Pro.local] setting initial configuration to VotingConfiguration{w5zzEDPfTDSE30HWYkUNcw}
[2025-02-11T13:50:34,576][INFO ][o.e.c.s.MasterService ] [xudeMacBook-Pro.local] elected-as-master ([1] nodes joined)[{xudeMacBook-Pro.local}{w5zzEDPfTDSE30HWYkUNcw}{KMu1pbs-RB2vaWucEO8dmg}{127.0.0.1}{127.0.0.1:9300}{dimr} elect leader, _BECOME_MASTER_TASK_, _FINISH_ELECTION_], term: 1, version: 1, delta: master node changed {previous [], current [{xudeMacBook-Pro.local}{w5zzEDPfTDSE30HWYkUNcw}{KMu1pbs-RB2vaWucEO8dmg}{127.0.0.1}{127.0.0.1:9300}{dimr}]}
[2025-02-11T13:50:34,601][INFO ][o.e.c.c.CoordinationState] [xudeMacBook-Pro.local] cluster UUID set to [kJHbUT_zT2ionNVL9f3raQ]
[2025-02-11T13:50:34,623][INFO ][o.e.c.s.ClusterApplierService] [xudeMacBook-Pro.local] master node changed {previous [], current [{xudeMacBook-Pro.local}{w5zzEDPfTDSE30HWYkUNcw}{KMu1pbs-RB2vaWucEO8dmg}{127.0.0.1}{127.0.0.1:9300}{dimr}]}, term: 1, version: 1, reason: Publication{term=1, version=1}
[2025-02-11T13:50:34,627][INFO ][o.e.i.i.ManagedIndexCoordinator] [xudeMacBook-Pro.local] Cache cluster manager node onClusterManager time: 1739253034627
[2025-02-11T13:50:34,637][INFO ][o.e.h.AbstractHttpServerTransport] [xudeMacBook-Pro.local] publish_address {127.0.0.1:9200}, bound_addresses {[::1]:9200}, {127.0.0.1:9200}
[2025-02-11T13:50:34,640][INFO ][o.e.n.Node ] [xudeMacBook-Pro.local] started
[2025-02-11T13:50:34,640][INFO ][c.i.s.SecurityPlugin ] [xudeMacBook-Pro.local] Node started
[2025-02-11T13:50:34,640][INFO ][c.i.s.c.ConfigurationRepository] [xudeMacBook-Pro.local] Will attempt to create index .security and default configs if they are absent
[2025-02-11T13:50:34,641][INFO ][c.i.s.SecurityPlugin ] [xudeMacBook-Pro.local] 3 Security modules loaded so far: [Module [type=REST_MANAGEMENT_API, implementing class=com.infinilabs.security.dlic.rest.api.SecurityRestApiActions], Module [type=MULTITENANCY, implementing class=com.infinilabs.security.configuration.PrivilegesInterceptorImpl], Module [type=AUDITLOG, implementing class=com.infinilabs.security.auditlog.impl.AuditLogging]]
[2025-02-11T13:50:34,641][INFO ][c.i.s.c.ConfigurationRepository] [xudeMacBook-Pro.local] Background init thread started. Install default config?: true
[2025-02-11T13:50:34,645][INFO ][c.i.s.c.ConfigurationRepository] [xudeMacBook-Pro.local] Wait for cluster to be available ...
[2025-02-11T13:50:34,670][INFO ][o.e.g.GatewayService ] [xudeMacBook-Pro.local] recovered [0] indices into cluster_state
[2025-02-11T13:50:36,676][INFO ][o.w.a.d.Dictionary ] [xudeMacBook-Pro.local] try load config from /Users/xu/Desktop/es/Easysearch-1.10.1-1978-mac-arm64-bundle/config/analysis-ik/IKAnalyzer.cfg.xml
[2025-02-11T13:50:37,465][INFO ][o.e.c.m.MetadataCreateIndexService] [xudeMacBook-Pro.local] [.security] creating index, cause [api], templates [], shards [1]/[1]
[2025-02-11T13:50:37,470][INFO ][o.e.c.r.a.AllocationService] [xudeMacBook-Pro.local] updating number_of_replicas to [0] for indices [.security]
[2025-02-11T13:50:37,657][INFO ][o.e.c.r.a.AllocationService] [xudeMacBook-Pro.local] Cluster health status changed from [YELLOW] to [GREEN] (reason: [shards started [[.security][0]]]).
