Merge branch 'developer_ca' into 'developer'

Developer ca

See merge request !14

dags/components/Cleaning.py

@@ -18,17 +18,20 @@ import logging
 logger = logging.getLogger()
 
 
-def validate_clean(control_params: Dict[str, Any], provider: str, timezone: str, engine, **kwargs) -> None:
+def validate_clean(control_params: Dict[str, Any], provider: str, timezone: str, intern_conn, **kwargs) -> None:
+    engine = intern_conn.engine
     delete_task_instances()
     ti = kwargs["ti"]
-    #created_Tables = ti.xcom_pull(task_ids="VALIDATE_GENERATOR", key="CREATED_TABLES")
     procedures = ti.xcom_pull(task_ids="MASTER_TRANSFORMATION", key="PROC_CREATED")
     if procedures:
         for procedure in procedures:
-            logger.info(f"Borrando procedures {procedure}")
-            delete = delete_procedure(procedure, engine)
-            if delete:
-                logger.info(f"Borrado correctamente el procedure {procedure}")
+            with engine.connect() as conn:
+                result_p = bool(intern_conn.check_procedure(procedure, conn))
+                if result_p:
+                    logger.info(f"Borrando procedures {procedure}")
+                    delete = delete_procedure(procedure, intern_conn)
+                    if delete:
+                        logger.info(f"Borrado correctamente el procedure {procedure}")
     success_tasks = ti.xcom_pull(task_ids="GENERATORS", key="SUCCESS_TASKS")
     failed_tasks = ti.xcom_pull(task_ids="GENERATORS", key="FAILED_TASKS")
     conf = ti.xcom_pull(task_ids="VALIDATE_GENERATOR", key="CONTROL-CONFIG")
@@ -38,7 +41,6 @@ def validate_clean(control_params: Dict[str, Any], provider: str, timezone: str,
     if not prefix.endswith("/"):
         prefix += "/"
     key = prefix + control_params["filename"]
-    #conf = json.dumps(conf, indent=2, default=str)
     final_dict = {}
     status = ProcessStatusEnum.SUCCESS.value
     if not isinstance(success_tasks, type(None)) and len(success_tasks) > 0:
@@ -59,13 +61,13 @@ def validate_clean(control_params: Dict[str, Any], provider: str, timezone: str,
 
 
 def clean(command: str, intern_conn):
-    engine = intern_conn.engine
-    #tablename = select_multiple(command)["tablename"]
     tablename = command
-    logger.info(f"Borrando tabla {tablename}")
-    delete = delete_table(tablename, engine)
-    if delete:
+    delete_p = delete_procedure(tablename, intern_conn)
+    delete_t = delete_table(tablename, intern_conn)
+    if delete_t:
         logger.info(f"Borrado correctamente la tabla {tablename}")
+    elif delete_p:
+        logger.info(f"Borrado correctamente el procedure {tablename}")
     logger.info(f"Borrado todas las variables xcom")
 
 
@@ -110,7 +112,7 @@ def get_cleaning_task_group(db_intern_conn, control_s3: Dict[str, Any], provider
             validate_task = PythonOperator(
                 task_id="VALIDATE_CLEANER",
                 python_callable=validate_clean,
-                op_kwargs={'control_params': control_s3, 'provider': provider, 'timezone': timezone, 'engine':db_intern_conn.engine},
+                op_kwargs={'control_params': control_s3, 'provider': provider, 'timezone': timezone, 'intern_conn':db_intern_conn},
                 trigger_rule='none_skipped'
             )
             cleaners >> tasks >> validate_task

dags/components/DatabaseOperation/DatabaseLoad.py

@@ -7,29 +7,18 @@ import logging
 logger = logging.getLogger()
 
