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installer.py
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installer.py
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import argparse
import pandas as pd
from custom_code_notebooks.utils import SisenseAPI
import sys
import os
import base64
import io
import csv
import json
from paramiko import SSHClient
import paramiko
from scp import SCPClient
import logging
import requests
logger = logging.getLogger("Installer")
logging.basicConfig(level=logging.INFO)
def set_environ(config):
ip = config["ip"]
port = str(config["sisense_port"])
os.environ["API_GATEWAY_EXTERNAL_SERVICE_HOST"] = ip
os.environ["API_GATEWAY_EXTERNAL_SERVICE_PORT"] = port
def copy_files_to_instance(config: dict):
user = config["user"]
ip = config["ip"]
password = config["password"]
ssh = SSHClient()
ssh.load_system_host_keys()
logger.info("Connecting to instance")
ssh.set_missing_host_key_policy(paramiko.AutoAddPolicy())
ssh.connect(ip, 22, user, password)
logger.info("Connected")
destination_full_path = '/opt/sisense/storage/notebooks/custom_code_notebooks/notebooks'
source_notebook_files_path = './custom_code_notebooks'
custom_libraries = ['AIIntegration.py', 'AIQueries.py', 'AIUtils.py', 'InferenceQuestionType.py']
with SCPClient(ssh.get_transport()) as scp:
logger.info("Copying data to server")
for custom_lib in os.listdir(os.path.join(source_notebook_files_path, "utils")):
if custom_lib not in custom_libraries:
continue
dest = os.path.dirname(destination_full_path)
path = os.path.join(source_notebook_files_path, "utils", custom_lib)
logger.info(f"SCP: {path}->{dest}")
scp.put(path, dest)
# move notebook flow image to notebook dir
for dir_name in os.listdir(source_notebook_files_path):
path = os.path.join(source_notebook_files_path, dir_name)
if not os.path.isdir(path):
continue
for fname in os.listdir(path):
if ".png" in fname:
source_image_path = path + '/' + fname
destination_image_path = os.path.join(destination_full_path, dir_name)
logger.info(f"SCP: {source_image_path}->{destination_image_path}")
scp.put(source_image_path, destination_image_path)
# upload blox related stuff
source_images = "./blox_examples/images"
dest = "/opt/sisense/storage/branding/BloxAI"
logger.info(f"SCP: {source_images}->{dest}")
scp.put(source_images, dest, recursive=True)
source_plugin = "./blox_examples/plugin/BloxAISummary"
dest = "/opt/sisense/storage/plugins/BloxAISummary"
logger.info(f"SCP: {source_plugin}->{dest}")
scp.put(source_plugin, dest, recursive=True)
def get_sisense_api(config: dict):
logger.info("Connecting API")
user = config["sisense_username"]
password = config["sisense_password"]
ip = os.environ['API_GATEWAY_EXTERNAL_SERVICE_HOST']
port = str(config["sisense_port"])
os.environ["API_GATEWAY_EXTERNAL_SERVICE_PORT"] = port
response = requests.post(f"http://{ip}:{port}/api/v1/authentication/login",
json={"username": user, "password": password},
headers={'Content-Type': 'application/json'})
token = response.json()["access_token"]
sisense_api = SisenseAPI.SisenseAPI(sisense_user_authentication_token=token)
logger.info("API connected")
return sisense_api
def install_custom_code_notebooks(sisense_conn: SisenseAPI.SisenseAPI):
# Get CustomCode Notebooks that already exist
source_notebook_files_path = './custom_code_notebooks'
# import notebook into Sisense
for dir_name in os.listdir(source_notebook_files_path):
path = os.path.join(source_notebook_files_path, dir_name)