[2025-02-11T13:50:37,679][INFO ][c.i.s.c.ConfigurationRepository] [xudeMacBook-Pro.local] Index .security created?: true
[2025-02-11T13:50:37,685][INFO ][c.i.s.s.ConfigHelper ] [xudeMacBook-Pro.local] Will update 'config' with /Users/xu/Desktop/es/Easysearch-1.10.1-1978-mac-arm64-bundle/config/security/config.yml and populate it with empty doc if file missing and populateEmptyIfFileMissing=false
[2025-02-11T13:50:37,720][INFO ][o.e.c.m.MetadataMappingService] [xudeMacBook-Pro.local] [.security/ADtiL1q3TUiUghNCrlfrHQ] create_mapping [_doc]
[2025-02-11T13:50:37,779][INFO ][c.i.s.s.ConfigHelper ] [xudeMacBook-Pro.local] Doc with id 'config' and version 2 is updated in .security index.
[2025-02-11T13:50:37,780][INFO ][c.i.s.s.ConfigHelper ] [xudeMacBook-Pro.local] Will update 'role' with /Users/xu/Desktop/es/Easysearch-1.10.1-1978-mac-arm64-bundle/config/security/role.yml and populate it with empty doc if file missing and populateEmptyIfFileMissing=false
[2025-02-11T13:50:37,786][INFO ][o.e.c.m.MetadataMappingService] [xudeMacBook-Pro.local] [.security/ADtiL1q3TUiUghNCrlfrHQ] update_mapping [_doc]
[2025-02-11T13:50:37,830][INFO ][c.i.s.s.ConfigHelper ] [xudeMacBook-Pro.local] Doc with id 'role' and version 2 is updated in .security index.
[2025-02-11T13:50:37,831][INFO ][c.i.s.s.ConfigHelper ] [xudeMacBook-Pro.local] Will update 'role_mapping' with /Users/xu/Desktop/es/Easysearch-1.10.1-1978-mac-arm64-bundle/config/security/role_mapping.yml and populate it with empty doc if file missing and populateEmptyIfFileMissing=false
[2025-02-11T13:50:37,838][INFO ][o.e.c.m.MetadataMappingService] [xudeMacBook-Pro.local] [.security/ADtiL1q3TUiUghNCrlfrHQ] update_mapping [_doc]
[2025-02-11T13:50:37,885][INFO ][c.i.s.s.ConfigHelper ] [xudeMacBook-Pro.local] Doc with id 'role_mapping' and version 2 is updated in .security index.
[2025-02-11T13:50:37,886][INFO ][c.i.s.s.ConfigHelper ] [xudeMacBook-Pro.local] Will update 'user' with /Users/xu/Desktop/es/Easysearch-1.10.1-1978-mac-arm64-bundle/config/security/user.yml and populate it with empty doc if file missing and populateEmptyIfFileMissing=false
[2025-02-11T13:50:37,898][INFO ][o.e.c.m.MetadataMappingService] [xudeMacBook-Pro.local] [.security/ADtiL1q3TUiUghNCrlfrHQ] update_mapping [_doc]
[2025-02-11T13:50:37,937][INFO ][c.i.s.s.ConfigHelper ] [xudeMacBook-Pro.local] Doc with id 'user' and version 2 is updated in .security index.
[2025-02-11T13:50:37,937][INFO ][c.i.s.s.ConfigHelper ] [xudeMacBook-Pro.local] Will update 'privilege' with /Users/xu/Desktop/es/Easysearch-1.10.1-1978-mac-arm64-bundle/config/security/privilege.yml and populate it with empty doc if file missing and populateEmptyIfFileMissing=false使用 Postman 尝试连接，可以正常返回 HTTP 的响应：
这里就需要用到上次的那个密码，默认存放在 log/initialize.log 下。
Console
下载二进制文件并且运行，服务监听在 9000 端口，通过这个页面连接 Easysearch，用来替代 kibana，个人觉得比 kibana 和 OpenSearch Dashboard 要好用，除了 Easysearch 之外，还可以连接 ES 和 OpenSearch。
./console-mac-arm64 (base) 14:25:43___ ___ __ __ ___ __ __/ __\/___\/\ \ \/ _\ /___\/ / /__\/ / // // \/ /\ \ // // / /_\
/ /__/ \_// /\ / _\ \/ \_// /__//__
\____|___/\_\ \/ \__/\___/\____|__/HOME: https://github.com/infinilabs/console/[CONSOLE] The easiest way to operate your own search platform, open-sourced under the GNU AGPLv3.
