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A package for interacting with PrISMa Platform APIs. PrISMa is a holistic system for numerical synthesis and assessment of Metal-Organic Frameworks and their applications, for Direct Air Capture of CO2. For more information, see: https://prisma.hw.ac.uk.

Project description

PrISMa API

Python client for the PrISMa platform APIs.

This package provides:

  • legacy v1 wrappers on the main api object
  • a larger v2 REST client on api.v2
  • local config-based API-key management
  • optional local development routing via api.update_dev_mode(True)

PrISMa is a platform for numerical synthesis and assessment of metal-organic frameworks and related carbon-capture workflows.

Installation

From PyPI

pip install prisma_api

From source

git clone https://github.com/RCCS-CaptureTeam/prisma_api.git
cd prisma_api
pip install .

Development install

git clone https://github.com/RCCS-CaptureTeam/prisma_api.git
cd prisma_api
pip install -e ".[dev]"

Requirements

  • Python 3.10+
  • Runtime dependencies are installed automatically from pyproject.toml

Authentication and configuration

The client uses an API key stored in a local config file.

First-time setup

import prisma_api

api = prisma_api.init()

On first use, the package creates a config file and prompts for an API key.

Find the config path

from prisma_api.config import locate_config

print(locate_config())

Typical locations:

  • macOS/Linux: ~/.config/prisma_api/config.yaml
  • Windows: %APPDATA%/prisma-api/prisma_api/config.yaml

Create or update the config programmatically

from prisma_api.config import create_config_file

create_config_file(api_key="YOUR_API_KEY_HERE")

Environment-variable mode

If you do not want to use the config file:

export PRISMA_API_KEY="YOUR_API_KEY_HERE"
export PRISMA_API_DEV="False"
from prisma_api.prisma_api import prisma_api

api = prisma_api(use_config_file=False)

Quick start

import prisma_api

api = prisma_api.init()

# v2 list endpoints return JSON by default in the main client
materials = api.v2.list_materials(name="ABEX")
print(materials[:2])

# switch list endpoints to pandas DataFrames if preferred
api.set_return_format("dataframe")
materials_df = api.v2.list_materials(name="ABEX")
print(materials_df.head())

Dev mode

import prisma_api

api = prisma_api.init()
api.update_dev_mode(True)
api = prisma_api.init()

flowsheet = api.v2.get_flowsheet(name="dac_min")

Disable dev mode the same way:

api.update_dev_mode(False)
api = prisma_api.init()

Return formats

All v2 list endpoints support two formats:

  • json: returns list[dict]
  • dataframe: returns pandas.DataFrame

Detail endpoints always return dict.

api.set_return_format("json")
records = api.v2.get_molecules()

api.set_return_format("dataframe")
df = api.v2.get_molecules()

Main objects

  • prisma_api.init() Returns the main client object.
  • api Legacy v1 wrappers plus configuration helpers.
  • api.v2 PrismaAPIv2 instance with the v2 REST surface.

v1 wrappers

The main client exposes these v1 methods:

  • get_mofs(payload={})
  • get_carbon_isotherms(payload={})
  • get_carbon_data_nested(payload={}, safe_names=False)
  • get_materials_data(payload={}, separate_experimental=True)
  • update_adsorption_singlepoint(df)
  • update_heat_capacity_all_tidy(df)
  • update_isotherm_h2(df)
  • update_mofchecker(df)
  • update_zeopp_metrics(df)

Configuration helpers on the main client:

  • set_return_format(fmt)
  • update_dev_mode(dev)

Module-level helpers exported from the package:

  • prisma_api.init
  • prisma_api.PrismaAPIv2
  • prisma_api.update_dev_mode
  • prisma_api.update_dev_host_port
  • prisma_api.locate_config

v2 wrapper list

All methods below are available on api.v2.

Health and flowsheets

  • health()
  • get_flowsheet(name="dac_min")

Materials and bundles

  • list_materials(name=None, limit=10000)
  • get_material(material_id)
  • get_materials_psdi(name=None, limit=500, offset=0)
  • get_material_psdi(material_id)
  • get_material_property_bundle(mof, sim_or_exp=None, good_structure=None, limit=500, offset=0, query=None)
  • preflight_material_check(name)

Case bundles and pack builders

  • get_cases_bundle(name=None, source=None, sink=None, region=None, limit_cases=100, limit_props=2000)
  • build_case_spec(case_id)
  • build_scenario_spec(scenario_id)
  • build_case_pack(case_id, scenario_id=None)
  • list_case_packs(source=None, sink=None, region=None, study=None, include_scenarios=False, limit=100, offset=0)

