{
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  "Type": "Package",
  "Package": "QBMS",
  "Title": "Query the Breeding Management System(s)",
  "Version": "3.0.0",
  "Date": "2026-09-14",
  "Authors@R": "c(\nperson(\"Khaled\", \"Al-Shamaa\", , \"k.el-shamaa@cgiar.org\", role = c(\"aut\", \"cre\")),\nperson(\"Mariano Omar\", \"Crimi\", , \"m.crimi@cgiar.org\", role = \"ctb\"),\nperson(\"Zakaria\", \"Kehel\", , \"z.kehel@cgiar.org\", role = \"ctb\"),\nperson(\"Johan\", \"Aparicio\", , \"j.aparicio@cgiar.org\", role = \"ctb\"),\nperson(\"ICARDA\", role = \"cph\")\n)",
  "Author": "Khaled Al-Shamaa [aut, cre], Mariano Omar Crimi [ctb], Zakaria\nKehel [ctb], Johan Aparicio [ctb], ICARDA [cph]",
  "Maintainer": "Khaled Al-Shamaa <k.el-shamaa@cgiar.org>",
  "Description": "This R package assists breeders in linking data systems\nwith their analytic pipelines, a crucial step in digitizing\nbreeding processes. It supports querying and retrieving\nphenotypic and genotypic data from systems like 'EBS'\n<https://ebs.excellenceinbreeding.org/>, 'BMS'\n<https://bmspro.io>, 'BreedBase' <https://breedbase.org>,\n'Germinate'\n<https://germinateplatform.github.io/get-germinate/>,\n'DeltaBreed' <https://sandbox.breedinginsight.net>, and 'GIGWA'\n<https://github.com/SouthGreenPlatform/Gigwa2> (using 'BrAPI'\n<https://brapi.org> calls). Extra helper functions support\nenvironmental data sources, including 'TerraClimate'\n<https://www.climatologylab.org/terraclimate.html> and 'FAO'\n'HWSDv2' <https://gaez.fao.org/pages/hwsd> soil database.",
  "License": "GPL (>= 3)",
  "URL": "https://icarda.github.io/QBMS/",
  "BugReports": "https://github.com/icarda/QBMS/issues",
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  "Repository": "https://icarda.r-universe.dev",
  "Date/Publication": "2026-10-10 18:23:02 UTC",
  "RemoteUrl": "https://github.com/icarda/qbms",
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  "_created": "2026-10-10T18:58:42.000Z",
  "_published": "2026-10-10T19:28:38.920Z",
  "_buildurl": "https://github.com/r-universe/icarda/actions/runs/38077748491",
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    "author": "Khaled Al-Shamaa <khaled.alshamaa@gmail.com>",
    "committer": "Khaled Al-Shamaa <khaled.alshamaa@gmail.com>",
    "message": "fix: aggregate Germinate trial data by observation unit\n",
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    "type": "organization",
    "name": " International Center for Agricultural Research in the Dry Areas (ICARDA)",
    "followers": 3,
    "description": "Advancing agricultural science and innovation to improve the livelihoods and resilience of communities in dry areas across the globe."
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  "_devurl": "https://github.com/icarda/qbms",
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    "extra/citation.json",
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  "_homeurl": "https://github.com/icarda/qbms",
  "_realowner": "icarda",
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  "_releases": [
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    },
    {
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      "date": "2022-05-19"
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  "_exports": [
    "calc_biovars",
    "debug_qbms",
    "get_germplasm_attributes",
    "get_germplasm_data",
    "get_germplasm_list",
    "get_hwsd2",
    "get_marker_map",
    "get_pedigree_table",
    "get_program_studies",
    "get_qbms_connection",
    "get_study_data",
    "get_study_info",
    "get_terraclimate",
    "get_trial_data",
    "get_trial_obs_ontology",
    "get_trial_pedigree",
    "get_variants",
    "get_variantset",
    "gigwa_get_allelematrix",
    "gigwa_get_markers",
    "gigwa_get_metadata",
    "gigwa_get_samples",
    "gigwa_get_sequences",
    "gigwa_get_variants",
    "gigwa_list_dbs",
    "gigwa_list_projects",
    "gigwa_list_runs",
    "gigwa_set_db",
    "gigwa_set_project",
    "gigwa_set_run",
    "ini_hwsd2",
    "ini_terraclimate",
    "list_crops",
    "list_programs",
    "list_studies",
    "list_trials",
    "list_variantsets",
    "login",
    "login_bms",
    "login_breedbase",
    "login_germinate",
    "login_gigwa",
    "login_oauth2",
    "qbms_wizard",
    "qbms_wizard_server",
    "qbms_wizard_ui",
    "scan_brapi_endpoints",
    "set_crop",
    "set_program",
    "set_qbms_config",
    "set_qbms_connection",
    "set_study",
    "set_token",
    "set_trial",
    "set_variantset"
  ],
  "_help": [
    {
      "page": "brapi_get_call",
      "title": "Internal Function for Core BrAPI GET Calls",
