pycpshealthcare.db.ChronoNevado package

Submodules

pycpshealthcare.db.ChronoNevado.functions module

pycpshealthcare.db.ChronoNevado.functions.get_chrononevado_results_grouped(test_ids, collection, timestamp_start, timestamp_end, values, bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

pycpshealthcare.db.ChronoNevado.functions.get_chrononevado_sensor_results(test_ids, collection, timestamp_start, timestamp_end, values, time_sorted=True)

A function that generates a MongoDB query from arguments for the specified collection.

Returns:

An iterable with the database query results.

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• test_ids (list<int>) – A list of test ids to query.

• collection (pymongo.collection.Collection) – The collection of the sensor to query.

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

pycpshealthcare.db.ChronoNevado.study module

class pycpshealthcare.db.ChronoNevado.study.ChronoNevadoStudy(connection)

Bases: object

A study class. Has methods for getting the data of all the sensors and measures of the respective study. A study is defined as all the test ocurrences of a corresponding study type for all the participant.

get_cpet_environment_data(timestamp_start=None, timestamp_end=None, test_ids='all', values='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_cpet_environment_data_grouped(timestamp_start=None, timestamp_end=None, test_ids='all', values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_cpet_participant_data(timestamp_start=None, timestamp_end=None, test_ids='all', values='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_cpet_participant_data_grouped(timestamp_start=None, timestamp_end=None, test_ids='all', values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_cpet_raw_data(timestamp_start=None, timestamp_end=None, test_ids='all', values='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_cpet_raw_data_grouped(timestamp_start=None, timestamp_end=None, test_ids='all', values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_cpet_test_data(timestamp_start=None, timestamp_end=None, test_ids='all', values='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_cpet_test_data_grouped(timestamp_start=None, timestamp_end=None, test_ids='all', values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_finapres_data(timestamp_start=None, timestamp_end=None, test_ids='all', values='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_finapres_data_grouped(timestamp_start=None, timestamp_end=None, test_ids='all', values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_finapres_raw_data(timestamp_start=None, timestamp_end=None, test_ids='all', values='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_finapres_raw_data_grouped(timestamp_start=None, timestamp_end=None, test_ids='all', values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_spo2_raw_data(timestamp_start=None, timestamp_end=None, test_ids='all', values='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_spo2_raw_data_grouped(timestamp_start=None, timestamp_end=None, test_ids='all', values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

pycpshealthcare.db.ChronoNevado.study.value(self, timestamp_start=None, timestamp_end=None, test_ids='all', values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

pycpshealthcare.db.ChronoNevado.participant_study module

class pycpshealthcare.db.ChronoNevado.participant_study.ChronoNevadoStudyOcurrence(study_info, connection)

Bases: object

A study ocurrence class. Has methods for getting the data of all the sensors and measures of the respective study. An ocurrence is defined as a unit test and is related to only one participant.

get_cpet_environment_data(timestamp_start=None, timestamp_end=None, values='all', fields='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_cpet_environment_data_grouped(timestamp_start=None, timestamp_end=None, values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_cpet_participant_data(timestamp_start=None, timestamp_end=None, values='all', fields='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_cpet_participant_data_grouped(timestamp_start=None, timestamp_end=None, values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_cpet_raw_data(timestamp_start=None, timestamp_end=None, values='all', fields='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_cpet_raw_data_grouped(timestamp_start=None, timestamp_end=None, values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_cpet_test_data(timestamp_start=None, timestamp_end=None, values='all', fields='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_cpet_test_data_grouped(timestamp_start=None, timestamp_end=None, values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_finapres_data(timestamp_start=None, timestamp_end=None, values='all', fields='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_finapres_data_grouped(timestamp_start=None, timestamp_end=None, values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_finapres_raw_data(timestamp_start=None, timestamp_end=None, values='all', fields='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_finapres_raw_data_grouped(timestamp_start=None, timestamp_end=None, values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_spo2_raw_data(timestamp_start=None, timestamp_end=None, values='all', fields='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_spo2_raw_data_grouped(timestamp_start=None, timestamp_end=None, values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

class pycpshealthcare.db.ChronoNevado.participant_study.ParticipantChronoNevadoStudiesGroup(data, connection)

Bases: object

A participant studies group class. Has methods for getting the data of all the sensors and measures of the respective studies group. A participant studies group is defined as all the ocurrences of a corresponding study type for a specific participant and is related to only one participant.

get_cpet_environment_data(timestamp_start=None, timestamp_end=None, test_ids='all', values='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_cpet_environment_data_grouped(timestamp_start=None, timestamp_end=None, test_ids='all', values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_cpet_participant_data(timestamp_start=None, timestamp_end=None, test_ids='all', values='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_cpet_participant_data_grouped(timestamp_start=None, timestamp_end=None, test_ids='all', values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_cpet_raw_data(timestamp_start=None, timestamp_end=None, test_ids='all', values='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_cpet_raw_data_grouped(timestamp_start=None, timestamp_end=None, test_ids='all', values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_cpet_test_data(timestamp_start=None, timestamp_end=None, test_ids='all', values='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_cpet_test_data_grouped(timestamp_start=None, timestamp_end=None, test_ids='all', values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_finapres_data(timestamp_start=None, timestamp_end=None, test_ids='all', values='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_finapres_data_grouped(timestamp_start=None, timestamp_end=None, test_ids='all', values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_finapres_raw_data(timestamp_start=None, timestamp_end=None, test_ids='all', values='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_finapres_raw_data_grouped(timestamp_start=None, timestamp_end=None, test_ids='all', values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_spo2_raw_data(timestamp_start=None, timestamp_end=None, test_ids='all', values='all')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

get_spo2_raw_data_grouped(timestamp_start=None, timestamp_end=None, test_ids='all', values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.

get_test_instance(test_id)

pycpshealthcare.db.ChronoNevado.participant_study.value(self, timestamp_start=None, timestamp_end=None, test_ids='all', values='all', bin_size=60, bin_unit='minute')

Returns:

an iterable with the query results

Return type:

pycpshealthcare.db.results.StudyResults

Parameters:

• timestamp_start (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results from start of records.

• timestamp_end (datetime.datetime|None, optional) – Datetime start filter for query. If not specified query will bring results to end of records.

• test_ids (int|list<int>|None, optional) – The ids of the tests to be queried, defaults to “all” that brings data of all the test ids.

• values (str|list<str>|None, optional) – The names (keys) of the values of the sensors to be returned by the query, defaults to “all” that brings

• bin_size (int, optional) – The width of the mobile window, defaults to 60.

• bin_unit (str, optional) – The unit of the mobile window, defaults to minute. Options are minute, hour, day.