first commit

.env

+# Mongo
+MONGO_URI=mongodb://dev-mongo-readwrite:dev-mongo-readwrite%40123@192.168.0.220:31589/?directConnection=true
+
+# POSTGRES
+POSTGRES_URI=postgresql://admin:UtAdm%23Post271486@192.168.0.220:31514
\ No newline at end of file

aarti_mongo_indexes.csv

+database,collection,name,key,unique,sparse,expireAfterSeconds,partialFilterExpression,collation
+ilens_assistant,task_instance_data,task_id_1_stage_id_1,"[('task_id', 1), ('stage_id', 1)]",False,False,,None,None
+ilens_assistant,task_instances,task_id_1_logbook_id_1,"[('task_id', 1), ('logbook_id', 1)]",False,False,,None,None
+ilens_assistant,periodic_data,date_1_step_id_1,"[('date', 1), ('step_id', 1)]",False,False,,None,None
+ilens_assistant,logbook,logbook_id_1,"[('logbook_id', 1)]",False,False,,None,None
+ilens_assistant,workflows,workflow_id_1,"[('workflow_id', 1)]",False,False,,None,None
+ilens_configuration,user,user_id_1_project_id_1,"[('user_id', 1), ('project_id', 1)]",False,False,,None,None
+ilens_configuration,ext_access_tokens,expires_in_1,"[('expires_in', 1)]",False,False,0,None,None
+ilens_configuration,tags,tag_id_1,"[('tag_id', 1)]",False,False,,None,None
+ilens_configuration,tags,id_1,"[('id', 1)]",False,False,,None,None
+ilens_configuration,scheduled_jobs,next_run_time_1,"[('next_run_time', 1)]",False,True,,None,None
+ilens_configuration,accessible_hierarchy,project_id_1_user_id_1,"[('project_id', 1), ('user_id', 1)]",False,False,,None,None
+ilens_reports,scheduled_jobs_energy_reports,next_run_time_1,"[('next_run_time', 1)]",False,True,,None,None
+ilens_schedule_rule,scheduled_jobs,next_run_time_1,"[('next_run_time', 1)]",False,True,,None,None
+ilens_widget,ilens_annotations,hierarchy_1_ts_1,"[('hierarchy', 1), ('ts', 1)]",False,False,,None,None
+project_101__ilens_asset_model,asset_model_rule_engine,rule_engine_id_1,"[('rule_engine_id', 1)]",False,False,,None,None
+project_101__ilens_asset_model,asset_model_rule_engine,project_id_1,"[('project_id', 1)]",False,False,,None,None
+project_101__ilens_asset_model,asset_model_rule_engine,type_1,"[('type', 1)]",False,False,,None,None
+project_101__ilens_asset_model,asset_model_details,asset_model_id_1,"[('asset_model_id', 1)]",False,False,,None,None
+project_101__ilens_asset_model,asset_model_details,asset_model_id_1_asset_version_1,"[('asset_model_id', 1), ('asset_version', 1)]",False,False,,None,None
+project_101__ilens_assistant,task_instances_2024015,task_id_1_logbook_id_1,"[('task_id', 1), ('logbook_id', 1)]",False,False,,None,None
+project_101__ilens_assistant,task_instances_2024015,task_description_text,"[('_fts', 'text'), ('_ftsx', 1)]",False,False,,None,None
+project_101__ilens_assistant,task_instances,task_category_1_meta.created_at_1_task_description_1,"[('task_category', 1), ('meta.created_at', 1), ('task_description', 1)]",True,False,,"SON([('task_category', 'Production Down Time')])",None
+project_101__ilens_assistant,form_props,step_id_text,"[('_fts', 'text'), ('_ftsx', 1)]",False,False,,None,None
+project_101__ilens_assistant,workflows,workflow_id_1,"[('workflow_id', 1)]",False,False,,None,None
+project_101__ilens_assistant,workflow_permissions,workflow_id_text_step_id_text_user_role_text_permissions_text,"[('_fts', 'text'), ('_ftsx', 1)]",False,False,,None,None
+project_101__ilens_assistant,Copy_of_steps_bkp_v2,step_id_-1_step_name_-1_step_category_-1,"[('step_id', -1), ('step_name', -1), ('step_category', -1)]",False,False,,None,None
+project_101__ilens_assistant,Copy_of_steps_bkp,step_id_-1_step_name_-1_step_category_-1,"[('step_id', -1), ('step_name', -1), ('step_category', -1)]",False,False,,None,None
+project_101__ilens_assistant,task_instance_data,task_id_1_stage_id_1,"[('task_id', 1), ('stage_id', 1)]",False,False,,None,None
+project_101__ilens_assistant,task_instance_data,stage_id_-1,"[('stage_id', -1)]",False,False,,None,None
+project_101__ilens_assistant,steps,step_id_-1_step_name_-1_step_category_-1,"[('step_id', -1), ('step_name', -1), ('step_category', -1)]",False,False,,None,None
+project_101__ilens_assistant,steps,project_id_1,"[('project_id', 1)]",False,False,,None,None
+project_101__ilens_assistant,steps,step_version_-1_meta.created_at_-1,"[('step_version', -1), ('meta.created_at', -1)]",False,False,,None,None
+project_101__ilens_assistant,steps,step_id_1,"[('step_id', 1)]",False,False,,None,None
+project_101__ilens_assistant,steps,project_id_1_step_version_-1_meta.created_at_-1_step_id_1,"[('project_id', 1), ('step_version', -1), ('meta.created_at', -1), ('step_id', 1)]",False,False,,None,None
+project_101__ilens_assistant,task_info,task_info_id_-1,"[('task_info_id', -1)]",True,False,,None,None
+project_101__ilens_assistant,logbook,logbook_id_1,"[('logbook_id', 1)]",False,False,,None,None
+project_101__ilens_assistant,periodic_data,date_1_step_id_1,"[('date', 1), ('step_id', 1)]",False,False,,None,None
+project_101__ilens_configuration,ilens_devices,ilens_device_id_1,"[('ilens_device_id', 1)]",False,False,,None,None
+project_101__ilens_configuration,ilens_devices,physical_device_group_id_1,"[('physical_device_group_id', 1)]",False,False,,None,None
+project_101__ilens_configuration,tags,tag_id_1,"[('tag_id', 1)]",False,False,,None,None
+project_101__ilens_configuration,tags,id_1,"[('id', 1)]",False,False,,None,None
+project_101__ilens_configuration,units,id_1,"[('id', 1)]",True,False,,None,None
+project_101__ilens_configuration,rule_engine,processOn_1,"[('processOn', 1)]",False,False,,None,None
+project_101__ilens_configuration,rule_engine,rule_engine_id_1_project_id_1,"[('rule_engine_id', 1), ('project_id', 1)]",False,False,,None,None
+project_101__ilens_configuration,rule_engine,last_updated_1,"[('last_updated', 1)]",False,False,,None,None
+project_101__ilens_configuration,tag_hierarchy,id_1,"[('id', 1)]",False,False,,None,None
+project_101__ilens_configuration,tag_hierarchy,parameter_id_1,"[('parameter_id', 1)]",False,False,,None,None
+project_101__ilens_configuration,tag_hierarchy,site_id_1,"[('site_id', 1)]",False,False,,None,None
+project_101__ilens_configuration,tag_hierarchy,project_id_1,"[('project_id', 1)]",False,False,,None,None
+project_101__ilens_configuration,channel_pp_device,device_model_id_1,"[('device_model_id', 1)]",False,False,,None,None
+project_101__ilens_configuration,channel_pp_device,site_id_1,"[('site_id', 1)]",False,False,,None,None
+project_101__ilens_configuration,channel_pp_device,pipeline_device_id_1,"[('pipeline_device_id', 1)]",False,False,,None,None
+project_101__ilens_configuration,data_upload_history,project_upload,"[('project_id', -1), ('upload_id', -1)]",False,False,,None,None
+project_101__ilens_configuration,data_upload_history,file_id_-1,"[('file_id', -1)]",False,False,,None,None
+project_101__ilens_configuration,assets,hierarchy_1,"[('hierarchy', 1)]",False,False,,None,None
+project_101__ilens_configuration,assets,node_id_1,"[('node_id', 1)]",False,False,,None,None
+project_101__ilens_configuration,rule_template,rule_template_id_1,"[('rule_template_id', 1)]",False,False,,None,None
+project_101__ilens_configuration,rule_template,Selected_ruleType_1,"[('Selected_ruleType', 1)]",False,False,,None,None
+project_101__ilens_configuration,rule_template,category_1,"[('category', 1)]",False,False,,None,None
+project_101__ilens_configuration,hierarchy_details,node_id_1,"[('node_id', 1)]",False,False,,None,None
+project_101__ilens_configuration,hierarchy_details,parent_id_1,"[('parent_id', 1)]",False,False,,None,None
+project_101__ilens_configuration,hierarchy_details,type_1,"[('type', 1)]",False,False,,None,None
+project_101__ilens_configuration,hierarchy_details,project_id_1,"[('project_id', 1)]",False,False,,None,None
+project_101__ilens_configuration,events_collection,ilens_device_id_-1_event_id_-1,"[('ilens_device_id', -1), ('event_id', -1)]",False,False,,None,None
+project_101__ilens_configuration,physical_device_group,physical_device_group_id_1,"[('physical_device_group_id', 1)]",False,False,,None,None
+project_101__ilens_configuration,lookup_table,lookup_name_1,"[('lookup_name', 1)]",False,False,,None,None
+project_101__ilens_configuration,lookup_table,project_id_1,"[('project_id', 1)]",False,False,,None,None
+project_101__ilens_widget,dashboard,dashboard_id_1,"[('dashboard_id', 1)]",True,False,,None,None
+project_101__ilens_widget,dashboard,category_1,"[('category', 1)]",False,False,,None,None
+project_101__ilens_widget,ilens_annotations,hierarchy_1_ts_1,"[('hierarchy', 1), ('ts', 1)]",False,False,,None,None

