- Recipes
- Remote CSV file to Tinybird
Connect Remote CSV file and Tinybird in our serverless environment
Use this template to Read CSV entries from a remote file using them to append CSV entries to Tinybird datasource.
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Read CSV entries from a remote file
Used integrations:
- JavaScript
- Python
class HttpSourceReadRemoteCsv {
async init() {
// TODO: Create your http credential with endpoint information:
// More info at https://yepcode.io/docs/integrations/http/#credential-configuration
// It may manage headers or authentication
this.httpClient = yepcode.integration.http("your-http-credential-name");
}
async fetch(publish, done) {
// TODO: Customize the path to the csv file
await this.httpClient
.get("/the-csv-file-path.csv", {
responseType: "stream",
})
.then(({
data
}) => {
data
.pipe(
csv.parse({
trim: true,
columns: true,
delimiter: ",",
skip_empty_lines: true,
})
)
.on("data", async (line) => {
// TODO: Map your item
const item = {
id: line.Index,
name: line.Name
};
await publish(item);
})
.on("end", done);
});
}
async close() {}
}
import csv
class HttpSourceReadRemoteCsv:
def setup(self):
# TODO: Create your http credential with endpoint information:
# More info at https://yepcode.io/docs/integrations/http/#credential-configuration
# It may manage headers or authentication
self.session = yepcode.integration.http("your-http-csv-credential-name")
# TODO: If your csv does no have headers, you can define them here as a list:
# self.fieldnames = ["column1", "column2", "column3"]
self.fieldnames = None
def generator(self):
response = self.session.get("/the-csv-file-path.csv", stream=True)
response.raise_for_status()
lines = response.iter_lines(decode_unicode=True)
reader = csv.DictReader(lines, fieldnames=self.fieldnames)
for row in reader:
yield row
lines.close()
response.close()
def close(self):
pass
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Let's talkAppend CSV entries to Tinybird datasource
Used integrations:
- JavaScript
- Python
class HttpTargetTinybirdAppendEndpoint {
async init() {
// TODO: Create your http credential with tynibird information:
// More info at https://yepcode.io/docs/integrations/http/#credential-configuration
// baseUrl: https://api.tinybird.co/v0
// HTTP Headers: { "Authorization": "Bearer your-read-token" }
this.httpClient = yepcode.integration.http(
"your-http-tinybird-credential-name"
);
// Transforms the items into a csv format
this.stringifier = csv.stringify({
delimiter: ",",
});
const targetStream = new PassThrough();
this.stringifier.pipe(targetStream);
// Append the stream to Tinybird endpoint
const formData = FormData();
formData.append("csv", targetStream);
// TODO: Customize your request checking the API documentation:
// https://www.tinybird.co/docs/api-reference/datasource-api.html
this.tinybirdPost = this.httpClient.post(
`/datasources?format=csv&mode=append&name=your_end_point_name`,
formData, {
headers: {
...formData.getHeaders(),
},
}
);
}
async consume(item) {
// TODO: Map item to your CSV format
const csvRow = [item.col1, item.col2, item.col3];
this.stringifier.write(csvRow);
}
async close() {
this.stringifier.end();
await this.tinybirdPost;
}
}
import pandas as pd
class HttpTargetTinybirdAppendEndpoint:
def setup(self):
# TODO: Create your http credential with tynibird information:
# More info at https://yepcode.io/docs/integrations/http/#credential-configuration
# baseUrl: https://api.tinybird.co/v0
# HTTP Headers: { "Authorization": "Bearer your-read-token" }
self.session = yepcode.integration.http("your-http-tinybird-credential-name")
self.df = pd.DataFrame()
def consume(self, generator, done):
for item in generator:
self.process(item)
done()
def process(self, item):
# TODO: Map item to your CSV format
csv_row = [[item["col1"], item["col2"], item["col3"]]]
self.df = self.df.append(csv_row, ignore_index=True)
def close(self):
payload = {"csv": (None, self.df.to_csv(index=False))}
# TODO: Customize your endpoint name checking the API documentation
# https://www.tinybird.co/docs/api-reference/datasource-api.html
# Using the files attribute to send the payload with content-type multipart/form-data
response = self.session.post(
"/datasources",
params={"name": "your-endpoint-name", "format": "csv", "mode": "append"},
files=payload,
)
response.raise_for_status()
FAQs
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We like to call it the Zapier for developers, since we bring all the agility and benefits of NoCode tools (avoid server provisioning, environment configuration, deployments,...), but with all the power of being able to use a programming language like JavaScript or Python.
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