### Setup Example Catalogs and Layers

Source: https://docs.here.com/data-sdk/docs/pysdk-here-platform-layers

This code snippet demonstrates how to initialize the HERE Platform SDK and retrieve various layer types (versioned, volatile, index, stream, object store, and interactive map) from different catalogs. It sets up the necessary objects for reading data from these layers.

```python
from here.platform import Platform

platform = Platform()

oma_catalog = platform.get_catalog('hrn:here:data::olp-here:oma-3')
versioned_layer = oma_catalog.get_layer('topology_geometry_segment')

wx_catalog = platform.get_catalog('hrn:here:data::olp-here:live-weather-eu')
volatile_layer = wx_catalog.get_layer('latest-data')

sdii_catalog = platform.get_catalog('hrn:here:data::olp-here:olp-sdii-sample-berlin-2')
index_layer = sdii_catalog.get_layer('sample-index-layer')

traffic_catalog = platform.get_catalog('hrn:here:data::olp-here:olp-traffic-1')
stream_layer = traffic_catalog.get_layer('traffic-incidents-delta-stream')

samples_catalog = platform.get_catalog('hrn:here:data::olp-here:here-geojson-samples')
objectstore_layer = samples_catalog.get_layer('objectstore')

test_catalog = platform.get_catalog(...)
interactive_map_layer = test_catalog.get_layer(...)
```

--------------------------------

### getStartVersion

Source: https://docs.here.com/data-sdk/page/sdk-for-typescript-classes-olp_sdk_dataservice_read-catalogversionrequest

Gets a catalog start version for the request.

```APIDOC
## Method: getStartVersion

### Description
Gets a catalog start version for the request.

### Signature
`getStartVersion(): undefined | number`

### Returns
- **undefined | number** - The catalog start version.
```

--------------------------------

### Initialize platform and get catalog

Source: https://docs.here.com/data-sdk/docs/pysdk-here-platform-catalogs

Initializes the HERE platform client and retrieves a catalog object using its HRN. This setup is required for all catalog operations in this section.

```python
from here.platform import Platform
platform = Platform()
hrn = "hrn:here:data::olp-here:your-catalog"
catalog = platform.get_catalog(hrn=hrn)
```

--------------------------------

### Create a project with Platform.create_project

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-here-platform-platform

Usage example for creating a project. Requires a Platform instance. The method returns a Project object. The example passes id, name, and description.

```python
>>> from here.platform import Platform
>>> platform = Platform()
>>> project = platform.create_project(id="create-project", name="name",
... description="description")
```

--------------------------------

### Install the SDK modules

Source: https://docs.here.com/data-sdk/docs/get-data-object-store-layer

Installs the required HERE Data SDK modules for authentication, dataservice read, and dataservice API.

```sh
npm install --save @here/olp-sdk-authentication @here/olp-sdk-dataservice-read @here/olp-sdk-dataservice-api
```

--------------------------------

### Create a catalog with Platform.create_catalog

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-here-platform-platform

Usage example for creating a catalog. Requires a Platform instance. The method returns a Catalog object. The example passes id, name, summary, description, and tags.

```python
>>> from here.platform import Platform
>>> platform = Platform()
>>> catalog = platform.create_catalog(id="create-catalog", name="name",
... summary="summary", description="description", tags=["tag1", "tag2"])
```

--------------------------------

### Install Data SDK modules with npm

Source: https://docs.here.com/data-sdk/docs/get-started-with-here-data-sdk-for-typescript

Run these npm commands to install the Data SDK modules for TypeScript development.

```sh
npm install @here/olp-sdk-authentication
npm install @here/olp-sdk-core
npm install @here/olp-sdk-dataservice-read
npm install @here/olp-sdk-dataservice-write
npm install @here/olp-sdk-dataservice-api
```

--------------------------------

### Upgrade all HERE Data SDK packages with pip install

Source: https://docs.here.com/data-sdk/docs/pysdk-upgrade

Use this command to upgrade all HERE Data SDK packages to specific versions. Always upgrade all installed SDK packages together; mixing versions is not supported. Remove packages you don't have installed from the command.

```bash
pip install --extra-index-url https://repo.platform.here.com/artifactory/api/pypi/analytics-pypi/simple/ here-platform==2.33.0 here-geotiles==2.33.0 here-geopandas-adapter==2.33.0 here-content==2.33.0 here-inspector==2.33.0