app.py

+"""
+Author: Owaiz Mustafa Khan
+Email: owaiz.mustafakhan@rockwellautomation.com
+"""
+
+
+import uvicorn
+
+if __name__ == '__main__':
+    uvicorn.run('main:app')
\ No newline at end of file

conf/applicatIon.conf

+[MONGO_DB]
+MONGO_URI=$MONGO_URI
+
+[POSTGRES_DB]
+POSTGRES_URI=$POSTGRES_URI

index_db_script.py

+import json
+import csv
+import logging
+from pymongo import MongoClient
+
+
+def setup_logging():
+    logging.basicConfig(
+        level=logging.INFO,
+        format='%(asctime)s | %(levelname)s | %(message)s',
+        handlers=[
+            logging.StreamHandler(),
+        ]
+    )
+
+
+def connect_to_mongo(uri):
+    try:
+        logging.info("Connecting to MongoDB...")
+        client = MongoClient(uri)
+        client.admin.command('ping')
+        logging.info("Connected to MongoDB.")
+        return client
+    except Exception as e:
+        logging.error(f"Connection failed: {e}")
+        exit(1)
+
+
+def get_user_defined_indexes(client):
+    result = []
+    json_output = {}
+
+    try:
+        databases = client.list_database_names()
+    except Exception as e:
+        logging.error(f"Failed to list databases: {e}")
+        exit(1)
+
+    for db_name in databases:
+        if db_name in ("admin", "local", "config"):
+            continue
+
+        db = client[db_name]
+        json_output[db_name] = {}
+
+        try:
+            collections = db.list_collection_names()
+        except Exception as e:
+            logging.error(f"Failed to list collections in '{db_name}': {e}")
+            continue
+
+        for collection_name in collections:
+            collection = db[collection_name]
+            try:
+                indexes = collection.index_information()
+                user_indexes = []
+
+                for index_name, index_data in indexes.items():
+                    if index_name == "_id_":
+                        continue
+
+                    index_info = {
+                        "database": db_name,
+                        "collection": collection_name,
+                        "name": index_name,
+                        "key": str(index_data.get("key")),
+                        "unique": index_data.get("unique", False),
+                        "sparse": index_data.get("sparse", False),
+                        "expireAfterSeconds": index_data.get("expireAfterSeconds"),
+                        "partialFilterExpression": str(index_data.get("partialFilterExpression")),
+                        "collation": str(index_data.get("collation"))
+                    }
+
+                    result.append(index_info)
+                    user_indexes.append(index_info)
+
+                json_output[db_name][collection_name] = user_indexes
+
+            except Exception as e:
+                logging.error(f"Failed to get indexes for {collection_name} in {db_name}: {e}")
+
+    return result, json_output
+
+
+def save_to_json(data, filepath="mongo_indexes.json"):
+    try:
+        with open(filepath, "w", encoding="utf-8") as f:
+            json.dump(data, f, indent=4)
+        logging.info(f"Index data saved to JSON: {filepath}")
+    except Exception as e:
+        logging.error(f"Failed to save JSON: {e}")
+
+
+def save_to_csv(data, filepath="mongo_indexes.csv"):
+    try:
+        with open(filepath, mode="w", newline="", encoding="utf-8") as f:
+            fieldnames = [
+                "database", "collection", "name", "key", "unique",
+                "sparse", "expireAfterSeconds", "partialFilterExpression", "collation"
+            ]
+            writer = csv.DictWriter(f, fieldnames=fieldnames)
+            writer.writeheader()
+            writer.writerows(data)
+        logging.info(f"Index data saved to CSV: {filepath}")
+    except Exception as e:
+        logging.error(f"Failed to save CSV: {e}")
+
+
+def main():
+    setup_logging()
+
+#    uri = "mongodb://dev-mongo-readwrite:dev-mongo-readwrite%40123@192.168.0.220:31589/?directConnection=true"
+    # uri="mongodb://admin:iLens%23JUBv705@192.168.0.207:3689/?authMechanism=DEFAULT&directConnection=true"
+    uri="mongodb://iLens:iLens%231234@192.168.0.207:3599/?authMechanism=DEFAULT&directConnection=true"
+    client = connect_to_mongo(uri)
+    index_list, json_structure = get_user_defined_indexes(client)
+
+    save_to_json(json_structure)
+    save_to_csv(index_list)
+
+    logging.info("Index extraction completed.")
+
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file

