From 3714b9011446d14dc2420ea78263d767081f38c8 Mon Sep 17 00:00:00 2001 From: FFroehlich Date: Tue, 16 Nov 2021 12:25:31 -0500 Subject: [PATCH 01/23] fix #525 --- doc/documentation_data_format.rst | 6 +++--- doc/tutorial.rst | 10 +++++----- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/doc/documentation_data_format.rst b/doc/documentation_data_format.rst index ef94b714..3e8a2459 100644 --- a/doc/documentation_data_format.rst +++ b/doc/documentation_data_format.rst @@ -212,7 +212,7 @@ Detailed field description - ``observableId`` [STRING, NOT NULL, REFERENCES(observables.observableID)] - Observable ID as defined in the observables table described below. + Observable ID as defined in the observable table described below. - ``preequilibrationConditionId`` [STRING OR NULL, REFERENCES(conditionsTable.conditionID), OPTIONAL] @@ -277,8 +277,8 @@ Detailed field description ``datasetId``, which is helpful for plotting e.g. error bars. -Observables table ------------------ +Observable table +---------------- Parameter estimation requires linking experimental observations to the model of interest. Therefore, one needs to define observables (model outputs) and diff --git a/doc/tutorial.rst b/doc/tutorial.rst index b95908b5..e02c76e5 100644 --- a/doc/tutorial.rst +++ b/doc/tutorial.rst @@ -130,7 +130,7 @@ functions. Additionally, a noise model can be introduced to account for the measurement errors. In PEtab, this can be encoded in the observable file: -.. list-table:: Observables table ``observables.tsv``. +.. list-table:: Observable table ``observables.tsv``. :header-rows: 1 * - observableId @@ -146,7 +146,7 @@ file: - Rel. STAT5A abundance [%] - ... -.. list-table:: Observables table ``observables.tsv`` (continued). +.. list-table:: Observable table ``observables.tsv`` (continued). :header-rows: 1 * - ... @@ -162,7 +162,7 @@ file: - 100*(STAT5A + pApB + 2*pApA) / (2 \* pApB + 2\* pApA + STAT5A + STAT5B + 2*pBpB) - ... -.. list-table:: Observables table ``observables.tsv`` (continued). +.. list-table:: Observable table ``observables.tsv`` (continued). :header-rows: 1 * - ... @@ -235,8 +235,8 @@ PEtab measurement file: brevity, only the first and last time point of the example are shown here (the omitted measurements are indicated by “...” in the example). -* *noiseParameters* relates to the *noiseParameters* in the observables - file. In our example, the measurement noise is unknown. Therefore we +* *noiseParameters* relates to the *noiseParameters* in the observable table. + In our example, the measurement noise is unknown. Therefore we define parameters here which have to be estimated (see parameters sheet below). If the noise is known, e.g. from multiple replicates, numeric values can be used in this column. From 8681ebf5938fbbc6f0edf109b7655b0ff9ec6a84 Mon Sep 17 00:00:00 2001 From: FFroehlich Date: Tue, 16 Nov 2021 12:30:35 -0500 Subject: [PATCH 02/23] fix #524 --- doc/documentation_data_format.rst | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/doc/documentation_data_format.rst b/doc/documentation_data_format.rst index 3e8a2459..d775e04f 100644 --- a/doc/documentation_data_format.rst +++ b/doc/documentation_data_format.rst @@ -55,7 +55,7 @@ and - An observable file specifying the observation model [TSV] -- A parameter file specifying optimization parameters and related information +- A parameter file specifying estimateable parameters and related information [TSV] - (optional) A simulation file, which has the same format as the measurement @@ -79,7 +79,7 @@ defining the parameter estimation problem. Extensions of this format (e.g. additional columns in the measurement table) are possible and intended. However, while those columns may provide extra information for example for plotting, downstream analysis, or for more -efficient parameter estimation, they should not affect the optimization +efficient parameter estimation, they should not affect the estimation problem as such. **General remarks** @@ -248,7 +248,7 @@ Detailed field description Different lines for the same ``observableId`` may specify different parameters. This may be used to account for condition-specific or - batch-specific parameters. This will translate into an extended optimization + batch-specific parameters. This will translate into an extended estimation parameter vector. All placeholders defined in the observation model must be overwritten here. @@ -494,13 +494,13 @@ Detailed field description - ``lowerBound`` [NUMERIC] - Lower bound of the parameter used for optimization. + Lower bound of the parameter used for estimation. Optional, if ``estimate==0``. Must be provided in linear space, independent of ``parameterScale``. - ``upperBound`` [NUMERIC] - Upper bound of the parameter used for optimization. + Upper bound of the parameter used for estimation. Optional, if ``estimate==0``. Must be provided in linear space, independent of ``parameterScale``. @@ -518,7 +518,7 @@ Detailed field description - ``initializationPriorType`` [STRING, OPTIONAL] - Prior types used for sampling of initial points for optimization. Sampled + Prior types used for sampling of initial points for estimation. Sampled points are clipped to lie inside the parameter boundaries specified by ``lowerBound`` and ``upperBound``. Defaults to ``parameterScaleUniform``. @@ -536,7 +536,7 @@ Detailed field description - ``initializationPriorParameters`` [STRING, OPTIONAL] - Prior parameters used for sampling of initial points for optimization, + Prior parameters used for sampling of initial points for estimation, separated by a semicolon. Defaults to ``lowerBound;upperBound``. The parameters are expected to be in linear scale except for the ``parameterScale`` priors, where the prior parameters are expected to be @@ -556,12 +556,12 @@ Detailed field description - ``objectivePriorType`` [STRING, OPTIONAL] - Prior types used for the objective function during optimization or sampling. + Prior types used for the objective function during estimation. For possible values, see ``initializationPriorType``. - ``objectivePriorParameters`` [STRING, OPTIONAL] - Prior parameters used for the objective function during optimization. + Prior parameters used for the objective function during estimation. For more detailed documentation, see ``initializationPriorParameters``. From ed45001c192156c09d8d4c801e07b9f9062f3894 Mon Sep 17 00:00:00 2001 From: FFroehlich Date: Tue, 16 Nov 2021 12:32:42 -0500 Subject: [PATCH 03/23] Update tutorial.rst --- doc/tutorial.rst | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/doc/tutorial.rst b/doc/tutorial.rst index e02c76e5..9faa9dca 100644 --- a/doc/tutorial.rst +++ b/doc/tutorial.rst @@ -120,7 +120,7 @@ overridden by these condition-specific values. Here, we define the Epo concentration, but additional columns could be used to e.g. set different initial concentrations of STAT5A/B. In addition to numeric values, also parameter identifiers can be used here to introduce -condition specific optimization parameters. +condition specific estimateable parameters. 2.2 Specifying the observation model ------------------------------------ @@ -273,17 +273,17 @@ The parameters file for this is given by: observables (*sd_{observableId}*) are estimated. * *parameterScale* is the scale on which parameters are estimated. Often, - a logarithmic scale improves optimization. Alternatively, a linear scale + a logarithmic scale improves estimation. Alternatively, a linear scale can be used, e.g. when parameters can be negative. * *lowerBound* and *upperBound* define the bounds for the parameters used - during optimization. These are usually biologically plausible ranges. + during estimation. These are usually biologically plausible ranges. * *nominalValue* are known values used for simulation. The entry can be - left empty, if a value is unknown and subject to optimization. + left empty, if a value is unknown and requires estimation. -* *estimate* defines whether the parameter is subject to optimization (1) - or if it is fixed (0) to the value in the nominalValue column. +* *estimate* defines whether the parameter will be estimated (1) + or be fixed (0) to the value in the nominalValue column. 4. Visualization file +++++++++++++++++++++ From f0b68e66db4a79e92c70350e34eb5bd46628b1ba Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Fabian=20Fr=C3=B6hlich?= Date: Wed, 16 Mar 2022 16:27:33 -0400 Subject: [PATCH 04/23] Proposal for the introduction of extensions (#537) * extract all changes from previous * fixup * allow hyphens in extension names * fixup hyphens * only require one toolbox that implements extension * specify how to work with multiple PEtab problems * specify we do not require a quorum number of votes * allow test cases to be provided by the extension library * Apply suggestions from code review Co-authored-by: Daniel Weindl Co-authored-by: Daniel Weindl --- .github/ISSUE_TEMPLATE/petab-extensions.md | 27 +++++++++++ CHANGELOG.md | 7 +++ README.md | 2 + doc/_static/petab_schema.yaml | 33 ++++++++++++-- doc/development.rst | 52 +++++++++++++++++++++- doc/documentation_data_format.rst | 12 +++-- doc/tutorial.rst | 13 +++--- 7 files changed, 131 insertions(+), 15 deletions(-) create mode 100644 .github/ISSUE_TEMPLATE/petab-extensions.md diff --git a/.github/ISSUE_TEMPLATE/petab-extensions.md b/.github/ISSUE_TEMPLATE/petab-extensions.md new file mode 100644 index 00000000..edd46dc3 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/petab-extensions.md @@ -0,0 +1,27 @@ +--- + +name: PEtab Extension +about: Suggest a new extension for PEtab core +title: '' +labels: file format +assignees: '' + +--- + +**Name of the Extension** +Please make sure that the extension name matches the regular expression `^[a-zA-Z_]\w*$`. + +**Which problem would you like to address?** +A clear and concise description of which use case you want to address and, if applicable, why the current specifications do not fulfill your requirements. + +**Describe the solution you would like** +A clear and concise description of the changes you want to propose. Please describe any additional fields / files you would want to add, including allowed inputs and implications. + +**Describe why this should not be implemented by changes to PEtab core** +A clear and concise description in what way the proposed changes introduce features that are orthogonal to the PEtab core specification. + +**List the extension library that implements validation checks** +A link to the website or github repository that accompanies the proposed extension. + +**List the toolboxes that support the proposed standard** +A link to the website or github repository that contains the software that implements support for the standard. \ No newline at end of file diff --git a/CHANGELOG.md b/CHANGELOG.md index 9e8a28ea..cb7597d3 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -14,6 +14,13 @@ available at https://github.com/PEtab-dev/libpetab-python/. * Update tutorial.rst (#512) * Update how-to-cite (Closes #432) (#509) +## 0.2 series + +### 0.2.0 + +* Specify how PEtab functionality can be expanded through extensions. +* YAML files are now required for the specification of PEtab problems + ## 0.1 series ### 0.1.14 diff --git a/README.md b/README.md index c484afde..c3fa4e50 100644 --- a/README.md +++ b/README.md @@ -136,6 +136,8 @@ will have to: 1. Create a parameter table. +1. Create a yaml file that lists the model and all of the tables above. + If you are using Python, some handy functions of the [PEtab library](https://github.com/PEtab-dev/libpetab-python/) can help you with that. This includes also a PEtab validator called `petablint` which diff --git a/doc/_static/petab_schema.yaml b/doc/_static/petab_schema.yaml index bf012e57..3c0d841e 100644 --- a/doc/_static/petab_schema.yaml +++ b/doc/_static/petab_schema.yaml @@ -6,8 +6,13 @@ description: PEtab parameter estimation problem config file schema properties: format_version: - type: integer - description: Version of the PEtab format (e.g. 1). + anyof: + - type: string + # (corresponding to PEP 440). + pattern: ^([1-9][0-9]*!)?(0|[1-9][0-9]*)(\.(0|[1-9][0-9]*))*((a|b|rc)(0|[1-9][0-9]*))?(\.post(0|[1-9][0-9]*))?(\.dev(0|[1-9][0-9]*))?$ + - type: integer + + description: Version of the PEtab format parameter_file: oneOf: @@ -17,7 +22,6 @@ properties: File name (absolute or relative) or URL to PEtab parameter table containing parameters of all models listed in `problems`. A single table may be split into multiple files and described as an array here. - problems: type: array description: | @@ -80,7 +84,28 @@ properties: - measurement_files - condition_files + extensions: + type: object + description: | + PEtab extensions being used. + patternProperties: + "^[a-zA-Z][\\-\\w]*$": + + type: object + description: | + Information on a specific extension + properties: + version: + type: string + pattern: ^([1-9][0-9]*!)?(0|[1-9][0-9]*)(\.(0|[1-9][0-9]*))*((a|b|rc)(0|[1-9][0-9]*))?(\.post(0|[1-9][0-9]*))?(\.dev(0|[1-9][0-9]*))?$ + + required: + - version + additionalProperties: true + + additionalProperties: false + required: - format_version - parameter_file - - problems + - problems \ No newline at end of file diff --git a/doc/development.rst b/doc/development.rst index 8c9f29c0..e6975f73 100644 --- a/doc/development.rst +++ b/doc/development.rst @@ -192,6 +192,56 @@ Upon a new release, the PEtab editors ensure that * the new version of the specifications is deposited at Zenodo * the new release is announced on the PEtab mailing list +PEtab Extensions +---------------- + +An elaborate, monolithic format would make it difficult to understand and +implement support for PEtab, leading to a steep learning curve and discouraging +support in new toolboxes. To address this issue, the PEtab format is modular and +permits modifications through extensions that complement the core standard. +This modular specification evens the learning curve and provides toolbox +developers with more guidance on which features to implement to maximize +support for real world applications. Moreover, such modular extensions +facilitate and promote the use of specialized tools for specific, non-parameter +estimation tasks such as visualization. + +Requirements for new extensions: + +* Specifications in PEtab extensions take precedence over PEtab core, i.e., they +can ease or refine format restrictions imposed by PEtab core. +* PEtab extensions should extend PEtab core with new orthogonal features or +tasks, i.e., they should not make trivial changes to PEtab core. +* PEtab extensions must be named according to ^[a-zA-Z][\w\-]*$ +* PEtab extensions must be versioned using semantic versioning. +* PEtab extensions required for interpretation of a problem specification must +be specified in the PEtab-YAML files +* There is at least one tool that supports the proposed extension +* The authors provide a library that provides test cases and implements +validation checks for the proposed format. + +Developers are free to develop any PEtab extension. To become an official +PEtab extension, it needs to go through the following process. + +1. The developers write a proposal describing the motivation and specification +of the extension, following the respective issue template provided in this +repository. +1. The proposal is submitted as an issue in this repository. +1. The technical specification and documentation of the extension is submitted +as a pull request in this repository that references the respective issue. + +The PEtab editors jointly decide whether an extension meets the requirements +described here. In case of a positive evaluation, they announce a poll for the +acceptance as official extension to the PEtab forum. All members of the PEtab +community are eligible to vote. If at least 50% of the votes are in favor, +the extension is accepted and the respective pull requests with specifications, +documentation and test cases are merged. There is no quorum number of votes +for acceptance. + +It is encouraged that extensions are informally discussed with the community +before initiating the process of becoming an official extension. Such +discussions can be conducted through the communication channels mentioned +above. + Versioning of the PEtab format ------------------------------ @@ -219,4 +269,4 @@ Changes to these processes Changes to the processes specified above require a public vote with agreement of the majority of voters. Any other changes not directly affecting those processes, such as changes to structure, orthography, -grammar, formatting, the preamble can be made by the editors any time. +grammar, formatting, the preamble can be made by the editors any time. \ No newline at end of file diff --git a/doc/documentation_data_format.rst b/doc/documentation_data_format.rst index d775e04f..9157bc41 100644 --- a/doc/documentation_data_format.rst +++ b/doc/documentation_data_format.rst @@ -58,6 +58,9 @@ and - A parameter file specifying estimateable parameters and related information [TSV] +- A grouping file that lists all of the files and provides additional information + including employed extensions [YAML] + - (optional) A simulation file, which has the same format as the measurement file, but contains model simulations [TSV] @@ -680,8 +683,11 @@ Detailed field description Extensions ~~~~~~~~~~ -Additional columns, such as ``Color``, etc. may be specified. - +Additional columns, such as ``Color``, etc. may be specified. Extensions +that define operations on multiple PEtab problems need to employ a single +PEtab YAML file as entrypoint to the analysis. This PEtab file may leave all +fields specifying files empty and reference the other PEtab problems in the +extension specific fields. Examples ~~~~~~~~ @@ -698,7 +704,7 @@ To link the SBML model, measurement table, condition table, etc. in an unambiguous way, we use a `YAML `_ file. This file also allows specifying a PEtab version (as the format is not unlikely -to change in the future). +to change in the future) and employed PEtab extensions. Furthermore, this can be used to describe parameter estimation problems comprising multiple models (more details below). diff --git a/doc/tutorial.rst b/doc/tutorial.rst index 9faa9dca..983ac3a1 100644 --- a/doc/tutorial.rst +++ b/doc/tutorial.rst @@ -20,8 +20,8 @@ For more details, we refer to the original publication. A PEtab problem consists of 1) an SBML model of a biological system, 2) condition, observable and measurement definitions, and 3) the -specification of the parameters. We will show how to generate the -respective files in the following. +specification of the parameters and 4) a configuration file that lists all of +these files. We will show how to generate the respective files in the following. 