from IPython.display import Image
+
+display(Image("figures/jobim/kg_schema.png"))
+
+
+
+
+
+
Description of the data
@@ -195,8 +233,8 @@Set-up
Installing dependencies
We use Poetry to manage dependencies and virtual environments. If you don’t have it installed, you can install it with:
-
-
+
! poetry install --no-root
+
! poetry install --no-rootInstalling dependencies from lock file @@ -212,8 +250,8 @@Installing depende
Starting the poetry environment
--+! eval $(poetry env activate) # new implementation of `poetry shell`+@@ -222,17 +260,17 @@! eval $(poetry env activate) # new implementation of `poetry shell`SKG construction
1. Simple mapping using SNVs
First, let’s look at the available data we have from the Single Nucleotide Variants database.
---import pandas as pd - -df = pd.read_csv("data/jobim_subsets/1_Simple_mapping/snv_subset_1.csv") - -df+++import pandas as pd + +df = pd.read_csv("data/jobim_subsets/1_Simple_mapping/snv_subset_1.csv") + +df-+
@@ -244,70 +282,70 @@ 1. Simple mappin
- 0 +0 CC1343 CC5333_p2OvaL1_DNA1 LATS1 1_snv - 1 +1 EX1 EX1_pOvaL1_DNA1 BRCA1 2_snv - 2 +2 CC3540 CC2207_pPer1_DNA1 ARID1B 3_snv - 3 +3 CC4898 CC0638_iOme_DNA1 TP53 4_snv - 4 +4 CC2114 CC0047_iBow1_DNA1 TP53 5_snv - 5 +5 CC4700 CC1860_pOvaR1_TR ARID2 6_snv - 6 +6 CC4804 CC3307_pAdnL1_DNA3 TBL2 7_snv - 7 +7 CC9548 CC9256_pPer_DNA4 TP53 8_snv - 8 +8 CC7699 CC8958_pOva_DNA1 TP53 9_snv - 9 +9 CC2375 CC1492_iOth1_DNA1 ADAM12 @@ -321,28 +359,28 @@1. Simple mappin
We want to build a KG with a simple schema, encompassing patient IDs, the IDs of the samples they provided, the sequence variants they have, and the genes those variants are in. We first start by defining the schema of the desired graph, which would in our case look like this:
-+from IPython.display import SVG, display -display(SVG("figures/jobim/Example_graph_1.svg"))from IPython.display import SVG, display +display(SVG("figures/jobim/Example_graph_1.svg"))- +
After defining the schema, we need to define the mappings between the data and the ontology. The mappings will specify how each column in the CSV files corresponds to a node or edge in the graph. This is defined in the OntoWeaver mapping files, which are YAML files that describe the structure of the data and how it should be transformed into nodes and edges in the graph.
Below we display the mapping file we use for the build up of the first example graph of the SNV database.
--+import yaml -from IPython.display import display, JSON - -# Read the file content. -with open("jobim/1_Simple_mapping/snv.yaml", "r") as file: - content = yaml.safe_load(file) - -# Display the content. -display(JSON(content))+import yaml +from IPython.display import display, JSON + +# Read the file content. +with open("jobim/1_Simple_mapping/snv.yaml", "r") as file: + content = yaml.safe_load(file) + +# Display the content. +display(JSON(content))@@ -352,16 +390,16 @@<IPython.core.display.JSON object>1. Simple mappin
For simplicity, in this first section we keep to the usage of only the
maptransformer, which simply extracts the data as it is from the cells of the defined column. For each transformer we define thecolumnsto use for the extraction of the data, as well as theto_objectkeyword, which defines the type of node to be created from the extracted data, such asgeneorsample. In addition to that, we also define the edge which is connecting the created nodes to the subject node, using thevia_relationkeyword.In some cases we do not want to use the default subject type for each row, but rather use a different column as the start point of an edge. In this case, we can use the
from_subjectkeyword to specify the type from which we want the edge to start from. For example, in the mapping file above, we use thefrom_subjectkeyword to create an edge typealteration_affects_genefrom thealterationnode, to thegenenode, thus voiding the start of the edge from thepatientnode. which is the default subject type for each row.After having identified the general structure of the graph and the definition of the mappings, we must now define the BioCypher schema, which is a YAML file that describes the structure of the graph. The schema defines the nodes and edges in the graph, their properties, and how they are related to each other. You can find more information about the BioCypher schema in the BioCypher documentation.
--+import yaml -from IPython.display import display, JSON - -# Read the file content. -with open("jobim/1_Simple_mapping/biocypher_schema.yaml", "r") as file: - content = yaml.safe_load(file) - -# Display the content. -display(JSON(content))+import yaml +from IPython.display import display, JSON + +# Read the file content. +with open("jobim/1_Simple_mapping/biocypher_schema.yaml", "r") as file: + content = yaml.safe_load(file) + +# Display the content. +display(JSON(content))@@ -369,7 +407,7 @@<IPython.core.display.JSON object>1. Simple mappin
Below we show the OntoWeaver CLI command, which is used to run the mapping process. The command specifies the input CSV file, the mapping file, the Biocypher configuration file, and the Biocypher schema file. The
--biocypher-configoption points to a YAML file that contains the configuration for Biocypher, while the--biocypher-schemaoption points to a YAML file that defines the schema of the graph.More information about the OntoWeaver CLI can be found by running:
-+! ontoweave --help! ontoweave --helpINFO -- This is BioCypher v0.9.6. INFO -- Logging into `biocypher-log/biocypher-20250704-145211.log`. @@ -427,7 +465,7 @@1. Simple mappin
Below we show the command that we use to run the mapping process for the first example graph of the SNV database. The command specifies the input CSV file, the mapping file, the Biocypher configuration file, and the Biocypher schema file. The
-a suffixoption is used to add a suffix to the generated nodes. Each suffix represents the ontological type of the node.-+! ontoweave ./data/jobim_subsets/1_Simple_mapping/snv_subset_1.csv:./jobim/1_Simple_mapping/snv.yaml --biocypher-config ./jobim/1_Simple_mapping/biocypher_config.yaml --biocypher-schema ./jobim/1_Simple_mapping/biocypher_schema.yaml -a suffix! ontoweave ./data/jobim_subsets/1_Simple_mapping/snv_subset_1.csv:./jobim/1_Simple_mapping/snv.yaml --biocypher-config ./jobim/1_Simple_mapping/biocypher_config.yaml --biocypher-schema ./jobim/1_Simple_mapping/biocypher_schema.yaml -a suffixINFO -- This is BioCypher v0.9.6. INFO -- Logging into `biocypher-log/biocypher-20250704-145213.log`. @@ -435,72 +473,53 @@1. Simple mappin
In addition to the
-ontoweaveCLI, you can also write a short script using the available extraction functions to achieve the same result.--import biocypher -import ontoweaver - -# Define the path to the mapping file. -data_mapping = {f"./data/jobim_subsets/1_Simple_mapping/snv_subset_1.csv": f"./jobim/1_Simple_mapping/snv.yaml"} - -# Extract nodes and edges from the mapping file. -nodes, edges = ontoweaver.extract(filename_to_mapping=data_mapping, affix = "suffix") - -# Write the nodes and edges using BioCypher. -bc = biocypher.BioCypher( - biocypher_config_path=f"biocypher_config.yaml", - schema_config_path=f"biocypher_schema.yaml", -) - -bc.write_nodes(nodes) -bc.write_edges(edges) -bc.write_import_call()----------------------------------------------------------------------------- -TypeError Traceback (most recent call last) -Cell In[80], line 11 - 8 nodes, edges = ontoweaver.extract(filename_to_mapping=data_mapping, affix = "suffix") - 10 # Write the nodes and edges using BioCypher. ----> 11 bc = biocypher.BioCypher( - 12 biocypher_config_path=f"biocypher_config.yaml", - 13 schema_config_path=f"biocypher_schema.yaml", - 14 ) - 16 bc.write_nodes(nodes) - 17 bc.write_edges(edges) - -File ~/Library/Caches/pypoetry/virtualenvs/decider-genetics-Q0c7RTWb-py3.12/lib/python3.12/site-packages/biocypher/_core.py:94, in BioCypher.__init__(self, dbms, offline, strict_mode, biocypher_config_path, schema_config_path, head_ontology, tail_ontologies, output_directory, cache_directory, db_name) - 78 def __init__( - 79 self, - 80 dbms: str = None, - (...) 91 ): - 92 # Update configuration if custom path is provided - 93 if biocypher_config_path: ----> 94 _file_update(biocypher_config_path) - 96 if db_name: - 97 logger.warning( - 98 "The parameter `db_name` is deprecated. Please set the " - 99 "`database_name` setting in the `biocypher_config.yaml` file " - 100 "instead.", - 101 ) - -File ~/Library/Caches/pypoetry/virtualenvs/decider-genetics-Q0c7RTWb-py3.12/lib/python3.12/site-packages/biocypher/_config/__init__.py:131, in update_from_file(path) - 126 def update_from_file(path: str): - 127 """ - 128 Update the module configuration from a YAML file. - 129 """ ---> 131 config(**_read_yaml(path)) - -TypeError: biocypher._config.config() argument after ** must be a mapping, not NoneType+++import biocypher +import ontoweaver + +# Define the path to the mapping file. +data_mapping = {f"./data/jobim_subsets/1_Simple_mapping/snv_subset_1.csv": f"./jobim/1_Simple_mapping/snv.yaml"} + +# Extract nodes and edges from the mapping file. +nodes, edges = ontoweaver.extract(filename_to_mapping=data_mapping, affix = "suffix") + +# Write the nodes and edges using BioCypher. +bc = biocypher.BioCypher( + biocypher_config_path=f"./jobim/1_Simple_mapping/biocypher_config.yaml", + schema_config_path=f"./jobim/1_Simple_mapping/biocypher_schema.yaml", +) + +bc.write_nodes(nodes) +bc.write_edges(edges) +bc.write_import_call()++INFO -- Running BioCypher with schema configuration from ./jobim/1_Simple_mapping/biocypher_schema.yaml. +INFO -- Loading ontologies... +INFO -- Instantiating OntologyAdapter class for https://github.com/biolink/biolink-model/raw/v3.2.1/biolink-model.owl.ttl. +INFO -- Instantiating OntologyAdapter class for http://purl.obolibrary.org/obo/so.owl. +INFO -- Instantiating OntologyAdapter class for http://purl.obolibrary.org/obo/so.owl. +INFO -- Creating output directory `/Users/mbaric/ontoweaver-vignette/biocypher-out/20250715155239`. +WARNING -- Duplicate node type gene found. +INFO -- Writing 10 entries to Patient-part000.csv +INFO -- Writing 10 entries to Sample-part000.csv +INFO -- Writing 10 entries to Alteration-part000.csv +INFO -- Writing 7 entries to Gene-part000.csv +INFO -- Writing 10 entries to PatientCarriesSample-part000.csv +INFO -- Writing 10 entries to SampleCarriesAlteration-part000.csv +INFO -- Writing 10 entries to AlterationAffectsGene-part000.csv +INFO -- Writing oncodash import call to `/Users/mbaric/ontoweaver-vignette/biocypher-out/20250715155239/neo4j-admin-import-call.sh`.+'/Users/mbaric/ontoweaver-vignette/biocypher-out/20250715155239/neo4j-admin-import-call.sh'The generated graph is visualized in Neo4j, and looks like this:
-+display(SVG("figures/jobim/graph_1.svg"))display(SVG("figures/jobim/graph_1.svg"))@@ -512,13 +531,13 @@- +
2. Adding p
It is often useful to attach additional metadata to the nodes and edges in the graph. This metadata can include information such as the source of the data, the date of creation, or any other relevant information that can help in understanding the context of the data. This metadata is attached via the usage of properties.
