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Documentation Part I - General docu (#24)
* Added mkdocs structure * Added contributors to README * Improved index.md and contact.md pages * Added content for general.md with diagrams Added docu on the normalize function * Added Bernadette to contributors
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@@ -131,3 +131,12 @@ If using VSCode, you can add the following snippet to your `.vscode/launch.json` | |
where `${workspaceFolder}` refers to the NOMAD root. | ||
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The settings configuration file `.vscode/settings.json` performs automatically applies the linting upon saving the file progress. | ||
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## Main contributors | ||
| Name | E-mail | Topics | Github profiles | | ||
|------|------------|--------|-----------------| | ||
| Dr. Nathan Daelman | [[email protected]](mailto:[email protected]) | DFT, Precision | [@ndaelman-hu](https://github.com/ndaelman-hu) | | ||
| Dr. Bernadette Mohr | [[email protected]](mailto:[email protected]) | MD, FF | [@Bernadette-Mohr](https://github.com/Bernadette-Mohr) | | ||
| Dr. José M. Pizarro | [[email protected]](mailto:[email protected]) | GW, DMFT, BSE | [@JosePizarro3](https://github.com/JosePizarro3) | | ||
| Dr. Joseph F. Rudzinski (**Coordinator**) | [[email protected]](mailto:[email protected]) | General | [@JFRudzinski](https://github.com/JFRudzinski) | |
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@@ -4,17 +4,16 @@ NOMAD is an open source project that warmly welcomes community projects, contrib | |
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You can reach us by different channels. You can send as directly an email to the main contributors list: | ||
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!!! info "Main contributors" | ||
| Name | E-mail | Topics | | ||
|------|------------|--------| | ||
| Dr. Nathan Daelman | [[email protected]](mailto:[email protected]) | DFT, parsers, normalizers | | ||
| Dr. Alvin Noe Ladines | [[email protected]](mailto:[email protected]) | Parsers, workflows | | ||
| Dr. José M. Pizarro | [[email protected]](mailto:[email protected]) | GW, DMFT, BSE, parsers, workflows, normalizers | | ||
| Dr. Joseph F. Rudzinski (**Coordinator**) | [[email protected]](mailto:[email protected]) | MD, parsers, workflows, normalizers | | ||
| Name | E-mail | Topics | Github profiles | | ||
|------|------------|--------|-----------------| | ||
| Dr. Nathan Daelman | [[email protected]](mailto:[email protected]) | DFT, Precision | [@ndaelman-hu](https://github.com/ndaelman-hu) | | ||
| Dr. Bernadette Mohr | [[email protected]](mailto:[email protected]) | MD, FF | [@Bernadette-Mohr](https://github.com/Bernadette-Mohr) | | ||
| Dr. José M. Pizarro | [[email protected]](mailto:[email protected]) | GW, DMFT, BSE | [@JosePizarro3](https://github.com/JosePizarro3) | | ||
| Dr. Joseph F. Rudzinski (**Coordinator**) | [[email protected]](mailto:[email protected]) | General | [@JFRudzinski](https://github.com/JFRudzinski) | | ||
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Alternatively, you can also: | ||
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- Open an issue in the [general NOMAD Github project](https://github.com/nomad-coe/nomad), or in one of the [sub-projects](https://github.com/nomad-coe/nomad/tree/develop/dependencies/parsers) related with specific parsers. Our Github profile tags are [@ndaelman-hu](https://github.com/ndaelman-hu), [@ladinesa](https://github.com/ladinesa), [@JosePizarro3](https://github.com/JosePizarro3), and [@JFRudzinski](https://github.com/JFRudzinski). | ||
- Write us in the [NOMAD MatSci forum](https://matsci.org/c/nomad/32). Our tags there are @NateD, @ladinesa, @JosePizarro, and @JFRudzinski. | ||
- Send an email to [[email protected]](mailto:support@nomad-lab.eu). Please, add in the subject "ATTN - Area C". | ||
- Open an [**issue**](https://github.com/nomad-coe/nomad-schema-plugin-simulation-data/issues) in the [Github project](https://github.com/nomad-coe/nomad-schema-plugin-simulation-data/), and tag any of us. | ||
- Join the [Discord channel](https://discord.gg/Gyzx3ukUw8) and ask us there directly. | ||
- If you are included as a contributor in the Github project, you can open new [**discussions**](https://github.com/nomad-coe/nomad-schema-plugin-simulation-data/discussions) regarding a new data schema or modelling you want to see covered. |
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# `Simulation` base section | ||
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<!-- | ||
Improve these paragraphs once `Program` and `BaseSimulation` are integrated in `basesections.py` | ||
---> | ||
In NOMAD, all the simulation metadata is defined in the `Simulation` section. You can find its Python schema definition in [src/nomad_simulations/general.py](https://github.com/nomad-coe/nomad-schema-plugin-simulation-data/blob/develop/src/nomad_simulations/general.py). This section will appear under the `data` section for the [*archive*](https://nomad-lab.eu/prod/v1/staging/docs/reference/glossary.html#archive) metadata structure of each [*entry*](https://nomad-lab.eu/prod/v1/staging/docs/reference/glossary.html#entry). | ||
