124 lines
3.9 KiB
Python
124 lines
3.9 KiB
Python
def mangrove_by_country_latest():
|
|
pipeline = [
|
|
{
|
|
"$match": {"year": "2020"},
|
|
},
|
|
]
|
|
return pipeline
|
|
|
|
|
|
def mangrove_by_country_agg(query):
|
|
pipeline = [
|
|
{"$match": {"country_with_parent": query["country_with_parent"]}},
|
|
{
|
|
"$group": {
|
|
"_id": {"country_with_parent": "$country_with_parent", "year": "$year"},
|
|
"total_pixels": {"$sum": "$total_n_pixels"},
|
|
}
|
|
},
|
|
{
|
|
"$project": {
|
|
"_id": 0,
|
|
"country_with_parent": "$_id.country_with_parent",
|
|
"year": "$_id.year",
|
|
"total_pixels": 1,
|
|
}
|
|
},
|
|
{"$sort": {"year": 1}},
|
|
]
|
|
return pipeline
|
|
|
|
|
|
def bitcoin_business_growth_timeseries(query):
|
|
pipeline = [
|
|
{
|
|
"$match": {
|
|
"days_ago": {"$lte": int(query["days_ago"])},
|
|
"country_name": query["country_name"],
|
|
}
|
|
},
|
|
{
|
|
"$project": {
|
|
"country_name": "$country_name",
|
|
"date": "$date",
|
|
"cumulative_value": "$cumulative_value",
|
|
}
|
|
},
|
|
{"$sort": {"country_name": 1, "days_ago": 1}},
|
|
]
|
|
return pipeline
|
|
|
|
|
|
def bitcoin_business_growth_percent_diff_days_ago(query):
|
|
pipeline = [
|
|
{"$match": {"days_ago": {"$lte": int(query["days_ago"])}}},
|
|
{"$sort": {"country_name": 1, "days_ago": 1}},
|
|
{
|
|
"$group": {
|
|
"_id": "$country_name",
|
|
"firstValue": {"$first": "$cumulative_value"},
|
|
"lastValue": {"$last": "$cumulative_value"},
|
|
"firstDate": {"$min": "$date"},
|
|
"lastDate": {"$max": "$date"},
|
|
}
|
|
},
|
|
{
|
|
"$project": {
|
|
"country_name": "$_id",
|
|
"first_value": "$firstValue",
|
|
"last_value": "$lastValue",
|
|
"difference": {
|
|
"$subtract": [
|
|
{"$toDouble": "$firstValue"},
|
|
{"$toDouble": "$lastValue"},
|
|
]
|
|
},
|
|
"first_date": "$firstDate",
|
|
"last_date": "$lastDate",
|
|
"percent_difference": {
|
|
"$cond": {
|
|
"if": {"$eq": [{"$toDouble": "$lastValue"}, 0]},
|
|
"then": {
|
|
"$cond": {
|
|
"if": {"$gt": [{"$toDouble": "$firstValue"}, 0]},
|
|
"then": "new",
|
|
"else": "none",
|
|
}
|
|
},
|
|
"else": {
|
|
"$round": [
|
|
{
|
|
"$multiply": [
|
|
{
|
|
"$divide": [
|
|
{
|
|
"$subtract": [
|
|
{"$toDouble": "$firstValue"},
|
|
{"$toDouble": "$lastValue"},
|
|
]
|
|
},
|
|
{"$toDouble": "$lastValue"},
|
|
]
|
|
},
|
|
100,
|
|
]
|
|
}
|
|
]
|
|
},
|
|
}
|
|
},
|
|
}
|
|
},
|
|
]
|
|
return pipeline
|
|
|
|
|
|
def bitcoin_business_growth_latest(query):
|
|
pipeline = [
|
|
{
|
|
"$match": query["filter"],
|
|
},
|
|
{"$sort": {"date": 1}},
|
|
]
|
|
return pipeline
|