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5. REST APIs
Five views were implemented using DRF - Django-Rest Framework, in order to provide the possible to query the charts data. In particular, the supplied APIs are:
API's name | API result |
---|---|
users_pie_chart_api | It returns the association between the risk level and the number of users with that risk score |
alerts_line_chart_api | |
world_map_chart_api | |
alerts_api | It returns |
risk_score_api | It provides the association between user and risk level for the users whose risk changed in the requested timeframe |
API's name: users_pie_chart_api
Input: start
and end
datetime captured in the URL: users_pie_chart_api/start=...&end=...
Output: a JSON with user risk as keys and user count as value Example:
{ "No risk": 32
"Low": 2
"Medium": 86
"High": 4
}
API's name: alerts_line_chart_api
Input: start
and end
datetime captured in the URL: alerts_line_chart_api/start=...&end=...
Output: A dictionary containing a list of datetime and a value representing the amount of data for that datetime.
The data is formatted differently based on start and end time duration. There are three types of formats:
- hour
- day
- month
Request using start=2023-06-15T14:00:00Z and end=2023-06-15T16:00:00Z
{
"Timeframe": "hour",
"2023-06-15T14:00:00Z": 23,
"2023-06-15T15:00:00Z": 43,
}
The first value represents the number of alerts triggered between 14:00:00Z and 15:00:00Z. the second represents the number of alerts triggered between 15:00:00Z and 16:00:00Z.
Request using start=2023-06-15T00:00:00Z and end=2023-06-16T23:59:59Z
{
"Timeframe": "day"
"2023-06-15T": 434,
"2023-06-16T": 23
}
Request using start=2023-05-01T00:00:00Z and end=2023-06-31:23:59:59Z
{
"Timeframe": "month"
"2023-06": 4344,
"2023-05": 2332
}
Input: start
and end
datetime captured in the URL: world_map_chart_api/start=...&end=...
Output: a JSON with the list of all countries (saved in the impossible_travel/dashboard/countries.json
file) and the number of alerts triggered in that place.
Example:
{
"ad": 0,
"ae": 0,
[ ... ]
"sd":43,
"it": 10
}
Input: start
and end
datetime captured in the URL: alerts_api/start=...&end=...
Output: a JSON with a list of dictionaries each of which contains the timestamp, username and rule of the alert triggered
Example:
[
{
"timestamp": "2023-06-15T14:00:00Z",
"username": "Lorena Goldoni",
"rule_name": "Impossible travel detected"
},
{"timestamp": "2023-06-15T14:30:00Z",
"username": "Lorena Goldoni",
"rule_name": "Login from new country"
}
]
Input: start
and end
datetime captured in the URL: risk_score_api/start=...&end=...
Output: a JSON with usernames as keys and the relative risk score as value
Example:
{
"Lorena Goldoni": "No risk",
"Lory Goldoni": "High"
}