├── images
    ├── grafana.jpeg
    ├── influxdb.jpeg
    ├── web_log_anlyzst.jpg
    ├── structure_of_the_data.png
    └── nginx_log_processing_monitoring.png
├── .github
    └── ISSUE_TEMPLATE
    │   ├── custom.md
    │   ├── feature_request.md
    │   └── bug_report.md
├── .editorconfig
├── LICENSE
├── script
    ├── log_distribution.py
    ├── analyzer_threading.py
    └── analyzer_multiprocessing.py
├── .gitignore
└── README.md


/images/grafana.jpeg:
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https://raw.githubusercontent.com/EscapeLife/web-log-analyst/HEAD/images/grafana.jpeg


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/images/influxdb.jpeg:
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https://raw.githubusercontent.com/EscapeLife/web-log-analyst/HEAD/images/influxdb.jpeg


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/images/web_log_anlyzst.jpg:
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https://raw.githubusercontent.com/EscapeLife/web-log-analyst/HEAD/images/web_log_anlyzst.jpg


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/images/structure_of_the_data.png:
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https://raw.githubusercontent.com/EscapeLife/web-log-analyst/HEAD/images/structure_of_the_data.png


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/images/nginx_log_processing_monitoring.png:
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https://raw.githubusercontent.com/EscapeLife/web-log-analyst/HEAD/images/nginx_log_processing_monitoring.png


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/.github/ISSUE_TEMPLATE/custom.md:
--------------------------------------------------------------------------------
1 | ---
2 | name: Custom issue template
3 | about: Describe this issue template's purpose here.
4 | 
5 | ---
6 | 
7 | 
8 | 


--------------------------------------------------------------------------------
/.github/ISSUE_TEMPLATE/feature_request.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | name: Feature request
 3 | about: Suggest an idea for this project
 4 | 
 5 | ---
 6 | 
 7 | **Is your feature request related to a problem? Please describe.**
 8 | A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]
 9 | 
10 | **Describe the solution you'd like**
11 | A clear and concise description of what you want to happen.
12 | 
13 | **Describe alternatives you've considered**
14 | A clear and concise description of any alternative solutions or features you've considered.
15 | 
16 | **Additional context**
17 | Add any other context or screenshots about the feature request here.
18 | 


--------------------------------------------------------------------------------
/.editorconfig:
--------------------------------------------------------------------------------
 1 | # top-most EditorConfig file
 2 | root = true
 3 | 
 4 | # setting for all files
 5 | [*]
 6 | # character set
 7 | charset = utf-8
 8 | # indented style
 9 | end_of_line = lf
10 | # whether to insert a blank line at the end of a file
11 | insert_final_newline = true
12 | # whether to delete the space at the end of a line
13 | trim_trailing_whitespace = false
14 | 
15 | # python
16 | [*.py]
17 | indent_style = space
18 | indent_size = 4
19 | 
20 | # shell
21 | [*.sh]
22 | indent_style = space
23 | indent_size = 4
24 | 
25 | # javascript
26 | [*.js]
27 | indent_style = space
28 | indent_size = 2
29 | 
30 | # makefile
31 | [*.md]
32 | indent_style = tab
33 | 
34 | # json or .travis.yml
35 | [*.json]
36 | indent_style = space
37 | indent_size = 2
38 | 
39 | # yml
40 | [*.yml}]
41 | indent_style = space
42 | indent_size = 2
43 | 


--------------------------------------------------------------------------------
/.github/ISSUE_TEMPLATE/bug_report.md:
--------------------------------------------------------------------------------
 1 | ---
 2 | name: Bug report
 3 | about: Create a report to help us improve
 4 | 
 5 | ---
 6 | 
 7 | **Describe the bug**
 8 | A clear and concise description of what the bug is.
 9 | 
10 | **To Reproduce**
11 | Steps to reproduce the behavior:
12 | 1. Go to '...'
13 | 2. Click on '....'
14 | 3. Scroll down to '....'
15 | 4. See error
16 | 
17 | **Expected behavior**
18 | A clear and concise description of what you expected to happen.
19 | 
20 | **Screenshots**
21 | If applicable, add screenshots to help explain your problem.
22 | 
23 | **Desktop (please complete the following information):**
24 |  - OS: [e.g. iOS]
25 |  - Browser [e.g. chrome, safari]
26 |  - Version [e.g. 22]
27 | 
28 | **Smartphone (please complete the following information):**
29 |  - Device: [e.g. iPhone6]
30 |  - OS: [e.g. iOS8.1]
31 |  - Browser [e.g. stock browser, safari]
32 |  - Version [e.g. 22]
33 | 
34 | **Additional context**
35 | Add any other context about the problem here.
36 | 


