A little context: I have a document for each user that contains an array with latest 20 events related to a user. As MongoDB does not have this feature(to cap arrays inside a document), I will push my event and pop the latest one.
My problem: initializing the document(aka filling array with nulls). I want to atomically:
create document containing an array with 20 null values and push one value, if document does not exist
or
update document (push one value in array), if document exists
Do you have any other suggestions? A hack I thought about would be to declare a index with :unique and :dropDups, and to always make an initialization insert.
Related to: MongoDB fixed size array implementation
Not possible in a single operation, yet. You want http://jira.mongodb.org/browse/SERVER-991 or http://jira.mongodb.org/browse/SERVER-453.
Related
I would like to get a list of items from an external resource periodically and save them into a collection.
There are several possible solutions but they are not optimal, for example:
Delete the entire collection and save the new list of items
Get all items from the collection using "find({})" and use it to filter out existing items and save those that do not exist.
But a better solution will be to set a unique key and just do kind of "update or insert".
Right now on saving items the unique key already exists I will get an error
is there a way to do it at all?
**upsert won't do the work since it's updating all items with the same value so it's actually good for a single document only
I have a feeling you can achieve what you want simply by using the "normal" insertMany with the ordered option set to false. The documentation states that
Note that one document was inserted: The first document of _id: 13
will insert successfully, but the second insert will fail. This will
also stop additional documents left in the queue from being inserted.
With ordered to false, the insert operation would continue with any
remaining documents.
So you will get "duplicate key" exceptions which, however, you can simply ignore in your case.
We have two documents that have merged and they now have one one ObjectId.
There exists a configuration document that may have references to the old ObjectId. The old ObjectID can exist all over this document which is full of nested arrays and lists.
We want to do a simple find and replace on this document, preferably without replacing the entire document itself.
Is there a generic way to set every field that has ObjectIdA as a value and replace it with ObjectIdB?
There's no way to do that, no. You need to perform updates on all possible paths explicitly.
I have a MongoDB collection as follows:
comment_id (number)
comment_title (text)
score (number)
time_score (number)
final_score (number)
created_time (timestamp)
Score is and integer that's usually updated using $inc 1 or -1 whenever someone votes up or down for that record.
but time_score is updated using a function relative to timestamp and current time and other factors like how many (whole days passed) and how many (whole weeks passed) .....etc
So I do $inc and $dec on db directly but for the time_score, I retrieve data from db calculate the new score and write it back. What I'm worried about is that in case many users incremented the "score" field during my calculation of time_score then when I wrote time_score to db it'll corrupt the last value of score.
To be more clear does updating specific fields in a record in Mongo rewrites the whole record or only the updated fields ? (Assume that all these fields are indexed).
By default, whole documents are rewritten. To specify the fields that are changed without modifying anything else, use the $set operator.
Edit: The comments on this answer are correct - any of the update modifiers will cause only relevant fields to be rewritten rather than the whole document. By "default", I meant a case where no special modifiers are used (a vanilla document is provided).
The algorithm you are describing is definitely not thread-safe.
When you read the entire document, change one field and then write back the entire document, you are creating a race condition - any field in the document that is modified after your read but before your write will be overwritten by your update.
That's one of many reasons to use $set or $inc operators to atomically set individual fields rather than updating the entire document based on possibly stale values in it.
Another reason is that setting/updating a single field "in-place" is much more efficient than writing the entire document. In addition you have less load on your network when you are passing smaller update document ({$set:{field:value}}, rather than entire new version of the document).
I have a collection in which all of my documents have at least these 2 fields, say name and url (where url is unique so I set up a unique index on it). Now if I try to insert a document with a duplicate url, it will give an error and halt the program. I don't want this behavior, but I need something like mysql's insert or ignore, so that mongoDB should not insert the document with duplicate url and continue with the next documents.
Is there some parameter I can pass to the insert command to achieve this behavior? I generally do a batch of inserts using pymongo as:
collection.insert(document_array)
Here collection is a collection and document_array is an array of documents.
So is there some way I can implement the insert or ignore functionality for a multiple document insert?
Set the continue_on_error flag when calling insert(). Note PyMongo driver 2.1 and server version 1.9.1 are required:
continue_on_error (optional): If True, the database will not stop
processing a bulk insert if one fails (e.g. due to duplicate IDs).
This makes bulk insert behave similarly to a series of single inserts,
except lastError will be set if any insert fails, not just the last
one. If multiple errors occur, only the most recent will be reported
by error().
Use insert_many(), and set ordered=False.
This will ensure that all write operations are attempted, even if there are errors:
http://api.mongodb.org/python/current/api/pymongo/collection.html#pymongo.collection.Collection.insert_many
Try this:
try:
coll.insert(
doc_or_docs=doc_array,
continue_on_error=True)
except pymongo.errors.DuplicateKeyError:
pass
The insert operation will still throw an exception if an error occurs in the insert (such as trying to insert a duplicate value for a unique index), but it will not affect the other items in the array. You can then swallow the error as shown above.
Why not just put your call to .insert() inside a try: ... except: block and continue if the insert fails?
In addition, you could also use a regular update() call with the upsert flag. Details here: http://www.mongodb.org/display/DOCS/Updating#Updating-update%28%29
If you have your array of documents already in memory in your python script, why not insert them by iterating through them, and simply catch the ones that fail on insertion due to the unique index?
for doc in docs:
try:
collection.insert(doc)
except pymongo.errors.DuplicateKeyError:
print 'Duplicate url %s' % doc
Where collection is an instance of a collection created from your connection/database instances and docs is the array of dictionaries (documents) you would currently be passing to insert.
You could also decide what to do with the duplicate keys that violate your unique index within the except block.
It is highly recommended to use upsert
stat.update({'location': d['user']['location']}, \
{'$inc': {'count': 1}},upsert = True, safe = True)
Here stat is the collection if visitor location is already present in the collection, count is increased by one, else count is set to 1.
Here is the link for documentation http://www.mongodb.org/display/DOCS/Updating#Updating-UpsertswithModifiers
What I am doing :
Generate array of MongoDB ids I want to insert (hash of some values in my case)
Remove existing IDs (I am using a Redis queue bcoz performance, but you can query mongo)
Insert your cleaned data !
Redis is perfect for that, you can use Memcached or Mysql Memory, according your needs
I want to do a batch insert in mongodb , but if the record exists already it should replace it with the new one.There is update command but its not possible to do it in batch.Any idea whether it is possible? I am using java api.
Thanks
Edit:
As my collection size is not very huge, i am renaming the collection with drop Target option set to true and creating a new collection with this data.As i cant risk deleting and creating a new collection this is better, but it will be awesome if there is replace into equivalent.
If you are having any primary key in your collection, then it will replace automatically.Make sure your documents have _id key.
Look at mongodb document:
Shorthand for insert/update is save - if _id value set, the record is updated if it exists or inserted if it does not; if the _id value is not set, then the record is inserted as a new one.
in http://mongodb.github.io/node-mongodb-native/markdown-docs/insert.html