```

--------------------------------

### getTile example usage

Source: https://docs.here.com/data-sdk/page/sdk-for-typescript-modules-olp_sdk_dataservice_read

Shows how to use the getTile function with a TileRequest and parameters. The example includes creating a TileRequest, setting parameters, and calling getTile with two different tile keys.

```typescript
const params: GetTileParams = {
            settings: "% your `OlpClientSettings` instance % ",
            catalogHrn: "% the HRN instance of your catalog %",
            layerId: "% your layer ID %",
            layerType: "% versioned or volatile %",
        }

const request = new TileRequest();

const tile1 = await getTile(request.withTileKey(yourTileKey1), params);
const tile2 = await getTile(request.withTileKey(yourTileKey2), params);
```

--------------------------------

### Get tile boundary polygon (duplicate example)

Source: https://docs.here.com/data-sdk/docs/pysdk-here-geotiles

Get the boundary of tile10 as a Shapely Polygon. This is a duplicate of the earlier example, shown again in the source.

```python
print(ht.get_polygon(tile10))
POLYGON ((-87.5390625 41.8359375, -87.5390625 42.1875, -87.890625 42.1875, -87.890625 41.8359375, -87.5390625 41.8359375))
```

--------------------------------

### Create an npm project

Source: https://docs.here.com/data-sdk/docs/get-data-object-store-layer

Initializes a new npm project in a directory named example-app.

```sh
mkdir example-app && cd example-app && npm init
```

--------------------------------

### from_coordinates example

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-here-geotiles-heretile

Example of using from_coordinates to get the tile ID for a given coordinate.

```python
>>> # Berlin main station
>>> from_coordinates(13.36937, 52.52507, 14)
377894440
```

--------------------------------

### Getting stream metadata in a DataFrame

Source: https://docs.here.com/data-sdk/docs/pysdk-here-geopandas-adapter

Example of getting stream metadata in a DataFrame using the GeoPandasAdapter.

```python
from here.platform import Platform
from here.geopandas_adapter import GeoPandasAdapter

platform = Platform(adapter=GeoPandasAdapter())
sdii_catalog = platform.get_catalog("hrn:here:data::olp-here:olp-sdii-sample-berlin-2")
stream_layer = sdii_catalog.get_layer("sample-streaming-layer")

with stream_layer.subscribe() as subscription:
    partitions_df = stream_layer.get_stream_metadata(subscription=subscription)

```

--------------------------------

### List projects using Platform.list_projects

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-here-platform-platform

Demonstrates how to initialize the Platform object and retrieve a list of projects with a specified limit.

```python
>>> from here.platform import Platform
>>> platform = Platform()
>>> resp = platform.list_projects(limit=10)
```

--------------------------------

### Initialize SDK with credentials and configuration

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-modules-here-platform-platform

Sets up the SDK client with credentials, application config, platform config, and optional proxies. Handles different credential types (Credentials and Token) and sets up authentication. Configures polling and retry times based on local environment.

```python
self.credentials = credentials or PlatformCredentials.from_default()
self.application_config = application_config or ApplicationConfig.from_default()
self.application_config.additional_parameters = kwargs.copy()
self._platform_config = platform_config or PlatformConfig.from_environment(
self._environment
)
self._polling_wait = (
0.1 if self._local_environment else self.application_config.polling_wait
)
self._retry_max_time = (
5 if self._local_environment else self.application_config.retry_max_time
)

self.proxies = proxies

self.default_adapter: Adapter = DefaultAdapter()
self.adapter: Adapter = adapter or self.default_adapter
self.lookup_api_registry = LookupApiRegistry()
self.billing_tag = billing_tag
self._project_hrn = project_hrn

if self._platform_config.account_url is None:
self.auth = None
else:
if (
self.credentials is not None
and self.credentials.cred_type == CredentialsType.Credentials
):
aaa_oauth2_api = AAAOauth2Api(
base_url=self.credentials.cred_properties["endpoint"],
platform_config=self.platform_config,
application_config=self.application_config,
proxies=proxies,
)
self.auth = Auth(self.credentials, aaa_oauth2_api=aaa_oauth2_api)
elif (
self.credentials is not None
and self.credentials.cred_type == CredentialsType.Token
):
assert self.credentials
self.auth = Auth(self.credentials)
else:

# Unexpected credentials type

assert False

if self._project_hrn and self.auth is not None:
self.auth.set_scope(self._project_hrn)

self.api_factory: APIFactory = APIFactory(
platform_config=self.platform_config,
application_config=self.application_config,
auth=cast(Auth, self.auth),
proxies=cast(dict, self.proxies),
local_environment=self._local_environment,
lookup_api_registry=self.lookup_api_registry,
)

self._schema_reg: SchemaRegistry = None  # type: ignore
```