--------------------------------------------------------------------------------
/LICENSE:
--------------------------------------------------------------------------------
 1 | MIT License
 2 | 
 3 | Copyright (c) 2017 Escape
 4 | 
 5 | Permission is hereby granted, free of charge, to any person obtaining a copy
 6 | of this software and associated documentation files (the "Software"), to deal
 7 | in the Software without restriction, including without limitation the rights
 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 9 | copies of the Software, and to permit persons to whom the Software is
10 | furnished to do so, subject to the following conditions:
11 | 
12 | The above copyright notice and this permission notice shall be included in all
13 | copies or substantial portions of the Software.
14 | 
15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
21 | SOFTWARE.
22 | 


--------------------------------------------------------------------------------
/script/log_distribution.py:
--------------------------------------------------------------------------------
 1 | import re
 2 | import random
 3 | import datetime
 4 | import threading
 5 | 
 6 | 
 7 | def read_log(path):
 8 |     with open(path) as f:
 9 |         for line in f:
10 |             yield line
11 | 
12 | 
13 | def parse(path):
14 |     o = re.compile(r'(?P<ip>\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}) .* .* \[(?P<time>.*)\] "(?P<method>\w+) (?P<url>[^\s]*) (?P<version>[\w|/\.\d]*)" (?P<status>\d{3}) (?P<length>\d+) "(?P<referer>[^\s]*)" "(?P<ua>.*)"')
15 |     for line in read_log(path):
16 |         m = o.search(line.rstrip("\n"))
17 |         if m:
18 |             data = m.groupdict()
19 |             now = datetime.datetime.now()
20 |             data['time'] = now.strftime('%d/%b/%Y:%H:%M:%S %z')
21 |             yield data
22 | 
23 | 
24 | def data_source(event, src, *dst):
25 |     files = []
26 |     while not event.is_set():
27 |         for path in dst:
28 |             files.append(open(path, "a"))
29 |         for item in parse(src):
30 |             line = '{ip} - - [{time}] "{method} {url} {version}" {status} {length} "{referer}" "{ua}"\n'.format(**item)
31 |             f = random.choice(files)
32 |             f.write(line)
33 |             f.flush()
34 |             event.wait(0.001)
35 |     for f in files:
36 |         f.close()
37 | 
38 | 
39 | if __name__ == "__main__":
40 |     import sys
41 | 
42 |     e = threading.Event()
43 |     try:
44 |         data_source(e, sys.argv[1], *sys.argv[2:])
45 |     except KeyboardInterrupt:
46 |         e.set()
47 | 


