You can handle files on an SFTP server in Peliqan using the SFTP connector. Add an SFTP connection under “Connections” first (host, port, username, password etc.). Next, write a Python script in Peliqan to e.g. import data from CSV or JSON files. In your Python script you can read the data and insert into a table in your data warehouse.

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You can request an SFTP account from the Peliqan market place !

Reading data from SFTP

Example script to read a JSON file from an SFTP server:

Writing data to SFTP

Note: writing data to SFTP is not done through the pq function.

Example script to write a CSV file to an SFTP server:

SFTP Data Sync: CSV files to tables in the data warehouse

You can use the app template “SFT CSV Data Sync” in Peliqan, to set up automated data imports from CSV files on an SFTP server, into tables in the data warehouse.

In Peliqan, go to the Build section, find the template and click on “Use template”:

Next, run the app in Interactive Mode to configure it.

Reading data from SFTP

Example script to read a JSON file from an SFTP server:

dw = pq.dbconnect(pq.DW_NAME)     # your data warehouse
sftp = pq.sftpconnect("SFTP")

files = sftp.dir("/")
for file in files["detail"]:
	if file["type"] == "file": # type can be "file" or "folder"
		jsonStr = sftp.read_file(file["name"])  # assuming one object in file
		record = json.loads(jsonStr)
		dw.insert("my_db", "my_schema", "my_table", record)

Writing data to SFTP

Note: writing data to SFTP is not done through the pq function.

Example script to write a CSV file to an SFTP server:

import pysftp
import io
import csv

cnopts = pysftp.CnOpts()
cnopts.hostkeys = None # do not verify hostname

# Add a connection first of type "Peliqan Secret store"
password = pq.get_secret("Peliqan Secret Store - SFTP password")
sftpconn = pysftp.Connection(host = "sftp.eu.peliqan.io", username = "testuser", password = password, port = 2022, cnopts = cnopts)

dbconn = pq.dbconnect(pq.DW_NAME)
query = "SELECT * FROM odoo.accounts LIMIT 5"
df = dbconn.fetch(pq.DW_NAME, query = query, df = True)
st.write(df)

csv_buffer = io.StringIO()
df.to_csv(csv_buffer, index=False, quotechar='"', quoting=csv.QUOTE_ALL)
csv_buffer.seek(0)

with sftpconn:
    with sftpconn.open('data.csv', 'w') as remote_file:
        remote_file.write(csv_buffer.getvalue())

SFTP Data Sync: CSV files to tables in the data warehouse

You can use the app template “SFT CSV Data Sync” in Peliqan, to set up automated data imports from CSV files on an SFTP server, into tables in the data warehouse.

In Peliqan, go to the Build section, find the template and click on “Use template”:

Next, run the app in Interactive Mode to configure it.

SFTP - Getting started in Peliqan

Reading data from SFTP

Writing data to SFTP

SFTP Data Sync: CSV files to tables in the data warehouse

SFTP - Getting started in Peliqan

Reading data from SFTP

Writing data to SFTP

SFTP Data Sync: CSV files to tables in the data warehouse