Dataset_Schema

a class based approach for interacting with Domo Datasets

token_auth = dmda.DomoTokenAuth(
    domo_instance=os.environ["DOMO_INSTANCE"],
    domo_access_token=os.environ["DOMO_ACCESS_TOKEN"],
)

await token_auth.who_am_i()

datasets = (
    await datacenter_routes.search_datacenter(
        auth=token_auth,
        entity_type=datacenter_routes.Datacenter_Enum.DATASET.value,
        # maximum = 25
    )
).response

parent = next(
    (
        dataset
        for dataset in datasets
        if dataset["rowCount"] != 0 
        # and dataset["ownedById"] == token_auth.user_id
    )
)
parent
dataset_id = parent['databaseId']
dataset_id

'3871a3b8-ee9e-48ab-afde-cf04ded03e6a'

Component Classes

DatasetSchema

The DomoDataset_Schema class will be a subclass of DomoDataset. It will handle all of the methods for interacting with schemas.

• In execution, the schema is separate from the data that gets uploaded from Vault to Adrenaline. The domo schema defines how the data is loaded into Vault.
• Be cognizant to match dataset uploads with schema definitions. If the schema and uploaded data types do not match, the dataset may be unable to index in Adrenaline (and therefore not update).

---

source

DomoDataset_Schema_Column

 DomoDataset_Schema_Column (name:str, id:str,
                            type:__main__.DatasetSchema_Types,
                            order:int=0, visible:bool=True,
                            upsert_key:bool=False)

---

source

DatasetSchema_Types

 DatasetSchema_Types (value, names=None, module=None, qualname=None,
                      type=None, start=1)

An enumeration.

DomoDataset_Schema

---

source

DomoDataset_Schema

 DomoDataset_Schema (auth:domolibrary.client.DomoAuth.DomoAuth,
                     dataset_id:str, parent:Any=None, columns:List[__main_
                     _.DomoDataset_Schema_Column]=<factory>)

class for interacting with dataset schemas

Sample implementation of getting a dataset schema

Standard implementation will be to access the DomoDataset_Schema class as the DomoDataset.schema property

---

source

DatasetSchema_InvalidSchema

 DatasetSchema_InvalidSchema (domo_instance, dataset_id, missing_columns,
                              dataset_name=None, message=None)

base exception

ds_schema = DomoDataset_Schema(auth=token_auth, dataset_id=dataset_id)


(await ds_schema.get())[0:5]

[DomoDataset_Schema_Column(name='patient_id', id='patient_id', type='STRING', order=0, visible=True, upsert_key=False),
 DomoDataset_Schema_Column(name='claim_id', id='claim_id', type='LONG', order=0, visible=True, upsert_key=False),
 DomoDataset_Schema_Column(name='claim_segment', id='claim_segment', type='LONG', order=0, visible=True, upsert_key=False),
 DomoDataset_Schema_Column(name='service_start_date', id='service_start_date', type='STRING', order=0, visible=True, upsert_key=False),
 DomoDataset_Schema_Column(name='service_end_date', id='service_end_date', type='STRING', order=0, visible=True, upsert_key=False)]

test_df = pd.DataFrame(columns=["A", "B", "C"])

try:
    print(await ds_schema._test_missing_columns(
        auth=token_auth, dataset_id=dataset_id, df=test_df
    ))

except DatasetSchema_InvalidSchema as e:
    print(e)

🛑  DatasetSchema_InvalidSchema 🛑 - function: 3871a3b8-ee9e-48ab-afde-cf04ded03e6a is missing columns A, B, C at domo-community

ds_schema.to_dict()

