注明:本文并不对openflow进行分析,本人也是略略知道这个概念,对flowvisor也只是对其API有所测试,更深的源码并未涉及,只是希望该文能对以后的flowvisor研究者提供些许帮助。

一:flowvisor简介

  flowvisor是基于openflow的一个中间代理层,其目的在于对物理资源的抽象和分片,从而使得每个控制器下的slice相互隔离,从而做到网络的虚拟化。现有的openflow机制中,主要提供了虚拟交换机如open vswitch,还有控制器如POX,floodlight等,但没有一个很好地资源抽象来实现多用户隔离和分片,flowvisor就是希望完成这个目标。

  flowvisor中有几个比较关键的概念。

  1.flow:这个其实是对应着openflow报文的10个field的,每一个精确地flow就是这10个filed的一个精确匹配。换言之,由于这10个field总计占256bit,所以这是一个256维的空间,每一个flow就是这个256维空间中的一个点.

  2.flowspace:上文提到整个openflow报文在匹配(match)时是一个256维空间中的一个点,那么对于整个网络而言,其flowspace就是256维空间。正如论文中所说的那样,flowspace是他们对匹配头的一个称呼。比如slice1下控制有一个所有协议使用TCP/IP的报文的流,那么这所有符合这个匹配条件的流就是这一个slice所对应的子空间,也就是改slice所拥有的一个flowspace。不同的slice可以对同一个flowspace有权限,但其权限应该不同.此概念不易理解,可以直接参考论文进行理解。

  3.slice:网络虚拟化的目的,就是希望不同的用户看到完全隔离的不同的物理网络,但实际网络并非用户看到的那样,所以slice就是一个对物理网络的抽象和划分,就是资源的分割,权限的分配。每一个slice本质上就是一个配置文件,其中对slice的参数进行的描述。在flowvisor中,其存储在数据库中。

  flowvisor是基于RPC机制的,目前其使用的是JSON-RPC机制,其大致机制如下:

二:API测试

测试环境:ubuntu12.04 LTS

节点拓扑结构:

flowspace match字段: all or any is used to specify a flow that matches all packets.

in_port=port_no

Matches  physical  port  port_no.   Switch ports are numbered as

displayed by fvctl getDeviceInfo DPID.

dl_vlan=vlan

Matches IEEE 802.1q virtual LAN tag  vlan.   Specify  0xffff  as

vlan  to  match  packets that are not tagged with a virtual LAN;

otherwise, specify a number between 0 and  4095,  inclusive,  as

the 12-bit VLAN ID to match.

dl_src=mac

Matches  Ethernet  source address mac, which should be specified

as 6 pairs of  hexadecimal  digits  delimited  by  colons,  e.g.

00:0A:E4:25:6B:B0.

dl_dst=mac

Matches Ethernet destination address mac.

dl_type=ethertype

Matches Ethernet protocol type ethertype, which should be speci‐

fied as a integer between 0 and 65535, inclusive, either in dec‐

imal  or  as a hexadecimal number prefixed by 0x, e.g. 0x0806 to

match ARP packets.

nw_src=ip[/netmask]

Matches IPv4 source address ip, which should be specified as  an

IP  address,  e.g.  192.168.1.1.   The  optional  netmask allows

matching only on an IPv4 address prefix.  The netmask is  speci‐

ficed "CIDR-style", i.e., 192.168.1.0/24.

nw_dst=ip[/netmask]

Matches IPv4 destination address ip.

nw_proto=proto

Matches  IP  protocol type proto, which should be specified as a

decimal number between 0 and 255, inclusive, e.g. 6 to match TCP

packets.

nw_tos=tos/dscp

Matches  ToS/DSCP  (only  6-bits, not modify reserved 2-bits for

future use) field of IPv4 header tos/dscp, which should be spec‐

ified as a decimal number between 0 and 255, inclusive.

tp_src=port

Matches transport-layer (e.g., TCP, UDP, ICMP) source port port,

which should be specified as a  decimal  number  between  0  and

65535  (in  the case of TCP or UDP) or between 0 and 255 (in the

case of ICMP), inclusive, e.g. 80 to match  packets  originating

from a HTTP server.

