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Note before reading any further: This file format is still in development. Not all features and intended usages are supported yet by this standard. New features will be added gradually and lead to new versions of this standard.
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H5M is an acronym for HDF5 MARIN Datasets File.
The data which it contains can have any available source at MARIN: Basin measurements, simulator runs, CFD calculations, full scale measurements and post-processing cq analysis of this data.
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This convention specifies how the content of a HDF5 file is organised for MARIN. For more information about HDF5 itself and for generic HDF5 viewers please visit https://support.hdfgroup.org/.
The glossary of terms is described in the next chapter.The data structure and their properties are specified in chapter 3.Details of the data types used and the followed naming convention are specified in chapter 4.
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MARIN Internal use:
- Exchange and access results of the measurements in the basins to data analysts for further processing. This contains the raw data from MMS2 and supersedes the MMS format.
- Exchange the results of simulations and calculations.
- Exchange the results of analysis and other post-processing of raw data between data analysts and between departments.
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- Exchange processed results of measurements or calculations or simulations or experiments or analysis with clients. (Portal, e-mail, ftp, …)
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The specified format supports the following features:
- Identification of the software and system configuration used to write the data set.
- Identification of the process step(s) that generated the data set. (i.e. experiment number, project number, etc)
- Identification of the experiment variables (a.k.a. signals) and – if applicable - the sensors used.
- Grouping of signals with shared origin or properties. This is called a signal set.
- Link a signal set to another signal set to create a dependency of one to another.
- Time branching; The available Signal Sets can form a graph from which a Signals can be composed by following a specific path.
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| Experiment | In the context of this convention, any action that results in one or more signals that need to be stored. E.g. MMS2 Measurement, ReFresco Calculation, XMF Simulation, SHARK data analysis. |
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| H5M | MARIN convention of structuring the content of a HDF5 container for Experiment Datasets. |
Base Signal Dimension Signal Master Signal | Independent value range. E.g. the timestamp values for a time series signal that correspond with each sample value. |
| Signal | Measured, calculated or simulated variable; range of values. |
| Signal Set | Set of signals grouped by one or more common properties. E.g. origin, experiment run, sample rate, sample count, timestamp. |
| Dependant Signal | Dependent value range. E.g. the sample values at each corresponding timestamp for a time series signal or the RAO value at certain values on several frequency axis. |
A / O / NS (see attributes) | A: always (must be present) and always with a valid value – critical attribute NS: must be present, but may be “not specified” – not critical, but users should be aware if missing O: may be omitted, only specify if value is meaningful – optional |
| <data_type>[] | Represents an array of the type <data_type> . A scalar is represented only by <data_type> |
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The upgrade to 1.10 has been postponed because the hdf5 object ID datatype is incompatible between v1.10 and v1.8. Files of version 1.8 can be read by a library of version 1.10. On the contrary a file version 1.10 cannot be correctly read by a library of version 1.8. The upgrade is pending until all h5m readers (eg, ReFRESCO-XMF on linux cluster) made the step to 1.10 (or the new 1.12).
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The H5M content is structured as depicted in the diagram below.
Each tree node item will be explained in the next paragraphs in this chapter. The location of the item is defined by it's address in the HDF5 file, called path. Also all available attributes are specified per item.
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The root group contains:
- attributes that identify the used H5M format.
- zero or more HDF Groups for each set of signals.
- attributes that identify the provenance of the file.
Name: root
Path: "/"
Attributes:
Name | Role | Data type | Exists? | Description | Convention / example |
name | i | utf8 | A | Name of the convention; constant | “H5M” |
description | i | utf8 | A | Description of the format; constant.: | “HDF5 MARIN Datasets File” |
version | a | utf8 | A | H5M Format version number | “0.1” |
documentation | i | utf8 | A | Where to find this convention | |
hdf5Version | i | utf8 | A | Version of HDF5 | “1.8.19” |
libraryName | i | utf8 | A | Name of the library that performed the actual writing. In case of appending signal sets only the last editor is tracked. | “pymarin”, “Marin.Experiments.IO.H5M” |
libraryVersion | i | utf8 | A | Version of this library | e.g. “7.0.1” |
applicationName | i | utf8 | NS | Name of the application that wrote this file | “SHARK”, “SHARK: some vistrail.vt” |
applicationVersion | i | utf8 | NS | Version of this application used. | “0.0.20” |
systemName | i | utf8 | O | Name of the system running the application. This not necessarely the system that performed the experiment (e.g. measurement). | “LP3138”, “MMS2” |
systemVersion | i | utf8 | O | Version or configuration of this systtem | (tbd) |
dateTimeOfCreation | i | iso_fmt | A | Date and time of the moment the file was created. | ISO 8601 “2017-09-27 T21:13:00.012345” |
userName | i | utf8 | NS | Name of user / author | “user123” |
notes | i | utf8 | NS | Any additional notes at file level. | (free text) |
writeErrors | i | utf8[] | O | Specifies any errors that occurred while writing the file.. |
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The signal set group contains a set of signals that are logically a single group. Such signals share common properties like number of samples and sample rate. Which properties are common has to be determined by the consumer of the data; either a human or an application.
