Bases: BaseReader
Simple CouchDB reader.
Concatenates each CouchDB doc into Document used by LlamaIndex.
Parameters:
| Name |
Type |
Description |
Default |
couchdb_url
|
str
|
|
None
|
max_docs
|
int
|
Maximum number of documents to load.
|
1000
|
Source code in llama-index-integrations/readers/llama-index-readers-couchdb/llama_index/readers/couchdb/base.py
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86 | class SimpleCouchDBReader(BaseReader):
"""Simple CouchDB reader.
Concatenates each CouchDB doc into Document used by LlamaIndex.
Args:
couchdb_url (str): CouchDB Full URL.
max_docs (int): Maximum number of documents to load.
"""
def __init__(
self,
user: str,
pwd: str,
host: str,
port: int,
couchdb_url: Optional[Dict] = None,
max_docs: int = 1000,
) -> None:
"""Initialize with parameters."""
if couchdb_url is not None:
self.client = couchdb3.Server(couchdb_url)
else:
self.client = couchdb3.Server(f"http://{user}:{pwd}@{host}:{port}")
self.max_docs = max_docs
def load_data(self, db_name: str, query: Optional[str] = None) -> List[Document]:
"""Load data from the input directory.
Args:
db_name (str): name of the database.
query (Optional[str]): query to filter documents.
Defaults to None
Returns:
List[Document]: A list of documents.
"""
documents = []
db = self.client.get(db_name)
if query is None:
# if no query is specified, return all docs in database
logging.debug("showing all docs")
results = db.view("_all_docs", include_docs=True)
else:
logging.debug("executing query")
results = db.find(query)
if not isinstance(results, dict):
logging.debug(results.rows)
else:
logging.debug(results)
# check if more than one result
if (
not isinstance(results, dict)
and hasattr(results, "rows")
and results.rows is not None
):
for row in results.rows:
# check that the id field exists
if "id" not in row:
raise ValueError("`id` field not found in CouchDB document.")
documents.append(Document(text=json.dumps(row.doc)))
else:
# only one result
if results.get("docs") is not None:
for item in results.get("docs"):
# check that the _id field exists
if "_id" not in item:
raise ValueError("`_id` field not found in CouchDB document.")
documents.append(Document(text=json.dumps(item)))
return documents
|
load_data
load_data(db_name: str, query: Optional[str] = None) -> List[Document]
Load data from the input directory.
Parameters:
| Name |
Type |
Description |
Default |
db_name
|
str
|
|
required
|
query
|
Optional[str]
|
query to filter documents.
Defaults to None
|
None
|
Returns:
| Type |
Description |
List[Document]
|
List[Document]: A list of documents.
|
Source code in llama-index-integrations/readers/llama-index-readers-couchdb/llama_index/readers/couchdb/base.py
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86 | def load_data(self, db_name: str, query: Optional[str] = None) -> List[Document]:
"""Load data from the input directory.
Args:
db_name (str): name of the database.
query (Optional[str]): query to filter documents.
Defaults to None
Returns:
List[Document]: A list of documents.
"""
documents = []
db = self.client.get(db_name)
if query is None:
# if no query is specified, return all docs in database
logging.debug("showing all docs")
results = db.view("_all_docs", include_docs=True)
else:
logging.debug("executing query")
results = db.find(query)
if not isinstance(results, dict):
logging.debug(results.rows)
else:
logging.debug(results)
# check if more than one result
if (
not isinstance(results, dict)
and hasattr(results, "rows")
and results.rows is not None
):
for row in results.rows:
# check that the id field exists
if "id" not in row:
raise ValueError("`id` field not found in CouchDB document.")
documents.append(Document(text=json.dumps(row.doc)))
else:
# only one result
if results.get("docs") is not None:
for item in results.get("docs"):
# check that the _id field exists
if "_id" not in item:
raise ValueError("`_id` field not found in CouchDB document.")
documents.append(Document(text=json.dumps(item)))
return documents
|
