- Created by Robert Ehrlich, last modified on Apr 20, 2017
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In process
Scope
- Provide technical information on the standard data model that is available for reports.
- Users can use this information to create their own reports from the data model, see JobScheduler Reporting Interface (1.11.x) - Technical Information - Data Model Customization
- SQL scripts in this article are provided for PostgreSQL. The SQL scrpts for the respective DBMS are provided by the JobScheduler installer.
Standard Data Model
Standard Tables
Inventory Tables
- The following tables are managed by reporting inventory jobs that create an inventory of existing jobs, job chains and orders.
- Records are overwritten by each run of the reporting inventory jobs.
- SQL Scripts
- Tables: inventory.sql
Field | Nullable | Data type | Constraint | Unique Constraint | Description |
---|---|---|---|---|---|
ID | NOT NULL | NUMERIC | Primary Key | ||
INSTANCE_ID | NOT NULL | NUMERIC | Foreign Key | X | references |
AGENT_CLUSTER_ID | NOT NULL | NUMERIC | Foreign Key | X | references |
AGENT_INSTANCE_ID | NOT NULL | NUMERIC | Foreign Key | X | references |
URL | NOT NULL | VARCHAR | agent url | ||
ORDERING | NOT NULL | NUMERIC | |||
CREATED | NOT NULL | DATETIME | UTC timestamp of record creation | ||
MODIFIED | NOT NULL | DATETIME | UTC timestamp of record modification |
Field | Nullable | Data type | Constraint | Unique Constraint | Description |
---|---|---|---|---|---|
ID | NOT NULL | NUMERIC | Primary Key | ||
INSTANCE_ID | NOT NULL | NUMERIC | Foreign Key | references | |
PROCESS_CLASS_ID | NOT NULL | NUMERIC | Foreign Key | X | references |
SCHEDULING_TYPE | NOT NULL | VARCHAR |
| ||
NUMBER_OF_AGENTS | NOT NULL | NUMERIC | |||
CREATED | NOT NULL | DATETIME | UTC timestamp of record creation | ||
MODIFIED | NOT NULL | DATETIME | UTC timestamp of record modification |
Field | Nullable | Data type | Constraint | Unique Constraint | Description |
---|---|---|---|---|---|
ID | NOT NULL | NUMERIC | Primary Key | ||
JOB_ID | NOT NULL | NUMERIC | Foreign Key | X | references |
LOCK_ID | NOT NULL | NUMERIC | Foreign Key | X | references |
CREATED | NOT NULL | DATETIME | UTC timestamp of record creation | ||
MODIFIED | NOT NULL | DATETIME | UTC timestamp of record modification |
Field | Nullable | Data type | Constraint | Unique Constraint | Description |
---|---|---|---|---|---|
ID | NOT NULL | NUMERIC | Primary Key | ||
INSTANCE_ID | NOT NULL | NUMERIC | Foreign Key | X | references |
FILE_TYPE | NOT NULL | VARCHAR | file types in use:
file types not used:
| ||
FILE_NAME | NOT NULL | VARCHAR | X | path from live directory e.g. | |
FILE_BASENAME | NOT NULL | VARCHAR | file base name with extension e.g. | ||
FILE_DIRECTORY | NOT NULL | VARCHAR | path calculated from the e.g. | ||
FILE_CREATED | NULL | DATETIME | UTC timestamp of the creation date of the file | ||
FILE_MODIFIED | NULL | DATETIME | UTC timestamp of the modification date of the file | ||
FILE_LOCAL_CREATED | NULL | DATETIME | local timestamp of the creation date of the file | ||
FILE_LOCAL_MODIFIED | NULL | DATETIME | local timestamp of the modification date of the file | ||
CREATED | NOT NULL | DATETIME | UTC timestamp of record creation | ||
MODIFIED | NOT NULL | DATETIME | UTC timestamp of record modification |
Field | Nullable | Data type | Constraint | Unique Constraint | Description |
