scrapy-mongodb
MongoDB pipeline for Scrapy. This library supports both MongoDB in standalone setups and replica sets. It will insert items to MongoDB as soon as your spider finds data to extract.
scrapy-mongodb
can also buffer objects if you prefer to write chunks of data to MongoDB rather than one write per document (seeMONGODB_BUFFER_DATA
option for details).
INSTALLATION
Dependencies
Instructions
Install via pip
:
pip install -r requirements.txt
pip install scrapy-mongodb
CONFIGURATION
Basic configuration
Add these options to settings.py
file:
ITEM_PIPELINES = {
...
'scrapy_mongodb.MongoDBPipeline': 300,
...
}
MONGODB_URI = 'mongodb://localhost:27017'
MONGODB_DATABASE = 'scrapy'
MONGODB_COLLECTION = 'my_items'
If you want a unique key in your database, name the key with this option:
MONGODB_UNIQUE_KEY = 'url'
Replica sets
You can configure scrapy-mongodb
to support MongoDB replica sets by adding MONGODB_REPLICA_SET
option and specify additional replica set hosts in MONGODB_URI
:
MONGODB_REPLICA_SET = 'myReplicaSetName'
MONGODB_URI = 'mongodb://host1.example.com:27017,host2.example.com:27017,host3.example.com:27017'
If you need to ensure that your data has been replicated, use the MONGODB_REPLICA_SET_W
option. It is an implementation of the w
parameter in pymongo
. Details from the pymongo
documentation:
Write operations will block until they have been replicated to the specified number or tagged set of servers.
w=<int>
always includes the replica set primary (e.g.w=3
means write to the primary and wait until replicated to two secondaries). Passingw=0
disables write acknowledgement and all other write concern options.
Data buffering
To ease the load on MongoDB, scrapy-mongodb
has a buffering feature. You can enable it by setting MONGODB_BUFFER_DATA
to the buffer size you want. E.g: scrapy-mongodb
will write 10 documents at a time to the database if you set:
MONGODB_BUFFER_DATA = 10
It is not possible to combine this feature with MONGODB_UNIQUE_KEY
. Technically due to that the update
method in pymongo
doesn't support multi-doc updates.
Timestamps
scrapy-mongodb
can append a timestamp to your item when inserting it to the database. Enable this feature with:
MONGODB_ADD_TIMESTAMP = True
This will modify the document to something like this:
{
...
'scrapy-mongodb': {
'ts': ISODate("2013-01-10T07:43:56.797Z")
}
...
}
The timestamp is in UTC.
One collection per spider
It's possible to write data to 1 collection per spider. To enable that feature, set this environment variable:
MONGODB_SEPARATE_COLLECTIONS = True
Full list of available options
Parameter | Default | Required? | Description |
---|---|---|---|
MONGODB_DATABASE |
scrapy-mongodb | No | Database to use. Does not need to exist. |
MONGODB_COLLECTION |
items | No | Collection within the database to use. Does not need to exist. |
MONGODB_URI |
mongodb://localhost:27017 | No | URI to the MongoDB instance or replica sets you want to connect to. It must start with mongodb:// (see more in the MongoDB docs). E.g.: mongodb://user:pass@host:port , mongodb://user:pass@host:port,host2:port2 |
MONGODB_UNIQUE_KEY |
None | No | If you want to have a unique key in the database, enter the key name here. scrapy-mongodb will ensure the key is properly indexed. |
MONGODB_BUFFER_DATA |
None | No | To ease the load on MongoDB, set this option to the number of items you want to buffer in the client before sending them to database. Setting a MONGODB_UNIQUE_KEY together with MONGODB_BUFFER_DATA is not supported. |
MONGODB_ADD_TIMESTAMP |
False | No | If set to True, scrapy-mongodb will add a timestamp key to the documents. |
MONGODB_FSYNC |
False | No | If set to True, it forces MongoDB to wait for all files to be synced before returning. |
MONGODB_REPLICA_SET |
None | Yes, for replica sets | Set this if you want to enable replica set support. The option should be given the name of the replica sets you want to connect to. MONGODB_URI should point at your config servers. |
MONGODB_REPLICA_SET_W |
0 | No | Best described in the pymongo docs. Write operations will block until they have been replicated to the specified number or tagged set of servers. w=<int> always includes the replica set primary (e.g. w=3 means write to the primary and wait until replicated to two secondaries). Passing w=0 disables write acknowledgement and all other write concern options. |
MONGODB_STOP_ON_DUPLICATE |
0 | No | Set this to a value greater than 0 to close the spider when that number of duplicated insertions in MongoDB are detected. If set to 0, this option has no effect. |
Deprecated options
Since scrapy-mongodb 0.5.0
Parameter | Default | Required? | Description |
---|---|---|---|
MONGODB_HOST |
localhost | No | MongoDB host name to connect to. Use MONGODB_URI instead. |
MONGODB_PORT |
27017 | No | MongoDB port number to connect to. Use MONGODB_URI instead. |
MONGODB_REPLICA_SET_HOSTS |
None | No | Host string to use to connect to the replica set. See the hosts_or_uri option in the pymongo docs. Use MONGODB_URI instead. |
PUBLISHING TO PYPI
make release
CHANGELOG
AUTHOR
This project is maintained by: Sebastian Dahlgren (GitHub | Twitter | LinkedIn).