Page Comparison

>>> client.get_pipelets()
{u'pipelets': [{u'id': u'tenant01/textrazor',
                u'name': u'textrazor'}]}

>>> client.delete_pipelet('textrazor')

>>> client.get_version()
{
    "version": "2.4.5",
    "build": "2874"
    "components": [2, 4, 5]
}

>>> client.get_encrypted_query(
        '2aEVClLRRA-vCCIvnuEAvQ',
        query='test_query')
{u'encrypted_query': 'YR4h147YAldsARmTmIrOcJqpuntiJULXPV3ZrX_'
'blVWvbCavvESTw4Jis6sTgGC9a1LhrLd9Nq-77CNX2eeieMEDnPFPRqlPGO8V'
'e2rlwuKuVQJGQx3-F_-eFqF-CE-uoA6yoXoPyYqh71syalWFfc-tuvp0a7c6e'
'eKAO6hoxwNbZlb9y9pha0X084JdI-_l6hew9XKZTXLjT95Pt42vmoU_t6vh_w1'
'hXdgUZMYe81LyudvhoVZ6zr2tzuvZuMoYtP8iMcVL_Z0XlEBAaMWAyM5hk_tAG'
'7AbqGejZfUrDN3TJqdrmHUeeknpxpMp8nLTnbFMuHVwnj2hSmoxD-2r7BYbolJ'
'iRFZuTqrpVi0='}

data = {
    "input_features": {
        "Job": ["Head of Sales", "Head of Marketing"],
        "City": ["Zurich", "London"],
        "Salary": [{
            "gte": 80000,
            "lte": 120000
        }]
    },
    "filter_query": "$item_created_at>=2018-03-20T00:00:00",
    "target_feature": "Person_Id",
    "return_features": ["Name"],
    "ml_workflow_id": None
}

>>> client.recommend_facets(
...     project_id='2aEVClLRRA-vCCIvnuEAvQ',
...     method='conprob', data=data, count=3)

response = {
    "count": 3,
    "time_ms": 79,
    "params": {...},
    "total": 989,
    "method": {
        "last_updated": null,
        "name": "conprob",
        "ml_workflow_id": null
    },
    "recommendations": [{
        "target_feature": "Person_Id",
        "score": 1.0,
        "explanation": {
            "query": "City:"Zurich" AND Job:"Head of Sales"
            AND (Salary>=80000 AND Salary<=100000)
            AND $item_created_at>="2018-03-20T00:00:00"
            AND Name:"Amber Duncan"",
            "doc_count": 1,
            "features": [
                {
                    "score": 0.7713846764962218,
                    "feature": "City",
                    "value": "Zurich"
                },
                {
                    "score": 0.7461064995415513,
                    "feature": "Job",
                    "value": "Head of Sales"
                },
                {
                    "score": 0.7289157048296231,
                    "feature": "Salary",
                    "value": {
                        "gte": 80000,
                        "lte": 100000
                    }
                }
            ],
            "num_matching_features": 3,
            "num_hits": 1
        },
        "return_features": {
            "Name": "Amber Duncan"
        },
        "target_value": "1234"},
        ...
    ]
}

data = {
    "input_features": {
        "Job": ["Head of Sales", "Head of Marketing"],
        "City": ["Zurich", "London"],
        "Salary": [{
            "gte": 80000,
            "lte": 120000
        }]
    },
    "filter_query": "$item_created_at>=2018-03-20T00:00:00",
    "target_feature": "Person_Id",
    "target_value": "Squirro",
    "filter_features": {
        "Job": ["Head of Sales"]
    },
    "ml_workflow_id": None
}

>>> client.recommend_facets_explore(
...     project_id='2aEVClLRRA-vCCIvnuEAvQ',
...     method='conprob', data=data, count=10)

data = {
    "input_features": {
        "job": ["Head of Sales", "Head of Marketing"],
        "city": ["Zurich", "London"],
        "salary": [{
            "gte": 80000,
            "lte": 120000
        }]
    },
    "filter_query": "$item_created_at>=2018-03-20T00:00:00",
    "target_feature": "person_id",
    "return_features": ["name"],
    "ml_workflow_id": None,
    "entity_type": "career"
}

>>> client.recommend_entities(
...     project_id='2aEVClLRRA-vCCIvnuEAvQ',
...     method='conprob', data=data, count=3)

response = {
    "count": 3,
    "time_ms": 79,
    "params": {...},
    "total": 989,
    "method": {
        "last_updated": null,
        "name": "conprob",
        "ml_workflow_id": null
    },
    "recommendations": [{
        "target_feature": "person_id",
        "score": 1.0,
        "explanation": {
            "query": "entity:{city:"Zurich" AND job:"Head of
            sales" AND (salary>=80000 AND salary<=100000)}
            AND $item_created_at>="2018-03-20T00:00:00"
            AND entity:{name:"Amber Duncan"}",
            "doc_count": 1,
            "features": [
                {
                    "score": 0.7713846764962218,
                    "feature": "city",
                    "value": "Zurich"
                },
                {
                    "score": 0.7461064995415513,
                    "feature": "job",
                    "value": "Head of Sales"
                },
                {
                    "score": 0.7289157048296231,
                    "feature": "salary",
                    "value": {
                        "gte": 80000,
                        "lte": 100000
                    }
                }
            ],
            "num_matching_features": 3,
            "num_hits": 1
        },
        "return_features": {
            "name": "Amber Duncan"
        },
        "target_value": "person_1234"},
        ...
    ]
}

data = {
    "input_features": {
        "job": ["Head of Sales", "Head of Marketing"],
        "city": ["Zurich", "London"],
        "salary": [{
            "gte": 80000,
            "lte": 120000
        }]
    },
    "filter_query": "$item_created_at>=2018-03-20T00:00:00",
    "target_feature": "person_id",
    "target_value": "a_squirro_employee",
    "filter_features": {
        "job": ["Head of Sales"]
    },
    "ml_workflow_id": None,
    "entity_type": "career"
}

>>> client.recommend_entities_explore(
...     project_id='2aEVClLRRA-vCCIvnuEAvQ',
...     method='conprob', data=data, count=10)

