Run results for: Ramda vs native complex items finding props

Test name	Executions per second
✓ Finding the prop native code	195,791,488 Ops/sec
justing getting it nativly	188,495,600 Ops/sec
Native none existing	180,128,960 Ops/sec
Native block	174,623,744 Ops/sec
Finding a prop in ramda	152,945,808 Ops/sec
Ramda not exisitng	81,508,768 Ops/sec
Script Preparation code:
const sdmxData = {
	"$schema": "https://json.sdmx.org/2.1/sdmx-json-structure-schema.json",
	"meta": {
		"x-extension": "scheme extension",
		"id": "IDREF401067",
		"test": false,
		"prepared": "2021-09-01T20:00:51Z",
		"contentLanguages": [
			"en"
		],
		"sender": {
			"id": "ECB"
		},
		"receivers": [
			{
				"x-extension": "scheme extension",
				"id": "not_supplied"
			}
		],
		"links": [
			{
				"x-extension": "scheme extension",
				"href": "https://sdw-wsrest.ecb.europa.eu/service/dataflow/ECB/EXR/1.0?references=all",
				"rel": "self",
				"hreflang": "en"
			}
		]
	},
	"data": {
		"dataStructures": [
			{
				"x-extension": "scheme extension",
				"id": "ECB_EXR1",
				"version": "1.0",
				"agencyID": "ECB",
				"isPartialLanguage":false,
				"isExternalReference": false,
				"name": "Exchange Rates",
				"names": {
					"en": "Exchange Rates"
				},
				"links": [
					{
						"href": "https://sdw-wsrest.ecb.europa.eu/service/datastructure/ECB/ECB_EXR1/1.0",
						"rel": "self",
						"urn": "urn:sdmx:org.sdmx.infomodel.datastructure.DataStructure=ECB:ECB_EXR1(1.0)",
						"type": "datastructure",
						"hreflang": "en"
					}
				],
				"dataStructureComponents": {
					"attributeList": {
						"id": "AttributeDescriptor",
						"links": [
							{
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.datastructure.AttributeDescriptor=ECB:ECB_EXR1(1.0).AttributeDescriptor",
								"hreflang": "en"
							}
						],
						"attributes": [
							{
								"x-extension": "scheme extension",
								"id": "TIME_FORMAT",
								"links": [
									{
										"rel": "self",
										"urn": "urn:sdmx:org.sdmx.infomodel.datastructure.DataAttribute=ECB:ECB_EXR1(1.0).TIME_FORMAT",
										"hreflang": "en"
									}
								],
								"usage": "mandatory",
								"attributeRelationship": {
									"dimensions": [
										"FREQ",
										"CURRENCY",
										"CURRENCY_DENOM",
										"EXR_TYPE",
										"EXR_SUFFIX"
									]
								},
								"conceptIdentity": "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCEPTS(1.0).TIME_FORMAT",
								"conceptRoles": [
									"urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCEPTS(1.0).TIME_FORMAT"
								],
								"localRepresentation": {
									"x-extension": "scheme extension",
									"format": {
										"maxLength": 3,
										"minLength": 3,
										"dataType": "String"
									}
								}
							},
							{
								"id": "OBS_CONF",
								"links": [
									{
										"rel": "self",
										"urn": "urn:sdmx:org.sdmx.infomodel.datastructure.DataAttribute=ECB:ECB_EXR1(1.0).OBS_CONF",
										"hreflang": "en"
									}
								],
								"usage": "optional",
								"attributeRelationship": {
									"observation": {}
								},
								"conceptIdentity": "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCEPTS(1.0).OBS_CONF",
								"localRepresentation": {
									"enumeration": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_OBS_CONF(1.0)"
								}
							}
						]
					},
					"dimensionList": {
						"id": "DimensionDescriptor",
						"links": [
							{