Name: HDF Group name of the set of signals.
Path: "/<signal set name>"
Attributes:
Name | Role | Data type | Exists? | Description | Convention / example |
type | a | utf8 | NS | type of signals in the set. Value NS maps to “General”. | “General”, “Frequency”, “Time” |
rawName | i | utf8 | O | original signal set name if this had to be renamed to be used as valid hdf5 name. | |
description | i | utf8 | NS | additional description of the set | (tbd) |
parent | s | obj_ref | O | Link to parent signal set. | (tbd) |
parentName | s | utf8 | O | For information only: the name of the parent signal set. | |
dataScale | a | float64 | A | Scale of the signal values in the set with respect to full scale | 1.0 ( at full scale) 23.456 (model scale, smaller than full scale) 0.023456 (model scale, larger than full scale) |
waterDensityFactor | a | float64 | NS | water density factor to be used for scaling data values to full scale. | 1.432 |
stepSize | i | float64 | A | if one and only one master signal for all signals and it is equidistant a value; otherwise, NaN In case of a time master this is the inverse of the sample rate. | |
dateTimeRecordingStart | a | iso_fmt | A | date and time of first sample of the time signal of measurement or simulation. | (tbd) |
dateTimeRecordingEnd | a | iso_fmt | O | date and time of last sample of the time signal of the measurement or simulation. | (tbd) |
projectNo | a | int32 | A | projectnumber | “80220” |
projectSubNo | i | int32 | NS | subnumber | “368” |
programNo | a | int32 | A | test programme number | 1 |
source | a | utf8 | A | name of the source application or facility | “SMB”, “ReFresco” |
categoryNo | a | int32 | A | Number of the test category used. | 2 |
testNo | a | int32 | A | Number of the test setup used. | 3 |
experimentNo | a | int32 | A | Number of the experiment settings used. | 4 |
measurementNo | a | int32 | A | Number of the actual measurement c.q. experiment execution | 2 |
| branchNo | a | int32 | O | Number of the acquisition branch. E.g, time traces from simulations where jumps to earlier points in time are possible. | 1 |
| sequenceNo | a | int32 | O | Consecutive number of the signal set wrt to other signal sets. E.g, time traces from simulations in a given branch result in consecutive sets each time the set of logged properties changes. | 13 |
modelScale | a | float64 | A | Scale of the model in this project. (Unrelated to the signal values in the set.) | 23.456 |
notes | i | utf8 | NS | Any additional information about this signal set. | (free text) |
writeErrors | i | utf8[] | O | Specifies any errors that occurred while writing the signal set (group). |
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Note: There is no explicit sample rate property. Sample rate is a specific attribute of equidistant time based signals. If sample rate needs to be visible it can be specified in the attribute 'description' of the signal set group.
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This chapter specifies some conventions with respect to the data and HDF attributes. Client code – a.k.a. applications – and h5m read/write implementations are allowed to fail if these conventions are not followed.
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Names of HDF5 attributes follow the camelCase naming convention, the first character of every word is capitalised except for the first word. This applies only to the attribute names and not the actual values. HDF5 Datasets and Groups get their name from the content (e.g. signal name, signal set name) and thus follow the convention of their own context.
Items in the hdf5 file are accessible via their path(s) through the tree and the path consists of the names of the tree items. (This implies that names must be unique at each level.)
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Any HDF tree node item can have attributes. Attributes can have optional values or be optional themselves. The list of attributes per HDF tree node item specifies these cases as described in the sections below.
Attributes can be mandatory or optional. This is specified in the column 'Exists?' as follows:
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| Always |
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| Attribute is mandatory and must have a valid value. | |
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| Optional |
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| Attribute is only present if a valid value is available. | |
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| Not Specified |
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Attribute is |
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mandatory but may contain the string value 'not specified' if no valid value is available. Note: Although HDF supports a null dataspace for scalars and vectors it is not used because it lacks the ability of specifying why it has no value. |
Attributes play a certain role. Currently the following roles are recognized in column 'Role':
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| Informational |
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| Attribute is intended to be human interpretable. | |
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| Automation |
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| One or more applications depend on the value of this attribute. | |
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| Structural |
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| The value defines the relations in the data-model. Both human and computer interpretable. |
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4.3 Data types
Each entry in this section defines a specific type notation that is used in the chapter 'H5M Structure'.
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The default value for attributes is the UTF-8 string value 'not specified'. It is important to notice that the data type of any attribute changes to UTF-8 string if there is no value specified and this default is set.
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All strings (names, datasets and attributes) in this convention are UTF-8 unless specified otherwise. The use of UTF-8 instead of ascii is encouraged by the HDF Group.
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Values of datetime attributes like 'dateTimeOfCreation' are added to the hdf item as a string attribute with formatting in accordance with ISO 8601. These values can optionally include timezone information.The HDF string is fixed length utf-8.
Examples:
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Used for the datatype of attributes that are the same as the element type of the dataset. Denoted "ds_type" for scalar, "ds_type[1,2]" for a 1 x 2 array, "ds_type[,,]" for a 3D array of any size and so on.Anchor
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