/
voyages_search_enriched.py
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voyages_search_enriched.py
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"""
Try me out in your browser:
[](https://mybinder.org/v2/gh/VorTECHsa/python-sdk/master?filepath=docs%2Fexamples%2Ftry_me_out%2Fvoyages_search_enriched.ipynb)
"""
from datetime import datetime
from typing import Any, Dict, List, Union
from vortexasdk.api import ID
from vortexasdk.api.shared_types import Tag, to_ISODate
from vortexasdk.endpoints.endpoints import VOYAGES_SEARCH_ENRICHED
from vortexasdk.endpoints.voyages_search_enriched_result import (
VoyagesSearchEnrichedFlattenedResult,
VoyagesSearchEnrichedListResult,
)
from vortexasdk.operations import Search
from vortexasdk.utils import convert_to_list
class VoyagesSearchEnriched(Search):
"""
Please note: you will require a subscription to our Freight module to access this endpoint.
"""
_MAX_PAGE_RESULT_SIZE = 500
_CSV_HEADERS = {"Content-Type": "application/json", "accept": "text/csv"}
def __init__(self):
Search.__init__(self, VOYAGES_SEARCH_ENRICHED)
# noinspection PyUnresolvedReferences
def search(
self,
order: str = None,
order_direction: str = None,
offset: int = None,
unit: str = None,
columns: Union[str, List[str]] = None,
time_min: datetime = datetime(2022, 1, 1, 0),
time_max: datetime = datetime(2022, 1, 1, 1),
voyage_id: Union[ID, List[ID]] = None,
cargo_movement_id: Union[ID, List[ID]] = None,
voyage_status: Union[str, List[str]] = None,
voyage_status_excluded: Union[str, List[str]] = None,
movement_status: Union[str, List[str]] = None,
movement_status_excluded: Union[str, List[str]] = None,
cargo_status: Union[str, List[str]] = None,
cargo_status_excluded: Union[str, List[str]] = None,
location_status: Union[str, List[str]] = None,
location_status_excluded: Union[str, List[str]] = None,
commitment_status: Union[str, List[str]] = None,
commitment_status_excluded: Union[str, List[str]] = None,
exclude_overlapping_entries: bool = None,
products: Union[ID, List[ID]] = None,
products_excluded: Union[ID, List[ID]] = None,
latest_products: Union[ID, List[ID]] = None,
latest_products_excluded: Union[ID, List[ID]] = None,
charterers: Union[ID, List[ID]] = None,
charterers_excluded: Union[ID, List[ID]] = None,
effective_controllers: Union[ID, List[ID]] = None,
effective_controllers_excluded: Union[ID, List[ID]] = None,
origins: Union[ID, List[ID]] = None,
origins_excluded: Union[ID, List[ID]] = None,
destinations: Union[ID, List[ID]] = None,
destinations_excluded: Union[ID, List[ID]] = None,
locations: Union[ID, List[ID]] = None,
locations_excluded: Union[ID, List[ID]] = None,
vessels: Union[ID, List[ID]] = None,
vessels_excluded: Union[ID, List[ID]] = None,
flags: Union[ID, List[ID]] = None,
flags_excluded: Union[ID, List[ID]] = None,
ice_class: Union[ID, List[ID]] = None,
ice_class_excluded: Union[ID, List[ID]] = None,
vessel_propulsion: Union[ID, List[ID]] = None,
vessel_propulsion_excluded: Union[ID, List[ID]] = None,
vessel_age_min: int = None,
vessel_age_max: int = None,
vessel_dwt_min: int = None,
vessel_dwt_max: int = None,
vessel_wait_time_min: int = None,
vessel_wait_time_max: int = None,
vessel_scrubbers: str = None,
vessels_tags: Union[Tag, List[Tag]] = None,
vessels_tags_excluded: Union[Tag, List[Tag]] = None,
vessel_risk_level: Union[str, List[str]] = None,
vessel_risk_level_excluded: Union[str, List[str]] = None,
has_ship_to_ship: str = None,
has_charterer: str = None,
) -> Union[
VoyagesSearchEnrichedFlattenedResult, VoyagesSearchEnrichedListResult
]:
"""
Returns one record per voyage, containing a selection of information about the voyage.
