From 0eec6fa450eafae210fd3e8a4dac5a9f42f09010 Mon Sep 17 00:00:00 2001 From: JimmyCai-16 Date: Thu, 7 Nov 2024 17:19:25 +1100 Subject: [PATCH 1/8] developing the data-validator function --- .gitignore | 5 +- packages/backend/README.md | 0 packages/backend/src/app.ts | 13 + .../controller/CreateConnectionController.ts | 25 + .../src/controller/ValidationController.ts | 30 + packages/backend/src/index.ts | 8 + packages/backend/src/routers/CreateRoute.ts | 10 + .../backend/src/routers/ValidationRoute.ts | 10 + .../src/service/CreateConnectionService.ts | 41 + .../backend/src/service/ValidationService.ts | 91 ++ .../src/validation_script/Validation.md | 13 + .../validation_script/column_validation.py | 124 ++ .../column_validation_results.csv | 77 + .../src/validation_script/connection.py | 70 + .../src/validation_script/row_validation.py | 154 ++ .../row_validation_results.csv | 1259 +++++++++++++++++ .../src/validation_script/test_script.py | 2 + 17 files changed, 1931 insertions(+), 1 deletion(-) create mode 100644 packages/backend/README.md create mode 100644 packages/backend/src/app.ts create mode 100644 packages/backend/src/controller/CreateConnectionController.ts create mode 100644 packages/backend/src/controller/ValidationController.ts create mode 100644 packages/backend/src/index.ts create mode 100644 packages/backend/src/routers/CreateRoute.ts create mode 100644 packages/backend/src/routers/ValidationRoute.ts create mode 100644 packages/backend/src/service/CreateConnectionService.ts create mode 100644 packages/backend/src/service/ValidationService.ts create mode 100644 packages/backend/src/validation_script/Validation.md create mode 100644 packages/backend/src/validation_script/column_validation.py create mode 100644 packages/backend/src/validation_script/column_validation_results.csv create mode 100644 packages/backend/src/validation_script/connection.py create mode 100644 packages/backend/src/validation_script/row_validation.py create mode 100644 packages/backend/src/validation_script/row_validation_results.csv create mode 100644 packages/backend/src/validation_script/test_script.py diff --git a/.gitignore b/.gitignore index f60db0632..119493d89 100644 --- a/.gitignore +++ b/.gitignore @@ -97,4 +97,7 @@ target_query.sql # Commit msg commits.txt -test.py \ No newline at end of file +test.py + +# Backend +packages/backend/node_modules diff --git a/packages/backend/README.md b/packages/backend/README.md new file mode 100644 index 000000000..e69de29bb diff --git a/packages/backend/src/app.ts b/packages/backend/src/app.ts new file mode 100644 index 000000000..5e9129d68 --- /dev/null +++ b/packages/backend/src/app.ts @@ -0,0 +1,13 @@ +// src/app.ts +import express from 'express'; +import CreateRouter from './routers/CreateRoute'; +import ValidationRouter from './routers/ValidationRoute'; + +const app = express(); + +app.use(express.json()); + +app.use('/api', CreateRouter); +app.use('/api/validation', ValidationRouter); + +export default app; \ No newline at end of file diff --git a/packages/backend/src/controller/CreateConnectionController.ts b/packages/backend/src/controller/CreateConnectionController.ts new file mode 100644 index 000000000..aea1493a1 --- /dev/null +++ b/packages/backend/src/controller/CreateConnectionController.ts @@ -0,0 +1,25 @@ +// src/controllers/ScriptController.ts +import { Request, Response } from 'express'; +import CreateConnectionService from '../service/CreateConnectionService'; + + +class CreateConnectionController { + public static async createConnection(req: Request, res: Response): Promise { + try { + const { connName, dbType, host, port, user, password, database } = req.body; + const result = await CreateConnectionService.createConnection(connName, dbType, host, port, user, password, database); + res.status(200).json(result); + } catch (error: any) { + res.status(500).json({ error: 'Error running validation', details: error.message }); + } + }; + + public static async testConnection(req: Request, res: Response): Promise { + console.log("Connect successfully"); + res.status(200).json({ message: 'Connection test successful' }); + + } +} + + +export default CreateConnectionController; \ No newline at end of file diff --git a/packages/backend/src/controller/ValidationController.ts b/packages/backend/src/controller/ValidationController.ts new file mode 100644 index 000000000..532395aac --- /dev/null +++ b/packages/backend/src/controller/ValidationController.ts @@ -0,0 +1,30 @@ +// src/controllers/ScriptController.ts +import { Request, Response } from 'express'; +import ValidationService from '../service/ValidationService'; + + +class ValidationController { + public static async validationColumn(req: Request, res: Response): Promise { + try { + const { host, user, password, database, source_conn, target_conn } = req.body; + const result = await ValidationService.validationColumn(host, user, password, database, source_conn, target_conn); + res.status(200).json(result); + } catch (error: any) { + res.status(500).json({ error: 'Error running validation', details: error.message }); + } + }; + + public static async validationRow(req: Request, res: Response): Promise { + try { + const { host, user, password, database, source_conn, target_conn } = req.body; + const result = await ValidationService.validationRow(host, user, password, database, source_conn, target_conn); + res.status(200).json(result); + } catch (error: any) { + res.status(500).json({ error: 'Error running validation', details: error.message }); + } + + } +} + + +export default ValidationController; \ No newline at end of file diff --git a/packages/backend/src/index.ts b/packages/backend/src/index.ts new file mode 100644 index 000000000..6530e9c4b --- /dev/null +++ b/packages/backend/src/index.ts @@ -0,0 +1,8 @@ +// src/index.ts +import app from './app'; + +const port = process.env.PORT || 3000; + +app.listen(port, () => { + console.log(`Server is running on http://localhost:${port}`); +}); \ No newline at end of file diff --git a/packages/backend/src/routers/CreateRoute.ts b/packages/backend/src/routers/CreateRoute.ts new file mode 100644 index 000000000..6f2ecc3fb --- /dev/null +++ b/packages/backend/src/routers/CreateRoute.ts @@ -0,0 +1,10 @@ + +import { Router } from 'express'; +import CreateConnectionController from '../controller/CreateConnectionController'; + +const CreateRouter = Router(); + +CreateRouter.post('/create-connection', CreateConnectionController.createConnection); +CreateRouter.get('/test-connection', CreateConnectionController.testConnection); + +export default CreateRouter; \ No newline at end of file diff --git a/packages/backend/src/routers/ValidationRoute.ts b/packages/backend/src/routers/ValidationRoute.ts new file mode 100644 index 000000000..a36ebd1b4 --- /dev/null +++ b/packages/backend/src/routers/ValidationRoute.ts @@ -0,0 +1,10 @@ + +import { Router } from 'express'; +import ValidationController from '../controller/ValidationController'; + +const ValidationRouter = Router(); + +ValidationRouter.post('/column', ValidationController.validationColumn); +ValidationRouter.get('/row', ValidationController.validationRow); + +export default ValidationRouter; \ No newline at end of file diff --git a/packages/backend/src/service/CreateConnectionService.ts b/packages/backend/src/service/CreateConnectionService.ts new file mode 100644 index 000000000..5444c3477 --- /dev/null +++ b/packages/backend/src/service/CreateConnectionService.ts @@ -0,0 +1,41 @@ +import { spawn } from 'child_process'; +import path from 'path'; + +class CreateConnectionService { + public static async createConnection(connName: string, dbType: string, host: string, port: string, user: string, password: string, database: string): Promise { + return new Promise((resolve, reject) => { + + console.log("===Go into CreateConnectionService===") + + const scriptPath = path.join(__dirname, '../../validation_script/connection.py'); + + const process = spawn('python', [scriptPath, connName, dbType, host, port, user, password, database]); + + let output = ''; + let errorOutput = ''; + + process.stdout.on('data', (data) => { + output += data.toString(); + }); + + process.stderr.on('data', (data) => { + errorOutput += data.toString(); + }); + + process.on('close', (code) => { + if (code === 0) { + try { + const result = JSON.parse(output); // assuming the Python script returns JSON + resolve(result); + } catch (parseError) { + reject(new Error('Failed to parse Python script output as JSON')); + } + } else { + reject(new Error(`Python script error: ${errorOutput}`)); + } + }); + }); + } +} + +export default CreateConnectionService; \ No newline at end of file diff --git a/packages/backend/src/service/ValidationService.ts b/packages/backend/src/service/ValidationService.ts new file mode 100644 index 000000000..29fa83037 --- /dev/null +++ b/packages/backend/src/service/ValidationService.ts @@ -0,0 +1,91 @@ +import { spawn } from 'child_process'; +import path from 'path'; + +class ValidationService { + + public static async validationColumn(host: string, user: string, password: string, database: string, source_conn: string, target_conn: string): Promise { + return new Promise((resolve, reject) => { + + const scriptPath = path.join(__dirname, '../../src/validation_script/column_validation.py'); + + const process = spawn('python', [scriptPath, host, user, password, database, source_conn, target_conn]); + + let output = ''; + let errorOutput = ''; + + process.stdout.on('data', (data) => { + output += data.toString(); + }); + + process.stderr.on('data', (data) => { + errorOutput += data.toString(); + }); + + process.on('close', (code) => { + if (code === 0) { + try { + console.log(output) + + // Python script's output was already in json format + resolve(output); + } catch (parseError) { + reject(new Error('Failed to parse Python script output as JSON')); + } + } else { + reject(new Error(`Python script error: ${errorOutput}`)); + } + }); + }); + }; + + + public static async validationRow(host: string, user: string, password: string, database: string, source_conn: string, target_conn: string): Promise { + return new Promise((resolve, reject) => { + + const scriptPath = path.join(__dirname, '../../src/validation_script/row_validation.py'); + + const process = spawn('python', [scriptPath, host, user, password, database, source_conn, target_conn]); + + let output = ''; + let errorOutput = ''; + + process.stdout.on('data', (data) => { + output += data.toString(); + }); + + process.stderr.on('data', (data) => { + errorOutput += data.toString(); + }); + + process.on('close', (code) => { + if (code === 0) { + try { + console.log(output) + + // Python script's output was already in json format + resolve(output); + } catch (parseError) { + reject(new Error('Failed to parse Python script output as JSON')); + } + } else { + reject(new Error(`Python script error: ${errorOutput}`)); + } + }); + }); + + }; + + // Method for JSON column validation result + public static validateJSONColumn(targetResult: JSON) { + + }; + + // Method for JSON row validation result + public static validateJSONRow(targetResult: JSON) { + + }; + + +} + +export default ValidationService \ No newline at end of file diff --git a/packages/backend/src/validation_script/Validation.md b/packages/backend/src/validation_script/Validation.md new file mode 100644 index 000000000..e14655b81 --- /dev/null +++ b/packages/backend/src/validation_script/Validation.md @@ -0,0 +1,13 @@ +## Python Script for Data Validation + +### If you want to run the python file by command (Currently only support PostgreSQL and MySQL, still developing) + +#### 1. Go into the target file + cd packages/backend/src/validation_script/ +#### 2. Create a connection by the following command first + python connection.py + + +#### Column validation + +#### Row validation \ No newline at end of file diff --git a/packages/backend/src/validation_script/column_validation.py b/packages/backend/src/validation_script/column_validation.py new file mode 100644 index 000000000..12cbf598f --- /dev/null +++ b/packages/backend/src/validation_script/column_validation.py @@ -0,0 +1,124 @@ +import subprocess +import json +import csv +import sys +import os +import mysql.connector + +# get all tables' name +def get_table_names(database_config): + try: + + connection = mysql.connector.connect(**database_config) + cursor = connection.cursor() + cursor.execute("SHOW TABLES") + tables = [table[0] for table in cursor.fetchall()] + cursor.close() + connection.close() + + if (len(tables) == 0 ): + # error + return 0 + + print(f"Validating table: {tables}") + return tables + except mysql.connector.Error as error: + raise ConnectionError(f"Database connection error: {error}") + +def validate_tables(tables, source_conn, target_conn): + + if (len(tables) == 0): + print(f"No tables in the target databse") + return + + final_result = [] + + # Create the target path + save_path = os.path.join(os.path.dirname(__file__), '../../src/validation_script/column_validation_results.csv') + + os.makedirs(os.path.dirname(save_path), exist_ok=True) + + with open(save_path, mode="w", newline="") as file: + writer = csv.writer(file) + writer.writerow([ + "Validation Name", "Validation Type", "Source Table Name", "Source Column Name", + "Source Aggregation Value", "Target Aggregation Value", "Percentage Difference", + "Validation Status", "Run ID" + ]) + + for table_name in tables: + print(f"Google Validating: {table_name}") + + command = [ + "data-validation", "validate", "column", + "-sc", source_conn, + "-tc", target_conn, + "-tbls", f"public.