--------------------------------

### Get catalog details

Source: https://docs.here.com/data-sdk/docs/pysdk-here-platform-catalogs

Retrieves the details of the catalog identified by the HRN used in the setup.

```python
catalog_details = catalog.get_details()
```

--------------------------------

### Get a single service by HRN

Source: https://docs.here.com/data-sdk/docs/pysdk-here-platform-services

Connects to a service by providing its HRN. The example uses the HERE Routing service HRN.

```python
routing_service = platform.get_service("hrn:here:service::olp-here:routing-8")
```

--------------------------------

### Initialize Platform and Retrieve Service

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-modules-here-platform-platform

Demonstrates how to initialize the Platform object and retrieve a specific service using its HRN.

```python
>>> from here.platform import Platform
>>> platform = Platform()
>>> platform.get_service("hrn:here:service::olp-here:routing-8") #doctest: +ELLIPSIS
>>> <here.platform.service.Service object at 0x...>
```

--------------------------------

### constructor

Source: https://docs.here.com/data-sdk/page/sdk-for-typescript-classes-olp_sdk_core-olpclientsettings

Creates a new instance of OlpClientSettings.

```APIDOC
## constructor

### Description
Creates a new instance of OlpClientSettings.

### Signature
`constructor()`

### Parameters
No parameters are documented.

### Returns
A new OlpClientSettings instance.
```

--------------------------------

### get(path: str, params: dict | None = None, headers: dict | None = None, as_json: bool = True, success_codes: List[int] = [200], **kwargs) -> Any

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-here-platform-service

Perform a GET request on the service for the given path of the service. Example, `service.get("/path")`.

```APIDOC
## Service.get

### Description
Perform a GET request on the service for the given path of the service. Example, `service.get("/path")`

### Parameters
- **path** (str) - Required - Path to be called on the service.
- **params** (dict | None) - Optional - Parameters to pass to the API.
- **headers** (dict | None) - Optional - Request headers. Defaults to the Api headers property.
- **as_json** (bool) - Optional - A boolean to indicate type of response. If True then response will be returned in json format. If False, requests.Response object will be returned.
- **success_codes** (List[int]) - Optional - List of HTTP response codes which are treated as success.
- **kwargs** (optional) - Optional arguments that can be passed to requests' GET call.

### Returns
Response from the API.

### Raises
PlatformException - in case of unsuccessful response
```

--------------------------------

### Create a project: instantiate Platform

Source: https://docs.here.com/data-sdk/docs/pysdk-here-platform-projects

Creates a Platform instance to interact with the HERE platform.

```python
platform = Platform()
```

--------------------------------

### Get a specific catalog version

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-modules-here-platform-catalog

Returns details of a single catalog version. Raises ValueError if the version is not a non-negative integer or if the version does not exist (start >= latest). Uses the data metadata API to list versions for the range [version-1, version].

```python
def get_version(self, version: int) -> Version:
    """
    Return details of a single version which is specified.

    :param version: An int to specify the specific version
    for which catalog details are needed
    :return: details of the version specified
    :raises ValueError:The value of the version is not an integer
    or when the value is greater than the latest catalog version or less than 0
    """
    if type(version) == int and version >= 0:
        start = version - 1
        end = version
        latest = self.latest_version()
    else:
        raise ValueError(
            f"Invalid Version value -> {version}, expected positive integer value."
        )
    if latest is None:
        latest = -1
    if start >= latest:
        raise ValueError(f"Version {version} does not exist.")
    get_version_resp = self._data_metadata_api.list_versions(
        start, end, billing_tag=self.billing_tag
    )
    return Version(get_version_resp["versions"][0])
```

