Cloud Log Analyzer - Berk Gozek

338 words

2 minutes

Cloud Log Analyzer

2026-03-13

Projects

Cloud Infrastrucre

/

Python

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CLI Tools

A Python CLI tool that parses web server logs and generates traffic and error reports.

Features#

Parses server log files
Extracts IP address, HTTP method, endpoint, and status code
Summarizes HTTP status codes
Identifies most frequently requested endpoints
Detects client errors (4xx) and server errors (5xx)
Displays results in formatted CLI tables using Rich

Technologies Used#

Python
Rich
Regular Expressions (re)
Collections (Counter)

Project Structure#

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cloud-log-analyzer/
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├── analyze_logs.py
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├── sample.log
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├── requirements.txt
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├── README.md
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└── .gitignore

Setup#

1. Clone the repository:#

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git clone https://github.com/berkgozek/cloud-log-analyzer.git
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cd cloud-log-analyzer

2. Create and activate a virtual environment:#

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python3 -m venv .venv
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source .venv/bin/activate

3. Install Dependencies#

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pip install -r requirements.txt

Run the Project#

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python analyze_logs.py

Example Output#

The program generates:

a parsed log table
HTTP status code summary
top endpoints
client error report
server error report

Example:

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Cloud Log Analysis Report
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               Parsed Log Entries
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┏━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━┓
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┃ IP Address   ┃ Method ┃ Path        ┃ Status ┃
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┡━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━┩
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│ 192.168.1.10 │ GET    │ /index.html │    200 │
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│ 192.168.1.11 │ GET    │ /login      │    401 │
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│ 192.168.1.10 │ POST   │ /login      │    200 │
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│ 192.168.1.12 │ GET    │ /dashboard  │    500 │
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│ 192.168.1.10 │ GET    │ /profile    │    200 │
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│ 192.168.1.13 │ GET    │ /unknown    │    404 │
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└──────────────┴────────┴─────────────┴────────┘
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   HTTP Status Code
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        Summary
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┏━━━━━━━━━━━━━┳━━━━━━━┓
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┃ Status Code ┃ Count ┃
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┡━━━━━━━━━━━━━╇━━━━━━━┩
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│         200 │     3 │
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│         401 │     1 │
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│         404 │     1 │
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│         500 │     1 │
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└─────────────┴───────┘
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      Top Endpoints
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┏━━━━━━━━━━━━━┳━━━━━━━━━━┓
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┃ Endpoint    ┃ Requests ┃
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┡━━━━━━━━━━━━━╇━━━━━━━━━━┩
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│ /login      │        2 │
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│ /index.html │        1 │
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│ /dashboard  │        1 │
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│ /profile    │        1 │
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│ /unknown    │        1 │
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└─────────────┴──────────┘
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             Client Errors (4xx)
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┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━━━━━━┓
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┃ Status ┃ Method ┃ Path     ┃ IP Address   ┃
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┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━━━━━━┩
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│    401 │ GET    │ /login   │ 192.168.1.11 │
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│    404 │ GET    │ /unknown │ 192.168.1.13 │
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└────────┴────────┴──────────┴──────────────┘
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              Server Errors (5xx)
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┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
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┃ Status ┃ Method ┃ Path       ┃ IP Address   ┃
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┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
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│    500 │ GET    │ /dashboard │ 192.168.1.12 │
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└────────┴────────┴────────────┴──────────────┘