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.datastructure.DimensionDescriptor=ECB:ECB_EXR1(1.0).DimensionDescriptor",
								"hreflang": "en"
							}
						],
						"dimensions": [
							{
								"x-extension": "scheme extension",
								"id": "FREQ",
								"links": [
									{
										"rel": "self",
										"urn": "urn:sdmx:org.sdmx.infomodel.datastructure.Dimension=ECB:ECB_EXR1(1.0).FREQ",
										"hreflang": "en"
									}
								],
								"position": 1,
								"conceptIdentity": "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCEPTS(1.0).FREQ",
								"conceptRoles": [
									"urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCEPTS(1.0).FREQ"
								],
								"localRepresentation": {
									"enumeration": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_FREQ(1.0)"
								}
							},
							{
								"id": "CURRENCY",
								"links": [
									{
										"rel": "self",
										"urn": "urn:sdmx:org.sdmx.infomodel.datastructure.Dimension=ECB:ECB_EXR1(1.0).CURRENCY",
										"hreflang": "en"
									}
								],
								"position": 2,
								"conceptIdentity": "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCEPTS(1.0).CURRENCY",
								"localRepresentation": {
									"enumeration": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_CURRENCY(1.0)"
								}
							},
							{
								"id": "CURRENCY_DENOM",
								"links": [
									{
										"rel": "self",
										"urn": "urn:sdmx:org.sdmx.infomodel.datastructure.Dimension=ECB:ECB_EXR1(1.0).CURRENCY_DENOM",
										"hreflang": "en"
									}
								],
								"position": 3,
								"conceptIdentity": "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCEPTS(1.0).CURRENCY_DENOM",
								"localRepresentation": {
									"enumeration": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_CURRENCY(1.0)"
								}
							},
							{
								"id": "EXR_TYPE",
								"links": [
									{
										"rel": "self",
										"urn": "urn:sdmx:org.sdmx.infomodel.datastructure.Dimension=ECB:ECB_EXR1(1.0).EXR_TYPE",
										"hreflang": "en"
									}
								],
								"position": 4,
								"conceptIdentity": "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCEPTS(1.0).EXR_TYPE",
								"localRepresentation": {
									"enumeration": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_EXR_TYPE(1.0)"
								}
							},
							{
								"id": "EXR_SUFFIX",
								"links": [
									{
										"rel": "self",
										"urn": "urn:sdmx:org.sdmx.infomodel.datastructure.Dimension=ECB:ECB_EXR1(1.0).EXR_SUFFIX",
										"hreflang": "en"
									}
								],
								"position": 5,
								"conceptIdentity": "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCEPTS(1.0).EXR_SUFFIX",
								"localRepresentation": {
									"enumeration": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_EXR_SUFFIX(1.0)"
								}
							}
						],
						"timeDimension": {
							"x-extension": "scheme extension",
							"id": "TIME_PERIOD",
							"links": [
								{
									"rel": "self",
									"urn": "urn:sdmx:org.sdmx.infomodel.datastructure.TimeDimension=ECB:ECB_EXR1(1.0).TIME_PERIOD",
									"hreflang": "en"
								}
							],
							"conceptIdentity": "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCPTS(1.0).TIME_PERIOD",
							"localRepresentation": {
								"format": {
									"dataType": "ObservationalTimePeriod"
								}
							}
						}
					},
					"groups": [
						{
							"x-extension": "scheme extension",
							"id": "Group",
							"links": [
								{
									"rel": "self",
