|
1 |
| -import json |
2 | 1 | import logging
|
3 |
| -import uuid |
4 |
| -from typing import Any, Callable |
5 | 2 |
|
6 |
| -import requests |
7 | 3 | from django.conf import settings
|
8 | 4 |
|
9 |
| -from apps.etl.extraction.sources.base.extract import Extraction |
10 |
| -from apps.etl.extraction.sources.base.utils import ( |
11 |
| - hash_file_content, |
12 |
| - manage_duplicate_file_content, |
13 |
| -) |
| 5 | +from apps.etl.extraction.sources.base.handler import BaseExtraction |
14 | 6 | from apps.etl.models import ExtractionData
|
15 | 7 | from main.celery import app
|
16 |
| -from main.logging import log_extra |
17 | 8 |
|
18 | 9 | logger = logging.getLogger(__name__)
|
19 | 10 |
|
20 |
| -HEADERS = {"accept": "application/json"} |
21 |
| -PARAMS = {"client_id": settings.IDMC_CLIENT_ID} |
22 | 11 |
|
23 |
| - |
24 |
| -class IDUExtraction(Extraction): |
| 12 | +class IDUExtraction(BaseExtraction): |
25 | 13 | """
|
26 |
| - Handles data extraction from the IDU API for hazard data. |
| 14 | + Handles data extraction from the IDU API. |
27 | 15 | """
|
28 | 16 |
|
29 |
| - def __init__(self, url: str = None): |
30 |
| - """ |
31 |
| - Initialize the IDU extraction process. |
32 |
| - Args: |
33 |
| - url (str, optional): Override the default API URL. Defaults to BASE_URL. |
34 |
| - """ |
35 |
| - super().__init__() |
36 |
| - |
37 |
| - @staticmethod |
38 |
| - def store_extraction_data( |
39 |
| - validate_source_func: Callable[[Any], None], |
40 |
| - response: dict, |
41 |
| - source: ExtractionData.Source = None, |
42 |
| - instance_id: int = None, |
43 |
| - ): |
44 |
| - """ |
45 |
| - Save extracted data into data base. Checks for duplicate conent using hashing. |
46 |
| - """ |
47 |
| - file_extension = "json" |
48 |
| - file_name = f"{source}.{file_extension}" |
49 |
| - resp_data_content = response.content |
50 |
| - |
51 |
| - # save the additional response data after the data is fetched from api. |
52 |
| - extraction_instance = ExtractionData.objects.get(id=instance_id) |
53 |
| - extraction_instance.resp_data_type = response.headers.get("Content-Type", "") |
54 |
| - extraction_instance.save() |
55 |
| - |
56 |
| - # Validate the non empty response data. |
57 |
| - if resp_data_content and not response.status_code == 204: |
58 |
| - # Source validation |
59 |
| - if validate_source_func: |
60 |
| - extraction_instance.source_validation_status = validate_source_func(resp_data_content)["status"] |
61 |
| - extraction_instance.content_validation = validate_source_func(resp_data_content)["validation_error"] |
62 |
| - |
63 |
| - # manage duplicate file content. |
64 |
| - hash_content = hash_file_content(resp_data_content) |
65 |
| - manage_duplicate_file_content( |
66 |
| - source=source, |
67 |
| - hash_content=hash_content, |
68 |
| - instance=extraction_instance, |
69 |
| - response_data=resp_data_content, |
70 |
| - file_name=file_name, |
71 |
| - ) |
72 |
| - return extraction_instance |
73 |
| - |
74 |
| - @staticmethod |
75 |
| - def _create_extraction_instance(url) -> ExtractionData: |
76 |
| - """ |
77 |
| - Create and return a new extraction instance with initial status. |
78 |
| - Returns: |
79 |
| - ExtractionData: The created extraction instance |
80 |
| - """ |
81 |
| - return ExtractionData.objects.create( |
82 |
| - source=ExtractionData.Source.IDU, |
83 |
| - url=url, |
84 |
| - status=ExtractionData.Status.PENDING, |
85 |
| - source_validation_status=ExtractionData.ValidationStatus.NO_VALIDATION, |
86 |
| - hazard_type=None, |
87 |
| - attempt_no=0, |
88 |
| - resp_code=0, |
89 |
| - trace_id=str(uuid.uuid4()), |
90 |
| - ) |
91 |
| - |
92 |
| - @staticmethod |
93 |
| - def _update_instance_status( |