1. The model ++++++++++++ @@ -324,11 +324,10 @@ https://petab.readthedocs.io/en/latest/documentation_data_format.html#visualizat 5. YAML file ++++++++++++ -To group the previously mentioned PEtab files, a YAML file can be used, -defining which files constitute a PEtab problem. While being optional, -this makes it easier to import a PEtab problem into tools, and allows -reusing files for different PEtab problems. This file has the following -format (``Boehm_JProteomeRes2014.yaml``): +To group the previously mentioned PEtab files, a YAML file must be used, +defining which files constitute a PEtab problem. This makes it easier to import +a PEtab problem into tools, and allows reusing files for different PEtab +problems. This file has the following format (``Boehm_JProteomeRes2014.yaml``): .. code-block:: yaml From 45728fd0f6751492d99dc00c99d6d016c2685516 Mon Sep 17 00:00:00 2001 From: Daniel Weindl Date: Thu, 17 Mar 2022 17:40:42 +0100 Subject: [PATCH 05/23] Fix extension name regex in issue template --- .github/ISSUE_TEMPLATE/petab-extensions.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/ISSUE_TEMPLATE/petab-extensions.md b/.github/ISSUE_TEMPLATE/petab-extensions.md index edd46dc3..ebe3a47b 100644 --- a/.github/ISSUE_TEMPLATE/petab-extensions.md +++ b/.github/ISSUE_TEMPLATE/petab-extensions.md @@ -9,7 +9,7 @@ assignees: '' --- **Name of the Extension** -Please make sure that the extension name matches the regular expression `^[a-zA-Z_]\w*$`. +Please make sure that the extension name matches the regular expression `^[a-zA-Z_][\w-]*$`. **Which problem would you like to address?** A clear and concise description of which use case you want to address and, if applicable, why the current specifications do not fulfill your requirements. @@ -24,4 +24,4 @@ A clear and concise description in what way the proposed changes introduce featu A link to the website or github repository that accompanies the proposed extension. **List the toolboxes that support the proposed standard** -A link to the website or github repository that contains the software that implements support for the standard. \ No newline at end of file +A link to the website or github repository that contains the software that implements support for the standard. From ff31205de5dc4c892deb7d1ea169f4698205979d Mon Sep 17 00:00:00 2001 From: Daniel Weindl Date: Wed, 20 Jul 2022 18:19:40 +0200 Subject: [PATCH 06/23] Add `required` attribute to extensions in yaml file (#545) PEtab extensions were introduced in #537. We should be able to distinguish there between optional extensions and required extensions, i.e. those that modify the parameter estimation problem as such, and those that just add additional/optional information (e.g. annotations, info for visualization, ...). If some tool does not know about a certain optional extension, it can safely be ignored during import, if it does not know about a required extension, it should fail. This PR adds a `required` attribute to extensions in the yaml file to indicate whether they are required for the mathematical interpretation of the PEtab problem. Resolves #544 --- doc/_static/petab_schema.yaml | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/doc/_static/petab_schema.yaml b/doc/_static/petab_schema.yaml index 3c0d841e..107e54fd 100644 --- a/doc/_static/petab_schema.yaml +++ b/doc/_static/petab_schema.yaml @@ -98,9 +98,14 @@ properties: version: type: string pattern: ^([1-9][0-9]*!)?(0|[1-9][0-9]*)(\.(0|[1-9][0-9]*))*((a|b|rc)(0|[1-9][0-9]*))?(\.post(0|[1-9][0-9]*))?(\.dev(0|[1-9][0-9]*))?$ - + required: + type: bool + description: | + Indicates whether the extension is required for the + mathematical interpretation of problem. required: - version + - required additionalProperties: true additionalProperties: false @@ -108,4 +113,4 @@ properties: required: - format_version - parameter_file - - problems \ No newline at end of file + - problems From ff435d0d4fefa36f6f91836b40e7f5ea8926f672 Mon Sep 17 00:00:00 2001 From: Daniel Weindl Date: Fri, 10 Mar 2023 07:29:30 +0100 Subject: [PATCH 07/23] Clarify implications of 'parameterScale' (#547) Co-authored-by: Dilan Pathirana <59329744+dilpath@users.noreply.github.com> --- doc/documentation_data_format.rst | 19 ++++++++++++++++--- 1 file changed, 16 insertions(+), 3 deletions(-) diff --git a/doc/documentation_data_format.rst b/doc/documentation_data_format.rst index 9157bc41..64bf5a39 100644 --- a/doc/documentation_data_format.rst +++ b/doc/documentation_data_format.rst @@ -495,23 +495,36 @@ Detailed field description Scale of the parameter to be used during parameter estimation. + ``lin`` + Use the parameter value, ``lowerBound``, ``upperBound``, and + ``nominalValue`` without transformation. + ``log`` + Take the natural logarithm of the parameter value, ``lowerBound``, + ``upperBound``, and ``nominalValue`` during parameter estimation. + ``log10`` + Take the logarithm to base 10 of the parameter value, ``lowerBound``, + ``upperBound``, and ``nominalValue`` during parameter estimation. + - ``lowerBound`` [NUMERIC] Lower bound of the parameter used for estimation. Optional, if ``estimate==0``. - Must be provided in linear space, independent of ``parameterScale``. + The provided value should be untransformed, as it will be transformed + according to ``parameterScale`` during parameter estimation. - ``upperBound`` [NUMERIC] Upper bound of the parameter used for estimation. Optional, if ``estimate==0``. - Must be provided in linear space, independent of ``parameterScale``. + The provided value should be untransformed, as it will be transformed + according to ``parameterScale`` during parameter estimation. - ``nominalValue`` [NUMERIC] Some parameter value to be used if the parameter is not subject to estimation (see ``estimate`` below). - Must be provided in linear space, independent of ``parameterScale``. + The provided value should be untransformed, as it will be transformed + according to ``parameterScale`` during parameter estimation. Optional, unless ``estimate==0``. - ``estimate`` [BOOL 0|1] From ce6e7681206e60ee1fa79567e4bf9147653af853 Mon Sep 17 00:00:00 2001 From: Daniel Weindl Date: Tue, 27 Jun 2023 12:39:15 +0200 Subject: [PATCH 08/23] Fix .rst formatting (#563) --- doc/development.rst | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/doc/development.rst b/doc/development.rst index e6975f73..d2b79cbb 100644 --- a/doc/development.rst +++ b/doc/development.rst @@ -208,26 +208,26 @@ estimation tasks such as visualization. Requirements for new extensions: * Specifications in PEtab extensions take precedence over PEtab core, i.e., they -can ease or refine format restrictions imposed by PEtab core. + can ease or refine format restrictions imposed by PEtab core. * PEtab extensions should extend PEtab core with new orthogonal features or -tasks, i.e., they should not make trivial changes to PEtab core. + tasks, i.e., they should not make trivial changes to PEtab core. * PEtab extensions must be named according to ^[a-zA-Z][\w\-]*$ * PEtab extensions must be versioned using semantic versioning. * PEtab extensions required for interpretation of a problem specification must -be specified in the PEtab-YAML files + be specified in the PEtab-YAML files * There is at least one tool that supports the proposed extension * The authors provide a library that provides test cases and implements -validation checks for the proposed format. + validation checks for the proposed format. Developers are free to develop any PEtab extension. To become an official PEtab extension, it needs to go through the following process. -1. The developers write a proposal describing the motivation and specification -of the extension, following the respective issue template provided in this -repository. -1. The proposal is submitted as an issue in this repository. -1. The technical specification and documentation of the extension is submitted -as a pull request in this repository that references the respective issue. +#. The developers write a proposal describing the motivation and specification + of the extension, following the respective issue template provided in this + repository. +#. The proposal is submitted as an issue in this repository. +#. The technical specification and documentation of the extension is submitted + as a pull request in this repository that references the respective issue. The PEtab editors jointly decide whether an extension meets the requirements described here. In case of a positive evaluation, they announce a poll for the @@ -269,4 +269,4 @@ Changes to these processes Changes to the processes specified above require a public vote with agreement of the majority of voters. Any other changes not directly affecting those processes, such as changes to structure, orthography, -grammar, formatting, the preamble can be made by the editors any time. \ No newline at end of file +grammar, formatting, the preamble can be made by the editors any time. From 31c2628270b31d2b678c1dd89c8dc8e8e869b8d9 Mon Sep 17 00:00:00 2001 From: "Frank T. Bergmann" Date: Wed, 22 May 2024 10:47:01 +0200 Subject: [PATCH 09/23] - add time course files to yaml schema --- doc/_static/petab_schema.yaml | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/doc/_static/petab_schema.yaml b/doc/_static/petab_schema.yaml index 107e54fd..24768810 100644 --- a/doc/_static/petab_schema.yaml +++ b/doc/_static/petab_schema.yaml @@ -35,7 +35,7 @@ properties: type: object description: | A set of PEtab model, condition, observable and measurement - files and optional visualization files. + files and optional visualization and time courses files. properties: sbml_files: @@ -78,6 +78,14 @@ properties: type: string description: PEtab visualization file name or URL. + timecourse_files: + type: array + description: List of PEtab time courses files + + items: + type: string + description: PEtab time courses file name or URL. + required: - sbml_files - observable_files From f82115e13f705c12caf6b06440c4a69baca9f980 Mon Sep 17 00:00:00 2001 From: "Frank T. Bergmann" Date: Wed, 22 May 2024 10:48:46 +0200 Subject: [PATCH 10/23] - add description of time courses table --- doc/documentation_data_format.rst | 70 +++++++++++++++++++++++++++++++ 1 file changed, 70 insertions(+) diff --git a/doc/documentation_data_format.rst b/doc/documentation_data_format.rst index 2cf24340..1eec2081 100644 --- a/doc/documentation_data_format.rst +++ b/doc/documentation_data_format.rst @@ -67,6 +67,10 @@ and - (optional) A visualization file, which contains specifications how the data and/or simulations should be plotted by the visualization routines [TSV] +- (optional) A timecourses file, which describes a sequence of different + experimental conditions that are applied to the model [TSV] + + .. figure:: gfx/petab_files.png :alt: Files constituting a PEtab problem @@ -741,3 +745,69 @@ allows to specify multiple SBML models with corresponding condition and measurement tables, and one joint parameter table. This means that the parameter namespace is global. Therefore, parameters with the same ID in different models will be considered identical. + + +Timecourses table +----------------- + +The optional time courses tabke describes a sequence of different experimental +conditions (here: discrete changes) that are applied to the model. + +This is specified as a tab-separated value file in the following way: + ++--------------------+-------------------------------------------------+ +| timecourseId | timecourse | ++====================+=================================================+ +| STRING | STRING | ++--------------------+-------------------------------------------------+ +| timecourse_1 | 0:condition_1;10:condition_2;250:condition_3 | ++--------------------+-------------------------------------------------+ +| patient_3 | -inf:condition_1;0:condition_2 | ++--------------------+-------------------------------------------------+ +| i | -20: | +| ntervention_effect | no_lockdown;20:mild_lockdown;40:severe_lockdown | ++--------------------+-------------------------------------------------+ + + +The time courses table with two mandatory columns ``timecourseId`` and +``timecourse``: + +- ``timecourseId`` [STRING, NOT NULL] + + Identifier of the timecourse. The usual PEtab identifier requirements apply. + +- ``timecourse``: [STRING, NOT NULL] + + A semicolon-separated list of different phases of the experiment along with + their starting time. A value in the ``timecourse`` column takes the format + ``[TIMEPOINT:CONDITION_ID;...]