{table_name}", + "--count", "*", + "--format", "json" + ] + + try: + + result = subprocess.run(command, capture_output=True, text=True, check=True) + + result_data = json.loads(result.stdout) + + final_result.append(result_data) + + for key, record in result_data.items(): + writer.writerow([ + record.get("validation_name", ""), + record.get("validation_type", ""), + record.get("source_table_name", ""), + record.get("source_column_name", ""), + record.get("source_agg_value", ""), + record.get("target_agg_value", ""), + record.get("pct_difference", ""), + record.get("validation_status", ""), + record.get("run_id", "") + ]) + + except subprocess.CalledProcessError as e: + print(f"Table {table_name} error while processing: {e}") + print(e.output) + + return final_result + + +def main(): + + # Validate the input vales - sys.argv[0] is the python script file name + if len(sys.argv) != 7: + print("Input is not valid") + return + + db_config = { + 'host': sys.argv[1], + 'user': sys.argv[2], + 'password': sys.argv[3], + 'database': sys.argv[4] + } + + source_conn = sys.argv[5] + tagret_conn = sys.argv[6] + + try: + tables = get_table_names(db_config) + + results = validate_tables(tables, source_conn, tagret_conn) + + return json.dumps(results, ensure_ascii=False) + + except Exception as e: + return {"error": str(e)} + + +if __name__ == "__main__": + + result = main() + + if result: + print(result) + else: + print("ERROR") \ No newline at end of file diff --git a/packages/backend/src/validation_script/column_validation_results.csv b/packages/backend/src/validation_script/column_validation_results.csv new file mode 100644 index 000000000..ff5f3f5d7 --- /dev/null +++ b/packages/backend/src/validation_script/column_validation_results.csv @@ -0,0 +1,77 @@ +Validation Name,Validation Type,Source Table Name,Source Column Name,Source Aggregation Value,Target Aggregation Value,Percentage Difference,Validation Status,Run ID +count__length__account_name,Column,public.t_account,length__account_name,2,2,0.0,success,bdda1e8a-2313-4253-ba45-4a4cc0c60cf2 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+count__order_time,Column,public.t_order,order_time,32,15,-53.125,fail,4b246fc4-98d4-49a3-b07a-818adc3c246c +count__version,Column,public.t_order,version,32,15,-53.125,fail,4b246fc4-98d4-49a3-b07a-818adc3c246c +count__order_id,Column,public.t_order_item,order_id,46,11,-76.0869565217,fail,17b598c5-c0a6-495d-a528-738476bf9e6f +count__product_id,Column,public.t_order_item,product_id,46,11,-76.0869565217,fail,17b598c5-c0a6-495d-a528-738476bf9e6f +count__warehouse_id,Column,public.t_order_item,warehouse_id,38,11,-71.0526315789,fail,17b598c5-c0a6-495d-a528-738476bf9e6f +count__quantity,Column,public.t_order_item,quantity,46,11,-76.0869565217,fail,17b598c5-c0a6-495d-a528-738476bf9e6f +count__id,Column,public.t_order_item,id,46,11,-76.0869565217,fail,17b598c5-c0a6-495d-a528-738476bf9e6f +count__version,Column,public.t_order_item,version,46,11,-76.0869565217,fail,17b598c5-c0a6-495d-a528-738476bf9e6f +count,Column,public.t_order_item,,46,11,-76.0869565217,fail,17b598c5-c0a6-495d-a528-738476bf9e6f +count__order_id,Column,public.t_payment,order_id,0,0,0.0,success,c2527147-f7e7-48df-847b-4e9f3b76b92a +count__account_id,Column,public.t_payment,account_id,0,0,0.0,success,c2527147-f7e7-48df-847b-4e9f3b76b92a +count__amount,Column,public.t_payment,amount,0,0,0.0,success,c2527147-f7e7-48df-847b-4e9f3b76b92a +count,Column,public.t_payment,,0,0,0.0,success,c2527147-f7e7-48df-847b-4e9f3b76b92a +count__id,Column,public.t_payment,id,0,0,0.0,success,c2527147-f7e7-48df-847b-4e9f3b76b92a +count__order_status,Column,public.t_payment,order_status,0,0,0.0,success,c2527147-f7e7-48df-847b-4e9f3b76b92a +count__version,Column,public.t_payment,version,0,0,0.0,success,c2527147-f7e7-48df-847b-4e9f3b76b92a +count__length__name,Column,public.t_product,length__name,3,3,0.0,success,193d25d2-29b3-42c9-8212-b131b02d0a91 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+count__product_id,Column,public.t_stock,product_id,5,5,0.0,success,9d7f0b08-7bdd-4bab-838d-21466de16dd0 +count,Column,public.t_tracking,,131,5,-96.1832061069,fail,616debd8-d367-4aa3-9e85-dc1c5acff52d +count__id,Column,public.t_tracking,id,131,5,-96.1832061069,fail,616debd8-d367-4aa3-9e85-dc1c5acff52d +count__order_id,Column,public.t_tracking,order_id,131,5,-96.1832061069,fail,616debd8-d367-4aa3-9e85-dc1c5acff52d +count__version,Column,public.t_tracking,version,131,5,-96.1832061069,fail,616debd8-d367-4aa3-9e85-dc1c5acff52d +count__length__delivery_status,Column,public.t_tracking,length__delivery_status,131,5,-96.1832061069,fail,616debd8-d367-4aa3-9e85-dc1c5acff52d +count__timestamp,Column,public.t_tracking,timestamp,131,5,-96.1832061069,fail,616debd8-d367-4aa3-9e85-dc1c5acff52d +count__version,Column,public.t_transaction_record,version,38,4,-89.4736842105,fail,6b10e18c-dbbd-44b4-bc76-56709d1e9325 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+count__length__avatar,Column,public.t_user,length__avatar,0,0,0.0,success,51c7ea49-b7d3-47e8-a692-c62ce9abc322 +count,Column,public.t_user,,2,2,0.0,success,51c7ea49-b7d3-47e8-a692-c62ce9abc322 +count__id,Column,public.t_user,id,2,2,0.0,success,51c7ea49-b7d3-47e8-a692-c62ce9abc322 +count__version,Column,public.t_user,version,2,2,0.0,success,51c7ea49-b7d3-47e8-a692-c62ce9abc322 +count__length__email,Column,public.t_user,length__email,2,2,0.0,success,51c7ea49-b7d3-47e8-a692-c62ce9abc322 +count__length__username,Column,public.t_user,length__username,2,2,0.0,success,51c7ea49-b7d3-47e8-a692-c62ce9abc322 +count__length__gender,Column,public.t_user,length__gender,2,2,0.0,success,51c7ea49-b7d3-47e8-a692-c62ce9abc322 +count__length__password,Column,public.t_user,length__password,2,2,0.0,success,51c7ea49-b7d3-47e8-a692-c62ce9abc322 +count__is_active,Column,public.t_user,is_active,2,2,0.0,success,51c7ea49-b7d3-47e8-a692-c62ce9abc322 +count__id,Column,public.t_warehouse,id,2,2,0.0,success,623ea371-a0ce-4569-8c49-5800f5cf6c2a +count,Column,public.t_warehouse,,2,2,0.0,success,623ea371-a0ce-4569-8c49-5800f5cf6c2a +count__length__location,Column,public.t_warehouse,length__location,2,2,0.0,success,623ea371-a0ce-4569-8c49-5800f5cf6c2a +count__length__name,Column,public.t_warehouse,length__name,2,2,0.0,success,623ea371-a0ce-4569-8c49-5800f5cf6c2a +count__version,Column,public.t_warehouse,version,2,2,0.0,success,623ea371-a0ce-4569-8c49-5800f5cf6c2a diff --git a/packages/backend/src/validation_script/connection.py b/packages/backend/src/validation_script/connection.py new file mode 100644 index 000000000..965620a34 --- /dev/null +++ b/packages/backend/src/validation_script/connection.py @@ -0,0 +1,70 @@ +import sys +import subprocess +import json + +def create_connection(conn_name, db_type, host, port, user, password, database): + connection_name = f"{conn_name}" + + # Build connection based on the database type + if db_type == "MySQL": + command = [ + "data-validation", "connections", "add", + "--connection-name", connection_name, "MySQL", + "--host", host, + "--port", port, + "--user", user, + "--password", password, + "--database", database + ] + elif db_type == "Postgres": + command = [ + "data-validation", "connections", "add", + "--connection-name", connection_name, "Postgres", + "--host", host, + "--port", port, + "--user", user, + "--password", password, + "--database", database + ] + else: + return {"error": f"Unsupported database type: {db_type}"} + + # catch all the errors + try: + result = subprocess.run(command, capture_output=True, text=True, check=True) + return {"connection_name": connection_name, "status": "success"} + except subprocess.CalledProcessError as e: + return { + "error": "Connection command failed", + "details": str(e), + "stderr": e.stderr + } + + except FileNotFoundError: + return {"error": "data-validation tool not found"} + + except Exception as e: + return {"error": "An unexpected error occurred", "details": str(e)} + +def main(): + + if len(sys.argv) != 8: + print(json.dumps({"error": "Invalid input. Expected 6 arguments: db_type, host, port, user, password, database"})) + return + + conn_name = sys.argv[1] + db_type = sys.argv[2] + host = sys.argv[3] + port = sys.argv[4] + user = sys.argv[5] + password = sys.argv[6] + database = sys.argv[7] + + + result = create_connection(conn_name, db_type, host, port, user, password, database) + print(json.dumps(result, ensure_ascii=False)) + + return json.dumps(result, ensure_ascii=False) + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/packages/backend/src/validation_script/row_validation.py b/packages/backend/src/validation_script/row_validation.py new file mode 100644 index 000000000..1d9d7ef3b --- /dev/null +++ b/packages/backend/src/validation_script/row_validation.py @@ -0,0 +1,154 @@ +import subprocess +import json +import csv +import sys +import os +import mysql.connector + + +# Get all tables +def get_table_names(database_config): + try: + connection = mysql.connector.connect(**database_config) + cursor = connection.cursor() + + cursor.execute(""" + SELECT kcu.TABLE_NAME, kcu.COLUMN_NAME AS primary_key_column, c.COLUMN_NAME + FROM information_schema.TABLE_CONSTRAINTS tc + JOIN information_schema.KEY_COLUMN_USAGE kcu + ON tc.CONSTRAINT_NAME = kcu.CONSTRAINT_NAME + AND tc.TABLE_NAME = kcu.TABLE_NAME + JOIN information_schema.COLUMNS c + ON c.TABLE_NAME = kcu.TABLE_NAME + AND c.TABLE_SCHEMA = tc.TABLE_SCHEMA + WHERE tc.CONSTRAINT_TYPE = 'PRIMARY KEY' + AND kcu.TABLE_SCHEMA = %s; + """, (database_config['database'],)) + + database_info = cursor.fetchall() + + # Store the info of each database + tables_info = {} + + for table_name, primary_key_column, column_name in database_info: + if table_name not in tables_info: + tables_info[table_name] = {'primary_key': primary_key_column, 'columns': []} + tables_info[table_name]['columns'].append(column_name) + + cursor.close() + connection.close() + + if not tables_info: + print("No tables with primary key found in the target databasr") + return [] + + return tables_info + + except mysql.connector.Error as error: + raise ConnectionError(f"Database connection error: {error}") + +# Row validation +def validate_rows(table_info, source_conn, target_conn): + + if not table_info: + print("No tables with primary keys in the target database.") + return + + final_result = [] + + # Create the target path + save_path = os.path.join(os.path.dirname(__file__), '../../src/validation_script/row_validation_results.csv') + + os.makedirs(os.path.dirname(save_path), exist_ok=True) + + with open(save_path, mode="w", newline="") as file: + writer = csv.writer(file) + writer.writerow([ + "Validation Name", "Validation Type", "Source Table Name", "Source Column Name", + "Source Aggregation Value", "Target Table Name", "Target Column Name", + "Target Aggregation Value", "Group By Columns", "Primary Keys", "Number of Random Rows", + "Difference", "Percentage Difference", "Percentage Threshold", "Validation Status", + "Run ID", "Start Time", "End Time" + ]) + + for table_name, info in table_info.items(): + primary_key = info['primary_key'] # Use the primary key + columns = info['columns'] # Compare each column in all database + + columns = info['columns'] + comparison_fields = ','.join(columns) + print(f"Comapring: {table_name}'s {comparison_fields}") + + command = [ + "data-validation", "validate", "row", + "-sc", source_conn, + "-tc", target_conn, + "-tbls", f"public.