---|---|---|---|---|---|
ID | NOT NULL | NUMERIC | Primary Key | ||
OS_ID | NOT NULL | NUMERIC | Foreign Key | references | |
SCHEDULER_ID | NOT NULL | VARCHAR | X | corresponds to the SCHEDULER_ID that is specified during installation of the JobScheduler instance | |
HOSTNAME | NOT NULL | VARCHAR | X | host on which the JobScheduler instance has been installed | |
PORT | NOT NULL | NUMERIC | X | TCP port that the JobScheduler instance is listening to. Should not TCP port be specified then the UDP port is provided. | |
LIVE_DIRECTORY | NOT NULL | VARCHAR | path of the live directory | ||
VERSION | NOT NULL | VARCHAR | |||
COMMAND_URL | NOT NULL | VARCHAR | |||
URL | NOT NULL | VARCHAR | |||
TIMEZONE | NOT NULL | VARCHAR | |||
CLUSTER_TYPE | NOT NULL | VARCHAR | |||
PRECEDENCE | NUMERIC | ||||
DBMS_NAME | NOT NULL | VARCHAR | |||
DBMS_VERSION | VARCHAR | ||||
STARTED_AT | DATETIME | ||||
SUPERVISOR_ID | NUMERIC | ||||
AUTH | VARCHAR | ||||
CREATED | NOT NULL | DATETIME | UTC timestamp of record creation | ||
MODIFIED | NOT NULL | DATETIME | UTC timestamp of record modification |
Field | Nullable | Data type | Constraint | Unique Constraint | Description |
---|---|---|---|---|---|
ID | NOT NULL | NUMERIC | Primary Key | ||
INSTANCE_ID | NOT NULL | NUMERIC | Foreign Key | references | |
JOB_ID | NOT NULL | NUMERIC | Foreign Key | references INVENTORY_JOBS.ID | |
JOB_CHAIN_ID | NOT NULL | NUMERIC | Foreign Key | references INVENTORY_JOB_CHAINS.ID | |
NESTED_JOB_CHAIN_ID | NOT NULL | NUMERIC | Foreign Key | references INVENTORY_JOB_CHAINS.ID | |
NAME | NOT NULL | VARCHAR | job node name:
| ||
ORDERING | NOT NULL | NUMERIC | ordering of node in job chain | ||
| VARCHAR | job node state as specified in the configuration | |||
NEXT_STATE | VARCHAR | next state for an order in case of successful execution | |||
ERROR_STATE | VARCHAR | error state for an order in case of unsuccessful execution | |||
JOB | VARCHAR | job name as specified in the job node configuration e.g. | |||
JOB_NAME | NOT NULL | VARCHAR | corresponds to e.g. | ||
NESTED_JOB_CHAIN | VARCHAR | ||||
NESTED_JOB_CHAIN_NAME | NOT NULL | VARCHAR | corresponds to INVENTORY_JOB_CHAINS.NAME | ||
NODE_TYPE | NOT NULL | NUMERIC | |||
ON_ERROR | VARCHAR | ||||
DELAY | NUMERIC | ||||
DIRECTORY | VARCHAR | ||||
REGEX | VARCHAR | ||||
FILE_SINK_OP | NUMERIC | ||||
MOVE_PATH | VARCHAR | ||||
CREATED | NOT NULL | DATETIME | UTC timestamp of record creation | ||
MODIFIED | NOT NULL | DATETIME | UTC timestamp of record modification |
Field | Nullable | Data type | Constraint | Unique Constraint | Description |
---|---|---|---|---|---|
ID | NOT NULL | NUMERIC | Primary Key | ||
INSTANCE_ID | NOT NULL | NUMERIC | Foreign Key | references | |
FILE_ID | NOT NULL | NUMERIC | Foreign Key | X | references INVENTORY_FILES.ID |
PROCESS_CLASS_ID | NOT NULL | NUMERIC | Foreign Key | references INVENTORY_PROCESS_CLASSES.ID | |
FW_PROCESS_CLASS_ID | NOT NULL | NUMERIC | Foreign Key | references INVENTORY_PROCESS_CLASSES.ID | |
START_CAUSE | NOT NULL | VARCHAR | the following start causes are available:
| ||
NAME | NOT NULL | VARCHAR | job chain name e.g. | ||
BASENAME | NOT NULL | VARCHAR | job chain base name e.g. my_jobchain for a given job chain path /test/ | ||
TITLE | NULL | VARCHAR | job chain title | ||
MAX_ORDERS | NUMERIC | ||||
DISTRIBUTED | NOT NULL | NUMERIC | |||
