From eb7e38859bd26abf9fc1263d4b2e6f9ff1efe393 Mon Sep 17 00:00:00 2001
From: Anis Koubaa <mohamed.koubaa@kit.edu>
Date: Tue, 28 Jan 2025 14:15:34 +0100
Subject: [PATCH] construct target metadata using pydantic model.
---
.../oep_access/excel_sheet_adapter.py | 27 +-
.../components/oep_access/oemeta.py | 5 -
.../latest/build_source/schemas/fields.py | 7 +-
.../latest/build_source/schemas/provenance.py | 2 +-
.../oep_access/oemeta/latest/example.json | 16 +-
.../oep_access/oemeta/target_meta.py | 97 +
.../components/oep_access/settings.py | 5 +
.../oep_access/table_as_current_meta.json | 1949 +++++++++++++++++
.../table_as_current_meta_wizard.json | 931 ++++++++
.../oep_access/table_as_on_oep.json | 1428 +++++++++++-
.../components/oep_access/upload_LLEC.py | 181 +-
services/backend_regimo/data/LLEC_Data | 2 +-
12 files changed, 4448 insertions(+), 202 deletions(-)
delete mode 100644 services/backend_regimo/components/oep_access/oemeta.py
create mode 100644 services/backend_regimo/components/oep_access/oemeta/target_meta.py
create mode 100644 services/backend_regimo/components/oep_access/table_as_current_meta.json
create mode 100644 services/backend_regimo/components/oep_access/table_as_current_meta_wizard.json
diff --git a/services/backend_regimo/components/oep_access/excel_sheet_adapter.py b/services/backend_regimo/components/oep_access/excel_sheet_adapter.py
index 79d8bdc..e3ba411 100644
--- a/services/backend_regimo/components/oep_access/excel_sheet_adapter.py
+++ b/services/backend_regimo/components/oep_access/excel_sheet_adapter.py
@@ -40,7 +40,7 @@ class ExcelSheetAdapter:
except FileNotFoundError as error:
raise SourceNotFound(error)
- sheet_names = self.excel_file.sheet_names
+ self.sheet_names = sheet_names = self.excel_file.sheet_names
if data_sheet_name is not None:
if data_sheet_name not in sheet_names:
raise SourceNotFound()
@@ -62,7 +62,7 @@ class ExcelSheetAdapter:
print(f"This is df-serialization: \n{self.df}")
print(f"This is dfm-serialization: \n{self.dfm}")
- def get_header(self) -> object:
+ def get_header(self):
"""
Read column names from excel file.
Compose the header in a compatible way to oep.
@@ -78,7 +78,7 @@ class ExcelSheetAdapter:
table_schema_output["columns"].append(json.loads(json_col))
return dict(table_schema_output)
- def get_data(self) -> object:
+ def get_data(self):
"""
Export data from dataframe to a json object.
:return:
@@ -86,10 +86,25 @@ class ExcelSheetAdapter:
json_data = self.df.to_json(orient='records', indent=4, date_format='iso')
return json.loads(json_data)
- def get_metadata(self) -> object:
+ def get_metadata_header(self):
"""
- Export metadata from dataframe to a json object.
+ Export metadata header from dataframe to a json object.
:return:
"""
- json_metadata = self.dfm.to_json(orient='table')
+ json_metadata = self.dfm.to_json(orient='records', indent=4, date_format='iso')
+ return json.loads(json_metadata)
+
+ def get_metadata_section(self, section_name: str):
+ """
+ Export metadata from dataframe to a json.
+ :return:
+ """
+ if section_name in self.sheet_names:
+ mdf_section = pd.read_excel(self.link, engine='openpyxl', sheet_name=section_name, index_col=0)
+ else:
+ raise SourceNotFound("there is no sheet with the name: " + section_name)
+
+ # result_dict = pd.Series(mdf_section.first_or_single.values, index=mdf_section.Property).to_dict()
+
+ json_metadata = mdf_section.to_json(indent=4, date_format='iso')
return json.loads(json_metadata)
diff --git a/services/backend_regimo/components/oep_access/oemeta.py b/services/backend_regimo/components/oep_access/oemeta.py
deleted file mode 100644
index f0f4315..0000000
--- a/services/backend_regimo/components/oep_access/oemeta.py
+++ /dev/null
@@ -1,5 +0,0 @@
-from pydantic import BaseModel
-
-
-class OEMeta(BaseModel):
- pass
diff --git a/services/backend_regimo/components/oep_access/oemeta/latest/build_source/schemas/fields.py b/services/backend_regimo/components/oep_access/oemeta/latest/build_source/schemas/fields.py
index 41e09d2..101af76 100644
--- a/services/backend_regimo/components/oep_access/oemeta/latest/build_source/schemas/fields.py
+++ b/services/backend_regimo/components/oep_access/oemeta/latest/build_source/schemas/fields.py
@@ -1,4 +1,4 @@
-# generated by datamodel-codegen:
+# generated by data-model-codegen:
# filename: fields.json
# timestamp: 2025-01-27T15:02:42+00:00
@@ -16,7 +16,7 @@ class IsAboutItem(BaseModel):
examples=['wind energy converting unit'],
title='Is About Name',
)
- field_id: Optional[AnyUrl] = Field(
+ field_id: Optional[AnyUrl | None | str] = Field(
None,
alias='@id',
description='The path of the ontology term (IRI).',
@@ -50,7 +50,8 @@ class ValueReferenceItem(BaseModel):
class FieldModel(BaseModel):
name: Optional[str] = Field(
...,
- description='The name of the field. The name may only consist of lowercase alphanumeric characters or underscores. It must not begin with a number or an underscore.',
+ description='The name of the field. The name may only consist of lowercase alphanumeric characters or '