									"urn": "urn:sdmx:org.sdmx.infomodel.datastructure.GroupDimensionDescriptor=ECB:ECB_EXR1(1.0).Group",
									"hreflang": "en"
								}
							],
							"groupDimensions": [
								"CURRENCY",
								"CURRENCY_DENOM",
								"EXR_TYPE",
								"EXR_SUFFIX"
							]
						}
					],
					"measureList": {
						"x-extension": "scheme extension",
						"id": "MeasureDescriptor",
						"links": [
							{
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.datastructure.MeasureDescriptor=ECB:ECB_EXR1(1.0).MeasureDescriptor",
								"hreflang": "en"
							}
						],
						"measures": [{
							"x-extension": "scheme extension",
							"id": "OBS_VALUE",
							"links": [
								{
									"rel": "self",
									"urn": "urn:sdmx:org.sdmx.infomodel.datastructure.Measure=ECB:ECB_EXR1(1.0).OBS_VALUE",
									"hreflang": "en"
								}
							],
							"conceptIdentity": "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCEPTS(1.0).OBS_VALUE"
						}]
					}
				}
			}
		],
		"categorySchemes": [
			{
				"x-extension": "scheme extension",
				"id": "MOBILE_NAVI",
				"version": "1.0",
				"agencyID": "ECB",
				"isPartialLanguage":false,
				"isExternalReference": true,
				"name": "Economic concepts",
				"names": {
					"en": "Economic concepts"
				},
				"description": "This category scheme is used for the Data Explorer of the ECB SDW mobile application. It is used for grouping all dataflows following the top-level categories displayed on the SDW portal.",
				"descriptions": {
					"en": "This category scheme is used for the Data Explorer of the ECB SDW mobile application. It is used for grouping all dataflows following the top-level categories displayed on the SDW portal."
				},
				"links": [
					{
						"href": "https://sdw-wsrest.ecb.europa.eu/service/categoryscheme/ECB/MOBILE_NAVI/1.0",
						"rel": "self",
						"urn": "urn:sdmx:org.sdmx.infomodel.categoryscheme.CategoryScheme=ECB:MOBILE_NAVI(1.0)",
						"type": "categoryscheme",
						"hreflang": "en"
					}
				],
				"isPartial": true,
				"categories": [
					{
						"x-extension": "scheme extension",
						"id": "00",
						"name": "Parent category",
						"names": {
							"en": "Parent category"
						},
						"description": "Parent category example",
						"descriptions": {
							"en": "Parent category example"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/categoryscheme/ECB/MOBILE_NAVI/1.0/00",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.categoryscheme.CategoryScheme=ECB:MOBILE_NAVI(1.0).00",
								"type": "category",
								"hreflang": "en"
							}
						],
						"categories": [
							{
								"x-extension": "scheme extension",
								"id": "07",
								"name": "Exchange rates",
								"names": {
									"en": "Exchange rates"
								},
								"description": "This section shows the euro foreign exchange reference rates that are based on the regular daily concertation procedure between central banks within and outside the European System of Central Banks, which normally takes place at 2.15 p.m. ECB time (CET). It also shows the nominal effective exchange rates of the euro as calculated by the ECB.",
								"descriptions": {
									"en": "This section shows the euro foreign exchange reference rates that are based on the regular daily concertation procedure between central banks within and outside the European System of Central Banks, which normally takes place at 2.15 p.m. ECB time (CET). It also shows the nominal effective exchange rates of the euro as calculated by the ECB."