main.py

+"""
+Author: Owaiz Mustafa Khan
+Email: owaiz.mustafakhan@rockwellautomation.com
+"""
+
+
+
+from fastapi import FastAPI, HTTPException
+from scripts.schemas.postgres_schema import GetTablesInfoResponse, UpdateIndexResponse, AddIndex, \
+    DeleteIndexResponse, DeleteIndex, AddIndexResponse
+from scripts.utils.common import CommonUtils
+
+
+app = FastAPI()
+common = CommonUtils()
+
+@app.get('/get_tables_info', response_model=GetTablesInfoResponse)
+def get_tables_info(
+
+) -> GetTablesInfoResponse:
+    """
+    This API Retrieves The Postgres Tables' Metadata
+
+    Params:
+
+        No Parameters
+
+    Return:
+
+        UpdateIndexResponse i.e., All the data in postgres_default_schema_info collections
+    """
+    data = common.get_tables_info()
+    return data
+
+@app.get('/update_index_from_db')
+def update_index_from_db() -> dict:
+    """
+    This API Retrieves The Postgres Tables' Metadata
+
+    Params:
+
+        No Parameters
+
+    Return:
+
+        UpdateIndexResponse i.e., All the data in postgres_default_schema_info collections
+    """
+    data = common.update_index_from_db()
+    return data
+
+@app.post('/add_index', response_model=AddIndexResponse | UpdateIndexResponse)
+def add_index(payload: AddIndex) -> AddIndexResponse | UpdateIndexResponse:
+    """
+    This API Retrieves The Postgres Tables' Metadata
+
+    Params:
+
+        No Parameters
+
+    Return:
+
+        GetTablesInfoResponse i.e., All the data in postgres_default_schema_info collections
+    """
+    data = common.add_index(payload)
+
+    if isinstance(data, HTTPException):
+        raise data
+
+    return data
+
+@app.post('/delete_index', response_model=DeleteIndexResponse)
+def delete_index(payload: DeleteIndex) -> DeleteIndexResponse:
+    """
+    This API Retrieves The Postgres Tables' Metadata
+
+    Params:
+
+        No Parameters
+
+    Return:
+
+        UpdateIndexResponse i.e., All the data in postgres_default_schema_info collections
+    """
+    data = common.delete_index(payload)
+
+    if isinstance(data, HTTPException):
+        raise data
+
+    return data