tp_dst=port

Matches transport-layer destination port port.

slice权限参数:DELEGATE(1), READ(2), and WRITE(4)

API测试:

一:add-

1.add-slice:

命令语法:

fvctl add-slice [options] <slicename> <controller-url> <admin-email>

-d DROP, --drop-policy=DROP

Drop rule type; default='exact'

-l, --recv-lldp       Slice to receive unknown LLDP; default=False

-f FLOW, --flowmod-limit=FLOW

Slice tcam usage; default is none (-1)

-r RATE, --rate-limit=RATE

Slice control path rate limit; default is none (-1)

-p PASSWD, --password=PASSWD

Slice password

--disabled            Disable this slice initially; default=False

输入:fvctl -p 8081 add-slice -l s4 tcp:127.0.0.1 hyd@126.com

输出:

Slice s4 was successfully created

root@icecamel-virtual-machine:/home/icecamel/nv# fvctl -p 8081 list-slice-info s4

Password:

{

"admin-contact": "hyd@126.com",

"admin-status": true,

"controller-url": "tcp:127.0.0.1:6633",

"current-flowmod-usage": 0,

"current-rate": 0,

"drop-policy": "exact",

"recv-lldp": true,

"slice-name": "s4"

}

输入:fvctl -p 8081 add-slice -r 1 s5 tcp:127.0.0.1:6640 hyd@126.com

输出:

Slice s5 was successfully created

root@icecamel-virtual-machine:/home/icecamel/nv# fvctl -p 8081 list-slice-info s5

Password:

{

"admin-contact": "hyd@126.com",

"admin-status": true,

"controller-url": "tcp:127.0.0.1:6640",

"current-flowmod-usage": 0,

"current-rate": 0,

"drop-policy": "exact",

"recv-lldp": false,

"slice-name": "s5"

}

ps:

1.slice不可同名

2.slice的controller不可相同

2.add-flowspace

语法规则: fvctl add-flowspace [options] <flowspace-name> <dpid> <priority> <match> <slice-perm>

Options:

-h, --help            show this help message and exit

-q QUEUES, --queues=QUEUES

Define list of queues permitted on this flowspace.

-f FQUEUE, --forced-queue=FQUEUE

Force a queue id upon output action.

注明:match字段如文档开头描述,在这里用perm1=x1,perm=x2的形式列举希望匹配的字段即可,all或者any可以表示所有资源,slice-perm的规则是slice-name1=num1,slice-name2=num2,其中slice权限参数:DELEGATE(1), READ(2), and WRITE(4)

输入:fvctl -p 8081 add-flowspace -f 2 fs3 all 100 all s1=5

输出:

FlowSpace fs3 was added with request id 4

{"force-enqueue": 2, "name": "fs3", "slice-action": [{"slice-name": "s1", "permission": 5}], "queues": [], "priority": 100, "dpid": "all_dpids", "id": 5, "match": {"wildcards": 4194303}}

输入:fvctl -p 8081 add-flowspace fs12 all 90 all s2=4

输出:

{

"dpid": "all_dpids",

"force-enqueue": -1,

"id": 7,

"match": {

"wildcards": 4194303

},

"name": "fs12",

"priority": 90,

"queues": [],

"slice-action": [

{

"permission": 4,

"slice-name": "s2"

}

]

}

ps:

如果执行fvctl -p 8081 add-flowspace all 90 all s1=5,s2=5,会出现两个完全一模一样的flowspace,其ID也是一样的,避免使用。

二:list-

1.list-datapaths:Displays the devices

输入: fvctl -p 8081 list-datapaths

输出:Connected switches:

1 : 00:00:1e:e3:d3:5e:b1:47

2 : 00:00:4a:e6:f6:f2:1e:4c

3 : 00:00:72:cf:98:c4:27:41

4 : 00:00:ee:95:d7:4d:0f:49

2.list-datapath-info:Displays information for a connected device

输入:fvctl -p 8081 list-datapath-info 00:00:1e:e3:d3:5e:b1:47 (00:00:1e:e3:d3:5e:b1:47 是dpid)

