def public_widget(widget):
res = {
'id': widget.id,
'width': widget.width,
'options': json_loads(widget.options),
'text': widget.text,
'updated_at': widget.updated_at,
'created_at': widget.created_at
}
if widget.visualization and widget.visualization.id:
query_data = models.QueryResult.query.get(widget.visualization.query_rel.latest_query_data_id).to_dict()
res['visualization'] = {
'type': widget.visualization.type,
'name': widget.visualization.name,
'description': widget.visualization.description,
'options': json_loads(widget.visualization.options),
'updated_at': widget.visualization.updated_at,
'created_at': widget.visualization.created_at,
'query': {
'query': ' ', # workaround, as otherwise the query data won't be loaded.
'name': widget.visualization.query_rel.name,
'description': widget.visualization.query_rel.description,
'options': {},
'latest_query_data': query_data
}
}
return res
def get_schema(self, get_stats=False):
query = """
select release_version from system.local;
"""
results, error = self.run_query(query, None)
results = json_loads(results)
release_version = results['rows'][0]['release_version']
query = """
SELECT table_name, column_name
FROM system_schema.columns
WHERE keyspace_name ='{}';
""".format(self.configuration['keyspace'])
if release_version.startswith('2'):
query = """
SELECT columnfamily_name AS table_name, column_name
FROM system.schema_columns
WHERE keyspace_name ='{}';
""".format(self.configuration['keyspace'])
results, error = self.run_query(query, None)
results = json_loads(results)
schema = {}
for row in results['rows']:
table_name = row['table_name']
column_name = row['column_name']
if table_name not in schema:
schema[table_name] = {'name': table_name, 'columns': []}
schema[table_name]['columns'].append(column_name)
return schema.values()
def get_waiting_in_queue(queue_name):
jobs = []
for raw in redis_connection.lrange(queue_name, 0, -1):
job = json_loads(raw)
try:
args = json_loads(job['headers']['argsrepr'])
if args.get('query_id') == 'adhoc':
args['query_id'] = None
except ValueError:
args = {}
job_row = {
'state': 'waiting_in_queue',
'task_name': job['headers']['task'],
'worker': None,
'worker_pid': None,
'start_time': None,
'task_id': job['headers']['id'],
'queue': job['properties']['delivery_info']['routing_key']
}
job_row.update(args)
jobs.append(job_row)
return jobs
def process_formdata(self, valuelist):
if valuelist:
try:
json_loads(valuelist[0])
except ValueError:
raise ValueError(self.gettext(u'Invalid JSON'))
self.data = valuelist[0]
else:
self.data = ''
def get_schema(self, get_stats=False):
query = """
SELECT col.table_schema,
col.table_name,
col.column_name
FROM {database}.information_schema.columns col
WHERE col.table_schema <> 'INFORMATION_SCHEMA'
""".format(database=self.configuration['database'])
results, error = self.run_query(query, None)
if error is not None:
raise Exception("Failed getting schema.")
schema = {}
results = json_loads(results)
for row in results['rows']:
table_name = '{}.{}'.format(row['TABLE_SCHEMA'], row['TABLE_NAME'])
if table_name not in schema:
schema[table_name] = {'name': table_name, 'columns': []}
schema[table_name]['columns'].append(row['COLUMN_NAME'])
return schema.values()
def _get_tables(self, schema):
query = """
SELECT table_schema, table_name, column_name
FROM INFORMATION_SCHEMA.COLUMNS
WHERE table_schema NOT IN ('guest','INFORMATION_SCHEMA','sys','db_owner','db_accessadmin'
,'db_securityadmin','db_ddladmin','db_backupoperator','db_datareader'
,'db_datawriter','db_denydatareader','db_denydatawriter'
);
"""
results, error = self.run_query(query, None)
if error is not None:
raise Exception("Failed getting schema.")
results = json_loads(results)
for row in results['rows']:
if row['table_schema'] != self.configuration['db']:
table_name = u'{}.{}'.format(row['table_schema'], row['table_name'])
else:
table_name = row['table_name']
if table_name not in schema:
schema[table_name] = {'name': table_name, 'columns': []}
schema[table_name]['columns'].append(row['column_name'])
return schema.values()
def _get_tables(self, schema):
query = """
SELECT col.table_schema,
col.table_name,
col.column_name
FROM `information_schema`.`columns` col
WHERE col.table_schema NOT IN ('information_schema', 'performance_schema', 'mysql', 'sys');
"""
results, error = self.run_query(query, None)
if error is not None:
raise Exception("Failed getting schema.")
results = json_loads(results)
for row in results['rows']:
if row['table_schema'] != self.configuration['db']:
table_name = u'{}.{}'.format(row['table_schema'], row['table_name'])
else:
table_name = row['table_name']
if table_name not in schema:
schema[table_name] = {'name': table_name, 'columns': []}
schema[table_name]['columns'].append(row['column_name'])
return schema.values()
def run_query(self, query, user):
logger.debug("BigQuery got query: %s", query)
bigquery_service = self._get_bigquery_service()
jobs = bigquery_service.jobs()
try:
if "totalMBytesProcessedLimit" in self.configuration:
limitMB = self.configuration["totalMBytesProcessedLimit"]
processedMB = self._get_total_bytes_processed(jobs, query) / 1000.0 / 1000.0
if limitMB < processedMB:
return None, "Larger than %d MBytes will be processed (%f MBytes)" % (limitMB, processedMB)
data = self._get_query_result(jobs, query)
error = None
json_data = json_dumps(data, ignore_nan=True)
except apiclient.errors.HttpError as e:
json_data = None
if e.resp.status == 400:
error = json_loads(e.content)['error']['message']
else:
error = e.content
except KeyboardInterrupt:
error = "Query cancelled by user."
json_data = None
return json_data, error
def run_query(self, query, user):
jql_url = '{}/rest/api/2/search'.format(self.configuration["url"])
try:
query = json_loads(query)
query_type = query.pop('queryType', 'select')
field_mapping = FieldMapping(query.pop('fieldMapping', {}))
if query_type == 'count':
query['maxResults'] = 1
query['fields'] = ''
else:
query['maxResults'] = query.get('maxResults', 1000)
response, error = self.get_response(jql_url, params=query)
if error is not None:
return None, error
data = response.json()
if query_type == 'count':
results = parse_count(data)
else:
results = parse_issues(data, field_mapping)
return results.to_json(), None
except KeyboardInterrupt:
return None, "Query cancelled by user."
def parse_tasks(task_lists, state):
rows = []
for task in itertools.chain(*task_lists.values()):
task_row = {
'state': state,
'task_name': task['name'],
'worker': task['hostname'],
'queue': task['delivery_info']['routing_key'],
'task_id': task['id'],
'worker_pid': task['worker_pid'],
'start_time': task['time_start'],
}
if task['name'] == 'redash.tasks.execute_query':
try:
args = json_loads(task['args'])
except ValueError:
args = {}
if args.get('query_id') == 'adhoc':
args['query_id'] = None
task_row.update(args)
rows.append(task_row)
return rows
def get_schema(self, get_stats=False):
query = """
SELECT TABLE_SCHEMA,
TABLE_NAME,
COLUMN_NAME
FROM INFORMATION_SCHEMA.COLUMNS
WHERE TABLE_SCHEMA <> 'INFORMATION_SCHEMA'
"""
results, error = self.run_query(query, None)
if error is not None:
raise Exception("Failed getting schema.")
schema = {}
results = json_loads(results)
for row in results['rows']:
table_name = '{}.{}'.format(row['TABLE_SCHEMA'], row['TABLE_NAME'])
if table_name not in schema:
schema[table_name] = {'name': table_name, 'columns': []}
schema[table_name]['columns'].append(row['COLUMN_NAME'])
return schema.values()
def _fetch_rows(self, query_id):
query = models.Query.get_by_id_and_org(query_id, self.current_org)
require_access(query.data_source.groups, self.current_user, view_only)
query_result = models.QueryResult.get_by_id_and_org(
query.latest_query_data_id, self.current_org)
return json_loads(query_result.data)["rows"]
def data(self):
if self._data is None:
return None
if not hasattr(self, DESERIALIZED_DATA_ATTR):
setattr(self, DESERIALIZED_DATA_ATTR, json_loads(self._data))
return self._deserialized_data
def _get_analytics_service(self):
scope = ["https://www.googleapis.com/auth/analytics.readonly"]
key = json_loads(b64decode(self.configuration["jsonKeyFile"]))
creds = ServiceAccountCredentials.from_json_keyfile_dict(key, scope)
return build("analytics",
"v3",
http=creds.authorize(httplib2.Http()),
cache_discovery=False)
def serialize_dashboard(obj,
with_widgets=False,
user=None,
with_favorite_state=True):
layout = json_loads(obj.layout)
widgets = []
if with_widgets:
for w in obj.widgets:
if w.visualization_id is None:
widgets.append(serialize_widget(w))
elif user and has_access(w.visualization.query_rel, user,
view_only):
widgets.append(serialize_widget(w))
else:
widget = project(serialize_widget(w),
('id', 'width', 'dashboard_id', 'options',
'created_at', 'updated_at'))
widget['restricted'] = True
widgets.append(widget)
else:
widgets = None
if obj.user is not None:
_user = obj.user.to_dict()
else:
assets = app.extensions['webpack']['assets'] or {}
path = 'images/avatar.svg'
profile_image_url = url_for('static', filename=assets.get(path, path))
_user = {
'name': 'user',
'profile_image_url': profile_image_url,
}
d = {
'id': obj.id,
'slug': obj.slug,
'name': obj.name,
'user_id': obj.user_id,
# TODO: we should properly load the users
'user': _user,
'layout': layout,
'dashboard_filters_enabled': obj.dashboard_filters_enabled,
'widgets': widgets,
'is_archived': obj.is_archived,
'is_draft': obj.is_draft,
'tags': obj.tags or [],
# TODO: bulk load favorites
'updated_at': obj.updated_at,
'created_at': obj.created_at,
'version': obj.version
}
if with_favorite_state:
d['is_favorite'] = models.Favorite.is_favorite(current_user.id, obj)
return d
def test_get_dashboard(self):
d1 = self.factory.create_dashboard()
rv = self.make_request('get', '/api/dashboards/{0}'.format(d1.slug))
self.assertEquals(rv.status_code, 200)
expected = serialize_dashboard(d1, with_widgets=True, with_favorite_state=False)
actual = json_loads(rv.data)
self.assertResponseEqual(expected, actual)
def _get_definitions(self, schema, query):
results, error = self.run_query(query, None)
if error is not None:
raise Exception("Failed getting schema.")
results = json_loads(results)
build_schema(results, schema)
def _load_result(query_id):
from redash.authentication.org_resolving import current_org
from redash import models
query = models.Query.get_by_id_and_org(query_id, current_org)
require_access(query.data_source.groups, current_user, view_only)
query_result = models.QueryResult.get_by_id_and_org(query.latest_query_data_id, current_org)
return json_loads(query_result.data)
def test_get_dashboard_with_slug(self):
d1 = self.factory.create_dashboard()
rv = self.make_request("get", "/api/dashboards/{0}?legacy".format(d1.slug))
self.assertEqual(rv.status_code, 200)
expected = serialize_dashboard(d1, with_widgets=True, with_favorite_state=False)
actual = json_loads(rv.data)
self.assertResponseEqual(expected, actual)
def serialize_dashboard(obj,
with_widgets=False,
user=None,
with_favorite_state=True):
layout = json_loads(obj.layout)
widgets = []
if with_widgets:
for w in obj.widgets:
if w.visualization_id is None:
widgets.append(serialize_widget(w))
elif user and has_access(w.visualization.query_rel, user,
view_only):
widgets.append(serialize_widget(w))
else:
widget = project(
serialize_widget(w),
(
"id",
"width",
"dashboard_id",
"options",
"created_at",
"updated_at",
),
)
widget["restricted"] = True
widgets.append(widget)
else:
widgets = None
d = {
"id": obj.id,
"slug": obj.name_as_slug,
"name": obj.name,
"user_id": obj.user_id,
"user": {
"id": obj.user.id,
"name": obj.user.name,
"email": obj.user.email,
"profile_image_url": obj.user.profile_image_url,
},
"layout": layout,
"dashboard_filters_enabled": obj.dashboard_filters_enabled,
"widgets": widgets,
"options": obj.options,
"is_archived": obj.is_archived,
"is_draft": obj.is_draft,
"tags": obj.tags or [],
"updated_at": obj.updated_at,
"created_at": obj.created_at,
"version": obj.version,
}
return d
def render_template(self):
if not self.template:
return ''
data = json_loads(self.query_rel.latest_query_data.data)
context = {
'rows': data['rows'],
'cols': data['columns'],
'state': self.state
}
return mustache_render(self.template, context)
def get_databases(self):
query = "SHOW DATABASES"
results, error = self.run_query(query, None)
if error is not None:
raise Exception("Failed getting schema.")
results = json_loads(results)
return [row["namespace"] for row in results["rows"]]
def to_dict(self):
return {
'id': self.id,
'query_hash': self.query_hash,
'query': self.query_text,
'data': json_loads(self.data),
'data_source_id': self.data_source_id,
'runtime': self.runtime,
'retrieved_at': self.retrieved_at
}
def to_dict(self):
return {
'id': self.id,
'query_hash': self.query_hash,
'query': self.query_text,
'data': json_loads(self.data),
'data_source_id': self.data_source_id,
'runtime': self.runtime,
'retrieved_at': self.retrieved_at
}
def serialize_dashboard(obj,
with_widgets=False,
user=None,
with_favorite_state=True):
layout = json_loads(obj.layout)
widgets = []
if with_widgets:
for w in obj.widgets:
if w.visualization_id is None:
widgets.append(serialize_widget(w))
elif user and has_access(w.visualization.query_rel, user,
view_only):
widgets.append(serialize_widget(w))
else:
widget = project(
serialize_widget(w),
(
"id",
"width",
"dashboard_id",
"options",
"created_at",
"updated_at",
),
)
widget["restricted"] = True
widgets.append(widget)
else:
widgets = None
d = {
"id": obj.id,
"slug": obj.slug,
"name": obj.name,
"user_id": obj.user_id,
# TODO: we should properly load the users
"user": obj.user.to_dict(),
"layout": layout,
"dashboard_filters_enabled": obj.dashboard_filters_enabled,
"widgets": widgets,
"is_archived": obj.is_archived,
"is_draft": obj.is_draft,
"tags": obj.tags or [],
# TODO: bulk load favorites
"updated_at": obj.updated_at,
"created_at": obj.created_at,
"version": obj.version,
}
if with_favorite_state:
d["is_favorite"] = models.Favorite.is_favorite(current_user.id, obj)
return d
def get_databases(self):
query = "SHOW DATABASES"
results, error = self.run_query(query, None)
if error is not None:
raise Exception("Failed getting schema.")
results = json_loads(results)
first_column_name = results["columns"][0]["name"]
return [row[first_column_name] for row in results["rows"]]
def _load_result(query_id):
from redash.authentication.org_resolving import current_org
from redash import models
query = models.Query.get_by_id_and_org(query_id, current_org)
if query.data_source:
query_result = models.QueryResult.get_by_id_and_org(query.latest_query_data_id, current_org)
return json_loads(query_result.data)
else:
abort(400, message="This query is detached from any data source. Please select a different query.")
def _load_result(query_id, org):
from redash import models
query = models.Query.get_by_id_and_org(query_id, org)
if query.data_source:
query_result = models.QueryResult.get_by_id_and_org(
query.latest_query_data_id, org)
return json_loads(query_result.data)
else:
raise QueryDetachedFromDataSourceError(query_id)
def _get_spreadsheet_service(self):
scope = ["https://spreadsheets.google.com/feeds"]
key = json_loads(b64decode(self.configuration["jsonKeyFile"]))
creds = ServiceAccountCredentials.from_json_keyfile_dict(key, scope)
timeout_session = Session()
timeout_session.requests_session = TimeoutSession()
spreadsheetservice = gspread.Client(auth=creds, session=timeout_session)
spreadsheetservice.login()
return spreadsheetservice
def make_csv_content(self):
s = cStringIO.StringIO()
query_data = json_loads(self.data)
writer = csv.DictWriter(s, extrasaction="ignore", fieldnames=[col['name'] for col in query_data['columns']])
writer.writer = utils.UnicodeWriter(s)
writer.writeheader()
for row in query_data['rows']:
writer.writerow(row)
return s.getvalue()
def _load_result(query_id):
from redash.authentication.org_resolving import current_org
from redash import models
query = models.Query.get_by_id_and_org(query_id, current_org)
if query.data_source:
query_result = models.QueryResult.get_by_id_and_org(query.latest_query_data_id, current_org)
return json_loads(query_result.data)
else:
abort(400, message="This query is detached from any data source. Please select a different query.")
def make_csv_content(self):
s = cStringIO.StringIO()
query_data = json_loads(self.data)
writer = csv.DictWriter(s, extrasaction="ignore", fieldnames=[col['name'] for col in query_data['columns']])
writer.writer = utils.UnicodeWriter(s)
writer.writeheader()
for row in query_data['rows']:
writer.writerow(row)
return s.getvalue()
def run_query(self, query, user):
try:
error = None
logger.debug(query)
query_dict = json_loads(query)
index_name = query_dict.pop("index", "")
result_fields = query_dict.pop("result_fields", None)
if not self.server_url:
error = "Missing configuration key 'server'"
return None, error
url = "{0}/{1}/_search".format(self.server_url, index_name)
mapping_url = "{0}/{1}/_mapping".format(self.server_url,
index_name)
mappings, error = self._get_query_mappings(mapping_url)
if error:
return None, error
logger.debug("Using URL: %s", url)
logger.debug("Using query: %s", query_dict)
r = requests.get(url, json=query_dict, auth=self.auth)
r.raise_for_status()
logger.debug("Result: %s", r.json())
result_columns = []
result_rows = []
self._parse_results(mappings, result_fields, r.json(),
result_columns, result_rows)
json_data = json_dumps({
"columns": result_columns,
"rows": result_rows
})
except KeyboardInterrupt:
logger.exception(e)
error = "Query cancelled by user."
json_data = None
except requests.HTTPError as e:
logger.exception(e)
error = "Failed to execute query. Return Code: {0} Reason: {1}".format(
r.status_code, r.text)
json_data = None
except requests.exceptions.RequestException as e:
logger.exception(e)
error = "Connection refused"
json_data = None
return json_data, error
def serialize_dashboard(obj,
with_widgets=False,
user=None,
with_favorite_state=True):
layout = json_loads(obj.layout)
widgets = []
if with_widgets:
for w in obj.widgets:
if w.visualization_id is None:
widgets.append(serialize_widget(w))
elif user and has_access(w.visualization.query_rel, user,
view_only):
widgets.append(serialize_widget(w))
else:
widget = project(serialize_widget(w),
('id', 'width', 'dashboard_id', 'options',
'created_at', 'updated_at'))
widget['restricted'] = True
widgets.append(widget)
else:
widgets = None
d = {
'id': obj.id,
'slug': obj.slug,
'name': obj.name,
'user_id': current_user.id,
'created_by': obj.user.to_dict(),
'user': current_user.to_dict(),
'layout': layout,
'dashboard_filters_enabled': obj.dashboard_filters_enabled,
'widgets': widgets,
'is_archived': obj.is_archived,
'is_draft': obj.is_draft,
'tags': obj.tags or [],
'updated_at': obj.updated_at,
'created_at': obj.created_at,
'version': obj.version,
'background_image': obj.background_image,
'description': obj.description,
'type': obj.type or 'dashboard',
'folder_id': obj.folder_id
}
d['groups'] = [
g.to_dict(with_permissions_for=True)
for g in models.DashboardGroup.get_by_dashboard(obj)
]
return d
def _get_spreadsheet_service(self):
scope = [
'https://spreadsheets.google.com/feeds',
]
key = json_loads(b64decode(self.configuration['jsonKeyFile']))
creds = ServiceAccountCredentials.from_json_keyfile_dict(key, scope)
timeout_session = HTTPSession()
timeout_session.requests_session = TimeoutSession()
spreadsheetservice = gspread.Client(auth=creds, http_session=timeout_session)
spreadsheetservice.login()
return spreadsheetservice
def get_definition(self, base_url):
def_url = base_url + "adapter.json"
response, error = self.__get_json_response(def_url)
if error is not None:
return None, error
json_data = response.content.strip()
if json_data:
json_data_obj = json_loads(json_data)
return json_data_obj, None
else:
return None, "Got empty response from '{}'.".format(base_url)
def test_success(self):
d1 = self.factory.create_dashboard()
access_token = self.factory.create_access_token()
rv = self.make_request(
"get",
"/api/dashboards/embed/{}?access_token={}".format(d1.id, access_token),
)
self.assertEqual(rv.status_code, 200)
expected = public_dashboard(d1)
actual = json_loads(rv.data)
self.assertResponseEqual(expected, actual)
def _get_bigquery_service(self):
scope = [
"https://www.googleapis.com/auth/bigquery",
"https://www.googleapis.com/auth/drive"
]
key = json_loads(b64decode(self.configuration['jsonKeyFile']))
creds = ServiceAccountCredentials.from_json_keyfile_dict(key, scope)
http = httplib2.Http(timeout=settings.BIGQUERY_HTTP_TIMEOUT)
http = creds.authorize(http)
return build("bigquery", "v2", http=http)
def _get_bigquery_service(self):
scope = [
"https://www.googleapis.com/auth/bigquery",
"https://www.googleapis.com/auth/drive"
]
key = json_loads(b64decode(self.configuration['jsonKeyFile']))
creds = ServiceAccountCredentials.from_json_keyfile_dict(key, scope)
http = httplib2.Http(timeout=settings.BIGQUERY_HTTP_TIMEOUT)
http = creds.authorize(http)
return build("bigquery", "v2", http=http)
def get_query_results(user, query_id, bring_from_cache):
query = _load_query(user, query_id)
if bring_from_cache:
if query.latest_query_data_id is not None:
results = query.latest_query_data.data
else:
raise Exception("No cached result available for query {}.".format(query.id))
else:
results, error = query.data_source.query_runner.run_query(query.query_text, user)
if error:
raise Exception("Failed loading results for query id {}.".format(query.id))
return json_loads(results)
def get_query_results(user, query_id, bring_from_cache):
query = _load_query(user, query_id)
if bring_from_cache:
if query.latest_query_data_id is not None:
results = query.latest_query_data.data
else:
raise Exception("No cached result available for query {}.".format(query.id))
else:
results, error = query.data_source.query_runner.run_query(query.query_text, user)
if error:
raise Exception("Failed loading results for query id {}.".format(query.id))
return json_loads(results)
def public_widget(widget):
res = {
'id': widget.id,
'width': widget.width,
'options': json_loads(widget.options),
'text': widget.text,
'updated_at': widget.updated_at,
'created_at': widget.created_at
}
if widget.visualization and widget.visualization.id:
res['visualization'] = public_visualization(widget.visualization)
return res
def _get_tables(self, schema):
query_table = "select tbl_name from sqlite_master where type='table'"
query_columns = "PRAGMA table_info(%s)"
results, error = self.run_query(query_table, None)
if error is not None:
raise Exception("Failed getting schema.")
results = json_loads(results)
for row in results['rows']:
table_name = row['tbl_name']
schema[table_name] = {'name': table_name, 'columns': []}
results_table, error = self.run_query(query_columns % (table_name,), None)
if error is not None:
raise Exception("Failed getting schema.")
results_table = json_loads(results_table)
for row_column in results_table['rows']:
schema[table_name]['columns'].append(row_column['name'])
return schema.values()
def get_schema(self, refresh=False):
cache = None
if not refresh:
cache = redis_connection.get(self._schema_key)
if cache is None:
query_runner = self.query_runner
schema = sorted(query_runner.get_schema(get_stats=refresh), key=lambda t: t['name'])
redis_connection.set(self._schema_key, json_dumps(schema))
else:
schema = json_loads(cache)
return schema
def _get_tables(self, schema):
query_table = "select tbl_name from sqlite_master where type='table'"
query_columns = "PRAGMA table_info(%s)"
results, error = self.run_query(query_table, None)
if error is not None:
raise Exception("Failed getting schema.")
results = json_loads(results)
for row in results['rows']:
table_name = row['tbl_name']
schema[table_name] = {'name': table_name, 'columns': []}
results_table, error = self.run_query(query_columns % (table_name,), None)
if error is not None:
raise Exception("Failed getting schema.")
results_table = json_loads(results_table)
for row_column in results_table['rows']:
schema[table_name]['columns'].append(row_column['name'])
return list(schema.values())
def get_schema(self, get_stats=False):
query = """
select release_version from system.local;
"""
results, error = self.run_query(query, None)
results = json_loads(results)
release_version = results["rows"][0]["release_version"]
query = """
SELECT table_name, column_name
FROM system_schema.columns
WHERE keyspace_name ='{}';
""".format(
self.configuration["keyspace"]
)
if release_version.startswith("2"):
query = """
SELECT columnfamily_name AS table_name, column_name
FROM system.schema_columns
WHERE keyspace_name ='{}';
""".format(
self.configuration["keyspace"]
)
results, error = self.run_query(query, None)
results = json_loads(results)
schema = {}
for row in results["rows"]:
table_name = row["table_name"]
column_name = row["column_name"]
if table_name not in schema:
schema[table_name] = {"name": table_name, "columns": []}
schema[table_name]["columns"].append(column_name)
return list(schema.values())
def run_query(self, query, user):
try:
error = None
logger.debug(query)
query_dict = json_loads(query)
index_name = query_dict.pop("index", "")
result_fields = query_dict.pop("result_fields", None)
if not self.server_url:
error = "Missing configuration key 'server'"
return None, error
url = "{0}/{1}/_search".format(self.server_url, index_name)
mapping_url = "{0}/{1}/_mapping".format(self.server_url, index_name)
mappings, error = self._get_query_mappings(mapping_url)
if error:
return None, error
logger.debug("Using URL: %s", url)
logger.debug("Using query: %s", query_dict)
r = requests.get(url, json=query_dict, auth=self.auth)
r.raise_for_status()
logger.debug("Result: %s", r.json())
result_columns = []
result_rows = []
self._parse_results(mappings, result_fields, r.json(), result_columns, result_rows)
json_data = json_dumps({
"columns": result_columns,
"rows": result_rows
})
except KeyboardInterrupt:
logger.exception(e)
error = "Query cancelled by user."
json_data = None
except requests.HTTPError as e:
logger.exception(e)
error = "Failed to execute query. Return Code: {0} Reason: {1}".format(r.status_code, r.text)
json_data = None
except requests.exceptions.RequestException as e:
logger.exception(e)
error = "Connection refused"
json_data = None
return json_data, error
def get_schema(self, get_stats=False):
query = "MATCH (n) RETURN distinct keys(n) as x, labels(n) as y"
data, error = self.run_query(query, None)
if error is not None:
raise Exception("Failed getting schema.")
results = json_loads(data)
arr = []
schema = {}
for x in results["rows"]:
table_name = x["y"][0]
if table_name not in schema:
schema[table_name] = {'name': table_name, 'columns': []}
schema[table_name]['columns'] = list(
set(schema[table_name]['columns'] + x["x"]))
return list(schema.values())
def serialize_visualization(object, with_query=True):
d = {
'id': object.id,
'type': object.type,
'name': object.name,
'description': object.description,
'options': json_loads(object.options),
'updated_at': object.updated_at,
'created_at': object.created_at
}
if with_query:
d['query'] = serialize_query(object.query_rel)
return d
def serialize_widget(object):
d = {
'id': object.id,
'width': object.width,
'options': json_loads(object.options),
'dashboard_id': object.dashboard_id,
'text': object.text,
'updated_at': object.updated_at,
'created_at': object.created_at
}
if object.visualization and object.visualization.id:
d['visualization'] = serialize_visualization(object.visualization)
return d
def serialize_visualization(object, with_query=True):
d = {
'id': object.id,
'type': object.type,
'name': object.name,
'description': object.description,
'options': json_loads(object.options),
'updated_at': object.updated_at,
'created_at': object.created_at
}
if with_query:
d['query'] = serialize_query(object.query_rel)
return d
def serialize_widget(object):
d = {
'id': object.id,
'width': object.width,
'options': json_loads(object.options),
'dashboard_id': object.dashboard_id,
'text': object.text,
'updated_at': object.updated_at,
'created_at': object.created_at
}
if object.visualization and object.visualization.id:
d['visualization'] = serialize_visualization(object.visualization)
return d
def get_schema(self, refresh=False):
key = "data_source:schema:{}".format(self.id)
cache = None
if not refresh:
cache = redis_connection.get(key)
if cache is None:
query_runner = self.query_runner
schema = sorted(query_runner.get_schema(get_stats=refresh), key=lambda t: t['name'])
redis_connection.set(key, json_dumps(schema))
else:
schema = json_loads(cache)
return schema
def _get_definitions(self, schema, query):
results, error = self.run_query(query, None)
if error is not None:
raise Exception("Failed getting schema.")
results = json_loads(results)
for row in results['rows']:
if row['table_schema'] != 'public':
table_name = u'{}.{}'.format(row['table_schema'], row['table_name'])
else:
table_name = row['table_name']
if table_name not in schema:
schema[table_name] = {'name': table_name, 'columns': []}
schema[table_name]['columns'].append(row['column_name'])
def _get_tables(self, schema):
query = "SELECT database, table, name FROM system.columns WHERE database NOT IN ('system')"
results, error = self.run_query(query, None)
if error is not None:
raise Exception("Failed getting schema.")
results = json_loads(results)
for row in results['rows']:
table_name = '{}.{}'.format(row['database'], row['table'])
if table_name not in schema:
schema[table_name] = {'name': table_name, 'columns': []}
schema[table_name]['columns'].append(row['name'])
return schema.values()
def evaluate(self):
data = json_loads(self.query_rel.latest_query_data.data)
if data['rows'] and self.options['column'] in data['rows'][0]:
value = data['rows'][0][self.options['column']]
op = self.options['op']
if op == 'greater than' and value > self.options['value']:
new_state = self.TRIGGERED_STATE
elif op == 'less than' and value < self.options['value']:
new_state = self.TRIGGERED_STATE
elif op == 'equals' and value == self.options['value']:
new_state = self.TRIGGERED_STATE
else:
new_state = self.OK_STATE
else:
new_state = self.UNKNOWN_STATE
return new_state
def serialize_query_result_to_csv(query_result):
s = cStringIO.StringIO()
query_data = json_loads(query_result.data)
fieldnames, special_columns = _get_column_lists(query_data['columns'])
writer = csv.DictWriter(s, extrasaction="ignore", fieldnames=fieldnames)
writer.writer = UnicodeWriter(s)
writer.writeheader()
for row in query_data['rows']:
for col_name, converter in special_columns.iteritems():
if col_name in row:
row[col_name] = converter(row[col_name])
writer.writerow(row)
return s.getvalue()
def serialize_dashboard(obj, with_widgets=False, user=None, with_favorite_state=True):
layout = json_loads(obj.layout)
widgets = []
if with_widgets:
for w in obj.widgets:
if w.visualization_id is None:
widgets.append(serialize_widget(w))
elif user and has_access(w.visualization.query_rel, user, view_only):
widgets.append(serialize_widget(w))
else:
widget = project(serialize_widget(w),
('id', 'width', 'dashboard_id', 'options', 'created_at', 'updated_at'))
widget['restricted'] = True
widgets.append(widget)
else:
widgets = None
d = {
'id': obj.id,
'slug': obj.slug,
'name': obj.name,
'user_id': obj.user_id,
# TODO: we should properly load the users
'user': obj.user.to_dict(),
'layout': layout,
'dashboard_filters_enabled': obj.dashboard_filters_enabled,
'widgets': widgets,
'is_archived': obj.is_archived,
'is_draft': obj.is_draft,
'tags': obj.tags or [],
# TODO: bulk load favorites
'updated_at': obj.updated_at,
'created_at': obj.created_at,
'version': obj.version
}
if with_favorite_state:
d['is_favorite'] = models.Favorite.is_favorite(current_user.id, obj)
return d
def outdated_queries():
manager_status = redis_connection.hgetall('redash:status')
query_ids = json_loads(manager_status.get('query_ids', '[]'))
if query_ids:
outdated_queries = (
models.Query.query.outerjoin(models.QueryResult)
.filter(models.Query.id.in_(query_ids))
.order_by(models.Query.created_at.desc())
)
else:
outdated_queries = []
record_event(current_org, current_user._get_current_object(), {
'action': 'list',
'object_type': 'outdated_queries',
})
response = {
'queries': QuerySerializer(outdated_queries, with_stats=True, with_last_modified_by=False).serialize(),
'updated_at': manager_status['last_refresh_at'],
}
return json_response(response)
def serialize_query_result_to_xlsx(query_result):
s = cStringIO.StringIO()
query_data = json_loads(query_result.data)
book = xlsxwriter.Workbook(s, {'constant_memory': True})
sheet = book.add_worksheet("result")
column_names = []
for (c, col) in enumerate(query_data['columns']):
sheet.write(0, c, col['name'])
column_names.append(col['name'])
for (r, row) in enumerate(query_data['rows']):
for (c, name) in enumerate(column_names):
v = row.get(name)
if isinstance(v, list) or isinstance(v, dict):
v = str(v).encode('utf-8')
sheet.write(r + 1, c, v)
book.close()
return s.getvalue()