{table_name}", + "--primary-keys", primary_key, + "--comparison-fields", comparison_fields, + "--format", "json" + ] + + try: + result = subprocess.run(command, capture_output=True, text=True, check=True) + result_data = json.loads(result.stdout) + final_result.append(result_data) + + for key, record in result_data.items(): + writer.writerow([ + record.get("validation_name", ""), + record.get("validation_type", ""), + record.get("source_table_name", ""), + record.get("source_column_name", ""), + record.get("source_agg_value", ""), + record.get("target_table_name", ""), + record.get("target_column_name", ""), + record.get("target_agg_value", ""), + record.get("group_by_columns", ""), + record.get("primary_keys", ""), + record.get("num_random_rows", ""), + record.get("difference", ""), + record.get("pct_difference", ""), + record.get("pct_threshold", ""), + record.get("validation_status", ""), + record.get("run_id", ""), + record.get("start_time", ""), + record.get("end_time", "") + ]) + + except subprocess.CalledProcessError as e: + print(f"Error processing table {table_name}: {e}") + print(e.output) + + return final_result + +def main(): + # Validate input values + if len(sys.argv) != 7: + print("Input is not valid") + return + + db_config = { + 'host': sys.argv[1], + 'user': sys.argv[2], + 'password': sys.argv[3], + 'database': sys.argv[4] + } + + source_conn = sys.argv[5] + target_conn = sys.argv[6] + + try: + tables = get_table_names(db_config) + row_results = validate_rows(tables, source_conn, target_conn) + return json.dumps(row_results, ensure_ascii=False) + + except Exception as e: + return {"error": str(e)} + +if __name__ == "__main__": + result = main() + if result: + print(result) + else: + print("ERROR") \ No newline at end of file diff --git a/packages/backend/src/validation_script/row_validation_results.csv b/packages/backend/src/validation_script/row_validation_results.csv new file mode 100644 index 000000000..bd25f2d68 --- /dev/null +++ b/packages/backend/src/validation_script/row_validation_results.csv @@ -0,0 +1,1259 @@ +Validation Name,Validation Type,Source Table Name,Source Column Name,Source Aggregation Value,Target Table Name,Target Column Name,Target Aggregation Value,Group By Columns,Primary Keys,Number of Random Rows,Difference,Percentage Difference,Percentage Threshold,Validation Status,Run ID,Start Time,End Time +version,Row,public.t_user,version,0,public.t_user,version,0,"{""id"": ""252""}",{id},,,,0.0,success,2c45d6fd-c773-401a-a5b3-0761e8e78752,1730877195786,1730877196174 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""34""}",{id},,,,,fail,4e97dc24-accb-4251-9c9b-47fae32fd027,1730877212898,1730877213317 +order_id,Row,public.t_transaction_record,order_id,3752,public.t_transaction_record,,,"{""id"": ""35""}",{id},,,,,fail,4e97dc24-accb-4251-9c9b-47fae32fd027,1730877212898,1730877213317 +order_id,Row,public.t_transaction_record,order_id,3802,public.t_transaction_record,,,"{""id"": ""36""}",{id},,,,,fail,4e97dc24-accb-4251-9c9b-47fae32fd027,1730877212898,1730877213317 +order_id,Row,public.t_transaction_record,order_id,3802,public.t_transaction_record,,,"{""id"": ""37""}",{id},,,,,fail,4e97dc24-accb-4251-9c9b-47fae32fd027,1730877212898,1730877213317 +order_id,Row,public.t_transaction_record,order_id,3852,public.t_transaction_record,,,"{""id"": ""38""}",{id},,,,,fail,4e97dc24-accb-4251-9c9b-47fae32fd027,1730877212898,1730877213317 diff --git a/packages/backend/src/validation_script/test_script.py b/packages/backend/src/validation_script/test_script.py new file mode 100644 index 000000000..090f817ff --- /dev/null +++ b/packages/backend/src/validation_script/test_script.py @@ -0,0 +1,2 @@ +# Just for testing +print("Cal the python script successfully") \ No newline at end of file From 35a37644cd9e7e847976b7aae4584625f1bd357e Mon Sep 17 00:00:00 2001 From: JimmyChoi16 Date: Thu, 7 Nov 2024 17:26:58 +1100 Subject: [PATCH 2/8] just for testing --- packages/backend/src/validation_script/Validation.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/packages/backend/src/validation_script/Validation.md b/packages/backend/src/validation_script/Validation.md index e14655b81..e8a1c330f 100644 --- a/packages/backend/src/validation_script/Validation.md +++ b/packages/backend/src/validation_script/Validation.md @@ -10,4 +10,6 @@ #### Column validation -#### Row validation \ No newline at end of file +#### Row validation + +testing \ No newline at end of file From 5aca4c9eb3e88809c999b77f3065017263fa49d7 Mon Sep 17 00:00:00 2001 From: JimmyChoi16 Date: Sat, 9 Nov 2024 18:30:22 +1100 Subject: [PATCH 3/8] developed column & row validator functions --- packages/backend/README.md | 7 + packages/backend/src/app.ts | 7 + .../controller/CreateConnectionController.ts | 1 + .../src/controller/ValidationController.ts | 43 +- packages/backend/src/index.ts | 3 +- .../backend/src/routers/ValidationRoute.ts | 2 +- .../validation_script/column_validation.py | 17 +- .../column_validation_results.csv | 77 - .../src/validation_script/row_validation.py | 12 +- .../row_validation_results.csv | 1259 ----------------- 10 files changed, 71 insertions(+), 1357 deletions(-) delete mode 100644 packages/backend/src/validation_script/column_validation_results.csv delete mode 100644 packages/backend/src/validation_script/row_validation_results.csv diff --git a/packages/backend/README.md b/packages/backend/README.md index e69de29bb..98132037a 100644 --- a/packages/backend/README.md +++ b/packages/backend/README.md @@ -0,0 +1,7 @@ +## Data-valition backend + +1. Remember to change the ip address and port number in [app.ts](../backend/src/app.ts) & [index.ts](../backend/src/index.ts) in the production environment.

+2. Install data-validation: Run command 'pip install .' under the [data-validator](../../) folder.

+3. Install dependencies: Run command 'npm install' under the [backend](../backend/) folder.

+4. Run the server: Run command 'npx ts-node src/index.ts' + diff --git a/packages/backend/src/app.ts b/packages/backend/src/app.ts index 5e9129d68..21ef726d4 100644 --- a/packages/backend/src/app.ts +++ b/packages/backend/src/app.ts @@ -1,11 +1,18 @@ // src/app.ts import express from 'express'; import CreateRouter from './routers/CreateRoute'; +import cors from 'cors'; import ValidationRouter from './routers/ValidationRoute'; const app = express(); app.use(express.json()); +app.use(cors({ + // TODO: + origin: "http://localhost:8000", + methods: 'GET,POST,PUT,DELETE,OPTIONS', + allowedHeaders: 'Content-Type,Authorization' +})) app.use('/api', CreateRouter); app.use('/api/validation', ValidationRouter); diff --git a/packages/backend/src/controller/CreateConnectionController.ts b/packages/backend/src/controller/CreateConnectionController.ts index aea1493a1..e838efe38 100644 --- a/packages/backend/src/controller/CreateConnectionController.ts +++ b/packages/backend/src/controller/CreateConnectionController.ts @@ -7,6 +7,7 @@ class CreateConnectionController { public static async createConnection(req: Request, res: Response): Promise { try { const { connName, dbType, host, port, user, password, database } = req.body; + const result = await CreateConnectionService.createConnection(connName, dbType, host, port, user, password, database); res.status(200).json(result); } catch (error: any) { diff --git a/packages/backend/src/controller/ValidationController.ts b/packages/backend/src/controller/ValidationController.ts index 532395aac..e2a531208 100644 --- a/packages/backend/src/controller/ValidationController.ts +++ b/packages/backend/src/controller/ValidationController.ts @@ -5,20 +5,59 @@ import ValidationService from '../service/ValidationService'; class ValidationController { public static async validationColumn(req: Request, res: Response): Promise { + + console.log("Validating column...") + try { const { host, user, password, database, source_conn, target_conn } = req.body; const result = await ValidationService.validationColumn(host, user, password, database, source_conn, target_conn); - res.status(200).json(result); + const jsonResult = JSON.parse(result); + // console.log("===> ", jsonResult) + + if (jsonResult.error != null) { + const resultFinal = { + 'validationStatus': "ERROR", + 'information': jsonResult + } + + res.status(200).json(resultFinal); + } else { + const resultFinal = { + 'validationStatus': "OK", + 'information': jsonResult + } + res.status(200).json(resultFinal); + } + } catch (error: any) { res.status(500).json({ error: 'Error running validation', details: error.message }); } }; public static async validationRow(req: Request, res: Response): Promise { + + console.log("Validating row...") + try { const { host, user, password, database, source_conn, target_conn } = req.body; const result = await ValidationService.validationRow(host, user, password, database, source_conn, target_conn); - res.status(200).json(result); + const jsonResult = JSON.parse(result); + // console.log("===> ", jsonResult) + + if (jsonResult.error != null) { + const resultFinal = { + 'validationStatus': "ERROR", + 'information': jsonResult + } + + res.status(200).json(resultFinal); + } else { + const resultFinal = { + 'validationStatus': "OK", + 'information': jsonResult + } + res.status(200).json(resultFinal); + } } catch (error: any) { res.status(500).json({ error: 'Error running validation', details: error.message }); } diff --git a/packages/backend/src/index.ts b/packages/backend/src/index.ts index 6530e9c4b..54bcd8c94 100644 --- a/packages/backend/src/index.ts +++ b/packages/backend/src/index.ts @@ -1,7 +1,8 @@ // src/index.ts import app from './app'; -const port = process.env.PORT || 3000; +// TODO: +const port = process.env.PORT || 9000; app.listen(port, () => { console.log(`Server is running on http://localhost:${port}`); diff --git a/packages/backend/src/routers/ValidationRoute.ts b/packages/backend/src/routers/ValidationRoute.ts index a36ebd1b4..19f5d73b5 100644 --- a/packages/backend/src/routers/ValidationRoute.ts +++ b/packages/backend/src/routers/ValidationRoute.ts @@ -5,6 +5,6 @@ import ValidationController from '../controller/ValidationController'; const ValidationRouter = Router(); ValidationRouter.post('/column', ValidationController.validationColumn); -ValidationRouter.get('/row', ValidationController.validationRow); +ValidationRouter.post('/row', ValidationController.validationRow); export default ValidationRouter; \ No newline at end of file diff --git a/packages/backend/src/validation_script/column_validation.py b/packages/backend/src/validation_script/column_validation.py index 12cbf598f..f383d0932 100644 --- a/packages/backend/src/validation_script/column_validation.py +++ b/packages/backend/src/validation_script/column_validation.py @@ -20,7 +20,7 @@ def get_table_names(database_config): # error return 0 - print(f"Validating table: {tables}") + # print(f"Validating table: {tables}") return tables except mysql.connector.Error as error: raise ConnectionError(f"Database connection error: {error}") @@ -47,13 +47,13 @@ def validate_tables(tables, source_conn, target_conn): ]) for table_name in tables: - print(f"Google Validating: {table_name}") + # Command for column validation command = [ "data-validation", "validate", "column", "-sc", source_conn, "-tc", target_conn, - "-tbls", f"public.