{'columns': [{'name': 'patient_id',
   'id': 'patient_id',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'claim_id',
   'id': 'claim_id',
   'type': 'LONG',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'claim_segment',
   'id': 'claim_segment',
   'type': 'LONG',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'service_start_date',
   'id': 'service_start_date',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'service_end_date',
   'id': 'service_end_date',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'admission_date',
   'id': 'admission_date',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'discharge_date',
   'id': 'discharge_date',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'length_of_stay',
   'id': 'length_of_stay',
   'type': 'LONG',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'utilization_day_count',
   'id': 'utilization_day_count',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'provider_number',
   'id': 'provider_number',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'attending_physician_npi',
   'id': 'attending_physician_npi',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'operating_physician_npi',
   'id': 'operating_physician_npi',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'other_physician_npi',
   'id': 'other_physician_npi',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'claim_payment_amount',
   'id': 'claim_payment_amount',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'primary_payer_amount',
   'id': 'primary_payer_amount',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'pass_through_per_diem',
   'id': 'pass_through_per_diem',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'deductible_amount',
   'id': 'deductible_amount',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'coinsurance_amount',
   'id': 'coinsurance_amount',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'blood_deductible_amount',
   'id': 'blood_deductible_amount',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'total_patient_responsibility',
   'id': 'total_patient_responsibility',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'admitting_diagnosis',
   'id': 'admitting_diagnosis',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'drg_code',
   'id': 'drg_code',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'primary_diagnosis',
   'id': 'primary_diagnosis',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'primary_procedure',
   'id': 'primary_procedure',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'diagnosis_count',
   'id': 'diagnosis_count',
   'type': 'LONG',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'procedure_count',
   'id': 'procedure_count',
   'type': 'LONG',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'claim_complexity_score',
   'id': 'claim_complexity_score',
   'type': 'LONG',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'DESYNPUF_ID',
   'id': 'DESYNPUF_ID',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'CLM_ID',
   'id': 'CLM_ID',
   'type': 'LONG',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'SEGMENT',
   'id': 'SEGMENT',
   'type': 'LONG',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'CLM_FROM_DT',
   'id': 'CLM_FROM_DT',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'CLM_THRU_DT',
   'id': 'CLM_THRU_DT',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'PRVDR_NUM',
   'id': 'PRVDR_NUM',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'CLM_PMT_AMT',
   'id': 'CLM_PMT_AMT',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'NCH_PRMRY_PYR_CLM_PD_AMT',
   'id': 'NCH_PRMRY_PYR_CLM_PD_AMT',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'AT_PHYSN_NPI',
   'id': 'AT_PHYSN_NPI',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'OP_PHYSN_NPI',
   'id': 'OP_PHYSN_NPI',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'OT_PHYSN_NPI',
   'id': 'OT_PHYSN_NPI',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'CLM_ADMSN_DT',
   'id': 'CLM_ADMSN_DT',
   'type': 'LONG',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'ADMTNG_ICD9_DGNS_CD',
   'id': 'ADMTNG_ICD9_DGNS_CD',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'CLM_PASS_THRU_PER_DIEM_AMT',
   'id': 'CLM_PASS_THRU_PER_DIEM_AMT',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'NCH_BENE_IP_DDCTBL_AMT',
   'id': 'NCH_BENE_IP_DDCTBL_AMT',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'NCH_BENE_PTA_COINSRNC_LBLTY_AM',
   'id': 'NCH_BENE_PTA_COINSRNC_LBLTY_AM',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'NCH_BENE_BLOOD_DDCTBL_LBLTY_AM',
   'id': 'NCH_BENE_BLOOD_DDCTBL_LBLTY_AM',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'CLM_UTLZTN_DAY_CNT',
   'id': 'CLM_UTLZTN_DAY_CNT',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'NCH_BENE_DSCHRG_DT',
   'id': 'NCH_BENE_DSCHRG_DT',
   'type': 'LONG',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'CLM_DRG_CD',
   'id': 'CLM_DRG_CD',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'ICD9_DGNS_CD_1',
   'id': 'ICD9_DGNS_CD_1',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'ICD9_DGNS_CD_2',