``. + + ``TIMEPOINT`` can be: + + - ``-inf``: Marking the following condition as pre-equilibration + condition. (Despite ``-inf``, the pre-equilibration-starts at ``t=0`` and + simulation time is reset to ``TIMEPOINT`` of the following condition + afterwards). + + - ``float``: The timepoint at which to switch to the following + condition. The start time of the first non-preequilibration + condition is ``t_0``. If ``t_0`` is non-zero, then simulators are expected + to simulate from this non-zero time, not zero. + + - ``float0:float1``: indicates repetition of a period from ``time=float0``, + every ``float1`` time units, until the next period + +``CONDITION_ID``: + + References condition IDs from the conditions table that specify which + changes to apply at ``TIMEPOINT`` + + Note: The time interval in which a condition is applied includes the + respective starting timepoint, but excludes the starting timepoint of + the following condition. This means that for a timecourse + ``[time_A:condition_A; time_B:condition_B]``, ``condition_A ``is active + during the interval ``[time_A, time_B)``. This implies that any event + assignment that triggers at ``time_B`` will occur *after* ``condition_B`` was + applied and for any measurements at ``time_B``, the observables will be + evaluated *after* ``condition_B`` was applied. + From 39939ad21afb430cb287ceacbaf8146572efb1a3 Mon Sep 17 00:00:00 2001 From: "Frank T. Bergmann" Date: Wed, 22 May 2024 10:57:52 +0200 Subject: [PATCH 11/23] - modify measurement table - remove preequilibrationConditionId - remove simulationConditionId - add timecourseID --- doc/documentation_data_format.rst | 30 +++++++++++++----------------- 1 file changed, 13 insertions(+), 17 deletions(-) diff --git a/doc/documentation_data_format.rst b/doc/documentation_data_format.rst index 1eec2081..0edd541c 100644 --- a/doc/documentation_data_format.rst +++ b/doc/documentation_data_format.rst @@ -180,13 +180,13 @@ model training or validation. Expected to have the following named columns in any (but preferably this) order: -+--------------+-------------------------------+-----------------------+-------------+--------------+ -| observableId | [preequilibrationConditionId] | simulationConditionId | measurement | time | -+==============+===============================+=======================+=============+==============+ -| observableId | [conditionId] | conditionId | NUMERIC | NUMERIC\|inf | -+--------------+-------------------------------+-----------------------+-------------+--------------+ -| ... | ... | ... | ... | ... | -+--------------+-------------------------------+-----------------------+-------------+--------------+ ++--------------+--------------+-------------+--------------+ +| observableId | timecourseId | measurement | time | ++==============+==============+=============+==============+ +| observableId | timecourseId | NUMERIC | NUMERIC\|inf | ++--------------+--------------+-------------+--------------+ +| ... | ... | ... | ... | ++--------------+--------------+-------------+--------------+ *(wrapped for readability)* @@ -221,16 +221,6 @@ Detailed field description Observable ID as defined in the observable table described below. -- ``preequilibrationConditionId`` [STRING OR NULL, REFERENCES(conditionsTable.conditionID), OPTIONAL] - - The ``conditionId`` to be used for preequilibration. E.g. for drug - treatments, the model would be preequilibrated with the no-drug condition. - Empty for no preequilibration. - -- ``simulationConditionId`` [STRING, NOT NULL, REFERENCES(conditionsTable.conditionID)] - - ``conditionId`` as provided in the condition table, specifying the condition-specific parameters used for simulation. - - ``measurement`` [NUMERIC, NOT NULL] The measured value in the same units/scale as the model output. @@ -239,6 +229,12 @@ Detailed field description Time point of the measurement in the time unit specified in the SBML model, numeric value or ``inf`` (lower-case) for steady-state measurements. +- ``timecourseId`` [STRING, NOT NULL, REFERENCES(timecoursesTable.timecourseID)] + + Timecourse ID as defined in the time courses table described below. This column may + have ``NA`` values, which are interpreted as *use the model as is*. + This avoids the need for “dummy” conditions and timecourses. + - ``observableParameters`` [NUMERIC, STRING OR NULL, OPTIONAL] This field allows overriding or introducing condition-specific versions of From fa259630ecfe02bd77449ccc234a339fe6afc0bf Mon Sep 17 00:00:00 2001 From: "Frank T. Bergmann" Date: Wed, 22 May 2024 11:07:50 +0200 Subject: [PATCH 12/23] - condition table now optional --- doc/_static/petab_schema.yaml | 1 - 1 file changed, 1 deletion(-) diff --git a/doc/_static/petab_schema.yaml b/doc/_static/petab_schema.yaml index 24768810..78a5628d 100644 --- a/doc/_static/petab_schema.yaml +++ b/doc/_static/petab_schema.yaml @@ -90,7 +90,6 @@ properties: - sbml_files - observable_files - measurement_files - - condition_files extensions: type: object From 0f5771ffc0866f3d56a79120af39661115c60a13 Mon Sep 17 00:00:00 2001 From: "Frank T. Bergmann" Date: Wed, 22 May 2024 11:15:21 +0200 Subject: [PATCH 13/23] - add condition changes --- doc/documentation_data_format.rst | 54 ++++++++++++++++++++++++++++++- 1 file changed, 53 insertions(+), 1 deletion(-) diff --git a/doc/documentation_data_format.rst b/doc/documentation_data_format.rst index 0edd541c..a3937c6c 100644 --- a/doc/documentation_data_format.rst +++ b/doc/documentation_data_format.rst @@ -50,7 +50,7 @@ and - A measurement file to fit the model to [TSV] -- A condition file specifying model inputs and condition-specific parameters +- (optional) A condition file specifying model inputs and condition-specific parameters [TSV] - An observable file specifying the observation model [TSV] @@ -170,6 +170,56 @@ Detailed field description If a compartment ID is provided, it is interpreted as the initial compartment size. + - `expressions` + + Expressions containing more than a single parameter ID or numberical + value are allowed. Any model entity Id in the condition table will be interpreted as + the value of that model entity at the last time point before + changing to the condition represented by the current row (similar + to an SBML event with ``useValuesFromTriggerTime=True``). The first + condition of any timecourse may only refer to parameter IDs that + are listed in the parameter table, but not to any other model + entity (This is because there is no “last timepoint” before + changing to this first condition.) For example + + - given a timecourse ``0:condition1;10:condition2`` and two constant + model parameters ``par1``, ``par2`` and the two conditions: + + - ``condition1``: {``par1=0.1``, ``par2=0.2``} + - ``condition2``: {``par1=par2``, ``par2=par1``} + + This is okay, since no circular dependencies exist: ``par1 = 0.2``, ``par2=0.1`` + + - given a ``timecourse 0:condition1`` and two model parameters + ``par1``, ``par2`` with only a single condition: + + - ``condition1``: {``par1=par2``, ``par2=par1``} + + This is not allowed, in the first condition of the timecourse ``par1``, ``par2`` + cannot be used in the right-hand side of the assignment + + - Given a condition: ``condition1``: {``par1=par3``, ``par2=2*par3``} + + This is allowed. + + Condition changes should be implemented to respect the dependency + graph between model components: + + - When a condition changes quantity ``A`` and ``B``, and ``B`` is dependent on + ``A``, the change in quantity A should be applied first such that the + new value for ``B`` is consistent with what is specified in the + condition. + + - For example, concentrations are generally dependent on volume + i.e. when a model compartment volume changes, the concentrations + of all species in that compartment change too, because mass is + usually conserved. In this case, if a condition change involves a + change in both a compartment volume and a species concentration, + then the compartment change should be applied first. Otherwise, + the species concentration after the condition is applied, will not + match the concentration specified by the user, because it would be + modified by the volume change. + Measurement table ----------------- @@ -764,6 +814,8 @@ This is specified as a tab-separated value file in the following way: | ntervention_effect | no_lockdown;20:mild_lockdown;40:severe_lockdown | +--------------------+-------------------------------------------------+ +Detailed field description +~~~~~~~~~~~~~~~~~~~~~~~~~~ The time courses table with two mandatory columns ``timecourseId`` and ``timecourse``: From 57f3a981c9759c1a29a47b6575d6b58ce13251f4 Mon Sep 17 00:00:00 2001 From: "Frank T. Bergmann" Date: Wed, 22 May 2024 13:13:29 +0200 Subject: [PATCH 14/23] - formatting --- doc/documentation_data_format.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/documentation_data_format.rst b/doc/documentation_data_format.rst index a3937c6c..20a9d1f8 100644 --- a/doc/documentation_data_format.rst +++ b/doc/documentation_data_format.rst @@ -828,7 +828,7 @@ The time courses table with two mandatory columns ``timecourseId`` and A semicolon-separated list of different phases of the experiment along with their starting time. A value in the ``timecourse`` column takes the format - ``[TIMEPOINT:CONDITION_ID;...]``. + ``[TIMEPOINT:CONDITION_ID;...]``. ``TIMEPOINT`` can be: @@ -853,7 +853,7 @@ The time courses table with two mandatory columns ``timecourseId`` and Note: The time interval in which a condition is applied includes the respective starting timepoint, but excludes the starting timepoint of the following condition. This means that for a timecourse - ``[time_A:condition_A; time_B:condition_B]``, ``condition_A ``is active + ``[time_A:condition_A; time_B:condition_B]``, ``condition_A`` is active during the interval ``[time_A, time_B)``. This implies that any event assignment that triggers at ``time_B`` will occur *after* ``condition_B`` was applied and for any measurements at ``time_B``, the observables will be From ca12430aa57a039f84db155138c936f3d97458a3 Mon Sep 17 00:00:00 2001 From: "Frank T. Bergmann" Date: Wed, 22 May 2024 13:37:46 +0200 Subject: [PATCH 15/23] - updated scope & files --- doc/gfx/petab_scope_and_files.pdf | Bin 68342 -> 80217 bytes doc/gfx/petab_scope_and_files.png | Bin 171445 -> 184346 bytes doc/gfx/petab_scope_and_files.svg | 177 +++++++++++++++++++++--------- 3 files changed, 126 insertions(+), 51 deletions(-) diff --git a/doc/gfx/petab_scope_and_files.pdf b/doc/gfx/petab_scope_and_files.pdf index 223c53b3396bf8efec1784ba25393d83e5410ed2..e0ca20f41ce39e3fb5edc1cd3bffbc6943e4880f 100644 GIT binary patch delta 53159 zcmbTdb8sNhyDb{qwl%TsOl&6;+crC%IGNZsCbn%)Y-eH{Z+_>V^WJ^+-e0$>t9S3O zcXfSxRjvNkUfugK8DjMoB3=R5Or&V}we9nP`5?8rX1?11^7A5GC)aluo=ySn?_IDj za^X=GcYBVWwS`sW=UH~oJBZSvK$k$rgbyz*jeX#Q0Ry5?Q>)0j4~jS-<6KOnSV~vh4pEj&VOo*~ z+9Al7dy6jc`?+~JqU&w%)$+2zV(*@gdA(eeBY!q=qLlL}#XH5s%rB?gJA)FT zPk2n-qpK3`FZa*0^Hu;j_$t@@)H~y{{K$NHQeEc#sEJ#{LE=EKOGBbmQEs6x5ERLC z17Jw;`x%t)v6sdA0mvK}W#saDkRL(j$aP+LC^_sXd_#E193kYQ*JI0bMi6kT(!0nl2gq$vL*+ddDLF1G4Rvye>})F zJjgY7H}R 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inkscape:document-rotation="0" + inkscape:showpageshadow="2" + inkscape:pagecheckerboard="0" + inkscape:deskcolor="#d1d1d1" /> @@ -853,14 +854,14 @@ transform="matrix(0.4999368,0,0,0.49990604,-57.129388,202.66202)" style="stroke-linecap:butt;stroke-linejoin:round"> + style="opacity:1;fill:#e6e6e6;fill-opacity:1;fill-rule:nonzero;stroke:#b3b3b3;stroke-width:0.79014;stroke-linecap:round;stroke-linejoin:bevel;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1" /> Measurement table + style="opacity:1;fill:#800000;fill-opacity:0.12549;fill-rule:nonzero;stroke:#800000;stroke-width:0.683813;stroke-linecap:round;stroke-linejoin:bevel;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1" /> + d="m 56.476194,188.71858 c 0,0 89.971406,0 107.320826,0" + style="fill:none;fill-rule:evenodd;stroke:#000000;stroke-width:0.240694px;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1" /> observableId simulationConditionId time measurementobservableId timecourseId time measurementObservable1 Condition1 1.0 2.0Observable1 Timecourse1 1.0 2.0Observable2 Condition2 1.0 3.0Observable2 Timecourse2 1.0 3.0... + style="fill:none;fill-rule:evenodd;stroke:#000000;stroke-width:0.264583px;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1" /> + ... + + + Timecourses table + + + + timecourseId timecourseTimecourse1 0:Condition1 Timecourse2 0:Condition2 ... + + + width="35.566269" + height="39.630146" + x="198.76614" + y="-10.82364" + rx="2.8864582" + ry="2.6441293" /> Date: Wed, 26 Jun 2024 16:00:36 +0200 Subject: [PATCH 16/23] Specification of math expressions (#579) Previously, the math expression syntax wasn't specified. This was very problematic, because different libraries and programming languages have different names for the same functions, and more importantly, differ in operator precedence. Co-authored-by: Dilan Pathirana <59329744+dilpath@users.noreply.github.com> Co-authored-by: dilpath --- doc/documentation_data_format.rst | 361 +++++++++++++++++++++++++++++- doc/src/Supported functions.tsv | 13 ++ doc/src/update_tables.py | 93 ++++++++ 3 files changed, 463 insertions(+), 4 deletions(-) create mode 100644 doc/src/Supported functions.tsv create mode 100755 doc/src/update_tables.py diff --git a/doc/documentation_data_format.rst b/doc/documentation_data_format.rst index 2cf24340..e7684ea1 100644 --- a/doc/documentation_data_format.rst +++ b/doc/documentation_data_format.rst @@ -154,10 +154,10 @@ Detailed field description - ``${speciesId}`` If a species ID is provided, it is interpreted as the initial - condition of that species (as amount if `hasOnlySubstanceUnits` is set to `True` - for the respective species, as concentration otherwise) and will override the + condition of that species (as amount if `hasOnlySubstanceUnits` is set to `True` + for the respective species, as concentration otherwise) and will override the initial condition given in the SBML model or given by a preequilibration - condition. If ``NaN`` is provided for a condition, the result of the + condition. If no value is provided for a condition, the result of the preequilibration (or initial condition from the SBML model, if no preequilibration is defined) is used. @@ -259,7 +259,7 @@ Detailed field description - ``noiseParameters`` [NUMERIC, STRING OR NULL, OPTIONAL] - The measurement standard deviation or ``NaN`` if the corresponding sigma is a + The measurement standard deviation or empty if the corresponding sigma is a model parameter. Numeric values or parameter names are allowed. Same rules apply as for @@ -741,3 +741,356 @@ allows to specify multiple SBML models with corresponding condition and measurement tables, and one joint parameter table. This means that the parameter namespace is global. Therefore, parameters with the same ID in different models will be considered identical. + + +Math expressions syntax +----------------------- + +This section describes the syntax of math expressions used in PEtab files, such +as the observable formulas. + +Supported symbols, literals, and operations are described in the following. Whitespace is ignored in math expressions. + + +Symbols +~~~~~~~ + +* The supported identifiers are: + + * parameter IDs from the parameter table + * model entity IDs that are globally unique and have a clear interpretation + in the math expression context + * observable IDs from the observable table + * PEtab placeholder IDs in the observable and noise formulas + * PEtab entity IDs in the mapping table + * ``time`` for the model time + * PEtab function names listed below + + Identifiers are not supported if they do not match the PEtab identifier + format. PEtab expressions may have further context-specific restrictions on + supported identifiers. + +* The functions defined in PEtab are tabulated below. Other functions, + including those defined in the model, remain undefined in PEtab expressions. + +* Special symbols (such as :math:`e` and :math:`\pi`) are not supported, and + neither is NaN (not-a-number). + +Model time +++++++++++ + +The model time is represented by the symbol ``time``, which is the current +simulated time, not the current duration of simulated time; if the simulation +starts at :math:`t_0 \neq 0`, then ``time`` is *not* the time since +:math:`t_0`. + + +Literals +~~~~~~~~ + +Numbers ++++++++ + +All numbers, including integers, are treated as floating point numbers of +undefined precision (although no less than double precision should be used. +Only decimal notation is supported. Scientific notation +is supported, with the exponent indicated by ``e`` or ``E``. The decimal +separator is indicated by ``.``. +Examples of valid numbers are: ``1``, ``1.0``, ``-1.0``, ``1.0e-3``, ``1.0e3``, +``1e+3``. The general syntax in PCRE2 regex is ``\d*(\.\d+)?([eE][-+]?\d+)?``. +``inf`` and ``-inf`` are supported as positive and negative infinity. + +Booleans +++++++++ + +Boolean literals are ``true`` and ``false``. + + +Operations +~~~~~~~~~~ + +Operators ++++++++++ + +The supported operators are: + +.. list-table:: Supported operators in PEtab math expressions. + :header-rows: 1 + + * - Operator + - Precedence + - Interpretation + - Associativity + - Arguments + - Evaluates to + * - ``f(arg1[, arg2, ...])`` + - 1 + - call to function `f` with arguments `arg1`, `arg2`, ... + - left-to-right + - any + - input-dependent + * - | ``()`` + | + - | 1 + | + - | parentheses for grouping + | acts like identity + - | + | + - | any single expression + | + - | argument + | + * - | ``^`` + | + - | 2 + | + - | exponentiation + | (shorthand for pow) + - | right-to-left + | + - | float, float + | + - | float + | + * - | ``+`` + | ``-`` + - | 3 + - | unary plus + | unary minus + - | right-to-left + - | float + - | float + * - ``!`` + - 3 + - not + - + - bool + - bool + * - | ``*`` + | ``/`` + - | 4 + - | multiplication + | division + - | left-to-right + - | float, float + - | float + * - | ``+`` + | ``-`` + - | 5 + - | binary plus, addition + | binary minus, subtraction + - | left-to-right + - | float, float + - | float + * - | ``<`` + | ``<=`` + | ``>`` + | ``>=`` + - | 6 + - | less than + | less than or equal to + | greater than + | greater than or equal to + - | left-to-right + - | float, float + - | bool + * - | ``==`` + | ``!