{table_name}", + "-tbls", f"public.{table_name}", # TODO: 'public' might need to be changed into user input, schema may need to be sepcified "--count", "*", "--format", "json" ] @@ -80,6 +80,7 @@ def validate_tables(tables, source_conn, target_conn): ]) except subprocess.CalledProcessError as e: + # TODO: 处理 还没有创建连接 的报错 print(f"Table {table_name} error while processing: {e}") print(e.output) @@ -108,17 +109,13 @@ def main(): results = validate_tables(tables, source_conn, tagret_conn) - return json.dumps(results, ensure_ascii=False) + return json.dumps({"results": results}, ensure_ascii=False) except Exception as e: - return {"error": str(e)} + return json.dumps({"error": str(e)}, ensure_ascii=False) if __name__ == "__main__": result = main() - - if result: - print(result) - else: - print("ERROR") \ No newline at end of file + print(result) \ No newline at end of file diff --git a/packages/backend/src/validation_script/column_validation_results.csv b/packages/backend/src/validation_script/column_validation_results.csv deleted file mode 100644 index ff5f3f5d7..000000000 --- a/packages/backend/src/validation_script/column_validation_results.csv +++ /dev/null @@ -1,77 +0,0 @@ -Validation Name,Validation Type,Source Table Name,Source Column Name,Source Aggregation Value,Target Aggregation Value,Percentage Difference,Validation Status,Run ID -count__length__account_name,Column,public.t_account,length__account_name,2,2,0.0,success,bdda1e8a-2313-4253-ba45-4a4cc0c60cf2 -count__id,Column,public.t_account,id,2,2,0.0,success,bdda1e8a-2313-4253-ba45-4a4cc0c60cf2 -count__version,Column,public.t_account,version,2,2,0.0,success,bdda1e8a-2313-4253-ba45-4a4cc0c60cf2 -count,Column,public.t_account,,2,2,0.0,success,bdda1e8a-2313-4253-ba45-4a4cc0c60cf2 -count__user_id,Column,public.t_account,user_id,2,2,0.0,success,bdda1e8a-2313-4253-ba45-4a4cc0c60cf2 -count__balance,Column,public.t_account,balance,2,2,0.0,success,bdda1e8a-2313-4253-ba45-4a4cc0c60cf2 -count__user_id,Column,public.t_order,user_id,32,15,-53.125,fail,4b246fc4-98d4-49a3-b07a-818adc3c246c -count__total_price,Column,public.t_order,total_price,32,15,-53.125,fail,4b246fc4-98d4-49a3-b07a-818adc3c246c -count,Column,public.t_order,,32,15,-53.125,fail,4b246fc4-98d4-49a3-b07a-818adc3c246c -count__id,Column,public.t_order,id,32,15,-53.125,fail,4b246fc4-98d4-49a3-b07a-818adc3c246c -count__length__status,Column,public.t_order,length__status,32,15,-53.125,fail,4b246fc4-98d4-49a3-b07a-818adc3c246c -count__order_time,Column,public.t_order,order_time,32,15,-53.125,fail,4b246fc4-98d4-49a3-b07a-818adc3c246c -count__version,Column,public.t_order,version,32,15,-53.125,fail,4b246fc4-98d4-49a3-b07a-818adc3c246c -count__order_id,Column,public.t_order_item,order_id,46,11,-76.0869565217,fail,17b598c5-c0a6-495d-a528-738476bf9e6f -count__product_id,Column,public.t_order_item,product_id,46,11,-76.0869565217,fail,17b598c5-c0a6-495d-a528-738476bf9e6f -count__warehouse_id,Column,public.t_order_item,warehouse_id,38,11,-71.0526315789,fail,17b598c5-c0a6-495d-a528-738476bf9e6f -count__quantity,Column,public.t_order_item,quantity,46,11,-76.0869565217,fail,17b598c5-c0a6-495d-a528-738476bf9e6f -count__id,Column,public.t_order_item,id,46,11,-76.0869565217,fail,17b598c5-c0a6-495d-a528-738476bf9e6f -count__version,Column,public.t_order_item,version,46,11,-76.0869565217,fail,17b598c5-c0a6-495d-a528-738476bf9e6f -count,Column,public.t_order_item,,46,11,-76.0869565217,fail,17b598c5-c0a6-495d-a528-738476bf9e6f -count__order_id,Column,public.t_payment,order_id,0,0,0.0,success,c2527147-f7e7-48df-847b-4e9f3b76b92a -count__account_id,Column,public.t_payment,account_id,0,0,0.0,success,c2527147-f7e7-48df-847b-4e9f3b76b92a -count__amount,Column,public.t_payment,amount,0,0,0.0,success,c2527147-f7e7-48df-847b-4e9f3b76b92a -count,Column,public.t_payment,,0,0,0.0,success,c2527147-f7e7-48df-847b-4e9f3b76b92a -count__id,Column,public.t_payment,id,0,0,0.0,success,c2527147-f7e7-48df-847b-4e9f3b76b92a -count__order_status,Column,public.t_payment,order_status,0,0,0.0,success,c2527147-f7e7-48df-847b-4e9f3b76b92a -count__version,Column,public.t_payment,version,0,0,0.0,success,c2527147-f7e7-48df-847b-4e9f3b76b92a -count__length__name,Column,public.t_product,length__name,3,3,0.0,success,193d25d2-29b3-42c9-8212-b131b02d0a91 -count__total_quantity,Column,public.t_product,total_quantity,3,3,0.0,success,193d25d2-29b3-42c9-8212-b131b02d0a91 -count__is_active,Column,public.t_product,is_active,3,3,0.0,success,193d25d2-29b3-42c9-8212-b131b02d0a91 -count__version,Column,public.t_product,version,3,3,0.0,success,193d25d2-29b3-42c9-8212-b131b02d0a91 -count__length__description,Column,public.t_product,length__description,3,3,0.0,success,193d25d2-29b3-42c9-8212-b131b02d0a91 -count__id,Column,public.t_product,id,3,3,0.0,success,193d25d2-29b3-42c9-8212-b131b02d0a91 -count,Column,public.t_product,,3,3,0.0,success,193d25d2-29b3-42c9-8212-b131b02d0a91 -count__price,Column,public.t_product,price,3,3,0.0,success,193d25d2-29b3-42c9-8212-b131b02d0a91 -count__is_active,Column,public.t_product_image,is_active,3,3,0.0,success,77cb445a-d594-49ee-95d7-851c38336e0e -count__version,Column,public.t_product_image,version,3,3,0.0,success,77cb445a-d594-49ee-95d7-851c38336e0e -count,Column,public.t_product_image,,3,3,0.0,success,77cb445a-d594-49ee-95d7-851c38336e0e -count__product_id,Column,public.t_product_image,product_id,3,3,0.0,success,77cb445a-d594-49ee-95d7-851c38336e0e -count__id,Column,public.t_product_image,id,3,3,0.0,success,77cb445a-d594-49ee-95d7-851c38336e0e -count__length__image_address,Column,public.t_product_image,length__image_address,3,3,0.0,success,77cb445a-d594-49ee-95d7-851c38336e0e -count__quantity,Column,public.t_stock,quantity,5,5,0.0,success,9d7f0b08-7bdd-4bab-838d-21466de16dd0 -count__version,Column,public.t_stock,version,5,5,0.0,success,9d7f0b08-7bdd-4bab-838d-21466de16dd0 -count,Column,public.t_stock,,5,5,0.0,success,9d7f0b08-7bdd-4bab-838d-21466de16dd0 -count__id,Column,public.t_stock,id,5,5,0.0,success,9d7f0b08-7bdd-4bab-838d-21466de16dd0 -count__warehouse_id,Column,public.t_stock,warehouse_id,5,5,0.0,success,9d7f0b08-7bdd-4bab-838d-21466de16dd0 -count__product_id,Column,public.t_stock,product_id,5,5,0.0,success,9d7f0b08-7bdd-4bab-838d-21466de16dd0 -count,Column,public.t_tracking,,131,5,-96.1832061069,fail,616debd8-d367-4aa3-9e85-dc1c5acff52d -count__id,Column,public.t_tracking,id,131,5,-96.1832061069,fail,616debd8-d367-4aa3-9e85-dc1c5acff52d -count__order_id,Column,public.t_tracking,order_id,131,5,-96.1832061069,fail,616debd8-d367-4aa3-9e85-dc1c5acff52d -count__version,Column,public.t_tracking,version,131,5,-96.1832061069,fail,616debd8-d367-4aa3-9e85-dc1c5acff52d -count__length__delivery_status,Column,public.t_tracking,length__delivery_status,131,5,-96.1832061069,fail,616debd8-d367-4aa3-9e85-dc1c5acff52d -count__timestamp,Column,public.t_tracking,timestamp,131,5,-96.1832061069,fail,616debd8-d367-4aa3-9e85-dc1c5acff52d -count__version,Column,public.t_transaction_record,version,38,4,-89.4736842105,fail,6b10e18c-dbbd-44b4-bc76-56709d1e9325 -count__amount,Column,public.t_transaction_record,amount,38,4,-89.4736842105,fail,6b10e18c-dbbd-44b4-bc76-56709d1e9325 -count__from_account_id,Column,public.t_transaction_record,from_account_id,38,4,-89.4736842105,fail,6b10e18c-dbbd-44b4-bc76-56709d1e9325 -count__order_id,Column,public.t_transaction_record,order_id,38,4,-89.4736842105,fail,6b10e18c-dbbd-44b4-bc76-56709d1e9325 -count__to_account_id,Column,public.t_transaction_record,to_account_id,38,4,-89.4736842105,fail,6b10e18c-dbbd-44b4-bc76-56709d1e9325 -count__id,Column,public.t_transaction_record,id,38,4,-89.4736842105,fail,6b10e18c-dbbd-44b4-bc76-56709d1e9325 -count__time,Column,public.t_transaction_record,time,38,4,-89.4736842105,fail,6b10e18c-dbbd-44b4-bc76-56709d1e9325 -count__length__memo,Column,public.t_transaction_record,length__memo,38,4,-89.4736842105,fail,6b10e18c-dbbd-44b4-bc76-56709d1e9325 -count,Column,public.t_transaction_record,,38,4,-89.4736842105,fail,6b10e18c-dbbd-44b4-bc76-56709d1e9325 -count__length__avatar,Column,public.t_user,length__avatar,0,0,0.0,success,51c7ea49-b7d3-47e8-a692-c62ce9abc322 -count,Column,public.t_user,,2,2,0.0,success,51c7ea49-b7d3-47e8-a692-c62ce9abc322 -count__id,Column,public.t_user,id,2,2,0.0,success,51c7ea49-b7d3-47e8-a692-c62ce9abc322 -count__version,Column,public.t_user,version,2,2,0.0,success,51c7ea49-b7d3-47e8-a692-c62ce9abc322 -count__length__email,Column,public.t_user,length__email,2,2,0.0,success,51c7ea49-b7d3-47e8-a692-c62ce9abc322 -count__length__username,Column,public.t_user,length__username,2,2,0.0,success,51c7ea49-b7d3-47e8-a692-c62ce9abc322 -count__length__gender,Column,public.t_user,length__gender,2,2,0.0,success,51c7ea49-b7d3-47e8-a692-c62ce9abc322 -count__length__password,Column,public.t_user,length__password,2,2,0.0,success,51c7ea49-b7d3-47e8-a692-c62ce9abc322 -count__is_active,Column,public.t_user,is_active,2,2,0.0,success,51c7ea49-b7d3-47e8-a692-c62ce9abc322 -count__id,Column,public.t_warehouse,id,2,2,0.0,success,623ea371-a0ce-4569-8c49-5800f5cf6c2a -count,Column,public.t_warehouse,,2,2,0.0,success,623ea371-a0ce-4569-8c49-5800f5cf6c2a -count__length__location,Column,public.t_warehouse,length__location,2,2,0.0,success,623ea371-a0ce-4569-8c49-5800f5cf6c2a -count__length__name,Column,public.t_warehouse,length__name,2,2,0.0,success,623ea371-a0ce-4569-8c49-5800f5cf6c2a -count__version,Column,public.t_warehouse,version,2,2,0.0,success,623ea371-a0ce-4569-8c49-5800f5cf6c2a diff --git a/packages/backend/src/validation_script/row_validation.py b/packages/backend/src/validation_script/row_validation.py index 1d9d7ef3b..fa851d32d 100644 --- a/packages/backend/src/validation_script/row_validation.py +++ b/packages/backend/src/validation_script/row_validation.py @@ -77,8 +77,9 @@ def validate_rows(table_info, source_conn, target_conn): columns = info['columns'] comparison_fields = ','.join(columns) - print(f"Comapring: {table_name}'s {comparison_fields}") + # print(f"Comapring: {table_name}'s {comparison_fields}") + # Command for row validation command = [ "data-validation", "validate", "row", "-sc", source_conn, @@ -141,14 +142,11 @@ def main(): try: tables = get_table_names(db_config) row_results = validate_rows(tables, source_conn, target_conn) - return json.dumps(row_results, ensure_ascii=False) + return json.dumps({"results": row_results}, ensure_ascii=False) except Exception as e: - return {"error": str(e)} + return json.dumps({"error": str(e)}, ensure_ascii=False) if __name__ == "__main__": result = main() - if result: - print(result) - else: - print("ERROR") \ No newline at end of file + print(result) \ No newline at end of file diff --git a/packages/backend/src/validation_script/row_validation_results.csv b/packages/backend/src/validation_script/row_validation_results.csv deleted file mode 100644 index bd25f2d68..000000000 --- a/packages/backend/src/validation_script/row_validation_results.csv +++ /dev/null @@ -1,1259 +0,0 @@ -Validation Name,Validation Type,Source Table Name,Source Column Name,Source Aggregation Value,Target Table Name,Target Column Name,Target Aggregation Value,Group By Columns,Primary Keys,Number of Random Rows,Difference,Percentage Difference,Percentage Threshold,Validation Status,Run ID,Start Time,End Time -version,Row,public.t_user,version,0,public.t_user,version,0,"{""id"": ""252""}",{id},,,,0.0,success,2c45d6fd-c773-401a-a5b3-0761e8e78752,1730877195786,1730877196174 -version,Row,public.t_user,version,0,public.t_user,version,0,"{""id"": ""253""}",{id},,,,0.0,success,2c45d6fd-c773-401a-a5b3-0761e8e78752,1730877195786,1730877196174 -username,Row,public.t_user,username,customer,public.t_user,username,customer,"{""id"": ""252""}",{id},,,,0.0,success,2c45d6fd-c773-401a-a5b3-0761e8e78752,1730877195786,1730877196174 -username,Row,public.t_user,username,KJStore,public.t_user,username,KJStore,"{""id"": ""253""}",{id},,,,0.0,success,2c45d6fd-c773-401a-a5b3-0761e8e78752,1730877195786,1730877196174 -gender,Row,public.t_user,gender,male,public.t_user,gender,male,"{""id"": ""252""}",{id},,,,0.0,success,2c45d6fd-c773-401a-a5b3-0761e8e78752,1730877195786,1730877196174 -gender,Row,public.t_user,gender,Male,public.t_user,gender,Male,"{""id"": ""253""}",{id},,,,0.0,success,2c45d6fd-c773-401a-a5b3-0761e8e78752,1730877195786,1730877196174 -is_active,Row,public.t_user,is_active,True,public.t_user,is_active,True,"{""id"": ""252""}",{id},,,,0.0,success,2c45d6fd-c773-401a-a5b3-0761e8e78752,1730877195786,1730877196174 -is_active,Row,public.t_user,is_active,True,public.t_user,is_active,True,"{""id"": ""253""}",{id},,,,0.0,success,2c45d6fd-c773-401a-a5b3-0761e8e78752,1730877195786,1730877196174 -avatar,Row,public.t_user,avatar,None,public.t_user,avatar,None,"{""id"": ""252""}",{id},,,,0.0,success,2c45d6fd-c773-401a-a5b3-0761e8e78752,1730877195786,1730877196174 -avatar,Row,public.t_user,avatar,None,public.t_user,avatar,None,"{""id"": ""253""}",{id},,,,0.0,success,2c45d6fd-c773-401a-a5b3-0761e8e78752,1730877195786,1730877196174 -password,Row,public.t_user,password,$2a$10$calRo6mwIb.Qx9l0z6.7ue4goLUppSJ0zF3XWGplnDeMTr1HSfIIO,public.t_user,password,$2a$10$calRo6mwIb.Qx9l0z6.7ue4goLUppSJ0zF3XWGplnDeMTr1HSfIIO,"{""id"": ""252""}",{id},,,,0.0,success,2c45d6fd-c773-401a-a5b3-0761e8e78752,1730877195786,1730877196174 -password,Row,public.t_user,password,$2a$10$4v9S96A1UQsBH6hgYd19IOOaTfruJrPvehk87u8zREZDkuyKCS2Z.,public.t_user,password,$2a$10$4v9S96A1UQsBH6hgYd19IOOaTfruJrPvehk87u8zREZDkuyKCS2Z.,"{""id"": ""253""}",{id},,,,0.0,success,2c45d6fd-c773-401a-a5b3-0761e8e78752,1730877195786,1730877196174 -email,Row,public.t_user,email,customer@email.com,public.t_user,email,customer@email.com,"{""id"": ""252""}",{id},,,,0.0,success,2c45d6fd-c773-401a-a5b3-0761e8e78752,1730877195786,1730877196174 -email,Row,public.t_user,email,KJ@outlook.com,public.t_user,email,KJ@outlook.com,"{""id"": ""253""}",{id},,,,0.0,success,2c45d6fd-c773-401a-a5b3-0761e8e78752,1730877195786,1730877196174 -status,Row,public.t_order,status,IN_TRANSIT,public.t_order,status,IN_TRANSIT,"{""id"": ""3403""}",{id},,,,0.0,success,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,COMPLETE_PAYMENT,public.t_order,status,COMPLETE_PAYMENT,"{""id"": ""3452""}",{id},,,,0.0,success,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,ARRIVED,public.t_order,status,ARRIVED,"{""id"": ""3002""}",{id},,,,0.0,success,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,CANCELED,public.t_order,status,CANCELED,"{""id"": ""3052""}",{id},,,,0.0,success,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,CANCELED,public.t_order,status,CANCELED,"{""id"": ""3453""}",{id},,,,0.0,success,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,CANCELED,public.t_order,status,CANCELED,"{""id"": ""3053""}",{id},,,,0.0,success,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,LOST_PACKAGE,public.t_order,status,LOST_PACKAGE,"{""id"": ""3054""}",{id},,,,0.0,success,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,CANCELED,public.t_order,status,CANCELED,"{""id"": ""3454""}",{id},,,,0.0,success,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,CANCELED,public.t_order,status,CANCELED,"{""id"": ""3502""}",{id},,,,0.0,success,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,ARRIVED,public.t_order,status,ARRIVED,"{""id"": ""3055""}",{id},,,,0.0,success,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,ARRIVED,public.t_order,status,ARRIVED,"{""id"": ""3552""}",{id},,,,0.0,success,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,ARRIVED,public.t_order,status,ARRIVED,"{""id"": ""3602""}",{id},,,,0.0,success,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,ARRIVED,public.t_order,status,ARRIVED,"{""id"": ""3056""}",{id},,,,0.0,success,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,ARRIVED,public.t_order,status,ARRIVED,"{""id"": ""3603""}",{id},,,,0.0,success,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,CANCELED,public.t_order,status,CANCELED,"{""id"": ""3604""}",{id},,,,0.0,success,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,ARRIVED,public.t_order,,,"{""id"": ""3057""}",{id},,,,,fail,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,CANCELED,public.t_order,,,"{""id"": ""3102""}",{id},,,,,fail,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,COMPLETE_PAYMENT,public.t_order,,,"{""id"": ""3152""}",{id},,,,,fail,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,COMPLETE_PAYMENT,public.t_order,,,"{""id"": ""3153""}",{id},,,,,fail,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,CANCELED,public.t_order,,,"{""id"": ""3652""}",{id},,,,,fail,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,ARRIVED,public.t_order,,,"{""id"": ""3202""}",{id},,,,,fail,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,ARRIVED,public.t_order,,,"{""id"": ""3203""}",{id},,,,,fail,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,COMPLETE_PAYMENT,public.t_order,,,"{""id"": ""3653""}",{id},,,,,fail,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,LOST_PACKAGE,public.t_order,,,"{""id"": ""3252""}",{id},,,,,fail,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,ARRIVED,public.t_order,,,"{""id"": ""3253""}",{id},,,,,fail,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,COMPLETE_PAYMENT,public.t_order,,,"{""id"": ""3302""}",{id},,,,,fail,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,ARRIVED,public.t_order,,,"{""id"": ""3352""}",{id},,,,,fail,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,ARRIVED,public.t_order,,,"{""id"": ""3702""}",{id},,,,,fail,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,LOST_PACKAGE,public.t_order,,,"{""id"": ""3752""}",{id},,,,,fail,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,ARRIVED,public.t_order,,,"{""id"": ""3402""}",{id},,,,,fail,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,CANCELED,public.t_order,,,"{""id"": ""3802""}",{id},,,,,fail,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -status,Row,public.t_order,status,LOST_PACKAGE,public.t_order,,,"{""id"": ""3852""}",{id},,,,,fail,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 -user_id,Row,public.t_order,user_id,252,public.t_order,user_id,252,"{""id"": ""3403""}",{id},,,,0.0,success,db69c541-2232-4b40-983d-acdbac1da6c9,1730877197569,1730877197898 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""29""}",{id},,,,,fail,4e97dc24-accb-4251-9c9b-47fae32fd027,1730877212898,1730877213317 -order_id,Row,public.t_transaction_record,order_id,3552,public.t_transaction_record,,,"{""id"": ""30""}",{id},,,,,fail,4e97dc24-accb-4251-9c9b-47fae32fd027,1730877212898,1730877213317 -order_id,Row,public.t_transaction_record,order_id,3602,public.t_transaction_record,,,"{""id"": ""31""}",{id},,,,,fail,4e97dc24-accb-4251-9c9b-47fae32fd027,1730877212898,1730877213317 -order_id,Row,public.t_transaction_record,order_id,3603,public.t_transaction_record,,,"{""id"": ""32""}",{id},,,,,fail,4e97dc24-accb-4251-9c9b-47fae32fd027,1730877212898,1730877213317 -order_id,Row,public.t_transaction_record,order_id,3653,public.t_transaction_record,,,"{""id"": ""33""}",{id},,,,,fail,4e97dc24-accb-4251-9c9b-47fae32fd027,1730877212898,1730877213317 -order_id,Row,public.t_transaction_record,order_id,3702,public.t_transaction_record,,,"{""id"": ""34""}",{id},,,,,fail,4e97dc24-accb-4251-9c9b-47fae32fd027,1730877212898,1730877213317 -order_id,Row,public.t_transaction_record,order_id,3752,public.t_transaction_record,,,"{""id"": ""35""}",{id},,,,,fail,4e97dc24-accb-4251-9c9b-47fae32fd027,1730877212898,1730877213317 -order_id,Row,public.t_transaction_record,order_id,3802,public.t_transaction_record,,,"{""id"": ""36""}",{id},,,,,fail,4e97dc24-accb-4251-9c9b-47fae32fd027,1730877212898,1730877213317 -order_id,Row,public.t_transaction_record,order_id,3802,public.t_transaction_record,,,"{""id"": ""37""}",{id},,,,,fail,4e97dc24-accb-4251-9c9b-47fae32fd027,1730877212898,1730877213317 -order_id,Row,public.t_transaction_record,order_id,3852,public.t_transaction_record,,,"{""id"": ""38""}",{id},,,,,fail,4e97dc24-accb-4251-9c9b-47fae32fd027,1730877212898,1730877213317 From c9783d0c0bdfe99200d649fd62966bbbb96db1d7 Mon Sep 17 00:00:00 2001 From: JimmyChoi16 Date: Sun, 10 Nov 2024 12:03:22 +1100 Subject: [PATCH 4/8] create csv file based on user input --- .../src/controller/ValidationController.ts | 8 +- .../backend/src/service/ValidationService.ts | 84 ++++++++++--- .../validation_script/column_validation.py | 88 +++++++------- .../src/validation_script/connection.py | 33 ++++++ .../src/validation_script/row_validation.py | 110 +++++++++--------- 5 files changed, 208 insertions(+), 115 deletions(-) diff --git a/packages/backend/src/controller/ValidationController.ts b/packages/backend/src/controller/ValidationController.ts index e2a531208..a6f4f6f8d 100644 --- a/packages/backend/src/controller/ValidationController.ts +++ b/packages/backend/src/controller/ValidationController.ts @@ -9,8 +9,8 @@ class ValidationController { console.log("Validating column...") try { - const { host, user, password, database, source_conn, target_conn } = req.body; - const result = await ValidationService.validationColumn(host, user, password, database, source_conn, target_conn); + const { host, user, password, database, source_conn, target_conn, resultType } = req.body; + const result = await ValidationService.validationColumn(host, user, password, database, source_conn, target_conn, resultType); const jsonResult = JSON.parse(result); // console.log("===> ", jsonResult) @@ -39,8 +39,8 @@ class ValidationController { console.log("Validating row...") try { - const { host, user, password, database, source_conn, target_conn } = req.body; - const result = await ValidationService.validationRow(host, user, password, database, source_conn, target_conn); + const { host, user, password, database, source_conn, target_conn, resultType } = req.body; + const result = await ValidationService.validationRow(host, user, password, database, source_conn, target_conn, resultType); const jsonResult = JSON.parse(result); // console.log("===> ", jsonResult) diff --git a/packages/backend/src/service/ValidationService.ts b/packages/backend/src/service/ValidationService.ts index 29fa83037..90f82ab5c 100644 --- a/packages/backend/src/service/ValidationService.ts +++ b/packages/backend/src/service/ValidationService.ts @@ -1,9 +1,11 @@ import { spawn } from 'child_process'; import path from 'path'; +import { Parser } from '@json2csv/plainjs' +import fs from 'fs' class ValidationService { - public static async validationColumn(host: string, user: string, password: string, database: string, source_conn: string, target_conn: string): Promise { + public static async validationColumn(host: string, user: string, password: string, database: string, source_conn: string, target_conn: string, resultType: string): Promise { return new Promise((resolve, reject) => { const scriptPath = path.join(__dirname, '../../src/validation_script/column_validation.py'); @@ -24,10 +26,20 @@ class ValidationService { process.on('close', (code) => { if (code === 0) { try { - console.log(output) + // console.log(JSON.parse(output)); + + if (output.length != 0) { + if (resultType == 'CSV') { + + // conver json into csv + this.convertJSONtoCSV(JSON.parse(output).results, 'column'); + resolve(output); + + } else { + resolve(output); + } + } - // Python script's output was already in json format - resolve(output); } catch (parseError) { reject(new Error('Failed to parse Python script output as JSON')); } @@ -39,7 +51,7 @@ class ValidationService { }; - public static async validationRow(host: string, user: string, password: string, database: string, source_conn: string, target_conn: string): Promise { + public static async validationRow(host: string, user: string, password: string, database: string, source_conn: string, target_conn: string, resultType: string): Promise { return new Promise((resolve, reject) => { const scriptPath = path.join(__dirname, '../../src/validation_script/row_validation.py'); @@ -58,12 +70,19 @@ class ValidationService { }); process.on('close', (code) => { + if (code === 0) { try { - console.log(output) - // Python script's output was already in json format - resolve(output); + if (resultType == 'CSV') { + + // conver json into csv + this.convertJSONtoCSV(JSON.parse(output).results, 'row'); + resolve(output); + + } else { + resolve(output); + } } catch (parseError) { reject(new Error('Failed to parse Python script output as JSON')); } @@ -75,14 +94,53 @@ class ValidationService { }; - // Method for JSON column validation result - public static validateJSONColumn(targetResult: JSON) { + // Methods to convert the json data into a csv file - column validation + public static convertJSONtoCSV(jsonData: Object[], type: string) { + + try { + const fields = [ + { value: 'validation_name', label: "Validation Name" }, + { value: 'validation_type', label: "Validation Type" }, + { value: 'source_table_name', label: "Source Table Name" }, + { value: 'source_column_name', label: "Source Column Name" }, + { value: 'source_agg_value', label: "Source Aggregation Value" }, + { value: 'target_table_name', label: "Target Table Name" }, + { value: 'target_column_name', label: "Target Column Name" }, + { value: 'target_agg_value', label: "Target Aggregation Value" }, + { value: 'group_by_columns', label: "Group By Columns" }, + { value: 'primary_keys', label: "Primary Keys" }, + { value: 'num_random_rows', label: "Number of Random Rows" }, + { value: 'difference', label: "Difference" }, + { value: 'pct_difference', label: "Percentage Difference" }, + { value: 'pct_threshold', label: "Percentage Threshold" }, + { value: 'validation_status', label: "Validation Status" }, + { value: 'run_id', label: "Run ID" }, + { value: 'start_time', label: "Start Time" }, + { value: 'end_time', label: "End Time" } + ]; + + // Extract each nested object from the original json + const preparedData = jsonData.flatMap(item => { + return Object.values(item); + }); + + const opts = { fields }; + const parser = new Parser(opts); + const csv = parser.parse(preparedData); - }; + const current = new Date(); + const hours = current.getHours().toString().padStart(2, '0'); + const minutes = current.getMinutes().toString().padStart(2, '0'); + const seconds = current.getSeconds().toString().padStart(2, '0'); - // Method for JSON row validation result - public static validateJSONRow(targetResult: JSON) { + const fileName = `${hours}${minutes}${seconds}`; + // TODO: Change to the correct path - dbt-demo/seeds + const savePath = `./src/${fileName}_${type}.csv`; + fs.writeFileSync(savePath, csv); + } catch (error) { + console.log("ERROR: ===> ", error); + } }; diff --git a/packages/backend/src/validation_script/column_validation.py b/packages/backend/src/validation_script/column_validation.py index f383d0932..1571ecda3 100644 --- a/packages/backend/src/validation_script/column_validation.py +++ b/packages/backend/src/validation_script/column_validation.py @@ -34,55 +34,57 @@ def validate_tables(tables, source_conn, target_conn): final_result = [] # Create the target path - save_path = os.path.join(os.path.dirname(__file__), '../../src/validation_script/column_validation_results.csv') + # save_path = os.path.join(os.path.dirname(__file__), '../../src/validation_script/column_validation_results.csv') - os.makedirs(os.path.dirname(save_path), exist_ok=True) + # os.makedirs(os.path.dirname(save_path), exist_ok=True) - with open(save_path, mode="w", newline="") as file: - writer = csv.writer(file) - writer.writerow([ - "Validation Name", "Validation Type", "Source Table Name", "Source Column Name", - "Source Aggregation Value", "Target Aggregation Value", "Percentage Difference", - "Validation Status", "Run ID" - ]) + # Only generate csv file when 'resultType' is 'CSV' - for table_name in tables: + # with open(save_path, mode="w", newline="") as file: + # writer = csv.writer(file) + # writer.writerow([ + # "Validation Name", "Validation Type", "Source Table Name", "Source Column Name", + # "Source Aggregation Value", "Target Aggregation Value", "Percentage Difference", + # "Validation Status", "Run ID" + # ]) - # Command for column validation - command = [ - "data-validation", "validate", "column", - "-sc", source_conn, - "-tc", target_conn, - "-tbls", f"public.{table_name}", # TODO: 'public' might need to be changed into user input, schema may need to be sepcified - "--count", "*", - "--format", "json" - ] + for table_name in tables: - try: - - result = subprocess.run(command, capture_output=True, text=True, check=True) - - result_data = json.loads(result.stdout) - - final_result.append(result_data) + # Command for column validation + command = [ + "data-validation", "validate", "column", + "-sc", source_conn, + "-tc", target_conn, + "-tbls", f"public.{table_name}", # TODO: 'public' might need to be changed into user input, schema may need to be sepcified + "--count", "*", + "--format", "json" + ] + + try: + + result = subprocess.run(command, capture_output=True, text=True, check=True) + + result_data = json.loads(result.stdout) + + final_result.append(result_data) + + # for key, record in result_data.items(): + # writer.writerow([ + # record.get("validation_name", ""), + # record.get("validation_type", ""), + # record.get("source_table_name", ""), + # record.get("source_column_name", ""), + # record.get("source_agg_value", ""), + # record.get("target_agg_value", ""), + # record.get("pct_difference", ""), + # record.get("validation_status", ""), + # record.get("run_id", "") + # ]) - for key, record in result_data.items(): - writer.writerow([ - record.get("validation_name", ""), - record.get("validation_type", ""), - record.get("source_table_name", ""), - record.get("source_column_name", ""), - record.get("source_agg_value", ""), - record.get("target_agg_value", ""), - record.get("pct_difference", ""), - record.get("validation_status", ""), - record.get("run_id", "") - ]) - - except subprocess.CalledProcessError as e: - # TODO: 处理 还没有创建连接 的报错 - print(f"Table {table_name} error while processing: {e}") - print(e.output) + except subprocess.CalledProcessError as e: + # TODO: 处理 还没有创建连接 的报错 + print(f"Table {table_name} error while processing: {e}") + print(e.output) return final_result diff --git a/packages/backend/src/validation_script/connection.py b/packages/backend/src/validation_script/connection.py index 965620a34..dda123d49 100644 --- a/packages/backend/src/validation_script/connection.py +++ b/packages/backend/src/validation_script/connection.py @@ -26,6 +26,39 @@ def create_connection(conn_name, db_type, host, port, user, password, database): "--password", password, "--database", database ] + elif db_type == "Oracle": + command = [ + "data-validation", "connections", "add", + "--connection-name", connection_name, "Oracle", + "--host", host, + "--port", port, + "--user", user, + "--password", password, + "--database", database + ] + + elif db_type == "Snowflake": + command = [ + "data-validation", "connections", "add", + "--connection-name", connection_name, "Snowflake", #TODO: DATABASE/SCHEMA + "--host", host, + "--port", port, + "--user", user, + "--password", password, + "--database", database + ] + + elif db_type == "MSSQL": + command = [ + "data-validation", "connections", "add", + "--connection-name", connection_name, "MSSQL", + "--host", host, + "--port", port, + "--user", user, + "--password", password, + "--database", database + ] + else: return {"error": f"Unsupported database type: {db_type}"} diff --git a/packages/backend/src/validation_script/row_validation.py b/packages/backend/src/validation_script/row_validation.py index fa851d32d..1b88cbcad 100644 --- a/packages/backend/src/validation_script/row_validation.py +++ b/packages/backend/src/validation_script/row_validation.py @@ -57,69 +57,69 @@ def validate_rows(table_info, source_conn, target_conn): final_result = [] # Create the target path - save_path = os.path.join(os.path.dirname(__file__), '../../src/validation_script/row_validation_results.csv') + # save_path = os.path.join(os.path.dirname(__file__), '../../src/validation_script/row_validation_results.csv') - os.makedirs(os.path.dirname(save_path), exist_ok=True) + # os.makedirs(os.path.dirname(save_path), exist_ok=True) - with open(save_path, mode="w", newline="") as file: - writer = csv.writer(file) - writer.writerow([ - "Validation Name", "Validation Type", "Source Table Name", "Source Column Name", - "Source Aggregation Value", "Target Table Name", "Target Column Name", - "Target Aggregation Value", "Group By Columns", "Primary Keys", "Number of Random Rows", - "Difference", "Percentage Difference", "Percentage Threshold", "Validation Status", - "Run ID", "Start Time", "End Time" - ]) + # with open(save_path, mode="w", newline="") as file: + # writer = csv.writer(file) + # writer.writerow([ + # "Validation Name", "Validation Type", "Source Table Name", "Source Column Name", + # "Source Aggregation Value", "Target Table Name", "Target Column Name", + # "Target Aggregation Value", "Group By Columns", "Primary Keys", "Number of Random Rows", + # "Difference", "Percentage Difference", "Percentage Threshold", "Validation Status", + # "Run ID", "Start Time", "End Time" + # ]) - for table_name, info in table_info.items(): - primary_key = info['primary_key'] # Use the primary key - columns = info['columns'] # Compare each column in all database + for table_name, info in table_info.items(): + primary_key = info['primary_key'] # Use the primary key + columns = info['columns'] # Compare each column in all database - columns = info['columns'] - comparison_fields = ','.join(columns) - # print(f"Comapring: {table_name}'s {comparison_fields}") + columns = info['columns'] + comparison_fields = ','.join(columns) + # print(f"Comapring: {table_name}'s {comparison_fields}") - # Command for row validation - command = [ - "data-validation", "validate", "row", - "-sc", source_conn, - "-tc", target_conn, - "-tbls", f"public.{table_name}", - "--primary-keys", primary_key, - "--comparison-fields", comparison_fields, - "--format", "json" - ] + # Command for row validation + command = [ + "data-validation", "validate", "row", + "-sc", source_conn, + "-tc", target_conn, + "-tbls", f"public.