      "topics": [
        "brapi_get_call"
      ]
    },
    {
      "page": "brapi_map",
      "title": "BrAPI Mapping Table",
      "topics": [
        "brapi_map"
      ]
    },
    {
      "page": "brapi_post_search_allelematrix",
      "title": "Internal Function Used for Core BrAPI POST Calls (Allele Matrix Search)",
      "topics": [
        "brapi_post_search_allelematrix"
      ]
    },
    {
      "page": "brapi_post_search_call",
      "title": "Internal Function Used for Core BrAPI POST Calls",
      "topics": [
        "brapi_post_search_call"
      ]
    },
    {
      "page": "build_pedigree_table",
      "title": "Building Pedigree Table Recursively",
      "topics": [
        "build_pedigree_table"
      ]
    },
    {
      "page": "calc_biovars",
      "title": "Calculate the Bioclimatic Variables",
      "topics": [
        "calc_biovars"
      ]
    },
    {
      "page": "debug_qbms",
      "title": "Debug Internal QBMS Status Object",
      "topics": [
        "debug_qbms"
      ]
    },
    {
      "page": "engine_workflows",
      "title": "Engine Workflow Step Definitions",
      "topics": [
        "engine_workflows"
      ]
    },
    {
      "page": "get_async_page",
      "title": "Asynchronously Fetch a Single API Page",
      "topics": [
        "get_async_page"
      ]
    },
    {
      "page": "get_async_pages",
      "title": "Asynchronously Fetch Multiple API Pages",
      "topics": [
        "get_async_pages"
      ]
    },
    {
      "page": "get_auth_step_type",
      "title": "Get Authentication Step Type",
      "topics": [
        "get_auth_step_type"
      ]
    },
    {
      "page": "get_brapi_url",
      "title": "Get the BrAPI Endpoint URL for a given QBMS function",
      "topics": [
        "get_brapi_url"
      ]
    },
    {
      "page": "get_engine_config_params",
      "title": "Get Engine-Specific Configuration Parameters",
      "topics": [
        "get_engine_config_params"
      ]
    },
    {
      "page": "get_germplasm_attributes",
      "title": "Retrieve Attributes for a Specified Germplasm",
      "topics": [
        "get_germplasm_attributes"
      ]
    },
    {
      "page": "get_germplasm_data",
      "title": "Retrieve Observations Data for a Specified Germplasm.",
      "topics": [
        "get_germplasm_data"
      ]
    },
    {
      "page": "get_germplasm_id",
      "title": "Get Germplasm ID for a Specified Germplasm Name",
      "topics": [
        "get_germplasm_id"
      ]
    },
    {
      "page": "get_germplasm_list",
      "title": "Get the Germplasm List of the Current Active Study",
      "topics": [
        "get_germplasm_list"
      ]
    },
    {
      "page": "get_hwsd2",
      "title": "Get HWSD v2 Soil Data for a Given Location(s)",
      "topics": [
        "get_hwsd2"
      ]
    },
    {
      "page": "get_login_details",
      "title": "Login Pop-Up Window",
      "topics": [
        "get_login_details"
      ]
    },
    {
      "page": "get_marker_map",
      "title": "Get marker position information",
      "topics": [
        "get_marker_map"
      ]
    },
    {
      "page": "get_next_step",
      "title": "Get Next Step",
      "topics": [
        "get_next_step"
      ]
    },
    {
      "page": "get_parents",
      "title": "Get Direct Parents",
      "topics": [
        "get_parents"
      ]
    },
    {
      "page": "get_pedigree_table",
      "title": "Get the Pedigree Table",
      "topics": [
        "get_pedigree_table"
      ]
    },
    {
      "page": "get_prev_step",
      "title": "Get Previous Step",
      "topics": [
        "get_prev_step"
      ]
    },
    {
      "page": "get_program_studies",
      "title": "Get the List of Trials, Studies, and Locations Information for the Current Selected Program",
      "topics": [
        "get_program_studies"
      ]
    },
    {
      "page": "get_program_trials",
      "title": "Retrieve the List of Trials for the Active Breeding Program",
      "topics": [
        "get_program_trials"
      ]
    },
    {
      "page": "get_qbms_connection",
      "title": "Get the QBMS Connection",
      "topics": [
        "get_qbms_connection"
      ]
    },
    {
      "page": "get_step_sequence",
      "title": "Get Full Step Sequence",
      "topics": [
        "get_step_sequence"
      ]
    },
    {
      "page": "get_study_data",
      "title": "Get the Observations Data of the Current Active Study",
      "topics": [
        "get_study_data"
      ]
    },
    {
      "page": "get_study_info",
      "title": "Get the Details/Metadata of the Current Active Study",
