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How to use _get_data method in molecule

Best Python code snippet using molecule_python

metabase_source.py

Source:metabase_source.py

...39        json_body["Content-Type"] = "application/json"40        session = requests.Session()41        session.headers.update(json_body)42        return session43    def _get_data(self, endpoint, params=None, metadata=False):44        print(f"getting data from {self.url}/api/{endpoint}")45        res = self.session.get(f"{self.url}/api/{endpoint}", params=params)46        res_json = res.json()47        if isinstance(res_json, list):48            data = res_json49        else:50            if 'data' in res_json:51                data = res_json.get('data')52            else:53                data = [res_json]54        if params:55            for d in data:56                d['request_params'] = str(params)57        for row in data:58            yield row59    def _get_database_ids(self):60        databases = self._get_data('database')61        database_ids = [d['id'] for d in databases]62        return database_ids63    def _get_fields_endpoints(self):64        return [f"database/{id}/fields" for id in self._get_database_ids()]65    def _get_field_data(self):66        for p in self._get_fields_endpoints():67            data = self._get_data(p)68            for row in data:69                yield row70    def get_table_rows(self, table, params={}):71        """this function returns an interator of rows"""72        #if it's a simple call, we return the result in a list73        simple_endpoints = [dict(endpoint='util/stats', table='stats'),74                     dict(endpoint='card', table='cards'),75                     dict(endpoint='collection', table='collections'),76                     dict(endpoint='dashboard', table='dashboards'),77                     dict(endpoint='database', table='databases'),78                     dict(endpoint='metric', table='metrics'),79                     dict(endpoint='pulse', table='pulses'),80                     dict(endpoint='table', table='tables'),81                     dict(endpoint='segment', table='segments'),82                     dict(endpoint='user', table='users', params={'status': 'all'}),83                     dict(endpoint='activity', table='activity'),84                     dict(endpoint='util/logs', table='logs'),85                     ]86        if table in [e['table'] for e in simple_endpoints]:87            endpoint = [d for d in simple_endpoints if table == d['table']][0]88            data = self._get_data(endpoint.get('endpoint'), params=endpoint.get('params'))89            return data90        #for tables that need more calls, we return a generator91        if table == 'fields':92            return self._get_field_data()93    def tables(self, params={}):94        """95         A list of tables that can be passed to get_table_rows() to get an interator of rows96            Metabase publishes logs to a buffer that keeps a running window.97            depending on how many events are generated in your instance,98            you might want to schedule a read every few minutes or every few days.99            They are set to "append-only" mode, so deduplication will be done by you by your optimal cost scenario100            event_window_tables = ['activity', 'logs']101            pass them to get_endpoint_rows() to get an iterator of rows.102            These are stateful and should be replaced...