=`` + - | 6 + - | is equal to + | is not equal to + - | left-to-right + - | (float, float) or (bool, bool) + - | bool + * - | ``&&`` + | ``||`` + - | 7 + - | logical `and` + | logical `or` + - | left-to-right + - | bool, bool + - | bool + * - ``,`` + - 8 + - function argument separator + - left-to-right + - any + - + +Note that operator precedence might be unexpected, compared to other programming +languages. Use parentheses to enforce the desired order of operations. + +Operators must be specified; there are no implicit operators. +For example, ``a b`` is invalid, unlike ``a * b``. + +Functions ++++++++++ + +The following functions are supported: + +.. + START TABLE Supported functions (GENERATED, DO NOT EDIT, INSTEAD EDIT IN PEtab/doc/src) +.. list-table:: Supported functions + :header-rows: 1 + + * - | Function + - | Comment + - | Argument types + - | Evaluates to + * - ``pow(a, b)`` + - power function `b`-th power of `a` + - float, float + - float + * - ``exp(x)`` + - | exponential function pow(e, x) + | (`e` itself not a supported symbol, + | but ``exp(1)`` can be used instead) + - float + - float + * - ``sqrt(x)`` + - | square root of ``x`` + | ``pow(x, 0.5)`` + - float + - float + * - | ``log(a, b)`` + | ``log(x)`` + | ``ln(x)`` + | ``log2(x)`` + | ``log10(x)`` + - | logarithm of ``a`` with base ``b`` + | ``log(x, e)`` + | ``log(x, e)`` + | ``log(x, 2)`` + | ``log(x, 10)`` + | (``log(0)`` is defined as ``-inf``) + | (NOTE: ``log`` without explicit + | base is ``ln``, not ``log10``) + - float[, float] + - float + * - | ``sin`` + | ``cos`` + | ``tan`` + | ``cot`` + | ``sec`` + | ``csc`` + - trigonometric functions + - float + - float + * - | ``arcsin`` + | ``arccos`` + | ``arctan`` + | ``arccot`` + | ``arcsec`` + | ``arccsc`` + - inverse trigonometric functions + - float + - float + * - | ``sinh`` + | ``cosh`` + | ``tanh`` + | ``coth`` + | ``sech`` + | ``csch`` + - hyperbolic functions + - float + - float + * - | ``arcsinh`` + | ``arccosh`` + | ``arctanh`` + | ``arccoth`` + | ``arcsech`` + | ``arccsch`` + - inverse hyperbolic functions + - float + - float + * - | ``piecewise(`` + | ``true_value_1,`` + | ``condition_1,`` + | ``[true_value_2,`` + | ``condition_2,]`` + | ``[...]`` + | ``[true_value_n,`` + | ``condition_n,]`` + | ``otherwise`` + | ``)`` + - | The function value is + | the ``true_value*`` for the + | first ``true`` ``condition*`` + | or ``otherwise`` if all + | conditions are ``false``. + - | ``*value*``: all float or all bool + | ``condition*``: all bool + - float + * - ``abs(x)`` + - | absolute value + | ``piecewise(x, x>=0, -x)`` + - float + - float + * - ``sign(x)`` + - | sign of ``x`` + | ``piecewise(1, x > 0, -1, x < 0, 0)`` + - float + - float + * - | ``min(a, b)`` + | ``max(a, b)`` + - | minimum / maximum of {``a``, ``b``} + | ``piecewise(a, a<=b, b)`` + | ``piecewise(a, a>=b, b)`` + - float, float + - float + +.. + END TABLE Supported functions + + +Boolean <-> float conversion +++++++++++++++++++++++++++++ + +Boolean and float values are implicitly convertible. The following rules apply: + +bool -> float: ``true`` is converted to ``1.0``, ``false`` is converted to +``0.0``. + +float -> bool: ``0.0`` is converted to ``false``, all other values are +converted to ``true``. + +Operands and function arguments are implicitly converted as needed. If there is +no signature compatible with the given types, Boolean +values are promoted to float. If there is still no compatible signature, +float values are demoted to boolean values. For example, in ``1 + true``, +``true`` is promoted to ``1.0`` and the expression is interpreted as +``1.0 + 1.0 = 2.0``, whereas in ``1 && true``, ``1`` is demoted to ``true`` and +the expression is interpreted as ``true && true = true``. + + +Identifiers +----------- + +* All identifiers in PEtab may only contain upper and lower case letters, + digits and underscores, and must not start with a digit. In PCRE2 regex, they + must match ``[a-zA-Z_][a-zA-Z_\d]*``. + +* Identifiers are case-sensitive. + +* Identifiers must not be a reserved keyword (see below). + +* Identifiers must be globally unique within the PEtab problem. + PEtab math function names must not be used as identifiers for other model + entities. PEtab does not put any further restrictions on the use of + identifiers within the model, which means modelers could potentially + use model-format--specific (e.g. SBML) function names as identifiers. + However, this is strongly discouraged. + +Reserved keywords +~~~~~~~~~~~~~~~~~ + +The following keywords, `case-insensitive`, are reserved and must not be used +as identifiers: + +* ``true``, ``false``: Boolean literals, used in PEtab expressions. +* ``inf``: Infinity, used in PEtab expressions and post-equilibration + measurements +* ``time``: Model time, used in PEtab expressions. +* ``nan``: Undefined in PEtab, but reserved to avoid implementation issues. + diff --git a/doc/src/Supported functions.tsv b/doc/src/Supported functions.tsv new file mode 100644 index 00000000..956ac4cc --- /dev/null +++ b/doc/src/Supported functions.tsv @@ -0,0 +1,13 @@ +Function Comment Argument types Evaluates to +``pow(a, b)`` power function `b`-th power of `a` float, float float +``exp(x)`` exponential function pow(e, x);(`e` itself not a supported symbol,;but ``exp(1)`` can be used instead) float float +``sqrt(x)`` square root of ``x``;``pow(x, 0.5)`` float float +``log(a, b)``;``log(x)``;``ln(x)``;``log2(x)``;``log10(x)`` logarithm of ``a`` with base ``b``;``log(x, e)``;``log(x, e)``;``log(x, 2)``;``log(x, 10)``;(``log(0)`` is defined as ``-inf``);(NOTE: ``log`` without explicit;base is ``ln``, not ``log10``) float[, float] float +``sin``;``cos``;``tan``;``cot``;``sec``;``csc`` trigonometric functions float float +``arcsin``;``arccos``;``arctan``;``arccot``;``arcsec``;``arccsc`` inverse trigonometric functions float float +``sinh``;``cosh``;``tanh``;``coth``;``sech``;``csch`` hyperbolic functions float float +``arcsinh``;``arccosh``;``arctanh``;``arccoth``;``arcsech``;``arccsch`` inverse hyperbolic functions float float +``piecewise(``; ``true_value_1,``; ``condition_1,``; ``[true_value_2,``; ``condition_2,]``; ``[...]``; ``[true_value_n,``; ``condition_n,]``; ``otherwise``;``)`` The function value is;the ``true_value*`` for the;first ``true`` ``condition*``;or ``otherwise`` if all;conditions are ``false``. ``*value*``: all float or all bool;``condition*``: all bool float +``abs(x)`` absolute value;``piecewise(x, x>=0, -x)`` float float +``sign(x)`` sign of ``x``;``piecewise(1, x>=0, -1)`` float float +``min(a, b)``;``max(a, b)`` minimum / maximum of {``a``, ``b``};``piecewise(a, a<=b, b)``;``piecewise(a, a>=b, b)`` float, float float diff --git a/doc/src/update_tables.py b/doc/src/update_tables.py new file mode 100755 index 00000000..bbc1935d --- /dev/null +++ b/doc/src/update_tables.py @@ -0,0 +1,93 @@ +#!/usr/bin/env python3 + +import pandas as pd +from pathlib import Path + +doc_dir = Path(__file__).parent.parent +table_dir = Path(__file__).parent + +MULTILINE_DELIMITER = ";" +tables = { + "Supported functions": { + "target": doc_dir / "documentation_data_format.rst", + "options": { + "header-rows": "1", + # "widths": "20 10 10 5", + }, + }, +} + + +def df_to_list_table(df, options, name): + columns = df.columns + table = f".. list-table:: {name}\n" + for option_id, option_value in options.items(): + table += f" :{option_id}: {option_value}\n" + table += "\n" + + first = True + for column in columns: + if first: + table += " * " + first = False + else: + table += " " + table += f"- | {column}\n" + + for _, row in df.iterrows(): + first = True + for column in columns: + cell = row[column] + if first: + table += " * " + first = False + else: + table += " " + table += "- " + if MULTILINE_DELIMITER in cell: + first_line = True + for line in cell.split(MULTILINE_DELIMITER): + if first_line: + table += "| " + first_line = False + else: + table += " | " + table += line + table += "\n" + else: + table += cell + table += "\n" + + return table + + +def replace_text(filename, text, start, end): + with open(filename, "r") as f: + full_text0 = f.read() + before_start = full_text0.split(start)[0] + after_end = full_text0.split(end)[1] + full_text = ( + before_start + + start + + text + + end + + after_end + ) + with open(filename, "w") as f: + f.write(full_text) + + +DISCLAIMER = "(GENERATED, DO NOT EDIT, INSTEAD EDIT IN PEtab/doc/src)" + + +for table_id, table_data in tables.items(): + target_file = table_data["target"] + options = table_data["options"] + df = pd.read_csv(table_dir/ f"{table_id}.tsv", sep="\t") + table = df_to_list_table(df, options=options, name=table_id) + replace_text( + filename=target_file, + text=table, + start=f"\n..\n START TABLE {table_id} {DISCLAIMER}\n", + end=f"\n..\n END TABLE {table_id}\n", + ) From ea3a67ee9b634d62f7d80b2657a905ddd7ab1263 Mon Sep 17 00:00:00 2001 From: Daniel Weindl Date: Thu, 5 Dec 2024 13:40:08 +0100 Subject: [PATCH 17/23] Merge pt2 --- doc/v1/documentation_data_format.rst | 564 +-------- doc/v1/gfx/petab_scope_and_files.pdf | Bin 80217 -> 68342 bytes doc/v1/gfx/petab_scope_and_files.png | Bin 184346 -> 171445 bytes doc/v1/gfx/petab_scope_and_files.svg | 177 +-- doc/v2/_static/petab_schema_v2.yaml | 14 +- doc/v2/documentation_data_format.rst | 158 ++- doc/v2/gfx/petab_scope_and_files.pdf | Bin 0 -> 80217 bytes doc/v2/gfx/petab_scope_and_files.png | Bin 0 -> 184346 bytes doc/v2/gfx/petab_scope_and_files.svg | 1652 ++++++++++++++++++++++++++ 9 files changed, 1892 insertions(+), 673 deletions(-) create mode 100644 doc/v2/gfx/petab_scope_and_files.pdf create mode 100644 doc/v2/gfx/petab_scope_and_files.png create mode 100644 doc/v2/gfx/petab_scope_and_files.svg diff --git a/doc/v1/documentation_data_format.rst b/doc/v1/documentation_data_format.rst index 4346537b..a1d52874 100644 --- a/doc/v1/documentation_data_format.rst +++ b/doc/v1/documentation_data_format.rst @@ -50,27 +50,20 @@ and - A measurement file to fit the model to [TSV] -- (optional) A condition file specifying model inputs and condition-specific parameters +- A condition file specifying model inputs and condition-specific parameters [TSV] - An observable file specifying the observation model [TSV] -- A parameter file specifying estimateable parameters and related information +- A parameter file specifying optimization parameters and related information [TSV] -- A grouping file that lists all of the files and provides additional information - including employed extensions [YAML] - - (optional) A simulation file, which has the same format as the measurement file, but contains model simulations [TSV] - (optional) A visualization file, which contains specifications how the data and/or simulations should be plotted by the visualization routines [TSV] -- (optional) A timecourses file, which describes a sequence of different - experimental conditions that are applied to the model [TSV] - - .. figure:: gfx/petab_files.png :alt: Files constituting a PEtab problem @@ -86,7 +79,7 @@ defining the parameter estimation problem. Extensions of this format (e.g. additional columns in the measurement table) are possible and intended. However, while those columns may provide extra information for example for plotting, downstream analysis, or for more -efficient parameter estimation, they should not affect the estimation +efficient parameter estimation, they should not affect the optimization problem as such. **General remarks** @@ -161,7 +154,7 @@ Detailed field description condition of that species (as amount if `hasOnlySubstanceUnits` is set to `True` for the respective species, as concentration otherwise) and will override the initial condition given in the SBML model or given by a preequilibration - condition. If no value is provided for a condition, the result of the + condition. If ``NaN`` is provided for a condition, the result of the preequilibration (or initial condition from the SBML model, if no preequilibration is defined) is used. @@ -170,56 +163,6 @@ Detailed field description If a compartment ID is provided, it is interpreted as the initial compartment size. - - `expressions` - - Expressions containing more than a single parameter ID or numberical - value are allowed. Any model entity Id in the condition table will be interpreted as - the value of that model entity at the last time point before - changing to the condition represented by the current row (similar - to an SBML event with ``useValuesFromTriggerTime=True``). The first - condition of any timecourse may only refer to parameter IDs that - are listed in the parameter table, but not to any other model - entity (This is because there is no “last timepoint” before - changing to this first condition.) For example - - - given a timecourse ``0:condition1;10:condition2`` and two constant - model parameters ``par1``, ``par2`` and the two conditions: - - - ``condition1``: {``par1=0.1``, ``par2=0.2``} - - ``condition2``: {``par1=par2``, ``par2=par1``} - - This is okay, since no circular dependencies exist: ``par1 = 0.2``, ``par2=0.1`` - - - given a ``timecourse 0:condition1`` and two model parameters - ``par1``, ``par2`` with only a single condition: - - - ``condition1``: {``par1=par2``, ``par2=par1``} - - This is not allowed, in the first condition of the timecourse ``par1``, ``par2`` - cannot be used in the right-hand side of the assignment - - - Given a condition: ``condition1``: {``par1=par3``, ``par2=2*par3``} - - This is allowed. - - Condition changes should be implemented to respect the dependency - graph between model components: - - - When a condition changes quantity ``A`` and ``B``, and ``B`` is dependent on - ``A``, the change in quantity A should be applied first such that the - new value for ``B`` is consistent with what is specified in the - condition. - - - For example, concentrations are generally dependent on volume - i.e. when a model compartment volume changes, the concentrations - of all species in that compartment change too, because mass is - usually conserved. In this case, if a condition change involves a - change in both a compartment volume and a species concentration, - then the compartment change should be applied first. Otherwise, - the species concentration after the condition is applied, will not - match the concentration specified by the user, because it would be - modified by the volume change. - Measurement table ----------------- @@ -230,13 +173,13 @@ model training or validation. Expected to have the following named columns in any (but preferably this) order: -+--------------+--------------+-------------+--------------+ -| observableId | timecourseId | measurement | time | -+==============+==============+=============+==============+ -| observableId | timecourseId | NUMERIC | NUMERIC\|inf | -+--------------+--------------+-------------+--------------+ -| ... | ... | ... | ... | -+--------------+--------------+-------------+--------------+ ++--------------+-------------------------------+-----------------------+-------------+--------------+ +| observableId | [preequilibrationConditionId] | simulationConditionId | measurement | time | ++==============+===============================+=======================+=============+==============+ +| observableId | [conditionId] | conditionId | NUMERIC | NUMERIC\|inf | ++--------------+-------------------------------+-----------------------+-------------+--------------+ +| ... | ... | ... | ... | ... | ++--------------+-------------------------------+-----------------------+-------------+--------------+ *(wrapped for readability)* @@ -269,7 +212,17 @@ Detailed field description - ``observableId`` [STRING, NOT NULL, REFERENCES(observables.observableID)] - Observable ID as defined in the observable table described below. + Observable ID as defined in the observables table described below. + +- ``preequilibrationConditionId`` [STRING OR NULL, REFERENCES(conditionsTable.conditionID), OPTIONAL] + + The ``conditionId`` to be used for preequilibration. E.g. for drug + treatments, the model would be preequilibrated with the no-drug condition. + Empty for no preequilibration. + +- ``simulationConditionId`` [STRING, NOT NULL, REFERENCES(conditionsTable.conditionID)] + + ``conditionId`` as provided in the condition table, specifying the condition-specific parameters used for simulation. - ``measurement`` [NUMERIC, NOT NULL] @@ -279,12 +232,6 @@ Detailed field description Time point of the measurement in the time unit specified in the SBML model, numeric value or ``inf`` (lower-case) for steady-state measurements. -- ``timecourseId`` [STRING, NOT NULL, REFERENCES(timecoursesTable.timecourseID)] - - Timecourse ID as defined in the time courses table described below. This column may - have ``NA`` values, which are interpreted as *use the model as is*. - This avoids the need for “dummy” conditions and timecourses. - - ``observableParameters`` [NUMERIC, STRING OR NULL, OPTIONAL] This field allows overriding or introducing condition-specific versions of @@ -301,7 +248,7 @@ Detailed field description Different lines for the same ``observableId`` may specify different parameters. This may be used to account for condition-specific or - batch-specific parameters. This will translate into an extended estimation + batch-specific parameters. This will translate into an extended optimization parameter vector. All placeholders defined in the observation model must be overwritten here. @@ -309,7 +256,7 @@ Detailed field description - ``noiseParameters`` [NUMERIC, STRING OR NULL, OPTIONAL] - The measurement standard deviation or empty if the corresponding