151 lines
5.2 KiB
JSON
151 lines
5.2 KiB
JSON
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{
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"title": "Gate Cloud Covid19 Vaccine Text Categoriser",
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"description": "A machine learning classifier trained to categorise text about COVID-19 vaccines into 6 categories - Liberty or Freedom; Development, Provision and Access; Safety, Efficacy and Necessity; Politics and Economics; Conspiracy; Morality, Religiosity and Ethics. The service returns the top two categories for each input text - for full details see https://cloud.gate.ac.uk/shopfront/displayItem/covid19-vaccine",
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"version": "1.0.0",
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"jobControlOptions": "async-execute",
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"metadata": [
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{
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"title": "Marco Lettere",
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"role": "author",
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"href": "https://accounts.dev.d4science.org/auth/admin/realms/d4science/users/88c76e47-5881-4716-a2bf-02d3b4073574"
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},
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{
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"role": "category",
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"title": "Text_Classification"
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}
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],
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"inputs": {
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"ccpimage": {
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"id": "ccpimage",
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"title": "Runtime",
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"description": "The image of the runtime to use for method execution. This depends on the infrastructure specific protocol for interacting with registries.",
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"minOccurs": 1,
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"maxOccurs": 1,
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"schema": {
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"type": "string",
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"format": "url",
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"contentMediaType": "text/plain",
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"default": "hub.dev.d4science.org/ccp-runtimes/gatecloud-base:latest",
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"readOnly": true
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}
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},
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"inputFile": {
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"id": "inputFile",
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"title": "inputFile",
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"description": "Input CSV file()",
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"minOccurs": 1,
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"maxOccurs": 1,
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"schema": {
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"type": "string",
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"format": "remotefile",
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"default": "",
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"contentMediaType": "text/csv"
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}
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},
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"columnSeparator": {
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"id": "columnSeparator",
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"title": "columnSeparator",
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"description": "Separator between columns - comma for a normal CSV file but tab is also supported()",
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"minOccurs": 1,
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"maxOccurs": 1,
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"schema": {
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"type": "string",
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"enum": [
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"comma",
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"tab"
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],
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"default": "comma"
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}
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},
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"hasHeaders": {
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"id": "hasHeaders",
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"title": "hasHeaders",
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"description": "Does the CSV have a header row?()",
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"minOccurs": 1,
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"maxOccurs": 1,
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"schema": {
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"type": "string",
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"format": "boolean",
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"default": "false"
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}
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},
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"textColumn": {
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"id": "textColumn",
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"title": "textColumn",
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"description": "Column name (if hasHeaders) or index (1-based) that contains the text to process()",
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"minOccurs": 1,
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"maxOccurs": 1,
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"schema": {
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"type": "string",
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"format": "none",
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"default": "1"
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}
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},
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"copyColumns": {
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"id": "copyColumns",
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"title": "copyColumns",
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"description": "Comma-separated list of column names (if hasHeaders is true) or indexes (1-based) that should be copied from the input to output, for example a column representing the document identifier. 0 means do not copy any columns to the output.()",
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"minOccurs": 1,
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"maxOccurs": 1,
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"schema": {
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"type": "string",
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"format": "none",
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"default": "0"
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}
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}
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},
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"outputs": {
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"result": {
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"id": "result",
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"title": "result",
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"description": "Result CSV file",
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"minOccurs": 1,
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"maxOccurs": 1,
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"metadata": [
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{
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"title": "result.csv",
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"role": "file",
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"href": "/ccp_data/output/result.csv"
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}
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],
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"schema": {
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"type": "string",
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"contentEncoding": "binary",
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"contentMediaType": "text/csv"
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}
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}
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},
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"additionalParameters": {
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"parameters": [
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{
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"name": "deploy-script",
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"value": [
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"./download.sh {{inputFile}}"
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]
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},
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{
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"name": "execute-script",
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"value": [
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"python build/covid19-vaccine/standard_service.py /ccp_data/inputFile.csv {{columnSeparator}} {{hasHeaders}} '{{textColumn}}' '{{copyColumns}}'",
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"cp -f result.csv /ccp_data/"
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]
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},
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{
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"name": "undeploy-script",
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"value": []
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}
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]
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},
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"links": [
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{
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"rel": "compatibleWith",
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"title": "D4Science development Infrastructure",
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"href": "infrastructures/d4science-dev-swarm"
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}
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],
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"keywords": [
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"gatecloud"
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],
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"id": "8826b5e6-2151-4b6b-993e-9b88f2a29925"
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}
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