pytest_data_test.py

Source:pytest_data_test.py

1# -*- coding: utf-8 -*-2import pytest3from pytest_data import get_data, use_data4def test_only_default():5    data = _get_data({'a': 1})6    assert data == {'a': 1}7def test_module():8    data = _get_data({'a': 1, 'b': 2}, module={'b': 20, 'c': 30})9    assert data == {'a': 1, 'b': 20, 'c': 30}10def test_cls():11    data = _get_data({'a': 1, 'b': 2}, cls={'b': 20, 'c': 30})12    assert data == {'a': 1, 'b': 20, 'c': 30}13def test_function():14    data = _get_data({'a': 1, 'b': 2}, function={'b': 20, 'c': 30})15    assert data == {'a': 1, 'b': 20, 'c': 30}16def test_module_and_cls():17    data = _get_data({'a': 1, 'b': 2}, module={'b': 20, 'c': 30}, cls={'c': 300, 'd': 400})18    assert data == {'a': 1, 'b': 20, 'c': 300, 'd': 400}19def test_module_and_function():20    data = _get_data({'a': 1, 'b': 2}, module={'b': 20, 'c': 30}, function={'c': 300, 'd': 400})21    assert data == {'a': 1, 'b': 20, 'c': 300, 'd': 400}22def test_cls_and_function():23    data = _get_data({'a': 1, 'b': 2}, cls={'b': 20, 'c': 30}, function={'c': 300, 'd': 400})24    assert data == {'a': 1, 'b': 20, 'c': 300, 'd': 400}25def test_module_and_cls_and_function():26    data = _get_data({'a': 1, 'b': 2}, module={'b': 20, 'c': 30}, cls={'c': 300, 'd': 400}, function={'d': 4000, 'e': 5000})27    assert data == {'a': 1, 'b': 20, 'c': 300, 'd': 4000, 'e': 5000}28def test_list_only_default():29    data = _get_data([{'a': 1}])30    assert data == [{'a': 1}]31def test_list_mix_raises_module():32    with pytest.raises(ValueError):33        _get_data({'a': 1}, module=[{'b': 20}])34    with pytest.raises(ValueError):35        _get_data([{'a': 1}], module={'b': 20})36def test_list_mix_raises_cls():37    with pytest.raises(ValueError):38        _get_data({'a': 1}, cls=[{'b': 20}])39    with pytest.raises(ValueError):40        _get_data([{'a': 1}], cls={'b': 20})41def test_list_mix_raises_function():42    with pytest.raises(ValueError):43        _get_data({'a': 1}, function=[{'b': 20}])44    with pytest.raises(ValueError):45        _get_data([{'a': 1}], function={'b': 20})46def test_list_module():47    data = _get_data([{'a': 1, 'b': 2}], module=[{'b': 20, 'c': 30}])48    assert data == [{'a': 1, 'b': 20, 'c': 30}]49def test_list_cls():50    data = _get_data([{'a': 1, 'b': 2}], cls=[{'b': 20, 'c': 30}])51    assert data == [{'a': 1, 'b': 20, 'c': 30}]52def test_list_function():53    data = _get_data([{'a': 1, 'b': 2}], function=[{'b': 20, 'c': 30}])54    assert data == [{'a': 1, 'b': 20, 'c': 30}]55def test_list_more_values_module():56    data = _get_data([{'a': 1, 'b': 2}], module=[{'b': 20, 'c': 30}, {'b': 21, 'c': 31}])57    assert data == [{'a': 1, 'b': 20, 'c': 30}, {'a': 1, 'b': 21, 'c': 31}]58def test_list_more_values_cls():59    data = _get_data([{'a': 1, 'b': 2}], cls=[{'b': 20, 'c': 30}, {'b': 21, 'c': 31}])60    assert data == [{'a': 1, 'b': 20, 'c': 30}, {'a': 1, 'b': 21, 'c': 31}]61def test_list_more_values_function():62    data = _get_data([{'a': 1, 'b': 2}], function=[{'b': 20, 'c': 30}, {'b': 21, 'c': 31}])63    assert data == [{'a': 1, 'b': 20, 'c': 30}, {'a': 1, 'b': 21, 'c': 31}]64def test_list_more_values_module_and_cls():65    data = _get_data(66        [{'a': 1, 'b': 2}],67        module=[{'b': 20, 'c': 30}, {'b': 21, 'c': 31}],68        cls=[{'c': 300, 'd': 400}],69    )70    assert data == [71        {'a': 1, 'b': 20, 'c': 300, 'd': 400},72        {'a': 1, 'b': 21, 'c': 300, 'd': 400},73    ]74def test_list_more_values_module_and_function():75    data = _get_data(76        [{'a': 1, 'b': 2}],77        module=[{'b': 20, 'c': 30}, {'b': 21, 'c': 31}, {'b': 22, 'c': 32}],78        function=[{'c': 300, 'd': 400}, {'c': 301, 'd': 401}],79    )80    assert data == [81        {'a': 1, 'b': 20, 'c': 300, 'd': 400},82        {'a': 1, 'b': 21, 'c': 301, 'd': 401},83        {'a': 1, 'b': 22, 'c': 300, 'd': 400},84    ]85def test_list_more_values_cls_and_function():86    data = _get_data(87        [{'a': 10, 'b': 20}, {'a': 11, 'b': 21}],88        cls=[{'b': 200, 'c': 300}],89        function=[{'c': 3000, 'd': 4000}, {'c': 3001, 'd': 4001}],90    )91    assert data == [92        {'a': 10, 'b': 200, 'c': 3000, 'd': 4000},93        {'a': 11, 'b': 200, 'c': 3001, 'd': 4001},94    ]95def test_list_more_values_module_cls_and_function():96    data = _get_data(97        [{'a': 10, 'b': 20}, {'a': 11, 'b': 21}],98        module=[{'b': 200, 'c': 300}, {'b': 201, 'c': 301}, {'b': 202, 'c': 302}],99        cls=[{'c': 3000, 'd': 4000}],100        function=[{'d': 40000, 'e': 50000}, {'d': 40001, 'e': 50001}],101    )102    assert data == [103        {'a': 10, 'b': 200, 'c': 3000, 'd': 40000, 'e': 50000},104        {'a': 11, 'b': 201, 'c': 3000, 'd': 40001, 'e': 50001},105        {'a': 10, 'b': 202, 'c': 3000, 'd': 40000, 'e': 50000},106    ]107def _get_data(default, module=None, cls=None, function=None):108    class request:109        class module:110            if module:111                foo = module112        class cls:113            if cls:114                foo = cls115        class function:116            if function:117                foo = function118    return get_data(request, 'foo', default)119def test_use_data_func_stays_same():120    def test_func():121        pass...

