spec.example.json

{
    "data": [
        {
            "provider": "chrono",
            "repository": "product-profitability",
            "name": "product-profitability",
            "manifest": {
                "currency": "EUR",
                "selects": [
                    "bin",
                    "time",
                    "financial_entry_type",
                    "amount"
                ],
                "filters": {
                    "time": {
                        "between": [
                            "2023-08-09",
                            "2023-10-09"
                        ]
                    }
                }
            }
        }
    ],
    "procedure": [
        {
            "step-name": "series",
            "procedure-name": "time-series.py",
            "entrypoint": "TimeSeriesGapFill",
            "arguments": {
                "data": {
                    "value": "data.product-profitability",
                    "type": "string"
                },
                "time_column": {
                    "value": "time",
                    "type": "string"
                },
                "amount": {
                    "value": "amount",
                    "type": "string"
                },
                "group_by": {
                    "value": ["financial_entry_type", "bin"],
                    "type": ["string"]
                }
            }
        },
        {
            "step-name": "profit",
            "procedure-name": "profit.py",
            "entrypoint": "Profit",
            "arguments": {
                "data": {
                    "value": "procedure.series",
                    "type": "string"
                },
                "amount": {
                    "value": "amount",
                    "type": "string"
                },
                "group_by": {
                    "value": ["time", "bin"],
                    "type": ["string"]
                }
            }
        },
        {
            "step-name": "margin",
            "procedure-name": "margin.py",
            "entrypoint": "Margin",
            "arguments": {
                "data": {
                    "value": "procedure.series",
                    "type": "string"
                },
                "amount": {
                    "value": "amount",
                    "type": "string"
                },
                "group_by": {
                    "value": ["time", "bin"],
                    "type": ["string"]
                }
            }
        },
        {
            "step-name": "merge",
            "procedure-name": "merger.py",
            "entrypoint": "Merge",
            "arguments": {
                "data": {
                    "value": ["procedure.profit", "procedure.margin"],
                    "type": ["string"]
                },
                "group_by": {
                    "value": ["time", "bin"],
                    "type": ["string"]
                }
            }
        }
    ]
}