[CONSOLE] 1.28.1#1978, 2025-01-25 11:40:24, 2025-12-31 10:10:10, b189b72c11a9, 8ecefd18d9eb, c511f8f4cab9
[02-11 14:25:47] [INF] [env.go:216] configuration auto reload enabled
[02-11 14:25:47] [INF] [env.go:222] watching config: /Users/xu/Desktop/es/console-1.28.1-1978-mac-arm64/config
[02-11 14:25:47] [INF] [app.go:311] initializing console, pid: 20341
[02-11 14:25:47] [INF] [app.go:312] using config: /Users/xu/Desktop/es/console-1.28.1-1978-mac-arm64/console.yml
[02-11 14:25:47] [INF] [instance.go:100] workspace: /Users/xu/Desktop/es/console-1.28.1-1978-mac-arm64/data/console/nodes/culeqqr55o14utfde2a0
[02-11 14:25:47] [INF] [module.go:159] started module: badger
[02-11 14:25:47] [INF] [module.go:159] started module: kafka_queue
[02-11 14:25:47] [INF] [module.go:159] started module: setup
[02-11 14:25:47] [INF] [module.go:159] started module: setup
[02-11 14:25:47] [INF] [web.go:226] web server listen at: http://0.0.0.0:9000
[02-11 14:25:47] [INF] [module.go:159] started module: web
[02-11 14:25:47] [INF] [module.go:184] all modules are started
[02-11 14:25:47] [INF] [app.go:537] console is up and running now.
[02-11 14:28:03] [WRN] [schema.go:101] duplicated schema rbac-role, infini.sh/console/core/security-role
[02-11 14:28:03] [WRN] [schema.go:101] duplicated schema rbac-user, infini.sh/console/core/security-user
[02-11 14:28:03] [WRN] [schema.go:101] duplicated schema credential, infini.sh/framework/core/credential-credential
[02-11 14:28:04] [INF] [module.go:187] loading [0] remote configs
[02-11 14:28:04] [INF] [pipeline.go:418] creating pipeline: merge_metrics
[02-11 14:28:04] [INF] [pipeline.go:418] creating pipeline: metadata_ingest
[02-11 14:28:04] [INF] [pipeline.go:418] creating pipeline: activity_ingest
[02-11 14:28:04] [INF] [pipeline.go:418] creating pipeline: merge_logging
[02-11 14:28:04] [INF] [pipeline.go:418] creating pipeline: merge_audit_log
[02-11 14:28:04] [INF] [pipeline.go:418] creating pipeline: ingest_merged_requests
[02-11 14:28:04] [INF] [load.go:69] loading permission file from /Users/xu/Desktop/es/console-1.28.1-1978-mac-arm64/config/permission.json
[02-11 14:28:06] [INF] [pipeline.go:227] config changed, checking for new pipeline configs, CREATE, config/system_config.yml
[02-11 14:54:38] [ERR] [v0.go:521] invalid response: https://localhost:9200/.infini_metrics%2A/_search,{"aggs":{"culf8bj55o14utfdf1u0":{"aggs":{"culf8bj55o14utfdf1ug":{"aggs":{"culf8bj55o14utfdf1v0":{"aggs":{},"terms":{"field":"payload.elasticsearch.cluster_health.status","missing":"","size":2}}},"date_range":{"field":"timestamp","format":"yyyy-MM-dd","ranges":[{"from":"now-13d/d","to":"now-12d/d"},{"from":"now-12d/d","to":"now-11d/d"},{"from":"now-11d/d","to":"now-10d/d"},{"from":"now-10d/d","to":"now-9d/d"},{"from":"now-9d/d","to":"now-8d/d"},{"from":"now-8d/d","to":"now-7d/d"},{"from":"now-7d/d","to":"now-6d/d"},{"from":"now-6d/d","to":"now-5d/d"},{"from":"now-5d/d","to":"now-4d/d"},{"from":"now-4d/d","to":"now-3d/d"},{"from":"now-3d/d","to":"now-2d/d"},{"from":"now-2d/d","to":"now-1d/d"},{"from":"now-1d/d","to":"now/d"},{"from":"now/d","to":"now"}],"time_zone":"+08:00"}}},"terms":{"field":"metadata.labels.cluster_id","size":2}}},"query":{"bool":{"filter":[{"range":{"timestamp":{"gte":"now-15d","lte":"now"}}}],"must":[{"terms":{"metadata.labels.cluster_id":["infini_default_system_cluster"]}},{"term":{"metadata.category":{"value":"elasticsearch"}}},{"term":{"metadata.name":{"value":"cluster_health"}}}]}},"size":0},{"error":{"root_cause":[{"type":"runtime_exception","reason":"Unable to unroll aggregation tree. Aggregation [culf8bj55o14utfdf1u0] is of type [UnmappedTerms] which is currently unsupported."}],"type":"runtime_exception","reason":"Unable to unroll aggregation tree. Aggregation [culf8bj55o14utfdf1u0] is of type [UnmappedTerms] which is currently unsupported."},"status":500}