--------------------------------------------------------------------------------
/script/analyzer_threading.py:
--------------------------------------------------------------------------------
 1 | import os
 2 | import re
 3 | import sys
 4 | import queue
 5 | import datetime
 6 | import threading
 7 | import requests
 8 | 
 9 | compile = re.compile(r'(?P<ip>\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}) .* .* \[(?P<time>.*)\] "(?P<method>\w+) (?P<url>[^\s]*) (?P<version>[\w|/\.\d]*)" (?P<status>\d{3}) (?P<length>\d+) "(?P<referer>[^\s]*)" "(?P<ua>.*)"')
10 | event = threading.Event()
11 | 
12 | 
13 | def read_log(q, path):
14 |     offset = 0
15 |     while not event.is_set():
16 |         with open(path) as f:
17 |             if offset > os.stat(path).st_size:
18 |                 offset = 0
19 |             f.seek(offset)
20 |             for line in f:
21 |                 q.put(line)
22 |             offset = f.tell()
23 |         event.wait(0.1)
24 | 
25 | 
26 | def read_worker(q, path):
27 |     t = threading.Thread(target=read_log, name='read-{}'.format(path), args=(q, path), daemon=True)
28 |     t.start()
29 | 
30 | 
31 | def parse(q):
32 |     while not event.is_set():
33 |         line = q.get()
34 |         search = compile.search(line.rstrip('\n'))
35 |         if search:
36 |             data = search.groupdict()
37 |             yield data
38 | 
39 | 
40 | def agg(q, interval=10):
41 |     count = 0
42 |     traffic = 0
43 |     error = 0
44 |     start = datetime.datetime.now()
45 |     for item in parse(q):
46 |         print(item)
47 |         count += 1
48 |         traffic += int(item['length'])
49 |         if int(item['status']) >= 300:
50 |             error += 1
51 |         current = datetime.datetime.now()
52 |         if (current - start).total_seconds() >= interval:
53 |             error_rate = error / count
54 |             send(count, traffic, error_rate)
55 |             start = current
56 |             count = 0
57 |             traffic = 0
58 |             error = 0
59 | 
60 | 
61 | def send(count, traffic, error_rate):
62 |     line = 'access_log count={},traffic={},error_rate={}'.format(count, traffic, error_rate)
63 |     res = requests.post('http://127.0.0.1:8086/write', data=line, params={'db': 'magedu'})
64 |     if res.status_code >= 300:
65 |         print(res.content)
66 | 
67 | 
68 | def manager(*paths):
69 |     q = queue.Queue()
70 |     for path in paths:
71 |         read_worker(q, path)
72 |     agg(q, 10)
73 | 
74 | if __name__ == '__main__':
75 |     manager(*sys.argv[1:])
76 | 


--------------------------------------------------------------------------------
/.gitignore:
--------------------------------------------------------------------------------
  1 | # Created by .ignore support plugin (hsz.mobi)
  2 | ### Python template
  3 | # Byte-compiled / optimized / DLL files
