I am trying to solve Q.22 on this page. The dataset is here
Q.22 Write a MongoDB query to find the restaurant Id, name, and grades for those restaurants which achieved a grade of "A" and scored 11 on an ISODate "2014-08-11T00:00:00Z" among many of survey dates
Data is in the form as:
[
{
"_key": "2451925",
"_id": "restaurants/2451925",
"_rev": "_buC4Kd2---",
"address": {
"building": "1007",
"coord": [
-73.856077,
40.848447
],
"street": "Morris Park Ave",
"zipcode": "10462"
},
"borough": "Bronx",
"cuisine": "Bakery",
"grades": [
{
"date": {
"$date": 1393804800000
},
"grade": "A",
"score": 2
},
{
"date": {
"$date": 1378857600000
},
"grade": "A",
"score": 6
},
{
"date": {
"$date": 1358985600000
},
"grade": "A",
"score": 10
},
{
"date": {
"$date": 1322006400000
},
"grade": "A",
"score": 9
},
{
"date": {
"$date": 1299715200000
},
"grade": "B",
"score": 14
}
],
"name": "Morris Park Bake Shop",
"restaurant_id": "30075445"
},
{
"_key": "2451926",
"_id": "restaurants/2451926",
"_rev": "_buC4Kd2--A",
"address": {
"building": "469",
"coord": [
-73.961704,
40.662942
],
"street": "Flatbush Avenue",
"zipcode": "11225"
},
"borough": "Brooklyn",
"cuisine": "Hamburgers",
"grades": [
{
"date": {
"$date": 1419897600000
},
"grade": "A",
"score": 8
},
{
"date": {
"$date": 1404172800000
},
"grade": "B",
"score": 23
},
{
"date": {
"$date": 1367280000000
},
"grade": "A",
"score": 12
},
{
"date": {
"$date": 1336435200000
},
"grade": "A",
"score": 12
}
],
"name": "Wendy'S",
"restaurant_id": "30112340"
}]
I am trying to filter out dates with the given ISODate above. I'm using the date_timestamp function to convert the above to the way the dates are stored in the data.
I am not able to filter the dates as they seem to be wrapped in {"$date":1393804800000}. Trying a loop within g says that an object is found instead of a collection or array. Applying a filter and checking equality with the date_timestamp() returns arrays of nulls [],[] etc.
for r in restaurants
for g in r.grades
let d=date_timestamp("2014-08-11T00:00:00Z")
return {date:g.date,target_date:d}
Please Help, Thank you
You have to filter for the field inside the object:
LET target_date = DATE_TIMESTAMP('2014-08-11T00:00:00Z')
FOR r IN restaurants
FOR g IN r.grades
FILTER g.date.$date == target_date
RETURN {date: g.date}