Let’s look at an extended version of the database we used in the previous section:
-+df = pd.read_csv("data/jobim_subsets/2_Properties/snv_subset_2.csv") -dfdf = pd.read_csv("data/jobim_subsets/2_Properties/snv_subset_2.csv") +df-+
@@ -531,7 +550,7 @@ 2. Adding p
- 0 +0 CC1343 CC5333_p2OvaL1_DNA1 LATS1 @@ -539,7 +558,7 @@2. Adding p
The mutation effect description for truncating... - 1 +1 EX1 EX1_pOvaL1_DNA1 BRCA1 @@ -547,7 +566,7 @@2. Adding p
The mutation effect description for truncating... - 2 +2 CC3540 CC2207_pPer1_DNA1 ARID1B @@ -555,7 +574,7 @@2. Adding p
The mutation effect description for truncating... - 3 +3 CC4898 CC0638_iOme_DNA1 TP53 @@ -563,7 +582,7 @@2. Adding p
The mutation effect description for truncating... - 4 +4 CC2114 CC0047_iBow1_DNA1 TP53 @@ -571,7 +590,7 @@2. Adding p
The mutation effect description for truncating... - 5 +5 CC4700 CC1860_pOvaR1_TR ARID2 @@ -579,7 +598,7 @@2. Adding p
The mutation effect description for truncating... - 6 +6 CC4804 CC3307_pAdnL1_DNA3 TBL2 @@ -587,7 +606,7 @@2. Adding p
NaN - 7 +7 CC9548 CC9256_pPer_DNA4 TP53 @@ -595,7 +614,7 @@2. Adding p
The mutation effect description for truncating... - 8 +8 CC7699 CC8958_pOva_DNA1 TP53 @@ -603,7 +622,7 @@2. Adding p
The mutation effect description for truncating... - 9 +9 CC2375 CC1492_iOth1_DNA1 ADAM12 @@ -618,23 +637,23 @@2. Adding p
We have an additional column called
mutationEffectDescription, which contains a description of the effect of a given alteration. We can use this column to add a property to thealterationnodes in the graph. Our extended graph schema would look like this:-+display(SVG("figures/jobim/Example_2_properties.svg"))display(SVG("figures/jobim/Example_2_properties.svg"))- +
The property will be created by using the
maptransformer, which will extract the data from themutationEffectDescriptioncolumn and attach it to thealterationnodes. We achieve this by adding ato_propertykeyword to the mapping file, which specifies the name of the property to be created, as well as thefor_objectskeyword, which specifies the type of node or edge to which the property will be attached. In this case, we want to attach the property to thealterationnodes.-+# Read the file content. -with open("jobim/2_Properties/snv.yaml", "r") as file: - content = yaml.safe_load(file) - -# Display the content. -display(JSON(content))# Read the file content. +with open("jobim/2_Properties/snv.yaml", "r") as file: + content = yaml.safe_load(file) + +# Display the content. +display(JSON(content))@@ -642,19 +661,19 @@<IPython.core.display.JSON object>2. Adding p
In addition to defining the correct properties in the mapping file, we also need to define the properties in the BioCypher schema. The schema defines the properties that can be attached to the nodes and edges in the graph, as well as their data types. In this case, we want to add a property called
mutationEffectDescriptionto thealterationnodes, which will be of typestring. We achieve this by adding apropertiessection to the schema file, which specifies the name of the property and its data type.Let’s look at the updated mapping file:
-+# Read the file content. -with open("jobim/2_Properties/biocypher_schema.yaml", "r") as file: - content = yaml.safe_load(file) - -# Display the content. -display(JSON(content))# Read the file content. +with open("jobim/2_Properties/biocypher_schema.yaml", "r") as file: + content = yaml.safe_load(file) + +# Display the content. +display(JSON(content))<IPython.core.display.JSON object>We run the
ontoweaveCLI once again, as well as the code alternative.-+! ontoweave ./data/jobim_subsets/2_Properties/snv_subset_2.csv:./jobim/2_Properties/snv.yaml --biocypher-config ./jobim/2_Properties/biocypher_config.yaml --biocypher-schema ./jobim/2_Properties/biocypher_schema.yaml -a suffix! ontoweave ./data/jobim_subsets/2_Properties/snv_subset_2.csv:./jobim/2_Properties/snv.yaml --biocypher-config ./jobim/2_Properties/biocypher_config.yaml --biocypher-schema ./jobim/2_Properties/biocypher_schema.yaml -a suffixINFO -- This is BioCypher v0.9.6. INFO -- Logging into `biocypher-log/biocypher-20250704-145433.log`. @@ -662,24 +681,24 @@2. Adding p
-+import biocypher -import ontoweaver - -# Define the path to the mapping file. -data_mapping = {f"./data/jobim_subsets/2_Properties/snv_subset_2.csv": f"./jobim/2_Properties/snv.yaml"} - -# Extract nodes and edges from the mapping file. -nodes, edges = ontoweaver.extract(filename_to_mapping=data_mapping, affix = "suffix") - -# Write the nodes and edges using BioCypher. -bc = biocypher.BioCypher( - biocypher_config_path=f"./jobim/2_Properties/biocypher_config.yaml", - schema_config_path=f"./jobim/2_Properties/biocypher_schema.yaml", -) - -bc.write_nodes(nodes) -bc.write_edges(edges) -bc.write_import_call()import biocypher +import ontoweaver + +# Define the path to the mapping file. +data_mapping = {f"./data/jobim_subsets/2_Properties/snv_subset_2.csv": f"./jobim/2_Properties/snv.yaml"} + +# Extract nodes and edges from the mapping file. +nodes, edges = ontoweaver.extract(filename_to_mapping=data_mapping, affix = "suffix") + +# Write the nodes and edges using BioCypher. +bc = biocypher.BioCypher( + biocypher_config_path=f"./jobim/2_Properties/biocypher_config.yaml", + schema_config_path=f"./jobim/2_Properties/biocypher_schema.yaml", +) + +bc.write_nodes(nodes) +bc.write_edges(edges) +bc.write_import_call()Property `mutation_effect_description` not found in declared fields for node class `alteration`. Property `mutation_effect_description` not found in declared fields for node class `alteration`. @@ -705,55 +724,55 @@2. Adding p
Now, each alteration node has the new property attached to itself. This can be easily visualized in the Neo4j browser.
-+from IPython.display import display, JSON, Image - -display(Image("figures/jobim/Node_properties.png"))from IPython.display import display, JSON, Image + +display(Image("figures/jobim/Node_properties.png"))- +
In some cases you may wish to add metadata to all the nodes and edges you extract from a single database, such as the database name, origin, etc. Imagine that we want to add a property called
nameto all the nodes and edges extracted from the SNV database, which will contain the name of the database. Our graph schema would look like this:-+display(SVG("figures/jobim/Example_2_metadata.svg"))display(SVG("figures/jobim/Example_2_metadata.svg"))- +
This can be easily achieved by using the
metadataoption OntoWeaver provides. The metadata is defined in the mapping file, and it will be added to all the nodes and edges extracted from the database. Below we show an example of how to define the metadata in the mapping file.-+# Read the file content. -with open("jobim/2_Properties/snv_metadata.yaml", "r") as file: - content = yaml.safe_load(file) - -# Display the content. -display(JSON(content))# Read the file content. +with open("jobim/2_Properties/snv_metadata.yaml", "r") as file: + content = yaml.safe_load(file) + +# Display the content. +display(JSON(content))<IPython.core.display.JSON object>This new change must also be reflected in the BioCypher schema, so we need to update the schema file to include an additional property called
name.-+# Read the file content. -with open("jobim/2_Properties/biocypher_schema_metadata.yaml", "r") as file: - content = yaml.safe_load(file) - -# Display the content. -display(JSON(content))# Read the file content. +with open("jobim/2_Properties/biocypher_schema_metadata.yaml", "r") as file: + content = yaml.safe_load(file) + +# Display the content. +display(JSON(content))<IPython.core.display.JSON object>As in the previous section, we can run the OntoWeaver CLI to map the data from the CSV file to the graph.
-+! ontoweave ./data/jobim_subsets/2_Properties/snv_subset_2.csv:./jobim/2_Properties/snv_metadata.yaml --biocypher-config ./jobim/2_Properties/biocypher_config.yaml --biocypher-schema ./jobim/2_Properties/biocypher_schema.yaml -a suffix! ontoweave ./data/jobim_subsets/2_Properties/snv_subset_2.csv:./jobim/2_Properties/snv_metadata.yaml --biocypher-config ./jobim/2_Properties/biocypher_config.yaml --biocypher-schema ./jobim/2_Properties/biocypher_schema.yaml -a suffixINFO -- This is BioCypher v0.9.1. INFO -- Logging into `biocypher-log/biocypher-20250703-153726.log`. @@ -762,13 +781,13 @@2. Adding p
We may also run the same command using the Python API, as shown below.
-+from IPython.display import display, JSON, Image - -display(Image("figures/jobim/Node_properties_metadata.png"))from IPython.display import display, JSON, Image + +display(Image("figures/jobim/Node_properties_metadata.png"))@@ -779,23 +798,23 @@- +
-
+display(SVG("figures/jobim/Example_3.svg"))display(SVG("figures/jobim/Example_3.svg"))- +
Below we show the mapping file for the OncoKB database.
-+# Read the file content. -with open("jobim/3_Multiple_databases/oncokb.yaml", "r") as file: - content = yaml.safe_load(file) - -# Display the content. -display(JSON(content))# Read the file content. +with open("jobim/3_Multiple_databases/oncokb.yaml", "r") as file: + content = yaml.safe_load(file) + +# Display the content. +display(JSON(content))@@ -803,12 +822,12 @@<IPython.core.display.JSON object>-
+# Read the file content. -with open("jobim/3_Multiple_databases/snv.yaml", "r") as file: - content = yaml.safe_load(file) - -# Display the content. -display(JSON(content))# Read the file content. +with open("jobim/3_Multiple_databases/snv.yaml", "r") as file: + content = yaml.safe_load(file) + +# Display the content. +display(JSON(content))@@ -816,19 +835,19 @@<IPython.core.display.JSON object>-
+# Read the file content. -with open("jobim/3_Multiple_databases/biocypher_schema.yaml", "r") as file: - content = yaml.safe_load(file) - -# Display the content. -display(JSON(content))# Read the file content. +with open("jobim/3_Multiple_databases/biocypher_schema.yaml", "r") as file: + content = yaml.safe_load(file) + +# Display the content. +display(JSON(content))<IPython.core.display.JSON object>We can now once again run the CLI to build up our graph database.
-+! ontoweave ./data/jobim_subsets/3_Multiple_databases/snv_subset_3.csv:./jobim/3_Multiple_databases/snv.yaml ./data/jobim_subsets/3_Multiple_databases/treatments_subset.csv:./jobim/3_Multiple_databases/oncokb.yaml --biocypher-config ./jobim/3_Multiple_databases/biocypher_config.yaml --biocypher-schema ./jobim/3_Multiple_databases/biocypher_schema.yaml -a suffix! ontoweave ./data/jobim_subsets/3_Multiple_databases/snv_subset_3.csv:./jobim/3_Multiple_databases/snv.yaml ./data/jobim_subsets/3_Multiple_databases/treatments_subset.csv:./jobim/3_Multiple_databases/oncokb.yaml --biocypher-config ./jobim/3_Multiple_databases/biocypher_config.yaml --biocypher-schema ./jobim/3_Multiple_databases/biocypher_schema.yaml -a suffixINFO -- This is BioCypher v0.9.1. INFO -- Logging into `biocypher-log/biocypher-20250703-160002.log`. @@ -837,25 +856,25 @@-
+import biocypher -import ontoweaver - -# Define the path to the mapping file. This time we define two paris of DATABASE:MAPPING_FILE mappings. -data_mappings = {f"./data/jobim_subsets/3_Multiple_databases/snv_subset_3.csv": f"./jobim/3_Multiple_databases/snv.yaml", - f"./data/jobim_subsets/3_Multiple_databases/treatments_subset.csv": f"./jobim/3_Multiple_databases/oncokb.yaml"} - -# Extract nodes and edges from the mapping file. -nodes, edges = ontoweaver.extract(filename_to_mapping=data_mappings, affix = "suffix") - -# Write the nodes and edges using BioCypher. -bc = biocypher.BioCypher( - biocypher_config_path=f"./jobim/3_Multiple_databases/biocypher_config.yaml", - schema_config_path=f"./jobim/3_Multiple_databases/biocypher_schema.yaml", -) - -bc.write_nodes(nodes) -bc.write_edges(edges) -bc.write_import_call()import biocypher +import ontoweaver + +# Define the path to the mapping file. This time we define two paris of DATABASE:MAPPING_FILE mappings. +data_mappings = {f"./data/jobim_subsets/3_Multiple_databases/snv_subset_3.csv": f"./jobim/3_Multiple_databases/snv.yaml", + f"./data/jobim_subsets/3_Multiple_databases/treatments_subset.csv": f"./jobim/3_Multiple_databases/oncokb.yaml"} + +# Extract nodes and edges from the mapping file. +nodes, edges = ontoweaver.extract(filename_to_mapping=data_mappings, affix = "suffix") + +# Write the nodes and edges using BioCypher. +bc = biocypher.BioCypher( + biocypher_config_path=f"./jobim/3_Multiple_databases/biocypher_config.yaml", + schema_config_path=f"./jobim/3_Multiple_databases/biocypher_schema.yaml", +) + +bc.write_nodes(nodes) +bc.write_edges(edges) +bc.write_import_call()Property `mutation_effect_description` not found in declared fields for node class `alteration`. Property `mutation_effect_description` not found in declared fields for node class `alteration`. @@ -890,11 +909,11 @@-
+display(SVG("figures/jobim/graph_3.svg"))display(SVG("figures/jobim/graph_3.svg"))@@ -907,12 +926,12 @@- +
Fusion
In this example we introduce the Copy Number Alterations (CNA) database, in addition to the SNV and OncoKB databases, shown in the previous sections.
