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'@graphistry/node-api';\n```\n\nStill transitioning to `esm`?\n\n* You may need `\"type\": \"module\"` in your `package.json`\n* Transpiling should preserve esm import syntax. Ex: `\"babel\": { \"presets\": [ [\"@babel/preset-env\", {\"modules\": false}] ] }`\n\nThe [node-api-test sample project](https://github.com/graphistry/graphistry-js/tree/master/projects/node-api) shares an example of a native node project. Please contact the team for additional format support.\n\n\n### Usage\n\n#### The many options\n\nThe API is split between the client wrapper and the JSON configuration payloads:\n\n* **[`@graphistry/node-api` API docs](https://graphistry.github.io/graphistry-js/node-tsdocs/)**: Overall Node.js client llibrary\n* **[Graphistry REST API docs](https://hub.graphistry.com/docs/api/)**: JSON payload options around configuring file formats and visualization settings\n\n#### Ex: JavaScript with async/await\n\n```javascript\nimport { EdgeFile, NodeFile, Dataset, Client } from '@graphistry/node-api';\n\n//defaults: 'https', 'hub.graphistry.com', 'https://hub.graphistry.com'\nconst client = new Client('my_username', 'my_password');\n\n//columnar data is fastest; column per attribute; reuse across datasets\nconst edgesFile = new EdgeFile({'s': ['a1', 'b2'], 'd': ['b2', 'c3']});\nconst nodesFile = new NodeFile({'n': ['a1', 'b2', 'c3'], 'a1': ['x', 'y', 'z']});\n\nconst dataset = new Dataset({\n    node_encodings: { bindings: { node: 'n' } },\n    edge_encodings: { bindings: { source: 's', destination: 'd' } },\n    metadata: {},\n    name: 'testdata',\n}, edgesFile, nodesFile);\n\nawait dataset.upload(client);\nconsole.info(`View at ${dataset.datasetID} at ${dataset.datasetURL}`);\n```\n\n### Ex: TypeScript with async/await\n\nExactly the same!\n\n### Ex: Using promises\n\n```javascript\nimport { EdgeFile, NodeFile, Dataset, Client } from '@graphistry/node-api';\n\n//defaults: 'https', 'hub.graphistry.com', 'https://hub.graphistry.com'\nconst client = new Client(user, password);\n\n//columnar data is fastest; column per attribute; reuse across datasets\nconst edgesFile = new EdgeFile({'s': ['a1', 'b2'], 'd': ['b2', 'c3']});\nconst nodesFile = new NodeFile({'n': ['a1', 'b2', 'c3'], 'a1': ['x', 'y', 'z']});\n\n(new Dataset({\n        node_encodings: { bindings: { node: 'n' } },\n        edge_encodings: { bindings: { source: 's', destination: 'd' } },\n        metadata: {},\n        name: 'testdata',\n    }, edgesFile, nodesFile))\n.upload(client)\n.then(dataset => {\n    console.info(`View at ${dataset.datasetID} at ${dataset.datasetURL}`);\n})\n.catch(err => {\n    console.error('Oops', err);\n})\n```\n\n### Ex: Apache Arrow uploads\n\nWe recommend uploading [Apache Arrow](https://arrow.apache.org/docs/dev/index.html) format data in most scenarios due to the speed and reliability guarantees:\n\n```javascript\nimport { tableFromArrays, tableToIPC, Table } from 'apache-arrow';\nimport { EdgeFile } from '@graphistry/node-api';\n\n//columnar data is fastest; column per attribute; reuse across datasets\nconst edgesJSON = {'s': ['a1', 'b2'], 'd': ['b2', 'c3']};\nconst edgesTable: Table = tableFromArrays(edgesJSON);\nconst edgesUint8: Uint8Array = tableToIPC(edgesArr, 'file');\nconst edgesFile = new EdgeFile(edgesUint8, 'arrow');\n```\n\n### Ex: Using an organization\n\nYou can log into an organization instead of a personal account\n\n```javascript\nimport { Client } from '@graphistry/node-api';\nconst c = new Client('my_user', 'my_pass', 'my_org');\n```\n\n### Ex: Custom token\n\nIf you already have a JWT token, you can pass it in\n\n```javascript\nimport { Client } from '@graphistry/node-api';\nconst c = new Client();\nc.setToken('Bearer 123abc');\n```\n\n### Ex: Custom server\n\nYou can switch which server to use for uploads and for downloads, which is useful for self-hosted servers and advanced enterprise network configurations\n\n```javascript\nimport { Client } from '@graphistry/node-api';\nconst c = new Client(\n    'my_user', 'my_pass', 'optional_my_org',\n    'https', //upload protcol\n    'hub.graphistry.com', //upload server\n    'https://hub.graphistry.com' //url to use in browsers\n)\n```\n\n### Using API Options\n\n* Set parsing options for different `File` formats and shapes\n\n* Configure `Dataset` nodes & edges to use