- Recipes
- Google BigTable to MongoDB
Connect Google BigTable and MongoDB in our serverless environment
Use this template to Read rows from Google BigTable using them to insert documents into MongoDb collection.
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Read rows from Google BigTable
Used integrations:
- JavaScript
- Python
class GoogleBigtableSourceGetRows {
async init() {
// TODO: Create your google-bigtable credential
// More info at https://yepcode.io/docs/integrations/google-bigtable/#credential-configuration
const googleBigTable = yepcode.integration.googleBigTable(
"your-google-bigquery-bigtable-name"
);
// TODO: Customize your instance and table names
this.table = await googleBigTable
.instance("your-instance-name")
.table("your-table-name");
}
async fetch(publish, done) {
// You can customize get options. eg: get matching keys
// Look at: https://cloud.google.com/nodejs/docs/reference/bigtable/latest/bigtable/getrowsoptions
const getRowsOptions = {};
const [rows] = await this.table.getRows(getRowsOptions);
for (const rowResponse of rows) {
const [row] = await rowResponse.get();
const item = this._mapRowToItem(row);
await publish(item);
}
done();
}
_mapRowToItem(row) {
const columnsAndLastValue = Object.entries(row.data).map(
([columnName, columnContent]) => [
columnName,
this._getLastColumnValue(columnContent),
]
);
return Object.fromEntries(columnsAndLastValue);
}
_getLastColumnValue(columnContent) {
// The second [0] is to access the last value
// You can access previous values by accessing the next
// elements in the list
return columnContent[0][0].value;
}
async close() {}
}
from google.cloud.bigtable import row_filters
class GoogleBigtableSourceGetRows:
def setup(self):
# TODO: Create your BigTable credential:
# More info at https://yepcode.io/docs/integrations/google-bigtable/#credential-configuration
self.big_table_client = yepcode.integration.googleBigTable(
"your-bigtable-credential-name"
)
def generator(self):
# TODO: Customize instance id, table id and filters if needed
instance = self.big_table_client.instance("instance-id")
table = instance.table("table_id")
filter = row_filters.RowFilterChain(
filters=[
row_filters.FamilyNameRegexFilter("column-family-id"),
row_filters.ColumnQualifierRegexFilter("column-qualifier"),
row_filters.ValueRegexFilter("value"),
]
)
rows = table.read_rows(filter_=filter)
# TODO: Customize the item to yield
for row in rows:
item = {"row_key": row.row_key.decode('utf-8')}
for cf, cols in row.cells.items():
for col, cells in cols.items():
for cell in cells:
# This will only get the latest version of the cell value
item[f"{cf}:{col}"] = cell.value.decode('utf-8')
yield item
def close(self):
pass
Do you need help solving this integration with YepCode?
Let's talkInsert documents into MongoDb collection
Used integrations:
- JavaScript
- Python
class MongodbTargetInsert {
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 consume(item) {
await this.collection.insertOne(item);
}
async close() {
await this.mongodb.close();
}
}
class MongodbTargetInsert:
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 consume(self, generator, done):
# TODO: customize the database and collection names
db = self.mongodb_client["database_name"]
collection = db["collection_name"]
# TODO: customize the insert
for item in generator:
collection.insert_one(item)
done()
def close(self):
pass
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