{table_name}", + "--primary-keys", primary_key, + "--comparison-fields", comparison_fields, + "--format", "json" + ] - try: - result = subprocess.run(command, capture_output=True, text=True, check=True) - result_data = json.loads(result.stdout) - final_result.append(result_data) + try: + result = subprocess.run(command, capture_output=True, text=True, check=True) + result_data = json.loads(result.stdout) + final_result.append(result_data) - for key, record in result_data.items(): - writer.writerow([ - record.get("validation_name", ""), - record.get("validation_type", ""), - record.get("source_table_name", ""), - record.get("source_column_name", ""), - record.get("source_agg_value", ""), - record.get("target_table_name", ""), - record.get("target_column_name", ""), - record.get("target_agg_value", ""), - record.get("group_by_columns", ""), - record.get("primary_keys", ""), - record.get("num_random_rows", ""), - record.get("difference", ""), - record.get("pct_difference", ""), - record.get("pct_threshold", ""), - record.get("validation_status", ""), - record.get("run_id", ""), - record.get("start_time", ""), - record.get("end_time", "") - ]) + # for key, record in result_data.items(): + # writer.writerow([ + # record.get("validation_name", ""), + # record.get("validation_type", ""), + # record.get("source_table_name", ""), + # record.get("source_column_name", ""), + # record.get("source_agg_value", ""), + # record.get("target_table_name", ""), + # record.get("target_column_name", ""), + # record.get("target_agg_value", ""), + # record.get("group_by_columns", ""), + # record.get("primary_keys", ""), + # record.get("num_random_rows", ""), + # record.get("difference", ""), + # record.get("pct_difference", ""), + # record.get("pct_threshold", ""), + # record.get("validation_status", ""), + # record.get("run_id", ""), + # record.get("start_time", ""), + # record.get("end_time", "") + # ]) - except subprocess.CalledProcessError as e: - print(f"Error processing table {table_name}: {e}") - print(e.output) + except subprocess.CalledProcessError as e: + print(f"Error processing table {table_name}: {e}") + print(e.output) return final_result From 757d2506650ee2c8309f4bdd055ac1bdb531882e Mon Sep 17 00:00:00 2001 From: JimmyChoi16 Date: Sun, 10 Nov 2024 18:24:22 +1100 Subject: [PATCH 5/8] The system can identify each DB type now --- .../controller/CreateConnectionController.ts | 29 ++++++++- .../src/controller/ValidationController.ts | 9 ++- .../src/service/CreateConnectionService.ts | 65 ++++++++++++------- .../backend/src/service/ValidationService.ts | 11 ++-- .../validation_script/column_validation.py | 10 +-- .../src/validation_script/row_validation.py | 10 +-- 6 files changed, 89 insertions(+), 45 deletions(-) diff --git a/packages/backend/src/controller/CreateConnectionController.ts b/packages/backend/src/controller/CreateConnectionController.ts index e838efe38..cde16dd2a 100644 --- a/packages/backend/src/controller/CreateConnectionController.ts +++ b/packages/backend/src/controller/CreateConnectionController.ts @@ -7,9 +7,32 @@ class CreateConnectionController { public static async createConnection(req: Request, res: Response): Promise { try { const { connName, dbType, host, port, user, password, database } = req.body; - - const result = await CreateConnectionService.createConnection(connName, dbType, host, port, user, password, database); - res.status(200).json(result); + let schema = null; + + if (dbType == 'Snowflake') { + const { requestSchema } = req.body; + schema = requestSchema; + } + + const result = await CreateConnectionService.createConnection(connName, dbType, host, port, user, password, database, schema); + + console.log("创建连接了=====> ", result) + + if (result.error != null) { + const resultFinal = { + 'validationStatus': "ERROR", + 'information': result + } + + res.status(200).json(resultFinal); + } else { + const resultFinal = { + 'validationStatus': "OK", + 'information': result + } + res.status(200).json(resultFinal); + } + } catch (error: any) { res.status(500).json({ error: 'Error running validation', details: error.message }); } diff --git a/packages/backend/src/controller/ValidationController.ts b/packages/backend/src/controller/ValidationController.ts index a6f4f6f8d..424e2ac52 100644 --- a/packages/backend/src/controller/ValidationController.ts +++ b/packages/backend/src/controller/ValidationController.ts @@ -9,10 +9,9 @@ class ValidationController { console.log("Validating column...") try { - const { host, user, password, database, source_conn, target_conn, resultType } = req.body; - const result = await ValidationService.validationColumn(host, user, password, database, source_conn, target_conn, resultType); + const { host, user, password, database, source_conn, target_conn, resultType, schema } = req.body; + const result = await ValidationService.validationColumn(host, user, password, database, source_conn, target_conn, resultType, schema); const jsonResult = JSON.parse(result); - // console.log("===> ", jsonResult) if (jsonResult.error != null) { const resultFinal = { @@ -39,8 +38,8 @@ class ValidationController { console.log("Validating row...") try { - const { host, user, password, database, source_conn, target_conn, resultType } = req.body; - const result = await ValidationService.validationRow(host, user, password, database, source_conn, target_conn, resultType); + const { host, user, password, database, source_conn, target_conn, resultType, schema } = req.body; + const result = await ValidationService.validationRow(host, user, password, database, source_conn, target_conn, resultType, schema); const jsonResult = JSON.parse(result); // console.log("===> ", jsonResult) diff --git a/packages/backend/src/service/CreateConnectionService.ts b/packages/backend/src/service/CreateConnectionService.ts index 5444c3477..ed48b9017 100644 --- a/packages/backend/src/service/CreateConnectionService.ts +++ b/packages/backend/src/service/CreateConnectionService.ts @@ -2,38 +2,55 @@ import { spawn } from 'child_process'; import path from 'path'; class CreateConnectionService { - public static async createConnection(connName: string, dbType: string, host: string, port: string, user: string, password: string, database: string): Promise { + public static async createConnection(connName: string, dbType: string, host: string, port: string, user: string, password: string, database: string, schema: string): Promise { return new Promise((resolve, reject) => { - console.log("===Go into CreateConnectionService===") + try { + console.log("===Go into CreateConnectionService===") - const scriptPath = path.join(__dirname, '../../validation_script/connection.py'); + const scriptPath = path.join(__dirname, '../../src/validation_script/connection.py'); - const process = spawn('python', [scriptPath, connName, dbType, host, port, user, password, database]); + let command: string[]; - let output = ''; - let errorOutput = ''; + if (dbType == 'Snowflake') { + const snowDB = `${database}/${schema}`; + command = [scriptPath, connName, dbType, host, port, user, password, snowDB]; + } else { + command = [scriptPath, connName, dbType, host, port, user, password, database]; + } - process.stdout.on('data', (data) => { - output += data.toString(); - }); + const process = spawn('python', command); + + let output = ''; + let errorOutput = ''; + + process.stdout.on('data', (data) => { + output += data.toString(); + }); + + process.stderr.on('data', (data) => { + errorOutput += data.toString(); + }); + + process.on('close', (code) => { + if (code === 0) { + try { + const result = JSON.parse(output); // assuming the Python script returns JSON + resolve(result); + } catch (parseError) { + console.log("运行时出错=====>", parseError); + reject(new Error('Failed to parse Python script output as JSON')); + } + } else { + reject(new Error(`Python script error: ${errorOutput}`)); + } + }); + } catch (error: any) { + console.log("创建连接时出错=====> ", error); + reject(new Error(error)); + } - process.stderr.on('data', (data) => { - errorOutput += data.toString(); - }); - process.on('close', (code) => { - if (code === 0) { - try { - const result = JSON.parse(output); // assuming the Python script returns JSON - resolve(result); - } catch (parseError) { - reject(new Error('Failed to parse Python script output as JSON')); - } - } else { - reject(new Error(`Python script error: ${errorOutput}`)); - } - }); }); } } diff --git a/packages/backend/src/service/ValidationService.ts b/packages/backend/src/service/ValidationService.ts index 90f82ab5c..b0c4f11f8 100644 --- a/packages/backend/src/service/ValidationService.ts +++ b/packages/backend/src/service/ValidationService.ts @@ -5,12 +5,12 @@ import fs from 'fs' class ValidationService { - public static async validationColumn(host: string, user: string, password: string, database: string, source_conn: string, target_conn: string, resultType: string): Promise { + public static async validationColumn(host: string, user: string, password: string, database: string, source_conn: string, target_conn: string, resultType: string, schema: string): Promise { return new Promise((resolve, reject) => { const scriptPath = path.join(__dirname, '../../src/validation_script/column_validation.py'); - const process = spawn('python', [scriptPath, host, user, password, database, source_conn, target_conn]); + const process = spawn('python', [scriptPath, host, user, password, database, source_conn, target_conn, schema]); let output = ''; let errorOutput = ''; @@ -51,12 +51,12 @@ class ValidationService { }; - public static async validationRow(host: string, user: string, password: string, database: string, source_conn: string, target_conn: string, resultType: string): Promise { + public static async validationRow(host: string, user: string, password: string, database: string, source_conn: string, target_conn: string, resultType: string, schema: string): Promise { return new Promise((resolve, reject) => { const scriptPath = path.join(__dirname, '../../src/validation_script/row_validation.py'); - const process = spawn('python', [scriptPath, host, user, password, database, source_conn, target_conn]); + const process = spawn('python', [scriptPath, host, user, password, database, source_conn, target_conn, schema]); let output = ''; let errorOutput = ''; @@ -76,7 +76,7 @@ class ValidationService { if (resultType == 'CSV') { - // conver json into csv + // conver json into csv - TODO: error occur when converting into csv this.convertJSONtoCSV(JSON.parse(output).results, 'row'); resolve(output); @@ -140,6 +140,7 @@ class ValidationService { } catch (error) { console.log("ERROR: ===> ", error); + return error; } }; diff --git a/packages/backend/src/validation_script/column_validation.py b/packages/backend/src/validation_script/column_validation.py index 1571ecda3..ec5fde96b 100644 --- a/packages/backend/src/validation_script/column_validation.py +++ b/packages/backend/src/validation_script/column_validation.py @@ -25,7 +25,7 @@ def get_table_names(database_config): except mysql.connector.Error as error: raise ConnectionError(f"Database connection error: {error}") -def validate_tables(tables, source_conn, target_conn): +def validate_tables(tables, source_conn, target_conn, schema): if (len(tables) == 0): print(f"No tables in the target databse") @@ -55,7 +55,8 @@ def validate_tables(tables, source_conn, target_conn): "data-validation", "validate", "column", "-sc", source_conn, "-tc", target_conn, - "-tbls", f"public.{table_name}", # TODO: 'public' might need to be changed into user input, schema may need to be sepcified + # SOURCE_SCHEMA.SOURCE_TABLE + "-tbls", f"{schema}.{table_name}", "--count", "*", "--format", "json" ] @@ -92,7 +93,7 @@ def validate_tables(tables, source_conn, target_conn): def main(): # Validate the input vales - sys.argv[0] is the python script file name - if len(sys.argv) != 7: + if len(sys.argv) != 8: print("Input is not valid") return @@ -105,11 +106,12 @@ def main(): source_conn = sys.argv[5] tagret_conn = sys.argv[6] + schema = sys.argv[7] try: tables = get_table_names(db_config) - results = validate_tables(tables, source_conn, tagret_conn) + results = validate_tables(tables, source_conn, tagret_conn, schema) return json.dumps({"results": results}, ensure_ascii=False) diff --git a/packages/backend/src/validation_script/row_validation.py b/packages/backend/src/validation_script/row_validation.py index 1b88cbcad..5e896830c 100644 --- a/packages/backend/src/validation_script/row_validation.py +++ b/packages/backend/src/validation_script/row_validation.py @@ -48,7 +48,7 @@ def get_table_names(database_config): raise ConnectionError(f"Database connection error: {error}") # Row validation -def validate_rows(table_info, source_conn, target_conn): +def validate_rows(table_info, source_conn, target_conn, schema): if not table_info: print("No tables with primary keys in the target database.") @@ -84,7 +84,8 @@ def validate_rows(table_info, source_conn, target_conn): "data-validation", "validate", "row", "-sc", source_conn, "-tc", target_conn, - "-tbls", f"public.