mongo_indexes.json

+{
+    "ilens_asset_model": {
+        "industry_category": []
+    },
+    "ilens_assistant": {
+        "converter_data": [],
+        "task_instance_data": [
+            {
+                "database": "ilens_assistant",
+                "collection": "task_instance_data",
+                "name": "task_id_1_stage_id_1",
+                "key": "[('task_id', 1), ('stage_id', 1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            }
+        ],
+        "anode_furnace_data": [],
+        "task_instances": [
+            {
+                "database": "ilens_assistant",
+                "collection": "task_instances",
+                "name": "task_id_1_logbook_id_1",
+                "key": "[('task_id', 1), ('logbook_id', 1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            }
+        ],
+        "logbook_action_templates": [],
+        "logbook_trigger_templates": [],
+        "periodic_data": [
+            {
+                "database": "ilens_assistant",
+                "collection": "periodic_data",
+                "name": "date_1_step_id_1",
+                "key": "[('date', 1), ('step_id', 1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            }
+        ],
+        "logbook": [
+            {
+                "database": "ilens_assistant",
+                "collection": "logbook",
+                "name": "logbook_id_1",
+                "key": "[('logbook_id', 1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            }
+        ],
+        "step_category": [],
+        "workflows": [
+            {
+                "database": "ilens_assistant",
+                "collection": "workflows",
+                "name": "workflow_id_1",
+                "key": "[('workflow_id', 1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            }
+        ],
+        "action_templates": [],
+        "trigger_templates": []
+    },
+    "ilens_clients": {
+        "ilens_clients": []
+    },
+    "ilens_configuration": {
+        "unit_conversion": [],
+        "alarm_priority": [],
+        "event_log": [],
+        "protocol_category": [],
+        "hierarchy_dfm": [],
+        "unit_group": [],
+        "pm_config": [],
+        "associate_pp_device": [],
+        "user": [
+            {
+                "database": "ilens_configuration",
+                "collection": "user",
+                "name": "user_id_1_project_id_1",
+                "key": "[('user_id', 1), ('project_id', 1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            }
+        ],
+        "physical_device_group": [],
+        "pipeline_instance": [],
+        "user_info_history": [],
+        "channel_pp_device": [],
+        "elogbook_rule_engine": [],
+        "channel_pipeline": [],
+        "agent_licenses": [],
+        "normalized_errors": [],
+        "protocol_list": [],
+        "tag_groups": [],
+        "customer_logos": [],
+        "device_type_templates": [],
+        "device_monitor": [],
+        "global_events": [],
+        "units": [],
+        "rules": [],
+        "bookmarks": [],
+        "tag_category": [],
+        "user_project": [],
+        "rule_definition": [],
+        "database_config": [],
+        "ilens_device_audit": [],
+        "ext_access_tokens": [
+            {
+                "database": "ilens_configuration",
+                "collection": "ext_access_tokens",
+                "name": "expires_in_1",
+                "key": "[('expires_in', 1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": 0,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            }
+        ],
+        "report_templates": [],
+        "live_tags": [],
+        "ai_rules": [],
+        "category_apps": [],
+        "tags": [
+            {
+                "database": "ilens_configuration",
+                "collection": "tags",
+                "name": "tag_id_1",
+                "key": "[('tag_id', 1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            },
+            {
+                "database": "ilens_configuration",
+                "collection": "tags",
+                "name": "id_1",
+                "key": "[('id', 1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            }
+        ],
+        "alarm_note": [],
+        "plugin_state": [],
+        "ilens_devices": [],
+        "static_content": [],
+        "system_errors": [],
+        "email_gateway": [],
+        "jobs": [],
+        "user_role": [],
+        "access_group": [],
+        "shifts": [],
+        "downtime_rules": [],
+        "pipeline_category": [],
+        "scheduled_jobs": [
+            {
+                "database": "ilens_configuration",
+                "collection": "scheduled_jobs",
+                "name": "next_run_time_1",
+                "key": "[('next_run_time', 1)]",
+                "unique": false,
+                "sparse": true,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            }
+        ],
+        "events_collection": [],
+        "multiplication_factor": [],
+        "printers": [],
+        "flow_model_static_content": [],
+        "pipeline_info": [],
+        "job_list": [],
+        "customer_projects": [],
+        "license_templates": [],
+        "header": [],
+        "static": [],
+        "protocol_list_backup": [],
+        "thresholds": [],
+        "mapped_errors": [],
+        "vision_camera_config": [],
+        "project_preference": [],
+        "accessible_hierarchy": [
+            {
+                "database": "ilens_configuration",
+                "collection": "accessible_hierarchy",
+                "name": "project_id_1_user_id_1",
+                "key": "[('project_id', 1), ('user_id', 1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            }
+        ],
+        "default_pipelines": [],
+        "custom_node": [],
+        "reports": [],
+        "downtime_reasons": [],
+        "rule_engine": [],
+        "event_plan": [],
+        "site_conf": [],
+        "process_conf": [],
+        "lookup_table": [],
+        "rule_targets": [],
+        "user_preference": [],
+        "unique_id": [],
+        "user_recent": [],
+        "customer_apps": [],
+        "sms_gateway": [],
+        "device_model": [],
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+                "name": "parent_id_1",
+                "key": "[('parent_id', 1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            },
+            {
+                "database": "project_101__ilens_configuration",
+                "collection": "hierarchy_details",
+                "name": "type_1",
+                "key": "[('type', 1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            },
+            {
+                "database": "project_101__ilens_configuration",
+                "collection": "hierarchy_details",
+                "name": "project_id_1",
+                "key": "[('project_id', 1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            }
+        ],
+        "associate_pp_device": [],
+        "download_job_list": [],
+        "device_model": [],
+        "data_upload": [],
+        "device_monitor": [],
+        "job_list": [],
+        "events_collection": [
+            {
+                "database": "project_101__ilens_configuration",
+                "collection": "events_collection",
+                "name": "ilens_device_id_-1_event_id_-1",
+                "key": "[('ilens_device_id', -1), ('event_id', -1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            }
+        ],
+        "batch_jobs": [],
+        "alarm_note": [],
+        "physical_device_group": [
+            {
+                "database": "project_101__ilens_configuration",
+                "collection": "physical_device_group",
+                "name": "physical_device_group_id_1",
+                "key": "[('physical_device_group_id', 1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            }
+        ],
+        "ilens_events": [],
+        "temp_parameters": [],
+        "notification_ack_details": [],
+        "materials": [],
+        "site_conf": [],
+        "redundant_device_mapping": [],
+        "channel_pipeline": [],
+        "lookup_table": [
+            {
+                "database": "project_101__ilens_configuration",
+                "collection": "lookup_table",
+                "name": "lookup_name_1",
+                "key": "[('lookup_name', 1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            },
+            {
+                "database": "project_101__ilens_configuration",
+                "collection": "lookup_table",
+                "name": "project_id_1",
+                "key": "[('project_id', 1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            }
+        ],
+        "platform_notifications": [],
+        "temp_data_mapping": [],
+        "custom_node": [],
+        "shifts": []
+    },
+    "project_101__ilens_data_explorer": {
+        "worksheet": [],
+        "workspaces": []
+    },
+    "project_101__ilens_hmi": {
+        "sld_new": []
+    },
+    "project_101__ilens_widget": {
+        "dashboard": [
+            {
+                "database": "project_101__ilens_widget",
+                "collection": "dashboard",
+                "name": "dashboard_id_1",
+                "key": "[('dashboard_id', 1)]",
+                "unique": true,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            },
+            {
+                "database": "project_101__ilens_widget",
+                "collection": "dashboard",
+                "name": "category_1",
+                "key": "[('category', 1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            }
+        ],
+        "category": [],
+        "spc_dashboard": [],
+        "template_widget": [],
+        "widget_comments": [],
+        "chart_report_templates": [],
+        "template_dashboard": [],
+        "widget": [],
+        "ilens_annotations": [
+            {
+                "database": "project_101__ilens_widget",
+                "collection": "ilens_annotations",
+                "name": "hierarchy_1_ts_1",
+                "key": "[('hierarchy', 1), ('ts', 1)]",
+                "unique": false,
+                "sparse": false,
+                "expireAfterSeconds": null,
+                "partialFilterExpression": "None",
+                "collation": "None"
+            }
+        ],
+        "widget_plugin": []
+    },
+    "project_166__ilens_configuration": {
+        "rule_targets": [],
+        "constants": [],
+        "device_model": [],
+        "database_config": [],
+        "calibration_meta_collection": [],
+        "lookup_table": []
+    },
+    "supportlens_configuration": {
+        "subcategory_configuration": [],
+        "unique_id": [],
+        "ticket_configuration": [],
+        "resolver_configuration": [],
+        "category_configuration": []
+    }
+}
\ No newline at end of file

requirements.txt

 annotated-types==0.7.0

scripts/config/app_configurations.py

+"""
+Author: Owaiz Mustafa Khan
+Email: owaiz.mustafakhan@rockwellautomation.com
+
+This file exposes configurations from config file and environments as Class Objects
+"""
+
+# if __name__ == "__main__":
+from dotenv import load_dotenv
+
+load_dotenv()
+import os.path
+import sys
+from configparser import BasicInterpolation, ConfigParser
+
+
+class EnvInterpolation(BasicInterpolation):
+    """
+    Interpolation which expands environment variables in values.
+    """
+
+    def before_get(self, parser, section, option, value, defaults):
+        value = super().before_get(parser, section, option, value, defaults)
+
+        if not os.path.expandvars(value).startswith("$"):
+            return os.path.expandvars(value)
+        else:
+            return
+
+
+try:
+    config = ConfigParser(interpolation=EnvInterpolation())
+    config.read("conf/application.conf")
+except Exception as e:
+    print(f"Error while loading the config: {e}")
+    print("Failed to Load Configuration. Exiting!!!")
+    sys.stdout.flush()
+    sys.exit()
+
+
+class DBConf:
+    POSTGRES_URI = f'{config.get("POSTGRES_DB", "POSTGRES_URI")}/project_216__ilens_alarms'
+    if not POSTGRES_URI:
+        print("Error, environment variable POSTGRES_URI not set")
+        sys.exit(1)
+    MONGO_URI = config.get("MONGO_DB", "MONGO_URI")
+    if not MONGO_URI:
+        print("Error, environment variable MONGO_URI not set")
+        sys.exit(1)
\ No newline at end of file

scripts/constants/db/__init__.py

+"""
+Author: Owaiz Mustafa Khan
+Email: owaiz.mustafakhan@rockwellautomation.com
+"""
+
+
+class MongoConstants:
+    # Databases
+    db_default_info = 'ilens_default_info'
+
+    # Collections
+    collection_postgres_default_schema_info = 'postgres_default_schema_info'

scripts/db/db_models/__init__.py

+import datetime
+from typing import Optional
+
+from sqlalchemy import ForeignKey
+from sqlalchemy.orm import Mapped, mapped_column
+
+from scripts.db.psql.databases import Base
+
+
+class AlarmEventHistorySchema(Base):
+    __tablename__ = "alarm_event_history"
+    alarm_event_id: Mapped[str] = mapped_column(primary_key=True)
+    alarm_id: Mapped[str] = mapped_column(ForeignKey(alarmdefinition_id))
+    trigger_time: Mapped[datetime.datetime] = mapped_column()
+    trigger_condition: Mapped[str]
+    project_id: Mapped[str]
+    alarm_status: Mapped[Optional[str]] = mapped_column(default="")
+    alarm_state: Mapped[Optional[str]] = mapped_column(default="")
+    ack_status: Mapped[Optional[bool]] = mapped_column(default=False)
+    end_time: Mapped[Optional[datetime.datetime]] = mapped_column(default=None)
+    duration: Mapped[Optional[int]] = mapped_column(default=0)
+    alarm_template: Mapped[Optional[str]] = mapped_column(default="")
\ No newline at end of file