Let’s first have a look at the mapping file for the CNA database:
-+# Read the file content. -with open("jobim/4_Fusion/cna.yaml", "r") as file: - content = yaml.safe_load(file) - -# Display the content. -display(JSON(content))# Read the file content. +with open("jobim/4_Fusion/cna.yaml", "r") as file: + content = yaml.safe_load(file) + +# Display the content. +display(JSON(content))@@ -920,12 +939,12 @@<IPython.core.display.JSON object>Fusion
Similarly as in the case of the SNV mapping file, we define the subject node as the
patientnode, which is created from thepatient_idcolumn, and we define all of the other same types as in the previous cases -alteration,gene, andsample. Here we define two additional properties for thealterationnode, which arevariant_summary, andtumor_type_summary, and we include the newly defined properties in the BioCypher schema.Here is the updated BioCypher schema file, which includes the new properties for the
alterationnode:-+# Read the file content. -with open("jobim/4_Fusion/biocypher_schema.yaml", "r") as file: - content = yaml.safe_load(file) - -# Display the content. -display(JSON(content))# Read the file content. +with open("jobim/4_Fusion/biocypher_schema.yaml", "r") as file: + content = yaml.safe_load(file) + +# Display the content. +display(JSON(content))@@ -934,18 +953,18 @@<IPython.core.display.JSON object>Fusion
An importatnt thing to to note is that the Biocypher schema must be updated to include all the possible properties for the
alterationnode, from both databases, in order to successfully run BioCypher. You can take a look at the schema file above.Our updated graph schema, which includes the new properties for the
alterationnode, would thus look like this:-+display(SVG("figures/jobim/Example_4.svg"))display(SVG("figures/jobim/Example_4.svg"))- +
Let’s now run the
ontoweaveCLI:-+! ontoweave ./data/jobim_subsets/4_Fusion/snv_subset_4.csv:./jobim/4_Fusion/snv.yaml ./data/jobim_subsets/4_Fusion/treatments_subset.csv:./jobim/4_Fusion/oncokb.yaml data/jobim_subsets/4_Fusion/cna_subset.csv:./jobim/4_Fusion/cna.yaml --biocypher-config ./jobim/4_Fusion/biocypher_config.yaml --biocypher-schema ./jobim/4_Fusion/biocypher_schema.yaml -a suffix! ontoweave ./data/jobim_subsets/4_Fusion/snv_subset_4.csv:./jobim/4_Fusion/snv.yaml ./data/jobim_subsets/4_Fusion/treatments_subset.csv:./jobim/4_Fusion/oncokb.yaml data/jobim_subsets/4_Fusion/cna_subset.csv:./jobim/4_Fusion/cna.yaml --biocypher-config ./jobim/4_Fusion/biocypher_config.yaml --biocypher-schema ./jobim/4_Fusion/biocypher_schema.yaml -a suffixINFO -- This is BioCypher v0.9.6. INFO -- Logging into `biocypher-log/biocypher-20250704-151141.log`. @@ -958,18 +977,18 @@Fusion
Apart from running the CLI, you may also run the Python API. Notice that it is a bit different compared to the previously seen one. This is due to the usage of the Fusion core, for property merging.
-+import biocypher -import ontoweaver - -# Define the path to the mapping file. This time we define two paris of DATABASE:MAPPING_FILE mappings. -data_mappings = {f"./data/jobim_subsets/4_Fusion/snv_subset_4.csv": f"./jobim/4_Fusion/snv.yaml", - f"./data/jobim_subsets/4_Fusion/treatments_subset.csv": f"./jobim/4_Fusion/oncokb.yaml", - f"./data/jobim_subsets/4_Fusion/cna_subset.csv": f"./jobim/4_Fusion/cna.yaml"} - -# Extract nodes and edges from the mapping file. Reconciliate properties, and write nodes. -ontoweaver.extract_reconciliate_write(filename_to_mapping=data_mappings, affix = "suffix", - biocypher_config_path=f"./jobim/4_Fusion/biocypher_config.yaml", - schema_path=f"./jobim/4_Fusion/biocypher_schema.yaml",)import biocypher +import ontoweaver + +# Define the path to the mapping file. This time we define two paris of DATABASE:MAPPING_FILE mappings. +data_mappings = {f"./data/jobim_subsets/4_Fusion/snv_subset_4.csv": f"./jobim/4_Fusion/snv.yaml", + f"./data/jobim_subsets/4_Fusion/treatments_subset.csv": f"./jobim/4_Fusion/oncokb.yaml", + f"./data/jobim_subsets/4_Fusion/cna_subset.csv": f"./jobim/4_Fusion/cna.yaml"} + +# Extract nodes and edges from the mapping file. Reconciliate properties, and write nodes. +ontoweaver.extract_reconciliate_write(filename_to_mapping=data_mappings, affix = "suffix", + biocypher_config_path=f"./jobim/4_Fusion/biocypher_config.yaml", + schema_path=f"./jobim/4_Fusion/biocypher_schema.yaml",)Property `mutation_effect_description` not found in declared fields for node class `alteration`. Property `mutation_effect_description` not found in declared fields for node class `alteration`. @@ -1007,11 +1026,11 @@Fusion
-+display(SVG("figures/jobim/graph_4.svg"))display(SVG("figures/jobim/graph_4.svg"))@@ -1072,13 +1091,14 @@- +
Fusion
e.clearSelection(); } const getTextToCopy = function(trigger) { - const codeEl = trigger.previousElementSibling.cloneNode(true); - for (const childEl of codeEl.children) { - if (isCodeAnnotation(childEl)) { - childEl.remove(); - } + const outerScaffold = trigger.parentElement.cloneNode(true); + const codeEl = outerScaffold.querySelector('code'); + for (const childEl of codeEl.children) { + if (isCodeAnnotation(childEl)) { + childEl.remove(); } - return codeEl.innerText; + } + return codeEl.innerText; } const clipboard = new window.ClipboardJS('.code-copy-button:not([data-in-quarto-modal])', { text: getTextToCopy diff --git a/vignette_jobim.ipynb b/vignette_jobim.ipynb index d418537..7e8919d 100644 --- a/vignette_jobim.ipynb +++ b/vignette_jobim.ipynb @@ -86,12 +86,106 @@ "\n", "## Semantic Knowledge Graphs\n", "\n", - "TODO: Marko\n", - "- Slides 7, 8\n", + "In order to map our data into a semantic knowledge graph we use ontologies. An ontology is a set of entities (classes), which are organized in a hierarchical structure from general concepts to more specific ones. On the figure below we show a sample of the Biolink ontology with the most general term ``entity`` branching into classes ``association`` and ``named thing``, which further branch into subclasses.\n", + "\n", + "```\n", + "entity\n", + " │\n", + " ├─ association\n", + " │ ├─ patient has variant\n", + " │ ├─ variant to gene association\n", + " │ └─ treatment has citation\n", + " │\n", + " └─ named thing\n", + " ├─ patient - case\n", + " ├─ gene\n", + " └─ disease\n", + "```\n" + ], + "attachments": { + "c997ca5e-7a86-4ee4-a1a8-00b6b6378c86.png": { + "image/png": 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Kemvf72FtW/sL2o/a49LZ+kbBfLZ0EPdNI9e9b87GESjcKa3tQUGZIoK6n9g390Kd1db8CkfpsSnjHsR+uxGpbxyZmax9q85ya+5I9+aRZHCTONFO6kz2BQio83c2Zcdb+2rt9v0TIy9pZaz7CGhiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYuL/Jd4CoJkteDMpgk8AAAAASUVORK5CYII=" 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" 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" + } + } + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "Let's look at an example of what a semantic knowledge graph mapped onto an ontology would look like:\n", + "\n", + "```\n", + "Thing\n", + " │\n", + " ├─ Association\n", + " │ └─ genotype to phenotypic feature\n", + " │ └─ reference genome\n", + " │\n", + " └─ Entity\n", + " ├─ sequence variant\n", + " └─ genome\n", + "```" + ], + "id": "6cda7b4dca343db6" + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-10-02T08:52:08.600250Z", + "start_time": "2025-10-02T08:52:08.593194Z" + } + }, + "cell_type": "code", + "source": [ + "from IPython.display import Image\n", "\n", + "display(Image(\"figures/jobim/kg_schema.png\"))" + ], + "id": "15856cf6db5c2a9c", + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "execution_count": 5 + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "We show here a knowledge graph representing the ontology above, starting from the most general term of the ontology ``Thing``, branching into ``Entity`` and ``Association`` classes, which further branch into ``Genome`` and ``Sequence variant`` subclasses on the ``Entity`` side, and ``genotype to phenotypic feature`` and ``reference genome`` subclasses on the ``Association`` side.\n", + "\n", + "On the lower side of the figure we see a simple knowledge graph with two nodes:\n", + "- ``variant_1`` which represents an instance of a ``sequence variant``, and\n", + "- ``genome_A`` which represents an instance of a ``genome``\n", + "\n", + "These nodes are connected via an edge of type ``reference genome``, thus preserving the ontological structure of the data." + ], + "id": "9a65db50bf850c98" + }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ "## Description of the data\n", "\n", - "In this tutorial, we are building a SKG from different sources: \n", + "In this tutorial, we are building a SKG from different sources:\n", "- **Single Nucleotide Variants (SNVs)**: A data table containing information about single nucleotide variants found in ovarian cancer patients.\n", "- **Copy Number Alterations (CNAs)**: A data table containing information about copy number alterations found in ovarian cancer patients.\n", "- **Treatments (OncoKB)**: A [public database](https://www.oncokb.org/) that contains biological and clinical information about genomic alterations in cancer.\n", @@ -119,22 +213,9 @@ "### Treatments (OncoKB)\n", "Columns:\n", "- alteration: Mutation in the DNA sequence in the format HugoSymbol:chr:DNA_sequences_changes for single nucleotide variants and HugoSymbol:AMPLIFICATION|DELETION for copy number alterations.\n", - "- treatment: Name of the drug. \n" + "- treatment: Name of the drug." ], - "attachments": { - "c997ca5e-7a86-4ee4-a1a8-00b6b6378c86.png": { - "image/png": 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Kemvf72FtW/sL2o/a49LZ+kbBfLZ0EPdNI9e9b87GESjcKa3tQUGZIoK6n9g390Kd1db8CkfpsSnjHsR+uxGpbxyZmax9q85ya+5I9+aRZHCTONFO6kz2BQio83c2Zcdb+2rt9v0TIy9pZaz7CGhiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYuL/Jd4CoJkteDMpgk8AAAAASUVORK5CYII=" 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Kemvf72FtW/sL2o/a49LZ+kbBfLZ0EPdNI9e9b87GESjcKa3tQUGZIoK6n9g390Kd1db8CkfpsSnjHsR+uxGpbxyZmax9q85ya+5I9+aRZHCTONFO6kz2BQio83c2Zcdb+2rt9v0TIy9pZaz7CGhiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYmJiYuL/Jd4CoJkteDMpgk8AAAAASUVORK5CYII=" 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" 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1rem;--bs-nav-link-padding-y: 0.5rem;--bs-nav-link-font-weight: ;--bs-nav-link-color: #0d6efd;--bs-nav-link-hover-color: rgb(10.4, 88, 202.4);--bs-nav-link-disabled-color: rgba(33, 37, 41, 0.75);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding-left:0;margin-bottom:0;list-style:none}.nav-link{display:block;padding:var(--bs-nav-link-padding-y) var(--bs-nav-link-padding-x);font-size:var(--bs-nav-link-font-size);font-weight:var(--bs-nav-link-font-weight);color:var(--bs-nav-link-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background:none;border:0;transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out}@media(prefers-reduced-motion: reduce){.nav-link{transition:none}}.nav-link:hover,.nav-link:focus{color:var(--bs-nav-link-hover-color)}.nav-link:focus-visible{outline:0;box-shadow:0 0 0 .25rem 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.offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-xxl .offcanvas .offcanvas-header{display:none}.navbar-expand-xxl .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}.navbar-expand{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand .navbar-nav .dropdown-menu{position:absolute}.navbar-expand .