								},
								"links": [
									{
										"href": "https://sdw-wsrest.ecb.europa.eu/service/categoryscheme/ECB/MOBILE_NAVI/1.0/07",
										"rel": "self",
										"urn": "urn:sdmx:org.sdmx.infomodel.categoryscheme.Category=ECB:MOBILE_NAVI(1.0).07",
										"type": "category",
										"hreflang": "en"
									}
								]
							}
						]
					}
				]
			}
		],
		"conceptSchemes": [
			{
				"x-extension": "scheme extension",
				"id": "ECB_CONCEPTS",
				"version": "1.0",
				"agencyID": "ECB",
				"isPartialLanguage":false,
				"isExternalReference": false,
				"name": "ECB concepts",
				"names": {
					"en": "ECB concepts"
				},
				"links": [
					{
						"href": "https://sdw-wsrest.ecb.europa.eu/service/conceptscheme/ECB/ECB_CONCEPTS/1.0",
						"rel": "self",
						"urn": "urn:sdmx:org.sdmx.infomodel.conceptscheme.ConceptScheme=ECB:ECB_CONCEPTS(1.0)",
						"type": "conceptscheme",
						"hreflang": "en"
					}
				],
				"isPartial": true,
				"concepts": [
					{
						"x-extension": "scheme extension",
						"id": "CURRENCY",
						"name": "Currency",
						"names": {
							"en": "Currency"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/conceptscheme/ECB/ECB_CONCEPTS/1.0/CURRENCY",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCEPTS(1.0).CURRENCY",
								"type": "concept",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "FREQ",
						"name": "Frequency",
						"names": {
							"en": "Frequency"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/conceptscheme/ECB/ECB_CONCEPTS/1.0/FREQ",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCEPTS(1.0).FREQ",
								"type": "concept",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "CURRENCY_DENOM",
						"name": "Currency denominator",
						"names": {
							"en": "Currency denominator"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/conceptscheme/ECB/ECB_CONCEPTS/1.0/CURRENCY_DENOM",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCEPTS(1.0).CURRENCY_DENOM",
								"type": "concept",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "EXR_TYPE",
						"name": "Exchange rate type",
						"names": {
							"en": "Exchange rate type"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/conceptscheme/ECB/ECB_CONCEPTS/1.0/EXR_TYPE",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCEPTS(1.0).EXR_TYPE",
								"type": "concept",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "EXR_SUFFIX",
						"name": "Series variation - EXR context",
						"names": {
							"en": "Series variation - EXR context"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/conceptscheme/ECB/ECB_CONCEPTS/1.0/EXR_SUFFIX",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCEPTS(1.0).EXR_SUFFIX",
								"type": "concept",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "TIME_FORMAT",
						"name": "Time format code",
						"names": {
							"en": "Time format code"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/conceptscheme/ECB/ECB_CONCEPTS/1.0/TIME_FORMAT",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCEPTS(1.0).TIME_FORMAT",
								"type": "concept",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "OBS_CONF",
						"name": "Observation confidentiality",
						"names": {
							"en": "Observation confidentiality"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/conceptscheme/ECB/ECB_CONCEPTS/1.0/OBS_CONF",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCEPTS(1.0).OBS_CONF",
								"type": "concept",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "OBS_VALUE",
						"name": "OBS_VALUE",
						"names": {
							"en": "OBS_VALUE"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/conceptscheme/ECB/ECB_CONCEPTS/1.0/OBS_VALUE",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.conceptscheme.Concept=ECB:ECB_CONCEPTS(1.0).OBS_VALUE",
								"type": "concept",
								"hreflang": "en"
							}
						]
					}
				]
			}
		],
		"codelists": [
			{
				"x-extension": "scheme extension",
				"id": "CL_FREQ",
				"version": "1.0",
				"agencyID": "ECB",
				"isPartialLanguage":false,
				"isExternalReference": false,
				"name": "Frequency code list",
				"names": {
					"en": "Frequency code list"
				},
				"links": [
					{
						"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_FREQ/1.0",
						"rel": "self",
						"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_FREQ(1.0)",
						"type": "codelist",
						"hreflang": "en"
					}
				],
				"isPartial": true,
				"codes": [
					{
						"x-extension": "scheme extension",
						"id": "A",
						"name": "Annual",
						"names": {
							"en": "Annual"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_FREQ/1.0/A",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_FREQ(1.0).A",
								"type": "code",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "M",
						"name": "Monthly",
						"names": {
							"en": "Monthly"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_FREQ/1.0/M",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_FREQ(1.0).M",
								"type": "code",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "Q",
						"name": "Quarterly",
						"names": {
							"en": "Quarterly"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_FREQ/1.0/Q",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_FREQ(1.0).Q",
								"type": "code",
								"hreflang": "en"
							}
						]
					}
				]
			},
			{
				"id": "CL_CURRENCY",
				"version": "1.0",
				"agencyID": "ECB",
				"isPartialLanguage":false,
				"isExternalReference": false,
				"name": "Currency code list",
				"names": {
					"en": "Currency code list"
				},
				"links": [
					{
						"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_CURRENCY/1.0",
						"rel": "self",
						"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_CURRENCY(1.0)",
						"type": "codelist",
						"hreflang": "en"
					}
				],
				"isPartial": true,
				"codes": [
					{
						"id": "_T",
						"name": "All currencies",
						"names": {
							"en": "All currencies"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_CURRENCY/1.0/_T",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_CURRENCY(1.0)._T",
								"type": "code",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "EUR",
						"name": "Euro",
						"names": {
							"en": "Euro"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_CURRENCY/1.0/EUR",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_CURRENCY(1.0).EUR",
								"type": "code",
								"hreflang": "en"
							}
						],
						"parent": "_T"
					}
				]
			},
			{
				"id": "CL_OBS_CONF",
				"version": "1.0",
				"agencyID": "ECB",
				"isPartialLanguage":false,
				"isExternalReference": false,
				"name": "Currency code list",
				"names": {
					"en": "Currency code list"
				},
				"links": [
					{
						"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_OBS_CONF/1.0",
						"rel": "self",
						"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_OBS_CONF(1.0)",
						"type": "codelist",
						"hreflang": "en"
					}
				],
				"isPartial": true,
				"codes": [
					{
						"id": "F",
						"name": "Free",
						"names": {
							"en": "Free"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_OBS_CONF/1.0/F",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_OBS_CONF(1.0).F",
								"type": "code",
								"hreflang": "en"
							}
						]
					}
				]
			},
			{
				"id": "CL_EXR_SUFFIX",
				"version": "1.0",
				"agencyID": "ECB",
				"isPartialLanguage":false,
				"isExternalReference": false,
				"name": "Exch. rate series variation code list",
				"names": {
					"en": "Exch. rate series variation code list"
				},
				"links": [
					{
						"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_EXR_SUFFIX/1.0",
						"rel": "self",
						"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_EXR_SUFFIX(1.0)",
						"type": "codelist",
						"hreflang": "en"
					}
				],
				"isPartial": true,
				"codes": [
					{
						"id": "A",
						"name": "Average",
						"names": {
							"en": "Average"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_EXR_SUFFIX/1.0/A",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_EXR_SUFFIX(1.0).A",
								"type": "code",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "E",
						"name": "End-of-period",
						"names": {
							"en": "End-of-period"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_EXR_SUFFIX/1.0/E",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_EXR_SUFFIX(1.0).E",
								"type": "code",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "P",
						"name": "Growth rate to previous period",
						"names": {
