Commit
·
4ce2e5d
1
Parent(s):
80fa8ee
feat(utils): Create utils, add get unique documents function
Browse files
utils.py
ADDED
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
'''This module contains utility functions for the project'''
|
2 |
+
import mmh3
|
3 |
+
from haystack import Document
|
4 |
+
|
5 |
+
|
6 |
+
def get_unique_docs(dataset):
|
7 |
+
'''Get unique documents from dataset
|
8 |
+
|
9 |
+
Args:
|
10 |
+
dataset: list of dictionaries
|
11 |
+
|
12 |
+
Returns:
|
13 |
+
docs: list of haystack.Document
|
14 |
+
'''
|
15 |
+
unique_docs = set()
|
16 |
+
docs = list()
|
17 |
+
for doc in dataset:
|
18 |
+
if doc["context"] is not None and doc["context_id"] not in unique_docs:
|
19 |
+
unique_docs.add(doc["context_id"])
|
20 |
+
document = Document(content=doc["context"], meta={'title': doc["context_title"], 'context_id': doc["context_id"]})
|
21 |
+
docs.append(document)
|
22 |
+
return docs
|