PROCESS_CLASS | VARCHAR | ||||
PROCESS_CLASS_NAME | NOT NULL | VARCHR | corresponds to INVENTORY_PROCESS_CLASSES.NAME | ||
FW_PROCESS_CLASS | VARCHAR | ||||
FW_PROCESS_CLASS_NAME | NOT NULL | VARCHAR | corresponds to INVENTORY_PROCESS_CLASSES.NAME | ||
CREATED | NOT NULL | DATETIME | UTC timestamp of record creation | ||
MODIFIED | NOT NULL | DATETIME | UTC timestamp of record modification |
Field | Nullable | Data type | Constraint | Unique Constraint | Description |
---|---|---|---|---|---|
ID | NOT NULL | NUMERIC | Primary Key | ||
INSTANCE_ID | NOT NULL | NUMERIC | Foreign Key | references | |
FILE_ID | NOT NULL | NUMERIC | Foreign Key | X | references INVENTORY_FILES.ID |
PROCESS_CLASS_ID | NOT NULL | NUMERIC | Foreign Key | references INVENTORY_PROCESS_CLASSES.ID | |
SCHEDULE_ID | NOT NULL | NUMERIC | Foreign Key | references INVENTORY_SCHEDULES.ID | |
NAME | NOT NULL | VARCHAR | job name e.g. | ||
BASENAME | NOT NULL | VARCHAR | job base name e.g. | ||
TITLE | NULL | VARCHAR | job title | ||
| NOT NULL | NUMERIC | specifies if this job is part of a job chain:
| ||
| NOT NULL | NUMERIC | specifies if a start time has been configured:
| ||
USED_IN_JOB_CHAINS | NUMERIC | ||||
PROCESS_CLASS | VARCHAR | ||||
PROCESS_CLASS_NAME | NOT NULL | VARCHAR | corresponds to INVENTORY_PROCESS_CLASSES.NAME | ||
SCHEDULE | VARCHAR | ||||
SCHEDULE_NAME | NOT NULL | VARCHAR | corresponds to INVENTORY_SCHEDULES.NAME | ||
CREATED | NOT NULL | DATETIME | UTC timestamp of record creation | ||
MODIFIED | NOT NULL | DATETIME | UTC timestamp of record modification |
Field | Nullable | Data type | Constraint | Unique Constraint | Description |
---|---|---|---|---|---|
ID | NOT NULL | NUMERIC | Primary Key | ||
INSTANCE_ID | NOT NULL | NUMERIC | Foreign Key | references | |
FILE_ID | NOT NULL | NUMERIC | Foreign Key | X | references |
NAME | NOT NULL | VARCHAR | |||
BASENAME | NOT NULL | VARCHAR | |||
MAX_NON_EXCLUSIVE | NUMERIC | ||||
CREATED | NOT NULL | DATETIME | UTC timestamp of record creation | ||
MODIFIED | NOT NULL | DATETIME | UTC timestamp of record modification |
Field | Nullable | Data type | Constraint | Unique Constraint | Description |
---|---|---|---|---|---|
ID | NOT NULL | NUMERIC | Primary Key | ||
HOSTNAME | NOT NULL | VARCHAR | |||
NAME | VARCHAR |
| |||
ARCHITECTURE | VARCHAR | ||||
DISTRIBUTION | VARCHAR | ||||
CREATED | NOT NULL | DATETIME | UTC timestamp of record creation | ||
MODIFIED | NOT NULL | DATETIME | UTC timestamp of record modification |
Field | Nullable | Data type | Constraint | Unique Constraint | Description |
---|---|---|---|---|---|
ID | NOT NULL | NUMERIC | Primary Key | ||
INSTANCE_ID | NOT NULL | NUMERIC | Foreign Key | references | |
FILE_ID | NOT NULL | NUMERIC | Foreign Key | X | references INVENTORY_FILES.ID |
JOB_CHAIN_ID | NOT_NULL | NUMERIC | Foreign Key | references INVENTORY_JOB_CHAINS.ID | |
SCHEDULE_ID | NOT_NULL | NUMERIC | Foreign Key | references INVENTORY_SCHEDULES.ID | |
NAME | NOT NULL | VARCHAR | order name e.g. | ||
BASENAME | NOT NULL | VARCHAR | order base name e.g. for a given job chain path /test/my_jobchain,my_order.order.xml | ||
TITLE | NULL | VARCHAR | order title | ||
ORDER_ID | NOT NULL | VARCHAR | order identification (unique per job chain) e.g. | ||
JOB_CHAIN_NAME | NOT NULL | VARCHAR | corresponds to e.g. | ||
SCHEDULE | VARCHAR | ||||
SCHEDULE_NAME | NOT_NULL | VARCHAR | corresponds to INVENTORY_SCHEDULES.NAME | ||