data-driven colors, sizes, icons, and badges using *simple* and *complex* encodings, including both *continuous* and *categorical* mappings\n\n* Theme with custom branding around background & foreground colors, images, logos, titles, and more\n\n\n\n```javascript\nconst client = new Client(user, password, org, protocol, host);\n\n// Row-oriented data slower to upload but often convenient\nconst edgesRows = [\n    { 's': 'a', 'd': 'b', 'v': 'e1' },\n    { 's': 'b', 'd': 'c', 'v': 'e2' },\n    { 's': 'c', 'd': 'a', 'v': 'e3' }\n];\nconst nodesRows = [\n    { 'n': 'a', 'vv': 10, 't': 'person' },\n    { 'n': 'b', 'vv': 20, 't': 'person' },\n    { 'n': 'c', 'vv': 30 , 't': 'car' }\n];\n\nconst edgesFile = new EdgeFile(\n    edgesRows, 'json', 'my_edges',\n    // Also: file_compression, sql_transforms, ...\n    // https://hub.graphistry.com/docs/api/2/rest/files/\n    {\n        // JSON parsing options:\n        // - https://hub.graphistry.com/docs/api/2/rest/upload/data/#uploadjson2\n        // - https://pandas.pydata.org/docs/reference/api/pandas.read_json.html\n        parser_options: {\n            orient: 'records'  // Row-oriented: Array of objects\n        }                      // Default: to columnar json - Object of arrays\n    }\n);\n\n// Node files are optional, mainly for properties\nconst nodesFile = new NodeFile(nodesRows);\n\nconst dataset = new Dataset(\n    {\n\n        // Also: color, size, title, icon, badge, axis\n        // - https://hub.graphistry.com/docs/api/2/rest/upload/colors\n        // - https://hub.graphistry.com/docs/api/2/rest/upload/complex/\n        node_encodings: {\n            bindings: {\n                node: 'n', // id (required)\n                node_title: 'vv'\n            },\n            complex: {\n                default: {\n                    pointColorEncoding: {\n                        graphType: \"point\",\n                        encodingType: \"color\",\n                        attribute: \"vv\",\n                        variation: \"continuous\",\n                        colors: [\"blue\", \"yellow\", \"red\"]\n                    },\n                    pointIconEncoding: {\n                        graphType: \"point\",\n                        encodingType: \"icon\",\n                        attribute: \"t\",\n                        variation: \"categorical\",\n                        mapping: {\n                            categorical: {\n                                fixed: {\n                                    \"person\": \"user\",\n                                    \"car\": \"car\"\n                                },\n                                other: \"question\"\n                            }\n                        }\n                    }\n                }\n            }\n        },\n\n        //Also: color, weight, icon, badge, title\n        // - https://hub.graphistry.com/docs/api/2/rest/upload/colors\n        // - https://hub.graphistry.com/docs/api/2/rest/upload/complex/\n        edge_encodings: {\n            bindings: {\n                source: 's', destination: 'd'\n            },\n            complex: { }\n        },\n\n        // Brand & theme: Background, foreground, logo, page metadata\n        // https://hub.graphistry.com/docs/api/2/rest/upload/metadata/\n        metadata: {\n            bg: {\n                color: 'silver'\n            },\n            logo: {\n                \"url\": \"http://a.com/logo.png\",\n            }\n        },\n        name: 'testdata',\n    },\n    edgesFile,\n    nodesFile,\n\n    // Visual and layout settings\n    // https://hub.graphistry.com/docs/api/1/rest/url/#urloptions\n    {\n        strongGravity: true,\n        edgeCurvature: 0.5\n    }\n);\n\nawait dataset.upload(client);\n\nconsole.info(`View dataset ${dataset.datasetID} at ${dataset.datasetURL}`);\nconsole.info(`Dataset using node file ${nodesFile.fileID}, edge file ${edgesFile.fileID}`);\n```\n\n### Underlying REST API\n\nFor further information about authentication, files, and datasets, see the [Graphistry REST API docs](https://hub.graphistry.com/docs/api/).\n\n### TypeScript\n\nTypes are already automatically bundled with this module\n\nFor source maps, you may want to add `NODE_OPTIONS=--enable-source-maps` to your environment or run node as `node --enable-source-maps`.\n","readmeFilename":"README.md"}