NOTE: To display results as a list (`to_list()`), please set the columns parameter to `None`. To display results as dataframe (`to_df()`), please set the columns parameter to `all` or a list of selected columns.
# Arguments
time_min: The UTC start date of the time filter.
time_max: The UTC end date of the time filter.
voyage_id: An array of unique voyage ID(s) to filter on.
cargo_movement_id: An array of unique cargo movement ID(s) to filter on.
voyage_status: A voyage status, or list of voyage statuses to filter on. Can be one of: `'ballast'`, `'laden'`.
voyage_status_excluded: A voyage status, or list of voyage statuses to exclude.
movement_status: A movement status, or list of movement statuses to filter on. Can be one of: `'moving'`, `'stationary'`, `'waiting'`, `'congestion'`, `'slow'`.
movement_status_excluded: A movement status, or list of movement statuses to exclude.
cargo_status: A cargo status, or list of cargo statuses to filter on. Can be one of: `'in-transit'`, `'floating-storage'`, `'loading'`, `'discharging'`.
cargo_status_excluded: A cargo status, or list of cargo statuses to exclude.
location_status: A location status, or list of location statuses to filter on. Can be one of: `'berth'`, `'anchorage-zone'`, `'dry-dock'`, `'on-the-sea'`.
location_status_excluded: A location status, or list of location statuses to exclude.
commitment_status: A commitment status, or list of commitment statuses to filter on. Can be one of: `'committed'`, `'uncommitted'`, `'open'`, `'unknown'`.
commitment_status_excluded: A commitment status, or list of commitment statuses to exclude.
exclude_overlapping_entries: A boolean to only consider the latest voyage in days where two or more Voyages overlap.
products: A product ID, or list of product IDs to filter on.
products_excluded: A product ID, or list of product IDs to exclude.
latest_products: A product ID, or list of product IDs of the latest cargo on board to filter on.
latest_products_excluded: A product ID, or list of product IDs of the latest cargo on board to exclude.
charterers: A charterer ID, or list of charterer IDs to filter on.
charterers_excluded: A charterer ID, or list of charterer IDs to exclude.
effective_controllers: A vessel owner ID, or list of vessel owner IDs to filter on.
effective_controllers_excluded: A vessel owner ID, or list of vessel owner IDs to exclude.
origins: An origin ID, or list of origin IDs to filter on.
origins_excluded: An origin ID, or list of origin IDs to exclude.
destinations: A destination ID, or list of destination IDs to filter on.
destinations_excluded: A destination ID, or list of destination IDs to exclude.
locations: A location ID, or list of location IDs to filter on.
locations_excluded: A location ID, or list of location IDs to exclude.
vessels: A vessel ID or vessel class, or list of vessel IDs/vessel classes to filter on.
vessels_excluded: A vessel ID or vessel class, or list of vessel IDs/vessel classes to exclude.
flags: A flag, or list of flags to filter on.
flags_excluded: A flag, or list of flags to exclude.
ice_class: An ice class, or list of ice classes to filter on.
ice_class_excluded: An ice class, or list of ice classes to ęxclude.
vessel_propulsion: A propulsion method, or list of propulsion methods to filter on.
vessel_propulsion_excluded: A propulsion method, or list of propulsion methods to ęxclude.
vessel_age_min: A number between 1 and 100 (representing years).
vessel_age_max: A number between 1 and 100 (representing years).
vessel_dwt_min: A number representing minimum deadweight tonnage of a vessel.
vessel_dwt_max: A number representing maximum deadweight tonnage of a vessel.
vessel_wait_time_min: A number representing a minimum number of days until a vessel becomes available.
vessel_wait_time_max: A number representing a maximum number of days until a vessel becomes available.
vessel_scrubbers: Either inactive 'disabled', or included 'inc' or excluded 'exc'.
vessels_tags: A time bound vessel tag, or list of time bound vessel tags to filter on.
vessels_tags_excluded: A time bound vessel tag, or list of time bound vessel tags to exclude.
vessel_risk_level: A vessel risk level, or list of vessel risk levels to filter on.
vessel_risk_level_excluded: A vessel risk level, or list of vessel risk levels to exclude.