INITIAL_STATE | VARCHAR | ||||
END_STATE | VARCHAR | ||||
PRIORITY | NUMERIC | ||||
| NOT NULL | NUMERIC | specifies if a start time has been configured:
| ||
CREATED | NOT NULL | DATETIME | UTC timestamp of record creation | ||
MODIFIED | NOT NULL | DATETIME | UTC timestamp of record modification |
Field | Nullable | Data type | Constraint | Unique Constraint | Description |
---|---|---|---|---|---|
ID | NOT NULL | NUMERIC | Primary Key | ||
INSTANCE_ID | NOT NULL | NUMERIC | Foreign Key | X | references |
FILE_ID | NOT NULL | NUMERIC | Foreign Key | X | references INVENTORY_FILES.ID |
NAME | NOT NULL | VARCHAR | |||
BASENAME | NOT NULL | VARCHAR | |||
MAX_PROCESSES | NUMERIC | ||||
HAS_AGENTS | NOT NULL | NUMERIC | |||
CREATED | NOT NULL | DATETIME | UTC timestamp of record creation | ||
MODIFIED | NOT NULL | DATETIME | UTC timestamp of record modification |
Field | Nullable | Data type | Constraint | Unique Constraint | Description |
---|---|---|---|---|---|
ID | NOT NULL | NUMERIC | Primary Key | ||
INSTANCE_ID | NOT NULL | NUMERIC | Foreign Key | references | |
FILE_ID | NOT NULL | NUMERIC | Foreign Key | X | references INVENTORY_FILES.ID |
SUBSTITUTE_ID | NOT NULL | NUMERIC | Foreign Key | ||
NAME | NOT NULL | VARCHAR | |||
BASENAME | NOT NULL | VARCHAR | |||
TITLE | VARCHAR | ||||
SUBSTITUTE | NUMERIC | ||||
SUBSTITUTE_NAME | NOT NULL | NUMERIC | |||
SUBSTITUTE_VALID_FROM | DATETIME | ||||
SUBSTITUTE_VALID_TO | DATETIME | ||||
CREATED | NOT NULL | DATETIME | UTC timestamp of record creation | ||
MODIFIED | NOT NULL | DATETIME | UTC timestamp of record modification |
Fact Tables
- The following tables are used to collect facts from the JobScheduler history.
- These tables can be used to create individual reports.
- SQL Scripts
- Tables: reporting.sql
Field | Nullable | Data type | Constraint | Unique Constraint | Description |
---|---|---|---|---|---|
ID | NOT NULL | NUMERIC | Primary Key | ||
| NOT NULL | VARCHAR |
| X | corresponds to |
HISTORY_ID | NOT NULL | NUMERIC | X | corresponds to | |
| NOT NULL | VARCHAR | corresponds to e.g. | ||
TITLE | VARCHAR | order title corresponds to | |||
PARENT_FOLDER | NOT NULL | VARCHAR | job chain folder e.g. | ||
PARENT_NAME | NOT NULL | VARCHAR | job chain name corresponds to e.g. | ||
PARENT_BASENAME | VARCHAR | job chain base name e.g. | |||
PARENT_TITLE | VARCHAR | job chain title corresponds to | |||
STATE | VARCHAR | state of the order inside the job chain corresponds to | |||
STATE_TEXT | VARCHAR | state text of the order corresponds to | |||
START_TIME | NOT NULL | DATETIME | UTC timestamp of the start of the order corresponds to | ||
END_TIME | DATETIME | UTC timestamp of the end of the order corresponds to | |||
IS_RUNTIME_DEFINED | NOT NULL | NUMERIC | specifies if a start time has been configured:
corresponds to | ||
RESULT_START_CAUSE | NOT NULL | VARCHAR | cause of the order start
corresponds to | ||
RESULT_STEPS | NOT NULL | NUMERIC | number of executed order steps | ||
RESULT_ERROR | NOT NULL | NUMERIC | specifies if an error occurred in the last executed order step:
| ||
RESULT_ERROR_CODE | VARCHAR | exception-code of the last executed order step error | |||
RESULT_ERROR_TEXT | VARCHAR | exception-message of the last executed order step error | |||
SYNC_COMPLETED | NOT NULL | NUMERIC | for use by the JobScheduler Reporting Interface only:
| ||
