1. Requirements

5.2.2.1 The Software Data Dictionary shall include: [SWE-110]

a. Channelization data (e.g., bus mapping, vehicle wiring mapping, hardware channelization).
b. Input/Output (I/O) variables.
c. Rate group data.
d. Raw and calibrated sensor data.
e. Telemetry format/layout and data.
f. Data recorder format/layout and data.
g. Command definition (e.g., onboard, ground, test specific).
h. Effecter command information.
i. Operational limits (e.g., maximum/minimum values, launch commit criteria information).

1.1 Notes

NPR 7150.2, NASA Software Engineering Requirements, does not include any notes for this requirement.

1.2 Applicability Across Classes

Class B and Class B and Safety Critical and Classes C through E and Safety Critical are labeled with "P (Center) + SO."  This means that the requirement must be met to the extent necessary to satisfy safety-critical aspects of the software and an approved Center-defined process that meets a non-empty subset of the full requirement can be used to other aspects of the software.

Class C and Not Safety Critical is labeled with "P (Center)."  This means that an approved Center-defined process that meets a non-empty subset of the full requirement can be used to achieve this requirement.

Classes F and G are labeled with "X (not OTS)."  This means that this requirement does not apply to off-the-shelf software for these classes.

2. Rationale

The preparation, documentation, and use of a Software Data Dictionary (SDD) enable uniform communication among the team members on a software development project. The SDD provides key information needed for the implementation, testing, and maintenance of the software product. The data dictionary allows developers, maintainers, and analysts to access information about the tables, fields, procedures, processes, and other information in the system.  Customers and users have a ready reference of information about the software work product.

3. Guidance

The Software Data Dictionary (SDD) may be a stand-alone project document; it may be included as part of an electronic database; or it may be written as an appendix in one of the project's primary documents, e.g., the systems requirement specification (see SWE-109) or the software design description document (see SWE-111 and SWE-112). Either format (hardcopy or electronic) is compliant with the requirement.

A data dictionary includes a set of meta-data that contains the definition and representation of data elements. A data dictionary lists all data elements but does not say anything about the relationships between elements. It gives a single point of reference for a data repository of an organization.

Some of the typical components of a data dictionary entry are:

• Name of the table.
• Name of the fields in each table.
• Data type of the field (integer, date, text, etc.).
• Brief description of the expected data for each field.
• Length of the field.
• Default value for that field.
• Whether the field is Nullable or Not Nullable.
• Constraints that apply to each field, if any.

Designers, programmers, users, maintainers, and administrators of a computer system as an administrative resource are the main users of the SDD. Data dictionaries are used to maintain information on systems hardware and software configurations, documentation, application, and users, as well as other relevant information.

The SDD can be produced:

• Automatically, using a software tool to interrogate the database and to map its content.
• Manually, by examining the code to determine and record its content.
• By a combination of the two.

The data in the SDD may be in the form of tables. Typically, the table definitions define the tables in the database, including a brief description of their use, the key fields, the primary key, and a list of the fields.

Guidance and examples for the required content of the SDD are included in the bullets below:

• Channelization data, e.g., bus mapping, vehicle wiring mapping, hardware channelization, provides a description of each data channel and where it maps to.
• Input/Output (I/O) variables provide a description of each I/O variable. Specify format, unit of measure, and definition.
• Rate group data, e.g., science data is collected at 1000 Hz, and health and status data is collected at 1 Hz.
• Raw and calibrated sensor data provide a description of the format, units of measure, and definition of each sensor. Specify data reduction for transforming raw data into calibrated data.
• Telemetry format/layout and data provide a description of the telemetry mode, format, packetization and definition:
  • Specify what types of packets are allowed to be sent for each of the telemetry modes.
  • Specify maximum data rate for each mode.
  • The telemetry format usually includes data type, data representation, data size, acceptable range values, unit of measure, and the meaning of the data for each field.

• Data recorder format/layout and data
• Command definition, e.g., onboard, ground, test specific, provides a description for each of the commands processed by the software work package. Include the purpose, function, the format of the command and its parameters, and any restrictions attendant to the command.
• Effecter command information provides information about the setting of names or flags that cause command executions in the software work products.
• Operational limits, e.g., maximum/minimum values, launch commit criteria information.

Other candidate information for the software data dictionary includes:

• Data channelization.
• Data description.
• Data location.
• Data relationships.
• Data sources and destinations.
• Data structure.
• Data type.
• Data units.
• Data use.
• Data values, e.g., range and calibration data.
• Database schema and database management systems.
• Object-oriented class and method descriptions.
• Entity-relationship diagrams.

Finally, the SDD includes descriptions of each process carried by the database system, including:

• Where and how the data enters the system.
• What is done to the data, at what stage, and why.
• What the outputs of the system are (if any).
• How to control, update, and distribute the SDD.

Additional guidance related to the production of the SDD may be found in the work products generated by the following related requirements in this Handbook:

4. Small Projects

This requirement is applicable to all projects regardless of size.  Small projects may be able to leverage SDDs, or portions of dictionaries, from previous projects, as long as those projects had similar data structures.

5. Resources

5.1 Tools

Tools to aid in compliance with this SWE, if any, may be found in the Tools Library in the NASA Engineering Network (NEN).

NASA users find this in the Tools Library in the Software Processes Across NASA (SPAN) site of the Software Engineering Community in NEN.

The list is informational only and does not represent an “approved tool list”, nor does it represent an endorsement of any particular tool. The purpose is to provide examples of tools being used across the Agency and to help projects and centers decide what tools to consider.

6. Lessons Learned

A documented lesson from the NASA Lessons Learned database notes the following:

Develop and Test the Launch Procedure Early (1997). Lesson Number 0609: The Abstract states: "During the terminal countdown for the first attempted launch of Cassini, spacecraft telemetry channels indicated a false alarm condition that delayed verification of spacecraft readiness for launch, and contributed to a delay on the first launch day. The anomaly was traced to erroneous telemetry documentation. Develop and release the launch procedure early enough for comprehensive testing before launch. Rigorously test and verify all telemetry channels and their alarms and ensure documentation such as telemetry definitions is kept up to-date." ⁵⁶⁵