+ 'underscores. It must not begin with a number or an underscore.',
examples=['year'],
title='Column Name',
)
diff --git a/services/backend_regimo/components/oep_access/oemeta/latest/build_source/schemas/provenance.py b/services/backend_regimo/components/oep_access/oemeta/latest/build_source/schemas/provenance.py
index a714d30..8857476 100644
--- a/services/backend_regimo/components/oep_access/oemeta/latest/build_source/schemas/provenance.py
+++ b/services/backend_regimo/components/oep_access/oemeta/latest/build_source/schemas/provenance.py
@@ -34,7 +34,7 @@ class Contributor(BaseModel):
description='An array describing the roles of the contributor.',
title='Roles',
)
- date: Optional[date] = Field(
+ date_: Optional[date] = Field(
None,
description='The date of the final contribution. Date Format is ISO 8601.',
examples=['2024-10-21'],
diff --git a/services/backend_regimo/components/oep_access/oemeta/latest/example.json b/services/backend_regimo/components/oep_access/oemeta/latest/example.json
index 409baa2..9d57664 100644
--- a/services/backend_regimo/components/oep_access/oemeta/latest/example.json
+++ b/services/backend_regimo/components/oep_access/oemeta/latest/example.json
@@ -1,7 +1,7 @@
{
"name": "oep_oemetadata",
"title": "OEP OEMetadata",
- "description": "A collection of tables for the OEMetadata examples.",
+ "description": "A dataset for the OEMetadata examples.",
"id": "https://databus.openenergyplatform.org/oeplatform/reference",
"resources": [
{
@@ -22,7 +22,7 @@
"subject": [
{
"name": "energy",
- "path": "https://openenergyplatform.org/ontology/oeo/OEO_00000150"
+ "@id": "https://openenergyplatform.org/ontology/oeo/OEO_00000150"
}
],
"keywords": [
@@ -85,14 +85,14 @@
{
"title": "IPCC Sixth Assessment Report (AR6) - Climate Change 2023 - Synthesis Report",
"authors": [
- "Hoesung Lee",
+ "Lang Lee",
"José Romero",
"The Core Writing Team"
],
"description": "A Report of the Intergovernmental Panel on Climate Change.",
"publicationYear": "2023",
- "path": "https://www.ipcc.ch/report/ar6/syr/downloads/report/IPCC_AR6_SYR_FullVolume.pdf",
- "licenses": [
+ "@id": "https://www.ipcc.ch/report/ar6/syr/downloads/report/IPCC_AR6_SYR_FullVolume.pdf",
+ "sourceLicenses": [
{
"name": "ODbL-1.0",
"title": "Open Data Commons Open Database License 1.0",
@@ -124,7 +124,7 @@
],
"date": "2024-10-21",
"object": "data and metadata",
- "comment": "Add general context."
+ "comment": "Add metadata example."
}
],
"type": "table",
@@ -141,14 +141,14 @@
"isAbout": [
{
"name": "wind energy converting unit",
- "path": "https://openenergyplatform.org/ontology/oeo/OEO_00000044"
+ "@id": "https://openenergyplatform.org/ontology/oeo/OEO_00000044"
}
],
"valueReference": [
{
"value": "onshore",
"name": "onshore wind farm",
- "path": "https://openenergyplatform.org/ontology/oeo/OEO_00000311"
+ "@id": "https://openenergyplatform.org/ontology/oeo/OEO_00000311"
}
]
}
diff --git a/services/backend_regimo/components/oep_access/oemeta/target_meta.py b/services/backend_regimo/components/oep_access/oemeta/target_meta.py
new file mode 100644
index 0000000..3e4b98f
--- /dev/null
+++ b/services/backend_regimo/components/oep_access/oemeta/target_meta.py
@@ -0,0 +1,97 @@
+from backend_regimo.components.oep_access.oemeta.latest.build_source.schemas.linked_data import Model as LinkedDataModel
+from backend_regimo.components.oep_access.oemeta.latest.build_source.schemas.general import Model as GeneralModel
+from backend_regimo.components.oep_access.oemeta.latest.build_source.schemas.context import Model as ContextModel
+from backend_regimo.components.oep_access.oemeta.latest.build_source.schemas.spatial import Model as SpatialModel
+from backend_regimo.components.oep_access.oemeta.latest.build_source.schemas.temporal import Model as TemporalModel
+from backend_regimo.components.oep_access.oemeta.latest.build_source.schemas.sources import Model as SourceModel
+from backend_regimo.components.oep_access.oemeta.latest.build_source.schemas.licenses import Model as LicenseModel
+from backend_regimo.components.oep_access.oemeta.latest.build_source.schemas.provenance import Model as ProvenanceModel
+from backend_regimo.components.oep_access.oemeta.latest.build_source.schemas.fields import (Model as FieldsModel,
+ FieldModel,
+ IsAboutItem,
+ ValueReferenceItem,
+ Schema)
+import json
+from pydantic.networks import AnyUrl
+from pydantic import ValidationError
+
+
+class OEMeta:
+ def __init__(self, model_path, schema_path):
+ super().__init__()
+ self.model_path = model_path
+ self.schema_path = schema_path
+ self.metadata = {}
+ self.linkedData = LinkedDataModel()
+ self.general = GeneralModel(name='general_name')
+ self.context = ContextModel()
+ self.spatial = SpatialModel()
+ self.temporal = TemporalModel()
+ self.sources = SourceModel()
+ self.licenses = LicenseModel()
+ self.provenance = ProvenanceModel()
+ self.resource = FieldsModel()
+ self.resource.schema_ = Schema(primaryKey=[])
+ self.resource.schema_.fields = []
+
+ def merge_field_from_meta_source(self, meta_source):
+ """
+ append a new field to the target meta.