RESULTS_COMPLETED | NOT NULL | NUMERIC | for use by the JobScheduler Reporting Interface only:
| ||
CREATED | NOT NULL | DATETIME | UTC timestamp of record creation | ||
MODIFIED | NOT NULL | DATETIME | UTC timestamp of record modification |
Field | Nullable | Data type | Constraint | Unique Constraint | Description |
---|---|---|---|---|---|
ID | NOT NULL | NUMERIC | Primary Key | ||
| NOT NULL | NUMERIC | X | corresponds to
| |
HISTORY_ID | NOT NULL | NUMERIC | X | corresponds to SCHEDULER_ORDER_HISTORY.HISTORY_ID | |
| NOT NULL | NUMERIC | Foreign Key | X | references
|
TASK_ID | NOT NULL | NUMERIC | Foreign Key | references
| |
CLUSTER_MEMBER_ID | VARCHAR | corresponds to SCHEDULER_HISTORY.CLUSTER_MEMBER_ID | |||
STEP | NOT NULL | NUMERIC | X | consecutive number of the order step corresponds to | |
FOLDER | NOT NULL | VARCHAR | folder of the order step e.g. | ||
NAME | NOT NULL | VARCHAR | job name of the order step corresponds to e.g. | ||
BASENAME | NOT NULL | VARCHAR | job base name of the order step e.g. | ||
TITLE | NULL | VARCHAR | job title of the order step corresponds to | ||
START_TIME | NOT NULL | DATETIME | UTC timestamp of the start of the order step corresponds to | ||
END_TIME | NULL | DATETIME | UTC timestamp of the end of the order step corresponds to | ||
STATE | NOT NULL | VARCHAR | state of the order inside the job chain corresponds to | ||
CAUSE | NOT NULL | VARCHAR | start cause for execution, can be mapped to an individual start cause by use of table corresponds to | ||
EXIT_CODE | NOT NULL | NUMERIC | corresponds to SCHEDULER_HISTORY.EXIT_CODE | ||
ERROR | NOT NULL | NUMERIC | specifies if an error occurred:
corresponds to | ||
ERROR_CODE | NULL | VARCHAR | exception-code of the order step error corresponds to | ||
ERROR_TEXT | NULL | VARCHAR | exception-message of the order step error corresponds to | ||
AGENT_URL | VARCHAR | agent url corresponds to | |||
IS_RUNTIME_DEFINED | NOT NULL | NUMERIC | specifies if a start time has been configured:
corresponds to | ||
SYNC_COMPLETED | NOT NULL | NUMERIC | for use by the JobScheduler Reporting Interface only:
| ||
RESULTS_COMPLETED | NOT NULL | NUMERIC | for use by the JobScheduler Reporting Interface only:
| ||
CREATED | NOT NULL | DATETIME | UTC timestamp of record creation | ||
MODIFIED | NOT NULL | DATETIME | UTC timestamp of record modification |
Field | Nullable | Data type | Constraint | Unique Constraint | Description |
---|---|---|---|---|---|
ID | NOT NULL | NUMERIC | Primary Key | ||
| NOT NULL | NUMERIC | X | corresponds to
| |
HISTORY_ID | NOT NULL | NUMERIC | X | corresponds to SCHEDULER_HISTORY.ID | |
IS_ORDER | NOT NULL | NUMERIC | cause for execution of the task:
| ||
CLUSTER_MEMBER_ID | VARCHAR | corresponds to SCHEDULER_HISTORY.CLUSTER_MEMBER_ID | |||
STEPS | NOT NULL | NUMERIC | number of steps --> calls to spooler_process() corresponds to | ||
FOLDER | NOT NULL | VARCHAR | job folder e.g. | ||
NAME | NOT NULL | VARCHAR | job name corresponds to e.g. | ||
BASENAME | NOT NULL | VARCHAR | job base name e.g. | ||
TITLE | NULL | VARCHAR | job title corresponds to | ||
START_TIME | NOT NULL | DATETIME | UTC timestamp of the task start corresponds to | ||
END_TIME | NULL | DATETIME | UTC timestamp of the task end corresponds to | ||
CAUSE | NOT NULL | VARCHAR | cause of the task start e.g. :
corresponds to | ||