--------------------------------

### Set up a Node.js project for HERE Data SDK

Source: https://docs.here.com/data-sdk/docs/get-partition-metadata-index-layer

Commands to create an npm project, initialize TypeScript, install Node types, and install the required HERE Data SDK modules for the Node.js app.

```sh
mkdir example-app && cd example-app && npm init
```

```sh
tsc --init
```

```sh
npm install --save-dev @types/node
```

```sh
npm install --save @here/olp-sdk-authentication @here/olp-sdk-dataservice-read @here/olp-sdk-dataservice-api
```

--------------------------------

### getChanges(builder, params)

Source: https://docs.here.com/data-sdk/page/sdk-for-typescript-modules-olp_sdk_dataservice_api-metadataapi

Gets the latest partition metadata in a version range for a versioned layer or a time range for a volatile layer. For versioned layers, the range is expressed as a start and end version and might not return all changes for partitions added and removed in between.

```APIDOC
## getChanges(builder, params)

### Description
Gets the latest partition metadata in a version range for a versioned layer or a time range for a volatile layer. For versioned layers, the range is expressed as a start and end version and might not return all changes for the partitions which were added and removed in between the specified start and end versions.

### Method
Function call

### Signature
`getChanges(builder: RequestBuilder, params: { additionalFields?: string[]; billingTag?: string; endVersion?: number; layerId: string; range?: string; sinceTime?: number; startVersion?: number }): Promise<MetadataApi.Partitions>`

### Parameters
- **builder** (RequestBuilder) - Required - The request builder used to construct the API request.
- **params** (object) - Required - An object containing the parameters for the request.
  - **additionalFields** (string[]) - Optional - Additional fields to include in the response.
  - **billingTag** (string) - Optional - A billing tag for cost tracking.
  - **endVersion** (number) - Optional - The end version for versioned layers.
  - **layerId** (string) - Required - The ID of the layer.
  - **range** (string) - Optional - The range for the request.
  - **sinceTime** (number) - Optional - The start time for volatile layers.
  - **startVersion** (number) - Optional - The start version for versioned layers.

### Returns
- **Promise<MetadataApi.Partitions>** - A promise that resolves to the partition metadata.

### Defined in
[@here/olp-sdk-dataservice-api/lib/metadata-api.ts:224](https://github.com/heremaps/here-data-sdk-typescript/blob/4fafecd/@here/olp-sdk-dataservice-api/lib/metadata-api.ts#L224)
```

--------------------------------

### Create a project: call create_project

Source: https://docs.here.com/data-sdk/docs/pysdk-here-platform-projects

Creates a project with the specified ID, name, and description.

```python
project = platform.create_project(project_id, project_name, project_desc)
```

--------------------------------

### Jupyter async fix for large uploads (50 MB+)

Source: https://docs.here.com/data-sdk/docs/pysdk-here-platform-layers

Add at the start of a Jupyter notebook before calling write_partitions when publishing more than 50 MB to a single partition. It re-applies the event loop when using nested or external multipart uploads. The statements are an explicit setup requirement.

```python
import nest_asyncio
import asyncio
nest_asyncio.apply(loop=asyncio.get_event_loop())
```

--------------------------------

### Leave a project using Platform.leave_project

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-here-platform-platform

Imports Platform, creates an instance, and calls leave_project with a project HRN. The doctest is skipped, so no output is shown.

```python
>>> from here.platform import Platform
>>> platform = Platform()
>>> platform.leave_project("hrn:here:authorization::"
"olp-here:project/test") # doctest: +SKIP
```

--------------------------------

### Python: Get index partitions metadata as DataFrame with GeoPandasAdapter

Source: https://docs.here.com/data-sdk/docs/pysdk-here-geopandas-adapter

Example of enabling `GeoPandasAdapter` and calling `get_partitions_metadata` on an index layer to obtain metadata as a `pd.DataFrame` instead of a list or dict. Requires the HERE Data SDK and GeoPandasAdapter import. The returned DataFrame is not indexed, and the data handle is used in place of partition id.

```python
from here.platform import Platform
from here.geopandas_adapter import GeoPandasAdapter

platform = Platform(adapter=GeoPandasAdapter())
sdii_catalog = platform.get_catalog("hrn:here:data::olp-here:olp-sdii-sample-berlin-2")
index_layer = sdii_catalog.get_layer("sample-index-layer")

partitions_df = index_layer.get_partitions_metadata(query="hour_from=ge=10")
```