  4 | __pycache__/
  5 | *.py[cod]
  6 | *$py.class
  7 | 
  8 | # C extensions
  9 | *.so
 10 | 
 11 | # Distribution / packaging
 12 | .Python
 13 | env/
 14 | build/
 15 | develop-eggs/
 16 | dist/
 17 | downloads/
 18 | eggs/
 19 | .eggs/
 20 | lib/
 21 | lib64/
 22 | parts/
 23 | sdist/
 24 | var/
 25 | *.egg-info/
 26 | .installed.cfg
 27 | *.egg
 28 | 
 29 | # PyInstaller
 30 | #  Usually these files are written by a python script from a template
 31 | #  before PyInstaller builds the exe, so as to inject date/other infos into it.
 32 | *.manifest
 33 | *.spec
 34 | 
 35 | # Installer logs
 36 | pip-log.txt
 37 | pip-delete-this-directory.txt
 38 | 
 39 | # Unit test / coverage reports
 40 | htmlcov/
 41 | .tox/
 42 | .coverage
 43 | .coverage.*
 44 | .cache
 45 | nosetests.xml
 46 | coverage.xml
 47 | *,cover
 48 | .hypothesis/
 49 | 
 50 | # Translations
 51 | *.mo
 52 | *.pot
 53 | 
 54 | # Django stuff:
 55 | *.log
 56 | local_settings.py
 57 | 
 58 | # Flask stuff:
 59 | instance/
 60 | .webassets-cache
 61 | 
 62 | # Scrapy stuff:
 63 | .scrapy
 64 | 
 65 | # Sphinx documentation
 66 | docs/_build/
 67 | 
 68 | # PyBuilder
 69 | target/
 70 | 
 71 | # IPython Notebook
 72 | .ipynb_checkpoints
 73 | 
 74 | # pyenv
 75 | .python-version
 76 | 
 77 | # celery beat schedule file
 78 | celerybeat-schedule
 79 | 
 80 | # dotenv
 81 | .env
 82 | 
 83 | # virtualenv
 84 | venv/
 85 | ENV/
 86 | 
 87 | # Spyder project settings
 88 | .spyderproject
 89 | 
 90 | # Rope project settings
 91 | .ropeproject
 92 | ### JetBrains template
 93 | # Covers JetBrains IDEs: IntelliJ, RubyMine, PhpStorm, AppCode, PyCharm, CLion, Android Studio and Webstorm
 94 | # Reference: https://intellij-support.jetbrains.com/hc/en-us/articles/206544839
 95 | 
 96 | # User-specific stuff:
 97 | .idea/workspace.xml
 98 | .idea/tasks.xml
 99 | .idea/dictionaries
100 | .idea/vcs.xml
101 | .idea/jsLibraryMappings.xml
102 | 
103 | # Sensitive or high-churn files:
104 | .idea/dataSources.ids
105 | .idea/dataSources.xml
106 | .idea/dataSources.local.xml
107 | .idea/sqlDataSources.xml
108 | .idea/dynamic.xml
109 | .idea/uiDesigner.xml
110 | 
111 | # Gradle:
112 | .idea/gradle.xml
113 | .idea/libraries
114 | 
115 | # Mongo Explorer plugin:
116 | .idea/mongoSettings.xml
117 | 
118 | ## File-based project format:
119 | *.iws
120 | 
121 | ## Plugin-specific files:
122 | 
123 | # IntelliJ
124 | /out/
125 | 
126 | # mpeltonen/sbt-idea plugin
127 | .idea_modules/
128 | 
129 | # JIRA plugin
130 | atlassian-ide-plugin.xml
131 | 
132 | # Crashlytics plugin (for Android Studio and IntelliJ)
133 | com_crashlytics_export_strings.xml
134 | crashlytics.properties
135 | crashlytics-build.properties
136 | fabric.properties
137 | 
138 | # Vscode dot dir
139 | .vscode/
140 | 
141 | # Mac dot file
142 | .DS_Store
143 | 
144 | # Pyenv python file
145 | .python-version
146 | 