{table_name}", + # SOURCE_SCHEMA.SOURCE_TABLE + "-tbls", f"{schema}.{table_name}", "--primary-keys", primary_key, "--comparison-fields", comparison_fields, "--format", "json" @@ -125,7 +126,7 @@ def validate_rows(table_info, source_conn, target_conn): def main(): # Validate input values - if len(sys.argv) != 7: + if len(sys.argv) != 8: print("Input is not valid") return @@ -138,10 +139,11 @@ def main(): source_conn = sys.argv[5] target_conn = sys.argv[6] + schema = sys.argv[7] try: tables = get_table_names(db_config) - row_results = validate_rows(tables, source_conn, target_conn) + row_results = validate_rows(tables, source_conn, target_conn, schema) return json.dumps({"results": row_results}, ensure_ascii=False) except Exception as e: From b11e7c3480bf819aaf768be3b00acbb6f618c02c Mon Sep 17 00:00:00 2001 From: JimmyChoi16 Date: Sun, 10 Nov 2024 20:37:00 +1100 Subject: [PATCH 6/8] modified the snowflake connection --- .../backend/src/controller/CreateConnectionController.ts | 2 -- packages/backend/src/service/CreateConnectionService.ts | 3 +++ packages/backend/src/validation_script/connection.py | 5 ++--- 3 files changed, 5 insertions(+), 5 deletions(-) diff --git a/packages/backend/src/controller/CreateConnectionController.ts b/packages/backend/src/controller/CreateConnectionController.ts index cde16dd2a..f6a8a5fb2 100644 --- a/packages/backend/src/controller/CreateConnectionController.ts +++ b/packages/backend/src/controller/CreateConnectionController.ts @@ -16,8 +16,6 @@ class CreateConnectionController { const result = await CreateConnectionService.createConnection(connName, dbType, host, port, user, password, database, schema); - console.log("创建连接了=====> ", result) - if (result.error != null) { const resultFinal = { 'validationStatus': "ERROR", diff --git a/packages/backend/src/service/CreateConnectionService.ts b/packages/backend/src/service/CreateConnectionService.ts index ed48b9017..7d4fdd970 100644 --- a/packages/backend/src/service/CreateConnectionService.ts +++ b/packages/backend/src/service/CreateConnectionService.ts @@ -14,6 +14,9 @@ class CreateConnectionService { if (dbType == 'Snowflake') { const snowDB = `${database}/${schema}`; + + console.log("snowflake的db===>", snowDB); + command = [scriptPath, connName, dbType, host, port, user, password, snowDB]; } else { command = [scriptPath, connName, dbType, host, port, user, password, database]; diff --git a/packages/backend/src/validation_script/connection.py b/packages/backend/src/validation_script/connection.py index dda123d49..02b5e46cb 100644 --- a/packages/backend/src/validation_script/connection.py +++ b/packages/backend/src/validation_script/connection.py @@ -40,11 +40,10 @@ def create_connection(conn_name, db_type, host, port, user, password, database): elif db_type == "Snowflake": command = [ "data-validation", "connections", "add", - "--connection-name", connection_name, "Snowflake", #TODO: DATABASE/SCHEMA - "--host", host, - "--port", port, + "--connection-name", connection_name, "Snowflake", "--user", user, "--password", password, + "--account", host, "--database", database ] From a09acfe5b43358ac4a35281fcbf0191fcdd8e012 Mon Sep 17 00:00:00 2001 From: JimmyChoi16 Date: Mon, 11 Nov 2024 16:48:24 +1100 Subject: [PATCH 7/8] Allow users to choose the result content --- .../src/controller/ValidationController.ts | 8 ++-- .../backend/src/service/ValidationService.ts | 46 ++++++++++++++----- .../src/validation_script/connection.py | 2 +- 3 files changed, 39 insertions(+), 17 deletions(-) diff --git a/packages/backend/src/controller/ValidationController.ts b/packages/backend/src/controller/ValidationController.ts index 424e2ac52..b2f09c489 100644 --- a/packages/backend/src/controller/ValidationController.ts +++ b/packages/backend/src/controller/ValidationController.ts @@ -9,8 +9,8 @@ class ValidationController { console.log("Validating column...") try { - const { host, user, password, database, source_conn, target_conn, resultType, schema } = req.body; - const result = await ValidationService.validationColumn(host, user, password, database, source_conn, target_conn, resultType, schema); + const { host, user, password, database, source_conn, target_conn, resultType, schema, content } = req.body; + const result = await ValidationService.validationColumn(host, user, password, database, source_conn, target_conn, resultType, schema, content); const jsonResult = JSON.parse(result); if (jsonResult.error != null) { @@ -38,8 +38,8 @@ class ValidationController { console.log("Validating row...") try { - const { host, user, password, database, source_conn, target_conn, resultType, schema } = req.body; - const result = await ValidationService.validationRow(host, user, password, database, source_conn, target_conn, resultType, schema); + const { host, user, password, database, source_conn, target_conn, resultType, schema, content } = req.body; + const result = await ValidationService.validationRow(host, user, password, database, source_conn, target_conn, resultType, schema, content); const jsonResult = JSON.parse(result); // console.log("===> ", jsonResult) diff --git a/packages/backend/src/service/ValidationService.ts b/packages/backend/src/service/ValidationService.ts index b0c4f11f8..18c56946b 100644 --- a/packages/backend/src/service/ValidationService.ts +++ b/packages/backend/src/service/ValidationService.ts @@ -2,10 +2,11 @@ import { spawn } from 'child_process'; import path from 'path'; import { Parser } from '@json2csv/plainjs' import fs from 'fs' +import { json } from 'stream/consumers'; class ValidationService { - public static async validationColumn(host: string, user: string, password: string, database: string, source_conn: string, target_conn: string, resultType: string, schema: string): Promise { + public static async validationColumn(host: string, user: string, password: string, database: string, source_conn: string, target_conn: string, resultType: string, schema: string, content: string): Promise { return new Promise((resolve, reject) => { const scriptPath = path.join(__dirname, '../../src/validation_script/column_validation.py'); @@ -32,7 +33,7 @@ class ValidationService { if (resultType == 'CSV') { // conver json into csv - this.convertJSONtoCSV(JSON.parse(output).results, 'column'); + this.convertJSONtoCSV(JSON.parse(output).results, 'column', content); resolve(output); } else { @@ -51,7 +52,7 @@ class ValidationService { }; - public static async validationRow(host: string, user: string, password: string, database: string, source_conn: string, target_conn: string, resultType: string, schema: string): Promise { + public static async validationRow(host: string, user: string, password: string, database: string, source_conn: string, target_conn: string, resultType: string, schema: string, content: string): Promise { return new Promise((resolve, reject) => { const scriptPath = path.join(__dirname, '../../src/validation_script/row_validation.py'); @@ -77,7 +78,7 @@ class ValidationService { if (resultType == 'CSV') { // conver json into csv - TODO: error occur when converting into csv - this.convertJSONtoCSV(JSON.parse(output).results, 'row'); + this.convertJSONtoCSV(JSON.parse(output).results, 'row', content); resolve(output); } else { @@ -95,7 +96,31 @@ class ValidationService { }; // Methods to convert the json data into a csv file - column validation - public static convertJSONtoCSV(jsonData: Object[], type: string) { + public static convertJSONtoCSV(jsonData: Object[], type: string, content: string) { + + try { + + // Extract each nested object from the original json + const preparedData = jsonData.flatMap(item => { + return Object.values(item); + }); + + let finalData: Object[] = []; + + if (content === 'ONLY_FAILED') { + finalData = preparedData.filter(item => item.validation_status === 'fail'); + this.writeCSV(finalData, type) + } else { + this.writeCSV(preparedData, type) + } + + } catch (error) { + console.log("ERROR: ===> ", error); + return error; + } + }; + + public static writeCSV(inputData: Object[], type: string) { try { const fields = [ @@ -119,14 +144,9 @@ class ValidationService { { value: 'end_time', label: "End Time" } ]; - // Extract each nested object from the original json - const preparedData = jsonData.flatMap(item => { - return Object.values(item); - }); - const opts = { fields }; const parser = new Parser(opts); - const csv = parser.parse(preparedData); + const csv = parser.parse(inputData); const current = new Date(); const hours = current.getHours().toString().padStart(2, '0'); @@ -138,11 +158,13 @@ class ValidationService { const savePath = `./src/${fileName}_${type}.csv`; fs.writeFileSync(savePath, csv); + } catch (error) { console.log("ERROR: ===> ", error); return error; } - }; + + } } diff --git a/packages/backend/src/validation_script/connection.py b/packages/backend/src/validation_script/connection.py index 02b5e46cb..dc7392dff 100644 --- a/packages/backend/src/validation_script/connection.py +++ b/packages/backend/src/validation_script/connection.py @@ -37,7 +37,7 @@ def create_connection(conn_name, db_type, host, port, user, password, database): "--database", database ] - elif db_type == "Snowflake": + elif db_type == "Snowflake": # Speical one command = [ "data-validation", "connections", "add", "--connection-name", connection_name, "Snowflake", From f24cb21eebc03d63416201d03d85e840abdd1c21 Mon Sep 17 00:00:00 2001 From: JimmyChoi16 Date: Mon, 11 Nov 2024 17:26:21 +1100 Subject: [PATCH 8/8] Modified error only --- .../backend/src/service/ValidationService.ts | 42 ++++++++++--------- 1 file changed, 23 insertions(+), 19 deletions(-) diff --git a/packages/backend/src/service/ValidationService.ts b/packages/backend/src/service/ValidationService.ts index 18c56946b..4169546b9 100644 --- a/packages/backend/src/service/ValidationService.ts +++ b/packages/backend/src/service/ValidationService.ts @@ -96,31 +96,33 @@ class ValidationService { }; // Methods to convert the json data into a csv file - column validation - public static convertJSONtoCSV(jsonData: Object[], type: string, content: string) { + public static convertJSONtoCSV(jsonData: Object[], type: string, content: string): string | Error { - try { - - // Extract each nested object from the original json - const preparedData = jsonData.flatMap(item => { - return Object.values(item); - }); + // Extract each nested object from the original json + const preparedData = jsonData.flatMap(item => { + return Object.values(item); + }); - let finalData: Object[] = []; + let finalData: Object[] = []; - if (content === 'ONLY_FAILED') { - finalData = preparedData.filter(item => item.validation_status === 'fail'); - this.writeCSV(finalData, type) - } else { - this.writeCSV(preparedData, type) + if (content === 'ONLY_FAILED') { + finalData = preparedData.filter(item => item.validation_status === 'fail'); + if (finalData != null) { // Has failure item + const result = this.writeCSV(finalData, type) + return result; + } else { // Transformation succeeded, no errors + const result = this.writeCSV(preparedData, type); + return result; } - - } catch (error) { - console.log("ERROR: ===> ", error); - return error; + } else { // all data + const result = this.writeCSV(preparedData, type); + return result; } + + }; - public static writeCSV(inputData: Object[], type: string) { + public static writeCSV(inputData: Object[], type: string): string | Error { try { const fields = [ @@ -158,10 +160,12 @@ class ValidationService { const savePath = `./src/${fileName}_${type}.csv`; fs.writeFileSync(savePath, csv); + return "OK"; } catch (error) { console.log("ERROR: ===> ", error); - return error; + // Return error + return error instanceof Error ? error : new Error(String(error)); } }