sigma is a + The measurement standard deviation or ``NaN`` if the corresponding sigma is a model parameter. Numeric values or parameter names are allowed. Same rules apply as for @@ -330,8 +277,8 @@ Detailed field description ``datasetId``, which is helpful for plotting e.g. error bars. -Observable table ----------------- +Observables table +----------------- Parameter estimation requires linking experimental observations to the model of interest. Therefore, one needs to define observables (model outputs) and @@ -551,36 +498,23 @@ Detailed field description Scale of the parameter to be used during parameter estimation. - ``lin`` - Use the parameter value, ``lowerBound``, ``upperBound``, and - ``nominalValue`` without transformation. - ``log`` - Take the natural logarithm of the parameter value, ``lowerBound``, - ``upperBound``, and ``nominalValue`` during parameter estimation. - ``log10`` - Take the logarithm to base 10 of the parameter value, ``lowerBound``, - ``upperBound``, and ``nominalValue`` during parameter estimation. - - ``lowerBound`` [NUMERIC] - Lower bound of the parameter used for estimation. + Lower bound of the parameter used for optimization. Optional, if ``estimate==0``. - The provided value should be untransformed, as it will be transformed - according to ``parameterScale`` during parameter estimation. + Must be provided in linear space, independent of ``parameterScale``. - ``upperBound`` [NUMERIC] - Upper bound of the parameter used for estimation. + Upper bound of the parameter used for optimization. Optional, if ``estimate==0``. - The provided value should be untransformed, as it will be transformed - according to ``parameterScale`` during parameter estimation. + Must be provided in linear space, independent of ``parameterScale``. - ``nominalValue`` [NUMERIC] Some parameter value to be used if the parameter is not subject to estimation (see ``estimate`` below). - The provided value should be untransformed, as it will be transformed - according to ``parameterScale`` during parameter estimation. + Must be provided in linear space, independent of ``parameterScale``. Optional, unless ``estimate==0``. - ``estimate`` [BOOL 0|1] @@ -590,7 +524,7 @@ Detailed field description - ``initializationPriorType`` [STRING, OPTIONAL] - Prior types used for sampling of initial points for estimation. Sampled + Prior types used for sampling of initial points for optimization. Sampled points are clipped to lie inside the parameter boundaries specified by ``lowerBound`` and ``upperBound``. Defaults to ``parameterScaleUniform``. @@ -608,7 +542,7 @@ Detailed field description - ``initializationPriorParameters`` [STRING, OPTIONAL] - Prior parameters used for sampling of initial points for estimation, + Prior parameters used for sampling of initial points for optimization, separated by a semicolon. Defaults to ``lowerBound;upperBound``. The parameters are expected to be in linear scale except for the ``parameterScale`` priors, where the prior parameters are expected to be @@ -628,12 +562,12 @@ Detailed field description - ``objectivePriorType`` [STRING, OPTIONAL] - Prior types used for the objective function during estimation. + Prior types used for the objective function during optimization or sampling. For possible values, see ``initializationPriorType``. - ``objectivePriorParameters`` [STRING, OPTIONAL] - Prior parameters used for the objective function during estimation. + Prior parameters used for the objective function during optimization. For more detailed documentation, see ``initializationPriorParameters``. @@ -752,11 +686,8 @@ Detailed field description Extensions ~~~~~~~~~~ -Additional columns, such as ``Color``, etc. may be specified. Extensions -that define operations on multiple PEtab problems need to employ a single -PEtab YAML file as entrypoint to the analysis. This PEtab file may leave all -fields specifying files empty and reference the other PEtab problems in the -extension specific fields. +Additional columns, such as ``Color``, etc. may be specified. + Examples ~~~~~~~~ @@ -773,7 +704,7 @@ To link the SBML model, measurement table, condition table, etc. in an unambiguous way, we use a `YAML `_ file. This file also allows specifying a PEtab version (as the format is not unlikely -to change in the future) and employed PEtab extensions. +to change in the future). Furthermore, this can be used to describe parameter estimation problems comprising multiple models (more details below). @@ -794,422 +725,3 @@ allows to specify multiple SBML models with corresponding condition and measurement tables, and one joint parameter table. This means that the parameter namespace is global. Therefore, parameters with the same ID in different models will be considered identical. - - -Timecourses table ------------------ - -The optional time courses tabke describes a sequence of different experimental -conditions (here: discrete changes) that are applied to the model. - -This is specified as a tab-separated value file in the following way: - -+--------------------+-------------------------------------------------+ -| timecourseId | timecourse | -+====================+=================================================+ -| STRING | STRING | -+--------------------+-------------------------------------------------+ -| timecourse_1 | 0:condition_1;10:condition_2;250:condition_3 | -+--------------------+-------------------------------------------------+ -| patient_3 | -inf:condition_1;0:condition_2 | -+--------------------+-------------------------------------------------+ -| i | -20: | -| ntervention_effect | no_lockdown;20:mild_lockdown;40:severe_lockdown | -+--------------------+-------------------------------------------------+ - -Detailed field description -~~~~~~~~~~~~~~~~~~~~~~~~~~ - -The time courses table with two mandatory columns ``timecourseId`` and -``timecourse``: - -- ``timecourseId`` [STRING, NOT NULL] - - Identifier of the timecourse. The usual PEtab identifier requirements apply. - -- ``timecourse``: [STRING, NOT NULL] - - A semicolon-separated list of different phases of the experiment along with - their starting time. A value in the ``timecourse`` column takes the format - ``[TIMEPOINT:CONDITION_ID;...]``. - - ``TIMEPOINT`` can be: - - - ``-inf``: Marking the following condition as pre-equilibration - condition. (Despite ``-inf``, the pre-equilibration-starts at ``t=0`` and - simulation time is reset to ``TIMEPOINT`` of the following condition - afterwards). - - - ``float``: The timepoint at which to switch to the following - condition. The start time of the first non-preequilibration - condition is ``t_0``. If ``t_0`` is non-zero, then simulators are expected - to simulate from this non-zero time, not zero. - - - ``float0:float1``: indicates repetition of a period from ``time=float0``, - every ``float1`` time units, until the next period - -``CONDITION_ID``: - - References condition IDs from the conditions table that specify which - changes to apply at ``TIMEPOINT`` - - Note: The time interval in which a condition is applied includes the - respective starting timepoint, but excludes the starting timepoint of - the following condition. This means that for a timecourse - ``[time_A:condition_A; time_B:condition_B]``, ``condition_A`` is active - during the interval ``[time_A, time_B)``. This implies that any event - assignment that triggers at ``time_B`` will occur *after* ``condition_B`` was - applied and for any measurements at ``time_B``, the observables will be - evaluated *after* ``condition_B`` was applied. - - -Math expressions syntax ------------------------ - -This section describes the syntax of math expressions used in PEtab files, such -as the observable formulas. - -Supported symbols, literals, and operations are described in the following. Whitespace is ignored in math expressions. - - -Symbols -~~~~~~~ - -* The supported identifiers are: - - * parameter IDs from the parameter table - * model entity IDs that are globally unique and have a clear interpretation - in the math expression context - * observable IDs from the observable table - * PEtab placeholder IDs in the observable and noise formulas - * PEtab entity IDs in the mapping table - * ``time`` for the model time - * PEtab function names listed below - - Identifiers are not supported if they do not match the PEtab identifier - format. PEtab expressions may have further context-specific restrictions on - supported identifiers. - -* The functions defined in PEtab are tabulated below. Other functions, - including those defined in the model, remain undefined in PEtab expressions. - -* Special symbols (such as :math:`e` and :math:`\pi`) are not supported, and - neither is NaN (not-a-number). - -Model time -++++++++++ - -The model time is represented by the symbol ``time``, which is the current -simulated time, not the current duration of simulated time; if the simulation -starts at :math:`t_0 \neq 0`, then ``time`` is *not* the time since -:math:`t_0`. - - -Literals -~~~~~~~~ - -Numbers -+++++++ - -All numbers, including integers, are treated as floating point numbers of -undefined precision (although no less than double precision should be used. -Only decimal notation is supported. Scientific notation -is supported, with the exponent indicated by ``e`` or ``E``. The decimal -separator is indicated by ``.``. -Examples of valid numbers are: ``1``, ``1.0``, ``-1.0``, ``1.0e-3``, ``1.0e3``, -``1e+3``. The general syntax in PCRE2 regex is ``\d*(\.\d+)?([eE][-+]?\d+)?``. -``inf`` and ``-inf`` are supported as positive and negative infinity. - -Booleans -++++++++ - -Boolean literals are ``true`` and ``false``. - - -Operations -~~~~~~~~~~ - -Operators -+++++++++ - -The supported operators are: - -.. list-table:: Supported operators in PEtab math expressions. - :header-rows: 1 - - * - Operator - - Precedence - - Interpretation - - Associativity - - Arguments - - Evaluates to - * - ``f(arg1[, arg2, ...])`` - - 1 - - call to function `f` with arguments `arg1`, `arg2`, ... - - left-to-right - - any - - input-dependent - * - | ``()`` - | - - | 1 - | - - | parentheses for grouping - | acts like identity - - | - | - - | any single expression - | - - | argument - | - * - | ``^`` - | - - | 2 - | - - | exponentiation - | (shorthand for pow) - - | right-to-left - | - - | float, float - | - - | float - | - * - | ``+`` - | ``-`` - - | 3 - - | unary plus - | unary minus - - | right-to-left - - | float - - | float - * - ``!`` - - 3 - - not - - - - bool - - bool - * - | ``*`` - | ``/`` - - | 4 - - | multiplication - | division - - | left-to-right - - | float, float - - | float - * - | ``+`` - | ``-`` - - | 5 - - | binary plus, addition - | binary minus, subtraction - - | left-to-right - - | float, float - - | float - * - | ``<`` - | ``<=`` - | ``>`` - | ``>=`` - - | 6 - - | less than - | less than or equal to - | greater than - | greater than or equal to - - | left-to-right - - | float, float - - | bool - * - | ``==`` - | ``!=`` - - | 6 - - | is equal to - | is not equal to - - | left-to-right - - | (float, float) or (bool, bool) - - | bool - * - | ``&&`` - | ``||`` - - | 7 - - | logical `and` - | logical `or` - - | left-to-right - - | bool, bool - - | bool - * - ``,`` - - 8 - - function argument separator - - left-to-right - - any - - - -Note that operator precedence might be unexpected, compared to other programming -languages. Use parentheses to enforce the desired order of operations. - -Operators must be specified; there are no implicit operators. -For example, ``a b`` is invalid, unlike ``a * b``. - -Functions -+++++++++ - -The following functions are supported: - -.. - START TABLE Supported functions (GENERATED, DO NOT EDIT, INSTEAD EDIT IN PEtab/doc/src) -.. list-table:: Supported functions - :header-rows: 1 - - * - | Function - - | Comment - - | Argument types - - | Evaluates to - * - ``pow(a, b)`` - - power function `b`-th power of `a` - - float, float - - float - * - ``exp(x)`` - - | exponential function pow(e, x) - | (`e` itself not a supported symbol, - | but ``exp(1)`` can be used instead) - - float - - float - * - ``sqrt(x)`` - - | square root of ``x`` - | ``pow(x, 0.5)`` - - float - - float - * - | ``log(a, b)`` - | ``log(x)`` - | ``ln(x)`` - | ``log2(x)`` - | ``log10(x)`` - - | logarithm of ``a`` with base ``b`` - | ``log(x, e)`` - | ``log(x, e)`` - | ``log(x, 2)`` - | ``log(x, 10)`` - | (``log(0)`` is defined as ``-inf``) - | (NOTE: ``log`` without explicit - | base is ``ln``, not ``log10``) - - float[, float] - - float - * - | ``sin`` - | ``cos`` - | ``tan`` - | ``cot`` - | ``sec`` - | ``csc`` - - trigonometric functions - - float - - float - * - | ``arcsin`` - | ``arccos`` - | ``arctan`` - | ``arccot`` - | ``arcsec`` - | ``arccsc`` - - inverse trigonometric functions - - float - - float - * - | ``sinh`` - | ``cosh`` - | ``tanh`` - | ``coth`` - | ``sech`` - | ``csch`` - - hyperbolic functions - - float - - float - * - | ``arcsinh`` - | ``arccosh`` - | ``arctanh`` - | ``arccoth`` - | ``arcsech`` - | ``arccsch`` - - inverse hyperbolic functions - - float - - float - * - | ``piecewise(`` - | ``true_value_1,`` - | ``condition_1,`` - | ``[true_value_2,`` - | ``condition_2,]`` - | ``[...]`` - | ``[true_value_n,`` - | ``condition_n,]`` - | ``otherwise`` - | ``)`` - - | The function value is - | the ``true_value*`` for the - | first ``true`` ``condition*`` - | or ``otherwise`` if all - | conditions are ``false``. - - | ``*value*``: all float or all bool - | ``condition*``: all bool - - float - * - ``abs(x)`` - - | absolute value - | ``piecewise(x, x>=0, -x)`` - - float - - float - * - ``sign(x)`` - - | sign of ``x`` - | ``piecewise(1, x > 0, -1, x < 0, 0)`` - - float - - float - * - | ``min(a, b)`` - | ``max(a, b)`` - - | minimum / maximum of {``a``, ``b``} - | ``piecewise(a, a<=b, b)`` - | ``piecewise(a, a>=b, b)`` - - float, float - - float - -.. - END TABLE Supported functions - - -Boolean <-> float conversion -++++++++++++++++++++++++++++ - -Boolean and float values are implicitly convertible. The following rules apply: - -bool -> float: ``true`` is converted to ``1.0``, ``false`` is converted to -``0.0``. - -float -> bool: ``0.0`` is converted to ``false``, all other values are -converted to ``true``. - -Operands and function arguments are implicitly converted as needed. If there is -no signature compatible with the given types, Boolean -values are promoted to float. If there is still no compatible signature, -float values are demoted to boolean values. For example, in ``1 + true``, -``true`` is promoted to ``1.0`` and the expression is interpreted as -``1.0 + 1.0 = 2.0``, whereas in ``1 && true``, ``1`` is demoted to ``true`` and -the expression is interpreted as ``true && true = true``. - - -Identifiers ------------ - -* All identifiers in PEtab may only contain upper and lower case letters, - digits and underscores, and must not start with a digit. In PCRE2 regex, they - must match ``[a-zA-Z_][a-zA-Z_\d]*``. - -* Identifiers are case-sensitive. - -* Identifiers must not be a reserved keyword (see below). - -* Identifiers must be globally unique within the PEtab problem. - PEtab math function names must not be used as identifiers for other model - entities. PEtab does not put any further restrictions on the use of - identifiers within the model, which means modelers could potentially - use model-format--specific (e.g. SBML) function names as identifiers. - However, this is strongly discouraged. - -Reserved keywords -~~~~~~~~~~~~~~~~~ - -The following keywords, `case-insensitive`, are reserved and must not be used -as identifiers: - -* ``true``, ``false``: Boolean literals, used in PEtab expressions. -* ``inf``: Infinity, used in PEtab expressions and post-equilibration - measurements -* ``time``: Model time, used in PEtab expressions. -* ``nan``: Undefined in PEtab, but reserved to avoid implementation issues. diff --git a/doc/v1/gfx/petab_scope_and_files.pdf b/doc/v1/gfx/petab_scope_and_files.pdf index e0ca20f41ce39e3fb5edc1cd3bffbc6943e4880f..223c53b3396bf8efec1784ba25393d83e5410ed2 100644 GIT binary patch delta 40992 zcmZU(b981+^DaEG?