+ :param meta_source:
+ """
+ is_about_url = meta_source["isAbout.path"]
+ value_reference_url = meta_source["valueReference.path"]
+
+ # The first iteration is marked by the length of the fields array
+ if len(self.resource.schema_.fields) == 0:
+ self.resource.type = 'table'
+ self.resource.format = 'xlsx'
+ self.resource.encoding = 'utf-8'
+
+ current_is_about = IsAboutItem(name=meta_source["isAbout.name"])
+ current_is_about.field_id = is_about_url # AnyUrl(url=is_about_url)
+
+ current_value_reference = ValueReferenceItem(name=meta_source["valueReference.name"])
+ current_value_reference.value = meta_source["valueReference.value"]
+ current_value_reference.field_id = value_reference_url # AnyUrl(url=value_reference_url)
+
+ current_field = FieldModel(name=meta_source["name"], type=meta_source["type"], nullable=True)
+ current_field.isAbout = [current_is_about]
+ current_field.valueReference = current_value_reference
+ current_field.unit = meta_source["unit"]
+ self.resource.schema_.fields.append(current_field)
+
+ def merge_general_from_meta_source(self, general_metadata):
+ name = general_metadata["first_or_single"]["name"]
+ description = general_metadata["first_or_single"]["description"]
+ publication_date = general_metadata["first_or_single"]["publicationDate"]
+
+ self.general.name = name
+ self.general.description = description
+ self.general.publicationDate = publication_date
+
+ def merge_licenses_from_meta_source(self, licenses_metadata):
+ pass
+
+ def merge_provenance_from_meta_source(self, provenance_metadata):
+ pass
+
+ def merge_spatial_from_meta_source(self, spatial_metadata):
+ pass
+
+ def merge_temporal_from_meta_source(self, temporal_metadata):
+ pass
+
+ def get_metadata(self, metadata_target_path="table_as_current_meta.json"):
+ # self.metadata["linkedData"] = self.linkedData.model_dump()
+ self.metadata["general"] = self.general.model_dump()
+ self.metadata["context"] = self.context.model_dump()
+ self.metadata["spatial"] = self.spatial.model_dump()
+ self.metadata["temporal"] = self.temporal.model_dump()
+ self.metadata["sources"] = self.sources.model_dump()
+ self.metadata["licenses"] = self.licenses.model_dump()
+ self.metadata["provenance"] = self.provenance.model_dump()
+ self.metadata["resource"] = self.resource.model_dump()
+
+ with open(metadata_target_path, "w") as f:
+ f.write(json.dumps(self.metadata, indent=4))
diff --git a/services/backend_regimo/components/oep_access/settings.py b/services/backend_regimo/components/oep_access/settings.py
index f95f8b2..5ac8060 100644
--- a/services/backend_regimo/components/oep_access/settings.py
+++ b/services/backend_regimo/components/oep_access/settings.py
@@ -4,6 +4,8 @@
# SPDX-License-Identifier: MIT
from pathlib import Path
+from random import randint
+
LOG_FORMAT = "[%(asctime)s %(module)16s %(levelname)7s] %(message)s"
@@ -22,3 +24,6 @@ EXAMPLE_PATH = VERSION_PATH / "example.json"
PATH_TO_SOURCE = ('/Users/ot2661/Documents/01_dev/aed_pub/regimo/regimo/services/backend_regimo/data' +
'/LLEC_Data/dataset_sample_2rows.xlsx')
URL_TO_SOURCE = "https://github.com/koubaa-hmc/LLEC_Data/raw/refs/heads/main/dataset_sample_2rows.xlsx"
+
+TOPIC = "sandbox"
+TARGET_TABLE_NAME = f"living_lab_table_{randint(0, 100000)}"
diff --git a/services/backend_regimo/components/oep_access/table_as_current_meta.json b/services/backend_regimo/components/oep_access/table_as_current_meta.json
new file mode 100644
index 0000000..da91e2f
--- /dev/null
+++ b/services/backend_regimo/components/oep_access/table_as_current_meta.json
@@ -0,0 +1,1949 @@
+{
+ "name": "Living Lab Measurements",
+ "topics": null,
+ "title": null,
+ "path": null,
+ "description": "The table is a collection of measurements done in a Living Lab",
+ "languages": null,
+ "subject": null,
+ "keywords": null,
+ "publicationDate": "2025-01-28T00:00:00.000",
+ "embargoPeriod": null,
+
+ "context": {
+ "context": null
+ },
+ "spatial": {
+ "spatial": null
+ },
+ "temporal": {
+ "temporal": null
+ },
+ "sources": {
+ "sources": null
+ },
+ "licenses": {
+ "licenses": null
+ },
+ "provenance": {
+ "contributors": null
+ },
+ "resource": {
+ "type": "table",
+ "format": "xlsx",
+ "encoding": "utf-8",
+ "schema": {
+ "fields": [
+ {
+ "name": "t_amb",
+ "description": null,
+ "type": "Number",
+ "nullable": true,
+ "unit": "[\u00b0C]",
+ "isAbout": [
+ {
+ "name": "temperture",
+ "field_id": "http://openenergy-platform.org/ontology/oeo/OEO_00010453"
+ }
+ ],
+ "valueReference": {
+ "value": "temperture",
+ "name": "temperture",
+ "field_id": "http://openenergy-platform.org/ontology/oeo/OEO_00010453"
+ }
+ },
+ {
+ "name": "id",
+ "description": "",
+ "type": "bigint",
+ "isAbout": [],
+ "valueReference": [],
+ "unit": ""
+ },
+ {
+ "name": "time",
+ "description": "",
+ "type": "timestamp",
+ "isAbout": [],
+ "valueReference": [],
+ "unit": ""
+ },
+ {
+ "name": "q_sol",
+ "description": null,
+ "type": "Number",
+ "nullable": true,
+ "unit": "[W/m\u00b2]",
+ "isAbout": [
+ {
+ "name": "solar radiation",
+ "field_id": "https://openenergyplatform.org/ontology/oeo/OEO_00020038/"
+ }
+ ],
+ "valueReference": {
+ "value": "solar radiation",
+ "name": "solar radiation",
+ "field_id": "https://openenergyplatform.org/ontology/oeo/OEO_00020038/"
+ }
+ },
+ {
+ "name": "rh",
+ "description": null,
+ "type": "Number",
+ "nullable": true,
+ "unit": "[%]",
+ "isAbout": [
+ {
+ "name": "relative humidity",
+ "field_id": null
+ }
+ ],
+ "valueReference": {
+ "value": "relative humidity",
+ "name": "relative humidity",
+ "field_id": null
+ }
+ },
+ {
+ "name": "v_wind",
+ "description": null,
+ "type": "Number",
+ "nullable": true,
+ "unit": "[m/s]",
+ "isAbout": [
+ {
+ "name": "wind velocity",
+ "field_id": "http://purl.obolibrary.org/obo/UO_0000060"
+ }
+ ],
+ "valueReference": {
+ "value": "wind velocity",
+ "name": "wind velocity",
+ "field_id": "http://purl.obolibrary.org/obo/UO_0000060"
+ }
+ },
+ {
+ "name": "q_hp_sec",
+ "description": null,
+ "type": "Number",
+ "nullable": true,
+ "unit": "[W]",
+ "isAbout": [
+ {
+ "name": "power unit",
+ "field_id": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/"
+ }
+ ],
+ "valueReference": {
+ "value": "power unit",
+ "name": "power unit",
+ "field_id": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/"
+ }
+ },
+ {
+ "name": "q_hp_prim",
+ "description": null,
+ "type": "Number",
+ "nullable": true,
+ "unit": "[W]",
+ "isAbout": [
+ {
+ "name": "power unit",
+ "field_id": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/"
+ }
+ ],
+ "valueReference": {
+ "value": "power unit",