      "topics": [
        "get_study_info"
      ]
    },
    {
      "page": "get_terraclimate",
      "title": "Get TerraClimate Data for a Given Coordinate(s)",
      "topics": [
        "get_terraclimate"
      ]
    },
    {
      "page": "get_trial_data",
      "title": "Get the Observations Data of the Current Active Trial",
      "topics": [
        "get_trial_data"
      ]
    },
    {
      "page": "get_trial_obs_ontology",
      "title": "Get the Traits Ontology/Metadata of the Current Active Trial",
      "topics": [
        "get_trial_obs_ontology"
      ]
    },
    {
      "page": "get_trial_pedigree",
      "title": "Get the Pedigree table for the Selected Trial",
      "topics": [
        "get_trial_pedigree"
      ]
    },
    {
      "page": "get_variants",
      "title": "Get Marker Matrix from the Selected Variant Set",
      "topics": [
        "get_variants"
      ]
    },
    {
      "page": "get_variantset",
      "title": "Get Marker Matrix from the Selected Variant Set",
      "topics": [
        "get_variantset"
      ]
    },
    {
      "page": "gigwa_get_allelematrix",
      "title": "Get Markers Matrix in the Selected GIGWA Run",
      "topics": [
        "gigwa_get_allelematrix"
      ]
    },
    {
      "page": "gigwa_get_markers",
      "title": "Get Markers Map in the Selected GIGWA Run",
      "topics": [
        "gigwa_get_markers"
      ]
    },
    {
      "page": "gigwa_get_metadata",
      "title": "Get the Metadata of the Current Active GIGWA Run",
      "topics": [
        "gigwa_get_metadata"
      ]
    },
    {
      "page": "gigwa_get_samples",
      "title": "Get the Samples List of the Current Active GIGWA Project",
      "topics": [
        "gigwa_get_samples"
      ]
    },
    {
      "page": "gigwa_get_sequences",
      "title": "Get the Sequences of the Current Active GIGWA Project",
      "topics": [
        "gigwa_get_sequences"
      ]
    },
    {
      "page": "gigwa_get_variants",
      "title": "Get Available Variants in the Selected GIGWA Run",
      "topics": [
        "gigwa_get_variants"
      ]
    },
    {
      "page": "gigwa_list_dbs",
      "title": "List GIGWA Databases",
      "topics": [
        "gigwa_list_dbs"
      ]
    },
    {
      "page": "gigwa_list_projects",
      "title": "Get the List of All Projects in the Selected GIGWA Database",
      "topics": [
        "gigwa_list_projects"
      ]
    },
    {
      "page": "gigwa_list_runs",
      "title": "Get the List of the Run Names Available in the Selected GIGWA Project",
      "topics": [
        "gigwa_list_runs"
      ]
    },
    {
      "page": "gigwa_set_db",
      "title": "Set the Current Active GIGWA Database by Name",
      "topics": [
        "gigwa_set_db"
      ]
    },
    {
      "page": "gigwa_set_project",
      "title": "Set the Current Active GIGWA Project",
      "topics": [
        "gigwa_set_project"
      ]
    },
    {
      "page": "gigwa_set_run",
      "title": "Set the Current Active GIGWA Run",
      "topics": [
        "gigwa_set_run"
      ]
    },
    {
      "page": "ini_hwsd2",
      "title": "Download and Setup HWSD v2.0 Data Files to Extract their Data Offline",
      "topics": [
        "ini_hwsd2"
      ]
    },
    {
      "page": "ini_terraclimate",
      "title": "Download TerraClimate netCDF Data Files to Extract their Data Offline",
      "topics": [
        "ini_terraclimate"
      ]
    },
    {
      "page": "list_crops",
      "title": "Retrieve Supported Crops from the Server",
      "topics": [
        "list_crops"
      ]
    },
    {
      "page": "list_locations",
      "title": "Get the List of Locations Information of the Current Selected Crop",
      "topics": [
        "list_locations"
      ]
    },
    {
      "page": "list_programs",
      "title": "Retrieve Breeding Programs for the Active Crop",
      "topics": [
        "list_programs"
      ]
    },
    {
      "page": "list_studies",
      "title": "Get the List of Studies in the Current Active Trial",
      "topics": [
        "list_studies"
      ]
    },
    {
      "page": "list_trials",
      "title": "List Trials in the Current Active Breeding Program",
      "topics": [
        "list_trials"
      ]
    },
    {
      "page": "list_variantsets",
      "title": "List Variant Sets in the Selected Study",
      "topics": [
        "list_variantsets"
      ]
    },
    {
      "page": "login",
      "title": "Login to a BrAPI Server",
      "topics": [
        "login"
      ]
    },
    {
      "page": "login_bms",
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