{
	"$schema": "../../../../../../../schema/workflow.json",
	"name": "Every operation",
	"description": "Chains every available operation together for an easy look at all UX and output examples",
	"steps": [
		{
			"id": "aggregate",
			"verb": "aggregate",
			"input": {
				"source": "products"
			},
			"args": {
				"groupby": "ID",
				"column": "FY21 Sales",
				"operation": "sum",
				"to": "Total sales"
			}
		},
		{
			"id": "aggregate (1)",
			"verb": "aggregate",
			"input": {
				"source": "products"
			},
			"args": {
				"groupby": "ID",
				"column": "Product",
				"operation": "array_agg",
				"to": "Product List"
			}
		},
		{
			"id": "bin",
			"verb": "bin",
			"input": {
				"source": "products"
			},
			"args": {
				"column": "FY21 Sales",
				"strategy": "auto",
				"to": "Binned"
			}
		},
		{
			"id": "binarize",
			"verb": "binarize",
			"input": {
				"source": "products"
			},
			"args": {
				"column": "FY21 Sales",
				"to": "FY21 Sales < 10k",
				"criteria": [
					{
						"operator": "<",
						"value": 10000
					}
				],
				"logical": "or"
			}
		},
		{
			"id": "boolean",
			"verb": "boolean",
			"input": {
				"source": "companies2"
			},
			"args": {
				"columns": ["Name", "US"],
				"operator": "and",
				"to": "Name & US"
			}
		},
		{
			"id": "concat",
			"verb": "concat",
			"input": {
				"source": "companies",
				"others": ["companies2"]
			}
		},
		{
			"id": "convert",
			"verb": "convert",
			"input": {
				"source": "companies"
			},
			"args": {
				"column": "ID",
				"type": "int"
			}
		},
		{
			"id": "dedupe",
			"verb": "dedupe",
			"input": {
				"source": "products"
			},
			"args": {
				"columns": ["ID"]
			}
		},
		{
			"id": "derive (1)",
			"verb": "derive",
			"input": {
				"source": "products"
			},
			"args": {
				"column1": "FY20 Sales",
				"operator": "+",
				"column2": "FY21 Sales",
				"to": "Combined Sales"
			}
		},
		{
			"id": "difference",
			"verb": "difference",
			"input": {
				"source": "companies",
				"others": ["companies2"]
			}
		},
		{
			"id": "erase",
			"verb": "erase",
			"input": {
				"source": "products"
			},
			"args": {
				"value": 9000,
				"column": "FY20 Sales"
			}
		},
		{
			"id": "fill",
			"verb": "fill",
			"input": {
				"source": "companies"
			},
			"args": {
				"value": 1,
				"to": "New Column"
			}
		},
		{
			"id": "filter",
			"verb": "filter",
			"input": {
				"source": "companies"
			},
			"args": {
				"column": "Employees",
				"criteria": [
					{
						"operator": "<=",
						"value": 300000
					}
				],
				"logical": "or"
			}
		},
		{
			"id": "fold",
			"verb": "fold",
			"input": {
				"source": "companies"
			},
			"args": {
				"columns": ["Name", "Employees"],
				"to": ["key", "value"]
			}
		},
		{
			"id": "groupby",
			"verb": "groupby",
			"input": {
				"source": "products"
			},
			"args": {
				"columns": ["ID"]
			}
		},
		{
			"id": "impute",
			"verb": "impute",
			"input": "companies2",
			"args": {
				"column": "Name",
				"value": "emptyValue"
			}
		},
		{
			"id": "intersect",
			"verb": "intersect",
			"input": {
				"source": "companies",
				"others": ["companies2"]
			}
		},
		{
			"id": "join",
			"verb": "join",
			"input": {
				"source": "companies",
				"other": "products"
			},
			"args": {
				"on": ["ID", "ID"]
			}
		},
		{
			"id": "lookup",
			"verb": "lookup",
			"input": {
				"source": "companies",
				"other": "products"
			},
			"args": {
				"on": ["ID", "ID"],
