diff --git a/.DS_Store b/.DS_Store index ab4171c..213f9f9 100644 Binary files a/.DS_Store and b/.DS_Store differ diff --git a/FAIRFlowChemistry.ipynb b/FAIRFlowChemistry.ipynb index 0baec14..e2ffe9f 100644 --- a/FAIRFlowChemistry.ipynb +++ b/FAIRFlowChemistry.ipynb @@ -58,9 +58,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "471a80a174ff4adb86b7e43b73f968f5", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "VBox(children=(VBox(children=(Text(value='', description='Title of the project:', layout=Layout(width='auto'),…" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/samir/miniconda3/envs/fairflow/lib/python3.11/site-packages/sdRDM/base/datamodel.py:359: UserWarning: No 'URL' and 'Commit' specified. This model might not be re-usable.\n", + " warnings.warn(\n" + ] + } + ], "source": [ "init_data = initialize_dataset()\n", "init_data.write_dataset( )" @@ -68,7 +91,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -97,13 +120,13 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "518fec98a76a424e949b82b3c0abe6e0", + "model_id": "5bb92abf3083439c8004b33910a72720", "version_major": 2, "version_minor": 0 }, @@ -113,6 +136,16 @@ }, "metadata": {}, "output_type": "display_data" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -124,7 +157,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -205,7 +238,7 @@ " str(root)+'/data/raw_data/7.1_nm_OMC_washing/GC_Data/230706-3-CV-PEG20-068-GTA25-washing/JH-1H 2023-07-06 12-32-22/NV-F0104.D/REPORT01.CSV']]\n", "\n", "for i,obj in enumerate(rrdw.measurement_objects):\n", - " obj.galvano_files.value = [e_chem] if i == 0 else []\n", + " obj.potentio_files.value = [e_chem] if i == 0 else []\n", " obj.GC_files.value = gc[i]\n", " obj.MFM_files.value = mfm[i]\n", "\n", @@ -225,9 +258,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'reading_raw_data_widget' object has no attribute 'dataset'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[7], line 7\u001b[0m\n\u001b[1;32m 3\u001b[0m typical_retention_time \u001b[38;5;241m=\u001b[39m {\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mHydrogen\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;241m1.7\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCarbon dioxide\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;241m3.0\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCarbon monoxide\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;241m13.6\u001b[39m, \n\u001b[1;32m 4\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMethane\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;241m3.6\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEthene\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;241m6.0\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEthane\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;241m7.1\u001b[39m}\n\u001b[1;32m 6\u001b[0m ardw \u001b[38;5;241m=\u001b[39m analyzing_raw_data_widget()\n\u001b[0;32m----> 7\u001b[0m ardw\u001b[38;5;241m.\u001b[39mchoose_experiment( dataset \u001b[38;5;241m=\u001b[39m \u001b[43mrrdw\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdataset\u001b[49m, \n\u001b[1;32m 8\u001b[0m dataset_path \u001b[38;5;241m=\u001b[39m rrdw\u001b[38;5;241m.\u001b[39mdataset_dropdown\u001b[38;5;241m.