{
    "info": {
        "author": "Lukas Cerny",
        "author_email": "lukas.cerny@exponea.com",
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        "classifiers": [
            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3"
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        "description": "# Exponea Python SDK\n\nAn official Python client for Exponea Data API\n\n## Installation\n```\npip install exponea-python-sdk\n```\n\n## Usage\n```python\nfrom exponea_python_sdk import Exponea\nexponea = Exponea(\"project_token\", username=\"basic_auth_username\", password=\"basic_auth_password\")\n```\nYou can now fully utilize all four API, which are Analyses, Catalog, Customer and Tracking API described bellow.\n\n## Tests\nTo run tests, run the following command\n```python\npython -m pytest\n```\n\n## Logging\nTo configure logging, use the attribute `exponea.logger` where a standard logger from Python `logging` module is initalized. For example, to enable `DEBUG` messages, you can configure\n```python\nexponea.logger.setLevel(\"DEBUG\")\n```\n\n## Official documenation\nFor official Exponea documenation of Data API please see <https://developers.exponea.com/v2/reference>\n\n## Table of Contents\n* [Customer API](#customer-api)\n    * [get_customer](#get_customer)\n    * [get_customer_consents](#get_customer_consents)\n    * [get_customer_attributes](#get_customer_attributes)\n    * [get_customers](#get_customers)\n    * [get_events](#get_events)\n    * [anonymize_customer](#anonymize_customer)\n* [Analyses API](#analyses-api)\n    * [get_report](#get_report)\n    * [get_funnel](#get_funnel)\n    * [get_segmentation](#get_segmentation)\n* [Catalog API](#catalog-api)\n    * [create_catalog](#create_catalog)\n    * [get_catalog_name](#get_catalog_name)\n    * [get_catalog_items](#get_catalog_items)\n    * [update_catalog_item](#update_catalog_item)\n    * [update_catalog_name](#update_catalog_name)\n    * [create_catalog_item](#create_catalog_item)\n    * [delete_catalog_item](#delete_catalog_item)\n    * [delete_catalog_items](#delete_catalog_items)\n    * [delete_catalog](#delete_catalog)\n* [Tracking API](#tracking-api)\n    * [get_system_time](#get_system_time)\n    * [update_customer_properties](#update_customer_properties)\n    * [add_event](#add_event)\n    * [batch_commands](#batch_commands)\n\n## Catalog API\n\n## create_catalog\n```python\nexponea.catalog.create_catalog(\"catalog_name\", [\"field_one\", \"field_two\"])\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| catalog_name  | `String`        | Yes      |\n| fields        | `Array<String>` | Yes      |\n\nIt returns ID of the catalog as a String.\n\n```python\nd2b69e7s987b0asa0137455f2\n```\n\n## get_catalog_name\n```python\nexponea.catalog.get_catalog_name(\"catalog_id\")\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| catalog_id    | `String`        | Yes      |\n\nIt returns name of the catalog as a String.\n\n```python\ntest_catalog\n```\n\n## get_catalog_items\n```python\nexponea.catalog.get_catalog_items(\"catalog_id\", params={})\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| catalog_id    | `String`        | Yes      |\n| params        | `Dictionary`    | No       |\n\n_Note: `params` is a kwargs argument._\n\nIt returns items of the catalog that match the query and filters specified in params Dictionary. See [official documentation](https://developers.exponea.com/v2/reference#get-catalog-items) for what kind of options you can give to params Dictionary.\n\n```python\n{\n    \"matched\": 2,\n    \"limit\": 20,\n    \"skip\": 0,\n    \"data\": [{\"item_id\": \"1\", \"properties\": {\"field_one\": \"foo\", \"field_two\": \"baz\"}}],\n    \"matched_limited\": False,\n    \"total\": 2\n}\n```\n\n## update_catalog_item\n```python\nexponea.catalog.update_catalog_item(\"catalog_id\", \"1\", {\"field_one\": \"new_value\"})\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| catalog_id    | `String`        | Yes      |\n| item_id       | `String`        | Yes      |\n| properties    | `String`        | Yes      |\n\nIt returns Boolean of whether the operation was successful.\n\n```python\nTrue\n```\n\n## update_catalog_name\n```python\nexponea.catalog.update_catalog_name(\"catalog_id\", \"new_name\", [\"fiel_one\", \"field_two\", \"field_three\"])\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| catalog_id    | `String`        | Yes      |\n| new_name      | `String`        | Yes      |\n| fields        | `Array<String>` | Yes      |\n\n_Note: `fields` must contain those fields that already exist._\n\nIt returns Boolean of whether the operation was successful.