				"columns": ["Product"]
			}
		},
		{
			"id": "merge",
			"verb": "merge",
			"input": {
				"source": "products"
			},
			"args": {
				"strategy": "concat",
				"to": "result",
				"columns": ["FY20 Sales", "FY21 Sales"]
			}
		},
		{
			"id": "onehot",
			"verb": "onehot",
			"input": "stocks",
			"args": {
				"column": "Symbol",
				"prefixes": {
					"Symbol": "ticker-"
				}
			}
		},
		{
			"id": "unhot",
			"verb": "unhot",
			"input": "onehot",
			"args": {
				"to": "Symbol",
				"columns": [
					"ticker-AAPL",
					"ticker-AMZN",
					"ticker-GOOG",
					"ticker-MSFT",
					"ticker-ZNGA"
				]
			}
		},
		{
			"id": "orderby",
			"verb": "orderby",
			"input": {
				"source": "companies"
			},
			"args": {
				"orders": [
					{
						"column": "Employees",
						"direction": "asc"
					}
				]
			}
		},
		{
			"id": "pivot",
			"verb": "pivot",
			"input": {
				"source": "companies"
			},
			"args": {
				"key": "ID",
				"value": "Name",
				"operation": "any"
			}
		},
		{
			"id": "recode",
			"verb": "recode",
			"input": {
				"source": "companies"
			},
			"args": {
				"column": "ID",
				"to": "Greetings",
				"mapping": {
					"1": 10,
					"2": 21,
					"3": 32,
					"4": 43,
					"5": 54
				}
			}
		},
		{
			"id": "rename",
			"verb": "rename",
			"input": "stocks",
			"args": {
				"columns": {
					"Symbol": "symbol",
					"Date": "date",
					"Close": "close",
					"Volume": "volume",
					"Open": "open",
					"High": "high",
					"Low": "low"
				}
			}
		},
		{
			"id": "rollup",
			"verb": "rollup",
			"input": {
				"source": "products"
			},
			"args": {
				"to": "count",
				"column": "Product",
				"operation": "count"
			}
		},
		{
			"id": "sample",
			"verb": "sample",
			"input": {
				"source": "companies"
			},
			"args": {
				"proportion": 0.5
			}
		},
		{
			"id": "select",
			"verb": "select",
			"input": "stocks",
			"args": {
				"columns": ["Symbol", "Date", "Close", "Volume", "Open", "High", "Low"]
			}
		},
		{
			"id": "spread",
			"verb": "spread",
			"input": "aggregate (1)",
			"args": {
				"column": "Product List"
			}
		},
		{
			"verb": "strings.replace",
			"input": {
				"source": "companies"
			},
			"args": {
				"column": "Name",
				"to": "Replace",
				"pattern": "le",
				"replacement": "X"
			}
		},
		{
			"verb": "strings.lower",
			"input": {
				"source": "companies"
			},
			"args": {
				"column": "Name",
				"to": "Lower"
			}
		},
		{
			"verb": "strings.upper",
			"input": {
				"source": "companies"
			},
			"args": {
				"column": "Name",
				"to": "Upper"
			}
		},
		{
			"id": "unfold",
			"verb": "unfold",
			"input": "fold",
			"args": {
				"key": "key",
				"value": "value"
			}
		},
		{
			"id": "ungroup",
			"verb": "ungroup",
			"input": {
				"source": "companies"
			}
		},
		{
			"id": "union",
			"verb": "union",
			"input": {
				"source": "companies",
				"others": ["companies2"]
			}
		},
		{
			"id": "unorder",
			"verb": "unorder",
			"input": {
				"source": "companies"
			},
			"args": {
				"orders": [
					{
						"column": "Name",
						"direction": "asc"
					}
				]
			}
		},
		{
			"id": "unroll",
			"verb": "unroll",
			"input": "aggregate (1)",
			"args": {
				"column": "Product List"
			}
		},
		{
			"id": "window",
			"verb": "window",
			"input": "groupby",
			"args": {
				"to": "First Product",
				"column": "Product",
				"operation": "first_value"
			}
		}
	],
	"input": ["companies", "companies2", "products", "stocks"]
}