--------------------------------

### Content class initialization with catalog HRN and version detection

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-modules-here-content-content

Initializes the Content class with a catalog HRN and platform. Sets the catalog HRN, internal catalog using the default adapter, platform reference, and detects the version from the catalog's latest_version or configuration. Raises an exception if the catalog is empty.

```python
# The catalog HRN, as passed

self.catalog_hrn = catalog_hrn

# This is the catalog used to access the data, adapter is never applied to it

# This catalog is for internal use only of the content and content binding

self._catalog = platform.get_catalog(catalog_hrn, adapter=platform.default_adapter)

# Platform instance, for internal use of content and content binding

self._platform = platform

# The version must be set or detected once and in one place, otherwise

# we risk operating on two different versions if the catalog is modified

# between multiple `latest_version` calls.

self.version: int = (
version or self._catalog.latest_version() or self._catalog.configuration.version
)
if not self.version:
raise Exception(f"Catalog {catalog_hrn} is empty.")

# todo: check that a version exists if specified from outside

# todo: generalize also for catalogs without versioned layers to support volatile layers
```

--------------------------------

### list_versions: Return information about specific catalog versions

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-modules-here-platform-api-data_metadata_api

Sends a GET request to the /versions endpoint. Returns an empty dictionary if the catalog has no versions. If the requested range exceeds 1000 versions, a 400 Bad Request is returned. The startVersion parameter uses -1 to start from version 0; endVersion must be a valid catalog version greater than startVersion.

```python
@[docs]
def list\_versions(
  self,
  start\_version: int,
  end\_version: int,
  billing\_tag: Optional\[str] = None,
) -> dict:
  """
  Return information about specific catalog version(s). If the catalog doesn't contain any
  versions, an empty dictionary is returned. Maximum number of versions to be returned
  per call is 1000 versions. If requested range is bigger than 1000 versions,
  400 Bad Request will be returned.

  :param start\_version: The version number after which list of returned versions will begin.
  Minimum value -1 will return list starting with version 0.
  :param end\_version: The end of the range of versions you want to get (inclusive). This
  must be a valid catalog version greater than the startVersion. The maximum value for
  this parameter is returned from the /versions/latest endpoint. If this version does
  not exist, 400 Bad Request is returned
  :param billing\_tag: Billing Tag is an optional free-form tag which is used for grouping
  billing records together.
  :return: response from the API.
  :raises PlatformException: If platform responds with an HTTP error.
  """
  path = "/versions"
  url = self.format\_url(self.base\_url, path)
  params = {
                  "startVersion": start\_version,
                  "endVersion": end\_version,
                  "billingTag": billing\_tag,
              }
  resp = self.get(url, params=params)
  if resp.status\_code == 200:
    resp\_json: dict = resp.json()
    return resp\_json
  elif resp.status\_code == 404:
    return {}
  else:
    raise PlatformException(resp)
```

--------------------------------

### Delete Catalog Example

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-here-platform-platform

Example usage of the delete_catalog method.

```python
>>> from here.platform import Platform
>>> platform = Platform()
>>> platform.delete_catalog("hrn:here:data::olp-here:delete")
```

--------------------------------

### new OlpClientSettings(params)

Source: https://docs.here.com/data-sdk/page/sdk-for-typescript-classes-olp_sdk_core-olpclientsettings

Constructor for the OlpClientSettings class.

```APIDOC
## new OlpClientSettings(params)

### Description
Creates the OlpClientSettings instance.

### Method
constructor

### Parameters
- **params** (OlpClientSettingsParams) - Required - Parameters used to construct the OlpClientSettings class.

### Returns
OlpClientSettings - The OlpClientSettings instance.
```

--------------------------------

### List all services with platform.list_services()

Source: https://docs.here.com/data-sdk/docs/pysdk-here-platform-services

Lists all services the account has access to and prints each service's name and HRN. The output is truncated in the documentation for clarity.

```python
from here.platform import Platform
platform = Platform()

services = platform.list_services()

for service in services:
    print(f"{service.name} ({service.hrn})")
```

```text
Fuel prices (hrn:here:service::olp-here:fuel-prices-3)
HERE Destination Weather (hrn:here:service::olp-here:destination-weather-3)
HERE Isoline Routing (hrn:here:service::olp-here:routing-isoline-8)
HERE Routing (hrn:here:service::olp-here:routing-8)
HERE Routing - Transit (hrn:here:service::olp-here:transit-routing-8)
HERE Search - One Box Search (hrn:here:service::olp-here:search-discover-7)
HERE Search - Reverse Geocoder (hrn:here:service::olp-here:search-revgeocode-7)
```