>>> client.get_items('2aEVClLRRA-vCCIvnuEAvQ', count=1)
{u'count': 1,
 u'eof': False,
 u'items': [{u'created_at': u'2012-10-06T08:27:58',
             u'id': u'haG6fhr9RLCm7ZKz1Meouw',
             u'link': u'https://www.youtube.com/...',
             u'read': True,
             u'item_score': 0.5,
             u'score': 0.56,
             u'sources': [{u'id': u'oMNOQ-3rQo21q3UmaiaLHw',
                           u'link': u'https://gdata.youtube...',
                           u'provider': u'feed',
                           u'title': u'Uploads by mymemonic'},
                          {u'id': u'H4nd0CasQQe_PMNDM0DnNA',
                           u'link': None,
                           u'provider': u'savedsearch',
                           u'title': u'Squirro Alerts for "mmonic"'
                          }],
             u'starred': False,
             u'thumbler_url': u'[long url]...jpg',
             u'title': u'Web Clipping - made easy with Memonic',
             u'objects': [],
             u'webshot_height': 360,
             u'webshot_url': u'http://webshot.trunk....jpg',
             u'webshot_width': 480}],
 u'now': u'2012-10-11T14:39:54'}

>>> client.get_item(
...     '2aEVClLRRA-vCCIvnuEAvQ', 'haG6fhr9RLCm7ZKz1Meouw')
{u'item': {u'created_at': u'2012-10-06T08:27:58',
           u'id': u'haG6fhr9RLCm7ZKz1Meouw',
           u'link': u'https://www.youtube.com/watch?v=Zzvhu42dWAc',
           u'read': True,
           u'item_score': 0.5,
           u'score': 0.56,
           u'sources': [{u'id': u'oMNOQ-3rQo21q3UmaiaLHw',
                         u'link': u'https://gdata.youtube.com/...',
                         u'provider': u'feed',
                         u'title': u'Uploads by mymemonic'},
                        {u'id': u'H4nd0CasQQe_PMNDM0DnNA',
                         u'link': None,
                         u'provider': u'savedsearch',
                         u'title': u'Squirro Alerts for "memonic"'}
                       ],
           u'starred': False,
           u'thumbler_url': u'[long url]...jpg',
           u'title': u'Web Clipping - made easy with Memonic',
           u'objects': [],
           u'webshot_height': 360,
           u'webshot_url': u'http://webshot.trunk....jpg',
           u'webshot_width': 480}}

>>> client.modify_item(
...     '2aEVClLRRA-vCCIvnuEAvQ', 'haG6fhr9RLCm7ZKz1Meouw',
...     star=True,
...     read=False,
...     entities=[],
...     keywords={'Canton': ['Zurich'], 'Topic': None,
...               'sports': [{'hockey', 0.9}, {'baseball', 0.1}]

>>> client.modify_items(
...     '2aEVClLRRA-vCCIvnuEAvQ', [
...     {
...         'id': 'haG6fhr9RLCm7ZKz1Meouw',
...         'star': True,
...         'read': False,
...         'keywords': {'Canton': ['Berne'], 'Topic': None,
...                      'sports': [{'hockey': 0.3},
...                                 {'baseball': 0.5}]
...     },
...     {
...         'id': 'masnnawefna9MMf3lk',
...         'star': False,
...         'read': True,
...         'keywords': {'Canton': ['Zurich'], 'Topic': None,
...                      'sports': [{'hockey': 0.9},
...                                 {'baseball': 0.1}]
...     }],
...     batch_size=1000
... )

>>> client.delete_item(
...     '2aEVClLRRA-vCCIvnuEAvQ', 'haG6fhr9RLCm7ZKz1Meouw',
...     object_ids=['object01'])

>>> client.get_typeahead_suggestions(
        project_id='Sz7LLLbyTzy_SddblwIxaA',
        'searchbar_query='Country:India c',
        'cursor_pos'=15)

    {u'suggestions': [{
        u'type': u'facetvalue', u'key': u'Country:India
        City:Calcutta', u'value': u'city:Calcutta', 'score': 12,
        'cursor_pos': 26, 'group': 'country'},

        {u'type': u'facetvalue', u'key': u'Country:India
        Name:Caesar', u'value': u'name:Caesar', 'score': 8,
        'cursor_pos': 24, 'group': 'country'},

        {u'type': u'facetname', u'key': u'Country:India city:',
        u'value': u'City', 'score': 6, 'cursor_pos': 19, 'group':
        'Fields'}]}

>>> client.get_preview('feed', {'url': ''})
{u'count': 2,
 u'items': [{u'created_at': u'2012-10-01T20:12:07',
             u'id': u'F7EENNQeTz2z7O7htPACgw',
             u'link': u'http://blog.squirro.com/post/32680369129/',
             u'read': False,
             u'item_score': 0,
             u'score': 0,
             u'starred': False,
             u'thumbler_url': u'[long url ...]/...jpg',
             u'title': u'Swisscom features our sister product',
             u'webshot_height': 237,
             u'webshot_url': u'http://webshot.trunk...',
             u'webshot_width': 600},
            {u'created_at': u'2012-09-25T08:09:24',
             u'id': u'Nrj308UNTEixra3qTYLn7w',
             u'link': u'http://blog.squirro.com/post/32253089480/',
             u'read': False,
             u'item_score': 0,
             u'score': 0,
             u'starred': False,
             u'thumbler_url': u'[long url ...]/...jpg',
             u'title': u'247 million emails are sent every day...',
             u'webshot_height': 360,
             u'webshot_url': u'http://webshot.trunk...',
             u'webshot_width': 480}]}

>>> client.assert_permissions('2aEVClLRRA-vCCIvnuEAvQ', user_permissions='admin')

>>> client.assert_permissions('2aEVClLRRA-vCCIvnuEAvQ', project_permissions=['items.read', 'project.read'])

>>> client.delete_contributing_content_record(
...     'user', 'bgFtu5rkR1STpx1xR2u1UQ', 'default',
...     'M2uyX6aUQVG2J2zcblSFHg')
{}

>>> data = {'lang': 'en', 'text': 'updated english content'}
>>> client.update_fingerprint_from_content(
...     'user', 'bgFtu5rkR1STpx1xR2u1UQ', 'default',
...     'M2uyX6aUQVG2J2zcblSFHg', data,
...     created_at='2013-07-01T14:08:23')
{}

>>> client.delete_contributing_items_record(
...     'user', 'bgFtu5rkR1STpx1xR2u1UQ', 'default',
...     '0L5jwLdfTJWRcTFMtBzhGg')
{}

>>> client.get_dashboards('2aEVClLRRA-vCCIvnuEAvQ')
[{u'id': u'G0Tm2SQcTqu2d4GvfyrsMg',
  u'search': {u'query': u'Test'},
  u'title': u'Test',
  u'type': u'dashboard',
  u'widgets': [{u'col': 1,
                u'id': 1,
                u'row': 1,
                u'size_x': 1,
                u'size_y': 1,
                u'title': u'Search Results',
                u'type': u'Search'}]}]

>>> client.get_dashboard('2aEVClLRRA-vCCIvnuEAvQ',
...                      'G0Tm2SQcTqu2d4GvfyrsMg')
{u'id': u'G0Tm2SQcTqu2d4GvfyrsMg',
 u'search': {u'query': u'Test'},
 u'title': u'Test',
 u'type': u'dashboard',
 u'theme_id': u'G0Tm2SQcTqu2d4GvfyrsMg',
 u'widgets': [{u'col': 1,
               u'id': 1,
               u'row': 1,
               u'size_x': 1,
               u'size_y': 1,
               u'title': u'Search Results',
               u'type': u'Search'}]}

>>> client.new_dashboard('2aEVClLRRA-vCCIvnuEAvQ', title='Sample')
    {u'column_count': 16,
     u'hide_title': False,
     u'id': u'8N38s1XsTAKE39TFC4kTkg',
     u'reset_placement': u'right',
     u'row_height': 55,
     u'search': None,
     u'sections': [],
     u'sidepanel': False,
     u'theme': {
         u'definition': {
             u'activeColor': u'#e55100',
             u'background': u'#ffffff',
             u'borderColor': u'#BDBDBD',
             u'borderRadius': 2,
             u'headerHeight': 30,
             u'marginBottom': 70,
             u'marginLeft': 10,
             u'marginRight': 10,
             u'marginTop': 10,
             u'titleColor': u'#616161',
             u'titleFontSize': 17,
             u'titleFontWeight': u'normal',
             u'titleTextAlignment': u'left',
             u'widgetGap': 5,
             u'widgets': {
                 u'Chord': {
                     u'activeBackground': u'#f5f5f5',
                     u'activeColor': u'#e55100',
                     u'background': u'#ffffff',
                     u'chartColorScheme': [
                         u'#4b8ecc',
                         u'#348f5f',
                         u'#ec6a2b',
                         u'#807dba',
                         u'#fec44f',
                         u'#009994',
                         u'#d43131',
                         u'#0d7074'
                     ],
                     u'headerAlignment': u'left',
                     u'headerBackground': u'#F5F5F5',
                     u'headerColor': u'#b6b6b6',
                     u'headerFontSize': 17,
                     u'headerFontWeight': u'normal',
                     u'linkBackground': u'#f5f5f5',
                     u'linkColor': u'#2196F3',
                     u'paddingBottom': 10,
                     u'paddingLeft': 10,
                     u'paddingRight': 10,
                     u'paddingTop': 5,
                     u'primaryButtonGradient1': u'#1484f9',
                     u'primaryButtonGradient2': u'#156fcc',
                     u'textColor': u'#212121'
                     },
                 u'Connection': {
                     u'color': u'#212121',
                     u'fontAlign': u'center',
                     u'fontSize': u'13',
                     u'fontWeight': u'normal',
                     u'hoverColor': u'#E3F2FD',
                     u'labelColor': u'#212121',
                     u'primaryButtonGradient1': u'#FFECB3',
                     u'primaryButtonGradient2': u'#EF5350'
                 },
                 u'Facets': {u'labelColor': u'#212121'},
                 u'FacetsHistogram': {
                     u'labelColor': u'#212121',
                     u'legendColor': u'#212121'
                 },
                 u'FacetsList': {
                     u'activeColor': u'#e55100',
                     u'barColor': u'#1484f9',
                     u'facetValueColor': u'#bdbdbd'
                 },
                 u'FacetsTable': {
                     u'activeBackground': u'#F5F5F5',
                     u'activeColor': u'#e55100',
                     u'headerColor': u'#616161'
                 },
                 u'Frequency': {u'labelColor': u'#212121'},
                 u'HorizontalResultList': {
                     u'linkColor': u'#2196F3',
                     u'subtitleColor': u'#616161'
                 },
                 u'IFrame': {},
                 u'Keywords': {
                     u'barColor': u'#1484f9',
                     u'headerColor': u'#616161',
                     u'linkColor': u'#2196F3'
                 },
                 u'PredQuery': {
                     u'activeBackground': u'#F5F5F5',
                     u'activeColor': u'#e55100'
                 },
                 u'Search': {
                     u'activeColor': u'#e55100',
                     u'titleColor': u'#616161',
                     u'titleColorRead': u'#212121',
                     u'titleFontSize': 15,
                     u'titleFontSizeRead': 15,
                     u'titleFontWeight': u'bolder',
                     u'titleFontWeightRead': u'bolder',
                     u'titleTextAlignment': u'left',
                     u'titleTextAlignmentRead': u'left'
                 },
                 u'SearchQuery': {
                     u'backgroundColor': u'#428bca',
                     u'borderColor': u'#1e88e5',
                     u'textColor': u'#ffffff'
                 },
                 u'SignificantTerms': {},
                 u'TagCloud': {},
                 u'default': {
                     u'activeBackground': u'#f5f5f5',
                     u'activeColor': u'#e55100',
                     u'background': u'#ffffff',
                     u'chartColorScheme': [
                         u'#64b5f6',
                         u'#E57373',
                         u'#FFD54F',
                         u'#81C784',
                         u'#7986CB',
                         u'#4DD0E1',
                         u'#F06292',
                         u'#AED581',
                         u'#A1887F',
                         u'#FFB74D',
                         u'#4FC3F7',
                         u'#FF8A65',
                         u'#DCE775',
                         u'#BA68C8'
                     ],
                     u'headerAlignment': u'left',
                     u'headerBackground': u'#F5F5F5',
                     u'headerColor': u'#616161',
                     u'headerFontSize': 17,
                     u'headerFontWeight': u'normal',
                     u'linkBackground': u'#f5f5f5',
                     u'linkColor': u'#2196F3',
                     u'paddingBottom': 10,
                     u'paddingLeft': 10,
                     u'paddingRight': 10,
                     u'paddingTop': 5,
                     u'textColor': u'#212121'
                 }
             }
         },
         u'id': u'ofVfiQ-uRWSZeGFZspH9nQ',
         u'scope': u'default',
         u'title': u'Squirro Default'},
        u'theme_id': u'ofVfiQ-uRWSZeGFZspH9nQ',
        u'title': u'foo',
        u'type': u'dashboard'
    }

>>> client.modify_dashboard('2aEVClLRRA-vCCIvnuEAvQ',
...                         'YagQNSecR_ONHxwBmOkkeQ',
...                         search={'query': 'Demo'})

>>> client.move_dashboard('2aEVClLRRA-vCCIvnuEAvQ',
...                       'Ue1OceLkQlyz21wpPqml9Q',
...                       'nJXpKUSERmSgQRjxX7LrZw')

>>> client.delete_dashboard('2aEVClLRRA-vCCIvnuEAvQ',
...                         'Ue1OceLkQlyz21wpPqml9Q')

>>> client.create_enrichment('Sz7LLLbyTzy_SddblwIxaA', 'pipelet',
...                          'TextRazor', {
...     'pipelet': 'tenant-example/textrazor',
...     'api_key': 'TextRazor-API-Key'})
{
    u'type': u'pipelet',
    u'config': {u'api_key': u'TextRazor-API-Key',
                u'pipelet': u'tenant-example/textrazor'},
    u'name': u'TextRazor',
    u'id': u'pipelet-rTBoGNl6S4aG4TDkBoN6xQ'
}

>>> client.get_enrichments('Sz7LLLbyTzy_SddblwIxaA', 'pipelet')
[{
    u'type': u'pipelet',
    u'config': {u'api_key': u'TextRazor-API-Key',
                u'pipelet': u'tenant-example/textrazor'},
    u'name': u'TextRazor',
    u'id': u'pipelet-rTBoGNl6S4aG4TDkBoN6xQ'
}]

>>> client.get_enrichment('Sz7LLLbyTzy_SddblwIxaA',
...                       'pipelet-rTBoGNl6S4aG4TDkBoN6xQ',
...                       'pipelet'})
{
    u'type': u'pipelet',
    u'config': {u'api_key': u'TextRazor-API-Key',
                u'pipelet': u'tenant-example/textrazor'},
    u'name': u'TextRazor',
    u'id': u'pipelet-rTBoGNl6S4aG4TDkBoN6xQ'
}

>>> client.delete_enrichment('Sz7LLLbyTzy_SddblwIxaA',
...                          'pipelet-rTBoGNl6S4aG4TDkBoN6xQ')

>>> client.update_enrichment('Sz7LLLbyTzy_SddblwIxaA',
 'pipelet-rTBoGNl6S4aG4TDkBoN6xQ',
 'pipelet', 'TextRazor', {'pipelet': 'tenant-example/textrazor',
 'api_key': 'New-Key'})
{
    u'type': u'pipelet',
    u'config': {
        u'api_key': u'New-Key',
        u'pipelet': u'tenant-example/textrazor'
    },
    u'name': u'TextRazor',
    u'id': u'pipelet-rTBoGNl6S4aG4TDkBoN6xQ'
}

>>> client.get_facet_stats('Sz7LLLbyTzy_SddblwIxaA',
 'da1d234f7e85c4edf37c3286ad7d4ea2c0c64ee8899a5219be21077214719d77'})
{
    u'all_single_values': True
}

>>> client.get_object('2aEVClLRRA-vCCIvnuEAvQ',
...                   '2sic33jZTi-ifflvQAVcfw')
{upipeline_workflows('project_id_1':)
u'2aEVClLRRA-vCCIvnuEAvQ',
 u'[{'id': u'2sic33jZTi-ifflvQAVcfw'pipeline_workflow_id_1',
  u'isproject_readyid': True,  u'managed_subscription': False,
 u'needs_preview': False,
 u'noise_level': None,
 u'subscriptions': [u'3qTRv4W9RvuOxcGwnnAYbg',
                    u'hw8j7LUBRM28-jAellgQdA',
                    u'4qBkea4bTv-QagNS76_akA',
                    u'NyfRri_2SUa_JNptx0JAnQ',
project_id_1',
  'name': 'Pipeline Workflow 1',
  'project_default': True,
  'steps': [
     {"name": "Pipelet",
            u'oTvI6rlaRmKvmYCfCvLwpw'"type": "pipelet",
                    u'c3aEwdz5TMefc_u7hCl4PA'"display_name": "PermID OpenCalais",
      "id": "XPOxEgNSR3W4TirOwOA-ng",
      "config": {"config": {"api_key": "AGa865",   u'Xc0MN_7KTAuDOUbO4mhG6A'"confidence": 0.7},
                 "pipelet": "searches/PermID  u'y1Ur-vLuRmmzUNMi4xGrJw'Entities Enrichment"},
     },
     {"name": "Index",
       u'iTdms4wgTRapn1ehMqJgwA'"type": "index",
      ...
     }
  ]
 },
  u{'MawimNPKSlmpeS9YlMzzawid'],:  u'subscriptions_processed': True,
 u'title': u'Squirro',
 u'type': u'organization'}

'pipeline_workflow_id_2',
  ...
 },
 ...
]

>>> client.newget_pipeline_object(
...     'H5Qv-WhgSBGW0WL8xolSCQworkflow('project_id_1', '2aEVClLRRA-vCCIvnuEAvQ',
...     'Memonic', type='organization'workflow_id_1')
{u'project_id': u'2aEVClLRRA-vCCIvnuEAvQ'pipeline_workflow_id_1',
 u'project_id': u'2TBYtWgRRIa23h1rEveI3g'}

}

>>> client.pausenew_pipeline_object('2aEVClLRRA-vCCIvnuEAvQworkflow(
>>>     name='Pipeline Workflow 1',
...>>>     steps=[{"name": "Index",
>>>              '2TBYtWgRRIa23h1rEveI3g')

"type": "index"}])

>>> client.getset_objectpipeline_signalsworkflow(
...>>>     'gd9eIipOQ-KobU0SwJ8VcQ', '2sic33jZTi-ifflvQAVcfw')
{'signals': [{u'key': u'email_domain',
         name='Pipeline Workflow 1',
>>>     u'value': 'nestle.com',
steps=[{"name": "Index",
>>>              u'seeder': 'salesforce'}]}

>>> client.get_object_signals(
..."type": "index"}])

workflow_id='pipeline_workflow_id_1',

>>> client.updatemove_pipeline_objectworkflow_signals(
...     'gd9eIipOQ-KobU0SwJ8VcQ', '2sic33jZTi-ifflvQAVcfwstep('2aEVClLRRA-vCCIvnuEAvQ',
...      [{'key': 'essentials', 'value': [
...                'discovery-baseobject-A96PWkLzTIWSJy3WMsvzzw']}]) [     {u'key': u'essentials',      u'value': [u'discovery-baseobject-A96PWkLzTIWSJy3WMsvzzw'],
'Ue1OceLkQlyz21wpPqml9Q',
...     u'seeder': None},     {u'key': u'email_domain',      u'value': 'nestle.com',      u'seeder': 'salesforce'} ]  >>> client.update_object_signals( ...     'gd9eIipOQ-KobU0SwJ8VcQ', '2sic33jZTi-ifflvQAVcfw'nJXpKUSERmSgQRjxX7LrZw',
...     {'essentials': [
...                    'discovery-baseobject-A96PWkLzTIWSJy3WMsvzzw']}, ...     flat=True) {u'essentials': [u'discovery-baseobject-A96PWkLzTIWSJy3WMsvzzw'],  u'email_domain': u'nestle.com'}'language-detection')

>>> client.get_user_projects()
[{u'id': u'Sz7LLLbyTzy_SddblwIxaA',
  u'title': u'My Contacts',
  u'objects': 1,
  u'type': u'my contacts'},
 {u'id': u'2aEVClLRRA-vCCIvnuEAvQ',
  u'title': u'My Organizations',
  u'objects': 2,
  u'type': u'my organizations'}]

>>> client.get_project('2aEVClLRRA-vCCIvnuEAvQ')
{u'id': u'2aEVClLRRA-vCCIvnuEAvQ',
 u'title': u'My Organizations',
 u'type': u'my organizations'}

>>> locator = {'index_server': 'http://10.0.0.1:9200'}
>>> default_sort = [{'relevance': {'order': 'asc'}}]
>>> client.new_project('My Project', locator=locator,
...                    default_sort=default_sort)
{u'id': u'gd9eIipOQ-KobU0SwJ8VcQ'}

>>> client.modify_project('gd9eIipOQ-KobU0SwJ8VcQ',
...                       title='My Other Project')

>>> client.delete_project('gd9eIipOQ-KobU0SwJ8VcQ')

>>> client.reset_project(
        'gd9eIipOQ-KobU0SwJ8VcQ', reset_dashboards=True,
        reset_elasticsearch_index=True, reset_facets=True)

>>> client.new_savedsearch(
        scope_id='2sic33jZTi-ifflvQAVcfw',
        scope_type='project',
        query='hello world',
    )
{u'actions': [{u'id': u'678b8102e5c55683130a469c12f6ce55a97ab8b5',
               u'type': u'show'}],
 u'id': u'1ba32747c302d1c3cd4f2d43cfe937d7ae64489b',
 u'query': u'hello world'}

>>> client.modify_savedsearch(
        savedsearch_id='77e2bbb206527a2e1ff2e5baf548656a8cb999cc',
        scope_id='2sic33jZTi-ifflvQAVcfw',
        scope_type='project',
        query='test me'
    )
{u'actions': [{u'id': u'4e23249793e9a3df2126321109c6619df66aaa51',
               u'type': u'show'}],
 u'id': u'77e2bbb206527a2e1ff2e5baf548656a8cb999cc',
 u'query': u'test me'}

>>> client.get_savedsearches(
...     scope_type='project', scope_id='2sic33jZTi-ifflvQAVcfw')
{u'savedsearches': [
    {u'actions': [
     {u'id': u'ff18180f74ebdf4b964ac8b5dde66531e0acba83',
      u'type': u'show'}],
     u'id': u'9c2d1a9002a8a152395d74880528fbe4acadc5a1',
     u'query': u'hello world',
     u'relative_start': '24h',
     u'relative_end': None,
     u'created_before': None,
     u'created_after': None}]}

>>> client.get_savedsearch(
...     scope_type='project', scope_id='2sic33jZTi-ifflvQAVcfw',
...     savedsearch_id='77e2bbb206527a2e1ff2e5baf548656a8cb999cc')
{u'actions': [{u'id': u'4e23249793e9a3df2126321109c6619df66aaa51',
               u'type': u'show'}],
 u'id': u'77e2bbb206527a2e1ff2e5baf548656a8cb999cc',
 u'query': u'test me',
 u'relative_start': '24h',
 u'relative_end': None,
 u'created_before': None,
 u'created_after': None}

>>> client.delete_savedsearch(
...     scope_type='project',
...     scope_id='2sic33jZTi-ifflvQAVcfw',
...     savedsearch_id='9c2d1a9002a8a152395d74880528fbe4acadc5a1')

>>> client.get_project_smartfilters('zgxIdCxSRWSwJzL1fwNX1Q')
[]

>>> client.get_smartfilter('object', 'zgxIdCxSRWSwJzL1fwNX1Q',
...                        'default')
{}

>>> client.get_project_smartfilter_scores(
...     'Sz7LLLbyTzy_SddblwIxaA', ['poc', 'testing'])
[{u'fingerprint': {u'filter_min_score': None,
                   u'name': u'ma',
                   u'title': u'',
                   u'type': u'tenant',
                   u'type_id': u'squirro'},
  u'scores': [{u'fields': {u'external_id': u'a38515'},
               u'noise_level': 0.0},
              {u'fields': {u'external_id': u'a37402'},
               u'noise_level': 0.0},
              {u'fields': {u'external_id': u'a38116'},
               u'noise_level': 0.1}]},
 {u'fingerprint': {u'filter_min_score': 1.2950184,
                   u'name': u'something',
                   u'title': u'Something',
                   u'type': u'tenant',
                   u'type_id': u'squirro'},
  u'scores': [{u'fields': {u'external_id': u'a38515'},
               u'noise_level': 0.0},
              {u'fields': {u'external_id': u'a37402'},
               u'noise_level': 0.1},
              {u'fields': {u'external_id': u'a38116'},
               u'noise_level': 0.1}]}]

>>> data = {'config': {
    'manual_features': 'term1, 1.5, de, Term1\nterm2, 2.4',
    'default_manual_features_lang': 'de'}}
>>> client.validate_smartfilter_attributes(data)
{}

>>> data = {'config': {
    'manual_features': 'invalid, 1.5, de, Term1'}}
>>> try:
>>>     client.validate_smartfilter_attributes(data)
>>> except squirro_client.exceptions.ClientError as e:
>>>     print e.error
u'[{"line": 0, "error": "required default language is missing"}]'

>>> data = {'title': 'Earnings Call'}
>>> client.new_smartfilter(
...     'user', 'bgFtu5rkR1STpx1xR2u1UQ', 'default', data)
{}

>>> client.copy_smartfilter('tenant', 'squirro', 'ma')
{}

>>> data = [{'lang': 'en', 'text': 'english content'}]
>>> client.update_smartfilter_from_content(
...     'user', 'bgFtu5rkR1STpx1xR2u1UQ', 'default', data)
{}

>>> data = ['tfoOHGEZRAqFURaEE2cPWA']
>>> client.update_smartfilter_from_items(
...     'user', 'bgFtu5rkR1STpx1xR2u1UQ', 'default', data)
{}

>>> data = {'title': 'Earnings Call'}
>>> client.update_smartfilter_attributes(
...     'user', 'bgFtu5rkR1STpx1xR2u1UQ', 'default', data)

>>> client.delete_smartfilter('user', 'bgFtu5rkR1STpx1xR2u1UQ',
...                           'default')

>>> client.move_smartfilter('user', 'bgFtu5rkR1STpx1xR2u1UQ',
...                         'default')

>>> client.protect_smartfilter(
...     'user', 'bgFtu5rkR1STpx1xR2u1UQ', 'default', True)

>>> client.copy_smartfilter('tenant', 'squirro', 'ma')
{}

>>> client.delete_smartfilter('user', 'bgFtu5rkR1STpx1xR2u1UQ',
...                           'default')

>>> client.get_smartfilter('object', 'zgxIdCxSRWSwJzL1fwNX1Q',
...                        'default')
{}

>>> client.get_project_smartfilter_scores(
...     'Sz7LLLbyTzy_SddblwIxaA', ['poc', 'testing'])
[{u'fingerprint': {u'filter_min_score': None,
                   u'name': u'ma',
                   u'title': u'',
                   u'type': u'tenant',
                   u'type_id': u'squirro'},
  u'scores': [{u'fields': {u'external_id': u'a38515'},
               u'noise_level': 0.0},
              {u'fields': {u'external_id': u'a37402'},
               u'noise_level': 0.0},
              {u'fields': {u'external_id': u'a38116'},
               u'noise_level': 0.1}]},
 {u'fingerprint': {u'filter_min_score': 1.2950184,
                   u'name': u'something',
                   u'title': u'Something',
                   u'type': u'tenant',
                   u'type_id': u'squirro'},
  u'scores': [{u'fields': {u'external_id': u'a38515'},
               u'noise_level': 0.0},
              {u'fields': {u'external_id': u'a37402'},
               u'noise_level': 0.1},
              {u'fields': {u'external_id': u'a38116'},
               u'noise_level': 0.1}]}]

>>> client.get_project_smartfilters('zgxIdCxSRWSwJzL1fwNX1Q')
[]

>>> client.move_smartfilter('user', 'bgFtu5rkR1STpx1xR2u1UQ',
...                         'default')

>>> data = {'title': 'Earnings Call'}
>>> client.new_smartfilter(
...     'user', 'bgFtu5rkR1STpx1xR2u1UQ', 'default', data)
{}

>>> client.protect_smartfilter(
...     'user', 'bgFtu5rkR1STpx1xR2u1UQ', 'default', True)

>>> data = {'title': 'Earnings Call'}
>>> client.update_smartfilter_attributes(
...     'user', 'bgFtu5rkR1STpx1xR2u1UQ', 'default', data)

>>> data = [{'lang': 'en', 'text': 'english content'}]
>>> client.update_smartfilter_from_content(
...     'user', 'bgFtu5rkR1STpx1xR2u1UQ', 'default', data)
{}

>>> data = ['tfoOHGEZRAqFURaEE2cPWA']
>>> client.update_smartfilter_from_items(
...     'user', 'bgFtu5rkR1STpx1xR2u1UQ', 'default', data)
{}

>>> data = {'config': {
    'manual_features': 'term1, 1.5, de, Term1\nterm2, 2.4',
    'default_manual_features_lang': 'de'}}
>>> client.validate_smartfilter_attributes(data)
{}

>>> data = {'config': {
    'manual_features': 'invalid, 1.5, de, Term1'}}
>>> try:
>>>     client.validate_smartfilter_attributes(data)
>>> except squirro_client.exceptions.ClientError as e:
>>>     print e.error
u'[{"line": 0, "error": "required default language is missing"}]'

>>> client.get_object_subscriptions('2sic33jZTi-ifflvQAVcfw',
...                                 '2TBYtWgRRIa23h1rEveI3g')
[
    {
        u'config': {
            u'market': u'de-CH',
            u'query': u'squirro',
            u'vertical': u'News',
        },
        u'deleted': False,
        u'id': u'hw8j7LUBRM28-jAellgQdA',
        u'link': u'http://bing.com/news/search?q=squirro',
        u'modified_at': u'2012-10-09T07:54:12',
        u'provider': u'bing',
        u'seeder': None,
        u'source_id': u'2VkLodDHTmiMO3rlWi2MVQ',
        u'title': u'News Alerts for "squirro" in Switzerland',
        u'workflow': {
            u'name': u'Default Workflow',
            u'project_default': True,
            u'id': u'kAvdogQOQvGHijqcIPi_WA',
            u'project_id': u'FzbcEMMNTBeQcG2wnwnxLQ'
        }
    }
]

>>> client.get_subscription(
...     '2sic33jZTi-ifflvQAVcfw', '2TBYtWgRRIa23h1rEveI3g',
...     'hw8j7LUBRM28-jAellgQdA')
{
    u'config': {
        u'market': u'de-CH',
        u'query': u'squirro',
        u'vertical': u'News',
    },
    u'deleted': False,
    u'id': u'hw8j7LUBRM28-jAellgQdA',
    u'link': u'http://bing.com/news/search?q=squirro',
    u'modified_at': u'2012-10-09T07:54:12',
    u'provider': u'bing',
    u'seeder': None,
    u'source_id': u'2VkLodDHTmiMO3rlWi2MVQ',
    u'title': u'News Alerts for "squirro" in Switzerland',
    u'processed': True,
    u'paused': False,
    u'workflow': {
        u'name': u'Default Workflow',
        u'project_default': True,
        u'id': u'kAvdogQOQvGHijqcIPi_WA',
        u'project_id': u'FzbcEMMNTBeQcG2wnwnxLQ'
    }
}

>>> client.new_subscription(
...     '2sic33jZTi-ifflvQAVcfw', '2TBYtWgRRIa23h1rEveI3g',
...     'feed', {'url': 'http://blog.squirro.com/rss'})
{u'config': {u'url': u'http://blog.squirro.com/rss'},
 u'deleted': False,
 u'id': u'oTvI6rlaRmKvmYCfCvLwpw',
 u'link': u'http://blog.squirro.com/rss',
 u'modified_at': u'2012-10-12T09:32:09',
 u'provider': u'feed',
 u'seeder': u'team',
 u'source_id': u'D3Q8AiPoTg69bIkqFhe3Bw',
 u'title': u'Squirro',
 u'processed': False,
 u'paused': False,
 u'workflow': {
    u'name': u'Default Workflow',
    u'project_default': True,
    u'id': u'kAvdogQOQvGHijqcIPi_WA',
    u'project_id': u'FzbcEMMNTBeQcG2wnwnxLQ'}
}

>>> client.modify_subscription(
...     '2sic33jZTi-ifflvQAVcfw',
...     '2TBYtWgRRIa23h1rEveI3g',
...     'oTvI6rlaRmKvmYCfCvLwpw',
...     config={'url': 'http://blog.squirro.com/atom'})

>>> client.delete_subscription('2sic33jZTi-ifflvQAVcfw',
...                            '2TBYtWgRRIa23h1rEveI3g',
...                            'oTvI6rlaRmKvmYCfCvLwpw')

>>> client.pause_subscription('2sic33jZTi-ifflvQAVcfw',
...                           '2TBYtWgRRIa23h1rEveI3g',
...                           'hw8j7LUBRM28-jAellgQdA')

>>> client.resume_subscription(
...     '2sic33jZTi-ifflvQAVcfw', '2TBYtWgRRIa23h1rEveI3g',
...     'hw8j7LUBRM28-jAellgQdA')

>>> client.new_synonym_list('Sz7LLLbyTzy_SddblwIxaA',
 'general english synonyms',
  ['humorous,comical,hilarious,hysterical',
   'attractive,pretty,lovely,stunning'])
{u'project_id': u'Sz7LLLbyTzy_SddblwIxaA',
 u'synonyms_id': u'H2DKVGU8Sv-GpMlQ7PDnqw',
 u'title': u'general english synonyms',
 u'location': u'/v0/squirro/projects/Sz7LLLbyTzy_SddblwIxaA
 /synonyms/H2DKVGU8Sv-GpMlQ7PDnqw'}

>>> client.modify_synonym_list('Sz7LLLbyTzy_SddblwIxaA',
 'H2DKVGU8Sv-GpMlQ7PDnqw',
 'english names',
 ['humorous,comical,hilarious,hysterical',
  'attractive,pretty,lovely,stunning'])

>>> client.get_synonym_id_list('Sz7LLLbyTzy_SddblwIxaA')
[u'H2DKVGU8Sv-GpMlQ7PDnqw', u'SKAcjj_QORSRRYVMbBR9ig']

>>> client.get_synonym_list('Sz7LLLbyTzy_SddblwIxaA',
 'H2DKVGU8Sv-GpMlQ7PDnqw')
{u'project_id': u'Sz7LLLbyTzy_SddblwIxaA',
 u'synonyms_id': u'H2DKVGU8Sv-GpMlQ7PDnqw',
 u'title': u'english names',
 u'synonyms': [
  u'humorous,comical,hilarious,hysterical',
  u'attractive,pretty,lovely,stunning'
 ]}

>>> client.delete_synonym_list('Sz7LLLbyTzy_SddblwIxaA',
 'H2DKVGU8Sv-GpMlQ7PDnqw')
{}

>>> client.get_dashboard_themes('2aEVClLRRA-vCCIvnuEAvQ')
[{u'id': u'G0Tm2SQcTqu2d4GvfyrsMg',
  u'title': u'Test',
  u'scope': u'custom',
  u'definition': [{u'background': u'#ffffff',
                   u'titleColor': u'#525252',
                   .....}]}]

>>> client.get_dashboard_theme('2aEVClLRRA-vCCIvnuEAvQ',
...                            'G0Tm2SQcTqu2d4GvfyrsMg')
{u'id': u'G0Tm2SQcTqu2d4GvfyrsMg',
 u'title': u'Test',
 u'scope': u'custom',
 u'definition': [{u'background': u'#ffffff',
                 u'titleColor': u'#525252',
                 .....}]}]

>>> client.new_dashboard_theme('2aEVClLRRA-vCCIvnuEAvQ',
...                            title='Sample')
{u'id': u'G0Tm2SQcTqu2d4GvfyrsMg',
 u'title': u'Test',
 u'scope': u'custom',
 u'definition': [{u'background': u'#ffffff',
                 u'titleColor': u'#525252',
                 .....}]}]

>>> client.modify_dashboard_theme('2aEVClLRRA-vCCIvnuEAvQ',
...     'YagQNSecR_ONHxwBmOkkeQ', title='New Title')
{
    u'id': u'YagQNSecR_ONHxwBmOkkeQ',
    u'title': u'New Title',
    u'definition': [{u'background': u'#ffffff',
                     u'titleColor': u'#525252',
                     .....}]}]
}

>>> client.delete_dashboard_theme('2aEVClLRRA-vCCIvnuEAvQ',
...                               'Ue1OceLkQlyz21wpPqml9Q')

>>> client.new_trenddetection(
        project_id='2sic33jZTi-ifflvQAVcfw',
        query='hello world',
        name='test name',
        email_user='test@squirro.com',
        aggregation_interval='1w',
        aggregation_field='votes',
        aggregation_method='avg',
        aggregation_time_field='my_datetime_facet'
    )
{
    'trend_detection_entity': {
        u'id': u'iR81vxDnShu5di4snCu6Jg',
        u'created_at': u'2016-02-23T16:28:00',
        u'modified_at': u'2016-02-23T16:28:00',
        u'name': u'test name',
        u'project_id': u'2sic33jZTi-ifflvQAVcfw',
        u'query': u'hello world'
        u'aggregation_interval': u'1w',
        u'aggregation_field': u'votes',
        u'aggregation_method': u'avg',
        u'aggregation_time_field': u'my_datetime_facet',
        u'email_user': u'test@squirro.com',
        u'last_alert_timestamp': None,
        u'last_seen_timestamp': None,
        u'trends_healthy': None
    }
}

>>> client.modify_trenddetection(
    project_id='2sic33jZTi-ifflvQAVcfw',
    tde_id='F3k1dEJEQzmLRaIlN71AsA',
    name='test_name', email_user='test@squirro.com')

>>> client.get_trenddetections(project_id='2sic33jZTi-ifflvQAVcfw')
    {
        u'trend_detection_entities': [
            {
                u'created_at': '2016-02-09T08:34:17',
                u'id': 'nwBnJ5tkQVGMjKFUBZ1Cbw',
                u'modified_at': '2016-02-09T08:34:19',
                u'name': 'test_tde',
                u'project_id': 'oFFPR28pTUOkmUF8pZO0cA',
                u'query': '',
                u'aggregation_interval': u'1w',
                u'aggregation_field': u'votes',
                u'aggregation_method': u'avg',
                u'aggregation_time_field': u'my_datetime_facet'
            }
        ]
    }

>>> client.get_trenddetection(
...     project_id='oFFPR28pTUOkmUF8pZO0cA',
...     trenddetection_id='nwBnJ5tkQVGMjKFUBZ1Cbw',
...     include_trend_detection_entity=True,
...     include_thresholds=False,
...     include_anomalies=False,
...     include_predictions=False)
{
    'trend_detection_entity': {
        u'created_at': u'2016-02-09T08:34:17',
        u'id': u'nwBnJ5tkQVGMjKFUBZ1Cbw',
        u'modified_at': u'2016-02-09T08:34:19',
        u'trends_healthy': True,
        u'name': u'test name',
        u'project_id': u'oFFPR28pTUOkmUF8pZO0cA',
        u'query': u'test_query',
        u'aggregation_interval': u'1w',
        u'aggregation_field': u'votes',
        u'aggregation_method': u'avg',
        u'aggregation_time_field': u'my_datetime_facet'
    }
}

>>> client.delete_trenddetection(
...     project_id='2sic33jZTi-ifflvQAVcfw',
...     trenddetection_id='fd5x9NIqQbyBmF4Yph9MMw')

>>> client.get_trenddetection_result(
...     project_id='2sic33jZTi-ifflvQAVcfw',
...     trenddetection_id='fd5x9NIqQbyBmF4Yph9MMw',
...     include_predictions=True)

    {
        'thresholds': [
            {u'count': 18.709624304,
             u'timestamp': u'2016-01-25T00:00:00'},
            {u'count': 17.6339240561,
             u'timestamp': u'2016-02-01T00:00:00'},
            {u'count': 16.6033921677,
             u'timestamp': u'2016-02-08T00:00:00'},
            {u'count': 17.5181532055,
             u'timestamp': u'2016-02-15T00:00:00'}
        ],
        'historical_values': {
            u'values': [
                {u'value': 18, u'key': u'2016-01-25T00:00:00'},
                {u'value': 5, u'key': u'2016-02-01T00:00:00'},
                {u'value': 7, u'key': u'2016-02-08T00:00:00'},
                {u'value': 4, u'key': u'2016-02-15T00:00:00'}],
            u'interval_seconds': 604800.0,
            u'interval_logical': False},
         'trend_detection_entity': {
            u'aggregation_time_field': u'$item_created_at',
            u'aggregation_field': None,
            u'name': u'test_client',
            u'created_at': u'2016-05-04T09:03:55',
            u'modified_at': u'2016-05-04T09:03:58',
            u'aggregation_interval': u'1w',
            u'aggregation_method': None,
            u'query': u'',
            u'project_id': u'ZjI9KK3zRTaMkYSzUL6Ehw',
            u'id': u'lsXDwwErQkq7dGKDaRopQQ'
        },
        'anomalies': [u'2016-01-25T00:00:00'],
        'predictions': [
            {
                u'timestamp': u'2016-02-22T00:00:00',
                u'prediction_value': 8.3735121811,
                u'prediction_threshold': 11.5988725339
            },
            {
                u'timestamp': u'2016-02-29T00:00:00',
                u'prediction_value': 11.8071893366,
                u'prediction_threshold': 13.011517576
            },
            {
                u'timestamp': u'2016-03-07T00:00:00',
                u'prediction_value': 6.4798976922,
                u'prediction_threshold': 11.8167726387
            }
        ]
    }

>>> client.get_dashboard_widgets()
[{u'id': u'G0Tm2SQcTqu2d4GvfyrsMg',
  u'title': u'Test',
  u'scope': u'custom',
  u'definition': [{u'background': u'#ffffff',
                   u'titleColor': u'#525252',
                   .....}]}]

>>> client.get_dashboard_widget('map_us')
{u'id': u'G0Tm2SQcTqu2d4GvfyrsMg',
 u'title': u'Test',
 u'scope': u'custom',
 u'definition': [{u'background': u'#ffffff',
                 u'titleColor': u'#525252',
                 .....}]}]

>>> client.new_dashboard_widget(
>>>     config={u'directory': u'/home/us_map',
>>>             u'base_widget': u'world_map',
>>>             u'friendly_name': u'Map of the USA'})

>>> client.get_assets('dashboard_loader')
[{u'id': u'G0Tm2SQcTqu2d4GvfyrsMg',
  u'title': u'Layers and Sections Dashboard Loader',
  u'scope': u'custom',
  u'definition': [{u'background': u'#ffffff',
                   u'titleColor': u'#525252',
                   .....}]}]

>>> client.get_asset('dashboard_loader', 'layer_loader')
{u'id': u'G0Tm2SQcTqu2d4GvfyrsMg',
 u'title': u'Layer Dashboard Loader',
 u'scope': u'custom',
 u'definition': [{u'background': u'#ffffff',
                 u'titleColor': u'#525252',
                 .....}]}]

>>> client.delete_asset('dashboard_loader', 'layer_loader')

>>> client.new_asset(
>>>     asset_type='dashboard_loader',
>>>     folder='./my_dashboard_loader')