[02-11 14:59:18] [ERR] [config.go:46] agent config not found: missing field accessing 'agent'
[02-11 14:59:18] [INF] [certs.go:49] auto generating cert files
查看集群信息，可以看指标，也可以看索引，kibana 有的功能这边基本都有：
同时提供 DSL 查询：
Gateway
INFINI Gateway 是一个面向搜索场景的高性能数据网关，所有请求都经过网关处理后再转发到后端的搜索业务集群。基于 INFINI Gateway，可以实现索引级别的限速限流、常见查询的缓存加速、查询请求的审计、查询结果的动态修改等等。
Macbook 下有奇怪的安全规则，除了二进制文件之外，yml 文件经验也报错不安全。打开 “系统偏好设置”，进入 “安全性与隐私”，点击 “通用”，有 “仍然允许” 按钮，点击它即可。
然后按照 Easysearch 的配置进行修改，否则会连不上集群。就是这个报错：
./gateway-mac-arm64 (base) 14:51:14___ _ _____ __ __ __ _/ _ \ /_\ /__ \/__\/ / /\ \ \/_\ /\_/\/ /_\///_\\ / /\/_\ \ \/ \/ //_\\\_ _/
/ /_\\/ _ \/ / //__ \ /\ / _ \/ \
\____/\_/ \_/\/ \__/ \/ \/\_/ \_/\_/HOME: https://github.com/infinilabs/gateway/[GATEWAY] A light-weight, powerful and high-performance search gateway, open-sourced under the GNU AGPLv3.
[GATEWAY] 1.28.1#1978, 2025-01-24 18:34:08, 2025-12-31 10:10:10, 93fd9e32500a, 8ecefd18d9eb, c511f8f4cab9
[02-11 14:51:17] [INF] [app.go:311] initializing gateway, pid: 22456
[02-11 14:51:17] [INF] [app.go:312] using config: /Users/xu/Desktop/es/gateway-1.28.1-1978-mac-arm64/gateway.yml
[02-11 14:51:17] [INF] [instance.go:100] workspace: /Users/xu/Desktop/es/gateway-1.28.1-1978-mac-arm64/data/gateway/nodes/culf6pb55o15fe01mtvg
panic: Get "http://localhost:9200": EOFgoroutine 433 [running]:
infini.sh/framework/modules/elastic/common.InitClientWithConfig({{{0x14000810630, 0x4}, 0x0, 0x0}, {0x103466e7c, 0x4}, {0x14000810630, 0x4}, {0x0, 0x0}, ...})/root/go/src/infini.sh/framework/modules/elastic/common/config.go:89 +0x880
infini.sh/framework/modules/elastic/common.InitElasticInstanceWithoutMetadata({{{0x14000810630, 0x4}, 0x0, 0x0}, {0x103466e7c, 0x4}, {0x14000810630, 0x4}, {0x0, 0x0}, ...})/root/go/src/infini.sh/framework/modules/elastic/common/config.go:199 +0x64
infini.sh/framework/modules/elastic.initElasticInstances({0x14000826008?, 0x1e?, 0x103670600?}, {0x103466e7c, 0x4})/root/go/src/infini.sh/framework/modules/elastic/module.go:194 +0x7c
infini.sh/framework/modules/elastic.(*ElasticModule).Setup(0x140006fa120?)/root/go/src/infini.sh/framework/modules/elastic/module.go:215 +0x124
infini.sh/framework/core/module.Start()/root/go/src/infini.sh/framework/core/module/module.go:123 +0x238
main.start()/root/go/src/infini.sh/gateway/main.go:72 +0x1c
infini.sh/framework.(*App).run(0x14000332500)/root/go/src/infini.sh/framework/app.go:493 +0x160
created by infini.sh/framework.(*App).Start in goroutine 1/root/go/src/infini.sh/framework/app.go:429 +0xb4
修改配置文件之后，启动日志如下：
./gateway-mac-arm64 (base) 14:53:07___ _ _____ __ __ __ _/ _ \ /_\ /__ \/__\/ / /\ \ \/_\ /\_/\/ /_\///_\\ / /\/_\ \ \/ \/ //_\\\_ _/
/ /_\\/ _ \/ / //__ \ /\ / _ \/ \
\____/\_/ \_/\/ \__/ \/ \/\_/ \_/\_/HOME: https://github.com/infinilabs/gateway/[GATEWAY] A light-weight, powerful and high-performance search gateway, open-sourced under the GNU AGPLv3.
