mirror of
https://github.com/chanzuckerberg/cellxgene.git
synced 2026-09-30 02:28:12 +08:00
add GET routes for expression data (#1387)
* add GET routes for expression data * fix comment typo
This commit is contained in:
@@ -198,6 +198,11 @@ class DataVarAPI(Resource):
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def put(self, data_adaptor):
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return common_rest.data_var_put(request, data_adaptor)
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@cache_control(public=True, max_age=ONE_WEEK)
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@rest_get_data_adaptor
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def get(self, data_adaptor):
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return common_rest.data_var_get(request, data_adaptor)
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class DiffExpObsAPI(Resource):
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@cache_control(no_store=True)
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@@ -3,6 +3,7 @@ from http import HTTPStatus
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import copy
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import logging
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from flask import make_response, jsonify, current_app, abort
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from werkzeug.urls import url_unquote
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from server.common.constants import Axis, DiffExpMode, JSON_NaN_to_num_warning_msg
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from server.common.errors import (
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FilterError,
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@@ -31,6 +32,70 @@ def abort_and_log(code, logmsg, loglevel=logging.DEBUG, include_exc_info=False):
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return abort(code)
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def _query_parameter_to_filter(args):
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"""
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Convert an annotation value filter, if present in the query args,
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into the standard dict filter format used by internal code.
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Query param filters look like: <axis>:name=value, where value
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may be one of:
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- a range, min,max, where either may be an open range by using an asterisc, eg, 10,*
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- a value
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Eg,
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...?tissue=lung&obs:tissue=heart&obs:num_reads=1000,*
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"""
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filters = {
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"obs": {},
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"var": {},
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}
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# args has already been url-unquoted once. We assume double escaping
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# on name and value.
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try:
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for key, value in args.items(multi=True):
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axis, name = key.split(':')
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if axis not in ("obs", "var"):
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raise FilterError("unknown filter axis")
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name = url_unquote(name)
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current = filters[axis].setdefault(name, {"name": name})
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val_split = value.split(',')
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if len(val_split) == 1:
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if 'min' in current or 'max' in current:
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raise FilterError("do not mix range and value filters")
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value = url_unquote(value)
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values = current.setdefault("values", [])
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values.append(value)
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elif len(val_split) == 2:
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if len(current) > 1:
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raise FilterError("duplicate range specification")
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min = url_unquote(val_split[0])
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max = url_unquote(val_split[1])
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if min != '*':
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current["min"] = float(min)
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if max != "*":
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current["max"] = float(max)
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if len(current) < 2:
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raise FilterError("must specify at least min or max in range filter")
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else:
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raise FilterError("badly formated filter value")
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except ValueError as e:
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raise FilterError(str(e))
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result = {}
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for axis in ("obs", "var"):
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axis_filter = filters[axis]
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if len(axis_filter) > 0:
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result[axis] = {
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"annotation_value": [val for val in axis_filter.values()]
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}
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return result
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def schema_get_helper(data_adaptor, annotations):
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"""helper function to gather the schema from the data source and annotations"""
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schema = data_adaptor.get_schema()
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@@ -143,6 +208,22 @@ def data_var_put(request, data_adaptor):
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return abort_and_log(HTTPStatus.BAD_REQUEST, str(e), include_exc_info=True)
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def data_var_get(request, data_adaptor):
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preferred_mimetype = request.accept_mimetypes.best_match(["application/octet-stream"])
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if preferred_mimetype != "application/octet-stream":
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return abort(HTTPStatus.NOT_ACCEPTABLE)
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try:
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filter = _query_parameter_to_filter(request.args)
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return make_response(
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data_adaptor.data_frame_to_fbs_matrix(filter, axis=Axis.VAR),
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HTTPStatus.OK,
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{"Content-Type": "application/octet-stream"},
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)
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except (FilterError, ValueError, ExceedsLimitError) as e:
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return abort_and_log(HTTPStatus.BAD_REQUEST, str(e), include_exc_info=True)
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def diffexp_obs_post(request, data_adaptor):
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if not data_adaptor.config.diffexp__enable:
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return abort(HTTPStatus.NOT_IMPLEMENTED)
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@@ -206,6 +206,13 @@ class EndPoints(object):
