{
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  "info": {
    "title": "🔥 Power Data Transformer",
    "description": "🔥 Unlock your scraped data—clean, merge, split,  deduplicate, filter, standardize, validate, enrich and sync—using built-in transformations and powerful SQL pipelines for ETL/ELT workflows. Seamlessly integrate processed datasets with automation platforms like n8n, Make.com, and Zapier.",
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            "title": "🔼 Datasets",
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            "description": "Quickly select one or more Apify Datasets (must have the same data structure and will be merged) to use as a data source. The source will be referenced as **$0** in the 'Transformations' section. For more advanced sources (such as filtered datasets, Key-Value Stores, URLs, or cloud storage), use the 'Sources' field below."
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            "description": "Add data sources to use in your transformation pipeline. Each entry defines a source, referenced as **$1**, **$2**, etc., in the 'Transformations' section.\n\n**Examples** (copy and edit as needed):\n- `dataset: id='<dataset_id>'` or `dataset: name='<user/dataset_name>'`\n- `kvstore: id='<store_id>', key='my-key-*'`\n- `http: url='https://example.com/data.json'`\n- `s3: uri='s3://my-bucket/data.csv'`\n\nYou can use advanced options such as `actor_name`, `last`, `format`, and more. See the README for full details on supported source types and parameters.",
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            "description": "Specify where to save the transformed data. By default, it saves the result of the last transformation step. Use `from` to save an intermediate result (e.g., `from='#1'`).\n\n**Examples:** (copy and edit as needed):\n- `dataset: name='my-clean-data'`\n- `kvstore: from='#1', name='my-kv-store', key='output-{{current_date}}', format='json'`\n- `s3: uri='s3://my-bucket/result.csv', write_mode='append', key_fields='id'`\n\nSee the README for all parameters, including `write_mode` (`overwrite`, `append`, `upsert`).",
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            "type": "string",
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          "s3_secret": {
            "title": "S3/R2 Secret",
            "type": "string",
            "description": "Your secret access key for cloud storage."
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          "s3_region": {
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            "type": "string",
            "description": "The AWS region of your S3 bucket (e.g., 'us-east-1'). Required for S3."
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          "r2_account_id": {
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            "type": "string",
            "description": "Your Cloudflare R2 account ID. Required for R2."
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            "type": "string",
            "description": "Set a default Key-Value Store to be used for any 'sources' or 'outputs' that use a key-value store key but don't specify a key-value store name. This simplifies configurations when you frequently use the same store."
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          "debug": {
            "title": "Enable debug mode",
            "type": "boolean",
            "description": "If enabled, the actor will log additional debug messages, including the full SQL query for each transformation step.",
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            "title": "Time zone",
            "enum": [
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              "Etc/GMT0",
              "Etc/Greenwich",
              "Etc/UCT",
              "Etc/UTC",
              "Etc/Universal",
              "Etc/Zulu",
              "Europe/Amsterdam",
              "Europe/Andorra",
              "Europe/Astrakhan",
              "Europe/Athens",
              "Europe/Belfast",
              "Europe/Belgrade",
              "Europe/Berlin",
              "Europe/Bratislava",
              "Europe/Brussels",
              "Europe/Bucharest",
              "Europe/Budapest",
              "Europe/Busingen",
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              "Europe/Helsinki",
              "Europe/Isle_of_Man",
              "Europe/Istanbul",
              "Europe/Jersey",
              "Europe/Kaliningrad",
              "Europe/Kiev",
              "Europe/Kirov",
              "Europe/Kyiv",
              "Europe/Lisbon",
              "Europe/Ljubljana",
              "Europe/London",
              "Europe/Luxembourg",
              "Europe/Madrid",
              "Europe/Malta",
              "Europe/Mariehamn",
              "Europe/Minsk",
              "Europe/Monaco",
              "Europe/Moscow",
              "Europe/Nicosia",
              "Europe/Oslo",
              "Europe/Paris",
              "Europe/Podgorica",
              "Europe/Prague",
              "Europe/Riga",
              "Europe/Rome",
              "Europe/Samara",
              "Europe/San_Marino",
              "Europe/Sarajevo",
              "Europe/Saratov",
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              "Pacific/Bougainville",
              "Pacific/Chatham",
              "Pacific/Chuuk",
              "Pacific/Easter",
              "Pacific/Efate",
              "Pacific/Enderbury",
              "Pacific/Fakaofo",
              "Pacific/Fiji",
              "Pacific/Funafuti",
              "Pacific/Galapagos",
              "Pacific/Gambier",
              "Pacific/Guadalcanal",
              "Pacific/Guam",
              "Pacific/Honolulu",
              "Pacific/Johnston",
              "Pacific/Kanton",
              "Pacific/Kiritimati",
              "Pacific/Kosrae",
              "Pacific/Kwajalein",
              "Pacific/Majuro",
              "Pacific/Marquesas",
              "Pacific/Midway",
              "Pacific/Nauru",
              "Pacific/Niue",
              "Pacific/Norfolk",
              "Pacific/Noumea",
              "Pacific/Pago_Pago",
              "Pacific/Palau",
              "Pacific/Pitcairn",
              "Pacific/Pohnpei",