has_ship_to_ship: Filter data where at least one STS transfer occurs, or none. - one of `disabled`, `inc`, `exc`. Passing disabled means the filter is not active.
has_charterer: Filter data where at least one charterer is specified, or none. - one of `disabled`, `inc`, `exc`. Passing disabled means the filter is not active.
order: Used to sort the returned results. Can be one of:`'vessel_name'`,`'vessel_dwt'`,`'vessel_class'`,
`'start_date'`,`'end_date'`.
order_direction: Determines the direction of sorting. ‘asc’ for ascending, ‘desc’ for descending.
offset: Used to page results. The offset from which records should be returned.
unit: Unit of measurement. Enter `'b'` for barrels or `'t'` for tonnes or `'cbm'` for cubic metres.
columns: Determines what columns are visible in the output. Enter "all" for all columns, or any of:
`'vessel_name'`,`'imo'`,`'dwt'`,`'capacity'`,`'vessel_class'`,`'voyage_status'`,`'cargo_status'`,`'origin'`,`'origin_shipping_region'`,`'origin_region'`,
`'origin_country'`,`'origin_port'`,`'origin_terminal'`,`'destination'`,`'destination_shipping_region'`,`'destination_region'`,`'destination_country'`,`'destination_port'`,
`'destination_terminal'`,`'destination_eta'`,`'charterer'`,`'effective_controller'`,`'voyage_type'`,`'quantity'`,`'latest_product'`,`'time_charterer'`,`'flag'`,`'scrubber'`,
`'build_year'`,`'risk_rating'`,`'coating'`,`'start_date'`,`'end_date'`,`'tonne_miles'`,`'distance'`,`'voyage_id'`,`'previous_voyage_id'`,`'next_voyage_id'`,`'duration'`,`'location'`,`'waiting_time'`,`'waiting_commence'`,`'waiting_finished'`.
# Returns
`VoyagesSearchEnrichedListResult` or `VoyagesSearchEnrichedFlattenedResult`
# Example
_Voyages as of 26th April 2022 for vessels carrying crude departing from Rotterdam._
```python
>>> from vortexasdk import VoyagesSearchEnriched, Geographies
>>> from datetime import datetime
>>> rotterdam = [g.id for g in Geographies().search("rotterdam").to_list() if "port" in g.layer]
>>> start = datetime(2021, 8, 1)
>>> end = datetime(2021, 8, 1, 23, 59)
>>> search_result = VoyagesSearchEnriched().search(
... time_min=start,
... time_max=end,
... origins=rotterdam,
... columns="all",
... ).to_df().head()
```
Gives the following result:
```
| | VESSEL NAME | IMO | VESSEL CLASS | VOYAGE STATUS | ORIGIN | DESTINATION | START DATE | END DATE | LATEST PRODUCT | QUANTITY (bbl) | CHARTERER | EFFECTIVE CONTROLLER | TIME CHARTERER | BUILD YEAR | FLAG | RISK RATING | SCRUBBERS | COATING | TONNE-MILES | DURATION | DISTANCE |
|---:|:----------------|--------:|:---------------|:----------------|:-------------------------------|:------------------------|:-------------|:------------|:-----------------|-----------------:|:------------|:-----------------------|:-----------------|-------------:|:-------|:--------------|:------------|:----------|:--------------|-----------:|-----------:|
| 0 | YURIY KUCHIEV | 9804033 | Handymax / MR | Ballast | Rotterdam [NL] | Sabetta [RU] | 23 Apr 2022 | 09 May 2022 | Condensates | 0 | | Yamal LNG | | 2019 | CY | Low | | Coated | | 16 | 2931 |
| 1 | YASA SWAN | 9857248 | Handymax / MR | Ballast | Rotterdam [NL] | Corpus Christi, TX [US] | 02 Apr 2022 | 03 May 2022 | Naphtha | 0 | | Equinor | | 2019 | MH | Low | Installed | Coated | | 31 | 5775 |
| 2 | WONDER MIMOSA | 9312901 | Handysize | Laden | Rotterdam [NL] | Kalamata STS [GR] | 20 Apr 2022 | 18 May 2022 | Fuel Oil | 144496 | Gunvor | HAFNIA | | 2006 | MH | Low | | Coated | 72034459 | 28 | 3221 |