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand .navbar-nav-scroll{overflow:visible}.navbar-expand .navbar-collapse{display:flex !important;display:-webkit-flex 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0);--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgb%28253.26, 253.63, 253.98%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}[data-bs-theme=dark] .navbar-toggler-icon{--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgb%28253.26, 253.63, 253.98%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}.card{--bs-card-spacer-y: 1rem;--bs-card-spacer-x: 1rem;--bs-card-title-spacer-y: 0.5rem;--bs-card-title-color: ;--bs-card-subtitle-color: ;--bs-card-border-width: 1px;--bs-card-border-color: rgba(0, 0, 0, 0.175);--bs-card-border-radius: 0.375rem;--bs-card-box-shadow: ;--bs-card-inner-border-radius: calc(0.375rem - 1px);--bs-card-cap-padding-y: 0.5rem;--bs-card-cap-padding-x: 1rem;--bs-card-cap-bg: 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var(--bs-card-border-color);border-radius:var(--bs-card-border-radius)}.card>hr{margin-right:0;margin-left:0}.card>.list-group{border-top:inherit;border-bottom:inherit}.card>.list-group:first-child{border-top-width:0;border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card>.list-group:last-child{border-bottom-width:0;border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card>.card-header+.list-group,.card>.list-group+.card-footer{border-top:0}.card-body{flex:1 1 auto;-webkit-flex:1 1 auto;padding:var(--bs-card-spacer-y) var(--bs-card-spacer-x);color:var(--bs-card-color)}.card-title{margin-bottom:var(--bs-card-title-spacer-y);color:var(--bs-card-title-color)}.card-subtitle{margin-top:calc(-0.5*var(--bs-card-title-spacer-y));margin-bottom:0;color:var(--bs-card-subtitle-color)}.card-text:last-child{margin-bottom:0}.card-link+.card-link{margin-left:var(--bs-card-spacer-x)}.card-header{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header:first-child{border-radius:var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius) 0 0}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer:last-child{border-radius:0 0 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.nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding);border-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-img,.card-img-top{border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-bottom{border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 576px){.card-group{display:flex;display:-webkit-flex;flex-flow:row wrap;-webkit-flex-flow:row wrap}.card-group>.card{flex:1 0 0%;-webkit-flex:1 0 0%;margin-bottom:0}.card-group>.card+.card{margin-left:0;border-left:0}.card-group>.card:not(:last-child){border-top-right-radius:0;border-bottom-right-radius:0}.card-group>.card:not(:last-child) .card-img-top,.card-group>.card:not(:last-child) .card-header{border-top-right-radius:0}.card-group>.card:not(:last-child) .card-img-bottom,.card-group>.card:not(:last-child) .card-footer{border-bottom-right-radius:0}.card-group>.card:not(:first-child){border-top-left-radius:0;border-bottom-left-radius:0}.card-group>.card:not(:first-child) .card-img-top,.card-group>.card:not(:first-child) .card-header{border-top-left-radius:0}.card-group>.card:not(:first-child) .card-img-bottom,.card-group>.card:not(:first-child) .card-footer{border-bottom-left-radius:0}}.accordion{--bs-accordion-color: #212529;--bs-accordion-bg: #ffffff;--bs-accordion-transition: color 0.15s ease-in-out, background-color 0.15s ease-in-out, border-color 0.15s ease-in-out, box-shadow 0.15s ease-in-out, border-radius 0.15s ease;--bs-accordion-border-color: rgb(221.7, 222.3, 222.9);--bs-accordion-border-width: 1px;--bs-accordion-border-radius: 0.375rem;--bs-accordion-inner-border-radius: calc(0.375rem - 1px);--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: #212529;--bs-accordion-btn-bg: #ffffff;--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23212529'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-icon-width: 1.25rem;--bs-accordion-btn-icon-transform: rotate(-180deg);--bs-accordion-btn-icon-transition: transform 0.2s ease-in-out;--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='rgb%285.2, 44, 101.2%29'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-focus-border-color: rgb(134, 182.5, 254);--bs-accordion-btn-focus-box-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-accordion-body-padding-x: 1.25rem;--bs-accordion-body-padding-y: 1rem;--bs-accordion-active-color: rgb(5.2, 44, 101.2);--bs-accordion-active-bg: rgb(206.6, 226, 254.6)}.accordion-button{position:relative;display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;width:100%;padding:var(--bs-accordion-btn-padding-y) var(--bs-accordion-btn-padding-x);font-size:1rem;color:var(--bs-accordion-btn-color);text-align:left;background-color:var(--bs-accordion-btn-bg);border:0;border-radius:0;overflow-anchor:none;transition:var(--bs-accordion-transition)}@media(prefers-reduced-motion: reduce){.accordion-button{transition:none}}.accordion-button:not(.collapsed){color:var(--bs-accordion-active-color);background-color:var(--bs-accordion-active-bg);box-shadow:inset 0 calc(-1*var(--bs-accordion-border-width)) 0 var(--bs-accordion-border-color)}.accordion-button:not(.collapsed)::after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button::after{flex-shrink:0;-webkit-flex-shrink:0;width:var(--bs-accordion-btn-icon-width);height:var(--bs-accordion-btn-icon-width);margin-left:auto;content:"";background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);transition:var(--bs-accordion-btn-icon-transition)}@media(prefers-reduced-motion: reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;border-color:var(--bs-accordion-btn-focus-border-color);outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color)}.accordion-item:first-of-type{border-top-left-radius:var(--bs-accordion-border-radius);border-top-right-radius:var(--bs-accordion-border-radius)}.accordion-item:first-of-type .accordion-button{border-top-left-radius:var(--bs-accordion-inner-border-radius);border-top-right-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:not(:first-of-type){border-top:0}.accordion-item:last-of-type{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-item:last-of-type .accordion-button.collapsed{border-bottom-right-radius:var(--bs-accordion-inner-border-radius);border-bottom-left-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:last-of-type .accordion-collapse{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0;border-radius:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}.accordion-flush .accordion-item .accordion-button,.accordion-flush .accordion-item .accordion-button.collapsed{border-radius:0}[data-bs-theme=dark] .accordion-button::after{--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='rgb%28109.8, 168, 253.8%29'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='rgb%28109.8, 168, 253.8%29'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x: 0;--bs-breadcrumb-padding-y: 0;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: rgba(33, 37, 41, 0.75);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: rgba(33, 37, 41, 0.75);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, ">") /* rtl: var(--bs-breadcrumb-divider, ">") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: 0.75rem;--bs-pagination-padding-y: 0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: #0d6efd;--bs-pagination-bg: #ffffff;--bs-pagination-border-width: 1px;--bs-pagination-border-color: rgb(221.7, 222.3, 222.9);--bs-pagination-border-radius: 0.375rem;--bs-pagination-hover-color: rgb(10.4, 88, 202.4);--bs-pagination-hover-bg: #f8f9fa;--bs-pagination-hover-border-color: rgb(221.7, 222.3, 222.9);--bs-pagination-focus-color: rgb(10.4, 88, 202.4);--bs-pagination-focus-bg: #e9ecef;--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-pagination-active-color: #ffffff;--bs-pagination-active-bg: #0d6efd;--bs-pagination-active-border-color: #0d6efd;--bs-pagination-disabled-color: rgba(33, 37, 41, 0.75);--bs-pagination-disabled-bg: #e9ecef;--bs-pagination-disabled-border-color: rgb(221.7, 222.3, 222.9);display:flex;display:-webkit-flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media(prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(1px*-1)}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: 0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: 0.5rem}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: 0.25rem}.badge{--bs-badge-padding-x: 0.65em;--bs-badge-padding-y: 0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight: 700;--bs-badge-color: #ffffff;--bs-badge-border-radius: 0.375rem;display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: 1px solid var(--bs-alert-border-color);--bs-alert-border-radius: 0.375rem;--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height: 1rem;--bs-progress-font-size:0.75rem;--bs-progress-bg: #e9ecef;--bs-progress-border-radius: 0.375rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-progress-bar-color: #ffffff;--bs-progress-bar-bg: #0d6efd;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius)}.progress-bar{display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media(prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media(prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: #212529;--bs-list-group-bg: #ffffff;--bs-list-group-border-color: rgb(221.7, 222.3, 222.9);--bs-list-group-border-width: 1px;--bs-list-group-border-radius: 0.375rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: rgba(33, 37, 41, 0.75);--bs-list-group-action-hover-color: #000;--bs-list-group-action-hover-bg: #f8f9fa;--bs-list-group-action-active-color: #212529;--bs-list-group-action-active-bg: #e9ecef;--bs-list-group-disabled-color: rgba(33, 37, 41, 0.75);--bs-list-group-disabled-bg: #ffffff;--bs-list-group-active-color: #ffffff;--bs-list-group-active-bg: #0d6efd;--bs-list-group-active-border-color: #0d6efd;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0;border-radius:var(--bs-list-group-border-radius)}.list-group-numbered{list-style-type:none;counter-reset:section}.list-group-numbered>.list-group-item::before{content:counters(section, ".") ". ";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:hover,.list-group-item-action:focus{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color)}.list-group-item:first-child{border-top-left-radius:inherit;border-top-right-radius:inherit}.list-group-item:last-child{border-bottom-right-radius:inherit;border-bottom-left-radius:inherit}.list-group-item.disabled,.list-group-item:disabled{color:var(--bs-list-group-disabled-color);pointer-events:none;background-color:var(--bs-list-group-disabled-bg)}.list-group-item.active{z-index:2;color:var(--bs-list-group-active-color);background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color)}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{margin-top:calc(-1*var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media(min-width: 576px){.list-group-horizontal-sm{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 768px){.list-group-horizontal-md{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 992px){.list-group-horizontal-lg{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1200px){.list-group-horizontal-xl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1400px){.list-group-horizontal-xxl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xxl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xxl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.list-group-item-primary{--bs-list-group-color: var(--bs-primary-text-emphasis);--bs-list-group-bg: var(--bs-primary-bg-subtle);--bs-list-group-border-color: var(--bs-primary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-primary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-primary-border-subtle);--bs-list-group-active-color: var(--bs-primary-bg-subtle);--bs-list-group-active-bg: var(--bs-primary-text-emphasis);--bs-list-group-active-border-color: var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color: var(--bs-secondary-text-emphasis);--bs-list-group-bg: var(--bs-secondary-bg-subtle);--bs-list-group-border-color: var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-secondary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-secondary-border-subtle);--bs-list-group-active-color: var(--bs-secondary-bg-subtle);--bs-list-group-active-bg: var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color: var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color: var(--bs-success-text-emphasis);--bs-list-group-bg: var(--bs-success-bg-subtle);--bs-list-group-border-color: var(--bs-success-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-success-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-success-border-subtle);--bs-list-group-active-color: var(--bs-success-bg-subtle);--bs-list-group-active-bg: var(--bs-success-text-emphasis);--bs-list-group-active-border-color: var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color: var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #000;--bs-btn-close-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e");--bs-btn-close-opacity: 0.5;--bs-btn-close-hover-opacity: 0.75;--bs-btn-close-focus-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-btn-close-focus-opacity: 1;--bs-btn-close-disabled-opacity: 0.25;--bs-btn-close-white-filter: invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:rgba(0,0,0,0) var(--bs-btn-close-bg) center/1em