[GATEWAY] 1.28.1#1978, 2025-01-24 18:34:08, 2025-12-31 10:10:10, 93fd9e32500a, 8ecefd18d9eb, c511f8f4cab9
[02-11 14:53:16] [INF] [app.go:311] initializing gateway, pid: 22599
[02-11 14:53:16] [INF] [app.go:312] using config: /Users/xu/Desktop/es/gateway-1.28.1-1978-mac-arm64/gateway.yml
[02-11 14:53:16] [INF] [instance.go:100] workspace: /Users/xu/Desktop/es/gateway-1.28.1-1978-mac-arm64/data/gateway/nodes/culf6pb55o15fe01mtvg
[02-11 14:53:16] [INF] [module.go:159] started module: badger
[02-11 14:53:16] [INF] [api.go:214] local ips: 192.168.5.53
[02-11 14:53:16] [INF] [api.go:312] api server listen at: http://0.0.0.0:2900
[02-11 14:53:16] [INF] [module.go:159] started module: api
[02-11 14:53:16] [INF] [module.go:159] started module: disk_queue
[02-11 14:53:16] [INF] [actions.go:420] elasticsearch [logging-server] is available
[02-11 14:53:16] [INF] [module.go:159] started module: elasticsearch
[02-11 14:53:16] [INF] [module.go:159] started module: kafka_queue
[02-11 14:53:16] [INF] [module.go:159] started module: queue
[02-11 14:53:16] [INF] [module.go:159] started module: redis
[02-11 14:53:16] [INF] [module.go:159] started module: s3
[02-11 14:53:16] [INF] [module.go:159] started module: simple_stats
[02-11 14:53:16] [INF] [module.go:159] started module: task
[02-11 14:53:16] [INF] [actions.go:420] elasticsearch [prod] is available
[02-11 14:53:16] [INF] [pipeline.go:418] creating pipeline: pipeline_logging_merge
[02-11 14:53:16] [INF] [pipeline.go:418] creating pipeline: ingest_pipeline_logging
[02-11 14:53:16] [INF] [pipeline.go:418] creating pipeline: async_messages_merge
[02-11 14:53:16] [INF] [pipeline.go:418] creating pipeline: metrics_merge
[02-11 14:53:16] [INF] [pipeline.go:418] creating pipeline: request_logging_merge
[02-11 14:53:16] [INF] [pipeline.go:418] creating pipeline: ingest_merged_requests
[02-11 14:53:16] [INF] [pipeline.go:418] creating pipeline: async_ingest_bulk_requests
[02-11 14:53:16] [INF] [module.go:159] started module: pipeline
[02-11 14:53:16] [INF] [module.go:178] started plugin: floating_ip
[02-11 14:53:16] [INF] [module.go:178] started plugin: force_merge
[02-11 14:53:16] [INF] [module.go:178] started plugin: metrics
[02-11 14:53:16] [INF] [module.go:178] started plugin: statsd
[02-11 14:53:17] [INF] [reverseproxy.go:299] elasticsearch [prod] hosts: [] => [127.0.0.1:9200]