--------------------------------------------------------------------------------
/script/analyzer_multiprocessing.py:
--------------------------------------------------------------------------------
  1 | import os
  2 | import re
  3 | import sys
  4 | import datetime
  5 | import threading
  6 | import requests
  7 | import multiprocessing
  8 | 
  9 | compile = re.compile(r'(?P<ip>\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}) .* .* \[(?P<time>.*)\] "(?P<method>\w+) (?P<url>[^\s]*) (?P<version>[\w|/\.\d]*)" (?P<status>\d{3}) (?P<length>\d+) "(?P<referer>[^\s]*)" "(?P<ua>.*)"')
 10 | event = multiprocessing.Event()
 11 | 
 12 | 
 13 | def read_log(path, q):
 14 |     offset = 0
 15 |     while not event.is_set():
 16 |         with open(path) as f:
 17 |             if offset > os.stat(path).st_size:
 18 |                 offset = 0
 19 |             f.seek(offset)
 20 |             for line in f:
 21 |                 q.put(line)
 22 |             offset = f.tell()
 23 |         event.wait(0.1)
 24 | 
 25 | 
 26 | def read_worker(path, q):
 27 |     t = threading.Thread(target=read_log, name='reader-{}'.format(path), args=(path, q))
 28 |     t.daemon = True
 29 |     t.start()
 30 | 
 31 | 
 32 | def parse(in_queue, out_queue):
 33 |     while not event.is_set():
 34 |         line = in_queue.get()
 35 |         search = compile.search(line.rstrip('\n'))
 36 |         if search:
 37 |             data = search.groupdict()
 38 |             out_queue.put(data)
 39 | 
 40 | 
 41 | def agg(in_queue, out_queue, interval=10):
 42 |     count = 0
 43 |     traffic = 0
 44 |     error = 0
 45 |     start = datetime.datetime.now()
 46 |     while not event.is_set():
 47 |         item = in_queue.get()
 48 |         count += 1
 49 |         traffic += int(item['length'])
 50 |         if int(item['status']) >= 300:
 51 |             error += 1
 52 |         current = datetime.datetime.now()
 53 |         if (current - start).total_seconds() >= interval:
 54 |             out_queue.put((count, traffic, error))
 55 |             start = current
 56 |             count = 0
 57 |             traffic = 0
 58 |             error = 0
 59 | 
 60 | 
 61 | def agg_manager(q, interval=10, proc_num=4):
 62 |     queues = []
 63 |     for i in range(proc_num):
 64 |         out_queue = multiprocessing.Queue()
 65 |         queues.append(out_queue)
 66 |         p = multiprocessing.Process(target=agg, name='agg-{}'.format(i), args=(q, out_queue, interval))
 67 |         p.daemon = True
 68 |         p.start()
 69 |     while not event.is_set():
 70 |         total_count = 0
 71 |         total_traffic = 0
 72 |         total_error = 0
 73 |         for x in queues:
 74 |             count, traffic, error = x.get()
 75 |             total_count += count
 76 |             total_traffic += traffic
 77 |             total_error += error
 78 |         send(total_count, total_traffic, total_error/total_count)
 79 |         print((total_count, total_traffic, total_error/total_count))
 80 |     for x in queues:
 81 |         x.close()
 82 | 
 83 | 
 84 | def send(count, traffic, error_rate):
 85 |     line = 'nginx_access_log count={},traffic={},error_rate={}'.format(count, traffic, error_rate)
 86 |     res = requests.post('http://192.168.31.78:8086/write', data=line, params={'db': 'db_wsescape'})
 87 |     if res.status_code >= 300:
 88 |         print(res.content)
 89 | 
 90 | 
 91 | def manager(*paths):
 92 |     read_queue = multiprocessing.Queue()
 93 |     parse_queue = multiprocessing.Queue()
 94 |     for path in paths:
 95 |         read_worker(path, read_queue)
 96 |     for i in range(4):
 97 |         p = multiprocessing.Process(target=parse, name='parse-{}'.format(i), args=(read_queue, parse_queue))
 98 |         p.daemon = True
 99 |         p.start()
100 |     agg_manager(parse_queue)
101 | 
102 | if __name__ == '__main__':
103 |     try:
104 |         manager(*sys.argv[1:])
105 |     except KeyboardInterrupt:
106 |         event.set()
107 | 