输出:

{

"connection": "/127.0.0.1:6633-->/127.0.0.1:58527",

"current-flowmod-usage": {

"fvadmin": 0,

"s1": 0,

"s2": 0

},

"dpid": "00:00:1e:e3:d3:5e:b1:47",

"num-ports": 4,

"port-list": [

3,

2,

65534,

1

],

"port-names": [

"b2-b3",

"b2-b1",

"b2",

"p2"

]

}

3.list-datapath-stats:Display statistics for a connected device

输入:fvctl -p 8081 list-datapath-stats 00:00:1e:e3:d3:5e:b1:47

输出:

{

"drop": {

"Total": {}

},

"rx": {

"Total": {

"ECHO_REPLY": 426,

"ECHO_REQUEST": 423,

"FEATURES_REPLY": 1,

"HELLO": 1

},

"classifier-dpid=00:00:1e:e3:d3:5e:b1:47": {

"ECHO_REPLY": 426,

"ECHO_REQUEST": 423,

"FEATURES_REPLY": 1,

"HELLO": 1

}

},

"tx": {

"Total": {

"ECHO_REPLY": 423,

"ECHO_REQUEST": 426,

"FEATURES_REQUEST": 1,

"FLOW_MOD": 1,

"HELLO": 1

},

"classifier-dpid=00:00:1e:e3:d3:5e:b1:47": {

"ECHO_REPLY": 423,

"ECHO_REQUEST": 426,

"FEATURES_REQUEST": 1,

"FLOW_MOD": 1,

"HELLO": 1

}

}

}

4.list-slices: Displays the configured slices

输入:fvctl -p 8081 list-slices

输出:

fvadmin         --> enabled

s1              --> enabled

s2              --> enabled

5.list-slice-info:Displays slice information

输入:fvctl -p 8081 list-slice-info s1

输出:

{

"admin-contact": "hyd@126.com",

"admin-status": true,

"controller-url": "tcp:127.0.0.1:6636",

"current-flowmod-usage": 0,

"current-rate": 0,

"drop-policy": "exact",

"recv-lldp": false,

"slice-name": "s1"

}

6.list-slice-stats:Displays statistics about a slice

输入:

fvctl -p 8081 list-slice-stats s1

fvctl -p 8081 list-slice-stats s2

fvctl -p 8081 list-slice-stats fvadmin

输出:

Internal Error -> list-slice-stats: No stats exist for this slice : s1

Internal Error -> list-slice-stats: No stats exist for this slice : s2

Internal Error -> list-slice-stats: No stats exist for this slice : fvadmin

7.list-flowspace:

fvctl list-flowspace [options]

-s SLICE, --slice-name=SLICE Fetch flowspace for specified slice.

-x, --output-hex      Displays relevant fields in hex

-p, --pretty-print    Pretty print output

--show-disabled       Display flowspace for disabled slices

输入1fvctl -p 8081 list-flowspace

输出1:

{"force-enqueue": -1, "name": "fs1", "slice-action": [{"slice-name": "s1", "permission": 5}], "queues": [], "priority": 100, "dpid": "all_dpids", "id": 1, "match": {"wildcards": 4194263, "nw_proto": 0, "dl_dst": "78:45:c4:2d:72:51"}}

输入2fvctl -p 8081 list-flowspace  -s s1

输出:符合结果

输入3:fvctl -p 8081 list-flowspace  -x (可输入slice-name)

输入3:fvctl -p 8081 list-flowspace -p:以列表形式输出

8.list-datapath-flowdb:Displays the contents of the flow db if flow tracking is enabled(跟踪从slice push到switch的flow)

输入:fvctl -p 8081 list-datapath-flowdb 00:00:1e:e3:d3:5e:b1:47

输出:

Flows seen at FlowVisor:

9. list-datapath-flowrewritedb:Displays the rewrites (or expansions) FlowVisor has applied(当controller把一个flow向flowvisor push的时候,flowvisor可能会扩展该流,次命令查阅该扩展)

命令格式:fvctl list-datapath-flowrewritedb slice-name dpid

输入:fvctl -p 8081 list-datapath-flowrewritedb s1 00:00:36:f1:bb:00:67:47

输出:

Rewrites applied by FlowVisor:

输入:fvctl -p 8081 list-datapath-flowrewritedb s1 000036f1bb006747

输出:同上

ps:dpid的格式如果错误,会报错,详情如下:

输入:fvctl -p 8081 list-datapath-flowrewritedb s2 0000-3a02-5569-824c

输出:

HTTP Error 500: Server Error

Rewrites applied by FlowVisor:

Traceback (most recent call last):

File "/usr/local/bin/fvctl", line 1103, in <module>

do_func(gopts, opts, args)

File "/usr/local/bin/fvctl", line 702, in do_listrewritedb

for fbe in ret:

TypeError: 'NoneType' object is not iterable

10:list-fs-status:

命令格式: fvctl list-fs-status <fs-id>

命令作用:查看添加flowspace的请求是否被处理或者请求,返回值有UNKNOWN,PENDING,SUCCESS,或者错误信息

输入:fvctl -p 8081 list-fs-status 1

输出:FlowSpace Request id 1 : SUCCESS

输入:   fvctl -p 8081 list-fs-status 10

输出:FlowSpace Request id 10 : UNKNOWN

11:list-fv-health:呈现一些参数

输入:fvctl -p 8081  list-fv-health

输出:

{

"average-delay": 0,

"instant-delay": 0

}

12:list-links:

输入:fvctl -p 8081 list-links

输出:

[

{

"attributes": "fakeLink=true",

"dstDPID": "00:00:42:49:a6:41:b1:41",

"dstPort": "1",

"srcDPID": "00:00:3a:02:55:69:82:4c",

"srcPort": "0"

},

{

"attributes": "fakeLink=true",

"dstDPID": "00:00:62:0b:89:0d:f5:46",

"dstPort": "1",

"srcDPID": "00:00:42:49:a6:41:b1:41",

"srcPort": "0"

},

{

"attributes": "fakeLink=true",

"dstDPID": "00:00:36:f1:bb:00:67:47",

"dstPort": "1",

"srcDPID": "00:00:62:0b:89:0d:f5:46",

"srcPort": "0"

},

{

"attributes": "fakeLink=true",

"dstDPID": "00:00:3a:02:55:69:82:4c",

"dstPort": "1",

"srcDPID": "00:00:36:f1:bb:00:67:47",

"srcPort": "0"

}

]

三:配置

1.get-config:fvctl -p 8081 get-config

结果:Password:

{

"api_jetty_webserver_port": 8081,

"api_webserver_port": 8080,

"checkpointing": false,

"config_name": "default",

"db_version": "2",

"enable-topo-ctrl": false,

"flood-perm": {

"dpid": "all",

"slice-name": "fvadmin"

},

"flow-stats-cache": 30,

"flowmod-limit": {

"fvadmin": {

"00:00:1e:e3:d3:5e:b1:47": -1,

"00:00:4a:e6:f6:f2:1e:4c": -1,

"00:00:72:cf:98:c4:27:41": -1,

"00:00:ee:95:d7:4d:0f:49": -1,

"any": null

},

"s1": {

"00:00:1e:e3:d3:5e:b1:47": -1,

"00:00:4a:e6:f6:f2:1e:4c": -1,

"00:00:72:cf:98:c4:27:41": -1,

"00:00:ee:95:d7:4d:0f:49": -1,

"any": null

},

"s2": {

"00:00:1e:e3:d3:5e:b1:47": -1,

"00:00:4a:e6:f6:f2:1e:4c": -1,

"00:00:72:cf:98:c4:27:41": -1,

"00:00:ee:95:d7:4d:0f:49": -1,

"any": null

}

},

"host": "localhost",

"log_facility": "LOG_LOCAL7",

"log_ident": "flowvisor",

"logging": "NOTE",

"stats-desc": false,

"track-flows": false,

"version": "flowvisor-1.4.0"

}

2.set-config:设置flowvisor的参数:

For flood permissions, if both the dpid and the

slice are given, then that slice is given permission for that dpid. Otherwise,

the given slice is set as the slice global flood permissions. For flowmod

limits, the limit is set per slice per dpid. The dpid in case could be 'any'.