\u001b[39mvalue, \n\u001b[1;32m 9\u001b[0m typical_retention_time \u001b[38;5;241m=\u001b[39m typical_retention_time)\n", + "\u001b[0;31mAttributeError\u001b[0m: 'reading_raw_data_widget' object has no attribute 'dataset'" + ] + } + ], "source": [ "# Provide a typical retention time dictionary to pre assign retention times \n", "\n", @@ -348,7 +393,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.4" + "version": "3.11.7" }, "vscode": { "interpreter": { diff --git a/FAIRFlowChemistry/__init__.py b/FAIRFlowChemistry/__init__.py index 72e2de1..d866ab2 100644 --- a/FAIRFlowChemistry/__init__.py +++ b/FAIRFlowChemistry/__init__.py @@ -1,3 +1,3 @@ -__URL__ = "https://github.com/FAIRChemistry/FAIRFlowChemistry" -__COMMIT__ = "f4222f6744222333280cdf737a377645a4c02321" +__URL__ = "" +__COMMIT__ = "" diff --git a/FAIRFlowChemistry/core/calibration.py b/FAIRFlowChemistry/core/calibration.py index b0407f1..2262d3d 100644 --- a/FAIRFlowChemistry/core/calibration.py +++ b/FAIRFlowChemistry/core/calibration.py @@ -50,12 +50,6 @@ class Calibration(sdRDM.DataModel, search_mode="unordered"): tag="degree", json_schema_extra=dict(), ) - _repo: Optional[str] = PrivateAttr( - default="https://github.com/FAIRChemistry/FAIRFlowChemistry" - ) - _commit: Optional[str] = PrivateAttr( - default="f4222f6744222333280cdf737a377645a4c02321" - ) _raw_xml_data: Dict = PrivateAttr(default_factory=dict) @model_validator(mode="after") diff --git a/FAIRFlowChemistry/core/component.py b/FAIRFlowChemistry/core/component.py index 3d44dae..9f52a7b 100644 --- a/FAIRFlowChemistry/core/component.py +++ b/FAIRFlowChemistry/core/component.py @@ -77,12 +77,6 @@ class Component(sdRDM.DataModel, search_mode="unordered"): tag="connections", json_schema_extra=dict(multiple=True), ) - _repo: Optional[str] = PrivateAttr( - default="https://github.com/FAIRChemistry/FAIRFlowChemistry" - ) - _commit: Optional[str] = PrivateAttr( - default="f4222f6744222333280cdf737a377645a4c02321" - ) _raw_xml_data: Dict = PrivateAttr(default_factory=dict) @model_validator(mode="after") diff --git a/FAIRFlowChemistry/core/data.py b/FAIRFlowChemistry/core/data.py index 87387ed..67ed2a4 100644 --- a/FAIRFlowChemistry/core/data.py +++ b/FAIRFlowChemistry/core/data.py @@ -44,12 +44,6 @@ class Data(sdRDM.DataModel, search_mode="unordered"): tag="unit", json_schema_extra=dict(), ) - _repo: Optional[str] = PrivateAttr( - default="https://github.com/FAIRChemistry/FAIRFlowChemistry" - ) - _commit: Optional[str] = PrivateAttr( - default="f4222f6744222333280cdf737a377645a4c02321" - ) _raw_xml_data: Dict = PrivateAttr(default_factory=dict) @model_validator(mode="after") diff --git a/FAIRFlowChemistry/core/dataset.py b/FAIRFlowChemistry/core/dataset.py index b04aad7..8f4d232 100644 --- a/FAIRFlowChemistry/core/dataset.py +++ b/FAIRFlowChemistry/core/dataset.py @@ -8,10 +8,10 @@ from sdRDM.base.listplus import ListPlus from sdRDM.base.utils import forge_signature from sdRDM.tools.utils import elem2dict -from .experiment import Experiment from .measurement import Measurement -from .plantsetup import PlantSetup +from .experiment import Experiment from .speciesdata import SpeciesData +from .plantsetup import PlantSetup @forge_signature @@ -34,12 +34,6 @@ class GeneralInformation(sdRDM.DataModel, search_mode="unordered"): purpose: Optional[str] = element( default=None, tag="purpose", json_schema_extra=dict() ) - _repo: Optional[str] = PrivateAttr( - default="https://github.com/FAIRChemistry/FAIRFlowChemistry" - ) - _commit: Optional[str] = PrivateAttr( - default="f4222f6744222333280cdf737a377645a4c02321" - ) _raw_xml_data: Dict = PrivateAttr(default_factory=dict) @model_validator(mode="after") @@ -81,12 +75,6 @@ class Dataset(sdRDM.DataModel, search_mode="unordered"): tag="experiments", json_schema_extra=dict(multiple=True), ) - _repo: Optional[str] = PrivateAttr( - default="https://github.com/FAIRChemistry/FAIRFlowChemistry" - ) - _commit: Optional[str] = PrivateAttr( - default="f4222f6744222333280cdf737a377645a4c02321" - ) _raw_xml_data: Dict = PrivateAttr(default_factory=dict) @model_validator(mode="after") diff --git a/FAIRFlowChemistry/core/experiment.py b/FAIRFlowChemistry/core/experiment.py index 985a699..573f4e1 100644 --- a/FAIRFlowChemistry/core/experiment.py +++ b/FAIRFlowChemistry/core/experiment.py @@ -10,16 +10,16 @@ from sdRDM.base.listplus import ListPlus from sdRDM.base.utils import forge_signature from sdRDM.tools.utils import elem2dict -from .measurementtype import MeasurementType from .component import Component -from .datatype import DataType -from .quantity import Quantity from .calibration import Calibration -from .plantsetup import PlantSetup +from .quantity import Quantity from .measurement import Measurement +from .datatype import DataType from .metadata import Metadata +from .measurementtype import MeasurementType from .data import Data from .speciesdata import SpeciesData +from .plantsetup import PlantSetup @forge_signature @@ -55,12 +55,6 @@ class Experiment(sdRDM.DataModel, search_mode="unordered"): tag="species_data", json_schema_extra=dict(multiple=True), ) - _repo: Optional[str] = PrivateAttr( - default="https://github.com/FAIRChemistry/FAIRFlowChemistry" - ) - _commit: Optional[str] = PrivateAttr( - default="f4222f6744222333280cdf737a377645a4c02321" - ) _raw_xml_data: Dict = PrivateAttr(default_factory=dict) @model_validator(mode="after") diff --git a/FAIRFlowChemistry/core/genericattibute.py b/FAIRFlowChemistry/core/genericattibute.py index b097d23..164c3ed 100644 --- a/FAIRFlowChemistry/core/genericattibute.py +++ b/FAIRFlowChemistry/core/genericattibute.py @@ -62,12 +62,6 @@ class GenericAttibute(sdRDM.DataModel, search_mode="unordered"): tag="units_uri", json_schema_extra=dict(), ) - _repo: Optional[str] = PrivateAttr( - default="https://github.com/FAIRChemistry/FAIRFlowChemistry" - ) - _commit: Optional[str] = PrivateAttr( - default="f4222f6744222333280cdf737a377645a4c02321" - ) _raw_xml_data: Dict = PrivateAttr(default_factory=dict) @model_validator(mode="after") diff --git a/FAIRFlowChemistry/core/measurement.py b/FAIRFlowChemistry/core/measurement.py index b2d05d7..002b779 100644 --- a/FAIRFlowChemistry/core/measurement.py +++ b/FAIRFlowChemistry/core/measurement.py @@ -10,11 +10,11 @@ from sdRDM.base.datatypes import Unit from sdRDM.tools.utils import elem2dict from datetime import datetime as Datetime -from .measurementtype import MeasurementType from .component import Component -from .datatype import DataType from .quantity import Quantity +from .datatype import DataType from .metadata import Metadata +from .measurementtype import MeasurementType from .data import Data @@ -56,12 +56,6 @@ class Measurement(sdRDM.DataModel, search_mode="unordered"): tag="source", json_schema_extra=dict(), ) - _repo: Optional[str] = PrivateAttr( - default="https://github.com/FAIRChemistry/FAIRFlowChemistry" - ) - _commit: Optional[str] = PrivateAttr( - default="f4222f6744222333280cdf737a377645a4c02321" - ) _raw_xml_data: Dict = PrivateAttr(default_factory=dict) @model_validator(mode="after") diff --git a/FAIRFlowChemistry/core/metadata.py b/FAIRFlowChemistry/core/metadata.py index 74724dc..f95344d 100644 --- a/FAIRFlowChemistry/core/metadata.py +++ b/FAIRFlowChemistry/core/metadata.py @@ -72,12 +72,6 @@ class Metadata(sdRDM.DataModel, search_mode="unordered"): tag="description", json_schema_extra=dict(), ) - _repo: Optional[str] = PrivateAttr( - default="https://github.com/FAIRChemistry/FAIRFlowChemistry" - ) - _commit: Optional[str] = PrivateAttr( - default="f4222f6744222333280cdf737a377645a4c02321" - ) _raw_xml_data: Dict = PrivateAttr(default_factory=dict) @model_validator(mode="after") diff --git a/FAIRFlowChemistry/core/parameter.py b/FAIRFlowChemistry/core/parameter.py index