[02-11 14:53:17] [INF] [entry.go:420] entry [my_es_entry] listen at: http://0.0.0.0:8000
[02-11 14:53:17] [INF] [module.go:178] started plugin: gateway
[02-11 14:53:17] [INF] [module.go:184] all modules are started
[02-11 14:53:17] [INF] [app.go:537] gateway is up and running now.认证之后，可以从 Gateway 代理到 Easysearch：
Gateway 注册到 Console
注册时候用的是 2900 端口，如果注册到 8000 是无法连接的。
注册完成就会显示 Gateway 的信息：
本文围绕在 Mac 系统上安装、配置和使用 Easysearch 展开，详细介绍了各组件的安装过程、遇到的问题及解决办法，以下是详细总结：
1. 安装背景与前期准备
在学习阶段缺少服务器时，可使用 Mac 进行 Easysearch 的安装学习，但官网未提供 Mac 版安装教程。Easysearch 运行依赖 Java，程序启动时会从当前目录的 JDK 查找 Java，即便环境变量已配置也可能无法找到，解决办法有：一是下载 JDK 二进制文件，重命名为“jdk”放在 Easysearch 根目录；二是下载自带 JDK 的 Easysearch bundle 包。
2. Easysearch 安装与启动
- 初始化：执行
bin/initialize.sh脚本设置 TLS 证书和集群密码，初始化过程会提示覆盖证书和密码的风险，需确认是否继续，并可选择是否将凭证记录到日志文件。初始化成功后会显示集群的密码和连接信息，如curl -ku admin:db3e19a8c1c9f7755763 https://localhost:9200。 - 启动集群：启动命令为
bin/Easysearch，默认监听 9200 端口。启动过程中可能出现无法加载 JNA 本地支持库的警告，但不影响后续启动和使用。
3. 连接与验证
使用 Postman 尝试连接，需用到初始化时生成的密码（默认存放在log/initialize.log），可正常返回 HTTP 响应，验证了 Easysearch 集群的可访问性。
4. Console 使用
下载并运行二进制文件./console-mac-arm64，服务监听在 9000 端口，可替代 Kibana 连接 Easysearch、ES 和 OpenSearch。运行过程中会有部分警告信息，如重复的架构定义，但不影响基本功能使用，还可查看集群信息和进行 DSL 查询。
5. Gateway 使用
- 配置问题与解决：INFINI Gateway 是高性能数据网关，Mac 上运行时可能因安全规则报错，需在“系统偏好设置 - 安全性与隐私 - 通用”中点击“仍然允许”。若配置不正确会出现连接不上集群的错误，修改配置文件后可正常启动。
- 启动与功能验证：启动命令为
./gateway-mac-arm64，启动后各模块和插件依次启动，可实现索引级别的限速限流、缓存加速、查询审计等功能。认证后可从 Gateway 代理到 Easysearch，还可将 Gateway 注册到 Console。
相关文章：
Macbook Pro快速搭建Easysearch学习环境
在学习过程中，我们有时身边没有可用的服务器，这时就需要借助自己的 Mac 来安装和学习 Easysearch。然而，Easysearch 官网并未提供 Mac 版本的安装教程，下面我将详细整理我在 Mac 上安装和使用 Easysearch 的折腾经历。 Easysearc…...
老游戏回顾：SWRacer
竞速类游戏里，我很怀念它。 虽然已经25年过去了。 相比之下，别的游戏真的没法形容。 ---- 是LucasArts制作的一款赛车竞速游戏； 玩家要扮演一名银河旅行者参加各种赛车比赛，赢得奖金，在经历了八个不同星球上的24场…...
Firefox无法隐藏标题栏
Openbox 窗管 Firefox 无法隐藏标题栏。 深度Linux安装火狐,Linux(deepin) 下隐藏 Firefox 标题栏-CSDN博客 需要在 desktop 的 exec 中增加环境变量： Execenv MOZ_GTK_TITLEBAR_DECORATIONclient firefox...
vue基础（五）
Vue 实例在创建、挂载、更新、销毁的过程中会触发一系列的生命周期钩子（Lifecycle Hooks），让开发者可以在不同阶段执行逻辑。 1. Vue 2 生命周期完整流程 生命周期的四个主要阶段 创建阶段（Creation）挂载阶段&#…...
MySQL的深度分页如何优化？
大家好，我是锋哥。今天分享关于【MySQL的深度分页如何优化？】面试题。希望对大家有帮助； MySQL的深度分页如何优化？ 1000道 互联网大厂Java工程师 精选面试题-Java资源分享网 MySQL的深度分页（即跳过大量数据后进行分…...
深度学习每周学习总结R6（RNN实现阿尔茨海默病诊断）
🍨 本文为🔗365天深度学习训练营 中的学习记录博客R8中的内容，为了便于自己整理总结起名为R6🍖 原作者：K同学啊 | 接辅导、项目定制 目录 0. 总结1. 数据集介绍2. 数据预处理3. 模型构建4. 初始化模型及优化器5. 训练函…...
