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adding activedata query_runner (re getredash#83)
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Allen Short
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Jul 25, 2018
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Original file line number | Diff line number | Diff line change |
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import json | ||
import logging | ||
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import requests | ||
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from redash.query_runner import TYPE_INTEGER, TYPE_STRING, TYPE_FLOAT, BaseSQLQueryRunner, register | ||
from redash.utils import JSONEncoder | ||
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#Originally written by Github user @klahnakoski | ||
#Original link: https://github.com/klahnakoski/ActiveData-redash-query-runner/blob/c0e7286c09c6f1eb6746a6c7cca581bea79f4757/active_data.py | ||
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logger = logging.getLogger(__name__) | ||
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types_map = { | ||
bool: TYPE_INTEGER, | ||
str: TYPE_STRING, | ||
unicode: TYPE_STRING, | ||
dict: TYPE_STRING, | ||
list: TYPE_STRING, | ||
int: TYPE_INTEGER, | ||
long: TYPE_INTEGER, | ||
float: TYPE_FLOAT, | ||
"string": TYPE_STRING, | ||
"object": TYPE_STRING, | ||
"long": TYPE_STRING, | ||
"double": TYPE_FLOAT, | ||
"integer": TYPE_FLOAT | ||
} | ||
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class ActiveData(BaseSQLQueryRunner): | ||
noop_query = "SELECT 1" | ||
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@classmethod | ||
def configuration_schema(cls): | ||
return { | ||
"type": "object", | ||
"properties": { | ||
"host_url": { | ||
"type": "string", | ||
"title": "Host URL", | ||
"default": "https://activedata.allizom.org:80", | ||
"info": "Please include a port. Do not end with a trailing slash." | ||
}, | ||
"doc_url": { | ||
"type": "string", | ||
"title": "Documentation URL", | ||
"default": "https://github.com/klahnakoski/ActiveData/tree/dev/docs" | ||
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}, | ||
"toggle_table_string": { | ||
"type": "string", | ||
"title": "Toggle Table String", | ||
"default": "_v", | ||
"info": "This string will be used to toggle visibility of tables in the schema browser when editing a query in order to remove non-useful tables from sight." | ||
} | ||
}, | ||
"required": ["host_url"] | ||
} | ||
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@classmethod | ||
def name(cls): | ||
return "ActiveData" | ||
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@classmethod | ||
def type(cls): | ||
return "activedata" | ||
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@classmethod | ||
def enabled(cls): | ||
return True | ||
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def _get_tables(self, schema): | ||
query = { | ||
"from": "meta.columns", | ||
"select": [ | ||
"name", | ||
"type", | ||
"table" | ||
], | ||
"where": {"not": {"prefix": {"es_index": "meta."}}}, | ||
"limit": 1000, | ||
"format": "list" | ||
} | ||
results = self.run_jx_query(query, None) | ||
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for row in results['data']: | ||
table_name = row['table'] | ||
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if table_name not in schema: | ||
schema[table_name] = {'name': table_name, 'columns': []} | ||
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schema[table_name]['columns'].append(row['name'] + ' (' + types_map.get(row['type'], TYPE_STRING) + ')') | ||
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return [{'name': r['name'], 'columns': sorted(r['columns'])} for r in schema.values()] | ||
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def run_jx_query(self, query, user): | ||
data = json.dumps(query, ensure_ascii=False) | ||
result = requests.post(self.configuration['host_url']+"/query", data=data) | ||
response = json.loads(result.content) | ||
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if response.get('type') == "ERROR": | ||
cause = find_cause(response) | ||
raise Exception(cause) | ||
return response | ||
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def run_query(self, annotated_query, user): | ||
request = {} | ||
comment, request["sql"] = annotated_query.split("*/", 2) | ||
meta = request['meta'] = {} | ||
for kv in comment.strip()[2:].split(","): | ||
k, v = [s.strip() for s in kv.split(':')] | ||
meta[k] = v | ||
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logger.debug("Send ActiveData a SQL query: %s", request['sql']) | ||
data = json.dumps(request, ensure_ascii=False) | ||
result = requests.post(self.configuration['host_url']+"/sql", data=data) | ||
response = json.loads(result.content) | ||
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if response.get('type') == "ERROR": | ||
cause = find_cause(response) | ||
return None, cause | ||
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output = normalize(response) | ||
json_data = json.dumps(output, cls=JSONEncoder) | ||
return json_data, None | ||
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def normalize(table): | ||
columns = {} # MAP FROM name TO (MAP FROM type TO (full_name)) | ||
output = [] | ||
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def get_unique_name(name, type): | ||
all_types = columns.get(name) | ||
if all_types is None: | ||
all_types = columns[name] = {} | ||
specific_type = all_types.get(type) | ||
if specific_type is None: | ||
if all_types: | ||
specific_type = all_types[type] = name + "." + type | ||
else: | ||
specific_type = all_types[type] = name | ||
return specific_type | ||
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for r in table['data']: | ||
new_row = {} | ||
for i, cname in enumerate(table['header']): | ||
val = r[i] | ||
if val is None: | ||
continue | ||
type_ = val.__class__ | ||
if isinstance(val, (dict, list)): | ||
val = json.dumps(val, cls=JSONEncoder) | ||
col = get_unique_name(cname, types_map.get(type(val), TYPE_STRING)) | ||
new_row[col] = val | ||
output.append(new_row) | ||
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output_columns = [ | ||
{ | ||
"name": full_name, | ||
"type": ctype, | ||
"friendly_name": full_name | ||
} | ||
for cname, types in columns.items() | ||
for ctype, full_name in types.items() | ||
] | ||
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return { | ||
'columns': output_columns, | ||
'rows': output | ||
} | ||
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def find_cause(e): | ||
while e.get('cause') is not None: | ||
c = e['cause'] | ||
if isinstance(c, list): | ||
e = c[0] | ||
else: | ||
e = c | ||
return e.get('template') | ||
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register(ActiveData) |
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