b971351..ecd59da 100644 --- a/FAIRFlowChemistry/core/parameter.py +++ b/FAIRFlowChemistry/core/parameter.py @@ -35,12 +35,6 @@ class Parameter(sdRDM.DataModel, search_mode="unordered"): tag="unit", json_schema_extra=dict(), ) - _repo: Optional[str] = PrivateAttr( - default="https://github.com/FAIRChemistry/FAIRFlowChemistry" - ) - _commit: Optional[str] = PrivateAttr( - default="f4222f6744222333280cdf737a377645a4c02321" - ) _raw_xml_data: Dict = PrivateAttr(default_factory=dict) @model_validator(mode="after") diff --git a/FAIRFlowChemistry/core/plantsetup.py b/FAIRFlowChemistry/core/plantsetup.py index e31b314..866c93d 100644 --- a/FAIRFlowChemistry/core/plantsetup.py +++ b/FAIRFlowChemistry/core/plantsetup.py @@ -46,12 +46,6 @@ class PlantSetup(sdRDM.DataModel, search_mode="unordered"): tag="output", json_schema_extra=dict(multiple=True), ) - _repo: Optional[str] = PrivateAttr( - default="https://github.com/FAIRChemistry/FAIRFlowChemistry" - ) - _commit: Optional[str] = PrivateAttr( - default="f4222f6744222333280cdf737a377645a4c02321" - ) _raw_xml_data: Dict = PrivateAttr(default_factory=dict) @model_validator(mode="after") diff --git a/FAIRFlowChemistry/core/speciesdata.py b/FAIRFlowChemistry/core/speciesdata.py index b0caaac..1ff52c5 100644 --- a/FAIRFlowChemistry/core/speciesdata.py +++ b/FAIRFlowChemistry/core/speciesdata.py @@ -64,12 +64,6 @@ class SpeciesData(sdRDM.DataModel, search_mode="unordered"): tag="faraday_efficiency", json_schema_extra=dict(), ) - _repo: Optional[str] = PrivateAttr( - default="https://github.com/FAIRChemistry/FAIRFlowChemistry" - ) - _commit: Optional[str] = PrivateAttr( - default="f4222f6744222333280cdf737a377645a4c02321" - ) _raw_xml_data: Dict = PrivateAttr(default_factory=dict) @model_validator(mode="after") diff --git a/FAIRFlowChemistry/tools/reader.py b/FAIRFlowChemistry/tools/reader.py index 033e114..162886b 100644 --- a/FAIRFlowChemistry/tools/reader.py +++ b/FAIRFlowChemistry/tools/reader.py @@ -286,9 +286,4 @@ def DEXPI2sdRDM(filepath: Path|str ): component.connections.extend(connection) component.connections.remove(component.component_id) -<<<<<<< Updated upstream - #for component in components: - # print(component.component_id, component.connections) -======= ->>>>>>> Stashed changes return PlantSetup(components=components) diff --git a/datasets/poresize_omc.json b/datasets/poresize_omc.json index bebe1ba..a246f56 100644 --- a/datasets/poresize_omc.json +++ b/datasets/poresize_omc.json @@ -1,40161 +1,11 @@ { - "id": "a04e296e-7b5a-419c-b710-3288764153b4", + "id": "387838bf-90bf-4b51-a514-10493c4195df", "general_information": { - "id": "cff5c089-c1ea-4551-9c0a-2b91421525d0", + "id": "e9af0c03-c6a3-40f6-b0bb-fd18b1fd4c0b", "title": "FAIRFlow: A Jupyter notebook-based platform for on-line analysis in flow chemistry ", "project": "Project B07", "description": "The aim of this project is to introduce the FAIR (findable, accessible, interoperable, reusable) principles into miniplant flow chemistry", "purpose": "This dataset includes various measurements for distinct pore size-ordered mesoporous carbon (OMC) materials, each loaded with 8% Cu. Specifically, the designations 7.1 nm and 9.2 nm denote the respective pore sizes. Notably, our sample preparation involved a comparative study on the impact of washing the sample with H2SO4" }, - "experiments": [ - { - "id": "9.2_nm", - "plant_setup": { - "id": "c9e6fc50-9d0c-4c5c-b8bb-1e402857d54d", - "components": [ - { - "id": "ad75bc27-b5cb-461b-9b45-091bcba134bf", - "component_type": "Equipment", - "component_id": "GasCylinder-1", - "component_class": "GasCylinder", - "component_class_uri": "https://data.posccaesar.org/rdl/RDS4316755815", - "generic_attributes": [], - "connections": [ - "Valve-1" - ] - }, - { - "id": "34d05c7b-d980-4ea2-b4ff-4e999ed0ea88", - "component_type": "Equipment", - "component_id": "GasCylinder-2", - "component_class": "GasCylinder", - "component_class_uri": "https://data.posccaesar.org/rdl/RDS4316755815", - "generic_attributes": [], - "connections": [ - "Valve-1" - ] - }, - { - "id": "cf45d744-6053-4029-8dc2-91f290c1c28d", - "component_type": "Equipment", - "component_id": "Vessel-1", - "component_class": "Vessel", - "component_class_uri": "https://data.posccaesar.org/rdl/RDS414674", - "generic_attributes": [], - "connections": [ - "Valve-1", - "Valve-2" - ] - }, - { - "id": "6150feb5-45ae-47c7-91cc-fdb1fd118dda", - "component_type": "Equipment", - "component_id": "GasFilter-1", - "component_class": "GasFilter", - "component_class_uri": "https://data.posccaesar.org/rdl/RDS4316755843", - "generic_attributes": [], - "connections": [ - "Valve-2" - ] - }, - { - "id": "9a035391-dc25-47c9-81a7-34bbc49752fb", - "component_type": "Piping component", - "component_id": "Valve-1", - "component_class": "Valve", - "component_class_uri": "https://data.posccaesar.org/rdl/RDS292589", - "generic_attributes": [], - "connections": [ - "GasCylinder-1", - "Vessel-1", - "GasCylinder-2" - ] - }, - { - "id": "c79ff48f-8aa3-4774-bd67-50b9fd95fe5c", - "component_type": "Piping component", - "component_id": "Valve-2", - "component_class": "Valve", - "component_class_uri": "https://data.posccaesar.org/rdl/RDS292589", - "generic_attributes": [], - "connections": [ - "Vessel-1", - "GasFilter-1" - ] - } - ], - "input": [], - "output": [] - }, - "measurements": [ - { - "id": "Measurement1_potentiostat_0", - "measurement_type": "Galvanostatic measurement", - "metadata": [ - { - "id": "7a5aa754-a36f-4e32-a6cd-dc686d0c4cac", - "parameter": "Current", - "value": -200.0, - "data_type": "float", - "unit": { - "id": "85480a26-e7ea-41b5-a276-be5078213b3a", - "name": "mA / cm2", - "bases": [ - { - "scale": 0.001, - "kind": "A", - "exponent": 1.0 - }, - { - "scale": 0.01, - "kind": "m", - "exponent": -2.0 - } - ] - }, - "description": "Initial I" - }, - { - "id": "ffccfc49-63b4-4f8b-83a7-756354f241a2", - "parameter": "Electrode surface area", - "value": 1.0, - "data_type": "float", - "unit": { - "id": "056adc0e-84c7-44b6-bcbd-8007a71badbd", - "name": "cm2", - "bases": [ - { - "scale": 0.01, - "kind": "m", - "exponent": 2.0 - } - ] - }, - "description": "Sample Area" - } - ], - "experimental_data": [], - "source": { - "id": "ad75bc27-b5cb-461b-9b45-091bcba134bf", - "component_type": "Equipment", - "component_id": "GasCylinder-1", - "component_class": "GasCylinder", - "component_class_uri": "https://data.posccaesar.org/rdl/RDS4316755815", - "generic_attributes": [], - "connections": [ - "Valve-1" - ] - } - }, - { - "id": "Measurement1_massflowmeter_0", - "measurement_type": "MFM measurement", - "metadata": [], - "experimental_data": [ - { - "id": "4bb3f34f-63ae-48d2-8a30-9b4fc3067c5a", - "quantity": "Date time", - "values": [ - "2023-07-05T18:33:05", - "2023-07-05T18:33:07", - "2023-07-05T18:33:09", - "2023-07-05T18:33:11", - "2023-07-05T18:33:13", - "2023-07-05T18:33:15", - "2023-07-05T18:33:17", - "2023-07-05T18:33:19", - "2023-07-05T18:33:21", - "2023-07-05T18:33:23", - "2023-07-05T18:33:25", - "2023-07-05T18:33:27", - "2023-07-05T18:33:29", - "2023-07-05T18:33:31", - "2023-07-05T18:33:33", - "2023-07-05T18:33:35", - "2023-07-05T18:33:37", - "2023-07-05T18:33:39", - "2023-07-05T18:33:41", - "2023-07-05T18:33:43", - "2023-07-05T18:33:45", - "2023-07-05T18:33:47", - "2023-07-05T18:33:49", - 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