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The `Simulation` section inherits from a _base section_ `BaseSimulation`. In NOMAD, a set of [base sections](https://nomad-lab.eu/prod/v1/staging/docs/howto/customization/base_sections.html) derived from the [Basic Formal Ontology (BFO)](https://basic-formal-ontology.org/) are defined. We used them to define `BaseSimulation` as an [`Activity`](http://purl.obolibrary.org/obo/BFO_0000015). The UML diagram is: | ||
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<div class="click-zoom"> | ||
<label> | ||
<input type="checkbox"> | ||
<img src="../assets/simulation_base.png" alt="Simulation base section diagram." width="80%" title="Click to zoom in"> | ||
</label> | ||
</div> | ||
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`BaseSimulation` contains the general information about the `Program` used, as well as general times of the simulation, e.g., the datetime at which it started (`datetime`) and ended (`datetime_end`). `Simulation` contains further information about the specific input and output sections ([see below](#sub-sections-in-simulation)) The detailed UML diagram of quantities and functions defined for `Simulation` is thus: | ||
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<div class="click-zoom"> | ||
<label> | ||
<input type="checkbox"> | ||
<img src="../assets/simulation.png" alt="Simulation quantities and functions UML diagram." width="50%" title="Click to zoom in"> | ||
</label> | ||
</div> | ||
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??? question "Notation for the section attributes in the UML diagram" | ||
We included the information of each attributes / quantities after its definition. The notation is: | ||
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<name-of-quantity>: <type-of-quantity>, <units-of-quantity> | ||
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Thus, `cpu1_start: np.float64, s` means that there is a quantity named `'cpu1_start'` of type `numpy.float64` and whose units are `'s'` (seconds). | ||
We also include the existance of sub-sections by bolding the name, i.e.: | ||
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<name-of-sub-section>: <sub-section-definition> | ||
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E.g., there is a sub-section under `Simulation` named `'model_method'` whose section defintion can be found in the `ModelMethod` section. We will represent this sub-section containment in more complex UML diagrams in the future using the containment arrow (see below for [an example using `Program`](#program)). | ||
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We use double inheritance from `EntryData` in order to populate the `data` section in the NOMAD archive. All of the base sections discussed here are subject to the [public normalize function](normalize.md) in NOMAD. The private function `set_system_branch_depth()` is related with the [ModelSystem base section](model_system/model_system.md). | ||
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## Main sub-sections in `Simulation` {#sub-sections-in-simulation} | ||
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The `Simulation` base section is composed of 4 main sub-sections: | ||
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1. `Program`: contains all the program information, e.g., `name` of the program, `version`, etc. | ||
2. `ModelSystem`: contains all the system information about geometrical positions of atoms, their states, simulation cells, symmetry information, etc. | ||
3. `ModelMethod`: contains all the methodological information, and it is divided in two main aspects: the mathematical model or approximation used in the simulation (e.g., `DFT`, `GW`, `ForceFields`, etc.) and the numerical settings used to compute the properties (e.g., meshes, self-consistent parameters, basis sets settings, etc.). | ||
4. `Outputs`: contains all the output properties, as well as references to the `ModelSystem` used to obtain such properties. It might also contain information which will populate `ModelSystem` (e.g., atomic occupations, atomic moments, crystal field energies, etc.). | ||
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!!! note "Self-consistent steps, SinglePoint entries, and more complex workflows." | ||
The minimal unit for storing data in the NOMAD archive is an [*entry*](https://nomad-lab.eu/prod/v1/staging/docs/reference/glossary.html#entry). In the context of simulation data, an entry may contain data from a calculation on an individual system configuration (e.g., a single-point DFT calculation) using **only** the above-mentioned sections of the `Simulation` section. Information from self-consistent iterations to converge properties for this configuration are also contained within these sections. | ||
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More complex calculations that involve multiple configurations require the definition of a *workflow* section within the archive. Depending on the situation, the information from individual workflow steps may be stored within a single or multiple entries. For example, for efficiency, the data from workflows involving a large amount of configurations, e.g., molecular dynamics trajectories, are stored within a single entry. Other standard workflows store the single-point data in separate entries, e.g., a `GW` calculation is composed of a `DFT SinglePoint` entry and a `GW SinglePoint` entry. Higher-level workflows, which simply connect a series of standard or custom workflows, are typically stored as a separate entry. You can check the [NOMAD simulations workflow schema](https://github.com/nomad-coe/nomad-schema-plugin-simulation-workflow) for more information. | ||