pymetservices.py

Source:pymetservices.py

1import requests2import re3DEFAULT_BASE = 'http://metservice.com/publicData'4TOWN_SLUG_REGEX = re.compile(r'\/([\w-]+)$')5def _get_data(endpoint: str, base: str):6    try:7        resp = requests.get(base + endpoint)8        resp.raise_for_status()9        return resp.json()10    except requests.HTTPError:11        # TODO: error handling?12        return None13def _city_data(city: str, endpoint: str, base: str):14    return _get_data(endpoint.format(city), base)15def get_cities_list(base = DEFAULT_BASE):16    resp = _get_data("/webdata/towns-cities", base)17    search = resp["layout"]["search"]18    towns = {}19    for island in search:20        for region in island["items"]:21            for town in region["children"]:22                town_url = town["url"]23                towns[town["label"]] = TOWN_SLUG_REGEX.search(town_url).group(1)24    return towns25def getLocalForecast(city: str, base: str = DEFAULT_BASE):26    return _get_data(f'/localForecast{city}', base)27def getSunProtectionAlert(city: str, base: str = DEFAULT_BASE):28    return _get_data(f'/sunProtectionAlert{city}', base)29def getOneMinObs(city: str, base: str = DEFAULT_BASE):30    return _get_data(f'/oneMinObs_{city}', base)31def getHourlyObsAndForecast(city: str, base: str = DEFAULT_BASE):32    return _get_data(f'/hourlyObsAndForecast_{city}', base)33def getLocalObs(city: str, base: str = DEFAULT_BASE):34    return _get_data(f'/localObs_{city}', base)35def getTides(city: str, base: str = DEFAULT_BASE):36    return _get_data(f'/tides_{city}', base)37def getWarnings(city: str, base: str = DEFAULT_BASE):38    return _get_data(f'/warningsForRegion3_urban.{city}', base)39def getRises(city: str, base: str = DEFAULT_BASE):40    return _get_data(f'/riseSet_{city}', base)41def getPollen(city: str, base: str = DEFAULT_BASE):42    return _get_data(f'/pollen_town_{city}', base)43def getDaily(city: str, base: str = DEFAULT_BASE):...

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