def inspect(self, format_settings=None):
catalog = server.get(self.uri).json()
schema = FrameSchema.from_strings_to_types(catalog["metadata"]['columns'])
data = catalog["data"]
self.rows = map(lambda row: Row(schema, row), data)
default_format_setting = ui.InspectSettings(wrap=len(schema), truncate=10, width=200)
format_settings = default_format_setting if format_settings is None else format_settings
return RowsInspection(data, schema, 0, format_settings)
def query(self, query_url):
"""
Issues the query_request to the server
"""
logger.info("Issuing query " + query_url)
try:
response = server.get(query_url)
except:
# do a single retry
response = server.get(query_url)
response_json = response.json()
schema = response_json["result"]["schema"]['columns']
if response_json["complete"]:
data = response_json["result"]["data"]
return QueryResult(data, schema)
else:
command = self.poll_command_info(response)
#retreive the data
printer = ProgressPrinter()
total_pages = command.result["total_pages"] + 1
start = 1
data = []
for i in range(start, total_pages):
next_partition = self.get_query_response(command.id_number, i)
data_in_page = next_partition.result["data"]
data.extend(data_in_page)
#if the total pages is greater than 10 display a progress bar
if total_pages > 5:
finished = i == (total_pages - 1)
if not finished:
time.sleep(.5)
progress = [{
"progress": (float(i) / (total_pages - 1)) * 100,
"tasks_info": {
"retries": 0
}
}]
printer.print_progress(progress, finished)
return QueryResult(data, schema)
def query(self, query_url):
"""
Issues the query_request to the server
"""
logger.info("Issuing query " + query_url)
try:
response = server.get(query_url)
except:
# do a single retry
response = server.get(query_url)
response_json = response.json()
schema = response_json["result"]["schema"]['columns']
if response_json["complete"]:
data = response_json["result"]["data"]
return QueryResult(data, schema)
else:
command = self.poll_command_info(response)
#retreive the data
printer = ProgressPrinter()
total_pages = command.result["total_pages"] + 1
start = 1
data = []
for i in range(start, total_pages):
next_partition = self.get_query_response(command.id_number, i)
data_in_page = next_partition.result["data"]
data.extend(data_in_page)
#if the total pages is greater than 10 display a progress bar
if total_pages > 5:
finished = i == (total_pages - 1)
if not finished:
time.sleep(.5)
progress = [{
"progress": (float(i)/(total_pages - 1)) * 100,
"tasks_info": {
"retries": 0
}
}]
printer.print_progress(progress, finished)
return QueryResult(data, schema)
def inspect(self, format_settings=None):
catalog = server.get(self.uri).json()
schema = FrameSchema.from_strings_to_types(
catalog["metadata"]['columns'])
data = catalog["data"]
self.rows = map(lambda row: Row(schema, row), data)
default_format_setting = ui.InspectSettings(wrap=len(schema),
truncate=10,
width=200)
format_settings = default_format_setting if format_settings is None else format_settings
return RowsInspection(data, schema, 0, format_settings)
def get_query_response(self, id, partition):
"""
Attempt to get the next partition of data as a CommandInfo Object. Allow for several retries
:param id: Query ID
:param partition: Partition number to pull
"""
max_retries = 20
for i in range(max_retries):
try:
info = CommandInfo(server.get("queries/%s/data/%s" % (id, partition)).json())
return info
except HTTPError as e:
time.sleep(5)
if i == max_retries - 1:
raise e
def default_repr(self, collection_name):
"""Default __repr__ for a synthesized class"""
entity = type(self).__name__
try:
from trustedanalytics.rest.atkserver import server
uri = server.create_full_uri(self.uri)
response = server.get(uri).json()
name = response.get('name', None)
if name:
details = ' "%s"' % response['name']
else:
details = ' <unnamed@%s>' % response['uri']
except:
raise
#details = " (Unable to collect details from server)"
return entity + details
def get_query_response(self, id, partition):
"""
Attempt to get the next partition of data as a CommandInfo Object. Allow for several retries
:param id: Query ID
:param partition: Partition number to pull
"""
max_retries = 20
for i in range(max_retries):
try:
info = CommandInfo(
server.get("queries/%s/data/%s" % (id, partition)).json())
return info
except HTTPError as e:
time.sleep(5)
if i == max_retries - 1:
raise e
def default_repr(self, collection_name):
"""Default __repr__ for a synthesized class"""
entity = type(self).__name__
try:
from trustedanalytics.rest.atkserver import server
uri = server.create_full_uri(collection_name + "/" + str(self._id))
response = server.get(uri).json()
name = response.get('name', None)
if name:
details = ' "%s"' % response['name']
else:
details = ' <unnamed@%s>' % response['id']
except:
raise
#details = " (Unable to collect details from server)"
return entity + details
def _get_model_info(self):
response = server.get(self._get_model_full_uri())
return ModelInfo(response.json())
def _get_command_info(uri):
response = server.get(uri)
return CommandInfo(response.json())
def _get_command_info(uri):
response = server.get(uri)
return CommandInfo(response.json())