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The following schematic represents a simplified representation of the `Simulation` section (note that the arrows here are a simple way of visually defining _inputs_ and _outputs_): | ||
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<div class="click-zoom"> | ||
<label> | ||
<input type="checkbox"> | ||
<img src="../assets/simulation_composition.png" alt="Simulation composition diagram." width="90%" title="Click to zoom in"> | ||
</label> | ||
</div> | ||
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### `Program` {#program} | ||
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The `Program` base section contains all the information about the program / software / code used to perform the simulation. We consider it to be a [`(Continuant) Entity`](http://purl.obolibrary.org/obo/BFO_0000002) and contained within `BaseSimulation` as a sub-section. The detailed UML diagram is: | ||
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<div class="click-zoom"> | ||
<label> | ||
<input type="checkbox"> | ||
<img src="../assets/program.png" alt="Program quantities and functions UML diagram." width="75%" title="Click to zoom in"> | ||
</label> | ||
</div> | ||
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When [writing a parser](https://nomad-lab.eu/prod/v1/staging/docs/howto/customization/parsers.html), we recommend to start by instantiating the `Program` section and populating its quantities, in order to get acquainted with the NOMAD parsing infrastructure. | ||
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For example, imagine we have a file which we want to parse with the following information: | ||
```txt | ||
! * * * * * * * | ||
! Welcome to SUPERCODE, version 7.0 | ||
... | ||
``` | ||
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We can parse the program `name` and `version` by matching the texts (see, e.g., [Wikipedia page for Regular expressions, also called _regex_](https://en.wikipedia.org/wiki/Regular_expression)): | ||
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```python | ||
from nomad.parsing.file_parser import TextParser, Quantity | ||
from nomad_simulations import Simulation, Program | ||
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class SUPERCODEParser: | ||
""" | ||
Class responsible to populate the NOMAD `archive` from the files given by a | ||
SUPERCODE simulation. | ||
""" | ||
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def parse(self, filepath, archive, logger): | ||
output_parser = TextParser( | ||
quantities=[ | ||
Quantity('program_version', r'version *([\d\.]+) *', repeats=False) | ||
] | ||
) | ||
output_parser.mainfile = filepath | ||
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simulation = Simulation() | ||
simulation.program = Program( | ||
name='SUPERCODE', | ||
version=output_parser.get('program_version'), | ||
) | ||
# append `Simulation` as an `archive.data` section | ||
archive.data.append(simulation) | ||
``` |
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# How to use the `Simulation` schema | ||
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!!! warning | ||
This page is still under construction. |
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<div id="cy"></div> | ||
--> | ||
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**Welcome to the NOMAD documentation for the Schema developed for Computational Materials Scientists**, where you can find information about how to use the NOMAD standard schema for your own simulations. | ||
**Welcome to the NOMAD documentation for the Schema developed for Computational Materials Scientists**, where you can find information about how to use the NOMAD schema definition to store the data output by your simulations. | ||
This project contains all the information about the main base sections and their `SubSections` and `Quantities` relevant for simulations. We propose here a general schema which could then be used as a basis to build more specific schemas. | ||
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NOMAD is a free open-source data management platform for Materials Science which follows the F.A.I.R. (Findable, Accessible, Interoperable, and Reusable) principles. This documentation page is a part of the more [general NOMAD documentation](https://nomad-lab.eu/prod/v1/staging/docs/), and more specifically, a part on the usage of [NOMAD base sections](https://nomad-lab.eu/prod/v1/staging/docs/howto/customization/base_sections.html). | ||
NOMAD is a free open-source data management platform for Materials Science which follows the F.A.I.R. (Findable, Accessible, Interoperable, and Reusable) principles. This documentation page is a part of the more [general NOMAD documentation](https://nomad-lab.eu/prod/v1/staging/docs/), as well as on the usage of [NOMAD base sections](https://nomad-lab.eu/prod/v1/staging/docs/howto/customization/base_sections.html). | ||
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!!! info "Main contributors" | ||
Dr. Nathan Daelman, [[email protected]](mailto:[email protected]) | ||
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Dr. Alvin Noe Ladines, [[email protected]](mailto:[email protected]) | ||
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Dr. José M. Pizarro, [[email protected]](mailto:[email protected]) | ||