Catalog and reference data

  • get_molecules(name=None, limit=500, offset=0)
  • get_molecule(molecule_id)
  • get_elements(symbol=None, name=None, limit=500, offset=0)
  • get_element(element_id)
  • get_regions(code=None, name=None, limit=500, offset=0)
  • get_region(region_id)
  • get_sources(name=None, limit=500, offset=0)
  • get_source(source_id)
  • get_sinks(name=None, limit=500, offset=0)
  • get_sink(sink_id)
  • get_transport_scenarios(name=None, limit=500, offset=0)
  • get_transport_scenario(ts_id)
  • get_utilities(name=None, limit=500, offset=0)
  • get_utility(utility_id)
  • get_references(name=None, doi=None, limit=500, offset=0)
  • get_reference(ref_id)
  • get_transports(name=None, limit=500, offset=0)
  • get_transport(transport_id)
  • get_subsystems(name=None, type=None, limit=500, offset=0)
  • get_subsystem(subsystem_id)
  • get_properties(name=None, domain=None, category=None, object_id=None, limit=500, offset=0)
  • get_property(property_id)
  • get_equipment(name=None, group=None, limit=500, offset=0)
  • get_equipment_item(equipment_id)
  • get_equipment_costs(equipment_id=None, limit=500, offset=0)
  • get_equipment_cost(cost_id)
  • get_equipment_designs(equipment_id=None, key=None, limit=500, offset=0)
  • get_equipment_design(design_id)
  • get_process_conditions(name=None, type=None, limit=500, offset=0)
  • get_process_condition(condition_id)
  • get_process_configurations(name=None, type=None, limit=500, offset=0)
  • get_process_configuration(config_id)
  • get_contactor_configurations(name=None, type=None, limit=500, offset=0)
  • get_contactor_configuration(config_id)
  • get_cost_indices(year=None, limit=500, offset=0)
  • get_cost_index(index_id)
  • get_constants(param=None, limit=500, offset=0)
  • get_constant(constant_id)
  • get_mea_baselines(name=None, limit=500, offset=0)
  • get_mea_baseline(mea_id)
  • get_mea_kpis(name=None, category=None, limit=500, offset=0)
  • get_mea_kpi(kpi_id)

Science data

  • get_isotherm(mof=None, molecule=None, temperature_min=None, temperature_max=None, sim_or_exp=None, good_structure=None, limit=500, offset=0)
  • get_water_kpis(mof=None, molecule=None, source=None, sim_or_exp=None, good_structure=None, limit=500, offset=0)
  • get_carbon_zeopp(mof=None, good_structure=None, limit=500, offset=0)
  • get_carbon_zeopp_item(item_id)
  • get_carbon_zeopp_experimental(mof=None, limit=500, offset=0)
  • get_carbon_zeopp_experimental_item(item_id)

TEA, LCA, cases, and scenarios

  • get_output_kpis(scenario_id=None, mof=None, good_structure=None, limit=500, offset=0)
  • get_output_kpi(kpi_id)
  • upsert_output_kpis(df)
  • get_region_costs(region=None, name=None, year=None, limit=500, offset=0)
  • get_region_cost(rc_id)
  • upsert_region_costs(df)
  • get_ambient_parameters(name=None, limit=500, offset=0)
  • get_ambient_parameter(ap_id)
  • upsert_ambient_parameters(df)
  • get_cases(source=None, sink=None, region=None, study=None, limit=500, offset=0)
  • get_case(case_id)
  • get_scenarios(case_id=None, name=None, type=None, limit=500, offset=0)
  • get_scenario(scenario_id)
  • get_screening_summaries(scenario_id=None, limit=500, offset=0)
  • get_screening_summary(summary_id)

Examples

Materials

import prisma_api

api = prisma_api.init()

materials = api.v2.list_materials(name="ABEX")
first = materials[0]
detail = api.v2.get_material(first["id"])

PSDI detail

psdi = api.v2.get_materials_psdi(name="Lewatit")
first_psdi = psdi[0]
record = api.v2.get_material_psdi(first_psdi["id"])

Flowsheet retrieval

flowsheet = api.v2.get_flowsheet(name="dac_min")
print(flowsheet["template_id"])

Advanced property-bundle query

get_material_property_bundle supports a generic query dictionary for more complex endpoint-specific filtering.

Supported keys are:

  • common
  • materials
  • isotherms
  • zeopp_simulated
  • zeopp_experimental
  • water_kpis

Merge precedence is:

  • defaults
  • common
  • endpoint-specific filters
bundle = api.v2.get_material_property_bundle(
        "HKUST",
        good_structure=True,
        query={
                "common": {"limit": 50},
                "materials": {"limit": 20},
                "isotherms": {
                        "molecule": "CO2",
                        "temperature_min": 273,
                        "temperature_max": 350,
                },
                "water_kpis": {"source": "DAC"},
        },
)

print(bundle.keys())

Cases and scenarios

cases = api.v2.get_cases(region="GB", limit=10)
case_id = cases[0]["id"]

case_detail = api.v2.get_case(case_id)
scenario_list = api.v2.get_scenarios(case_id=case_id)
case_pack = api.v2.build_case_pack(case_id)

Testing

Run the test suite with:

pytest tests/ -v --cov=prisma_api --cov-report=term-missing

Additional documentation

Notes

  • Production v2 base URL: https://prisma-platform.org/api/v2
  • Authentication header: X-API-Key
  • Local development routing is controlled through config and api.update_dev_mode(True)

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