语法规则:

fvctl set-config [options]

Options:

-h, --help            show this help message and exit

-f SLICE[,DPID], --flood-perm=SLICE[,DPID]

Set the floodperm

-l SLICE,DPID,LIMIT, --flowmod-limit=SLICE,DPID,LIMIT

Set the flowmod limit.

--enable-tracking     Enable flow tracking.

--disable-tracking    Disable flow tracking.

--enable-stats-desc   Enable stats description hijacking.

--disable-stats-desc  Disable stats description hijacking.

--enable-topo-ctrl    Enable topology controller.

--disable-topo-ctrl   Disable topology controller.

-c CACHE, --flow-stats-cache=CACHE

Set the aging timer for the flow stats cache.

输入:fvctl -p 8081 set-config -f s1 -- enable-tracking

输出:

Configuration has been updated

(调用get-config后可以看到的确成功修改)

输入:fvctl -p 8081 set-config -l s1,00:00:36:f1:bb:00:67:47,10

输出:(修改成功)

root@icecamel-virtual-machine:~# fvctl -p 8081 get-config -s s1 -d 00:00:36:f1:bb:00:67:47

Password:

{

"api_jetty_webserver_port": 8081,

"api_webserver_port": 8080,

"checkpointing": false,

"config_name": "default",

"db_version": "2",

"enable-topo-ctrl": false,

"flood-perm": {

"dpid": "00:00:36:f1:bb:00:67:47",

"slice-name": ""

},

"flow-stats-cache": 30,

"flowmod-limit": {

"s1": {

"00:00:36:f1:bb:00:67:47": 10

}

},

"host": "localhost",

"log_facility": "LOG_LOCAL7",

"log_ident": "flowvisor",

"logging": "NOTE",

"stats-desc": false,

"track-flows": true,

"version": "flowvisor-1.4.0"

}

3.save-config:

语法规则:fvctl save-config <file>

输入: fvctl -p 8081 save-config /home/icecamel/nv/config_test.json

输出:

Config file written to /home/icecamel/nv/config_test.json.

root@icecamel-virtual-machine:/home/icecamel/nv# ls

config_test.json

四:remove与update

1.remove-slice

输入:fvctl -p 8081 remove-slice s4

输出:(正常删除)

2.remove-flowspace

输入:fvctl -p 8081 remove-flowspace fs4

输出:(正常删除)

ps:之前在add-flowspace时通过命令fvctl -p 8081 add-flowspace all 100 all s1=5,s2=5同时生成的两个一模一样的flowspace通过该命令会被同时删除

3.update-admin-password

语法规则:

fvctl update-admin-password [options]

Update the admin password.

Options:

-h, --help            show this help message and exit

-p PASSWD, --password=PASSWD

New password for admin.

输入:fvctl update-admin-password -p 123

正常更改

输入:fvctl -p 8081 update-admin-password -p 123

输出:前面的更改生效且这次也成功更改

ps:在修改过后重启,密码修改失效

4.update-flowspace

语法规则:

fvctl update-flowspace [options] <flowspace-name>

Options:

-h, --help            show this help message and exit

-d DPID, --dpid=DPID  Set the dpid for flowspace entry.

-p PRIO, --priority=PRIO

Set the priority for flowspace entry.

-m MATCH, --match=MATCH

Set the match for flowspace entry.

-s SACT, --slice-action=SACT

Set the slice(s) for flowspace entry.

-q QUEUES, --queues=QUEUES

Define list of queues permitted on this flowspace.

-f FQUEUE, --forced-queue=FQUEUE

Force a queue id upon output action.