--------------------------------

### from_coordinates boundary example

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-here-geotiles-heretile

Example of using from_coordinates at boundary conditions.

```python
>>> # Longitude boundary
>>> from_coordinates(90, 45, 2)
23
>>> # Latitude boundary
>>> from_coordinates(45, 0, 2)
22
```

--------------------------------

### GET request

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-modules-here-platform-service

Performs a GET request on the service for a given path.

```python
def get(
self,
path: str,
params: Optional\[dict] = None,
headers: Optional\[dict] = None,
as\_json: bool = True,
success\_codes: List\[int] = \[200],
\*\*kwargs,
) -> Any:
"""
Perform a GET request on the service for the given :param:`path` of the service
Example, `service.get("/path")`

:param path: path to be called on the service.
:param params: Parameters to pass to the API.
:param headers: Request headers. Defaults to the Api headers property.
:param as\_json: A boolean to indicate type of response. If `True` then response
will be returned in json format. If `False`, `requests.Response` object
will be returned
:param success\_codes: List of http response codes which are treated as success
:param kwargs: Optional arguments that can be passed to requests' GET call
:return: response from the API.
:raises PlatformException: in case of unsuccessful response
"""
url = self.\_format\_url(path)
resp = self.\_api\_factory.get\_api(API.SERVICE, service\_base\_url=self.base\_url).get(
url, params, headers, \*\*kwargs
)
if resp.status\_code in success\_codes:
return resp.json() if as\_json else resp
else:
raise PlatformException(resp)
```

--------------------------------

### Example credentials.properties file

Source: https://docs.here.com/data-sdk/docs/pysdk-credentials

Shows the format of the generated app credentials file from the HERE Platform, with placeholders for user ID, client ID, access key ID, access key secret, and token endpoint URL.

```properties
here.user.id = <example_here>
here.client.id = <example_here>
here.access.key.id = <example_here>
here.access.key.secret = <example_here>
here.token.endpoint.url = <example_here>
```

--------------------------------

### Get project with platform.get_project

Source: https://docs.here.com/data-sdk/docs/pysdk-here-platform

Gets a project object for the given HRN.

```python
from here.platform import Platform
platform = Platform()
project_object = platform.get_project("hrn:here:authorization::olp-here:project/test")
```

--------------------------------

### Create project with platform.create_project

Source: https://docs.here.com/data-sdk/docs/pysdk-here-platform

Creates a project with the given HRN.

```python
from here.platform import Platform
platform = Platform()
created_project_object = platform.create_project("hrn:here:authorization::olp-here:sample-test-project")
```

--------------------------------

### Install node types

Source: https://docs.here.com/data-sdk/docs/get-data-object-store-layer

Installs the @types/node package as a dev dependency.

```sh
npm install --save-dev @types/node
```

--------------------------------

### Platform.__init__

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-here-platform-platform

Initializes a Platform instance with credentials, application configuration, environment, proxies, billing tag, adapter, and project HRN. This is the entry point for interacting with the HERE platform.

```APIDOC
## Platform.__init__

### Description
Initializes a Platform instance with credentials, application configuration, environment, proxies, billing tag, adapter, and project HRN. This is the entry point for interacting with the HERE platform.

### Method
Constructor

### Signature
```python
Platform(credentials: PlatformCredentials | None = None, application_config: ApplicationConfig | None = None, environment: Environment | None = None, proxies: dict | None = None, billing_tag: str | None = None, adapter: Adapter | None = None, project_hrn: str | None = None)
```

### Parameters
- **credentials** (PlatformCredentials | None) - Optional - Platform credentials for authentication.
- **application_config** (ApplicationConfig | None) - Optional - Application configuration.
- **environment** (Environment | None) - Optional - Environment settings.
- **proxies** (dict | None) - Optional - Proxy configuration.
- **billing_tag** (str | None) - Optional - Billing tag for usage tracking.
- **adapter** (Adapter | None) - Optional - Adapter for HTTP requests.
- **project_hrn** (str | None) - Optional - Project HRN (HERE Resource Name).

### Returns
- **Platform** - A new Platform instance.