Node.js 多模态图像描述服务 调用siliconflow：现代 JavaScript 实践
Node.js 多模态图像描述服务：现代 JavaScript 实践 项目背景 本项目使用 Node.js 和 TypeScript 实现一个高性能的图像描述微服务，展示 JavaScript 在多模态 AI 应用中的强大能力。 技术栈 Node.jsTypeScriptExpress.jsOpenAI APIdotenvRxJS (可选&a…...
机器学习数学基础：21.特征值与特征向量
一、引言 在现代科学与工程的众多领域中，线性代数扮演着举足轻重的角色。其中，特征值、特征向量以及相似对角化的概念和方法，不仅是线性代数理论体系的核心部分，更是解决实际问题的有力工具。无论是在物理学中描述系统的振动模式…...
【目标检测json2txt】label从COCO格式json文件转YOLO格式txt文件
目录 🍀🍀1.COCO格式json文件 🌷🌷2.YOLO格式txt文件 💖💖3.xml2json代码（python） 🐸🐸4.输入输出展示 🙋🙋4.1输入json 🍂🍂4.2输出txt 整理不易，欢迎一键三连！！！ 送你们一条美丽的--分割线-- 🍀🍀1.COCO格式json文件 COCO数…...
强化学习之 PPO 算法：原理、实现与案例深度剖析
目录 一、引言二、PPO 算法原理2.1 策略梯度2.2 PPO 核心思想 三、PPO 算法公式推导3.1 重要性采样3.2 优势函数估计 四、PPO 算法代码实现（以 Python 和 PyTorch 为例）五、PPO 算法案例应用5.1 机器人控制5.2 自动驾驶 六、总结 一、引言 强化学习作为…...
vue-点击生成动态值，动态渲染回显输入框
1.前言 动态点击生成数值，回显输入框，并绑定。 2.实现 <template><div style"display:flex;align-items: center;flex-direction:row"><a-input:key"inputKey"v-model"uploadData[peo.field]"placehold…...
高性能 ：OpenAI Triton Open-source GPU programming Language LINUX 环境配置
目录 配置triton环境cudabuild-essential带有pip的python环境直接安装pipanaconda 安装 triton 环境pip install tritonpip install torch 运行test示例vector-add.pylaunch.json 配置triton环境 cuda wget http://developer.download.nvidia.com/compute/cuda/11.0.2/local_…...
TCP 端口号为何位于首部前四个字节？协议设计的智慧与启示
知乎的一个问题很有意思：“为什么在TCP首部中要把TCP的端口号放入最开始的四个字节？” 这种问题很适合我这种搞历史的人，大年初一我给出了一个简短的解释，但仔细探究这个问题，我们将会获得 TCP/IP 被定义的过程。 文…...
HTML之JavaScript函数声明
HTML之JavaScript函数声明 1. function 函数名(){}2. var 函数名 function(){}<!DOCTYPE html> <html lang"en"><head><meta charset"UTF-8"><meta name"viewport" content"widthdevice-width, initial-scale1…...
R 数组：高效数据处理的基础
R 数组：高效数据处理的基础 引言 在数据科学和统计分析领域，R 语言以其强大的数据处理和分析能力而备受推崇。R 数组是 R 语言中用于存储和操作数据的基本数据结构。本文将详细介绍 R 数组的创建、操作和优化，帮助读者掌握 R 数组的使用技巧…...
git服务器搭建，gitea服务搭建，使用systemclt管理服务
文章目录 页面展示使用二进制文件安装git服务下载选择架构使用wget下载安装 验证 GPG 签名服务器设置准备环境创建systemctl文件 备份与恢复备份命令 (dump)恢复命令 (restore) 页面展示 使用二进制文件安装git服务 所有打包的二进制程序均包含 SQLite，MySQL 和 Po…...
Pdf手册阅读（1）--数字签名篇
原文阅读摘要 PDF支持的数字签名， 不仅仅是公私钥签名，还可以是指纹、手写、虹膜等生物识别签名。PDF签名的计算方式，可以基于字节范围进行计算，也可以基于Pdf 对象（pdf object）进行计算。 PDF文件可能包…...
嵌入式WebRTC压缩至670K，目标将so动态库压缩至500K，.a静态库还可以更小
最近把EasyRTC的效果发布出去给各大IPC厂商体验了一下，直接就用EasyRTC与各个厂商的负责人进行的通话，在通话中，用户就反馈效果确实不错！ 这两天有用户要在海思hi3516cv610上使用EasyRTC，工具链是：gcc-2024…...