+ "name": "power unit",
+ "field_id": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/"
+ }
+ },
+ {
+ "name": "t_sup_hp_sec",
+ "description": null,
+ "type": "Number",
+ "nullable": true,
+ "unit": "[\u00b0C]",
+ "isAbout": [
+ {
+ "name": "temperture",
+ "field_id": "http://openenergy-platform.org/ontology/oeo/OEO_00010453"
+ }
+ ],
+ "valueReference": {
+ "value": "temperture",
+ "name": "temperture",
+ "field_id": "http://openenergy-platform.org/ontology/oeo/OEO_00010453"
+ }
+ },
+ {
+ "name": "t_ret_hp_sec",
+ "description": null,
+ "type": "Number",
+ "nullable": true,
+ "unit": "[\u00b0C]",
+ "isAbout": [
+ {
+ "name": "temperture",
+ "field_id": "http://openenergy-platform.org/ontology/oeo/OEO_00010453"
+ }
+ ],
+ "valueReference": {
+ "value": "temperture",
+ "name": "temperture",
+ "field_id": "http://openenergy-platform.org/ontology/oeo/OEO_00010453"
+ }
+ },
+ {
+ "name": "v_hp_sec",
+ "description": null,
+ "type": "Number",
+ "nullable": true,
+ "unit": "[m\u00b3/h]",
+ "isAbout": [
+ {
+ "name": "water flow rate",
+ "field_id": "https://openenergyplatform.org/ontology/oeo/OEO_00110003/"
+ }
+ ],
+ "valueReference": {
+ "value": "water flow rate",
+ "name": "water flow rate",
+ "field_id": "https://openenergyplatform.org/ontology/oeo/OEO_00110003/"
+ }
+ },
+ {
+ "name": "t_sup_hp_prim",
+ "description": null,
+ "type": "Number",
+ "nullable": true,
+ "unit": "[\u00b0C]",
+ "isAbout": [
+ {
+ "name": "temperture",
+ "field_id": "http://openenergy-platform.org/ontology/oeo/OEO_00010453"
+ }
+ ],
+ "valueReference": {
+ "value": "temperture",
+ "name": "temperture",
+ "field_id": "http://openenergy-platform.org/ontology/oeo/OEO_00010453"
+ }
+ },
+ {
+ "name": "t_ret_hp_prim",
+ "description": null,
+ "type": "Number",
+ "nullable": true,
+ "unit": "[\u00b0C]",
+ "isAbout": [
+ {
+ "name": "temperture",
+ "field_id": "http://openenergy-platform.org/ontology/oeo/OEO_00010453"
+ }
+ ],
+ "valueReference": {
+ "value": "temperture",
+ "name": "temperture",
+ "field_id": "http://openenergy-platform.org/ontology/oeo/OEO_00010453"
+ }
+ },
+ {
+ "name": "v_hp_prim",
+ "description": null,
+ "type": "Number",
+ "nullable": true,
+ "unit": "[m\u00b3/h]",
+ "isAbout": [
+ {
+ "name": "Brine flow rate",
+ "field_id": "http://purl.obolibrary.org/obo/UO_0000270"
+ }
+ ],
+ "valueReference": {
+ "value": "Brine flow rate",
+ "name": "Brine flow rate",
+ "field_id": "http://purl.obolibrary.org/obo/UO_0000270"
+ }
+ },
+ {
+ "name": "q_r1",
+ "description": null,
+ "type": "Number",
+ "nullable": true,
+ "unit": "[W]",
+ "isAbout": [
+ {
+ "name": "power unit",
+ "field_id": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/"
+ }
+ ],
+ "valueReference": {
+ "value": "power unit",
+ "name": "power unit",
+ "field_id": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/"
+ }
+ },
+ {
+ "name": "q_r2",
+ "description": null,
+ "type": "Number",
+ "nullable": true,
+ "unit": "[W]",
+ "isAbout": [
+ {
+ "name": "power unit",
+ "field_id": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/"
+ }
+ ],
+ "valueReference": {
+ "value": "power unit",
+ "name": "power unit",
+ "field_id": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/"
+ }
+ },
+ {
+ "name": "q_r3",
+ "description": null,
+ "type": "Number",
+ "nullable": true,
+ "unit": "[W]",
+ "isAbout": [
+ {
+ "name": "power unit",
+ "field_id": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/"
+ }
+ ],
+ "valueReference": {
+ "value": "power unit",
+ "name": "power unit",
+ "field_id": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/"
+ }
+ },
+ {
+ "name": "q_r4_1",
+ "description": null,
+ "type": "Number",
+ "nullable": true,
+ "unit": "[W]",
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+ }
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+ },
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+ }
+}
\ No newline at end of file
diff --git a/services/backend_regimo/components/oep_access/table_as_current_meta_wizard.json b/services/backend_regimo/components/oep_access/table_as_current_meta_wizard.json
new file mode 100644
index 0000000..f4805fb
--- /dev/null
+++ b/services/backend_regimo/components/oep_access/table_as_current_meta_wizard.json
@@ -0,0 +1,931 @@
+{
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+ "language": [],
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+ "context": {
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+ "documentation": "",
+ "sourceCode": "",
+ "contact": "",
+ "grantNo": "",
+ "fundingAgency": "",
+ "fundingAgencyLogo": "",
+ "publisherLogo": ""
+ },
+ "spatial": {
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+ "extent": "",
+ "resolution": ""
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+ "temporal": {
+ "referenceDate": "",
+ "timeseries": []
+ },
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+ "licenses": [],
+ "contributors": [],
+ "resources": [
+ {
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+ "@context": "",
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+ "review": {
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+ "badge": ""
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+ "metaMetadata": {
+ "metadataVersion": "",
+ "metadataLicense": {
+ "name": "",
+ "title": "",
+ "path": ""
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+ "_comment": {
+ "metadata": "",
+ "dates": "",
+ "units": "",
+ "languages": "",
+ "licenses": "",
+ "review": "",
+ "null": "",
+ "todo": ""
+ }
+}
\ No newline at end of file
diff --git a/services/backend_regimo/components/oep_access/table_as_on_oep.json b/services/backend_regimo/components/oep_access/table_as_on_oep.json
index e75a58a..d5d8f9d 100644
--- a/services/backend_regimo/components/oep_access/table_as_on_oep.json
+++ b/services/backend_regimo/components/oep_access/table_as_on_oep.json
@@ -1,124 +1,1312 @@
{
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- "name": "tutorial_example_table_33329",
- "columns": {
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- "column_default": "nextval('sandbox.tutorial_example_table_33329_id_seq'::regclass)",
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- "data_type": "bigint",
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- "column_default": null,
- "is_nullable": true,
- "data_type": "boolean",
- "character_maximum_length": null,
- "character_octet_length": null,
- "numeric_precision": null,
- "numeric_precision_radix": null,
- "numeric_scale": null,
- "datetime_precision": null,
- "interval_type": null,
- "interval_precision": null,