auto no-repeat;border:0;border-radius:.375rem;opacity:var(--bs-btn-close-opacity)}.btn-close:hover{color:var(--bs-btn-close-color);text-decoration:none;opacity:var(--bs-btn-close-hover-opacity)}.btn-close:focus{outline:0;box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity)}.btn-close:disabled,.btn-close.disabled{pointer-events:none;user-select:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;-o-user-select:none;opacity:var(--bs-btn-close-disabled-opacity)}.btn-close-white{filter:var(--bs-btn-close-white-filter)}[data-bs-theme=dark] .btn-close{filter:var(--bs-btn-close-white-filter)}.toast{--bs-toast-zindex: 1090;--bs-toast-padding-x: 0.75rem;--bs-toast-padding-y: 0.5rem;--bs-toast-spacing: 1.5rem;--bs-toast-max-width: 350px;--bs-toast-font-size:0.875rem;--bs-toast-color: ;--bs-toast-bg: rgba(255, 255, 255, 0.85);--bs-toast-border-width: 1px;--bs-toast-border-color: rgba(0, 0, 0, 0.175);--bs-toast-border-radius: 0.375rem;--bs-toast-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15);--bs-toast-header-color: rgba(33, 37, 41, 0.75);--bs-toast-header-bg: rgba(255, 255, 255, 0.85);--bs-toast-header-border-color: rgba(0, 0, 0, 0.175);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow);border-radius:var(--bs-toast-border-radius)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex: 1090;position:absolute;z-index:var(--bs-toast-zindex);width:max-content;width:-webkit-max-content;width:-moz-max-content;width:-ms-max-content;width:-o-max-content;max-width:100%;pointer-events:none}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;padding:var(--bs-toast-padding-y) var(--bs-toast-padding-x);color:var(--bs-toast-header-color);background-color:var(--bs-toast-header-bg);background-clip:padding-box;border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color);border-top-left-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width));border-top-right-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width))}.toast-header .btn-close{margin-right:calc(-0.5*var(--bs-toast-padding-x));margin-left:var(--bs-toast-padding-x)}.toast-body{padding:var(--bs-toast-padding-x);word-wrap:break-word}.modal{--bs-modal-zindex: 1055;--bs-modal-width: 500px;--bs-modal-padding: 1rem;--bs-modal-margin: 0.5rem;--bs-modal-color: ;--bs-modal-bg: #ffffff;--bs-modal-border-color: rgba(0, 0, 0, 0.175);--bs-modal-border-width: 1px;--bs-modal-border-radius: 0.5rem;--bs-modal-box-shadow: 0 0.125rem 0.25rem rgba(0, 0, 0, 0.075);--bs-modal-inner-border-radius: calc(0.5rem - 1px);--bs-modal-header-padding-x: 1rem;--bs-modal-header-padding-y: 1rem;--bs-modal-header-padding: 1rem 1rem;--bs-modal-header-border-color: rgb(221.7, 222.3, 222.9);--bs-modal-header-border-width: 1px;--bs-modal-title-line-height: 1.5;--bs-modal-footer-gap: 0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color: rgb(221.7, 222.3, 222.9);--bs-modal-footer-border-width: 1px;position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform .3s ease-out;transform:translate(0, -50px)}@media(prefers-reduced-motion: reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static .modal-dialog{transform:scale(1.02)}.modal-dialog-scrollable{height:calc(100% - var(--bs-modal-margin)*2)}.modal-dialog-scrollable .modal-content{max-height:100%;overflow:hidden}.modal-dialog-scrollable .modal-body{overflow-y:auto}.modal-dialog-centered{display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;min-height:calc(100% - var(--bs-modal-margin)*2)}.modal-content{position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;width:100%;color:var(--bs-modal-color);pointer-events:auto;background-color:var(--bs-modal-bg);background-clip:padding-box;border:var(--bs-modal-border-width) solid var(--bs-modal-border-color);border-radius:var(--bs-modal-border-radius);outline:0}.modal-backdrop{--bs-backdrop-zindex: 1050;--bs-backdrop-bg: #000;--bs-backdrop-opacity: 0.5;position:fixed;top:0;left:0;z-index:var(--bs-backdrop-zindex);width:100vw;height:100vh;background-color:var(--bs-backdrop-bg)}.modal-backdrop.fade{opacity:0}.modal-backdrop.show{opacity:var(--bs-backdrop-opacity)}.modal-header{display:flex;display:-webkit-flex;flex-shrink:0;-webkit-flex-shrink:0;align-items:center;-webkit-align-items:center;justify-content:space-between;-webkit-justify-content:space-between;padding:var(--bs-modal-header-padding);border-bottom:var(--bs-modal-header-border-width) solid var(--bs-modal-header-border-color);border-top-left-radius:var(--bs-modal-inner-border-radius);border-top-right-radius:var(--bs-modal-inner-border-radius)}.modal-header .btn-close{padding:calc(var(--bs-modal-header-padding-y)*.5) calc(var(--bs-modal-header-padding-x)*.5);margin:calc(-0.5*var(--bs-modal-header-padding-y)) calc(-0.5*var(--bs-modal-header-padding-x)) calc(-0.5*var(--bs-modal-header-padding-y)) auto}.modal-title{margin-bottom:0;line-height:var(--bs-modal-title-line-height)}.modal-body{position:relative;flex:1 1 auto;-webkit-flex:1 1 auto;padding:var(--bs-modal-padding)}.modal-footer{display:flex;display:-webkit-flex;flex-shrink:0;-webkit-flex-shrink:0;flex-wrap:wrap;-webkit-flex-wrap:wrap;align-items:center;-webkit-align-items:center;justify-content:flex-end;-webkit-justify-content:flex-end;padding:calc(var(--bs-modal-padding) - var(--bs-modal-footer-gap)*.5);background-color:var(--bs-modal-footer-bg);border-top:var(--bs-modal-footer-border-width) solid var(--bs-modal-footer-border-color);border-bottom-right-radius:var(--bs-modal-inner-border-radius);border-bottom-left-radius:var(--bs-modal-inner-border-radius)}.modal-footer>*{margin:calc(var(--bs-modal-footer-gap)*.5)}@media(min-width: 576px){.modal{--bs-modal-margin: 1.75rem;--bs-modal-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15)}.modal-dialog{max-width:var(--bs-modal-width);margin-right:auto;margin-left:auto}.modal-sm{--bs-modal-width: 300px}}@media(min-width: 992px){.modal-lg,.modal-xl{--bs-modal-width: 800px}}@media(min-width: 1200px){.modal-xl{--bs-modal-width: 1140px}}.modal-fullscreen{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen .modal-header,.modal-fullscreen .modal-footer{border-radius:0}.modal-fullscreen .modal-body{overflow-y:auto}@media(max-width: 575.98px){.modal-fullscreen-sm-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-sm-down 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#000;--bslib-color-bg: rgb(120.4, 171, 98.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) rgb(120.4,171,98.6);color:#000}.bg-gradient-teal-yellow{--bslib-color-fg: #000;--bslib-color-bg: rgb(121.2, 197.8, 93.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #ffc107 var(--bg-gradient-end, 180%)) rgb(121.2,197.8,93.4);color:#000}.bg-gradient-teal-green{--bslib-color-fg: #000;--bslib-color-bg: rgb(29.2, 174.6, 124.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #198754 var(--bg-gradient-end, 180%)) rgb(29.2,174.6,124.2);color:#000}.bg-gradient-teal-cyan{--bslib-color-fg: #000;--bslib-color-bg: rgb(24.4, 201.4, 186.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #0dcaf0 var(--bg-gradient-end, 180%)) rgb(24.4,201.4,186.6);color:#000}.bg-gradient-cyan-blue{--bslib-color-fg: #000;--bslib-color-bg: rgb(13, 165.2, 245.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #0d6efd var(--bg-gradient-end, 180%)) rgb(13,165.2,245.2);color:#000}.bg-gradient-cyan-indigo{--bslib-color-fg: #000;--bslib-color-bg: rgb(48.6, 127.6, 240.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #6610f2 var(--bg-gradient-end, 180%)) rgb(48.6,127.6,240.8);color:#000}.bg-gradient-cyan-purple{--bslib-color-fg: #000;--bslib-color-bg: rgb(52.2, 147.6, 221.2);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #6f42c1 var(--bg-gradient-end, 180%)) rgb(52.2,147.6,221.2);color:#000}.bg-gradient-cyan-pink{--bslib-color-fg: #000;--bslib-color-bg: rgb(93.4, 141.6, 196.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #d63384 var(--bg-gradient-end, 180%)) rgb(93.4,141.6,196.8);color:#000}.bg-gradient-cyan-red{--bslib-color-fg: #000;--bslib-color-bg: rgb(95.8, 142.4, 171.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #dc3545 var(--bg-gradient-end, 180%)) rgb(95.8,142.4,171.6);color:#000}.bg-gradient-cyan-orange{--bslib-color-fg: #000;--bslib-color-bg: rgb(109, 171.6, 152);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) rgb(109,171.6,152);color:#000}.bg-gradient-cyan-yellow{--bslib-color-fg: #000;--bslib-color-bg: rgb(109.8, 198.4, 146.8);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #ffc107 var(--bg-gradient-end, 180%)) rgb(109.8,198.4,146.8);color:#000}.bg-gradient-cyan-green{--bslib-color-fg: #000;--bslib-color-bg: rgb(17.8, 175.2, 177.6);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #198754 var(--bg-gradient-end, 180%)) rgb(17.8,175.2,177.6);color:#000}.bg-gradient-cyan-teal{--bslib-color-fg: #000;--bslib-color-bg: rgb(20.6, 201.6, 204.4);background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #20c997 var(--bg-gradient-end, 180%)) rgb(20.6,201.6,204.4);color:#000}:root{--bslib-value-box-shadow: none;--bslib-value-box-border-width-auto-yes: var(--bslib-value-box-border-width-baseline);--bslib-value-box-border-width-auto-no: 0;--bslib-value-box-border-width-baseline: 1px}.bslib-value-box{border-width:var(--bslib-value-box-border-width-auto-no, var(--bslib-value-box-border-width-baseline));container-name:bslib-value-box;container-type:inline-size}.bslib-value-box.card{box-shadow:var(--bslib-value-box-shadow)}.bslib-value-box.border-auto{border-width:var(--bslib-value-box-border-width-auto-yes, var(--bslib-value-box-border-width-baseline))}.bslib-value-box.default{--bslib-value-box-bg-default: var(--bs-card-bg, #ffffff);--bslib-value-box-border-color-default: var(--bs-card-border-color, rgba(0, 0, 0, 0.175));color:var(--bslib-value-box-color);background-color:var(--bslib-value-box-bg, var(--bslib-value-box-bg-default));border-color:var(--bslib-value-box-border-color, var(--bslib-value-box-border-color-default))}.bslib-value-box .value-box-grid{display:grid;grid-template-areas:"left right";align-items:center;overflow:hidden}.bslib-value-box .value-box-showcase{height:100%;max-height:var(---bslib-value-box-showcase-max-h, 100%)}.bslib-value-box .value-box-showcase,.bslib-value-box .value-box-showcase>.html-fill-item{width:100%}.bslib-value-box[data-full-screen=true] .value-box-showcase{max-height:var(---bslib-value-box-showcase-max-h-fs, 100%)}@media screen and (min-width: 575.98px){@container bslib-value-box (max-width: 300px){.bslib-value-box:not(.showcase-bottom) .value-box-grid{grid-template-columns:1fr !important;grid-template-rows:auto auto;grid-template-areas:"top" "bottom"}.bslib-value-box:not(.showcase-bottom) .value-box-grid .value-box-showcase{grid-area:top !important}.bslib-value-box:not(.showcase-bottom) .value-box-grid .value-box-area{grid-area:bottom !important;justify-content:end}}}.bslib-value-box .value-box-area{justify-content:center;padding:1.5rem 1rem;font-size:.9rem;font-weight:500}.bslib-value-box .value-box-area *{margin-bottom:0;margin-top:0}.bslib-value-box .value-box-title{font-size:1rem;margin-top:0;margin-bottom:.5rem;font-weight:500;line-height:1.2}.bslib-value-box .value-box-title:empty::after{content:" "}.bslib-value-box .value-box-value{font-size:calc(1.29rem + 0.48vw);margin-top:0;margin-bottom:.5rem;font-weight:500;line-height:1.2}@media(min-width: 1200px){.bslib-value-box .value-box-value{font-size:1.65rem}}.bslib-value-box .value-box-value:empty::after{content:" "}.bslib-value-box .value-box-showcase{align-items:center;justify-content:center;margin-top:auto;margin-bottom:auto;padding:1rem}.bslib-value-box .value-box-showcase .bi,.bslib-value-box .value-box-showcase .fa,.bslib-value-box .value-box-showcase .fab,.bslib-value-box .value-box-showcase .fas,.bslib-value-box .value-box-showcase .far{opacity:.85;min-width:50px;max-width:125%}.bslib-value-box .value-box-showcase .bi,.bslib-value-box .value-box-showcase .fa,.bslib-value-box .value-box-showcase .fab,.bslib-value-box .value-box-showcase .fas,.bslib-value-box .value-box-showcase .far{font-size:4rem}.bslib-value-box.showcase-top-right .value-box-grid{grid-template-columns:1fr var(---bslib-value-box-showcase-w, 50%)}.bslib-value-box.showcase-top-right .value-box-grid .value-box-showcase{grid-area:right;margin-left:auto;align-self:start;align-items:end;padding-left:0;padding-bottom:0}.bslib-value-box.showcase-top-right .value-box-grid .value-box-area{grid-area:left;align-self:end}.bslib-value-box.showcase-top-right[data-full-screen=true] .value-box-grid{grid-template-columns:auto var(---bslib-value-box-showcase-w-fs, 1fr)}.bslib-value-box.showcase-top-right[data-full-screen=true] .value-box-grid>div{align-self:center}.bslib-value-box.showcase-top-right:not([data-full-screen=true]) .value-box-showcase{margin-top:0}@container bslib-value-box (max-width: 300px){.bslib-value-box.showcase-top-right:not([data-full-screen=true]) .value-box-grid .value-box-showcase{padding-left:1rem}}.bslib-value-box.showcase-left-center .value-box-grid{grid-template-columns:var(---bslib-value-box-showcase-w, 30%) auto}.bslib-value-box.showcase-left-center[data-full-screen=true] .value-box-grid{grid-template-columns:var(---bslib-value-box-showcase-w-fs, 1fr) auto}.bslib-value-box.showcase-left-center:not([data-fill-screen=true]) .value-box-grid .value-box-showcase{grid-area:left}.bslib-value-box.showcase-left-center:not([data-fill-screen=true]) .value-box-grid .value-box-area{grid-area:right}.bslib-value-box.showcase-bottom .value-box-grid{grid-template-columns:1fr;grid-template-rows:1fr var(---bslib-value-box-showcase-h, auto);grid-template-areas:"top" "bottom";overflow:hidden}.bslib-value-box.showcase-bottom .value-box-grid .value-box-showcase{grid-area:bottom;padding:0;margin:0}.bslib-value-box.showcase-bottom .value-box-grid .value-box-area{grid-area:top}.bslib-value-box.showcase-bottom[data-full-screen=true] .value-box-grid{grid-template-rows:1fr var(---bslib-value-box-showcase-h-fs, 2fr)}.bslib-value-box.showcase-bottom[data-full-screen=true] .value-box-grid .value-box-showcase{padding:1rem}[data-bs-theme=dark] .bslib-value-box{--bslib-value-box-shadow: 0 0.5rem 1rem rgb(0 0 0 / 50%)}@media(min-width: 576px){.nav:not(.nav-hidden){display:flex !important;display:-webkit-flex !