 
-def save_from_dataframe(df: pd.DataFrame, tablename: str, connection) -> bool:
+def save_from_dataframe(df: pd.DataFrame, tablename: str, connection, is_first: bool = False) -> bool:
     save = False
     try:
         chunksize = 2000
-        # db_type = connection.db_type
+        db_type = connection.db_type
         connection = connection.engine
-        # print(df["CREACION_PRODUCTO"].value_counts())
         with connection.connect() as conn:
-            # if db_type == DatabaseTypeEnum.ORACLE.value:
-            #     df.info()
-            #     aux = df.columns[df.dtypes == 'object'].tolist()
-            #     print(aux)
-            #     dtyp = {}
-            #     for col in aux:
-            #         print(col)
-            #         print(df[col].dtype)
-            #         df[col] = df[col].astype(str)
-            #         dtyp.update({col: VARCHAR(df[col].str.len().max())})
-            #     # dtyp = {c: VARCHAR(df[c].str.len().max()) for c in aux}
-            #     print(dtyp)
-            #     df.to_sql(tablename, conn, if_exists='append', dtype=dtyp, index=False, chunksize=chunksize)
-            # else:
-            df.to_sql(tablename, conn, if_exists='append', index=False, chunksize=chunksize)
+            if db_type == DatabaseTypeEnum.ORACLE.value:
+                dtypes = {c: VARCHAR(df[c].str.len().max()) for c in df.columns[df.dtypes == 'object'].tolist()}
+                df.to_sql(tablename, conn, if_exists='append', dtype=dtypes, index=False, chunksize=chunksize)
+            else:
+                df.to_sql(tablename, conn, if_exists='append', index=False, chunksize=chunksize)
             save = True
     except Exception as e:
         logger.error(f"Error guardando resultados desde dataframe. {e}")

dags/components/DatabaseOperation/DatabaseTransformation.py

 import logging
 import time
 from typing import List
+import re
+
+from enums.DatabaseTypeEnum import DatabaseTypeEnum
 
 logger = logging.getLogger()
 
@@ -15,36 +18,69 @@ def execute_transformations(commands: List[str], engine):
         logger.error(f"Error ejecutando comando de transformación. {e}")
 
 
-def delete_table(tablename: str, engine) -> bool:
+def delete_table(tablename: str, connection) -> bool:
+    engine = connection.engine
     delete = False
     try:
-        command = f'DROP TABLE IF EXISTS {tablename}'
-        start_time = time.time()
-        with engine.connect() as conn:
-            try:
-                _ = conn.execute(command)
-            except Exception as e:
-                logger.error(f"Tabla no encontrada. {e}")
-        delete = True
-        logger.debug(f"Duración de borrado: {time.time() - start_time}")
+        if connection.db_type == DatabaseTypeEnum.ORACLE.value:
+            command = f'DROP TABLE {tablename}'
+            start_time = time.time()
+            with engine.connect() as conn:
+                try:
+                    check_query = f"SELECT table_name FROM all_tables WHERE table_name = '{tablename.upper()}'"
+                    result = conn.execute(check_query)
+                    exists = bool(result.fetchone())
+                except Exception as e:
+                    logger.error(f"Tabla no encontrada. {e}")
+                if exists:
+                    _ = conn.execute(command)
+                    delete = True
+                    logger.debug(f"Duración de borrado: {time.time() - start_time}")
+        else:
+            command = f'DROP TABLE IF EXISTS {tablename}'
+            start_time = time.time()
+            with engine.connect() as conn:
+                try:
+                    _ = conn.execute(command)
+                    delete = True
+                    logger.debug(f"Duración de borrado: {time.time() - start_time}")
+                except Exception as e:
+                    logger.error(f"Tabla no encontrada. {e}")
     except Exception as e:
         logger.error(f"Error borrando tabla {tablename}. {e}")
     finally:
         return delete
 
 
-def delete_procedure(procedure: str, engine) -> bool:
+def delete_procedure(procedure: str, connection) -> bool:
+    engine = connection.engine
     delete = False
     try:
-        command = f"DROP PROCEDURE IF EXISTS {procedure}"
-        start_time = time.time()
-        with engine.connect() as conn:
-            try:
-                _ = conn.execute(command)
-            except Exception as e:
-                logger.error(f"Procedure no encontrado. {e}")
-        delete = True
-        logger.debug(f"Duración de borrado: {time.time() - start_time}")
+        if connection.db_type == DatabaseTypeEnum.ORACLE.value:
+            command = f"DROP PROCEDURE {procedure}"
+            start_time = time.time()
+            with engine.connect() as conn:
+                try:
+                    proc = re.match(r'([^(]+)', procedure).group(1)
+                    check_query = f"SELECT object_name FROM all_procedures WHERE object_name = '{proc.upper()}'"
+                    result = conn.execute(check_query)
+                    exists = bool(result.fetchone())
+                except Exception as e:
+                    logger.error(f"Procedure no encontrado. {e}")
+                if exists:
+                    _ = conn.execute(command)
+                    delete = True
+                    logger.debug(f"Duración de borrado: {time.time() - start_time}")
+        else:
+            command = f'DROP PROCEDURE IF EXISTS {procedure}'
+            start_time = time.time()
+            with engine.connect() as conn:
+                try:
+                    _ = conn.execute(command)
+                    delete = True
+                    logger.debug(f"Duración de borrado: {time.time() - start_time}")
+                except Exception as e:
+                    logger.error(f"Procedure no encontrada. {e}")
     except Exception as e:
         logger.error(f"Error borrando procedure {procedure}. {e}")
     finally:

dags/components/Databases/Mysql.py

@@ -121,7 +121,7 @@ class Mysql:
             result = connection.execute(check_query)
             exists = bool(result.fetchone())
         except Exception as e:
-            logger.error(f"Error obteniendo existencia de tabla. {e}")
+            logger.info(f"No se encuentra la tabla {table_name} en la BD interna")
         finally:
             return exists
 
@@ -130,9 +130,10 @@ class Mysql:
         try:
             check_query = f"SELECT COUNT(*) FROM {table_name}"
             result = connection.execute(check_query)
+            result = result.fetchone()[0]
             if result > 0:
                 exists = True
         except Exception as e:
-            logger.error(f"Error obteniendo counts de tabla. {e}")
+            logger.info(f"No se encuentra la tabla {table_name} en la BD interna")
         finally:
-            return exists
+            return exists
\ No newline at end of file

dags/components/Databases/Oracle.py

@@ -2,7 +2,7 @@ from typing import List, Tuple
 
 from sqlalchemy import create_engine
 import oracledb
-
+import re
 from enums.DatabaseDialectEnum import DatabaseDialectEnum
 from enums.DatabaseTypeEnum import DatabaseTypeEnum
 from components.Databases.Enums.OracleDataTypeEnum import OracleDataTypeEnum
@@ -91,7 +91,7 @@ class Oracle:
         response = ""
         try:
             command = command.replace(reserved_word, "").replace(";", "")
-            response = f"begin {command}; end;"
+            response = f"BEGIN {command}; END;"
             logger.debug("COMANDO ORACLE:", response)
         except Exception as e:
             logger.error(f"Error generando comando sql para procedure Oracle. Comando: {command}. {e}")
@@ -113,7 +113,8 @@ class Oracle:
     def check_procedure(self, procedure_name, connection) -> bool:
         exists = False
         try:
-            check_query = f"SELECT text FROM all_source WHERE name = '{procedure_name}'"
+            procedure_name = re.match(r'([^(]+)', procedure_name).group(1)
+            check_query = f"SELECT object_name FROM all_procedures WHERE object_name = '{procedure_name.upper()}'"
             result = connection.execute(check_query)
             exists = bool(result.fetchone())
         except Exception as e:
@@ -124,22 +125,23 @@ class Oracle:
     def check_table(self, table_name, connection) -> bool:
         exists = False
         try:
-            check_query = f"DESCRIBE {table_name}"
+            check_query = f"SELECT table_name FROM all_tables WHERE table_name = '{table_name.upper()}'"
             result = connection.execute(check_query)
             exists = bool(result.fetchone())
         except Exception as e:
-            logger.error(f"Error obteniendo existencia de tabla. {e}")
+            logger.info(f"No se encuentra la tabla {table_name} en la BD interna")
         finally:
             return exists
 
     def verify_table(self, table_name, connection) -> bool:
         exists = False
         try:
-            check_query = f"SELECT COUNT(*) FROM {table_name}"
+            check_query = f"SELECT COUNT(*) FROM {table_name.upper()}"
             result = connection.execute(check_query)
+            result = result.fetchone()[0]
             if result > 0:
                 exists = True
         except Exception as e:
-            logger.error(f"Error obteniendo counts de tabla. {e}")
+            logger.info(f"No se encuentra la tabla {table_name} en la BD interna.")
         finally:
-            return exists
+            return exists
\ No newline at end of file

dags/components/Databases/Postgres.py

@@ -122,7 +122,7 @@ class Postgres:
             result = connection.execute(check_query)
             exists = bool(result.fetchone())
         except Exception as e:
-            logger.error(f"Error obteniendo existencia de tabla. {e}")
+            logger.info(f"No se encuentra la tabla {table_name} en la BD interna")
         finally:
             return exists
 