              "Pacific/Ponape",
              "Pacific/Port_Moresby",
              "Pacific/Rarotonga",
              "Pacific/Saipan",
              "Pacific/Samoa",
              "Pacific/Tahiti",
              "Pacific/Tarawa",
              "Pacific/Tongatapu",
              "Pacific/Truk",
              "Pacific/Wake",
              "Pacific/Wallis",
              "Pacific/Yap",
              "Poland",
              "Portugal",
              "ROC",
              "ROK",
              "Singapore",
              "Turkey",
              "UCT",
              "US/Alaska",
              "US/Aleutian",
              "US/Arizona",
              "US/Central",
              "US/East-Indiana",
              "US/Eastern",
              "US/Hawaii",
              "US/Indiana-Starke",
              "US/Michigan",
              "US/Mountain",
              "US/Pacific",
              "US/Samoa",
              "UTC",
              "Universal",
              "W-SU",
              "WET",
              "Zulu"
            ],
            "type": "string",
            "description": "Select the timezone for date-related operations, such as parsing dates or using `{{current_date}}` and `{{current_time}}` variables in output keys/URIs. This affects functions like `now()`.",
            "default": "UTC"
          }
        }
      },
      "runsResponseSchema": {
        "type": "object",
        "properties": {
          "data": {
            "type": "object",
            "properties": {
              "id": {
                "type": "string"
              },
              "actId": {
                "type": "string"
              },
              "userId": {
                "type": "string"
              },
              "startedAt": {
                "type": "string",
                "format": "date-time",
                "example": "2025-01-08T00:00:00.000Z"
              },
              "finishedAt": {
                "type": "string",
                "format": "date-time",
                "example": "2025-01-08T00:00:00.000Z"
              },
              "status": {
                "type": "string",
                "example": "READY"
              },
              "meta": {
                "type": "object",
                "properties": {
                  "origin": {
                    "type": "string",
                    "example": "API"
                  },
                  "userAgent": {
                    "type": "string"
                  }
                }
              },
              "stats": {
                "type": "object",
                "properties": {
                  "inputBodyLen": {
                    "type": "integer",
                    "example": 2000
                  },
                  "rebootCount": {
                    "type": "integer",
                    "example": 0
                  },
                  "restartCount": {
                    "type": "integer",
                    "example": 0
                  },
                  "resurrectCount": {
                    "type": "integer",
                    "example": 0
                  },
                  "computeUnits": {
                    "type": "integer",
                    "example": 0
                  }
                }
              },
              "options": {
                "type": "object",
                "properties": {
                  "build": {
                    "type": "string",
                    "example": "latest"
                  },
                  "timeoutSecs": {
                    "type": "integer",
                    "example": 300
                  },
                  "memoryMbytes": {
                    "type": "integer",
                    "example": 1024
                  },
                  "diskMbytes": {
                    "type": "integer",
                    "example": 2048
                  }
                }
              },
              "buildId": {
                "type": "string"
              },
              "defaultKeyValueStoreId": {
                "type": "string"
              },
              "defaultDatasetId": {
                "type": "string"
              },
              "defaultRequestQueueId": {
                "type": "string"
              },
              "buildNumber": {
                "type": "string",
                "example": "1.0.0"
              },
              "containerUrl": {
                "type": "string"
              },
              "usage": {
                "type": "object",
                "properties": {
                  "ACTOR_COMPUTE_UNITS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_WRITES": {
                    "type": "integer",
                    "example": 1
                  },
                  "KEY_VALUE_STORE_LISTS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_INTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_EXTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "PROXY_SERPS": {
                    "type": "integer",
                    "example": 0
                  }
                }
              },
              "usageTotalUsd": {
                "type": "number",
                "example": 0.00005
              },
              "usageUsd": {
                "type": "object",
                "properties": {
                  "ACTOR_COMPUTE_UNITS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATASET_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "KEY_VALUE_STORE_WRITES": {
                    "type": "number",
                    "example": 0.00005
                  },
                  "KEY_VALUE_STORE_LISTS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_READS": {
                    "type": "integer",
                    "example": 0
                  },
                  "REQUEST_QUEUE_WRITES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_INTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "DATA_TRANSFER_EXTERNAL_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                    "type": "integer",
                    "example": 0
                  },
                  "PROXY_SERPS": {
                    "type": "integer",
                    "example": 0
                  }
                }
              }
            }
          }
        }
      }
    }
  }
}