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column){float:none !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column)>.bslib-nav-spacer{margin-left:auto !important}.nav:not(.nav-hidden):not(.nav-stacked):not(.flex-column)>.form-inline{margin-top:auto;margin-bottom:auto}.nav:not(.nav-hidden).nav-stacked{flex-direction:column;-webkit-flex-direction:column;height:100%}.nav:not(.nav-hidden).nav-stacked>.bslib-nav-spacer{margin-top:auto !important}}.bslib-card{overflow:auto}.bslib-card .card-body+.card-body{padding-top:0}.bslib-card .card-body{overflow:auto}.bslib-card .card-body p{margin-top:0}.bslib-card .card-body p:last-child{margin-bottom:0}.bslib-card .card-body{max-height:var(--bslib-card-body-max-height, none)}.bslib-card[data-full-screen=true]>.card-body{max-height:var(--bslib-card-body-max-height-full-screen, none)}.bslib-card .card-header .form-group{margin-bottom:0}.bslib-card .card-header .selectize-control{margin-bottom:0}.bslib-card .card-header .selectize-control .item{margin-right:1.15rem}.bslib-card .card-footer{margin-top:auto}.bslib-card .bslib-navs-card-title{display:flex;flex-wrap:wrap;justify-content:space-between;align-items:center}.bslib-card .bslib-navs-card-title .nav{margin-left:auto}.bslib-card .bslib-sidebar-layout:not([data-bslib-sidebar-border=true]){border:none}.bslib-card .bslib-sidebar-layout:not([data-bslib-sidebar-border-radius=true]){border-top-left-radius:0;border-top-right-radius:0}[data-full-screen=true]{position:fixed;inset:3.5rem 1rem 1rem;height:auto !important;max-height:none !important;width:auto !important;z-index:1070}.bslib-full-screen-enter{display:none;position:absolute;bottom:var(--bslib-full-screen-enter-bottom, 0.2rem);right:var(--bslib-full-screen-enter-right, 0);top:var(--bslib-full-screen-enter-top);left:var(--bslib-full-screen-enter-left);color:var(--bslib-color-fg, var(--bs-card-color));background-color:var(--bslib-color-bg, var(--bs-card-bg, var(--bs-body-bg)));border:var(--bs-card-border-width) solid var(--bslib-color-fg, var(--bs-card-border-color));box-shadow:0 2px 4px rgba(0,0,0,.15);margin:.2rem .4rem;padding:.55rem !important;font-size:.8rem;cursor:pointer;opacity:.7;z-index:1070}.bslib-full-screen-enter:hover{opacity:1}.card[data-full-screen=false]:hover>*>.bslib-full-screen-enter{display:block}.bslib-has-full-screen .card:hover>*>.bslib-full-screen-enter{display:none}@media(max-width: 575.98px){.bslib-full-screen-enter{display:none !important}}.bslib-full-screen-exit{position:relative;top:1.35rem;font-size:.9rem;cursor:pointer;text-decoration:none;display:flex;float:right;margin-right:2.15rem;align-items:center;color:rgba(var(--bs-body-bg-rgb), 0.8)}.bslib-full-screen-exit:hover{color:rgba(var(--bs-body-bg-rgb), 1)}.bslib-full-screen-exit svg{margin-left:.5rem;font-size:1.5rem}#bslib-full-screen-overlay{position:fixed;inset:0;background-color:rgba(var(--bs-body-color-rgb), 0.6);backdrop-filter:blur(2px);-webkit-backdrop-filter:blur(2px);z-index:1069;animation:bslib-full-screen-overlay-enter 400ms cubic-bezier(0.6, 0.02, 0.65, 1) forwards}@keyframes bslib-full-screen-overlay-enter{0%{opacity:0}100%{opacity:1}}.bslib-grid{display:grid !important;gap:var(--bslib-spacer, 1rem);height:var(--bslib-grid-height)}.bslib-grid.grid{grid-template-columns:repeat(var(--bs-columns, 12), minmax(0, 1fr));grid-template-rows:unset;grid-auto-rows:var(--bslib-grid--row-heights);--bslib-grid--row-heights--xs: unset;--bslib-grid--row-heights--sm: unset;--bslib-grid--row-heights--md: unset;--bslib-grid--row-heights--lg: unset;--bslib-grid--row-heights--xl: unset;--bslib-grid--row-heights--xxl: unset}.bslib-grid.grid.bslib-grid--row-heights--xs{--bslib-grid--row-heights: var(--bslib-grid--row-heights--xs)}@media(min-width: 576px){.bslib-grid.grid.bslib-grid--row-heights--sm{--bslib-grid--row-heights: var(--bslib-grid--row-heights--sm)}}@media(min-width: 768px){.bslib-grid.grid.bslib-grid--row-heights--md{--bslib-grid--row-heights: var(--bslib-grid--row-heights--md)}}@media(min-width: 992px){.bslib-grid.grid.bslib-grid--row-heights--lg{--bslib-grid--row-heights: var(--bslib-grid--row-heights--lg)}}@media(min-width: 1200px){.bslib-grid.grid.bslib-grid--row-heights--xl{--bslib-grid--row-heights: var(--bslib-grid--row-heights--xl)}}@media(min-width: 1400px){.bslib-grid.grid.bslib-grid--row-heights--xxl{--bslib-grid--row-heights: var(--bslib-grid--row-heights--xxl)}}.bslib-grid>*>.shiny-input-container{width:100%}.bslib-grid-item{grid-column:auto/span 1}@media(max-width: 767.98px){.bslib-grid-item{grid-column:1/-1}}@media(max-width: 575.98px){.bslib-grid{grid-template-columns:1fr !important;height:var(--bslib-grid-height-mobile)}.bslib-grid.grid{height:unset !important;grid-auto-rows:var(--bslib-grid--row-heights--xs, auto)}}.accordion .accordion-header{font-size:calc(1.29rem + 0.48vw);margin-top:0;margin-bottom:.5rem;font-weight:500;line-height:1.2;color:var(--bs-heading-color);margin-bottom:0}@media(min-width: 1200px){.accordion .accordion-header{font-size:1.65rem}}.accordion .accordion-icon:not(:empty){margin-right:.75rem;display:flex}.accordion .accordion-button:not(.collapsed){box-shadow:none}.accordion 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143.4);--quarto-scss-export-red-400: rgb(227, 93.4, 106.2);--quarto-scss-export-red-500: #dc3545;--quarto-scss-export-red-600: rgb(176, 42.4, 55.2);--quarto-scss-export-red-700: rgb(132, 31.8, 41.4);--quarto-scss-export-red-800: rgb(88, 21.2, 27.6);--quarto-scss-export-red-900: rgb(44, 10.6, 13.8);--quarto-scss-export-orange-100: rgb(254.6, 229.2, 208);--quarto-scss-export-orange-200: rgb(254.2, 203.4, 161);--quarto-scss-export-orange-300: rgb(253.8, 177.6, 114);--quarto-scss-export-orange-400: rgb(253.4, 151.8, 67);--quarto-scss-export-orange-500: #fd7e14;--quarto-scss-export-orange-600: rgb(202.4, 100.8, 16);--quarto-scss-export-orange-700: rgb(151.8, 75.6, 12);--quarto-scss-export-orange-800: rgb(101.2, 50.4, 8);--quarto-scss-export-orange-900: rgb(50.6, 25.2, 4);--quarto-scss-export-yellow-100: rgb(255, 242.6, 205.4);--quarto-scss-export-yellow-200: rgb(255, 230.2, 155.8);--quarto-scss-export-yellow-300: rgb(255, 217.8, 106.2);--quarto-scss-export-yellow-400: rgb(255, 205.4, 56.6);--quarto-scss-export-yellow-500: #ffc107;--quarto-scss-export-yellow-600: rgb(204, 154.4, 5.6);--quarto-scss-export-yellow-700: rgb(153, 115.8, 4.2);--quarto-scss-export-yellow-800: rgb(102, 77.2, 2.8);--quarto-scss-export-yellow-900: rgb(51, 38.6, 1.4);--quarto-scss-export-green-100: rgb(209, 231, 220.8);--quarto-scss-export-green-200: rgb(163, 207, 186.6);--quarto-scss-export-green-300: rgb(117, 183, 152.4);--quarto-scss-export-green-400: rgb(71, 159, 118.2);--quarto-scss-export-green-500: #198754;--quarto-scss-export-green-600: rgb(20, 108, 67.2);--quarto-scss-export-green-700: rgb(15, 81, 50.4);--quarto-scss-export-green-800: rgb(10, 54, 33.6);--quarto-scss-export-green-900: rgb(5, 27, 16.8);--quarto-scss-export-teal-100: rgb(210.4, 244.2, 234.2);--quarto-scss-export-teal-200: rgb(165.8, 233.4, 213.4);--quarto-scss-export-teal-300: rgb(121.2, 222.6, 192.6);--quarto-scss-export-teal-400: rgb(76.6, 211.8, 171.8);--quarto-scss-export-teal-500: #20c997;--quarto-scss-export-teal-600: rgb(25.6, 160.8, 120.8);--quarto-scss-export-teal-700: rgb(19.2, 120.6, 90.6);--quarto-scss-export-teal-800: rgb(12.8, 80.4, 60.4);--quarto-scss-export-teal-900: rgb(6.4, 40.2, 30.2);--quarto-scss-export-cyan-100: rgb(206.6, 244.4, 252);--quarto-scss-export-cyan-200: rgb(158.2, 233.8, 249);--quarto-scss-export-cyan-300: rgb(109.8, 223.2, 246);--quarto-scss-export-cyan-400: rgb(61.4, 212.6, 243);--quarto-scss-export-cyan-500: #0dcaf0;--quarto-scss-export-cyan-600: rgb(10.4, 161.6, 192);--quarto-scss-export-cyan-700: rgb(7.8, 121.2, 144);--quarto-scss-export-cyan-800: rgb(5.2, 80.8, 96);--quarto-scss-export-cyan-900: rgb(2.6, 40.4, 48);--quarto-scss-export-default: #dee2e6;--quarto-scss-export-secondary: #6c757d;--quarto-scss-export-success: #198754;--quarto-scss-export-info: #0dcaf0;--quarto-scss-export-warning: #ffc107;--quarto-scss-export-danger: #dc3545;--quarto-scss-export-light: #f8f9fa;--quarto-scss-export-dark: #212529;--quarto-scss-export-primary-text-emphasis: rgb(5.2, 44, 101.2);--quarto-scss-export-secondary-text-emphasis: rgb(43.2, 46.8, 50);--quarto-scss-export-success-text-emphasis: rgb(10, 54, 33.6);--quarto-scss-export-info-text-emphasis: rgb(5.2, 80.8, 96);--quarto-scss-export-warning-text-emphasis: rgb(102, 77.2, 2.8);--quarto-scss-export-danger-text-emphasis: rgb(88, 21.2, 27.6);--quarto-scss-export-light-text-emphasis: #495057;--quarto-scss-export-dark-text-emphasis: #495057;--quarto-scss-export-primary-bg-subtle: rgb(206.6, 226, 254.6);--quarto-scss-export-secondary-bg-subtle: rgb(225.6, 227.4, 229);--quarto-scss-export-success-bg-subtle: rgb(209, 231, 220.8);--quarto-scss-export-info-bg-subtle: rgb(206.6, 244.4, 252);--quarto-scss-export-warning-bg-subtle: rgb(255, 242.6, 205.4);--quarto-scss-export-danger-bg-subtle: rgb(248, 214.6, 217.8);--quarto-scss-export-light-bg-subtle: rgb(251.5, 252, 252.5);--quarto-scss-export-dark-bg-subtle: #ced4da;--quarto-scss-export-primary-border-subtle: rgb(158.2, 197, 254.2);--quarto-scss-export-secondary-border-subtle: rgb(196.2, 199.8, 203);--quarto-scss-export-success-border-subtle: rgb(163, 207, 186.6);--quarto-scss-export-info-border-subtle: rgb(158.2, 233.8, 249);--quarto-scss-export-warning-border-subtle: rgb(255, 230.2, 155.8);--quarto-scss-export-danger-border-subtle: rgb(241, 174.2, 180.6);--quarto-scss-export-light-border-subtle: #e9ecef;--quarto-scss-export-dark-border-subtle: #adb5bd;--quarto-scss-export-body-text-align: ;--quarto-scss-export-body-color: #212529;--quarto-scss-export-body-bg: #ffffff;--quarto-scss-export-body-secondary-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-body-secondary-bg: #e9ecef;--quarto-scss-export-body-tertiary-color: rgba(33, 37, 41, 0.5);--quarto-scss-export-body-tertiary-bg: #f8f9fa;--quarto-scss-export-body-emphasis-color: #000;--quarto-scss-export-link-hover-color: rgb(10.4, 88, 202.4);--quarto-scss-export-link-hover-decoration: ;--quarto-scss-export-border-color-translucent: rgba(0, 0, 0, 0.175);--quarto-scss-export-component-active-bg: #0d6efd;--quarto-scss-export-component-active-color: #ffffff;--quarto-scss-export-focus-ring-color: rgba(13, 110, 253, 0.25);--quarto-scss-export-headings-font-family: ;--quarto-scss-export-headings-font-style: ;--quarto-scss-export-display-font-family: ;--quarto-scss-export-display-font-style: ;--quarto-scss-export-text-muted: rgba(33, 37, 41, 0.75);--quarto-scss-export-blockquote-footer-color: #6c757d;--quarto-scss-export-blockquote-border-color: #e9ecef;--quarto-scss-export-hr-bg-color: ;--quarto-scss-export-hr-height: ;--quarto-scss-export-hr-border-color: ;--quarto-scss-export-legend-font-weight: ;--quarto-scss-export-mark-bg: rgb(255, 242.6, 205.4);--quarto-scss-export-table-color: #212529;--quarto-scss-export-table-bg: #ffffff;--quarto-scss-export-table-accent-bg: transparent;--quarto-scss-export-table-th-font-weight: ;--quarto-scss-export-table-striped-color: #212529;--quarto-scss-export-table-striped-bg: rgba(0, 0, 0, 0.05);--quarto-scss-export-table-active-color: #212529;--quarto-scss-export-table-active-bg: rgba(0, 0, 0, 0.1);--quarto-scss-export-table-hover-color: #212529;--quarto-scss-export-table-hover-bg: rgba(0, 0, 0, 0.075);--quarto-scss-export-table-caption-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-input-btn-font-family: ;--quarto-scss-export-input-btn-focus-color: rgba(13, 110, 253, 0.25);--quarto-scss-export-btn-color: #212529;--quarto-scss-export-btn-font-family: ;--quarto-scss-export-btn-white-space: ;--quarto-scss-export-btn-link-color: #0d6efd;--quarto-scss-export-btn-link-hover-color: rgb(10.4, 88, 202.4);--quarto-scss-export-btn-link-disabled-color: #6c757d;--quarto-scss-export-form-text-font-style: ;--quarto-scss-export-form-text-font-weight: ;--quarto-scss-export-form-text-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-form-label-font-size: ;--quarto-scss-export-form-label-font-style: ;--quarto-scss-export-form-label-font-weight: ;--quarto-scss-export-form-label-color: ;--quarto-scss-export-input-font-family: ;--quarto-scss-export-input-disabled-color: ;--quarto-scss-export-input-disabled-bg: #e9ecef;--quarto-scss-export-input-disabled-border-color: ;--quarto-scss-export-input-color: #212529;--quarto-scss-export-input-focus-bg: #ffffff;--quarto-scss-export-input-focus-border-color: rgb(134, 182.5, 254);--quarto-scss-export-input-focus-color: #212529;--quarto-scss-export-input-placeholder-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-input-plaintext-color: #212529;--quarto-scss-export-form-check-label-color: ;--quarto-scss-export-form-check-transition: ;--quarto-scss-export-form-check-input-bg: #ffffff;--quarto-scss-export-form-check-input-focus-border: rgb(134, 182.5, 254);--quarto-scss-export-form-check-input-checked-color: #ffffff;--quarto-scss-export-form-check-input-checked-bg-color: #0d6efd;--quarto-scss-export-form-check-input-checked-border-color: #0d6efd;--quarto-scss-export-form-check-input-indeterminate-color: #ffffff;--quarto-scss-export-form-check-input-indeterminate-bg-color: #0d6efd;--quarto-scss-export-form-check-input-indeterminate-border-color: #0d6efd;--quarto-scss-export-form-switch-color: rgba(0, 0, 0, 0.25);--quarto-scss-export-form-switch-focus-color: rgb(134, 182.5, 254);--quarto-scss-export-form-switch-checked-color: #ffffff;--quarto-scss-export-input-group-addon-color: #212529;--quarto-scss-export-input-group-addon-bg: #f8f9fa;--quarto-scss-export-input-group-addon-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-form-select-font-family: ;--quarto-scss-export-form-select-color: #212529;--quarto-scss-export-form-select-bg: #ffffff;--quarto-scss-export-form-select-disabled-color: ;--quarto-scss-export-form-select-disabled-bg: #e9ecef;--quarto-scss-export-form-select-disabled-border-color: ;--quarto-scss-export-form-select-indicator-color: #343a40;--quarto-scss-export-form-select-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-form-select-focus-border-color: rgb(134, 182.5, 254);--quarto-scss-export-form-range-track-bg: #f8f9fa;--quarto-scss-export-form-range-thumb-bg: #0d6efd;--quarto-scss-export-form-range-thumb-active-bg: rgb(182.4, 211.5, 254.4);--quarto-scss-export-form-range-thumb-disabled-bg: rgba(33, 37, 41, 0.75);--quarto-scss-export-form-file-button-color: #212529;--quarto-scss-export-form-file-button-bg: #f8f9fa;--quarto-scss-export-form-file-button-hover-bg: #e9ecef;--quarto-scss-export-form-floating-label-disabled-color: #6c757d;--quarto-scss-export-form-feedback-font-style: ;--quarto-scss-export-form-feedback-valid-color: #198754;--quarto-scss-export-form-feedback-invalid-color: #dc3545;--quarto-scss-export-form-feedback-icon-valid-color: #198754;--quarto-scss-export-form-feedback-icon-invalid-color: #dc3545;--quarto-scss-export-form-valid-color: #198754;--quarto-scss-export-form-valid-border-color: #198754;--quarto-scss-export-form-invalid-color: #dc3545;--quarto-scss-export-form-invalid-border-color: #dc3545;--quarto-scss-export-nav-link-font-size: ;--quarto-scss-export-nav-link-font-weight: ;--quarto-scss-export-nav-link-color: #0d6efd;--quarto-scss-export-nav-link-hover-color: rgb(10.4, 88, 202.4);--quarto-scss-export-nav-link-disabled-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-nav-tabs-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-nav-tabs-link-hover-border-color: #e9ecef #e9ecef rgb(221.7, 222.3, 222.9);--quarto-scss-export-nav-tabs-link-active-color: #000;--quarto-scss-export-nav-tabs-link-active-bg: #ffffff;--quarto-scss-export-nav-pills-link-active-bg: #0d6efd;--quarto-scss-export-nav-pills-link-active-color: #ffffff;--quarto-scss-export-nav-underline-link-active-color: #000;--quarto-scss-export-navbar-padding-x: ;--quarto-scss-export-navbar-light-contrast: #ffffff;--quarto-scss-export-navbar-dark-contrast: #ffffff;--quarto-scss-export-navbar-light-icon-color: rgba(255, 255, 255, 0.75);--quarto-scss-export-navbar-dark-icon-color: rgba(255, 255, 255, 0.75);--quarto-scss-export-dropdown-color: #212529;--quarto-scss-export-dropdown-bg: #ffffff;--quarto-scss-export-dropdown-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-divider-bg: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-link-color: #212529;--quarto-scss-export-dropdown-link-hover-color: #212529;--quarto-scss-export-dropdown-link-hover-bg: #f8f9fa;--quarto-scss-export-dropdown-link-active-bg: #0d6efd;--quarto-scss-export-dropdown-link-active-color: #ffffff;--quarto-scss-export-dropdown-link-disabled-color: rgba(33, 37, 41, 0.5);--quarto-scss-export-dropdown-header-color: #6c757d;--quarto-scss-export-dropdown-dark-color: #dee2e6;--quarto-scss-export-dropdown-dark-bg: #343a40;--quarto-scss-export-dropdown-dark-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-dark-divider-bg: rgba(0, 0, 0, 0.175);--quarto-scss-export-dropdown-dark-box-shadow: ;--quarto-scss-export-dropdown-dark-link-color: #dee2e6;--quarto-scss-export-dropdown-dark-link-hover-color: #ffffff;--quarto-scss-export-dropdown-dark-link-hover-bg: rgba(255, 255, 255, 0.15);--quarto-scss-export-dropdown-dark-link-active-color: #ffffff;--quarto-scss-export-dropdown-dark-link-active-bg: #0d6efd;--quarto-scss-export-dropdown-dark-link-disabled-color: #adb5bd;--quarto-scss-export-dropdown-dark-header-color: #adb5bd;--quarto-scss-export-pagination-color: #0d6efd;--quarto-scss-export-pagination-bg: #ffffff;--quarto-scss-export-pagination-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-pagination-focus-color: rgb(10.4, 88, 202.4);--quarto-scss-export-pagination-focus-bg: #e9ecef;--quarto-scss-export-pagination-hover-color: rgb(10.4, 88, 202.4);--quarto-scss-export-pagination-hover-bg: #f8f9fa;--quarto-scss-export-pagination-hover-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-pagination-active-color: #ffffff;--quarto-scss-export-pagination-active-bg: #0d6efd;--quarto-scss-export-pagination-active-border-color: #0d6efd;--quarto-scss-export-pagination-disabled-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-pagination-disabled-bg: #e9ecef;--quarto-scss-export-pagination-disabled-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-card-title-color: ;--quarto-scss-export-card-subtitle-color: ;--quarto-scss-export-card-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-card-box-shadow: ;--quarto-scss-export-card-cap-bg: rgba(33, 37, 41, 0.03);--quarto-scss-export-card-cap-color: ;--quarto-scss-export-card-height: ;--quarto-scss-export-card-color: ;--quarto-scss-export-card-bg: #ffffff;--quarto-scss-export-accordion-color: #212529;--quarto-scss-export-accordion-bg: #ffffff;--quarto-scss-export-accordion-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-accordion-button-color: #212529;--quarto-scss-export-accordion-button-bg: #ffffff;--quarto-scss-export-accordion-button-active-bg: rgb(206.6, 226, 254.6);--quarto-scss-export-accordion-button-active-color: rgb(5.2, 44, 101.2);--quarto-scss-export-accordion-button-focus-border-color: rgb(134, 182.5, 254);--quarto-scss-export-accordion-icon-color: #212529;--quarto-scss-export-accordion-icon-active-color: rgb(5.2, 44, 101.2);--quarto-scss-export-tooltip-color: #ffffff;--quarto-scss-export-tooltip-bg: #000;--quarto-scss-export-tooltip-margin: ;--quarto-scss-export-tooltip-arrow-color: ;--quarto-scss-export-form-feedback-tooltip-line-height: ;--quarto-scss-export-popover-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-popover-header-bg: #e9ecef;--quarto-scss-export-popover-body-color: #212529;--quarto-scss-export-popover-arrow-color: #ffffff;--quarto-scss-export-popover-arrow-outer-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-toast-color: ;--quarto-scss-export-toast-background-color: rgba(255, 255, 255, 0.85);--quarto-scss-export-toast-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-toast-header-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-toast-header-background-color: rgba(255, 255, 255, 0.85);--quarto-scss-export-toast-header-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-badge-color: #ffffff;--quarto-scss-export-modal-content-color: ;--quarto-scss-export-modal-content-bg: #ffffff;--quarto-scss-export-modal-content-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-modal-backdrop-bg: #000;--quarto-scss-export-modal-header-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-modal-footer-bg: ;--quarto-scss-export-modal-footer-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-progress-bg: #e9ecef;--quarto-scss-export-progress-bar-color: #ffffff;--quarto-scss-export-progress-bar-bg: #0d6efd;--quarto-scss-export-list-group-color: #212529;--quarto-scss-export-list-group-bg: #ffffff;--quarto-scss-export-list-group-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-list-group-hover-bg: #f8f9fa;--quarto-scss-export-list-group-active-bg: #0d6efd;--quarto-scss-export-list-group-active-color: #ffffff;--quarto-scss-export-list-group-active-border-color: #0d6efd;--quarto-scss-export-list-group-disabled-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-list-group-disabled-bg: #ffffff;--quarto-scss-export-list-group-action-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-list-group-action-hover-color: #000;--quarto-scss-export-list-group-action-active-color: #212529;--quarto-scss-export-list-group-action-active-bg: #e9ecef;--quarto-scss-export-thumbnail-bg: #ffffff;--quarto-scss-export-thumbnail-border-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-figure-caption-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-breadcrumb-font-size: ;--quarto-scss-export-breadcrumb-bg: ;--quarto-scss-export-breadcrumb-divider-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-breadcrumb-active-color: rgba(33, 37, 41, 0.75);--quarto-scss-export-breadcrumb-border-radius: ;--quarto-scss-export-carousel-control-color: #ffffff;--quarto-scss-export-carousel-indicator-active-bg: #ffffff;--quarto-scss-export-carousel-caption-color: #ffffff;--quarto-scss-export-carousel-dark-indicator-active-bg: #000;--quarto-scss-export-carousel-dark-caption-color: #000;--quarto-scss-export-btn-close-color: #000;--quarto-scss-export-offcanvas-border-color: rgba(0, 0, 0, 0.175);--quarto-scss-export-offcanvas-bg-color: #ffffff;--quarto-scss-export-offcanvas-color: #212529;--quarto-scss-export-offcanvas-backdrop-bg: #000;--quarto-scss-export-code-color-dark: white;--quarto-scss-export-kbd-color: #ffffff;--quarto-scss-export-kbd-bg: #212529;--quarto-scss-export-nested-kbd-font-weight: ;--quarto-scss-export-pre-bg: #f8f9fa;--quarto-scss-export-pre-color: #000;--quarto-scss-export-bslib-page-sidebar-title-bg: #517699;--quarto-scss-export-bslib-page-sidebar-title-color: #ffffff;--quarto-scss-export-bslib-sidebar-bg: rgba(var(--bs-emphasis-color-rgb, 0, 0, 0), 0.05);--quarto-scss-export-bslib-sidebar-toggle-bg: rgba(var(--bs-emphasis-color-rgb, 0, 0, 0), 0.1);--quarto-scss-export-mermaid-bg-color: #ffffff;--quarto-scss-export-mermaid-edge-color: #6c757d;--quarto-scss-export-mermaid-node-fg-color: #212529;--quarto-scss-export-mermaid-fg-color: #212529;--quarto-scss-export-mermaid-fg-color--lighter: rgb(55.7432432432, 62.5, 69.2567567568);--quarto-scss-export-mermaid-fg-color--lightest: rgb(78.4864864865, 88, 97.5135135135);--quarto-scss-export-mermaid-label-bg-color: #ffffff;--quarto-scss-export-mermaid-label-fg-color: #0d6efd;--quarto-scss-export-mermaid-node-bg-color: rgba(13, 110, 253, 0.1);--quarto-scss-export-code-block-border-left-color: rgb(221.7, 222.3, 222.9);--quarto-scss-export-callout-color-note: #0d6efd;--quarto-scss-export-callout-color-tip: #198754;--quarto-scss-export-callout-color-important: #dc3545;--quarto-scss-export-callout-color-caution: #fd7e14;--quarto-scss-export-callout-color-warning: #ffc107} \ No newline at end of file diff --git a/vignette_jobim_files/libs/bootstrap/bootstrap-icons.css b/vignette_jobim_files/libs/bootstrap/bootstrap-icons.css index 285e444..82b40f5 100644 --- a/vignette_jobim_files/libs/bootstrap/bootstrap-icons.css +++ b/vignette_jobim_files/libs/bootstrap/bootstrap-icons.css @@ -1,6 +1,6 @@ /*! - * Bootstrap Icons v1.11.1 (https://icons.getbootstrap.com/) - * Copyright 2019-2023 The Bootstrap Authors + * Bootstrap Icons v1.13.1 (https://icons.getbootstrap.com/) + * Copyright 2019-2024 The Bootstrap Authors * Licensed under MIT (https://github.com/twbs/icons/blob/main/LICENSE) */ @@ -8,7 +8,7 @@ font-display: block; font-family: "bootstrap-icons"; src: -url("./bootstrap-icons.woff?2820a3852bdb9a5832199cc61cec4e65") format("woff"); +url("./bootstrap-icons.woff?e34853135f9e39acf64315236852cd5a") format("woff"); } .bi::before, @@ -2076,3 +2076,31 @@ url("./bootstrap-icons.woff?2820a3852bdb9a5832199cc61cec4e65") format("woff"); .bi-suitcase2-fill::before { content: "\f901"; } .bi-suitcase2::before { content: "\f902"; } .bi-vignette::before { content: "\f903"; } +.bi-bluesky::before { content: "\f7f9"; } +.bi-tux::before { content: "\f904"; } +.bi-beaker-fill::before { content: "\f905"; } +.bi-beaker::before { content: "\f906"; } +.bi-flask-fill::before { content: "\f907"; } +.bi-flask-florence-fill::before { content: "\f908"; } +.bi-flask-florence::before { content: "\f909"; } +.bi-flask::before { content: "\f90a"; } +.bi-leaf-fill::before { content: "\f90b"; } +.bi-leaf::before { content: "\f90c"; } +.bi-measuring-cup-fill::before { content: "\f90d"; } +.bi-measuring-cup::before { content: "\f90e"; } +.bi-unlock2-fill::before { content: "\f90f"; } +.bi-unlock2::before { content: "\f910"; } +.bi-battery-low::before { content: "\f911"; } +.bi-anthropic::before { content: "\f912"; } +.bi-apple-music::before { content: "\f913"; } +.bi-claude::before { content: "\f914"; } +.bi-openai::before { content: "\f915"; } +.bi-perplexity::before { content: "\f916"; } +.bi-css::before { content: "\f917"; } +.bi-javascript::before { content: "\f918"; } +.bi-typescript::before { content: "\f919"; } +.bi-fork-knife::before { content: "\f91a"; } +.bi-globe-americas-fill::before { content: "\f91b"; } +.bi-globe-asia-australia-fill::before { content: "\f91c"; } +.bi-globe-central-south-asia-fill::before { content: "\f91d"; } +.bi-globe-europe-africa-fill::before { content: "\f91e"; } diff --git a/vignette_jobim_files/libs/bootstrap/bootstrap-icons.woff b/vignette_jobim_files/libs/bootstrap/bootstrap-icons.woff index dbeeb05..a4fa4f0 100644 Binary files a/vignette_jobim_files/libs/bootstrap/bootstrap-icons.woff and b/vignette_jobim_files/libs/bootstrap/bootstrap-icons.woff differ diff --git a/vignette_jobim_files/libs/quarto-html/axe/axe-check.js b/vignette_jobim_files/libs/quarto-html/axe/axe-check.js new file mode 100644 index 0000000..8808085 --- /dev/null +++ b/vignette_jobim_files/libs/quarto-html/axe/axe-check.js @@ -0,0 +1,145 @@ +class QuartoAxeReporter { + constructor(axeResult, options) { + this.axeResult = axeResult; + this.options = options; + } + + report() { + throw new Error("report() is an abstract method"); + } +} + +class QuartoAxeJsonReporter extends QuartoAxeReporter { + constructor(axeResult, options) { + super(axeResult, options); + } + + report() { + console.log(JSON.stringify(this.axeResult, null, 2)); + } +} + +class QuartoAxeConsoleReporter extends QuartoAxeReporter { + constructor(axeResult, options) { + super(axeResult, options); + } + + report() { + for (const violation of this.axeResult.violations) { + console.log(violation.description); + for (const node of violation.nodes) { + for (const target of node.target) { + console.log(target); + console.log(document.querySelector(target)); + } + } + } + } +} + +class QuartoAxeDocumentReporter extends QuartoAxeReporter { + constructor(axeResult, options) { + super(axeResult, options); + } + + createViolationElement(violation) { + const violationElement = document.createElement("div"); + + const descriptionElement = document.createElement("div"); + descriptionElement.className = "quarto-axe-violation-description"; + descriptionElement.innerText = `${violation.impact.replace(/^[a-z]/, match => match.toLocaleUpperCase())}: ${violation.description}`; + violationElement.appendChild(descriptionElement); + + const helpElement = document.createElement("div"); + helpElement.className = "quarto-axe-violation-help"; + helpElement.innerText = violation.help; + violationElement.appendChild(helpElement); + + const nodesElement = document.createElement("div"); + nodesElement.className = "quarto-axe-violation-nodes"; + violationElement.appendChild(nodesElement); + const nodeElement = document.createElement("div"); + nodeElement.className = "quarto-axe-violation-selector"; + for (const node of violation.nodes) { + for (const target of node.target) { + const targetElement = document.createElement("span"); + targetElement.className = "quarto-axe-violation-target"; + targetElement.innerText = target; + nodeElement.appendChild(targetElement); + nodeElement.addEventListener("mouseenter", () => { + const element = document.querySelector(target); + if (element) { + element.scrollIntoView({ behavior: "smooth", block: "center" }); + element.classList.add("quarto-axe-hover-highlight"); + setTimeout(() => { + element.style.border = ""; + }, 2000); + } + }); + nodeElement.addEventListener("mouseleave", () => { + const element = document.querySelector(target); + if (element) { + element.classList.remove("quarto-axe-hover-highlight"); + } + }); + nodeElement.addEventListener("click", () => { + console.log(document.querySelector(target)); + }); + nodeElement.appendChild(targetElement); + } + nodesElement.appendChild(nodeElement); + } + return violationElement; + } + + report() { + const violations = this.axeResult.violations; + const reportElement = document.createElement("div"); + reportElement.className = "quarto-axe-report"; + if (violations.length === 0) { + const noViolationsElement = document.createElement("div"); + noViolationsElement.className = "quarto-axe-no-violations"; + noViolationsElement.innerText = "No axe-core violations found."; + reportElement.appendChild(noViolationsElement); + } + violations.forEach((violation) => { + reportElement.appendChild(this.createViolationElement(violation)); + }); + document.querySelector("main").appendChild(reportElement); + } +} + +const reporters = { + json: QuartoAxeJsonReporter, + console: QuartoAxeConsoleReporter, + document: QuartoAxeDocumentReporter, +}; + +class QuartoAxeChecker { + constructor(opts) { + this.options = opts; + } + async init() { + const axe = (await import("https://cdn.skypack.dev/pin/axe-core@v4.10.3-aVOFXWsJaCpVrtv89pCa/mode=imports,min/optimized/axe-core.js")).default; + const result = await axe.run({ + exclude: [ + // https://github.com/microsoft/tabster/issues/288 + // MS has claimed they won't fix this, so we need to add an exclusion to + // all tabster elements + "[data-tabster-dummy]" + ], + preload: { assets: ['cssom'], timeout: 50000 } + }); + const reporter = this.options === true ? new QuartoAxeConsoleReporter(result) : new reporters[this.options.output](result, this.options); + reporter.report(); + } +} + +export async function init() { + const opts = document.querySelector("#quarto-axe-checker-options"); + if (opts) { + const jsonOptions = JSON.parse(atob(opts.textContent)); + const checker = new QuartoAxeChecker(jsonOptions); + await checker.init(); + } +} \ No newline at end of file diff --git a/vignette_jobim_files/libs/quarto-html/quarto-syntax-highlighting-7b89279ff1a6dce999919e0e67d4d9ec.css b/vignette_jobim_files/libs/quarto-html/quarto-syntax-highlighting-7b89279ff1a6dce999919e0e67d4d9ec.css new file mode 100644 index 0000000..7fc5b67 --- /dev/null +++ b/vignette_jobim_files/libs/quarto-html/quarto-syntax-highlighting-7b89279ff1a6dce999919e0e67d4d9ec.css @@ -0,0 +1,236 @@ +/* quarto syntax highlight colors */ +:root { + --quarto-hl-ot-color: #003B4F; + --quarto-hl-at-color: #657422; + --quarto-hl-ss-color: #20794D; + --quarto-hl-an-color: #5E5E5E; + --quarto-hl-fu-color: #4758AB; + --quarto-hl-st-color: #20794D; + --quarto-hl-cf-color: #003B4F; + --quarto-hl-op-color: #5E5E5E; + --quarto-hl-er-color: #AD0000; + --quarto-hl-bn-color: #AD0000; + --quarto-hl-al-color: #AD0000; + --quarto-hl-va-color: #111111; + --quarto-hl-bu-color: inherit; + --quarto-hl-ex-color: inherit; + --quarto-hl-pp-color: #AD0000; + --quarto-hl-in-color: #5E5E5E; + --quarto-hl-vs-color: #20794D; + --quarto-hl-wa-color: #5E5E5E; + --quarto-hl-do-color: #5E5E5E; + --quarto-hl-im-color: #00769E; + --quarto-hl-ch-color: #20794D; + --quarto-hl-dt-color: #AD0000; + --quarto-hl-fl-color: #AD0000; + --quarto-hl-co-color: #5E5E5E; + --quarto-hl-cv-color: #5E5E5E; + --quarto-hl-cn-color: #8f5902; + --quarto-hl-sc-color: #5E5E5E; + --quarto-hl-dv-color: #AD0000; + --quarto-hl-kw-color: #003B4F; +} + +/* other quarto variables */ +:root { + --quarto-font-monospace: SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace; +} + +/* syntax highlight based on Pandoc's rules */ +pre > code.sourceCode > span { + color: #003B4F; +} + +code.sourceCode > span { + color: #003B4F; +} + +div.sourceCode, +div.sourceCode pre.sourceCode { + color: #003B4F; +} + +/* Normal */ +code span { + color: #003B4F; +} + +/* Alert */ +code span.al { + color: #AD0000; + font-style: inherit; +} + +/* Annotation */ +code span.an { + color: #5E5E5E; + font-style: inherit; +} + +/* Attribute */ +code span.at { + color: #657422; + font-style: inherit; +} + +/* BaseN */ +code span.bn { + color: #AD0000; + font-style: inherit; +} + +/* BuiltIn */ +code span.bu { + font-style: inherit; +} + +/* ControlFlow */ +code span.cf { + color: #003B4F; + font-weight: bold; + font-style: inherit; +} + +/* Char */ +code span.ch { + color: #20794D; + font-style: inherit; +} + +/* Constant */ +code span.cn { + color: #8f5902; + font-style: inherit; +} + +/* Comment */ +code span.co { + color: #5E5E5E; + font-style: inherit; +} + +/* CommentVar */ +code span.cv { + color: #5E5E5E; + font-style: italic; +} + +/* Documentation */ +code span.do { + color: #5E5E5E; + font-style: italic; +} + +/* DataType */ +code span.dt { + color: #AD0000; + font-style: inherit; +} + +/* DecVal */ +code span.dv { + color: #AD0000; + font-style: inherit; +} + +/* Error */ +code span.er { + color: #AD0000; + font-style: inherit; +} + +/* Extension */ +code span.ex { + font-style: inherit; +} + +/* Float */ +code span.fl { + color: #AD0000; + font-style: inherit; +} + +/* Function */ +code span.fu { + color: #4758AB; + font-style: inherit; +} + +/* Import */ +code span.im { + color: #00769E; + font-style: inherit; +} + +/* Information */ +code span.in { + color: #5E5E5E; + font-style: inherit; +} + +/* Keyword */ +code span.kw { + color: #003B4F; + font-weight: bold; + font-style: inherit; +} + +/* Operator */ +code span.op { + color: #5E5E5E; + font-style: inherit; +} + +/* Other */ +code span.ot { + color: #003B4F; + font-style: inherit; +} + +/* Preprocessor */ +code span.pp { + color: #AD0000; + font-style: inherit; +} + +/* SpecialChar */ +code span.sc { + color: #5E5E5E; + font-style: inherit; +} + +/* SpecialString */ +code span.ss { + color: #20794D; + font-style: inherit; +} + +/* String */ +code span.st { + color: #20794D; + font-style: inherit; +} + +/* Variable */ +code span.va { + color: #111111; + font-style: inherit; +} + +/* VerbatimString */ +code span.vs { + color: #20794D; + font-style: inherit; +} + +/* Warning */ +code span.wa { + color: #5E5E5E; + font-style: italic; +} + +.prevent-inlining { + content: "