| 3 | WINE TRADER | 8808707 | Tiny tanker | Ballast | Rotterdam [NL] | Cape Town [ZA] | 17 Mar 2022 | 02 Jun 2022 | Biodiesel | 0 | | | | 1989 | PA | Low | | Coated | | 74 | 7674 |
| 4 | WHISTLER SPIRIT | 9417323 | Aframax / LR2 | Laden | Rotterdam [NL], Rotterdam [NL] | Aruba STS [NL] | 17 Apr 2022 | 09 May 2022 | Fuel Oil | 175712 | | TEEKAY | | 2010 | BS | Low | | | 470203453 | 22 | 4649 |
```
"""
api_params: Dict[str, Any] = {
"voyage_id": convert_to_list(voyage_id),
"cargo_movement_id": convert_to_list(cargo_movement_id),
"voyage_status": convert_to_list(voyage_status),
"cargo_status": convert_to_list(cargo_status),
"location_status": convert_to_list(location_status),
"commitment_status": convert_to_list(commitment_status),
"movement_status": convert_to_list(movement_status),
"products": convert_to_list(products),
"latest_products": convert_to_list(latest_products),
"charterers": convert_to_list(charterers),
"effective_controllers": convert_to_list(effective_controllers),
"origins": convert_to_list(origins),
"destinations": convert_to_list(destinations),
"locations": convert_to_list(locations),
"flags": convert_to_list(flags),
"ice_class": convert_to_list(ice_class),
"vessel_propulsion": convert_to_list(vessel_propulsion),
"vessels": convert_to_list(vessels),
"vessels_tags": convert_to_list(vessels_tags),
"vessel_risk_level": convert_to_list(vessel_risk_level),
"vessel_age_min": vessel_age_min,
"vessel_age_max": vessel_age_max,
"vessel_dwt_min": vessel_dwt_min,
"vessel_dwt_max": vessel_dwt_max,
"vessel_wait_time_min": vessel_wait_time_min,
"vessel_wait_time_max": vessel_wait_time_max,
"vessel_scrubbers": vessel_scrubbers,
"has_charterer": has_charterer,
"has_ship_to_ship": has_ship_to_ship,
"exclude_overlapping_entries": exclude_overlapping_entries,
"time_max": to_ISODate(time_max) if time_max else None,
"time_min": to_ISODate(time_min) if time_min else None,
"order_direction": order_direction,
"order": order,
"offset": offset,
"size": self._MAX_PAGE_RESULT_SIZE,
"unit": unit,
"csv_columns": columns,
"voyage_status_excluded": convert_to_list(voyage_status_excluded),
"cargo_status_excluded": convert_to_list(cargo_status_excluded),
"location_status_excluded": convert_to_list(
location_status_excluded
),
"commitment_status_excluded": convert_to_list(
commitment_status_excluded
),
"movement_status_excluded": convert_to_list(
movement_status_excluded
),
"products_excluded": convert_to_list(products_excluded),
"latest_products_excluded": convert_to_list(
latest_products_excluded
),
"charterers_excluded": convert_to_list(charterers_excluded),
"effective_controllers_excluded": convert_to_list(
effective_controllers_excluded
),
"origins_excluded": convert_to_list(origins_excluded),
"destinations_excluded": convert_to_list(destinations_excluded),
"locations_excluded": convert_to_list(locations_excluded),
"flags_excluded": convert_to_list(flags_excluded),
"ice_class_excluded": convert_to_list(ice_class_excluded),
"vessel_propulsion_excluded": convert_to_list(
vessel_propulsion_excluded
),
"vessels_excluded": convert_to_list(vessels_excluded),
"vessels_tags_excluded": convert_to_list(vessels_tags_excluded),
"vessel_risk_level_excluded": convert_to_list(
vessel_risk_level_excluded
),
}
if columns is None:
response = super().search_with_client(**api_params)
return VoyagesSearchEnrichedListResult(
records=response["data"], reference=response["reference"]
)
else:
response = super().search_with_client(
headers=self._CSV_HEADERS, **api_params
)
return VoyagesSearchEnrichedFlattenedResult(
records=response["data"], reference=response["reference"]
)