```

--------------------------------

### Instantiate OlpClientSettings

Source: https://docs.here.com/data-sdk/docs/create-platform-client-settings

Create the olpClientSettings instance by specifying the target environment and providing the getToken method.

```typescript
const olpClientSettings = new OlpClientSettings({
  environment:
    "here | here-dev | here-cn | here-cn-dev | http://YourLocalEnvironment",
  getToken: () => userAuth.getToken()
});
```

--------------------------------

### Python: read index layer partitions data as DataFrame with GeoPandasAdapter

Source: https://docs.here.com/data-sdk/docs/pysdk-here-geopandas-adapter

Calls `read_partitions` on an index layer to fetch and decode data, returning a `pd.DataFrame` or `gpd.GeoDataFrame`. If no `partition_ids` are provided, the whole layer is read. Requires prior setup of the `index_layer` from the previous example. The returned DataFrame is not indexed, data from multiple partitions are combined, and a `partition_id` column is added; data handle replaces partition id.

```python
partitions_df = index_layer.read_partitions(query="hour_from=ge=10")
```

--------------------------------

### Create Platform and get service by HRN

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-here-platform-platform

Creates a Platform instance and retrieves a service using its HRN. The output shows the returned Service object.

```python
>>> platform = Platform()
>>> platform.get_service("hrn:here:service::olp-here:routing-8")
<here.platform.service.Service object at 0x...>
```

--------------------------------

### contains_point example

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-here-geotiles-heretile

Example of using contains_point to check if a tile contains a point.

```python
>>> tile = from_x_y_level(2, 1, 2)
>>> contains_point(tile, Point(90, 45))
True
>>> contains_point(tile, Point(0, 0))
True
```

--------------------------------

### Get catalog layer

Source: https://docs.here.com/data-sdk/docs/pysdk-here-platform-catalogs

Gets a Layer object for the given layer ID.

```python
layer = catalog.get_layer(layer_id=layer_id)
```

--------------------------------

### constructor

Source: https://docs.here.com/data-sdk/page/sdk-for-typescript-classes-olp_sdk_dataservice_write-startbatchrequest

Creates a new StartBatchRequest instance.

```APIDOC
## constructor

### Description
Creates a new StartBatchRequest instance.

### Method
constructor

### Signature
`new StartBatchRequest()`

### Parameters
None

### Returns
- **StartBatchRequest** - A new instance of StartBatchRequest.
```

--------------------------------

### Get details of a single version

Source: https://docs.here.com/data-sdk/docs/pysdk-here-platform-catalogs

Gets the details of the specified version of the catalog.

```python
version = catalog.get_version()
```

--------------------------------

### DataQueryApi.__init__

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-modules-here-platform-api-data_query_api

Instantiates a DataQueryApi object with the provided configuration and authentication.

```APIDOC
## DataQueryApi.__init__

### Description
Instantiates a DataQueryApi object with the provided configuration and authentication.

### Method
Constructor

### Signature
```python
DataQueryApi(
    base_url: str,
    platform_config: PlatformConfig,
    application_config: ApplicationConfig,
    auth: Optional[Auth],
    proxies: Optional[dict] = None
)
```

### Parameters
- **base_url** (str) - Required - Base URL for the API.
- **platform_config** (PlatformConfig) - Required - Configuration information for the API.
- **application_config** (ApplicationConfig) - Required - Configuration information for the API.
- **auth** (Optional[Auth]) - Required - An Authentication instance.
- **proxies** (Optional[dict]) - Optional - Proxy configuration. Defaults to environment proxy configuration.