- "maximum_cardinality": null,
- "dtd_identifier": "3",
- "is_updatable": true
- },
- "capacity_mw": {
- "ordinal_position": 4,
- "column_default": null,
- "is_nullable": true,
- "data_type": "double precision",
- "character_maximum_length": null,
- "character_octet_length": null,
- "numeric_precision": 53,
- "numeric_precision_radix": 2,
- "numeric_scale": null,
- "datetime_precision": null,
- "interval_type": null,
- "interval_precision": null,
- "maximum_cardinality": null,
- "dtd_identifier": "4",
- "is_updatable": true
- },
- "installation_datetime_utc": {
- "ordinal_position": 5,
- "column_default": null,
- "is_nullable": true,
- "data_type": "timestamp without time zone",
- "character_maximum_length": null,
- "character_octet_length": null,
- "numeric_precision": null,
- "numeric_precision_radix": null,
- "numeric_scale": null,
- "datetime_precision": 6,
- "interval_type": null,
- "interval_precision": null,
- "maximum_cardinality": null,
- "dtd_identifier": "5",
- "is_updatable": true
- },
- "location": {
- "ordinal_position": 6,
- "column_default": null,
- "is_nullable": true,
- "data_type": "geometry",
- "character_maximum_length": null,
- "character_octet_length": null,
- "numeric_precision": null,
- "numeric_precision_radix": null,
- "numeric_scale": null,
- "datetime_precision": null,
- "interval_type": null,
- "interval_precision": null,
- "maximum_cardinality": null,
- "dtd_identifier": "6",
- "is_updatable": true
- }
+ "schema": {
+ "fields": [
+ {
+ "name": "index",
+ "type": "integer"
+ },
+ {
+ "name": "name",
+ "type": "string"
+ },
+ {
+ "name": "Description",
+ "type": "string"
+ },
+ {
+ "name": "type",
+ "type": "string"
+ },
+ {
+ "name": "isAbout.name",
+ "type": "string"
+ },
+ {
+ "name": "isAbout.path",
+ "type": "string"
+ },
+ {
+ "name": "valueReference.value",
+ "type": "string"
+ },
+ {
+ "name": "valueReference.name",
+ "type": "string"
+ },
+ {
+ "name": "valueReference.path",
+ "type": "string"
+ },
+ {
+ "name": "unit",
+ "type": "string"
+ }
+ ],
+ "primaryKey": [
+ "index"
+ ],
+ "pandas_version": "1.4.0"
},
- "indexed": {
- "tutorial_example_table_33329_pkey": {
- "indexdef": "CREATE UNIQUE INDEX tutorial_example_table_33329_pkey ON sandbox.tutorial_example_table_33329 USING btree (id)"
+ "data": [
+ {
+ "index": 0,
+ "name": "t_amb",
+ "Description": "Ambient temperature",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
},
- "idx_tutorial_example_table_33329_location": {
- "indexdef": "CREATE INDEX idx_tutorial_example_table_33329_location ON sandbox.tutorial_example_table_33329 USING gist (location)"
- }
- },
- "constraints": {
- "tutorial_example_table_33329_pkey": {
- "constraint_type": "PRIMARY KEY",
- "is_deferrable": "NO",
- "initially_deferred": "NO",
- "definition": "PRIMARY KEY (id)"
+ {
+ "index": 1,
+ "name": "q_sol",
+ "Description": "Solar radiation",
+ "type": "Number",
+ "isAbout.name": "solar radiation",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00020038/",
+ "valueReference.value": "solar radiation",
+ "valueReference.name": "solar radiation",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00020038/",
+ "unit": "[W/m²]"
+ },
+ {
+ "index": 2,
+ "name": "rh",
+ "Description": "Relative humidity",
+ "type": "Number",
+ "isAbout.name": "relative humidity",
+ "isAbout.path": null,
+ "valueReference.value": "relative humidity",
+ "valueReference.name": "relative humidity",
+ "valueReference.path": null,
+ "unit": "[%]"
+ },
+ {
+ "index": 3,
+ "name": "v_wind",
+ "Description": "Wind velocity",
+ "type": "Number",
+ "isAbout.name": "wind velocity",
+ "isAbout.path": "http://purl.obolibrary.org/obo/UO_0000060",
+ "valueReference.value": "wind velocity",
+ "valueReference.name": "wind velocity",
+ "valueReference.path": "http://purl.obolibrary.org/obo/UO_0000060",
+ "unit": "[m/s]"
+ },
+ {
+ "index": 4,
+ "name": "q_hp_sec",
+ "Description": "Heat pump's secondary loop thermal power",
+ "type": "Number",
+ "isAbout.name": "power unit",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "valueReference.value": "power unit",
+ "valueReference.name": "power unit",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "unit": "[W]"
+ },
+ {
+ "index": 5,
+ "name": "q_hp_prim",
+ "Description": "Heat pump's primary loop thermal power",
+ "type": "Number",
+ "isAbout.name": "power unit",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "valueReference.value": "power unit",
+ "valueReference.name": "power unit",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "unit": "[W]"
+ },
+ {
+ "index": 6,
+ "name": "t_sup_hp_sec",
+ "Description": "Heat pump's secondary loop supply temperature",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 7,
+ "name": "t_ret_hp_sec",
+ "Description": "Heat pump's secondary loop return temperature",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 8,
+ "name": "v_hp_sec",
+ "Description": "Heat pump's secondary loop volume flow rate",
+ "type": "Number",
+ "isAbout.name": "water flow rate",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00110003/",
+ "valueReference.value": "water flow rate",
+ "valueReference.name": "water flow rate",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00110003/",
+ "unit": "[m³/h]"
+ },
+ {
+ "index": 9,
+ "name": "t_sup_hp_prim",
+ "Description": "Heat pump's primary loop supply temperature",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 10,
+ "name": "t_ret_hp_prim",
+ "Description": "Heat pump's primary loop return temperature",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 11,
+ "name": "v_hp_prim",
+ "Description": "Heat pump's primary loop volume flow rate",
+ "type": "Number",
+ "isAbout.name": "Brine flow rate",
+ "isAbout.path": "http://purl.obolibrary.org/obo/UO_0000270",
+ "valueReference.value": "Brine flow rate",
+ "valueReference.name": "Brine flow rate",
+ "valueReference.path": "http://purl.obolibrary.org/obo/UO_0000270",
+ "unit": "[m³/h]"
+ },
+ {
+ "index": 12,
+ "name": "q_r1",
+ "Description": "Delivered heat to room 1",
+ "type": "Number",
+ "isAbout.name": "power unit",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "valueReference.value": "power unit",
+ "valueReference.name": "power unit",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "unit": "[W]"
+ },
+ {
+ "index": 13,
+ "name": "q_r2",
+ "Description": "Delivered heat to room 2",
+ "type": "Number",
+ "isAbout.name": "power unit",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "valueReference.value": "power unit",
+ "valueReference.name": "power unit",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "unit": "[W]"