--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
  1 | <p align=center>
  2 |   <a href="https://github.com/EscapeLife/love_girlfriend.git">
  3 |     <img src="https://escapelife-1257414824.cos.ap-shanghai.myqcloud.com/never-forget-why-you-started.gif" width="680" height="120" alt="Raspi-X" >
  4 |   </a>
  5 | </p>
  6 | 
  7 | <p align=center>
  8 |   <b>web-log-analyst 🐌 Nginx日志分析处理监控</b>
  9 | </p>
 10 | 
 11 | <p align="center">
 12 |   <a href="https://github.com/EscapeLife/awesome-builder.git"><img src="https://img.shields.io/badge/Project-web_log_analyst-green.svg?style=for-the-badge&logo=ubuntu" alt="love_girlfriend"></a>
 13 |   <a href="https://github.com/EscapeLife/awesome-builder.git"><img src="https://img.shields.io/badge/Author-Escape-orange.svg?style=for-the-badge&logo=vim" alt="love_girlfriend"></a>
 14 |   <a href="https://github.com/EscapeLife/awesome-builder.git"><img src="https://img.shields.io/badge/Languages-Python3.7-yellow.svg?style=for-the-badge&logo=python" alt="love_girlfriend"></a>
 15 | </p>
 16 | 
 17 | ## 项目目录
 18 | 
 19 | - [1. 功能描述](https://github.com/EscapeLife/web-log-analyst#1-%E5%8A%9F%E8%83%BD%E6%8F%8F%E8%BF%B0)
 20 | - [2. 项目流程图](https://github.com/EscapeLife/web-log-analyst#2-%E9%A1%B9%E7%9B%AE%E6%B5%81%E7%A8%8B%E5%9B%BE)
 21 | - [3. 模块分析过程](https://github.com/EscapeLife/web-log-analyst#3%E6%A8%A1%E5%9D%97%E5%88%86%E6%9E%90%E8%BF%87%E7%A8%8B)
 22 |   - [3.1 解析日志文件](https://github.com/EscapeLife/web-log-analyst#31-%E8%A7%A3%E6%9E%90%E6%97%A5%E5%BF%97%E6%96%87%E4%BB%B6)
 23 |   - [3.2 分析日志文件](https://github.com/EscapeLife/web-log-analyst#32-%E5%88%86%E6%9E%90%E6%97%A5%E5%BF%97%E6%96%87%E4%BB%B6)
 24 |   - [3.3 数据结构](https://github.com/EscapeLife/web-log-analyst#33-%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84)
 25 |   - [3.4 展示日志文件](https://github.com/EscapeLife/web-log-analyst#34-%E5%B1%95%E7%A4%BA%E6%97%A5%E5%BF%97%E6%96%87%E4%BB%B6)
 26 | - [4. 效果展示](https://github.com/EscapeLife/web-log-analyst#4-%E6%95%88%E6%9E%9C%E5%B1%95%E7%A4%BA)
 27 | - [5. 快速构建]()
 28 | 
 29 | ## 1. 功能描述
 30 | 
 31 | > **小工具功能用途的简单描述**
 32 | 
 33 | 一个简单的日志分发、存储、监控、展示的小工具，当然你也可以将任何你关注的信息，集中到这里进行展示。其中 `log_distribution.py` 用来分发日志数据，变相的实现了多日志监控的效果；`analyzer_threading.py` 和 `analyzer_multiprocessing.py` 是利用进程以及线程的特性，对日志进行了收集、聚合、发送的效果(在 `python` 中，`threading` 多线程都是运行在一个进程当中的，所以对于多核 `CPU` 并没有发挥其性能；相对而言，`multiprocessing` 多进程可以充分利用操作系统的性能)。将数据存储在 `influxdb` 流式数据库中，并利用 `grafana` 进行`展示，当然这里你也可以使用其他的数据库展示工具都是可以的。
 34 | 
 35 | ## 2. 项目流程图
 36 | 
 37 | > **通过流程图直观的解释项目的分析过程**
 38 | 
 39 | ![Nginx 日志分析处理监控流程图](./images/nginx_log_processing_monitoring.png)
 40 | 
 41 | ## 3.模块分析过程
 42 | 
 43 | > **注释：没有提供所需的 Nginx 日志文件，使用时需要结合自己的真实适用场景进行合理规划。**
 44 | 
 45 | ### 3.1 解析日志文件
 46 | 
 47 | 对于 `Web` 服务器的日志输出，是由我们指定的，既可以更多的记录站点的信息也可以大致的做一下记录。当然，最重要信息肯定也是必不可少的。如下，列出了比较重要的日志记录信息。
 48 | 
 49 | - `IP` 地址
 50 | - 用户访问时间戳
 51 | - 请求方式
 52 | - `URL` 地址
 53 | - 浏览器版本
 54 | - 服务器返回状态
 55 | - 返回字节长度
 56 | - `referer`
 57 | - `UserAgent`
 58 | 
 59 | ### 3.2 分析日志文件
 60 | 
 61 | 通过对于 `Nginx` 日志的分析，我们可以得到很多东西，不只是我下面表格列出的这几条。分析得到的结果，可以有助于我们来优化网站性能、统计网站访问量以及实时展示有很大的帮助。
 62 | 
 63 | | 编号 | 获取到的内容     | 如果统计 | 如何展示               |
 64 | | ---- | ---------------- | -------- | ---------------------- |
 65 | | 1    | 平均时间的流量   | sum      | line char              |
 66 | | 2    | 平均响应时间     | sum      | line char              |
 67 | | 3    | top 10 URL       | count    | bar chat               |
 68 | | 4    | top 10 IP        | count    | bar char               |