```

--------------------------------

### Get the Platform status

Source: https://docs.here.com/data-sdk/docs/pysdk-here-platform

Gets the platform status and shows the returned status object.

```python
from here.platform import Platform
platform = Platform()
status = platform.get_status()
status
```

```text
{'result': {'status': 'ok', 'description': 'all systems operational'}}
```

--------------------------------

### Get catalog latest version

Source: https://docs.here.com/data-sdk/docs/pysdk-here-platform-catalogs

Gets the latest version of the catalog available on the platform.

```python
catalog_latest_version = catalog.latest_version()
```

--------------------------------

### Catalog constructor

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-modules-here-platform-catalog

Initializes a Catalog instance with its HRN, platform, optional adapter, and billing tag.

```python
[docs]
class Catalog:
    """HERE platform catalog abstraction."""

    def __init__(
        self,
        hrn: str,
        platform: "Platform",
        adapter: Optional[Adapter] = None,
        billing_tag: Optional[str] = None,
    ):
        """
        Instantiate catalog given its HRN, API instances, and schema registry.

        :param hrn: the HERE Resource Name of the catalog
        :param platform: a Platform instance
        :param adapter: the `Adapter` to transform data between different representations
        `None` to use the default adapter of the platform.
        :param billing_tag: A string to represent a grouping of billing records.
        """
        self.hrn = hrn
        self.platform = platform
        self.adapter: Adapter = adapter or self.platform.adapter
        self._data_config_api = self.platform.data_config_api  # type: ignore
        self._base_api: BaseApi = self.platform.base_api
        self.billing_tag: Optional[str] = billing_tag

        self._api_factory: APIFactory = self.platform.api_factory
```

--------------------------------

### Create a subscription with configuration object

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-modules-here-platform-api-data_config_api

Sends a POST request to /subscriptions with a configuration object. Returns the JSON response on 202 Accepted, otherwise raises PlatformException.

```python
def create_subscription(self, configuration_object: dict) -> dict:
    """
    Creates a subscription between source catalog/layer and target catalog/layer

    :param configuration_object: A subscription configuration object.

    :return: response from the API.
    :raises PlatformException: If platform responds with an HTTP error.
    """
    path = "/subscriptions"
    url = self.format_url(self.base_url, path)
    resp = self.post(url, data=configuration_object)
    if resp.status_code == 202:
        resp_json: dict = resp.json()
        return resp_json
    else:
        raise PlatformException(resp)
```

--------------------------------

### Get catalog first version

Source: https://docs.here.com/data-sdk/docs/pysdk-here-platform-catalogs

Gets the first version of the catalog available on the platform.

```python
catalog_first_version = catalog.first_version()
```

--------------------------------

### Multipart upload with start_multipart_upload_by_handle

Source: https://docs.here.com/data-sdk/page/data-sdk-for-python-modules-here-platform-partition

Starts a multipart upload to a blob store. Validates part_size between 5 and 50 MB, generates a new data handle if needed, and initiates the upload via start_multipart_upload_by_handle. Uses asyncio to run read_and_upload_parts and collects the results.

```python
if not (5 <= part_size <= 50):
    raise ValueError(f"part_size must be between 5 and 50 MB, got {part_size}")

if not self.data_handle:
    self.__generate_new_handle()

content_type = self.layer.configuration.content_type
assert content_type
content_encoding = self.layer.configuration.content_encoding or "identity"
multi_parts = self.layer._data_blob_api.start_multipart_upload_by_handle(
    layer_id=self.layer.id,
    data_handle=self.data_handle,
    content_type=content_type,
    billing_tag=self.billing_tag,
    content_encoding=content_encoding,
)

upload_url = multi_parts["links"]["uploadPart"]["href"]
logger.debug(f"URL: {upload_url}")
try:
    loop = asyncio.get_event_loop()
except RuntimeError:
    logger.info("No current event loop, creating new one")
    loop = asyncio.new_event_loop()
    asyncio.set_event_loop(loop)
headers = self.layer._base_api.headers.copy()
future = asyncio.ensure_future(
    self.read_and_upload_parts(path_or_data, upload_url, content_type, headers, part_size)
)
results = loop.run_until_complete(future)
parts = []
for result in results:
    for k, v in result.items():
```

--------------------------------

### get

Source: https://docs.here.com/data-sdk/page/sdk-for-typescript-classes-olp_sdk_core-apicacherepository

Gets a base URL from the cache for a given service, service version, and cache type.

```APIDOC
## get(service: string, serviceVersion: string, type: CacheType): undefined | string

### Description
Gets a base URL from the cache.

### Parameters
- **service** (string) - Required - The name of the API service for which you want to get the base URL.
- **serviceVersion** (string) - Required - The service version.
- **type** (CacheType) - Required - The cache type.

### Returns
- **undefined | string** - The base URL of the service, or undefined if the base URL does not exist.
```