scripts/db/psql/databases.py

+"""
+Author: Owaiz Mustafa Khan
+Email: owaiz.mustafakhan@rockwellautomation.com
+"""
+
+
+from sqlalchemy import create_engine
+from sqlalchemy.ext.declarative import declarative_base
+from sqlalchemy.orm import sessionmaker
+
+from scripts.config.app_configurations import DBConf
+
+engine = create_engine(DBConf.POSTGRES_URI)
+
+SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine)
+
+Base = declarative_base()
+
+
+# Dependency
+def get_db():
+    db = SessionLocal()
+    try:
+        yield db
+    finally:
+        db.close()

scripts/schemas/mongo_schema.py

+"""
+Author: Owaiz Mustafa Khan
+Email: owaiz.mustafakhan@rockwellautomation.com
+"""
+
+
+from typing import Optional
+
+from pydantic import BaseModel, Field
+
+
+class UpdateIndexFromDB(BaseModel):
+    collection_name: str = Field(
+        default='index_info',
+        title='Collection Name',
+        description='The name of collection in which index metadata is present',
+        alias='collection_name'
+    )
+    db_name: str = Field(
+        default='ilens_default_info',
+        title='Database Name',
+        description='The name of database in which the collection is present',
+        alias='db_name'
+    )
+
+class DeleteIndex(BaseModel):
+    name: str = Field(
+        default=None,
+        title='Index Name',
+        description='The name of index is to be removed',
+        alias='name'
+    )
+    collection_name: str = Field(
+        default=None,
+        title='Collection Name',
+        description='The name of collection from which index is to be removed',
+        alias='collection_name'
+    )
+    metadata_collection_name: str = Field(
+        default='index_info',
+        title='Metadata Collection Name',
+        description='The name of collection which contains the index metadata',
+        alias='metadata_collection_name'
+    )
+    db_name: str = Field(
+        default=None,
+        title='Database Name',
+        description='The name of database in which the collection is present',
+        alias='db_name'
+    )
+    metadata_db_name: str = Field(
+        default='ilens_default_info',
+        title='Metadata Database Name',
+        description='The name of database in which metadata collection if present',
+        alias='metadata_db_name'
+    )

scripts/schemas/postgres_schema.py

+"""
+Author: Owaiz Mustafa Khan
+Email: owaiz.mustafakhan@rockwellautomation.com
+"""
+
+
+
+from typing import Optional
+
+from pydantic import BaseModel
+
+
+class PostgresColumnConstraint(BaseModel):
+    name: Optional[str] = None
+
+class PostgresTableColumn(BaseModel):
+    name: str
+    data_type: str
+    constraints: list[PostgresColumnConstraint]
+
+class PostgresTableConstraint(BaseModel):
+    type: str
+    columns: list[str]
+
+class PostgresTableIndex(BaseModel):
+    name: str
+    columns: list[str]
+    unique: bool
+    type: str
+
+class PostgresTableBase(BaseModel):
+    table_name: str
+    indexes: list[PostgresTableIndex]
+
+class PostgresTable(PostgresTableBase):
+    columns: list[PostgresTableColumn]
+    constraints: list[PostgresTableConstraint]
+    priority: int
+
+class PostgresTableSchemaBase(BaseModel):
+    schema_name: str
+
+class PostgresTableSchemas(PostgresTableSchemaBase):
+    tables: list[PostgresTable]
+
+class PostgresDefaultSchemaBase(BaseModel):
+    database_name: str
+
+class IndexBase(BaseModel):
+    database_name: str
+    schema_name: str
+    table_name: str
+    index: PostgresTableIndex
+
+
+# Request
+
+class PostgresDefaultSchema(PostgresDefaultSchemaBase):
+    schemas: list[PostgresTableSchemas]
+
+class AddIndex(IndexBase):
+    pass
+
+class UpdateIndex(IndexBase):
+    pass
+
+class DeleteIndex(BaseModel):
+    name: str
+
+
+# Responses
+
+class GetTablesInfoResponse(BaseModel):
+    data: list[PostgresDefaultSchema]
+
+class AddIndexResponse(IndexBase):
+    message: str = 'Successfully Added New Index'
+
+class UpdateIndexResponse(IndexBase):
+    message: str = 'Successfully Updated Index'
+
+class DeleteIndexResponse(IndexBase):
+    message: str = 'Successfully Deleted Index'
+
+class UpdateIndexResponses(BaseModel):
+    data: list[UpdateIndexResponse]
\ No newline at end of file

scripts/schemas/util_schema.py

+"""
+Author: Owaiz Mustafa Khan
+Email: owaiz.mustafakhan@rockwellautomation.com
+"""
+
+
+from pydantic import BaseModel
+
+
+class DetectOS(BaseModel):
+    os_name:str
+    os_version:str
+    os_release:str
+    message: str
\ No newline at end of file