@@ -131,9 +131,10 @@ class Postgres:
         try:
             check_query = f"SELECT COUNT(*) FROM {table_name}"
             result = connection.execute(check_query)
+            result = result.fetchone()[0]
             if result > 0:
                 exists = True
         except Exception as e:
-            logger.error(f"Error obteniendo counts de tabla. {e}")
+            logger.info(f"No se encuentra la tabla {table_name} en la BD interna")
         finally:
-            return exists
+            return exists
\ No newline at end of file

dags/components/Extractor.py

@@ -90,6 +90,8 @@ def on_success_extractor(context) -> None:
     ti = context["ti"]
     task_name = f"{ti.task_id}_{ti.map_index}"
     selects = Variable.get('SELECTS', default_var=[], deserialize_json=True)
+    if len(selects) == 0:
+        raise AirflowSkipException(f"No se encontraron operaciones de extraccion")
     command = selects[ti.map_index]
     tablename = select_multiple(command[1])["tablename"]
     status = ProcessStatusEnum.SUCCESS.value
@@ -142,11 +144,10 @@ def extract_from_source(command, source_conn, intern_conn, chunksize: int, timez
         result = bool(intern_conn.check_table(tablename, connection))
         resultado = intern_conn.verify_table(tablename, connection)
         if not result or not resultado:
+            _ = delete_table(tablename, intern_conn)
             create = intern_conn.create_table(model)
             if create:
                 logger.info(f"Creado correctamente la tabla {tablename}. Creado?: {create}")
-                #extract_tables.append(tablename)
-                #task.xcom_push(key="TABLES_CREATED", value=tablename)
             else:
                 raise AssertionError(f"Error creando tabla {tablename}")
             if is_procedure:
@@ -163,13 +164,13 @@ def extract_from_source(command, source_conn, intern_conn, chunksize: int, timez
                             data.append(row)
                             if len(data) == chunksize:
                                 dataframe = pd.DataFrame(data, columns=columns_name)
-                                save = save_from_dataframe(dataframe, tablename, intern_conn.engine)
+                                save = save_from_dataframe(dataframe, tablename, intern_conn)
                                 if save:
                                     logger.debug(f"Guardado correctamente dataframe. Procesando más bloques")
                                 data.clear()
                         if len(data) > 0:
                             dataframe = pd.DataFrame(data, columns=columns_name)
-                            save = save_from_dataframe(dataframe, tablename, intern_conn.engine)
+                            save = save_from_dataframe(dataframe, tablename, intern_conn)
                             if save:
                                 logger.debug(f"Migrado correctamente todos los datos")
                                 extract_tables.append(tablename)
@@ -183,13 +184,13 @@ def extract_from_source(command, source_conn, intern_conn, chunksize: int, timez
                         data.append(row)
                         if len(data) == chunksize:
                             dataframe = pd.DataFrame(data, columns=columns_name)
-                            save = save_from_dataframe(dataframe, tablename, intern_conn.engine)
+                            save = save_from_dataframe(dataframe, tablename, intern_conn)
                             if save:
                                 logger.debug(f"Guardado correctamente dataframe. Procesando más bloques")
                             data.clear()
                     if len(data) > 0:
                         dataframe = pd.DataFrame(data, columns=columns_name)
-                        save = save_from_dataframe(dataframe, tablename, intern_conn.engine)
+                        save = save_from_dataframe(dataframe, tablename, intern_conn)
                         if save:
                             logger.debug(f"Migrado correctamente todos los datos")
 