							"en": "Growth rate to previous period"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_EXR_SUFFIX/1.0/P",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_EXR_SUFFIX(1.0).P",
								"type": "code",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "R",
						"name": "Annual rate of change",
						"names": {
							"en": "Annual rate of change"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_EXR_SUFFIX/1.0/R",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_EXR_SUFFIX(1.0).R",
								"type": "code",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "S",
						"name": "Percentage change since December 1998 (1998Q4 for quarterly data)",
						"names": {
							"en": "Percentage change since December 1998 (1998Q4 for quarterly data)"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_EXR_SUFFIX/1.0/S",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_EXR_SUFFIX(1.0).S",
								"type": "code",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "T",
						"name": "3-year percentage change",
						"names": {
							"en": "3-year percentage change"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_EXR_SUFFIX/1.0/T",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_EXR_SUFFIX(1.0).T",
								"type": "code",
								"hreflang": "en"
							}
						]
					}
				]
			},
			{
				"id": "CL_EXR_TYPE",
				"version": "1.0",
				"agencyID": "ECB",
				"isPartialLanguage":false,
				"isExternalReference": false,
				"name": "Exch. rate series variation code list",
				"names": {
					"en": "Exch. rate series variation code list"
				},
				"links": [
					{
						"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_EXR_TYPE/1.0",
						"rel": "self",
						"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_EXR_TYPE(1.0)",
						"type": "codelist",
						"hreflang": "en"
					}
				],
				"isPartial": true,
				"codes": [
					{
						"id": "NRP0",
						"name": "Real harmonised competitiveness indicator Producer Prices deflated",
						"names": {
							"en": "Real harmonised competitiveness indicator Producer Prices deflated"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_EXR_TYPE/1.0/NRP0",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_EXR_TYPE(1.0).NRP0",
								"type": "code",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "ERU1",
						"name": "Real effective exch. rate ULC total economy deflated",
						"names": {
							"en": "Real effective exch. rate ULC total economy deflated"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_EXR_TYPE/1.0/ERU1",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_EXR_TYPE(1.0).ERU1",
								"type": "code",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "ERC0",
						"name": "Real effective exch. rate CPI deflated",
						"names": {
							"en": "Real effective exch. rate CPI deflated"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_EXR_TYPE/1.0/ERC0",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_EXR_TYPE(1.0).ERC0",
								"type": "code",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "SP00",
						"name": "Spot",
						"names": {
							"en": "Spot"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_EXR_TYPE/1.0/SP00",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_EXR_TYPE(1.0).SP00",
								"type": "code",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "RR00",
						"name": "Reference rate",
						"names": {
							"en": "Reference rate"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_EXR_TYPE/1.0/RR00",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_EXR_TYPE(1.0).RR00",
								"type": "code",
								"hreflang": "en"
							}
						]
					},
					{
						"id": "EN00",
						"name": "Nominal effective exch. rate",
						"names": {
							"en": "Nominal effective exch. rate"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/codelist/ECB/CL_EXR_TYPE/1.0/EN00",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.codelist.Codelist=ECB:CL_EXR_TYPE(1.0).EN00",
								"type": "code",
								"hreflang": "en"
							}
						]
					}
				]
			}
		],
		"agencySchemes": [
			{
				"x-extension": "scheme extension",
				"id": "AGENCIES",
				"version": "1.0",
				"agencyID": "SDMX",
				"isPartialLanguage":false,
				"isExternalReference": false,
				"name": "SDMX Agency Scheme",
				"names": {
					"en": "SDMX Agency Scheme"