if not os.path.isdir(path):
continue
for fname in os.listdir(path):
if ".sipynb" in fname:
logger.info(f"Uploading: {path + '/' + fname}")
with open(path + '/' + fname) as f:
data = json.load(f)
data['notebookType'] = "CustomCodeTransformation"
res = sisense_conn.call_api('POST', '/api/v1/notebooks', payload=data)
logger.info(f"Upload result: {res.status_code}")
def install_blox_actions(sisense_conn):
blox_files_path = "./blox_examples/action_snippets"
for fname in os.listdir(blox_files_path):
if ".json" in fname and "blox" in fname:
logger.info(f"Adding action: {fname.replace('.json', '')}")
with open(blox_files_path + '/' + fname) as f:
data = json.load(f)
res = sisense_conn.call_api('POST', '/api/v1/saveCustomAction/BloX', payload=data)
logger.info(f"Save action result:{res.status_code}")
def install_dashboard(sisense_conn):
dashboard_file_path = './common/BloxAI.dash'
logger.info("Creating BLOX dashboard")
with open(dashboard_file_path) as f:
data = json.load(f)
res = sisense_conn.call_api('POST', '/api/v1/dashboards/import/bulk', payload=[data])
logging.info(f"Dashboard upload: {res.status_code} {res.text}")
def install_data_model(sisense_conn: SisenseAPI.SisenseAPI):
data_model_path = './common/AITransformation.sdata'
logger.info("Installing data model")
url_suffix = '/api/v2/datamodel-imports/stream/full?newTitle=AITransformation'
url = sisense_conn.sisense_base_url + url_suffix
headers = {
'authorization': sisense_conn.headers["authorization"],
'Content-Encoding': 'gzip'
}
files = {'fileToUpload': open(data_model_path, 'rb')}
res = requests.post(url, headers=headers, files=files, timeout=350)
logger.info(f"Data model upload: {res.status_code}")
def set_api_key(config, sisense_conn):
logger.info("Setting API key")
api_key = config["lm_api_key"]
config_name = "AI-API-KEY"
logger.info(f'Set config {config_name}: {api_key}')
payload = {f'{config_name}.value': api_key, f'{config_name}.setbyuser': True}
resp = sisense_conn.call_api(http_method='POST', payload=payload,
url_suffix='/app/configuration/configurations/service/custom-code')
return resp
def install(config: dict):
api = get_sisense_api(config)
install_custom_code_notebooks(api)
install_blox_actions(api)
install_dashboard(api)
install_data_model(api)
copy_files_to_instance(config)
set_api_key(config, api)
def uninstall_notebooks(sisense_conn):
logger.info("Removing notebooks")
current_notebooks_name = [
'Data Search',
'Dashboard Summary',
'Create Relations',
'WidgetSummary',
'SuggestRelation'
]
res = sisense_conn.call_api('GET', '/api/v1/notebooks?notebookType=CustomCodeTransformation')
current_trans = json.loads(res.text)
for i in current_trans:
logger.info(f"Found notebook {i['id']}-{i['uuid']} at {i['codePath']}")
for i in current_trans:
if i['notebookType'] == 'CustomCodeTransformation':
if i['displayName'] in current_notebooks_name:
logger.info(f"Deleting {i['uuid']}")
url_suffix = '/api/v1/notebooks/' + i['uuid']
url = sisense_conn.sisense_base_url + url_suffix
res = requests.delete(url, headers=sisense_conn.headers, timeout=350)
logger.info(f'Delete result: {res.status_code}')
def uninstall_blox_actions(sisense_conn):
res = sisense_conn.call_api('GET', '/api/v1/getSnippets/BloX?snippetType=actions')
res_json = res.json()
bloxType = {
"DataSuggest",
"DataSearch",
"DataConnect",
"WidgetSummary",
"DashboardSummary"
}
for i in res_json:
if i['title'] == 'My Actions':
for element in i['elements']:
if element['title'] in bloxType:
logger.info(f"Removing action {element['title']}")
data = {"type": element['title']}
res = sisense_conn.call_api('POST', '/api/v1/deleteCustomAction/BloX', payload=data)
logger.info(f"Remove result: {res.status_code}")
def uninstall_dashboard(sisense_conn):
logger.info("Removing dashboard")
res = sisense_conn.call_api('GET', '/api/v1/dashboards')
res_json = res.json()
for i in res_json:
if i['title'] == 'Blox AI':
url_suffix = '/api/v1/dashboards/' + i['oid']
url = sisense_conn.sisense_base_url + url_suffix
res = requests.delete(url, headers=sisense_conn.headers, timeout=350)
logger.info(f"Removal result: {res.status_code}-{res.text}")
def uninstall_data_model(sisense_conn):
logger.info(f"Stopping cube AITransformation")
res = sisense_conn.call_api('POST', '/api/elasticubes/LocalHost/AITransformation/stop')
logger.info(f"Stop results: {res.text}")
res = sisense_conn.call_api('GET', '/api/v2/datamodels/schema')
res_json = res.json()
for i in res_json:
if i['title'] == "AITransformation":
logger.info(f"Removing {i['title']}: {i['oid']}")
url_suffix = '/api/v2/datamodels/' + i['oid']
url = sisense_conn.sisense_base_url + url_suffix
res = requests.delete(url, headers=sisense_conn.headers, timeout=350)
logger.info(f"Delete result: {res.text}")
def delete_remote_files(config, sisense_conn):
user = config["user"]
ip = config["ip"]
password = config["password"]
ssh = SSHClient()
ssh.load_system_host_keys()
logger.info("Connecting to instance")
ssh.set_missing_host_key_policy(paramiko.AutoAddPolicy())
ssh.connect(ip, 22, user, password)
logger.info("Connected")
destination_full_path = '/opt/sisense/storage/notebooks/custom_code_notebooks'
custom_libraries = ['AIIntegration.py', 'AIQueries.py', 'AIUtils.py', 'InferenceQuestionType.py']
for lib in custom_libraries:
full_path = os.path.join(destination_full_path, lib)
cmd_to_execute = f"rm {full_path}"
logger.info(f"Executing {cmd_to_execute}")
ssh_stdin, ssh_stdout, ssh_stderr = ssh.exec_command(cmd_to_execute)
notebooks = os.path.join(destination_full_path, "notebooks")
list_dir = f"ls {notebooks}"
ssh_stdin, ssh_stdout, ssh_stderr = ssh.exec_command(list_dir)
output = ssh_stdout.read().decode("utf-8").split("\n")
candidates = ["DashboardSummary", "DataConnect", "DataSearch", "DataSuggest", "WidgetSummary"]
for file in output:
if any([i in file for i in candidates]):
full_path = os.path.join(notebooks, file)
cmd_to_execute = f"rm -rf {full_path}"
logger.info(f"Executing {cmd_to_execute}")
ssh_stdin, ssh_stdout, ssh_stderr = ssh.exec_command(cmd_to_execute)
command = "rm -rf /opt/sisense/storage/plugins/BloxAISummary /opt/sisense/storage/branding/BloxAI"
logger.info(f"Executing {command}")
ssh_stdin, ssh_stdout, ssh_stderr = ssh.exec_command(command)
def fix_files():
ai_queries_file_name = './custom_code_notebooks/utils/AIQueries.py'
with open(ai_queries_file_name, 'r+') as file:
data = file.read()
res = data.replace('# Un comment OPENAI #','')
file.seek(0)
file.write(res)
file.truncate()
def uninstall(config: dict):
api = get_sisense_api(config)
uninstall_notebooks(api)
uninstall_dashboard(api)
uninstall_data_model(api)
uninstall_blox_actions(api)
delete_remote_files(config, api)
if __name__ == '__main__':
with open("config.json") as src:
config = json.load(src)
mode = config["mode"]
confirm = input(f"Confirm {mode} [y/n]:\t")
if confirm.lower() != "y":
sys.exit(0)
set_environ(config)
if config["mode"] == "install":
fix_files()
install(config)
else:
uninstall(config)