EXIT_CODE | NOT NULL | NUMERIC | corresponds to SCHEDULER_HISTORY.EXIT_CODE | ||
ERROR | NOT NULL | NUMERIC | specifies if an error occurred:
| ||
ERROR_CODE | NULL | VARCHAR | exception-code of the task error | ||
ERROR_TEXT | NULL | VARCHAR | exception-message of the task error | ||
AGENT_URL | VARCHAR | agen url corresponds to | |||
IS_RUNTIME_DEFINED | NOT NULL | NUMERIC | specifies if a start time has been configured:
corresponds to | ||
SYNC_COMPLETED | NOT NULL | NUMERIC | for use by the JobScheduler Reporting Interface only:
| ||
RESULTS_COMPLETED | NOT NULL | NUMERIC | for use by the JobScheduler Reporting Interface only:
| ||
CREATED | NOT NULL | DATETIME | UTC timestamp of record creation | ||
MODIFIED | NOT NULL | DATETIME | UTC timestamp of record modification |
Aggregation Tables
- The following tables contain aggregations for
- triggers, executions and tasks per day, week, month, quarter, year
Field | Nullable | Data type | Constraint | Description |
---|---|---|---|---|
ID | NOT NULL | NUMERIC | Primary Key | |
SCHEDULER_ID | NOT NULL | VARCHAR | corresponds to
| |
HISTORY_ID | NOT NULL | NUMERIC | corresponds to SCHEDULER_ORDER_HISTORY.HISTORY_ID | |
REFERENCE_ID | NOT NULL | NUMERIC | Foreign Key | references |
REFERENCE_TYPE | NOT NULL | NUMERIC | type of reference:
| |
START_DAY | NOT NULL | NUMERIC | calendar day e.g. 1 | |
START_WEEK | NOT NULL | NUMERIC | calendar week e.g. 52 | |
START_MONTH | NOT NULL | NUMERIC | calendar month e.g. 12 | |
START_QUARTER | NOT NULL | NUMERIC | quarter e.g. 1 | |
START_YEAR | NOT NULL | NUMERIC | year e.g. 2015 | |
END_DAY | NOT NULL | NUMERIC | calendar day e.g. 1 | |
END_WEEK | NOT NULL | NUMERIC | calendar week e.g. 52 | |
END_MONTH | NOT NULL | NUMERIC | calendar month e.g. 12 | |
END_QUARTER | NOT NULL | NUMERIC | quarter e.g. 1 | |
END_YEAR | NOT NULL | NUMERIC | calendar year e.g. 2015 | |
CREATED | NOT NULL | DATETIME | UTC timestamp of record creation | |
MODIFIED | NOT NULL | DATETIME | UTC timestamp of record modification |
Mapping Tables
- The following tables are used for the mapping of report data. Users can add individual records that are used for the mapping of results in individual reports:
- Mapping of start causes for jobs
- Contents in these tables is optional, however, their existence is required.
- SQL Scripts
- Sample Data: reporting_map_insert.sql
Field | Nullable | Data type | Constraint | Description |
---|---|---|---|---|
ID | NOT NULL | NUMERIC | Primary Key | |
CAUSE | NOT NULL | VARCHAR | start cause as used by JobScheduler: possible values include
additional values provided by the JobScheduler Reporting Interface include
| |
MAPPED_CAUSE | NOT NULL | VARCHAR | individual mapping of start cause | |
CREATED | NOT NULL | DATETIME | UTC timestamp of record creation | |
MODIFIED | NOT NULL | DATETIME | UTC timestamp of record modification |
Standard Procedures
Cleanup
- SQL Scripts : reporting_cleanup_procedure.sql
Report
- For most DBMS it is recommended to use views or procedures in order to speed up queries by pre-compiled statements.
- The following procedures implement the use of the standard tables for reporting results.
- SQL Scripts : reporting_procedure.sql
Report about Installed Objects
- Report about jobs, job chains and orders as collected from disk.
Report about Execution Summary
- Report about executions of jobs and job chains.
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