   'id': 'ICD9_DGNS_CD_2',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'ICD9_DGNS_CD_3',
   'id': 'ICD9_DGNS_CD_3',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'ICD9_DGNS_CD_4',
   'id': 'ICD9_DGNS_CD_4',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'ICD9_DGNS_CD_5',
   'id': 'ICD9_DGNS_CD_5',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'ICD9_DGNS_CD_6',
   'id': 'ICD9_DGNS_CD_6',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'ICD9_DGNS_CD_7',
   'id': 'ICD9_DGNS_CD_7',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'ICD9_DGNS_CD_8',
   'id': 'ICD9_DGNS_CD_8',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'ICD9_DGNS_CD_9',
   'id': 'ICD9_DGNS_CD_9',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'ICD9_DGNS_CD_10',
   'id': 'ICD9_DGNS_CD_10',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'ICD9_PRCDR_CD_1',
   'id': 'ICD9_PRCDR_CD_1',
   'type': 'DOUBLE',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'ICD9_PRCDR_CD_2',
   'id': 'ICD9_PRCDR_CD_2',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'ICD9_PRCDR_CD_3',
   'id': 'ICD9_PRCDR_CD_3',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'ICD9_PRCDR_CD_4',
   'id': 'ICD9_PRCDR_CD_4',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'ICD9_PRCDR_CD_5',
   'id': 'ICD9_PRCDR_CD_5',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'ICD9_PRCDR_CD_6',
   'id': 'ICD9_PRCDR_CD_6',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_1',
   'id': 'HCPCS_CD_1',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_2',
   'id': 'HCPCS_CD_2',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_3',
   'id': 'HCPCS_CD_3',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_4',
   'id': 'HCPCS_CD_4',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_5',
   'id': 'HCPCS_CD_5',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_6',
   'id': 'HCPCS_CD_6',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_7',
   'id': 'HCPCS_CD_7',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_8',
   'id': 'HCPCS_CD_8',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_9',
   'id': 'HCPCS_CD_9',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_10',
   'id': 'HCPCS_CD_10',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_11',
   'id': 'HCPCS_CD_11',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_12',
   'id': 'HCPCS_CD_12',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_13',
   'id': 'HCPCS_CD_13',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_14',
   'id': 'HCPCS_CD_14',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_15',
   'id': 'HCPCS_CD_15',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_16',
   'id': 'HCPCS_CD_16',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_17',
   'id': 'HCPCS_CD_17',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_18',
   'id': 'HCPCS_CD_18',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_19',
   'id': 'HCPCS_CD_19',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_20',
   'id': 'HCPCS_CD_20',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_21',
   'id': 'HCPCS_CD_21',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_22',
   'id': 'HCPCS_CD_22',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_23',
   'id': 'HCPCS_CD_23',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_24',
   'id': 'HCPCS_CD_24',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_25',
   'id': 'HCPCS_CD_25',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_26',
   'id': 'HCPCS_CD_26',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_27',
   'id': 'HCPCS_CD_27',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_28',
   'id': 'HCPCS_CD_28',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_29',
   'id': 'HCPCS_CD_29',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_30',
   'id': 'HCPCS_CD_30',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_31',
   'id': 'HCPCS_CD_31',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_32',
   'id': 'HCPCS_CD_32',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_33',
   'id': 'HCPCS_CD_33',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_34',
   'id': 'HCPCS_CD_34',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_35',
   'id': 'HCPCS_CD_35',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_36',
   'id': 'HCPCS_CD_36',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_37',
   'id': 'HCPCS_CD_37',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_38',
   'id': 'HCPCS_CD_38',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_39',
   'id': 'HCPCS_CD_39',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_40',
   'id': 'HCPCS_CD_40',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_41',
   'id': 'HCPCS_CD_41',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_42',
   'id': 'HCPCS_CD_42',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_43',
   'id': 'HCPCS_CD_43',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_44',
   'id': 'HCPCS_CD_44',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False},
  {'name': 'HCPCS_CD_45',
   'id': 'HCPCS_CD_45',
   'type': 'STRING',
   'order': 0,
   'visible': True,
   'upsertKey': False}]}

old_col = ds_schema.columns[-1]
print(old_col.name)

ds_schema.remove_col(old_col, debug_prn=True)[0:5]

HCPCS_CD_45

[DomoDataset_Schema_Column(name='patient_id', id='patient_id', type='STRING', order=0, visible=True, upsert_key=False),
 DomoDataset_Schema_Column(name='claim_id', id='claim_id', type='LONG', order=0, visible=True, upsert_key=False),
 DomoDataset_Schema_Column(name='claim_segment', id='claim_segment', type='LONG', order=0, visible=True, upsert_key=False),
 DomoDataset_Schema_Column(name='service_start_date', id='service_start_date', type='STRING', order=0, visible=True, upsert_key=False),
 DomoDataset_Schema_Column(name='service_end_date', id='service_end_date', type='STRING', order=0, visible=True, upsert_key=False)]

print(await ds_schema.alter_schema(
    auth=token_auth, dataset_id=dataset_id, return_raw=False
))


await ds_schema.alter_schema_descriptions(
    auth=token_auth, dataset_id=dataset_id, return_raw=False
)

ResponseGetData(status=200, response={'schemaId': 2}, is_success=True, parent_class=None)

ResponseGetData(status=200, response={'columns': [{'name': 'patient_id', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'claim_id', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'LONG', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'claim_segment', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'LONG', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'service_start_date', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'service_end_date', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'admission_date', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'discharge_date', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'length_of_stay', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'LONG', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'utilization_day_count', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'provider_number', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'attending_physician_npi', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'operating_physician_npi', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'other_physician_npi', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'claim_payment_amount', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'primary_payer_amount', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'pass_through_per_diem', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'deductible_amount', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'coinsurance_amount', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'blood_deductible_amount', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'total_patient_responsibility', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'admitting_diagnosis', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'drg_code', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'primary_diagnosis', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'primary_procedure', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'diagnosis_count', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'LONG', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'procedure_count', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'LONG', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'claim_complexity_score', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'LONG', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'DESYNPUF_ID', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'CLM_ID', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'LONG', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'SEGMENT', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'LONG', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'CLM_FROM_DT', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'CLM_THRU_DT', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'PRVDR_NUM', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'CLM_PMT_AMT', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'NCH_PRMRY_PYR_CLM_PD_AMT', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'AT_PHYSN_NPI', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'OP_PHYSN_NPI', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'OT_PHYSN_NPI', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'CLM_ADMSN_DT', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'LONG', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'ADMTNG_ICD9_DGNS_CD', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'CLM_PASS_THRU_PER_DIEM_AMT', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'NCH_BENE_IP_DDCTBL_AMT', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'NCH_BENE_PTA_COINSRNC_LBLTY_AM', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'NCH_BENE_BLOOD_DDCTBL_LBLTY_AM', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'CLM_UTLZTN_DAY_CNT', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'NCH_BENE_DSCHRG_DT', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'LONG', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'CLM_DRG_CD', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'ICD9_DGNS_CD_1', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'ICD9_DGNS_CD_2', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'ICD9_DGNS_CD_3', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'ICD9_DGNS_CD_4', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'ICD9_DGNS_CD_5', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'ICD9_DGNS_CD_6', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'ICD9_DGNS_CD_7', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'ICD9_DGNS_CD_8', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'ICD9_DGNS_CD_9', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'ICD9_DGNS_CD_10', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'ICD9_PRCDR_CD_1', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'DOUBLE', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'ICD9_PRCDR_CD_2', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'ICD9_PRCDR_CD_3', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'ICD9_PRCDR_CD_4', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'ICD9_PRCDR_CD_5', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'ICD9_PRCDR_CD_6', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_1', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_2', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_3', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_4', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_5', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_6', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_7', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_8', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_9', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_10', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_11', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_12', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_13', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_14', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_15', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_16', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_17', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_18', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_19', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_20', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_21', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_22', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_23', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_24', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_25', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_26', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_27', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_28', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_29', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_30', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_31', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_32', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_33', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_34', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_35', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_36', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_37', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_38', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_39', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_40', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_41', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_42', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_43', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}, {'name': 'HCPCS_CD_44', 'newName': None, 'description': '', 'tags': None, 'visible': True, 'remove': False, 'type': 'STRING', 'formula': None, 'calculatedExpr': None, 'calculated': False, 'order': 0}]}, is_success=True, parent_class=None)