scripts/utils/common/__init__.py

+"""
+Author: Owaiz Mustafa Khan
+Email: owaiz.mustafakhan@rockwellautomation.com
+"""
+
+
+import platform
+
+from fastapi import status, HTTPException
+from psycopg2 import NotSupportedError
+
+from scripts.constants.db import MongoConstants
+from scripts.schemas.postgres_schema import GetTablesInfoResponse, AddIndex, \
+    UpdateIndexResponse, UpdateIndex, DeleteIndex, DeleteIndexResponse, AddIndexResponse
+from scripts.schemas.util_schema import DetectOS
+from scripts.utils.common.db.mongo import find_all, get_collection, find_index, delete_index, add_index, update_index
+from scripts.utils.common.db.postgres import create_index_from_data, recreate_index, drop_index_from_data
+
+
+class CommonUtils:
+    @staticmethod
+    def detect_os() -> DetectOS:
+        """
+        Helper Function To Detect OS
+        :return: **DetectOS**
+        """
+        result = DetectOS(
+            os_name = platform.system(),
+            os_version=platform.version(),
+            os_release= platform.release(),
+            message="Unknown or unsupported OS."
+        )
+
+        print(f"Operating System: {result.os_name}")
+        print(f"OS Release: {result.os_release}")
+        print(f"OS Version: {result.os_version}")
+
+        if result.os_name == "Windows":
+            result.message = "This is a Windows system."
+        elif result.os_name == "Linux":
+            result.message = "This is a Linux system."
+        elif result.os_name == "Darwin":
+            result.message = "This is macOS."
+        print(result.message)
+        return result
+
+    if __name__ == "__main__":
+        print(detect_os())
+
+    def get_tables_info(self):
+        """
+        This function is used to get all the records from the collection 'postgres_default_schema_info'
+        :return: **GetTablesInfoResponse**: all the records of the collection or False if any error occurs
+        """
+        try:
+            collection = get_collection(
+                MongoConstants.collection_postgres_default_schema_info,
+                MongoConstants.db_default_info
+            )
+            records = find_all(collection)
+
+            records = {'data': records}
+
+            return GetTablesInfoResponse(**records)
+        except Exception as e:
+            print(f'Exception occurred: {e}')
+            return False
+
+    def update_index_from_db(self) -> dict:
+        """
+        This function applies all the indexes to the postgres tables on the basis of data in Mongo
+        :return: dict response {'status': 'SUCCESS', 'message': 'All the indexes from the db are applied to postgres'}
+        """
+        try:
+            collection = get_collection(
+                MongoConstants.collection_postgres_default_schema_info,
+                MongoConstants.db_default_info
+            )
+            records = find_index(collection)
+
+            for record in records:
+                record = UpdateIndex(**dict(record))
+                create_index_from_data(record.model_dump())
+
+            return {
+                'status': 'SUCCESS',
+                'message': 'All the indexes from the db are applied to postgres'
+            }
+
+        except Exception as e:
+            print(f'Exception occurred: {e}')
+            raise HTTPException(
+                status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
+                detail=f'''There was some technical error at our end we'll resolve it quickly. Thank you for your patience.'''
+            )
+
+
+    def add_index(self, payload: AddIndex):
+        """
+        This is a dynamic functions that Adds Index if not present or Updates Index if present subsequently updating the metadata in Mongo
+
+        AddIndex:
+            database_name: Name of database you want the index to be added or updated on
+
+            schema_name: Name of schema you want the index to be added or updated on
+
+            table_name: Name of table you want the index to be added or updated on
+
+            index: Class: PostgresTableIndex
+                name: Name of the Index
+
+                columns: Array of columns you want to include in index
+
+                type: The Access Method of Index
+
+                unique: [true/false]
+
+        :param payload: Class: AddIndex(Information of AddIndex is Mentioned Above)
+        :return: **AddIndexResponse** or **UpdateIndexResponse** the newly added or updated index info record of Mongo
+        """
+        try:
+            collection = get_collection(
+                MongoConstants.collection_postgres_default_schema_info,
+                MongoConstants.db_default_info
+            )
+            exists = True
+            records = find_index(
+                collection,
+                index_name=payload.index.name,
+                table_name=payload.table_name,
+                schema_name=payload.schema_name,
+                database_name=payload.database_name
+            )
+            if not len(records):
+                exists = False
+                # Till here index of same name doesn't exist
+                # Now will check for columns
+                records = find_index(
+                    collection,
+                    database_name=payload.database_name,
+                    schema_name=payload.schema_name,
+                    table_name=payload.table_name
+                )
+                for record in records:
+                    record = UpdateIndex(**record)
+                    if (
+                            (payload.index.columns == record.index.columns)
+                            and
+                            (payload.index.type == record.index.type)
+                    ):
+                        records = [record.model_dump()]
+                        exists = True
+                        break
+
+            if exists:
+                for record in records:
+                    index_data = dict(record)
+                    record = UpdateIndexResponse(**index_data)
+                    index_data.update({'new_index': payload.index.model_dump()})
+                    recreate_index(index_data)
+                    if not update_index(collection, index_data):
+                        return HTTPException(
+                            status_code=status.HTTP_417_EXPECTATION_FAILED,
+                            detail="""Unable to update index metadata in database"""
+                        )
+                    return record
+
+            create_index_from_data(payload.model_dump())
+            if not add_index(collection, payload.model_dump()):
+                return HTTPException(
+                    status_code=status.HTTP_417_EXPECTATION_FAILED,
+                    detail="""Unable to add metadata to the database"""
+                )
+
+            return AddIndexResponse(**payload.model_dump())
+
+        except NotSupportedError as e:
+            if 'access method "hash" does not support multicolumn indexes' in str(e):
+                raise HTTPException(
+                    status_code=status.HTTP_406_NOT_ACCEPTABLE,
+                    detail="HASH Doesn't Support Multiple Columns"
+                )
+
+        except Exception as e:
+            print(f'Exception occurred: {e}')
+            raise HTTPException(
+                status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
+                detail=f'''There was some technical error at our end we'll resolve it quickly. Thank you for your patience.'''
+            )
+
+
+    def delete_index(self, payload: DeleteIndex) -> None | HTTPException | DeleteIndexResponse:
+        """
+        This functions Deletes the index if it exists subsequently deleting the metadata in Mongo
+
+        DeleteIndex:
+            name: Name of the Index to delete
+
+        :param payload: Class: DeleteIndex(Information of DeleteIndex is Mentioned Above)
+        :return: **DeleteIndexResponse** the deleted index info record of Mongo or **HTTPException**
+        """
+        try:
+            collection = get_collection(
+                MongoConstants.collection_postgres_default_schema_info,
+                MongoConstants.db_default_info
+            )
+            records = find_index(
+                collection,
+                index_name=payload.name
+            )
+
+            if not len(records):
+                return HTTPException(
+                    status_code=status.HTTP_404_NOT_FOUND,
+                    detail=f'Failed To Delete.... No Index Like "{payload.name}" Exists'
+                )
+
+            for record in records:
+                index_data = dict(record)
+                record = DeleteIndexResponse(**record)
+                drop_index_from_data(index_data)
+                if not delete_index(collection, index_data):
+                    return HTTPException(
+                        status_code=status.HTTP_501_NOT_IMPLEMENTED,
+                        detail="""Unable to delete metadata for db"""
+                    )
+                return record
+
+        except Exception as e:
+            print(f'Exception occurred: {e}')
+            raise HTTPException(
+                status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
+                detail=f'''There was some technical error at our end we'll resolve it quickly. Thank you for your patience.'''
+            )

scripts/utils/common/db/mongo/__init__.py

+"""
+Author: Owaiz Mustafa Khan
+Email: owaiz.mustafakhan@rockwellautomation.com
+"""
+
+
+
+from pymongo import MongoClient
+from pymongo.synchronous.collection import Collection
+from pymongo.synchronous.database import Database
+
+from scripts.config.app_configurations import DBConf
+
+# Retrieval
+
+mongo_client = MongoClient(DBConf.MONGO_URI)
+
+def _get_database(name: str) -> Database:
+    """
+    This function is used to get a specific Database from the MongoDB
+    :param name: Name of the database in which this collection is present
+    :return: database object of Database class
+    """
+    database = mongo_client.get_database(name)
+    return database
+
+
+def get_collection(collection_name: str, db_name: str) -> Collection:
+    """
+    This function is used to get a specific collection from the MongoDB
+    :param collection_name: The name of collection you want to access
+    :param db_name: Name of the database in which this collection is present
+    :return: collection object of Collection class
+    """
+    collection = _get_database(db_name).get_collection(collection_name)
+    return collection
+
+def execute_aggregate(collection: Collection, query: list):
+    data = collection.aggregate(query)
+    data = list(data) if data else []
+    return data
+
+
+# Operations
+def find_all(collection: Collection):
+    """
+        This function is used to get all the records present in a collection
+        :param collection:  Object of the collection you want to access
+        :return: A list of all records present in the collection or [] if there are no records in collections
+        """
+    data = collection.aggregate([{'$project': {'_id': 0}}])
+    find_result = list(data) if data else []
+    return find_result
+
+def find_index(collection: Collection,
+               include_database_name: bool = True,
+               include_schema_name: bool = True,
+               include_table_name: bool = True,
+               full_projection: bool = False,
+               index_name: str = None,
+               table_name: str = None,
+               schema_name: str = None,
+               database_name: str = None):
+    """
+        This function is used to get all the records present in a collection
+        :param database_name: Name of the database in which you want to find the index
+        :param schema_name: Name of the schema in which you want to find the index
+        :param table_name: Name of the table in which you want to find the index
+        :param full_projection: True if you want the whole record else False [default: False]
+        :param index_name: Name of the index you want to find
+        :param include_table_name: True if you want to include table name in result else False [default: True]
+        :param include_schema_name: True if you want to include schema name in result else False [default: True]
+        :param include_database_name: True if you want to include databse name in result else False [default: True]
+        :param collection:  Object of the collection you want to access
+        :return: A list of all records present in the collection or [] if there are no records in collections
+        """
+
+    query = list()
+    projection = {'_id': 0}
+
+    if include_database_name:
+        projection.update({'database_name': 1})
+
+    if include_schema_name:
+        projection.update({"schema_name": "$schemas.schema_name"})
+
+    if include_table_name:
+        projection.update({"table_name": "$schemas.tables.table_name"})
+
+    query.append({"$unwind": "$schemas"})
+    query.append({"$unwind": "$schemas.tables"})
+    query.append({"$unwind": "$schemas.tables.indexes"})
+    projection.update({"index": "$schemas.tables.indexes"})
+
+    match = dict()
+
+    if database_name:
+        match.update({"database_name": database_name})
+
+    if schema_name:
+        match.update({"schemas.schema_name": schema_name})
+
+    if table_name:
+        match.update({"schemas.tables.table_name": table_name})
+
+    if index_name:
+        match.update({"schemas.tables.indexes.name": index_name})
+
+    if database_name or schema_name or table_name or index_name:
+        query.append({'$match': match})
+
+    if full_projection:
+        query.append({'$project': {'_id': 0}})
+    else:
+        query.append({'$project': projection})
+
+    result = execute_aggregate(collection, query)
+    return result
+
+def add_index(collection: Collection, data: dict):
+    query = {
+        "database_name": data.get('database_name'),
+        "schemas.schema_name": data.get('schema_name', 'public'),
+        "schemas.tables.table_name": data.get('table_name')
+    }
+
+    update = {
+        "$push": {
+            "schemas.$[s].tables.$[t].indexes": {
+                "name": data.get('index').get('name'),
+                "columns": data.get('index').get('columns'),
+                "unique": data.get('index').get('unique'),
+                "type": data.get('index').get('type')
+            }
+        }
+    }
+
+    array_filters = [
+        {"s.schema_name": data.get('schema_name', 'public')},
+        {"t.table_name": data.get('table_name')}
+    ]
+
+    # Perform the update
+    result = collection.update_one(query, update, array_filters=array_filters)
+    if result.modified_count > 0:
+        return True
+    else:
+        return False
+
+def update_index(collection: Collection, data: dict):
+    query = {
+        "database_name": data.get('database_name'),
+        "schemas.schema_name": data.get('schema_name', 'public'),
+        "schemas.tables.table_name": data.get('table_name'),
+        "schemas.tables.indexes.name": data.get('index').get('name')
+    }
+
+    update = {
+        "$set": {
+            "schemas.$[s].tables.$[t].indexes.$[i].name": data.get('new_index').get('name'),
+            "schemas.$[s].tables.$[t].indexes.$[i].columns": data.get('new_index').get('columns'),
+            # New columns for the index
+            "schemas.$[s].tables.$[t].indexes.$[i].unique": data.get('new_index').get('unique'),  # Update uniqueness of the index
+            "schemas.$[s].tables.$[t].indexes.$[i].type": data.get('new_index').get('type')  # Update index type
+        }
+    }
+
+    array_filters = [
+        {"s.schema_name": data.get('schema_name', 'public')},
+        {"t.table_name": data.get('table_name')},
+        {"i.name": data.get('index').get('name')}
+    ]
+
+    # Perform the update
+    result = collection.update_one(query, update, array_filters=array_filters)
+
+    # Print the result
+    if result.modified_count > 0:
+        print("Index Updated successfully.")
+        return True
+    else:
+        print("No matching index found or index was not updated.")
+        return False
+
+def delete_index(collection: Collection, data: dict):
+    filter_criteria = {
+        "database_name": data.get('database_name'),
+        "schemas.schema_name": data.get('schema_name', 'public'),
+        "schemas.tables.table_name": data.get('table_name'),
+        "schemas.tables.indexes.name": data.get('index').get('name')
+    }
+
+    update_criteria = {
+        "$pull": {
+            "schemas.$[s].tables.$[t].indexes": {
+                "name": data.get('index').get('name')
+            }
+        }
+    }
+
+    array_filters = [
+        {"s.schema_name": data.get('schema_name', 'public')},
+        {"t.table_name": data.get('table_name')}
+    ]
+
+    # Perform the update operation
+    result = collection.update_one(
+        filter_criteria,
+        update_criteria,
+        array_filters=array_filters
+    )
+
+    # Output the result
+    if result.modified_count > 0:
+        print("Index deleted successfully.")
+        return True
+    else:
+        print("No matching index found or index was not deleted.")
+        return False

scripts/utils/common/db/postgres/__init__.py

+"""
+Author: Owaiz Mustafa Khan
+Email: owaiz.mustafakhan@rockwellautomation.com
+"""
+
+
+import logging
+
+from sqlalchemy import text
+
+from sqlalchemy.engine import reflection
+from sqlalchemy.orm import Session
+
+from scripts.db.psql.databases import engine
+
+
+def _table_has_column(table, column):
+    insp = reflection.Inspector.from_engine(engine)
+    has_column = False
+    for col in insp.get_columns(table):
+        if column != col["name"]:
+            continue
+        has_column = True
+    return has_column
+
+
+def _table_has_index(table, index):
+    insp = reflection.Inspector.from_engine(engine)
+    has_index = False
+    for ind in insp.get_indexes(table):
+        if index != ind["name"]:
+            continue
+        has_index = True
+    return has_index
+
+
+def create_index_from_data(index_data: dict):
+    index = index_data["index"]
+    if index_data.__contains__('new_index'):
+        index = index_data['new_index']
+    index_name = index["name"]
+    columns = index["columns"]
+    using = index.get("type", "btree").upper()
+    unique = index.get("unique", False)
+    schema = index_data.get("schema_name", "public")
+    table_name = index_data["table_name"]
+
+    column_str = ", ".join(f'"{col}"' for col in columns)
+    unique_str = "UNIQUE " if unique else ""
+
+    create_sql = (
+        f'CREATE {unique_str}INDEX IF NOT EXISTS "{index_name}" '
+        f'ON "{schema}"."{table_name}" USING {using} ({column_str});'
+    )
+
+    with engine.begin() as conn:
+        conn.execute(text(create_sql))
+        print(f"Created index: {index_name} on {schema}.{table_name}")
+
+def drop_index_from_data(index_data: dict):
+    index_name = index_data["index"]["name"]
+    schema = index_data.get("schema_name", "public")  # fallback to 'public'
+
+    drop_sql = f'DROP INDEX IF EXISTS "{schema}"."{index_name}";'
+
+    with engine.begin() as conn:
+        conn.execute(text(drop_sql))
+        print(f"Dropped index: {schema}.{index_name}")
+
+
+def recreate_index(index_data: dict):
+    drop_index_from_data(index_data)
+    create_index_from_data(index_data)
+    print(f"Updated index: {index_data['new_index']['name']} on {index_data.get('schema_name', 'public')}.{index_data.get('table_name')}")