%1|%ClhmG+qQkjwkOtv6Wg|J+qTa0yx;pf=R51Hwg0GHySi6j z-FyU{vbltZP4+&Xn#Nq!AyhVjm$Ma{ 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inkscape:window-y="0" inkscape:window-maximized="1" inkscape:snap-global="true" fit-margin-top="0" fit-margin-left="0" fit-margin-right="0" fit-margin-bottom="0" - inkscape:document-rotation="0" - inkscape:showpageshadow="2" - inkscape:pagecheckerboard="0" - inkscape:deskcolor="#d1d1d1" /> + inkscape:document-rotation="0" /> @@ -854,14 +853,14 @@ transform="matrix(0.4999368,0,0,0.49990604,-57.129388,202.66202)" style="stroke-linecap:butt;stroke-linejoin:round"> + style="opacity:1;fill:#e6e6e6;fill-opacity:1;fill-rule:nonzero;stroke:#b3b3b3;stroke-width:0.7501179;stroke-linecap:round;stroke-linejoin:bevel;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1" /> Measurement table + style="opacity:1;fill:#800000;fill-opacity:0.1254902;fill-rule:nonzero;stroke:#800000;stroke-width:0.75;stroke-linecap:round;stroke-linejoin:bevel;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1" /> + d="M 56.195526,188.71858 H 185.87627" + style="fill:none;fill-rule:evenodd;stroke:#000000;stroke-width:0.26458332px;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1" /> observableId timecourseId time measurementobservableId simulationConditionId time measurementObservable1 Timecourse1 1.0 2.0Observable1 Condition1 1.0 2.0Observable2 Timecourse2 1.0 3.0Observable2 Condition2 1.0 3.0... - + style="fill:none;fill-rule:evenodd;stroke:#000000;stroke-width:0.26458332px;stroke-linecap:butt;stroke-linejoin:miter;stroke-opacity:1" /> ... - - - Timecourses table - - - - timecourseId timecourseTimecourse1 0:Condition1 Timecourse2 0:Condition2 ... - - + width="32.605465" + height="39.663139" + x="198.74965" + y="-10.840137" + rx="2.6461678" + ry="2.6463306" /> long) +* ``simulationConditionId`` and ``preequilibrationConditionId`` are replaced + by ``experimentId`` and a more flexible way for defining experiments / + time courses +* Support for math expressions in the condition table * Clarification and specification of various previously underspecified aspects (math expressions, overriding values in the condition table, etc.) * Support for extensions @@ -195,6 +204,56 @@ Detailed field description If the model has a concept of species and a species ID is provided, its value is interpreted as amount or concentration in the same way as anywhere else in the model. + - `expressions` + + Expressions containing more than a single parameter ID or numerical + value are allowed. Any model entity Id in the condition table will be interpreted as + the value of that model entity at the last time point before + changing to the condition represented by the current row (similar + to an SBML event with ``useValuesFromTriggerTime=True``). The first + condition of any timecourse may only refer to parameter IDs that + are listed in the parameter table, but not to any other model + entity (This is because there is no “last timepoint” before + changing to this first condition.) For example + + - given a timecourse ``0:condition1;10:condition2`` and two constant + model parameters ``par1``, ``par2`` and the two conditions: + + - ``condition1``: {``par1=0.1``, ``par2=0.2``} + - ``condition2``: {``par1=par2``, ``par2=par1``} + + This is okay, since no circular dependencies exist: ``par1 = 0.2``, ``par2=0.1`` + + - given a ``timecourse 0:condition1`` and two model parameters + ``par1``, ``par2`` with only a single condition: + + - ``condition1``: {``par1=par2``, ``par2=par1``} + + This is not allowed, in the first condition of the timecourse ``par1``, ``par2`` + cannot be used in the right-hand side of the assignment + + - Given a condition: ``condition1``: {``par1=par3``, ``par2=2*par3``} + + This is allowed. + + Condition changes should be implemented to respect the dependency + graph between model components: + + - When a condition changes quantity ``A`` and ``B``, and ``B`` is dependent on + ``A``, the change in quantity A should be applied first such that the + new value for ``B`` is consistent with what is specified in the + condition. + + - For example, concentrations are generally dependent on volume + i.e. when a model compartment volume changes, the concentrations + of all species in that compartment change too, because mass is + usually conserved. In this case, if a condition change involves a + change in both a compartment volume and a species concentration, + then the compartment change should be applied first. Otherwise, + the species concentration after the condition is applied, will not + match the concentration specified by the user, because it would be + modified by the volume change. + Measurement table ----------------- @@ -205,13 +264,13 @@ model training or validation. Expected to have the following named columns in any (but preferably this) order: -+--------------+-------------------------------+-----------------------+-------------+--------------+ -| observableId | [preequilibrationConditionId] | simulationConditionId | measurement | time | -+==============+===============================+=======================+=============+==============+ -| observableId | [conditionId] | conditionId | NUMERIC | NUMERIC\|inf | -+--------------+-------------------------------+-----------------------+-------------+--------------+ -| ... | ... | ... | ... | ... | -+--------------+-------------------------------+-----------------------+-------------+--------------+ ++--------------+--------------+-------------+--------------+ +| observableId | experimentId | measurement | time | ++==============+==============+=============+==============+ +| observableId | experimentID | NUMERIC | NUMERIC\|inf | ++--------------+--------------+-------------+--------------+ +| ... | ... | ... | ... | ++--------------+--------------+-------------+--------------+ *(wrapped for readability)* @@ -246,15 +305,11 @@ Detailed field description Observable ID as defined in the observable table described below. -- ``preequilibrationConditionId`` [STRING OR NULL, REFERENCES(conditionsTable.conditionID), OPTIONAL] +- ``experimentId`` [STRING, NOT NULL, REFERENCES(experimentsTable.experimentID)] - The ``conditionId`` to be used for preequilibration. E.g. for drug - treatments, the model would be preequilibrated with the no-drug condition. - Empty for no preequilibration. - -- ``simulationConditionId`` [STRING, NOT NULL, REFERENCES(conditionsTable.conditionID)] - - ``conditionId`` as provided in the condition table, specifying the condition-specific parameters used for simulation. + Experiment ID as defined in the experiments table described below. This column may + have ``NA`` values, which are interpreted as *use the model as is*. + This avoids the need for "dummy" conditions and experiments. - ``measurement`` [NUMERIC, NOT NULL] @@ -823,6 +878,73 @@ namespace is global. Therefore, parameters with the same ID in different models will be considered identical. +Timecourses table +----------------- + +The optional time courses table describes a sequence of different experimental +conditions (here: discrete changes) that are applied to the model. + +This is specified as a tab-separated value file in the following way: + ++--------------------+-------------------------------------------------+ +| timecourseId | timecourse | ++====================+=================================================+ +| STRING | STRING | ++--------------------+-------------------------------------------------+ +| timecourse_1 | 0:condition_1;10:condition_2;250:condition_3 | ++--------------------+-------------------------------------------------+ +| patient_3 | -inf:condition_1;0:condition_2 | ++--------------------+-------------------------------------------------+ +| i | -20: | +| ntervention_effect | no_lockdown;20:mild_lockdown;40:severe_lockdown | ++--------------------+-------------------------------------------------+ + +Detailed field description +~~~~~~~~~~~~~~~~~~~~~~~~~~ + +The time courses table with two mandatory columns ``timecourseId`` and +``timecourse``: + +- ``timecourseId`` [STRING, NOT NULL] + + Identifier of the timecourse. The usual PEtab identifier requirements apply. + +- ``timecourse``: [STRING, NOT NULL] + + A semicolon-separated list of different phases of the experiment along with + their starting time. A value in the ``timecourse`` column takes the format + ``[TIMEPOINT:CONDITION_ID;...]``. + + ``TIMEPOINT`` can be: + + - ``-inf``: Marking the following condition as pre-equilibration + condition. (Despite ``-inf``, the pre-equilibration-starts at ``t=0`` and + simulation time is reset to ``TIMEPOINT`` of the following condition + afterwards). + + - ``float``: The timepoint at which to switch to the following + condition. The start time of the first non-preequilibration + condition is ``t_0``. If ``t_0`` is non-zero, then simulators are expected + to simulate from this non-zero time, not zero. + + - ``float0:float1``: indicates repetition of a period from ``time=float0``, + every ``float1`` time units, until the next period + +``CONDITION_ID``: + + References condition IDs from the conditions table that specify which + changes to apply at ``TIMEPOINT`` + + Note: The time interval in which a condition is applied includes the + respective starting timepoint, but excludes the starting timepoint of + the following condition. This means that for a timecourse + ``[time_A:condition_A; time_B:condition_B]``, ``condition_A`` is active + during the interval ``[time_A, time_B)``. This implies that any event + assignment that triggers at ``time_B`` will occur *after* ``condition_B`` was + applied and for any measurements at ``time_B``, the observables will be + evaluated *after* ``condition_B`` was applied. + + Math expressions syntax ----------------------- diff --git a/doc/v2/gfx/petab_scope_and_files.pdf b/doc/v2/gfx/petab_scope_and_files.pdf new file mode 100644 index 0000000000000000000000000000000000000000..e0ca20f41ce39e3fb5edc1cd3bffbc6943e4880f GIT binary patch literal 80217 zcmdSA1yEf}voMOgyR&fu1lYK{y96h=ySuwXf(Ca9A-KCka0u=mTsE$cg4wl^_F5D-9cc5yN_v_ykq-^}O?){8? zEw#90wpj}neiEUR8evB?uF^+?uPLgaCC6+pc3=hK`Od@@mg^0)$`@S?#t^F8}~jc zFm!QO^xV`h(-#glr=3h8L@FE&`Noi+A+YQubG^E~9340L@4S|2ynH<3w0O?Azg3;* zd9I9K!b4%ltWHCrQc-SX$QKaKb@hiMBkXyve1$tN+T#zM4X2D+Rs*ITWQJPpNr0Bk zhQ`}ZfLg{mH0hWgOA)5%>=Le$74+#x%THSN1RWlZG_5a6i)cOHrZAKn@jL?)Cq*VfOn0z0Ohv)sRO&A8N)Ss8<_8&$)2vUK_hAnBUXn2z#_UCE-4 zRk(Jj(7ax593LLW%6G9xdm8PFEB(CvZ?Co=9|s>BNwfW~PxOn|ePo|C$M%k2b8n=W 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noise model + + + y1 = sa ⋅ x1 y2 = ca + x2...y1 = sb ⋅ x1 y2 = cb + x2... + + + + y1 = s ⋅ x1 y2 = c + x2... + + + + + + + + + + + + + + + + Condition table + + + + + conditionId p1 p2 ...Condition1 1.0 1.0 Condition2 5.0 4.0 ... + + + + + Observable table + + + + + observableId observableFormula noiseDistribution noiseParametersObservable1 s · x1 normal 1.0Observable2 c + x2 laplace 3.0... + + + + + Model + + + + + Measurement table + + + + observableId timecourseId time measurementObservable1 Timecourse1 1.0 2.0Observable2 Timecourse2 1.0 3.0... + + + + Parameter table + + + + + + parameterId estimate nominalValueParameter1 1 Parameter2 0 3.0... + + + + + Timecourses table + + + + timecourseId timecourseTimecourse1 0:Condition1 Timecourse2 0:Condition2 ... + + + + + A + Typical experimental and model setup and workflow + + + B + Representation of the workflow elements in PEtab + + + + + σ1 = 0.1 ⋅ x1σ2 = 0.5...σ1 = 1.0σ2 = 2.0... + + Condition-specific noise model + + + + + + + + + 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zLJ^j3vucgCuXv`%7~d(MvSwJ>lyWx4T5-6pYs$57@k2}wbUQa@xm3tMMrYMs?!u7k f)?1!$^WdWtu&?b182%zp!9R2ZWBn(3Hdp=!+`@$) literal 0 HcmV?d00001 diff --git a/doc/v2/gfx/petab_files.svg b/doc/v2/gfx/petab_files.svg new file mode 100644 index 00000000..9ede262e --- /dev/null +++ b/doc/v2/gfx/petab_files.svg @@ -0,0 +1,3489 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + YAML + + + + + + + Problem + • Grouping model +and other tables +• Combination of +multiple files + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + • Reactionnetwork + Model + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + • Parametertransformations• Bounds• Prior information + • Data visualization• Model fit + • Condition-specificparameters + • Measured values• Preequilibration• Noise• Output parameters + Parameters + ExperimentalConditions + Measurements + Visualization + • Observation functions• Noise model + Observables + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + • Sequences of experimental conditionl + Experiments + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + From ce8b040156262858fe9f572222857e909e98e4d6 Mon Sep 17 00:00:00 2001 From: Daniel Weindl Date: Thu, 5 Dec 2024 13:56:11 +0100 Subject: [PATCH 19/23] restore v1 schema --- doc/v1/_static/petab_schema_v1.yaml | 47 +++-------------------------- 1 file changed, 5 insertions(+), 42 deletions(-) diff --git a/doc/v1/_static/petab_schema_v1.yaml b/doc/v1/_static/petab_schema_v1.yaml index 78a5628d..bf012e57 100644 --- a/doc/v1/_static/petab_schema_v1.yaml +++ b/doc/v1/_static/petab_schema_v1.yaml @@ -6,13 +6,8 @@ description: PEtab parameter estimation problem config file schema properties: format_version: - anyof: - - type: string - # (corresponding to PEP 440). - pattern: ^([1-9][0-9]*!)?(0|[1-9][0-9]*)(\.(0|[1-9][0-9]*))*((a|b|rc)(0|[1-9][0-9]*))?(\.post(0|[1-9][0-9]*))?(\.dev(0|[1-9][0-9]*))?$ - - type: integer - - description: Version of the PEtab format + type: integer + description: Version of the PEtab format (e.g. 1). parameter_file: oneOf: @@ -22,6 +17,7 @@ properties: File name (absolute or relative) or URL to PEtab parameter table containing parameters of all models listed in `problems`. A single table may be split into multiple files and described as an array here. + problems: type: array description: | @@ -35,7 +31,7 @@ properties: type: object description: | A set of PEtab model, condition, observable and measurement - files and optional visualization and time courses files. + files and optional visualization files. properties: sbml_files: @@ -78,44 +74,11 @@ properties: type: string description: PEtab visualization file name or URL. - timecourse_files: - type: array - description: List of PEtab time courses files - - items: - type: string - description: PEtab time courses file name or URL. - required: - sbml_files - observable_files - measurement_files - - extensions: - type: object - description: | - PEtab extensions being used. - patternProperties: - "^[a-zA-Z][\\-\\w]*$": - - type: object - description: | - Information on a specific extension - properties: - version: - type: string - pattern: ^([1-9][0-9]*!)?(0|[1-9][0-9]*)(\.(0|[1-9][0-9]*))*((a|b|rc)(0|[1-9][0-9]*))?(\.post(0|[1-9][0-9]*))?(\.dev(0|[1-9][0-9]*))?$ - required: - type: bool - description: | - Indicates whether the extension is required for the - mathematical interpretation of problem. - required: - - version - - required - additionalProperties: true - - additionalProperties: false + - condition_files required: - format_version From 5933d5a96efeb153374d363baa846c25a6ef663b Mon Sep 17 00:00:00 2001 From: Daniel Weindl Date: Thu, 5 Dec 2024 14:33:31 +0100 Subject: [PATCH 20/23] Update experiment table --- doc/v2/documentation_data_format.rst | 132 +++++++++++++-------------- 1 file changed, 63 insertions(+), 69 deletions(-) diff --git a/doc/v2/documentation_data_format.rst b/doc/v2/documentation_data_format.rst index 618f7588..f9f7248d 100644 --- a/doc/v2/documentation_data_format.rst +++ b/doc/v2/documentation_data_format.rst @@ -47,7 +47,7 @@ Overview The PEtab data format specifies a parameter estimation problem using a number of text-based files ( `Tab-Separated Values (TSV) `_) -(Figure 2), i.e. +(Figure 2), i.e.: - A model @@ -56,7 +56,7 @@ of text-based files ( - (optional) A condition file specifying model inputs and condition-specific parameters [TSV] -- (optional) A timecourses file, which describes a sequence of different +- (optional) An experiments file, which describes a sequence of different experimental conditions that are applied to the model [TSV] - An observable file specifying the observation model [TSV] @@ -309,7 +309,8 @@ Detailed field description Experiment ID as defined in the experiments table described below. This column may have ``NA`` values, which are interpreted as *use the model as is*. - This avoids the need for "dummy" conditions and experiments. + This avoids the need for "dummy" conditions and experiments if only a single + condition is required. - ``measurement`` [NUMERIC, NOT NULL] @@ -364,6 +365,65 @@ Detailed field description ``datasetId``, which is helpful for plotting e.g. error bars. +Experiments table +----------------- + +The optional experiments table describes a sequence of different experimental +conditions (here: discrete changes) that are applied to the model. + +This is specified as a tab-separated value file in the following way: + ++---------------------+-------------------+-----------------+ +| experimentId | time | conditionId | ++=====================+===================+=================+ +| PETAB_ID | NUMERIC or '-inf' | CONDITION_ID | ++---------------------+-------------------+-----------------+ +| timecourse_1 | 0 | condition_1 | ++---------------------+-------------------+-----------------+ +| timecourse_1 | 10 | condition_2 | ++---------------------+-------------------+-----------------+ +| timecourse_1 | 250 | condition_3 | ++---------------------+-------------------+-----------------+ +| patient_3 | -inf | condition_1 | ++---------------------+-------------------+-----------------+ +| patient_3 | 0 | condition_2 | ++---------------------+-------------------+-----------------+ +| intervention_effect | -20 | no_lockdown | ++---------------------+-------------------+-----------------+ +| intervention_effect | 20 | mild_lockdown | ++---------------------+-------------------+-----------------+ +| intervention_effect | 40 | severe_lockdown | ++---------------------+-------------------+-----------------+ + +Detailed field description +~~~~~~~~~~~~~~~~~~~~~~~~~~ + +The time courses table with three mandatory columns ``experimentId``, +``time``, and ``conditionId``: + +- ``experimentId`` [STRING, NOT NULL] + + Identifier of the experiment. The usual PEtab identifier requirements apply. + This is referenced by the ``experimentId`` column in the measurement table. + +- ``time``: [NUMERIC or ``-inf``, NOT NULL] + + The time when the condition will become active, in the time unit specified + in the model. ``-inf`` indicates pre-equilibration (e.g., for drug + treatments, the model would be pre-equilibrated with the no-drug condition). + +- ``CONDITION_ID``: Reference to a condition ID in the condition table that + is to be applied at the given `time`. + + Note: The time interval in which a condition is applied includes the + respective starting timepoint, but excludes the starting timepoint of + the following condition. This means that for an experiment + ``[time_A:condition_A; time_B:condition_B]``, ``condition_A`` is active + during the interval ``[time_A, time_B)``. This implies that any event + assignment that triggers at ``time_B`` will occur *after* ``condition_B`` was + applied and for any measurements at ``time_B``, the observables will be + evaluated *after* ``condition_B`` was applied. + Observable table ---------------- @@ -878,72 +938,6 @@ namespace is global. Therefore, parameters with the same ID in different models will be considered identical. -Timecourses table ------------------ - -The optional time courses table describes a sequence of different experimental -conditions (here: discrete changes) that are applied to the model. - -This is specified as a tab-separated value file in the following way: - -+--------------------+-------------------------------------------------+ -| timecourseId | timecourse | -+====================+=================================================+ -| STRING | STRING | -+--------------------+-------------------------------------------------+ -| timecourse_1 | 0:condition_1;10:condition_2;250:condition_3 | -+--------------------+-------------------------------------------------+ -| patient_3 | -inf:condition_1;0:condition_2 | -+--------------------+-------------------------------------------------+ -| i | -20: | -| ntervention_effect | no_lockdown;20:mild_lockdown;40:severe_lockdown | -+--------------------+-------------------------------------------------+ - -Detailed field description -~~~~~~~~~~~~~~~~~~~~~~~~~~ - -The time courses table with two mandatory columns ``timecourseId`` and -``timecourse``: - -- ``timecourseId`` [STRING, NOT NULL] - - Identifier of the timecourse. The usual PEtab identifier requirements apply. - -- ``timecourse``: [STRING, NOT NULL] - - A semicolon-separated list of different phases of the experiment along with - their starting time. A value in the ``timecourse`` column takes the format - ``[TIMEPOINT:CONDITION_ID;...]``. - - ``TIMEPOINT`` can be: - - - ``-inf``: Marking the following condition as pre-equilibration - condition. (Despite ``-inf``, the pre-equilibration-starts at ``t=0`` and - simulation time is reset to ``TIMEPOINT`` of the following condition - afterwards). - - - ``float``: The timepoint at which to switch to the following - condition. The start time of the first non-preequilibration - condition is ``t_0``. If ``t_0`` is non-zero, then simulators are expected - to simulate from this non-zero time, not zero. - - - ``float0:float1``: indicates repetition of a period from ``time=float0``, - every ``float1`` time units, until the next period - -``CONDITION_ID``: - - References condition IDs from the conditions table that specify which - changes to apply at ``TIMEPOINT`` - - Note: The time interval in which a condition is applied includes the - respective starting timepoint, but excludes the starting timepoint of - the following condition. This means that for a timecourse - ``[time_A:condition_A; time_B:condition_B]``, ``condition_A`` is active - during the interval ``[time_A, time_B)``. This implies that any event - assignment that triggers at ``time_B`` will occur *after* ``condition_B`` was - applied and for any measurements at ``time_B``, the observables will be - evaluated *after* ``condition_B`` was applied. - Math expressions syntax ----------------------- From 86d94afe50bcbc3d324217abb1c48cee66fa7027 Mon Sep 17 00:00:00 2001 From: Daniel Weindl Date: Thu, 5 Dec 2024 15:00:18 +0100 Subject: [PATCH 21/23] conditions table, links --- doc/v2/documentation_data_format.rst | 84 ++++++++++++++++++---------- 1 file changed, 53 insertions(+), 31 deletions(-) diff --git a/doc/v2/documentation_data_format.rst b/doc/v2/documentation_data_format.rst index f9f7248d..a8de467f 100644 --- a/doc/v2/documentation_data_format.rst +++ b/doc/v2/documentation_data_format.rst @@ -5,7 +5,6 @@ PEtab data format specification =============================== - Format version: 2.0.0 This document explains the PEtab data format. @@ -106,16 +105,20 @@ Changes from PEtab 1.0.0 PEtab 2.0.0 is a major update of the PEtab format. The main changes are: -* Support for non-SBML models -* Changed condition table format (wide -> long) -* ``simulationConditionId`` and ``preequilibrationConditionId`` are replaced - by ``experimentId`` and a more flexible way for defining experiments / - time courses -* Support for math expressions in the condition table +* Support for non-SBML models (:ref:`model`) +* Changed condition table format (wide -> long) (:ref:`conditions_table`) +* ``simulationConditionId`` and ``preequilibrationConditionId`` in the + :ref:`measurements_table` are replaced by ``experimentId`` and a more + flexible way for defining experiments / time courses + (:ref:`experiments_table`) +* Support for math expressions in the condition table (:ref:`conditions_table`) * Clarification and specification of various previously underspecified aspects - (math expressions, overriding values in the condition table, etc.) + (:ref:`math_expressions`, overriding values in the condition table, etc.) * Support for extensions * Observable IDs are now allowed to be used in observable/noise formulas + (:ref:`observables_table`) + +.. _model: Model definition ---------------- @@ -123,28 +126,37 @@ Model definition PEtab 2.0.0 is agnostic of specific model formats. A model file is referenced in the PEtab problem description (YAML) via its file name or a URL. -Condition table ---------------- +.. _conditions_table: + +Conditions table +---------------- -The condition table specifies parameters, or initial values of species and -compartments for specific simulation conditions (generally corresponding to -different experimental conditions). +The conditions table specifies parameters, or initial values of species and +compartments for specific simulation conditions. Different conditions can be +combined to form time courses or experiment through the +:ref:`experiments_table`. This is specified as a tab-separated value file in the following way: -+--------------+------------------+------------------------------------+-----+---------------------------------------+ -| conditionId | [conditionName] | modelEntityId1 | ... | modelEntityId${n} | -+==============+==================+====================================+=====+=======================================+ -| STRING | [STRING] | NUMERIC\|STRING | ... | NUMERIC\|STRING | -+--------------+------------------+------------------------------------+-----+---------------------------------------+ -| e.g. | | | | | -+--------------+------------------+------------------------------------+-----+---------------------------------------+ -| conditionId1 | [conditionName1] | 0.42 | ... | parameterId | -+--------------+------------------+------------------------------------+-----+---------------------------------------+ -| conditionId2 | ... | ... | ... | ... | -+--------------+------------------+------------------------------------+-----+---------------------------------------+ -| ... | ... | ... | ... | .. | -+--------------+------------------+------------------------------------+-----+---------------------------------------+ +**TODO: conditionName?** + ++--------------+------------------+------------------+-----------+--------------------+ +| conditionId | [conditionName] | targetId | valueType | targetValue | ++==============+==================+==================+===========+====================+ +| STRING | [STRING] | MODEL_ENTITY_ID | STRING | MATH_EXPRESSION | ++--------------+------------------+------------------+-----------+--------------------+ +| e.g. | | | | | ++--------------+------------------+------------------+-----------+--------------------+ +| conditionId1 | conditionName1 | modelEntityId1 | constant | 0.42 | ++--------------+------------------+------------------+-----------+--------------------+ +| conditionId1 | conditionName1 | modelEntityId2 | | 0.42 | ++--------------+------------------+------------------+-----------+--------------------+ +| conditionId2 | ... | modelEntityId1 | | modelEntityId1 + 3 | ++--------------+------------------+------------------+-----------+--------------------+ +| conditionId2 | ... | someSpecies | initial | 8 | ++--------------+------------------+------------------+-----------+--------------------+ +| ... | ... | ... | | ... | ++--------------+------------------+------------------+-----------+--------------------+ Row- and column-ordering are arbitrary, although specifying ``conditionId`` first may improve human readability. @@ -155,17 +167,17 @@ Additional columns are *not* allowed. Detailed field description ~~~~~~~~~~~~~~~~~~~~~~~~~~ -- ``conditionId`` [STRING, NOT NULL] +- ``conditionId`` [PETAB_ID, NOT NULL] Unique identifier for the simulation/experimental condition, to be referenced - by the measurement table described below. Must consist only of upper and - lower case letters, digits and underscores, and must not start with a digit. + by the :ref:`experiments_table`. - ``conditionName`` [STRING, OPTIONAL] Condition names are arbitrary strings to describe the given condition. They may be used for reporting or visualization. +**TODO** - ``${modelEntityId}`` Further columns may be the IDs of model entities that have globally unique @@ -254,6 +266,7 @@ Detailed field description match the concentration specified by the user, because it would be modified by the volume change. +.. _measurements_table: Measurement table ----------------- @@ -365,6 +378,8 @@ Detailed field description ``datasetId``, which is helpful for plotting e.g. error bars. +.. _experiments_table: + Experiments table ----------------- @@ -424,8 +439,10 @@ The time courses table with three mandatory columns ``experimentId``, applied and for any measurements at ``time_B``, the observables will be evaluated *after* ``condition_B`` was applied. -Observable table ----------------- +.. _observables_table: + +Observables table +----------------- Parameter estimation requires linking experimental observations to the model of interest. Therefore, one needs to define observables (model outputs) and @@ -583,6 +600,7 @@ The distributions above are for a single data point. For a collection :math:`D=\ .. math:: \pi(D|Y,\Sigma) = \prod_i\pi(m_i|y_i,\sigma_i) +.. _parameters_table: Parameter table --------------- @@ -736,6 +754,7 @@ Detailed field description Prior parameters used for the objective function during estimation. For more detailed documentation, see ``initializationPriorParameters``. +.. _visualization_table: Visualization table ------------------- @@ -848,6 +867,7 @@ Detailed field description The name that should be displayed for the corresponding dataset in the legend and which defaults to the value in ``datasetId``. +.. _mapping_table: Mapping table ------------- @@ -908,6 +928,7 @@ Examples of the visualization table can be found in the `Benchmark model collection `_, for example in the `Chen_MSB2009 `_ model. +.. _problem_yaml: YAML file for grouping files ---------------------------- @@ -938,6 +959,7 @@ namespace is global. Therefore, parameters with the same ID in different models will be considered identical. +.. _math_expressions: Math expressions syntax ----------------------- From 3769eac1926c69eec258b84a33a8fdba498f9a58 Mon Sep 17 00:00:00 2001 From: Daniel Weindl Date: Thu, 5 Dec 2024 15:21:54 +0100 Subject: [PATCH 22/23] .. --- doc/v2/documentation_data_format.rst | 69 ++++++++++++++++++++++------ 1 file changed, 56 insertions(+), 13 deletions(-) diff --git a/doc/v2/documentation_data_format.rst b/doc/v2/documentation_data_format.rst index a8de467f..9b447d37 100644 --- a/doc/v2/documentation_data_format.rst +++ b/doc/v2/documentation_data_format.rst @@ -158,6 +158,7 @@ This is specified as a tab-separated value file in the following way: | ... | ... | ... | | ... | +--------------+------------------+------------------+-----------+--------------------+ +Each line specifies a change for one specific property of specific entity. Row- and column-ordering are arbitrary, although specifying ``conditionId`` first may improve human readability. @@ -167,7 +168,7 @@ Additional columns are *not* allowed. Detailed field description ~~~~~~~~~~~~~~~~~~~~~~~~~~ -- ``conditionId`` [PETAB_ID, NOT NULL] +- ``conditionId`` [PETAB_ID, REQUIRED] Unique identifier for the simulation/experimental condition, to be referenced by the :ref:`experiments_table`. @@ -177,6 +178,41 @@ Detailed field description Condition names are arbitrary strings to describe the given condition. They may be used for reporting or visualization. +- ``targetId`` [NON_ESTIMATED_ENTITY_ID, REQUIRED] + + The ID of the an entity that is to be changed when applying this condition. + This may an entity defined in the model, the parameter table, or the mapping + table. The entity must be uniquely identifiable. Different restrictions + apply depending on the ``valueType`` and type of the model. + +- ``valueType`` [STRING, REQUIRED] + + How the target value is to be interpreted. Allowed values are: + + - ``constant``: The target is fixed to the current value of ``targetValue``. + The entity must be static in time while the condition is active, + e.g., a model parameter. + + - ``initial``: The target is initialized to the value of ``targetValue``. + The entity must be dynamic and defined in terms of time-derivative + information, e.g., a model species involved in some reaction or specified + by an ordinary differential equation. + + - ``rate``/``assignment``/``relativeRate``/``relativeAssignment``: + + **TODO** + + These are currently not supported, until a tool implements them. However, they are reserved to mean changes equivalent to setting a new SBML rateRule or assignmentRule for the entity. relative indicates relative changes to pre-existing rates or assignments. edit: These can only be applied to entities (inputId) that are already governed by these kinds of dynamics. i.e. rate can only apply to entities that already have a rate rule in the original model. assignment/relativeAssignment can only apply to entities that already have an assignment rule in the original model. relativeRate can only apply to entities that already have either a rate rule or reactions. + +- ``targetValue`` [MATH_EXPRESSION, REQUIRED] + + The value that will be used to change the target. If a PEtab math expression + involves time-dependent entities, then they represent their values at the + simulation time when the condition is activated (or active, for time-varying + value types like rate), as defined in the :ref:`experiments_table`. + + **TODO**: clarify order of evaluation + **TODO** - ``${modelEntityId}`` @@ -314,24 +350,25 @@ replicates and plot error bars. Detailed field description ~~~~~~~~~~~~~~~~~~~~~~~~~~ -- ``observableId`` [STRING, NOT NULL, REFERENCES(observables.observableID)] +- ``observableId`` [STRING, REQUIRED, REFERENCES(observables.observableID)] Observable ID as defined in the observable table described below. -- ``experimentId`` [STRING, NOT NULL, REFERENCES(experimentsTable.experimentID)] +- ``experimentId`` [STRING, REQUIRED, REFERENCES(experimentsTable.experimentID)] Experiment ID as defined in the experiments table described below. This column may have ``NA`` values, which are interpreted as *use the model as is*. This avoids the need for "dummy" conditions and experiments if only a single condition is required. -- ``measurement`` [NUMERIC, NOT NULL] +- ``measurement`` [NUMERIC, REQUIRED] The measured value in the same units/scale as the model output. -- ``time`` [NUMERIC OR STRING, NOT NULL] +- ``time`` [NUMERIC OR STRING, REQUIRED] - Time point of the measurement in the time unit specified in the SBML model, numeric value or ``inf`` (lower-case) for steady-state measurements. + Time point of the measurement in the time unit specified in the SBML model, + numeric value or ``inf`` (lower-case) for steady-state measurements. - ``observableParameters`` [NUMERIC, STRING OR NULL, OPTIONAL] @@ -416,12 +453,12 @@ Detailed field description The time courses table with three mandatory columns ``experimentId``, ``time``, and ``conditionId``: -- ``experimentId`` [STRING, NOT NULL] +- ``experimentId`` [STRING, REQUIRED] Identifier of the experiment. The usual PEtab identifier requirements apply. This is referenced by the ``experimentId`` column in the measurement table. -- ``time``: [NUMERIC or ``-inf``, NOT NULL] +- ``time``: [NUMERIC or ``-inf``, REQUIRED] The time when the condition will become active, in the time unit specified in the model. ``-inf`` indicates pre-equilibration (e.g., for drug @@ -439,6 +476,12 @@ The time courses table with three mandatory columns ``experimentId``, applied and for any measurements at ``time_B``, the observables will be evaluated *after* ``condition_B`` was applied. +Multiple conditions can be applied at the same time point by specifying +multiple lines with the same ``experimentId`` and ``time`` but different +``conditionId``. The order of the conditions is arbitrary **????