@@ -225,7 +226,7 @@ def extract_from_source(command, source_conn, intern_conn, chunksize: int, timez
         task.xcom_push(key="TABLES_CREATED", value=tablename)
         task.xcom_push(key="END_PROCESS_DATETIME_" + str(task.map_index), value=end_process_datetime)
     except Exception as e:
-        delete = delete_table(tablename, intern_conn.engine)
+        delete = delete_table(tablename, intern_conn)
         if delete:
             logger.info(f"Se borró correctamente la tabla {tablename}")
         raise AssertionError(f"Error creando la tabla y migrando datos. {type(e)}. {e}")
@@ -240,7 +241,6 @@ def get_select_from_xcom(db_intern_conn, **kwargs):
     conf = task.xcom_pull(task_ids="SCRIPTS-EXTRACTOR", key="CONTROL-CONFIG")
     definitions = task.xcom_pull(task_ids="SCRIPTS-EXTRACTOR", key="EXTRACTION-DEFINITION-JSON")
     temp_conf = conf[-1]["objects_created"] if "objects_created" in conf[-1].keys() else []
-    engine = db_intern_conn.engine
     logger.info(f"OBJETOS CREADOS: {temp_conf}")
     identificadores = [item["identifier"] for item in definitions]
     if temp_conf:
@@ -258,8 +258,8 @@ def get_select_from_xcom(db_intern_conn, **kwargs):
         tablas_temp = list(tablas_temp)
         if tablas_temp:
             for i in tablas_temp:
-                delete = delete_table(i, engine)
-                delete2 = delete_procedure(i, engine)
+                delete = delete_table(i, db_intern_conn)
+                delete2 = delete_procedure(i, db_intern_conn)
                 if delete:
                     logger.info(f"Borrado correctamente la tabla temporal {i}")
                 if delete2:

dags/components/S3Route.py

@@ -115,7 +115,6 @@ def save_df_to_s3(data: pd.DataFrame or str, conn: str, bucket: str, key: str, p
                 else:
                     hook.load_bytes(buffer.getvalue(), key, bucket, True)
             else:
-                logger.info(f"Llegue aca, para guardar")
                 logger.info(f"DATA: {data}. BUCKET: {bucket}. KEY: {key}")
                 # convert_df = pd.read_csv()
                 if gcp_cloud:

dags/components/Transformation.py

@@ -8,12 +8,12 @@ from airflow.exceptions import AirflowSkipException
 from components.DatabaseOperation.DatabaseTransformation import delete_table, delete_procedure
 from components.S3Route import get_files_from_prefix, get_file_from_prefix
 from components.Xcom import save_commands_to_xcom
-from components.Utils import update_sql_commands_2
 from components.Control import get_tasks_from_control, update_new_process
 from components.S3Route import load_control_to_s3
 from components.Xcom import delete_all_xcom_tasks, delete_task_instances
 from enums.ProcessStatusEnum import ProcessStatusEnum
 from enums.OperationTypeEnum import OperationTypeEnum
+from enums.DatabaseTypeEnum import DatabaseTypeEnum
 from components.Timezone import datetime_by_tzone
 
 import logging
@@ -99,12 +99,16 @@ def transformations(xcom_commands: str, intern_conn, timezone: str, **kwargs):
     script_name = xcom_commands[0]
     commands = xcom_commands[1]
     logger.info(f"Ejecutando transformaciones del script {script_name}")
-    not_procedure = ["UPDATE","SELECT","CREATE","ALTER","DROP","DELETE","INSERT","GRANT","REVOKE","TRUNCATE","COPY",
-                     "COMMIT","ROLLBACK","USE","BEGIN"]
+    logger.info(f"XCOM_COMMANDS: {xcom_commands}")
+    not_procedure = ["UPDATE", "SELECT", "CREATE", "ALTER", "DROP", "DELETE", "INSERT"," GRANT", "REVOKE", "TRUNCATE",
+                     "COPY", "COMMIT", "ROLLBACK", "USE", "BEGIN"]
     with engine.connect() as connection:
         for command in commands:
+            logger.info(f"Commando: {command}")
             if any(command.startswith(palabra) or command.startswith(palabra.lower()) for palabra in not_procedure):
-                logger.info(f"Ejecutando comando de transformación: {command}")
+                logger.info(f"Ejecutando comando de transformación en {intern_conn.db_type} : {command}")
+                if intern_conn.db_type == DatabaseTypeEnum.ORACLE.value:
+                    command = command[:-1]
                 _ = connection.execute(command)
             else:
                 logger.info(f"Generando llamada al procedure según bd para: {command}")
@@ -143,14 +147,14 @@ def get_trans_from_xcom(provider, store_procedure, procedure_mask, label_tablena
                 index = procedure.find(label_tablename + ":")
                 label_lenght = len(label_tablename + ":")
                 tablename = procedure[index + label_lenght:].strip().split("\n")[0]
-                delete_procedure(tablename, engine)
+                delete_procedure(tablename, db_intern_conn)
                 for element in definitions:
                     if element["identifier"] == tablename and "transformation_store_procedure" in element.keys() and element["transformation_store_procedure"] == True:
                         logger.info(f"Ejecutando creacion de procedure: {procedure}")
-                        # result = db_intern_conn.check_procedure(tablename, connection)
-                        # if not result:
                         try:
+                            logger.info("1")
                             _ = connection.execute(procedure)
+                            logger.info("2")
                         except Exception as e:
                             logger.error(f" Error: {e}")
                             raise AirflowSkipException
@@ -159,7 +163,7 @@ def get_trans_from_xcom(provider, store_procedure, procedure_mask, label_tablena
             else:
                 logger.debug(f"No se encontró el label en {procedure} por ende no se creará")
     save_commands_to_xcom(procedures, kwargs['ti'], procedure_mask, transform_mask, procedure_mask, order_delimiter)
-    logger.debug(f"Procedures cargados en Xcom: {procedures}")
+    logger.info(f"Procedures cargados en Xcom: {procedures}")
 