test.py

+"""
+Author: Owaiz Mustafa Khan
+Email: owaiz.mustafakhan@rockwellautomation.com
+"""
+
+
+
+import pymongo
+from pymongo.errors import OperationFailure
+
+from scripts.schemas.mongo_schema import DeleteIndex, UpdateIndexFromDB
+from scripts.utils.common import get_collection
+
+
+def get_data(data: str):
+    if data == 'ASC':
+        return pymongo.ASCENDING
+    elif data == 'DESC':
+        return pymongo.DESCENDING
+    elif data == 'GEO2D':
+        return pymongo.GEO2D
+    elif data == 'GEOSPHERE':
+        return pymongo.GEOSPHERE
+    elif data == 'HASHED':
+        return pymongo.HASHED
+    elif data == 'TEXT':
+        return pymongo.TEXT
+
+def get_collection_info(index: dict):
+    collection_name = index.get('collection', index.get('collection_name'))
+    db_name = index.get('db', index.get('db_name'))
+    return collection_name, db_name
+
+def get_index_info(index: dict) -> list[dict]:
+    collection_name, db_name = get_collection_info(index)
+    collection = get_collection(collection_name, db_name)
+
+    # Get all index from mongo
+    all_index = collection.list_indexes()
+
+    # Format to readable data
+    index_infos = [
+        {"name": idx["name"], "fields": list(idx["key"].keys())}
+        for idx in all_index
+    ]
+
+    return index_infos
+
+def index_exists(index: dict, by_name: bool = False) -> bool:
+    index_infos = get_index_info(index)
+
+    if by_name:
+        for i in index_infos:
+            if index.get('name') == i.get('name'):
+                return True
+        return False
+
+    # Compare if index already exists
+    for index_info in index_infos:
+        if index.get('fields') == index_info.get('fields'):
+            return True
+    return False
+
+def make_keys(indexes: list[dict]) -> list[tuple] | str:
+    result = list()
+    keys = indexes[0].get('keys')
+    if indexes[0].get('type') == 'simple':
+        return keys
+    for key in keys:
+        result.append((
+            key[0],
+            get_data(key[1])
+        ))
+    return result
+
+def add_new_index(index_info):
+    try:
+        collection_name, db_name = get_collection_info(index_info)
+        indexes = index_info.get('indexes')
+        additional_properties = indexes[0].get('additional_properties')
+        fields = make_keys(indexes)
+        collection = get_collection(collection_name, db_name)
+
+        if not additional_properties:
+            collection.create_index(keys=fields)
+            return
+
+        collection.create_index(
+            keys = fields,
+            unique=additional_properties.get('unique', False),
+            sparse=additional_properties.get('sparse', False),
+            hidden=additional_properties.get('hidden', False),
+            background=additional_properties.get('background', False)
+        )
+    except OperationFailure as of:
+        if 'Index with name: email_1 already exists with different options' in str(of):
+            print('Cannot add index as it already exists')
+        return
+
+    except Exception as e:
+        print(e)
+        return
+
+def update_all_index_from_db(payload: UpdateIndexFromDB):
+    try:
+        collection = get_collection(payload.collection_name, payload.db_name)
+
+        # Get all index metadata stored in Mongo
+        index_infos = list(collection.find({}, {'_id': 0}))
+
+        # Checks that data is present
+        if not len(index_infos):
+            return {
+                'status': 'COMPLETED',
+                'message': 'No index metadata found to create indexes.'
+            }
+
+        # Iterate through data and add new index
+        for index_info in index_infos:
+            if index_exists(index_info): # Checking if the index already exists
+                continue
+            add_new_index(index_info)    # Adding new index
+    except Exception as e:
+        print(f'Exception occurred during update: {e}')
+        exit(0)
+
+def delete_index(payload: DeleteIndex):
+    try:
+        i_collection = get_collection(payload.collection_name, payload.db_name)
+
+        if not index_exists(payload.model_dump(), by_name=True):
+            return
+
+        collection = get_collection(payload.metadata_collection_name, payload.metadata_db_name)
+
+        index_infos = get_index_info(payload.model_dump())
+
+        # Deleting metadata from mongo
+        docs = collection.find({"db": payload.db_name, "collection": payload.collection_name})
+
+        for doc in docs:
+            indexes = doc.get("indexes", [])
+            new_indexes = []
+
+            for index in indexes:
+                index_type = index.get("type")
+                keys = index.get("keys")
+
+                if isinstance(keys, list):
+                    _ = list()
+                    for key in keys:
+                        _.append(key[0])
+
+                    keys = _
+
+                for index_info in index_infos:
+                    if ([keys] if index_type == 'simple' else keys) == index_info.get('fields'):
+                        print(f"Deleting entire document: {doc['_id']}")
+                        collection.delete_one({"_id": doc["_id"]})
+                        break
+                else:
+                    new_indexes.append(index)
+
+            else:
+                # If loop wasn't broken (i.e., not deleted), update or delete based on new index array
+                if not new_indexes:
+                    collection.delete_one({"_id": doc["_id"]})
+                else:
+                    collection.update_one(
+                        {"_id": doc["_id"]},
+                        {"$set": {"indexes": new_indexes}}
+                    )
+        i_collection.drop_index(payload.name)
+
+    except Exception as e:
+        print(f'Some exception occurred while deleting the index: {e}')
+        exit(0)
+
+
+delete_index(DeleteIndex(
+    name='lookup_name_-1_lookup_id_-1',
+    collection_name='lookup_table',
+    metadata_collection_name='test_collection',
+    db_name='ilens_configuration',
+    metadata_db_name='__test'
+))
+
+# delete_index(DeleteIndex(
+#     name='id_1',
+#     collection_name='design_tag_data',
+#     metadata_collection_name='test_collection',
+#     db_name='ilens_configuration',
+#     metadata_db_name='__test'
+# ))
+
+
+# update_all_index_from_db(UpdateIndexFromDB())
\ No newline at end of file