 69 | | 5    | top 10 UserAgent | count    | bar char               |
 70 | | 6    | 响应状态的分布   | group by | pie chat or stack chat |
 71 | | 7    | UserAgent 的分布 | group by | pie chat or stack chat |
 72 | | 8    | HTTP 版本的分布  | group by | pie chat or stack chat |
 73 | 
 74 | ### 3.3 数据结构
 75 | 
 76 | 为了便于理解，下图实例了一下，对应的数据结构便于理解和学习。
 77 | 
 78 | ![数据结构](./images/structure_of_the_data.png)
 79 | 
 80 | ### 3.4 展示日志文件
 81 | 
 82 | #### 3.4.1 influxdb
 83 | 
 84 | **用途**
 85 | 
 86 | - `InfluxDB` 用 `Go` 语言编写的一个开源分布式时序、事件和指标数据库，和传统是数据库相比有不少不同的地方
 87 | - 类似的数据库有 `Elasticsearch`、`Graphite` 等
 88 | - 一般用来储存实时数据，配合一套 `UI` 界面来展示信息
 89 | 
 90 | **安装**
 91 | 
 92 | ```bash
 93 | # 配置yum安装源
 94 | cat <<EOF | sudo tee /etc/yum.repos.d/influxdb.repo
 95 | [influxdb]
 96 | name = InfluxDB Repository - RHEL \$releasever
 97 | baseurl = https://repos.influxdata.com/rhel/\$releasever/\$basearch/stable
 98 | enabled = 1
 99 | gpgcheck = 1
100 | gpgkey = https://repos.influxdata.com/influxdb.key
101 | EOF
102 | 
103 | # 安装influxdb以及启动
104 | sudo yum install influxdb
105 | sudo systemctl start influxdb
106 | 
107 | # 在浏览器中输入 localhost:8083 即可进入web管理页面
108 | ```
109 | 
110 | #### 3.4.2 grafana
111 | 
112 | **用途**
113 | 
114 | - 图形化动态展示
115 | 
116 | **安装**
117 | 
118 | ```bash
119 | # 配置yum安装源
120 | [grafana]
121 | cat <<EOF | sudo tee /etc/yum.repos.d/grafana.repo
122 | name=grafana
123 | baseurl=https://packagecloud.io/grafana/stable/el/6/$basearch
124 | repo_gpgcheck=1
125 | enabled=1
126 | gpgcheck=1
127 | gpgkey=https://packagecloud.io/gpg.key https://grafanarel.s3.amazonaws.com/RPM-GPG-KEY-grafana
128 | sslverify=1
129 | sslcacert=/etc/pki/tls/certs/ca-bundle.crt
130 | EOF
131 | 
132 | # 安装influxdb以及启动
133 | sudo yum install grafana
134 | sudo systemctl start grafana-server
135 | sudo systemctl status grafana-server
136 | 
137 | # 在浏览器中输入 localhost:3000 即可进入web管理页面
138 | ```
139 | 
140 | ## 4. 效果展示
141 | 
142 | **influxdb 存储数据**
143 | 
144 | ![influxdb存储数据](./images/influxdb.jpeg)
145 | 
146 | **grafana 监控展示**
147 | 
148 | ![grafana监控展示](./images/grafana.jpeg)
149 | 
150 | ## 5. 快速构建
151 | 
152 | > **使用 Docker 进行快速构建**
153 | 
154 | ```bash
155 | # 生成数据
156 | $ python3 script/log_distribution.py data/grpc.access.log egg/1.log egg/2.log egg/3.log
157 | 
158 | # 解析数据并推送到influxdb里面
159 | $ python3 script/analyzer_multiprocessing.py egg/1.log egg/2.log egg/3.log
160 | $ python3 script/analyzer_threading.py egg/1.log egg/2.log egg/3.log
161 | ```
162 | 
163 | ## 6. 联系方式
164 | 
165 | <p align="center">
166 |     <img src="https://escapelife-1257414824.cos.ap-shanghai.myqcloud.com/escape-wechat-qrcode-1.gif" width="280" height="280" alt="WX" align="left" />
167 | </p>
168 | 
169 | - **💭 [Name][^1] 💭**
170 |   - 🐠 **[`EscapeLife`](https://www.escapelife.site)** 😏
171 | - **💭 [Induction][^2] 💭**
172 |   - 🏦 **[`Focusing P.A.I`](https://www.paodingai.com)** 😂
173 | - **💭 [Email][^3] 💭**
174 |   - 📫 **[`wenpanhappy@gmail.com`](https://www.escapelife.site)** 🤔
175 | - **💭 [Myblog][^4] 💭**
176 |   - 🍺 **[`https://www.escapelife.site`](https://www.escapelife.site)** 😚
177 | - **💭 [License][^5] 💭**
178 |   - 🚧 [**`Apache License, Version 2.0`**](http://www.apache.org/licenses/LICENSE-2.0.html)😝
179 | 
180 | [^1]: This is my nickname.
181 | [^2]: This is my company address.
182 | [^3]: This is my public mailbox.
183 | [^4]: This is my blog.
184 | [^5]: The open source protocol used by the repository.
185 | 


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