**. + +**TODO** how to deal with conflicts? + .. _observables_table: Observables table @@ -652,7 +695,7 @@ Additional columns may be added. Detailed field description ~~~~~~~~~~~~~~~~~~~~~~~~~~ -- ``parameterId`` [STRING, NOT NULL] +- ``parameterId`` [STRING, REQUIRED] The ``parameterId`` of the parameter described in this row. This has to match the ID of a parameter specified in the SBML model, a parameter introduced @@ -799,7 +842,7 @@ order: Detailed field description ~~~~~~~~~~~~~~~~~~~~~~~~~~ -- ``plotId`` [STRING, NOT NULL] +- ``plotId`` [STRING, REQUIRED] An ID which corresponds to a specific plot. All datasets with the same plotId will be plotted into the same axes object. @@ -819,7 +862,7 @@ Detailed field description ``provided`` (if numeric values for the noise level are provided in the measurement table). Default is ``MeanAndSD``. -- ``datasetId`` [STRING, NOT NULL, REFERENCES(measurementTable.datasetId), OPTIONAL] +- ``datasetId`` [STRING, REQUIRED, REFERENCES(measurementTable.datasetId), OPTIONAL] The datasets which should be grouped into one plot. @@ -892,14 +935,14 @@ The TSV file has two mandatory columns, ``petabEntityId`` and Detailed field description ~~~~~~~~~~~~~~~~~~~~~~~~~~ -- ``petabEntityId`` [STRING, NOT NULL] +- ``petabEntityId`` [STRING, REQUIRED] A valid PEtab identifier that is not defined in any other part of the PEtab problem. This identifier may be referenced in condition, measurement, parameter and observable tables, but cannot be referenced in the model itself. -- ``modelEntityId`` [STRING, NOT NULL] +- ``modelEntityId`` [STRING, REQUIRED] A globally unique identifier defined in the model, *that is not a valid PEtab ID* (see :ref:`identifiers`). From 59eefdc77d896961b0743e97bb68750f86300d2c Mon Sep 17 00:00:00 2001 From: Daniel Weindl Date: Thu, 5 Dec 2024 21:05:09 +0100 Subject: [PATCH 23/23] value types --- doc/v2/documentation_data_format.rst | 200 ++++++++++++++------------- 1 file changed, 102 insertions(+), 98 deletions(-) diff --git a/doc/v2/documentation_data_format.rst b/doc/v2/documentation_data_format.rst index 9b447d37..bc8b9929 100644 --- a/doc/v2/documentation_data_format.rst +++ b/doc/v2/documentation_data_format.rst @@ -98,6 +98,18 @@ problem as such. - All model entities, column names and row names are case-sensitive - Fields in "[]" are optional and may be left empty. +- The following data types are used in descriptions below: + + - ``STRING``: Any string + - ``NUMERIC``: Any number excluding ``NaN`` / ``inf`` / ``-inf`` + - ``MATH_EXPRESSION``: A mathematical expression according to the + `PEtab math expression syntax `_. + - ``PETAB_ID``: A string that is a valid PEtab ID + - ``NON_ESTIMATED_ENTITY_ID``: A string that is a valid PEtab ID and refers + to an entity that has some associated numeric value and is not estimated, + e.g., a model parameter, parameter table parameter, or a species in the + model. + Changes from PEtab 1.0.0 @@ -131,39 +143,39 @@ in the PEtab problem description (YAML) via its file name or a URL. Conditions table ---------------- -The conditions table specifies parameters, or initial values of species and -compartments for specific simulation conditions. Different conditions can be -combined to form time courses or experiment through the -:ref:`experiments_table`. +The conditions table specifies changes to parameters, initial values of species +and compartments for specific simulation conditions. Different conditions can +be combined to form time courses or experiment through the +:ref:`experiments_table`. Any changes applied to the model will remain in +effect until they are changed by a subsequent condition. + This is specified as a tab-separated value file in the following way: -**TODO: conditionName?** - -+--------------+------------------+------------------+-----------+--------------------+ -| conditionId | [conditionName] | targetId | valueType | targetValue | -+==============+==================+==================+===========+====================+ -| STRING | [STRING] | MODEL_ENTITY_ID | STRING | MATH_EXPRESSION | -+--------------+------------------+------------------+-----------+--------------------+ -| e.g. | | | | | -+--------------+------------------+------------------+-----------+--------------------+ -| conditionId1 | conditionName1 | modelEntityId1 | constant | 0.42 | -+--------------+------------------+------------------+-----------+--------------------+ -| conditionId1 | conditionName1 | modelEntityId2 | | 0.42 | -+--------------+------------------+------------------+-----------+--------------------+ -| conditionId2 | ... | modelEntityId1 | | modelEntityId1 + 3 | -+--------------+------------------+------------------+-----------+--------------------+ -| conditionId2 | ... | someSpecies | initial | 8 | -+--------------+------------------+------------------+-----------+--------------------+ -| ... | ... | ... | | ... | -+--------------+------------------+------------------+-----------+--------------------+ - -Each line specifies a change for one specific property of specific entity. +**TODO: keep conditionName or not?** + ++--------------+------------------+------------------+-----------------+--------------------+ +| conditionId | [conditionName] | targetId | operationType | targetValue | ++==============+==================+==================+=================+====================+ +| STRING | [STRING] | MODEL_ENTITY_ID | STRING | MATH_EXPRESSION | ++--------------+------------------+------------------+-----------------+--------------------+ +| e.g. | | | | | ++--------------+------------------+------------------+-----------------+--------------------+ +| conditionId1 | conditionName1 | modelEntityId1 | setCurrentValue | 0.42 | ++--------------+------------------+------------------+-----------------+--------------------+ +| conditionId1 | conditionName1 | modelEntityId2 | | 0.42 | ++--------------+------------------+------------------+-----------------+--------------------+ +| conditionId2 | ... | modelEntityId1 | | modelEntityId1 + 3 | ++--------------+------------------+------------------+-----------------+--------------------+ +| conditionId2 | ... | someSpecies | setCurrentValue | 8 | ++--------------+------------------+------------------+-----------------+--------------------+ +| ... | ... | ... | | ... | ++--------------+------------------+------------------+-----------------+--------------------+ + +Each line specifies a change of one specific property of a specific entity. Row- and column-ordering are arbitrary, although specifying ``conditionId`` first may improve human readability. -Additional columns are *not* allowed. - Detailed field description ~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -173,96 +185,88 @@ Detailed field description Unique identifier for the simulation/experimental condition, to be referenced by the :ref:`experiments_table`. -- ``conditionName`` [STRING, OPTIONAL] +- ``conditionName`` [STRING, OPTIONAL] **TODO: remove** Condition names are arbitrary strings to describe the given condition. They may be used for reporting or visualization. -- ``targetId`` [NON_ESTIMATED_ENTITY_ID, REQUIRED] +- ``targetId`` [NON_ESTIMATED_ENTITY_ID, required except for ``operationType=noChange``] The ID of the an entity that is to be changed when applying this condition. - This may an entity defined in the model, the parameter table, or the mapping - table. The entity must be uniquely identifiable. Different restrictions - apply depending on the ``valueType`` and type of the model. + This may an entity defined in the model, or an alias from the mapping + table. The entity must be uniquely identifiable. Parameters from the + :ref:`parameters_table` are not allowed here. + Different restrictions apply depending on the ``operationType`` and the + type of the model. -- ``valueType`` [STRING, REQUIRED] + We distinguish between three types of entities: - How the target value is to be interpreted. Allowed values are: + * Entities that are defined in terms of a time-derivative, e.g., the targets + of SBML rate rules or non-constant species participating in reactions. + Referred to as `differential targets` below. - - ``constant``: The target is fixed to the current value of ``targetValue``. - The entity must be static in time while the condition is active, - e.g., a model parameter. + * Entities that are defined in terms of an algebraic assignment, i.e., they + are not subject to time-derivative information, but are not generally + constant, e.g., the targets of SBML assignment rules. + Referred to as `algebraic targets` below. - - ``initial``: The target is initialized to the value of ``targetValue``. - The entity must be dynamic and defined in terms of time-derivative - information, e.g., a model species involved in some reaction or specified - by an ordinary differential equation. + * Entities are that are defined in terms of a constant value but may be + subject to event assignments, e.g., parameters of an SBML model that are + not targets of rate rules or assignment rules. + Referred to as `constant targets` below. - - ``rate``/``assignment``/``relativeRate``/``relativeAssignment``: - **TODO** +- ``operationType`` [STRING, REQUIRED] - These are currently not supported, until a tool implements them. However, they are reserved to mean changes equivalent to setting a new SBML rateRule or assignmentRule for the entity. relative indicates relative changes to pre-existing rates or assignments. edit: These can only be applied to entities (inputId) that are already governed by these kinds of dynamics. i.e. rate can only apply to entities that already have a rate rule in the original model. assignment/relativeAssignment can only apply to entities that already have an assignment rule in the original model. relativeRate can only apply to entities that already have either a rate rule or reactions. + How the target value is to be interpreted. Allowed values are: -- ``targetValue`` [MATH_EXPRESSION, REQUIRED] + - ``setCurrentValue``: The current value of the target is initialized to the + value of ``targetValue`` when the respective condition is applied. + Any symbols in ``targetValue`` are interpreted as their value at the time + just before this change is applied (similar + to an SBML event with ``useValuesFromTriggerTime=True``; in case of the + first period of a timecourse, they will be interpreted as their initial + values as defined in the model). + The target must be a constant target or a differential target. + + - ``setRate``: The time-derivative of the target is set to ``targetValue`` + (symbolically; the expression is not evaluated at the time the condition is + applied). + The target must be a differential target. + + - ``addToRate``: The target's rate is increased by ``targetValue`` + (symbolically). + The target must be a differential target. + + - ``setAssignment``: The target is set to the value of ``targetValue`` + (symbolically). + The target must be an algebraic target. + + - ``addToAssignment``: The expression assigned to the target is increased by + ``targetValue`` (symbolically). + The target must be an algebraic target. + + - ``noChange``: This value is used to indicate that no change is associated + with this condition. This is useful in cases where an explicit condition + ID is required, but no change is to be applied. (E.g., if pre-equilibration + is to be performed using the default values of the model, followed by a + different condition.) + ``targetId`` and ``targetValue`` have to be empty in this case. + For any conditionId with ``operationType=noChange``, there must not be any + other row with the same ``conditionId`` in the conditions table. - The value that will be used to change the target. If a PEtab math expression - involves time-dependent entities, then they represent their values at the - simulation time when the condition is activated (or active, for time-varying - value types like rate), as defined in the :ref:`experiments_table`. - - **TODO**: clarify order of evaluation - -**TODO** -- ``${modelEntityId}`` - - Further columns may be the IDs of model entities that have globally unique - IDs, such as parameters, species or compartments defined in the model to set - condition-specific values. Only one column is allowed per ID. - Values for these entities may be provided either as numeric values, or as IDs - of globally unique entity IDs as defined in the model, the mapping table or - the parameter table. - - Any non-``NaN`` value will override the original values of the model, or if - preequilibration was used, they will override the value obtained from - preequilibration. A ``NaN`` value indicates that the original value of the - model is to be used (when used in the preequilibration condition, or in the - simulation condition if no preequilibration is used) or that the result of - preequilibration is to be used (when used in the simulation condition after - preequilibration). - - The value in the condition table either replaces the initial value or the - value at all timepoints based on whether the model entity has a rate law - assigned or not: - - * For model entities that have constant algebraic assignments - (but not necessarily constant values), i.e, that do not have a rate of - change with respect to time assigned and that are not subject to event - assignments, the algebraic assignment is replaced statically at all - timepoints. Examples for such model entities are the targets of SBML - `AssignmentRules`. - - * For all other entities, e.g., those that are assigned by SBML `RateRules`, - only the initial value can be assigned in the condition table. If an - assignment of the rate of change with respect to time or event assignment - is desired, the values of model entities that are used to define rate of - change or event assignments must be assigned in the condition table. - If no such model entities exist, assignment is not possible. +- ``targetValue`` [MATH_EXPRESSION, REQUIRED] + The value or expression that will be used to change the target. The + interpretation of the value depends on the ``operationType`` as described + above. If the model has a concept of species and a species ID is provided, its value is interpreted as amount or concentration in the same way as anywhere else in the model. - - `expressions` - - Expressions containing more than a single parameter ID or numerical - value are allowed. Any model entity Id in the condition table will be interpreted as - the value of that model entity at the last time point before - changing to the condition represented by the current row (similar - to an SBML event with ``useValuesFromTriggerTime=True``). The first - condition of any timecourse may only refer to parameter IDs that - are listed in the parameter table, but not to any other model - entity (This is because there is no “last timepoint” before - changing to this first condition.) For example + +**TODO**: clarify order of evaluation + +**Examples:** **TODO** - given a timecourse ``0:condition1;10:condition2`` and two constant model parameters ``par1``, ``par2`` and the two conditions: