- Recipes
- MongoDB to Amazon S3 NDJSON file
Connect MongoDB and Amazon S3 NDJSON file in our serverless environment
Use this template to Read documents from MongoDB collection using them to create NDJSON file entries in Amazon S3 Bucket.
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Read documents from MongoDB collection
Used integrations:
- JavaScript
- Python
class MongodbSourceSelect {
async init() {
// TODO: Create your mongodb credential
// More info at https://yepcode.io/docs/integrations/mongodb/#credential-configuration
this.mongodb = yepcode.integration.mongodb("your-mongodb-credential-name");
await this.mongodb.connect();
// TODO: Customize your db and collection names
const db = this.mongodb.db("your-db-name");
this.collection = db.collection("your-collection-name");
}
async fetch(publish, done) {
this.collection.find({}).stream().on("data", publish).on("end", done);
}
async close() {
await this.mongodb.close();
}
}
class MongodbSourceSelect:
def setup(self):
# TODO: Create your Mongodb credential:
# More info at https://yepcode.io/docs/integrations/mongodb/#credential-configuration
self.mongodb_client = yepcode.integration.mongodb(
"your-mongodb-credential-name"
)
def generator(self):
# TODO: customize the database and collection names
db = self.mongodb_client["database_name"]
collection = db["collection_name"]
# TODO: customize the query
# See supported operators at https://docs.mongodb.com/manual/reference/operator/query/
query = {"age": {"$gt": 25}}
cursor = collection.find(query)
for item in cursor:
yield item
def close(self):
pass
Do you need help solving this integration with YepCode?
Let's talkCreate NDJSON file entries in Amazon S3 Bucket
Used integrations:
- JavaScript
- Python
class AwsS3TargetUploadNdjson {
async init() {
// TODO: Create your aws-s3 credential
// More info at https://yepcode.io/docs/integrations/aws-s3/#credential-configuration
const awsS3 = yepcode.integration.awsS3("your-aws-s3-credential-name");
// Transforms the items into a ndjson format
this.stringifier = ndjson.stringify();
const targetStream = new PassThrough();
this.stringifier.pipe(targetStream);
// TODO: customize the Upload content
// More info at: https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/interfaces/_aws_sdk_lib_storage.options-1.html
const upload = new Upload({
client: awsS3,
params: {
Bucket: "your-bucket-name",
Key: "your-file-name.ndjson",
Body: targetStream,
},
});
upload.on("httpUploadProgress", (progress) => {
console.log(`Upload progress`, progress);
});
this.uploadPromise = upload.done();
}
async consume(item) {
this.stringifier.write(item);
}
async close() {
try {
this.stringifier.end();
} catch (error) {
console.error(`Error ending stringifier`, error);
}
try {
await this.uploadPromise;
} catch (error) {
console.error(`Error ending upload`, error);
}
}
}
import ndjson
import io
class AccumulatingStream:
def __init__(self):
self.data = io.BytesIO()
def write(self, item):
self.data.write(item.encode("utf-8"))
def get_stream(self):
self.data.seek(0)
return self.data
class AwsS3TargetUploadNdjson:
def setup(self):
# TODO: Create your S3 credential:
# More info at https://yepcode.io/docs/integrations/aws-s3/#credential-configuration
self.aws_s3_client = yepcode.integration.awsS3("your-s3-credential-name")
self.acc_stream = AccumulatingStream()
self.stringifier = ndjson.writer(self.acc_stream, ensure_ascii=False)
def consume(self, generator, done):
for item in generator:
self.stringifier.writerow(item)
done()
def close(self):
# TODO: customize the bucket name and object key
try:
self.aws_s3_client.upload_fileobj(
self.acc_stream.get_stream(),
"bucket-name",
"path/to/object.ndjson",
)
except Exception as error:
print(f"Error uploading object: {error}")
FAQs
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