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result = self.session.put(url, headers=header)
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self.assertEqual(result.status_code, HTTPStatus.BAD_REQUEST)
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def test_data_get_fbs(self):
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endpoint = f"data/var"
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url = f"{self.URL_BASE}{endpoint}"
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header = {"Accept": "application/octet-stream"}
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result = self.session.get(url, headers=header)
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self.assertEqual(result.status_code, HTTPStatus.BAD_REQUEST)
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def test_data_put_filter_fbs(self):
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endpoint = f"data/var"
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url = f"{self.URL_BASE}{endpoint}"
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@@ -222,6 +229,19 @@ class EndPoints(object):
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self.assertEqual(len(df["columns"]), df["n_cols"])
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self.assertListEqual(df["col_idx"].tolist(), [0, 1, 4])
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def test_data_get_filter_fbs(self):
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index_col_name = self.schema["schema"]["annotations"]["var"]["index"]
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query = f"var:{index_col_name}=SIK1"
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endpoint = f"data/var"
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url = f"{self.URL_BASE}{endpoint}?{query}"
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header = {"Accept": "application/octet-stream"}
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result = self.session.get(url, headers=header)
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self.assertEqual(result.status_code, HTTPStatus.OK)
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self.assertEqual(result.headers["Content-Type"], "application/octet-stream")
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df = decode_fbs.decode_matrix_FBS(result.content)
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self.assertEqual(df["n_rows"], 2638)
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self.assertEqual(df["n_cols"], 1)
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def test_data_put_single_var(self):
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endpoint = f"data/var"
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url = f"{self.URL_BASE}{endpoint}"
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@@ -0,0 +1,83 @@
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import unittest
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from urllib.parse import parse_qs
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from werkzeug.datastructures import MultiDict
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from server.common.rest import _query_parameter_to_filter
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from server.common.errors import FilterError
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def _qsparse(qs):
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""" emulate what Flask/Werkzeug do to our QS """
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return MultiDict(parse_qs(qs))
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class FilterParseTests(unittest.TestCase):
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""" Test cases for various filter parsing """
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def test_queryparam_to_filter_parse(self):
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# categories
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self.assertEqual(_query_parameter_to_filter(_qsparse("obs:foo=bar&var:baz=133&var:baz=A&obs:baz=foo")), {
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"obs": {
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"annotation_value": [
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{"name": "foo", "values": ["bar"]},
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{"name": "baz", "values": ["foo"]},
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]
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},
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"var": {
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"annotation_value": [
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{"name": "baz", "values": ["133", "A"]}
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]
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}
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})
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# ranges
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self.assertEqual(_query_parameter_to_filter(_qsparse("obs:A=1,99&obs:B=*,100&obs:C=0,*")), {
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"obs": {
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"annotation_value": [
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{"name": "A", "min": 1, "max": 99.},
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{"name": "B", "max": 100.},
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{"name": "C", "min": 0.},
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]
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},
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})
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# combo
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self.assertEqual(_query_parameter_to_filter(_qsparse("var:B=YES&var:A=1,99&var:B=NO")), {
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"var": {
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"annotation_value": [
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{"name": "B", "values": ["YES", "NO"]},
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{"name": "A", "min": 1., "max": 99.},
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]
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},
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})
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def test_queryparam_to_filter_escaping(self):
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self.assertEqual(_query_parameter_to_filter(_qsparse("obs:var=%2521%252C%253AOK%253D&obs:A%2521=YO")), {
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"obs": {
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"annotation_value": [
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{"name": "var", "values": ["!,:OK="]},
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{"name": "A!", "values": ["YO"]},
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],
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},
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})
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def test_queryparam_to_filter_errors(self):
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# should raise FilterError
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filter_errors = [
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"foo=bar", # no axis
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"X=&Y=3", # no value
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"X&Y=3", # no value
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"moo:foo=bar", # bad axis
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"obs:x=1,A", # non-numeric range
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"var:X=1,2&var:X=3,4", # duplicate ranges
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"var:Y=,",
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"var:Y=2,",
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"var:Y=,5",
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"var:Y=*,",
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"var:Y=,*",
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"var:Y=*,*",
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]
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for qs in filter_errors:
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with self.assertRaises(FilterError):
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_query_parameter_to_filter(_qsparse(qs))
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