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for representing metrics and loading metric data","keywords":["actnowcoalition"],"repository":{"type":"git","url":"git+https://github.com/act-now-coalition/act-now-packages.git","directory":"packages/metrics"},"author":{"name":"Act Now Coalition"},"license":"MIT","readme":"# @actnowcoalition/metrics\n\n> Classes for representing metrics and loading metric data\n\n## Installing\n\n```sh\nyarn add @actnowcoalition/metrics\n```\n\n## Design Overview / Usage\n\n### Main classes\n\nThe metrics package contains a few key classes:\n\n- **Metric** — defines a metric (name, references to data sources, etc.)\n- **MetricCatalog** — catalog of metrics\n- **MetricDataProvider** — Base class for writing custom data providers to fetch data from a custom data source.\n- **MetricData** — data for 1 metric for 1 region\n  - **MultiMetricDataStore** — data for 1+ metrics for 1 region\n  - **MultiRegionMultiMetricDataStore** — data for 1+ metrics for 1+ regions\n\n### Metrics\n\n`Metric` objects are created from a pure JSON metric definition, so that they can be easily populated from a CMS.\n\n```\nconst def = {\n  id: MetricIds.THE_ANSWER,\n  name: \"Answer to life, the universe, and everything\",\n  ...\n}\n\nconst metric = new Metric(def)\n```\n\nThere are a variety of options to configure how metrics behave including grading, formatting, etc.\n\n```\n{\n  id: \"cases-per-100k\"\n  name: \"Cases per 100k\",\n  categorySetId: \"cases-levels\", // references a set of categories defined on the catalog.\n  categoryThresholds: [10, 200], // thresholds for grading to specified categories.\n  formatOptions: {\n    maximumFractionDigits: 1,\n  }\n}\n```\n\n### Metric Data References\n\nA `Metric` just defines the metric via metadata. It doesn’t contain actual metric data. It _does_ contain a `dataReference` that indicates _how_ to fetch data for the metric.\n\n```\n{\n  id: MetricIds.THE_ANSWER,\n  name: \"Answer to life, the universe, and everything\",\n  dataReference: {\n    providerId: \"static\",\n    value: 42,\n  },\n},\n```\n\nMore on data providers below.\n\n### MetricCatalog\n\n`MetricCatalog` is the central metrics object, akin to `RegionsDB`. An app will have exactly one `MetricCatalog`.\nIt consists of metric definitions and the data providers to fetch data for the metrics.\n\n```\nconst dataProviders = [new StaticValueDataProvider(\"static\")];\nconst metrics = [\n  {\n    id: \"the_answer\",\n    name: \"Answer to life, the universe, and everything\",\n    dataReference: {\n      providerId: \"static\",\n      value: 42,\n    },\n  }];\n\nconst catalog = new MetricCatalog(\n  metrics,\n  dataProviders\n);\n```\n\n### Metric Data\n\nData can be fetched from `MetricCatalog` using async fetch methods.\n\nData can be fetched with different granularity depending on the use case (a single metric value, a metric chart, a compare table, etc.) - `MetricData` — data for 1 metric for 1 region - `MultiMetricDataStore` — data for 1+ metrics for 1 region - `MultiRegionMultiMetricDataStore` — data for 1+ metrics for 1+ regions\n\n```\n// Fetch data for one metric / region, with an async fetch method.\nconst metricData = await catalog.fetchData(region, metric);\n```\n\n### Metric Data: Generics\n\nSince metric data could be numeric, string, boolean, etc, MetricData is generic (`MetricData<T>`, `MultiMetricDataStore<T>`, etc.).\n\nInitially fetched metric data is `MetricData<unknown>` and you'll need to check / validate its type before using it. 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