+ },
+ {
+ "index": 14,
+ "name": "q_r3",
+ "Description": "Delivered heat to room 3",
+ "type": "Number",
+ "isAbout.name": "power unit",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "valueReference.value": "power unit",
+ "valueReference.name": "power unit",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "unit": "[W]"
+ },
+ {
+ "index": 15,
+ "name": "q_r4_1",
+ "Description": "Delivered heat to room 4 by its first circuit",
+ "type": "Number",
+ "isAbout.name": "power unit",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "valueReference.value": "power unit",
+ "valueReference.name": "power unit",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "unit": "[W]"
+ },
+ {
+ "index": 16,
+ "name": "q_r4_2",
+ "Description": "Delivered heat to room 4 by its second circuit",
+ "type": "Number",
+ "isAbout.name": "power unit",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "valueReference.value": "power unit",
+ "valueReference.name": "power unit",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "unit": "[W]"
+ },
+ {
+ "index": 17,
+ "name": "q_r5_1",
+ "Description": "Delivered heat to room 5 by its first circuit",
+ "type": "Number",
+ "isAbout.name": "power unit",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "valueReference.value": "power unit",
+ "valueReference.name": "power unit",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "unit": "[W]"
+ },
+ {
+ "index": 18,
+ "name": "q_r5_2",
+ "Description": "Delivered heat to room 5 by its second circuit",
+ "type": "Number",
+ "isAbout.name": "power unit",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "valueReference.value": "power unit",
+ "valueReference.name": "power unit",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "unit": "[W]"
+ },
+ {
+ "index": 19,
+ "name": "q_b",
+ "Description": "Delivered heat to bathroom",
+ "type": "Number",
+ "isAbout.name": "power unit",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "valueReference.value": "power unit",
+ "valueReference.name": "power unit",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "unit": "[W]"
+ },
+ {
+ "index": 20,
+ "name": "q_k",
+ "Description": "Delivered heat to kitchen",
+ "type": "Number",
+ "isAbout.name": "power unit",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "valueReference.value": "power unit",
+ "valueReference.name": "power unit",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "unit": "[W]"
+ },
+ {
+ "index": 21,
+ "name": "q_c",
+ "Description": "Delivered heat to corridor",
+ "type": "Number",
+ "isAbout.name": "power unit",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "valueReference.value": "power unit",
+ "valueReference.name": "power unit",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "unit": "[W]"
+ },
+ {
+ "index": 22,
+ "name": "t_sup_r1",
+ "Description": "Supply temperature of room 1",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 23,
+ "name": "t_ret_r1",
+ "Description": "Return temperature of room 1",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 24,
+ "name": "v_r1",
+ "Description": "Volume flow rate of room 1's heating circuit",
+ "type": "Number",
+ "isAbout.name": "water flow rate",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00110003/",
+ "valueReference.value": "water flow rate",
+ "valueReference.name": "water flow rate",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00110003/",
+ "unit": "[m³/h]"
+ },
+ {
+ "index": 25,
+ "name": "t_sup_r2",
+ "Description": "Supply temperature of room 2",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 26,
+ "name": "t_ret_r2",
+ "Description": "Return temperature of room 2",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 27,
+ "name": "v_r2",
+ "Description": "Volume flow rate of room 2's heating circuit",
+ "type": "Number",
+ "isAbout.name": "water flow rate",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00110003/",
+ "valueReference.value": "water flow rate",
+ "valueReference.name": "water flow rate",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00110003/",
+ "unit": "[m³/h]"
+ },
+ {
+ "index": 28,
+ "name": "t_sup_r3",
+ "Description": "Supply temperature of room 3",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 29,
+ "name": "t_ret_r3",
+ "Description": "Return temperature of room 3",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 30,
+ "name": "v_r3",
+ "Description": "Volume flow rate of room 3's heating circuit",
+ "type": "Number",
+ "isAbout.name": "water flow rate",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00110003/",
+ "valueReference.value": "water flow rate",
+ "valueReference.name": "water flow rate",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00110003/",
+ "unit": "[m³/h]"
+ },
+ {
+ "index": 31,
+ "name": "t_sup_r4_1",
+ "Description": "Supply temperature of room 4's first heating circuit",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 32,
+ "name": "t_ret_r4_1",
+ "Description": "Return temperature of room 4's first heating circuit",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 33,
+ "name": "v_r4_1",
+ "Description": "Volume flow rate of room 4's first heating circuit",
+ "type": "Number",
+ "isAbout.name": "water flow rate",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00110003/",
+ "valueReference.value": "water flow rate",
+ "valueReference.name": "water flow rate",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00110003/",
+ "unit": "[m³/h]"
+ },
+ {
+ "index": 34,
+ "name": "t_sup_r4_2",
+ "Description": "supply temperature of room 4's second heating circuit",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 35,
+ "name": "t_ret_r4_2",
+ "Description": "Return temperature of room 4's second heating circuit",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 36,
+ "name": "v_r4_2",
+ "Description": "Volume flow rate of room 4's second heating circuit",
+ "type": "Number",
+ "isAbout.name": "water flow rate",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00110003/",
+ "valueReference.value": "water flow rate",
+ "valueReference.name": "water flow rate",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00110003/",
+ "unit": "[m³/h]"
+ },
+ {
+ "index": 37,
+ "name": "t_sup_r5_1",
+ "Description": "supply temperature of room 5's first heating circuit",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 38,
+ "name": "t_ret_r5_1",
+ "Description": "Return temperature of room 5's first heating circuit",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 39,