				},
				"links": [
					{
						"href": "https://sdw-wsrest.ecb.europa.eu/service/agencyscheme/SDMX/AGENCIES/1.0",
						"rel": "self",
						"urn": "urn:sdmx:org.sdmx.infomodel.base.AgencyScheme=SDMX:AGENCIES(1.0)",
						"type": "agencyscheme",
						"hreflang": "en"
					}
				],
				"isPartial": true,
				"agencies": [
					{
						"x-extension": "scheme extension",
						"id": "ECB",
						"name": "European Central Bank",
						"names": {
							"en": "European Central Bank"
						},
						"links": [
							{
								"href": "https://sdw-wsrest.ecb.europa.eu/service/agencyscheme/SDMX/AGENCIES/1.0/ECB",
								"rel": "self",
								"urn": "urn:sdmx:org.sdmx.infomodel.base.Agency=SDMX:AGENCIES(1.0).ECB",
								"type": "agency",
								"hreflang": "en"
							}
						]
					}
				]
			}
		],
		"dataflows": [
			{
				"x-extension": "scheme extension",
				"id": "EXR",
				"version": "1.0",
				"agencyID": "ECB",
				"isPartialLanguage":false,
				"isExternalReference": false,
				"name": "Exchange Rates",
				"names": {
					"en": "Exchange Rates"
				},
				"links": [
					{
						"href": "https://sdw-wsrest.ecb.europa.eu/service/dataflow/ECB/EXR/1.0",
						"rel": "self",
						"urn": "urn:sdmx:org.sdmx.infomodel.datastructure.Dataflow=ECB:EXR(1.0)",
						"type": "dataflow",
						"hreflang": "en"
					},
					{
						"href": "https://sdw-wsrest.ecb.europa.eu/service/datastructure/ECB/ECB_EXR1/1.0",
						"rel": "structure",
						"urn": "urn:sdmx:org.sdmx.infomodel.datastructure.DataStructure=ECB:ECB_EXR1(1.0)",
						"type": "datastructure",
						"hreflang": "en"
					}
				],
				"structure": "urn:sdmx:org.sdmx.infomodel.datastructure.DataStructure=ECB:ECB_EXR1(1.0)"
			}
		],
		"categorisations": [
			{
				"x-extension": "scheme extension",
				"id": "53A341E8-D48B-767E-D5FF-E2E3E0E2BB19",
				"version": "1.0",
				"agencyID": "ECB",
				"isPartialLanguage":false,
				"isExternalReference": false,
				"name": "Categorise: DATAFLOWECB:EXR(1.0)",
				"names": {
					"en": "Categorise: DATAFLOWECB:EXR(1.0)"
				},
				"links": [
					{
						"href": "https://sdw-wsrest.ecb.europa.eu/service/categorisation/ECB/53A341E8-D48B-767E-D5FF-E2E3E0E2BB19/1.0",
						"rel": "self",
						"urn": "urn:sdmx:org.sdmx.infomodel.categoryscheme.Categorisation=ECB:53A341E8-D48B-767E-D5FF-E2E3E0E2BB19(1.0)",
						"type": "categorisation",
						"hreflang": "en"
					}
				],
				"source": "urn:sdmx:org.sdmx.infomodel.datastructure.Dataflow=ECB:EXR(1.0)",
				"target": "urn:sdmx:org.sdmx.infomodel.categoryscheme.Category=ECB:MOBILE_NAVI(1.0).07"
			}
		],
		"dataConstraints": [
			{
				"x-extension": "scheme extension",
				"id": "EXR_CONSTRAINTS",
				"version": "1.0",
				"agencyID": "ECB",
				"isPartialLanguage":false,
				"isExternalReference": false,
				"name": "Constraints for the EXR dataflow.",
				"names": {
					"en": "Constraints for the EXR dataflow."
				},
				"links": [
					{
						"href": "https://sdw-wsrest.ecb.europa.eu/service/contentconstraint/ECB/EXR_CONSTRAINTS/1.0",
						"rel": "self",
						"urn": "urn:sdmx:org.sdmx.infomodel.registry.DataConstraint=ECB:EXR_CONSTRAINTS(1.0)",
						"type": "constraint",
						"hreflang": "en"
					}
				],
				"constraintAttachment": {
					"x-extension": "scheme extension",
					"dataflows": [
						"urn:sdmx:org.sdmx.infomodel.datastructure.Dataflow=ECB:EXR(1.0)"
					]
				},
				"cubeRegions": [
					{
						"x-extension": "scheme extension",
						"include": true,
						"keyValues": [
							{
								"x-extension": "scheme extension",
								"id": "EXR_TYPE",
								"values": [
									"NRP0", "ERU1", "ERC0", "SP00"
								]
							},
							{
								"id": "EXR_SUFFIX",
								"values": [
									"P", "A", "R", "S", "T", "E"
								]
							},
							{
								"id": "FREQ",
								"values": [
									"A", "Q", "M"
								]
							},
							{
								"id": "CURRENCY",
								"values": [
									"_T", "EUR", "USD"
								]
							},
							{
								"id": "CURRENCY_DENOM",
								"values": [
									"_T", "EUR", "USD"
								]
							}
						]
					}
				]
			}
		]
	}
}
Run results for: Ramda vs native complex items finding props

Finding a prop in ramda

Finding the prop native code

justing getting it nativly

Ramda not exisitng

Native none existing

Native block