输入:fvctl -p 8081 update-flowspace fs6 -m dl_src=0a:a1:f9:da:26:13,nw_proto=0x1

输出:

Flowspace fs6 was updated with request id 10

{

"dpid": "all_dpids",

"force-enqueue": -1,

"id": 10,

"match": {

"dl_src": "0a:a1:f9:da:26:13",

"nw_proto": 1,

"wildcards": 4194267

},

"name": "fs6",

"priority": 101,

"queues": [

2,

3,

4

],

"slice-action": [

{

"permission": 5,

"slice-name": "s2"

}

]

}

(成功修改,且无论是添加flowspace还是修改flowspace,均会使id增加,修改id为x的flowspace,其输出结果id=x+n,且该flowspace 的id变为x)

输入:fvctl -p 8081 update-flowspace fs6 -s s2=5

输出:Flowspace fs6 was updated with request id 11

5.update-slice-password

语法规则:fvctl update-slice-password slice-name -p NewPasswd\

输入:fvctl update-slice-password s2 -p 123

输出:Slice password for s2 has been updated.

6.update-slice

语法规则:fvctl update-slice [options] <slicename>

输入:fvctl -p 8081 update-slice s1 -n 192.168.1.133

输出:

Slice s1 has been successfully updated

{

"admin-contact": "hyd@126.com",

"admin-status": true,

"controller-url": "tcp:192.168.1.133:6636",

"current-flowmod-usage": 0,

"current-rate": 0,

"drop-policy": "exact",

"recv-lldp": false,

"slice-name": "s1"

}

输入: fvctl -p 8081 update-slice s1 -d rule

输出:

Slice s1 has been successfully updated

root@icecamel-virtual-machine:/home/icecamel/nv# fvctl -p 8081 list-slice-info s1

Password:

{

"admin-contact": "hyd@126.com",

"admin-status": true,

"controller-url": "tcp:192.168.1.133:6636",

"current-flowmod-usage": 0,

"current-rate": 0,

"drop-policy": "rule",

"recv-lldp": false,

"slice-name": "s1"

}

7.register-event-callback:Registers for events from FlowVisor. Possible events are: DEVICE_CONNECTED,

SLICE_CONNECTED, SLICE_DISCONNECTED and FLOWTABLE_CALLBACK. For

FLOWTABLE_CALLBACK event type dpid has to be input with -d option. More events

may be added later.

语法规则:

fvctl register-event-callback <url> <methodname> <eventtype> <name>

一种基于openflow的虚拟化层软件flowvisor的API测试的更多相关文章

  1. 基于KVM的虚拟化研究及应用

    引言 虚拟化技术是IBM在20世纪70年代首先应用在IBM/370大型机上,这项技术极大地提高了大型机资源利用率.随着软硬件技术的迅速发展,这项属于大型机及专利的技术开始在普通X86计算机上应用并成为 ...

  2. 实战录 | 基于openflow协议的抓包分析

    <实战录>导语 云端卫士<实战录>栏目定期会向粉丝朋友们分享一些在开发运维中的经验和技巧,希望对于关注我们的朋友有所裨益.本期分享人为云端卫士安全SDN工程师宋飞虎,将带来基于 ...

  3. 26种基于PHP的开源博客系统

    26种基于PHP的开源博客系统 来源:本站原创 PHP学习笔记 以下列举的PHP开源Blog系统中,除了我们熟知的WordPress之外,大多都没有使用过,其中一些已经被淘汰,或者有人还在使用.除了做 ...

  4. 一种基于Qt的可伸缩的全异步C/S架构服务器实现(流浪小狗,六篇,附下载地址)

    本文向大家介绍一种基于Qt的伸缩TCP服务实现.该实现针对C/S客户端-服务集群应用需求而搭建.连接监听.数据传输.数据处理均在独立的线程池中进行,根据特定任务不同,可安排负责监听.传输.处理的线程数 ...