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Dr. Joseph F. Rudzinski, [[email protected]](mailto:[email protected]) | ||
When designing the sections, we follow [SOLID principles](https://www.geeksforgeeks.org/solid-principle-in-programming-understand-with-real-life-examples/) for object-oriented programming. And throughout this documentation, we will use [UML diagrams](https://en.wikipedia.org/wiki/Class_diagram), both in a simplified and in a detailed manner, to draw the schemas relationships. |
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# `ModelMethod` | ||
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!!! warning | ||
This page is still under construction. |
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# `ModelSystem` | ||
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!!! warning | ||
This page is still under construction. |
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# The `normalize()` function | ||
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Each base section defined using the NOMAD schema has a set of public functions which can be used at any moment when reading and parsing files in NOMAD. The `normalize(archive, logger)` function is a special case of such functions, which warrants an in-depth description. | ||
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This function is run within the NOMAD infrastructure by the [`MetainfoNormalizer`](https://github.com/nomad-coe/nomad/blob/develop/nomad/normalizing/metainfo.py) in the following order: | ||
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1. A child section's `normalize()` function is run before their/its parents' `normalize()` function. | ||
2. For sibling sections, the `normalize()` function is executed from the smaller to the larger `normalizer_level` attribute. If `normalizer_level` is not set or if they are the same for two different sections, the order is established by the attributes definition order in the parent section. | ||
3. Using `super().normalize(archive, logger)` runs the inherited section normalize function. | ||
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Let's see some examples. Imagine having the following `Section` and `SubSection` structure: | ||
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```python | ||
from nomad.datamodel.data import ArchiveSection | ||
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class Section1(ArchiveSection): | ||
normalizer_level = 1 | ||
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def normalize(self, achive, logger): | ||
# some operations here | ||
pass | ||
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class Section2(ArchiveSection): | ||
normalizer_level = 0 | ||
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def normalize(self, achive, logger): | ||
super().normalize(archive, logger) | ||
# Some operations here or before `super().normalize(archive, logger)` | ||
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class ParentSection(ArchiveSection): | ||
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sub_section_1 = SubSection(Section1.m_def, repeats=False) | ||
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sub_section_2 = SubSection(Section2.m_def, repeats=True) | ||
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def normalize(self, achive, logger): | ||
super().normalize(archive, logger) | ||
# Some operations here or before `super().normalize(archive, logger)` | ||
``` | ||
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Now, `MetainfoNormalizer` will be run on the `ParentSection`. Applying **rule 1**, the `normalize()` functions of the `ParentSection`'s childs are executed first. The order of these functions is established by **rule 2** with the `normalizer_level` atrribute, i.e., all the `Section2` (note that `sub_section_2` is a list of sections) `normalize()` functions are run first, then `Section1.normalize()`. Then, the order of execution will be: | ||
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1. `Section2.normalize()` | ||
2. `Section1.normalize()` | ||
3. `ParentSection.normalize()` | ||
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In case we do not assign a value to `Section1.normalizer_level` and `Section2.normalizer_level`, `Section1.normalize()` will run first before `Section2.normalize()`, due to the order of `SubSection` attributes in `ParentSection`. Thus the order will be in this case: | ||
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1. `Section1.normalize()` | ||
2. `Section2.normalize()` | ||
3. `ParentSection.normalize()` | ||
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By checking on the `normalize()` functions and **rule 3**, we can establish whether `ArchiveSection.normalize()` will be run or not. In `Section1.normalize()`, it will not, while in the other sections, `Section2` and `ParentSection`, it will. |
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# `Outputs` | ||
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!!! warning | ||
This page is still under construction. |
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authors = [ | ||
{ name = "Jose M. Pizarro", email = "[email protected]" }, | ||
{ name = "Nathan Daelman", email = "[email protected]" }, | ||
{ name = "Bernadette Mohr", email = "[email protected]" }, | ||
{ name = "Joseph F. Rudzinski", email = "[email protected]" } | ||
] | ||
license = { text = "Apache-2.0" } | ||
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