94 |
| - instance: ExtractionData, status: int, validation_status: int = None, update_validation: bool = False |
95 |
| - ) -> None: |
96 |
| - """ |
97 |
| - Update the status of the extraction instance. |
98 |
| - Args: |
99 |
| - instance: ExtractionData instance to update |
100 |
| - status: New status to set |
101 |
| - validation_status: Optional validation status to set |
102 |
| - update_validation: Whether to update validation status |
103 |
| - """ |
104 |
| - instance.status = status |
105 |
| - if update_validation and validation_status: |
106 |
| - instance.source_validation_status = validation_status |
107 |
| - instance.save(update_fields=["status", "source_validation_status"]) |
108 |
| - else: |
109 |
| - instance.save(update_fields=["status"]) |
110 |
| - |
111 |
| - @staticmethod |
112 |
| - def _save_response_data(instance: ExtractionData, response: requests.Response) -> dict: |
113 |
| - """ |
114 |
| - Save the response data to the extraction instance. |
115 |
| - Args: |
116 |
| - instance: ExtractionData instance to save to |
117 |
| - response: Response object containing the data |
118 |
| - Returns: |
119 |
| - dict: Parsed JSON response content |
120 |
| - """ |
121 |
| - instance = IDUExtraction.store_extraction_data( |
122 |
| - response=response, |
123 |
| - source=ExtractionData.Source.IDU, |
124 |
| - validate_source_func=None, |
125 |
| - instance_id=instance.id, |
126 |
| - ) |
127 |
| - |
128 |
| - return json.loads(response.content) |
129 |
| - |
130 | 17 | @staticmethod
|
131 | 18 | @app.task
|
132 |
| - def handle_extraction(url) -> dict: |
133 |
| - """ |
134 |
| - Process IDU data extraction. |
135 |
| - Returns: |
136 |
| - int: ID of the extraction instance |
137 |
| - """ |
138 |
| - logger.info("Starting IDU data extraction") |
139 |
| - instance = IDUExtraction._create_extraction_instance(url=url) |
140 |
| - |
141 |
| - try: |
142 |
| - IDUExtraction._update_instance_status(instance, ExtractionData.Status.IN_PROGRESS) |
143 |
| - |
144 |
| - response = requests.get(url, params=PARAMS, headers=HEADERS, timeout=30) |
145 |
| - response.raise_for_status() |
146 |
| - instance.resp_code = response.status_code |
147 |
| - |
148 |
| - if response.status_code == 200: |
149 |
| - response_data = IDUExtraction._save_response_data(instance, response) |
150 |
| - # Check if response contains data |
151 |
| - if response_data: |
152 |
| - IDUExtraction._update_instance_status(instance, ExtractionData.Status.SUCCESS) |
153 |
| - logger.info("IDU data extracted successfully") |
154 |
| - else: |
155 |
| - IDUExtraction._update_instance_status( |
156 |
| - instance, |
157 |
| - ExtractionData.Status.SUCCESS, |
158 |
| - ExtractionData.ValidationStatus.NO_DATA, |
159 |
| - update_validation=True, |
160 |
| - ) |
161 |
| - logger.warning("No hazard data found in IDU response") |
162 |
| - |
163 |
| - return instance.id |
164 |
| - |
165 |
| - except requests.exceptions.RequestException: |
166 |
| - IDUExtraction._update_instance_status(instance, ExtractionData.Status.FAILED) |
167 |
| - logger.error( |
168 |
| - "IDU extraction failed", |
169 |
| - exc_info=True, |
170 |
| - extra=log_extra( |
171 |
| - { |
172 |
| - "source": ExtractionData.Source.IDU, |
173 |
| - } |
174 |
| - ), |
175 |
| - ) |
176 |
| - raise |
| 19 | + def task(url: str): # type: ignore[reportIncompatibleMethodOverride] |
| 20 | + """IDU Task""" |
| 21 | + headers = {"accept": "application/json"} |
| 22 | + params = {"client_id": settings.IDMC_CLIENT_ID} |
| 23 | + return IDUExtraction.handle_extraction(url=url, params=params, headers=headers, source=ExtractionData.Source.IDU) |
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