\n\n```python\nTrue\n```\n\n## create_catalog_item\n```python\nexponea.catalog.create_catalog_item(\"catalog_id\", \"item_id\", { \"field_one\": \"value_one\" })\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| catalog_id    | `String`        | Yes      |\n| item_id       | `String`        | Yes      |\n| properties    | `Dictionary`    | Yes      |\n\n_Note: This operation replaces an already existing item if the IDs match._\n\nIt returns Boolean of whether the operation was successful.\n```python\nTrue\n```\n\n## update_catalog_item\n```python\nexponea.catalog.update_catalog_item(\"catalog_id\", \"item_id\", { \"field_one\": \"value_one\" })\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| catalog_id    | `String`        | Yes      |\n| item_id       | `String`        | Yes      |\n| properties    | `Dictionary`    | Yes      |\n\n_Note: Updates only those fields that are specified in properties Dictionary._\n\nIt returns Boolean of whether the operation was successful.\n```python\nTrue\n```\n\n\n## delete_catalog_item\n```python\nexponea.catalog.delete_catalog_item(\"catalog_id\", \"item_id\")\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| catalog_id    | `String`        | Yes      |\n| item_id       | `String`        | Yes      |\n\nIt returns Boolean of whether the operation was successful.\n\n```python\nTrue\n```\n\n## delete_catalog_items\n```python\nexponea.catalog.delete_catalog_items(\"catalog_id\")\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| catalog_id    | `String`        | Yes      |\n\nIt returns Boolean of whether the operation was successful.\n\n```python\nTrue\n```\n\n## delete_catalog\n```python\nexponea.catalog.delete_catalog(\"catalog_id\")\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| catalog_id    | `String`        | Yes      |\n\nIt returns Boolean of whether the operation was successful.\n\n```python\nTrue\n```\n\n## Tracking API\n\n### get_system_time\n```python\nexponea.tracking.get_system_time(batch=False)\n```\n| Parameter     | Type          | Required |\n| ------------- | ------------- | -------- |\n| batch         | `Boolean`     | No       |\n\n_Note: The `batch` kwarg specifies whether command is used in the batch mode. See [batch_commands method](#batch_commands) for details._\n\nIt returns a Float.\n```python\n1533663283.8943756\n```\n\n### update_customer_properties\n```python\nexponea.tracking.update_customer_properties({ \"registered\": \"test\" }, { \"first_name\": \"Lukas\" }, batch=False)\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| customer_ids  | `Dictionary`    | Yes      |\n| properties    | `Dictionary`    | Yes      |\n| batch         | `Boolean`       | No       |\n\n_Note: The Customer's properties will get updated with the values of the properties Dictionary._\n\n_Note: The `batch` kwarg specifies whether command is used in the batch mode. See [batch_commands method](#batch_commands) for details._\n\nIt returns Boolean describing whether operation was successful or not.\n```python\nTrue\n```\n\n### add_event\n```python\nexponea.tracking.add_event({ \"registered\": \"test\" }, \"event_type\", properties={ \"property\": \"sample_property\" }, timestamp=1533663283, batch=False)\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| customer_ids  | `Dictionary`    | Yes      |\n| event_type    | `String`        | Yes      |\n| properties    | `Dictionary`    | No       |\n| timestamp     | `Float`         | No       |\n| batch         | `Boolean`       | No       |\n\n_Note: `properties`, `timestamp` and `batch` parameters are kwargs._\n\n_Note: The `batch` kwarg specifies whether command is used in the batch mode. See [batch_commands method](#batch_commands) for details._\n\nIt returns Boolean describing whether operation was successful or not.\n```python\nTrue\n```\n\n### batch_commands\n```python\nexponea.tracking.batch_commands([\n    exponea.tracking.add_event({ \"registered\": \"test\" }, \"event_type\", properties={ \"property\": \"test\" }, batch=True),\n    exponea.tracking.update_customer_properties({ \"registered\": \"test\" }, { \"first_name\": \"Lukas\" }, batch=True),\n    exponea.tracking.get_system_time(batch=True)\n])\n```\n| Parameter     | Type                | Required |\n| ------------- | -------------       | -------- |\n| commands      | `Array<Dictionary>` | Yes      |\n\nSee [official documentation](https://developers.exponea.com/v2/reference#section-how-to-build-a-command-body) for the available formats of different types of commands.