     transforms_per_file = []
     conf = task.xcom_pull(task_ids="VALIDATE_EXTRACTION", key="CONTROL-CONFIG")

dags/components/Utils.py

@@ -166,13 +166,6 @@ def update_sql_commands(dataset: List[Tuple[str, str]], label_tablename: str,
             for item in data:
                 if item.lower().strip() == "end":
                     final_data[-1] = final_data[-1] + "; end;"
-                # parts = item.split(CommentsScriptEnum.DASHES.value)
-                # parts = [part for part in parts if len(part.strip()) > 0]
-                # print(parts)
-                # if len(parts) > 1:
-                #     for part in parts:
-                #         if not part.strip().lower().startswith(label_tablename.lower()):
-                #             continue
 
                 final_item = item
                 if item.lower().strip().find(label_tablename.lower().strip() + ":") != -1:
@@ -222,14 +215,6 @@ def select_multiple(command: str) -> Dict[str, Any]:
             if command.lower().replace(" ", "").find(no_procedure_init) != -1:
                 response["is_multiple"] = True
                 tablename = command[:command.index("|")].strip()
-            # init_index = command.lower().find("from")
-            # if init_index == -1:
-            #     raise AssertionError("Query malformed")
-            # else:
-            #     from_command = command[init_index + 4:]
-            #     tablename_base = from_command.strip().split(" ")
-            #     if len(tablename_base) > 0 and tablename == "":
-            #         tablename = tablename_base[0]
             response["tablename"] = tablename
     except Exception as e:
         raise AssertionError(f"Error validando si es múltiple select y nombre de tabla. {e}")

dags/dag_conf.yml

@@ -5,23 +5,23 @@ app:
   database:
     sources:
       source1:
-        type: mysql
-        host: 192.168.1.13
-        port: 13306
-        username: root
-        password: root
-        database: prueba
-        service:
-        schema: sources
+        type: oracle
+        host: 192.168.27.22
+        port: 21521
+        username: PRUEBABCOM2
+        password: admin
+        database:
+        service: ORCLPDB1
+        schema:
     transformation:
-      type: mysql
-      host: 192.168.1.13
-      port: 13306
-      username: root
-      password: root
-      database: prueba_ca
-      service:
-      schema: intern_db
+      type: oracle
+      host: 192.168.27.22
+      port: 21521
+      username: RLQA_AIR
+      password: RLQA_AIR99
+      database:
+      service: ORCLPDB1
+      schema:
   chunksize: 4000
   label_multiple_select: TABLENAME
   label_transform_procedure: STORE
@@ -55,14 +55,14 @@ app:
     delimiter: '|'
     tmp_path: /tmp
     s3_params:
-        tabla4:
-          bucket: pruebairflow
+        tabla1:
+          bucket: prueba-id
           prefix: bcom_results
-          connection_id: prueba_af
+          connection_id: conn_script
         tabla5:
-          bucket: pruebairflow
+          bucket: prueba-id
           prefix: bcom_results
-          connection_id: prueba_af
+          connection_id: conn_script
   report:
     s3_params:
       bucket: prueba-id

deploy-k8/requirements.txt

@@ -5,4 +5,4 @@ oracledb==1.3.2
 apache-airflow-providers-google
 apache-airflow-providers-amazon
 apache-airflow-providers-postgres
-apache-airflow-providers-oracle
+apache-airflow-providers-oracle
\ No newline at end of file