+ "name": "v_r5_1",
+ "Description": "Volume flow rate of room 5's first heating circuit",
+ "type": "Number",
+ "isAbout.name": "water flow rate",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00110003/",
+ "valueReference.value": "water flow rate",
+ "valueReference.name": "water flow rate",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00110003/",
+ "unit": "[m³/h]"
+ },
+ {
+ "index": 40,
+ "name": "t_sup_r5_2",
+ "Description": "Supply temperature of room 5's second heating circuit",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 41,
+ "name": "t_ret_r5_2",
+ "Description": "Return temperature of room 5's second heating circuit",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
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+ },
+ {
+ "index": 92,
+ "name": "t_wl3_5",
+ "Description": "Water level monitor 3 temperature at 5m depth",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 93,
+ "name": "t_wl3_10",
+ "Description": "Water level monitor 3 temperature at 10m depth",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 94,
+ "name": "t_s_1",
+ "Description": "Spiral probe temperature at 1m depth",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 95,
+ "name": "t_s_10",
+ "Description": "Spiral probe temperature at 10m depth",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 96,
+ "name": "t_s_18",
+ "Description": "Spiral probe temperature at 18m depth",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 97,
+ "name": "t_wl4_1",
+ "Description": "Water level monitor 4 temperature at 1m depth",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 98,
+ "name": "t_wl4_5",
+ "Description": "Water level monitor 4 temperature at 5m depth",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 99,
+ "name": "t_wl4_10",
+ "Description": "Water level monitor 4 temperature at 10m depth",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 100,
+ "name": "t_wl4_18",
+ "Description": "Water level monitor 4 temperature at 18m depth",
+ "type": "Number",
+ "isAbout.name": "temperature",
+ "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "valueReference.value": "temperature",
+ "valueReference.name": "temperature",
+ "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ "unit": "[°C]"
+ },
+ {
+ "index": 101,
+ "name": "p_g",
+ "Description": "Power at grid connection point",
+ "type": "Number",
+ "isAbout.name": "power unit",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "valueReference.value": "power unit",
+ "valueReference.name": "power unit",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "unit": "[W]"
+ },
+ {
+ "index": 102,
+ "name": "p_pv",
+ "Description": "Photovoltaic generated power",
+ "type": "Number",
+ "isAbout.name": "power unit",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "valueReference.value": "power unit",
+ "valueReference.name": "power unit",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "unit": "[W]"
+ },
+ {
+ "index": 103,
+ "name": "p_hp",
+ "Description": "Power consumption of heat pump",
+ "type": "Number",
+ "isAbout.name": "power unit",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "valueReference.value": "power unit",
+ "valueReference.name": "power unit",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "unit": "[W]"
+ },
+ {
+ "index": 104,
+ "name": "p_k",
+ "Description": "Power consumption of kitchen appliances",
+ "type": "Number",
+ "isAbout.name": "power unit",
+ "isAbout.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "valueReference.value": "power unit",
+ "valueReference.name": "power unit",
+ "valueReference.path": "https://openenergyplatform.org/ontology/oeo/OEO_00000333/",
+ "unit": "[W]"
}
- }
-}
+ ]
+}
\ No newline at end of file
diff --git a/services/backend_regimo/components/oep_access/upload_LLEC.py b/services/backend_regimo/components/oep_access/upload_LLEC.py
index 964e3fe..e95997b 100644
--- a/services/backend_regimo/components/oep_access/upload_LLEC.py
+++ b/services/backend_regimo/components/oep_access/upload_LLEC.py
@@ -5,66 +5,131 @@ import logging
from pathlib import Path
from getpass import getpass
from os import environ
-from random import randint
from oep_client import OepClient
from oemeta.target_meta import OEMeta
from excel_sheet_adapter import ExcelSheetAdapter
-from settings import (RESOLVED_SCHEMA_FILE_NAME, TEMPLATE_PATH, LOG_FORMAT,
- PATH_TO_SOURCE, URL_TO_SOURCE)
-
-# set default value for the oep token
-environ.setdefault('OEP_API_TOKEN',
- "f00fa56fa4554da3714832a9452525248f9c4988")
-
-topic = "sandbox"
-table = f"living_lab_table_{randint(0, 100000)}"
-
-# configure logger. Please select your logging level
-# INFO or DEBUG. Logs are to find under log/
-logging.basicConfig(level=logging.DEBUG, filename='log/'+table+'.log',
- format=LOG_FORMAT, filemode='w')
-logger = logging.getLogger(__name__)
-logger.info('Starting LLEC upload')
-
-path_to_source = PATH_TO_SOURCE
-url_to_source = URL_TO_SOURCE
-token = environ.get("OEP_API_TOKEN") or getpass("Enter your OEP API token: ")
-
-# for read/write, we need to add authorization header
-auth_headers = {"Authorization": "Token %s" % token}
-table_api_url = f"https://openenergyplatform.org/api/v0/schema/{topic}/tables/{table}/"
-logger.info("Table API URL: %s" % table_api_url)
-
-# instantiate table source
-table_source = ExcelSheetAdapter(table_path=Path(path_to_source),
- data_sheet_name='dataset_sample_2rows_comp',
- metadata_sheet_name='dataset_sample_2rows_meta')
-# instantiate target meta
-target_meta = OEMeta()
-
-# get header
-table_schema_definition = table_source.get_header()
-
-# load data from table source
-table_data = table_source.get_data()
-
-# load metadata from table source
-table_metadata = table_source.get_metadata()
-# todo: handle metadata with in an object(oemeta)
-
-# attach a model to target_meta
-target_meta.attach_schema(MODEL_PATH)
-
-# instantiate client to oep
-cli = OepClient(token=token, default_schema=topic)
-cli.create_table(table, table_schema_definition)
-cli.insert_into_table(table, table_data)
-
-# get metadata (from example file)
-# metadata = req.get(
-# "https://raw.githubusercontent.com/OpenEnergyPlatform/academy/production/docs/data/tutorial_example_table.metadata.json").json()
-
-# metadata = cli.set_metadata(table, metadata)
-# print(json.dumps(metadata, indent=4))
+from settings import (MODEL_PATH, LOG_FORMAT, PATH_TO_SOURCE,
+ URL_TO_SOURCE, TOPIC, TARGET_TABLE_NAME,
+ RESOLVED_SCHEMA_FILE_NAME)
+
+
+def main():
+ """
+ An excel file containing both data and metadata is uploaded to oep.