\nIt returns an Array of Booleans describing whether each operation was successful or not.\n\n```python\n[True, True, 1533833512.6860783]\n```\n\n## Customer API\n\n### get_customer\n```python\nexponea.customer.get_customer({ \"registered\": \"test\", \"cookie\": \"123\" })\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| customer_ids  | `Dictionary`    | Yes      |\n\n_Note: The keys of the Dictionary are the names of the ID type, and value is the value for a given customer._\n\nIt returns a Dictionary.\n```python\n{\n    \"events\": [{\n        \"type\": \"test\",\n        \"timestamp\": 1533495544.343536,\n        \"properties\": {}\n    }],\n    \"properties\": {\n        \"first_name\": \"Lukas\",\n        \"last_nam\": \"Cerny\"\n    },\n    \"ids\": {\n        \"registered\": \"test\",\n        \"cookie\": \"123\"\n    }\n}\n```\n\n### get_customer_consents\n```python\nexponea.customer.get_customer_consents({\"registered\": \"test\"}, [ \"newsletter\", \"other\" ])\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| customer_ids  | `Dictionary`    | Yes      |\n| consent_types | `Array<String>` | Yes      |\n\nIt returns a Dictionary.\n\n```python\n{\n    \"newsletter\": True,\n    \"other\": False\n}\n```\n\n### get_customer_attributes\n```python\nexponea.customer.get_customer_attributes({\"registered\": \"test\"}, ids=[\"cookie\", \"ga\"], properties=[\"first_name\"], aggregations=[\"agg_id\"], segmentations=[\"segm_id\"], predictions=[\"pred_id\"], expressions=[\"expr_id\"])\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| customer_ids  | `Dictionary`    | Yes      |\n| ids           | `Array<String>` | No       |\n| properties    | `Array<String>` | No       |\n| aggregations  | `Array<String>` | No       |\n| expressions   | `Array<String>` | No       |\n| segmentations | `Array<String>` | No       |\n| predictions   | `Array<String>` | No       |\n| expressions   | `Array<String>` | No       |\n\n_Note: All the arguments are kwargs and specify the attributes you want to recieve._\n\nIt returns a Dictionary.\n```python\n{\n    \"ids\": {\n        \"cookie\": [],\n        \"ga\": \"sample_id\"\n    },\n    \"properties\": {\n        \"first_name\": \"Lukas\"\n    },\n    \"aggregations\": {\n        \"agg_id\": \"sample_aggregate\"\n    },\n    \"segmentations\": {\n        \"segm_id\": \"sample_segment\"\n    },\n    \"predictions\": {\n        \"pred_id\": \"sample_prediction\"\n    },\n    \"expressions\": {\n        \"expr_id\": \"sample_expression\"\n    }\n}\n```\n_Note: If you do not specify one of the attribute types, it will not have a key in the resulting Dictionary._\n\n### get_customers\n```python\nexponea.customer.get_customers()\n```\n| Parameter     | Type          | Required |\n| ------------- | ------------- | -------- |\n\nIt returns an Array.\n```python\n[\n    {\n        \"ids\": {\n            \"cookie\": [],\n            \"registered\": \"test\"\n        },\n        \"properties\": {\n            \"first_name\": \"Lukas\",\n            \"last_name\": \"Cerny\"\n        }\n    }\n]\n```\n\n### get_events\n```python\nexponea.customer.get_events({ \"registered\": \"test\" }, [ \"event_type\" ])\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| customer_ids  | `Dictionary`    | Yes      |\n| event_types   | `Array<String>` | Yes      |\n\n_Note: Elements of `event_types` Array are names of Events._\n\nIt returns an Array.\n```python\n[\n    {\n        \"properties\":{\n            \"foo\": \"baz\"\n        },\n        \"timestamp\":1533495529.9268496,\n        \"type\": \"event_type\"\n    }\n]\n```\n\n### anonymize_customer\n```python\nexponea.customer.anonymize_customer({ \"registered\": \"test\" })\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| customer_ids  | `Dictionary`    | Yes      |\n\nIt returns a Boolean if operation was successful or not.\n\n```python\nTrue\n```\n\n## Analyses API\n\n### get_report\n```python\nexponea.analyses.get_report(\"report_id\")\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| report_id     | `String`        | Yes      |\n\nIt returns a Dictionary. The elements in `data` represent individual rows.\n\n```python\n{\n    \"name\": \"report_name\",\n    \"data\": [\n        {\n            \"column_name_1\": \"value_1\",\n            \"column_name_2\": 1\n        }\n    ]\n}\n```\n\n### get_funnel\n```python\nexponea.analyses.get_funnel(\"funnel_id\")\n```\n| Parameter     | Type            | Required |\n| ------------- | -------------   | -------- |\n| funnel_id     | `String`        | Yes      |\n\nIt returns a Dictionary. 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