  5. 一种基于Qt的可伸缩的全异步C/S架构server实现(一) 综述

    本文向大家介绍一种基于Qt的伸缩TCP服务实现.该实现针对C/Sclient-服务集群应用需求而搭建. 连接监听.传输数据.数据处理均在独立的线程池中进行,依据特定任务不同,可安排负责监听.传输.处理 ...

  6. 一种基于自定义代码的asp.net网站首页根据IP自动跳转指定页面的方法!

    一种基于自定义代码的asp.net网站首页根据IP自动跳转指定页面的方法! 对于大中型网站,为了增强用户体验,往往需要根据不同城市站点的用户推送或展现相应个性化的内容,如对于一些大型门户网站的新闻会有 ...

  7. Java Native Interface 基于JNI的嵌入式手机软件开发实例

    1.通过JNI和c/c++的库组件.其他代码交互 2.java和c不能互通的原因时数据类型问题 Introduction https://docs.oracle.com/javase/8/docs/t ...

  8. 基于Android的闹钟的软件

    一.本课题要求:设计一个基于Android的闹钟的软件. 实现的功能有:能通过界面设置闹钟的启动条件建立后台服务进程,当满足触发条件时,闹钟响应相应事件. 二.需求分析 该课题实现在手机操作系统And ...

  9. 腾讯优图&港科大提出一种基于深度学习的非光流 HDR 成像方法

    目前最好的高动态范围(HDR)成像方法通常是先利用光流将输入图像对齐,随后再合成 HDR 图像.然而由于输入图像存在遮挡和较大运动,这种方法生成的图像仍然有很多缺陷.最近,腾讯优图和香港科技大学的研究 ...

随机推荐

  1. 小程序异步处理demo计时器setInterval()

    实现一个计时器/秒 其实就是要求对某字段每秒执行一次更新 这里用到了官方给的定时器 官方API 每秒刷新一次,所以用setInterval()方法 下面给出关键代码: 由于无关代码过多,这里尽可能贴出 ...

  2. 内部类 ( Inner Class )

    内部类的作用: 1.隐藏内部实现,高内聚. 2.Java多继承的实现. 何为Java的多继承? Java只支持单一继承,所以如果需要多继承,那么可用内部类来实现. 如何实现? 1.父类A public ...

  3. K:求取两个数的最大公约数的两个算法

    相关介绍:  最大公因数,也称最大公约数.最大公因子,指两个或多个整数共有约数中最大的一个.a,b的最大公约数记为gcd(a,b).同样的,a,b,c的最大公约数记为gcd(a,b,c),多个整数的最 ...

  4. 转:drupal sql查询count

    Count queries Count queries Any query may have a corresponding "count query". The count qu ...

  5. Java 开源博客 Solo 1.6.0 发布 - 新后台

    简介 Solo 是一款一个命令就能搭建好的 Java 开源博客系统,并内置了 15+ 套精心制作的皮肤.除此之外,Solo 还有着非常活跃的社区,文章分享到社区后可以让很多人看到,产生丰富的交流互动. ...

  6. sql处理百万级以上的数据提高查询速度的方法

    原文:http://blog.csdn.net/zhengyiluan/article/details/51671599 处理百万级以上的数据提高查询速度的方法: 1.应尽量避免在 where 子句中 ...

  7. Android 虚拟多开系列二——技术原理

    目录         Android虚拟多开应用有哪些?         Android虚拟多开应用技术原理有哪几类?         Android虚拟多开需求分析         反虚拟多开技术 ...

  8. tomcat优化记录

    1.使用jdk自带的Jconsole进行可视化查看: 2.使用jmeter做压力测试,做完后有几个重要的指标:正确率.cpu占用率.qps jvm: 3.tomcat server.xml优化: ar ...

  9. python数据处理与机器学习

    提纲 numpy: #genformtxt import numpy as np #genformtxtdata=np.genfromtxt("genfromtxtdata") # ...

  10. GitHub和SVN的区别

    今天了解一下svn和github的区别. 一.版本控制 版本控制是指对软件开发过程中各种程序代码.配置文件及说明文档等文件变更的管理,是软件配置管理的核心思想之一.版本控制最主要的功能就是追踪文件的变 ...