+ Metadata are attached to the data's table.
+ A review process will be triggered, as a result the data are published to
+ the databus.open-energy-platform.org.
+ """
+
+ # set default value for the oep token
+ environ.setdefault('OEP_API_TOKEN',
+ "f00fa56fa4554da3714832a9452525248f9c4988")
+
+ # set values from settings
+ path_to_source = PATH_TO_SOURCE
+ url_to_source = URL_TO_SOURCE
+ model_path = MODEL_PATH
+ schema_path = RESOLVED_SCHEMA_FILE_NAME
+ table_name = TARGET_TABLE_NAME
+ topic = TOPIC
+ token = environ.get("OEP_API_TOKEN") or getpass("Enter your OEP API token: ")
+
+ # INFO or DEBUG. Logs are to find under log/
+ logging.basicConfig(level=logging.DEBUG, filename='log/' + table_name + '.log',
+ format=LOG_FORMAT, filemode='w')
+ logger = logging.getLogger(__name__)
+ logger.info('Starting LLEC upload')
+
+ # for read/write, we need to add authorization header # auth_headers = {"Authorization": "Token %s" % token}
+ table_api_url = f"https://openenergyplatform.org/api/v0/schema/{topic}/tables/{table_name}/"
+ logger.info("Table API URL: %s" % table_api_url)
+
+ # instantiate table source
+ table_source = ExcelSheetAdapter(table_path=Path(path_to_source), table_url=url_to_source,
+ data_sheet_name='dataset_sample_2rows_comp',
+ metadata_sheet_name='dataset_sample_2rows_meta')
+ # - target metadata
+ target_meta = OEMeta(model_path=model_path,
+ schema_path=schema_path)
+ # - client to oep
+ cli = OepClient(token=token,
+ default_schema=topic)
+
+ # get header from table source
+ table_schema_definition = table_source.get_header()
+
+ # load data from table source
+ table_data = table_source.get_data()
+
+ # merge metadata from table source into target meta
+ ##
+ # load metadata header from table source in <sheet[1]|metadata_sheet_name>
+ table_metadata_header = table_source.get_metadata_header()
+ # example of a field in table_metadata_header
+ # {
+ # "index": 0,
+ # "name": "t_amb",
+ # "Description": "Ambient temperature",
+ # "type": "Number",
+ # "isAbout.name": "temperature",
+ # "isAbout.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ # "valueReference.value": "temperature",
+ # "valueReference.name": "temperature",
+ # "valueReference.path": "http://openenergy-platform.org/ontology/oeo/OEO_00010453",
+ # "unit": "[°C]"
+ # },
+ for field_item in table_metadata_header:
+ target_meta.merge_field_from_meta_source(field_item)
+
+ general_metadata = table_source.get_metadata_section("general")
+ # example of
+ # {'first_or_single': {'name': 'Living Lab Measurements', 'topics': 'Measurement', 'title': 'Living Lab Meas',
+ # 'path': 'https://github.com/koubaa-hmc/LLEC_Data/raw/refs/heads/main/dataset_2rows.xlsx',
+ # 'description': 'The table is a collection of measurements done in a Living Lab',
+ # 'languages': '"en-GB"', 'subject.name': 'energy use',
+ # 'subject.path': 'http://openenergy-platform.org/ontology/oeo/OEO_00010210',
+ # 'keywords': 'http://openenergy-platform.org/ontology/oeo/OEO_00000150',
+ # 'publicationDate': '2025-01-28T00:00:00.000', 'embargoPeriod.start': None,
+ # 'embargoPeriod.end': None, 'embargoPeriod.isActive': False},
+ # 'second': {'name': None, 'topics': 'Energy', 'title': None, 'path': None, 'description': None, 'languages': None,
+ # 'subject.name': None, 'subject.path': None,
+ # 'keywords': 'http://openenergy-platform.org/ontology/oeo/OEO_00000384', 'publicationDate': None,
+ # 'embargoPeriod.start': None, 'embargoPeriod.end': None, 'embargoPeriod.isActive': None},
+ # 'third': {'name': None, 'topics': 'Temperature', 'title': None, 'path': None, 'description': None,
+ # 'languages': None, 'subject.name': None, 'subject.path': None, 'keywords': None, 'pubDate': None,
+ # 'embargoPeriod.start': None, 'embargoPeriod.end': None, 'embargoPeriod.isActive': None},
+ # 'fourth': {'name': None, 'topics': None, 'title': None, 'path': None, 'description': None, 'languages': None,
+ # 'subject.name': None, 'subject.path': None, 'keywords': None, 'publicationDate': None,
+ # 'embargoPeriod.start': None, 'embargoPeriod.end': None, 'embargoPeriod.isActive': None}}
+ target_meta.merge_general_from_meta_source(general_metadata)
+
+ licenses_metadata = table_source.get_metadata_section("licenses")
+ target_meta.merge_licenses_from_meta_source(licenses_metadata)
+
+ provenance_metadata = table_source.get_metadata_section("provenance")
+ target_meta.merge_provenance_from_meta_source(provenance_metadata)
+
+ spatial_metadata = table_source.get_metadata_section("spatial")
+ target_meta.merge_spatial_from_meta_source(spatial_metadata)
+
+ temporal_metadata = table_source.get_metadata_section("temporal")
+ target_meta.merge_temporal_from_meta_source(temporal_metadata)
+
+ target_meta.get_metadata()
+
+ # create table on oep and upload data
+ cli.create_table(table_name, table_schema_definition)
+ cli.insert_into_table(table_name, table_data)
+
+ # get metadata (from example file)
+ # metadata = req.get(
+ # "https://raw.githubusercontent.com/OpenEnergyPlatform/academy/production/docs/data/tutorial_example_table.metadata.json").json()
+
+ # metadata = cli.set_metadata(table, metadata)
+ # print(json.dumps(metadata, indent=4))
+
+
+if __name__ == '__main__':
+ main()
diff --git a/services/backend_regimo/data/LLEC_Data b/services/backend_regimo/data/LLEC_Data
index ed02372..22cf19d 160000
--- a/services/backend_regimo/data/LLEC_Data
+++ b/services/backend_regimo/data/LLEC_Data
@@ -1 +1 @@
-Subproject commit ed02372d79e68110b8a3a9d2ff977eac77a024f9
+Subproject commit 22cf19d66416505f257a07d1221f3b8d7455c60e
--
GitLab