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Simple query fail

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Hi so I have a simple table as

\d sensor_values_days;
                  Table "public.sensor_values_days"
  Column   |           Type           |          Modifiers
-----------+--------------------------+------------------------------
 ts        | timestamp with time zone | not null
 value     | double precision         | not null default 'NaN'::real
 sensor_id | integer                  | not null
Indexes:
    "timestamp_id_index" UNIQUE CONSTRAINT, btree (ts, sensor_id)
Foreign-key constraints:
    "sensor_values_days_sensor_id_fkey" FOREIGN KEY (sensor_id)
REFERENCES sensors(id)


and I have a simple query that fails

Ie

SELECT sensor_id, MAX(ts), date_trunc('day', ts), COALESCE(MAX(value),
'NaN')::float FROM sensor_values_days WHERE ts > '2017-10-06
00:01:01+00' AND ts < '2017-10-06 23:59:59+00' GROUP BY 1, 3 ORDER BY
1, 2;
 sensor_id | max | date_trunc | coalesce
-----------+-----+------------+----------
(0 rows)


If I remove the timezone part of the start date I get results.

Ie

SELECT sensor_id, MAX(ts), date_trunc('day', ts), COALESCE(MAX(value),
'NaN')::float FROM sensor_values_days WHERE ts > '2017-10-06 00:01:01'
AND ts < '2017-10-06 23:59:59+00' GROUP BY 1, 3 ORDER BY 1, 2;
 sensor_id |          max           |       date_trunc       | coalesce
-----------+------------------------+------------------------+----------
    597551 | 2017-10-06 01:00:00+01 | 2017-10-06 00:00:00+01 |    13763
    597552 | 2017-10-06 01:00:00+01 | 2017-10-06 00:00:00+01 |     8168
    597553 | 2017-10-06 01:00:00+01 | 2017-10-06 00:00:00+01 |     9441
....
...
..

I'm sure I am doing something silly but can't see what.
Does anyone know what is going on here ?

I am using Postgres 9.5

Thanks


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