百度高德地图坐标转换
百度地图和高德地图的侧重点不太一样。同样一个地名，在百度地图网站上搜索到的地点可能是商业网点，在高德地图网站上搜索到的地点可能是自然行政地点。 高德地图api 在高德地图中，搜索地名，如“乱石头川”，该地名会出…...
ES 索引结构
ES 既不像 MySQL 这样有严格的 Schema，也不像 MongoDB 那样完全无 Schema，而是介于两者之间。 1️⃣ ES 的 Schema 模式 ES 默认是 Schema-less（无模式） 的，允许动态添加字段。 但 ES 也支持 Schema（映射 …...
从零构建企业级API客户端：设计模式、类型安全与工程实践
1. 项目概述与核心价值最近在对接一个名为“Seedance2”的第三方API服务时，我遇到了一个不大不小的麻烦。这个服务本身功能强大，提供了从数据同步、事件处理到复杂业务逻辑编排等一系列能力，但它的官方SDK要么文档语焉不详，要么在…...
资深工程师如何应对年龄增长带来的工作挑战：从照明优化到人体工学实践
1. 从一次生日派对说起：工程师的“年龄”与“视界”去年，我参加了一个在餐厅举办的50岁生日派对。餐厅的灯光有些昏暗，当菜单递过来时，除了我，桌上的每个人都掏出了手机，打开了LED手电筒。而在隔壁桌&#…...
数学竞赛资源合集
《高中数学•竞赛教程》四册(第三版) 文件大小: 1.1GB内容特色: 四册高清笔记真题拆解，省队教练亲授适用人群: 想一年冲省一的高一高二竞赛党核心价值: 刷完这套，一试二试不再丢分下载链接: https://pan.quark.cn/s/7a64da5c8d8d 浙大优学-高中数学竞赛…...
C++多线程编程：深入剖析std::thread的使用方法
一、线程std::thread简介std::thread 是 C11 中引入的一个库，用于实现多线程编程。它允许程序创建和管理线程，从而实现并发执行。std::thread 在 #include<thread>头文件中声明，因此使用 std::thread 时需要包含 #include<thread>…...
对比自行维护多个API密钥Taotoken的密钥管理带来了哪些便利
🚀 告别海外账号与网络限制！稳定直连全球优质大模型，限时半价接入中。 👉 点击领取海量免费额度 对比自行维护多个API密钥，Taotoken的密钥管理带来了哪些便利 在构建基于大模型的应用时，开发者常常需要接入…...
lobu框架：一体化全栈AI应用开发，告别胶水代码，快速构建智能应用
1. 项目概述：一个面向开发者的AI原生应用框架最近在开源社区里，lobu-ai/lobu这个项目开始引起了不少开发者的注意。如果你正在寻找一个能帮你快速构建、部署和管理AI应用的工具，那它很可能就是你一直在找的答案。简单来说，lobu是一…...
2026最权威的五大降AI率网站横评
Ai论文网站排名（开题报告、文献综述、降aigc率、降重综合对比） TOP1. 千笔AI TOP2. aipasspaper TOP3. 清北论文 TOP4. 豆包 TOP5. kimi TOP6. deepseek 于当下学术研究的语境里，AI论文工具有着强大功能，可全面涵盖文献梳理…...
2026届学术党必备的十大AI写作网站解析与推荐
Ai论文网站排名（开题报告、文献综述、降aigc率、降重综合对比） TOP1. 千笔AI TOP2. aipasspaper TOP3. 清北论文 TOP4. 豆包 TOP5. kimi TOP6. deepseek 针对AI领域当中的那批研究者，以及高校里的老师和学生，还有产业方面的…...
为什么“忘记密码“只能重置不能找回？背后藏着一个精妙的数学秘密
99%的人每天都在用它，却从来不知道它的存在你一定遇到过这种事：忘了某个网站的密码，点击"找回密码"，结果网站只让你"重置密码"——它为什么不能直接告诉你原来的密码是什么？答案可能出乎你的意料&…...
YOLO26改进 | featurefusion |红外小目标检测的自适应多尺度细节保融模块
💡💡💡本专栏所有程序均经过测试，可成功执行💡💡💡 本文给大家带来的教程是将YOLO26的特征融合替换为DPCF来提取特征。文章在介绍主要的原理后，将手把手教学如何进行模块的代码添加和…...