Difference between revisions of "FIND basics"
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| − | + | <pre class="setup"> | |
| − | <pre class=setup> | ||
#ENCODING | #ENCODING | ||
import io | import io | ||
| Line 16: | Line 15: | ||
==Working with the <code>world</code> collection of countries== | ==Working with the <code>world</code> collection of countries== | ||
| − | <p> | + | <p>This tutorial introduces NoSQL using MonogDB and PyMongo under Python3.4. We will be using the <code>find()</code> command and comparison functions on the collection '''world''' which contains details of around 250 countries of the world:</p> |
| − | + | [[FIND examples]] are available. | |
<div class='extra_space' style='width:1em; height:6em;'></div> | <div class='extra_space' style='width:1em; height:6em;'></div> | ||
<div class=q data-lang="py3"> | <div class=q data-lang="py3"> | ||
| Line 24: | Line 23: | ||
<pre class=def> | <pre class=def> | ||
pp.pprint( | pp.pprint( | ||
| − | db.world.find() | + | db.world.find()[0] |
) | ) | ||
</pre> | </pre> | ||
| Line 33: | Line 32: | ||
<div class=q data-lang="py3"> | <div class=q data-lang="py3"> | ||
| − | + | <p class=strong>List all the countries in the continent of Asia</p> | |
| − | <p class=strong> | ||
<pre class=def> | <pre class=def> | ||
| + | pp.pprint(list( | ||
| + | db.world.find({},{"capital":1, "_id":0}) | ||
| + | )) | ||
</pre> | </pre> | ||
<div class=ans> | <div class=ans> | ||
| − | pp.pprint(list(db.world.find( | + | pp.pprint(list(db.world.find({"continent":"Asia"}, {"_id":0, "name":1}))) |
</div> | </div> | ||
</div> | </div> | ||
<div class=q data-lang="py3"> | <div class=q data-lang="py3"> | ||
| − | <p class=strong>List | + | <p class=strong>List the countries in Europe that start with the letter "S"</p> |
<pre class=def> | <pre class=def> | ||
</pre> | </pre> | ||
<div class=ans> | <div class=ans> | ||
| − | pp.pprint(list(db.world.find({"continent":" | + | pp.pprint(list( |
| + | db.world.find({"name":{'$regex':"^S"}, | ||
| + | "continent":"Europe"},{"name":1, "_id":0}) | ||
| + | )) | ||
</div> | </div> | ||
</div> | </div> | ||
| Line 84: | Line 88: | ||
<div class=ans> | <div class=ans> | ||
pp.pprint(list(db.world.find({"name":{"$regex":"^.*\s.*$"}},{"name":1,"_id":0}))) | pp.pprint(list(db.world.find({"name":{"$regex":"^.*\s.*$"}},{"name":1,"_id":0}))) | ||
| + | </div> | ||
| + | </div> | ||
| + | |||
| + | <div class=q data-lang="py3"> | ||
| + | <p class=strong>Which country out of China, Russia, and the United States has the largest population.</p> | ||
| + | You might want to use [[Sort]] and limit to get the answer. | ||
| + | <pre class=def> | ||
| + | </pre> | ||
| + | <div class=ans> | ||
| + | pp.pprint(list(db.world.find({"name":{"$in":["China", "Russia", "United States"]}}).sort("population",-1).limit(1))) | ||
| + | </div> | ||
| + | </div> | ||
| + | |||
| + | <div class=q data-lang="py3"> | ||
| + | Use [[Sort]] to find the last document in world | ||
| + | <p class=strong>Show the last document of world</p> | ||
| + | <pre class=def> | ||
| + | </pre> | ||
| + | <div class=ans> | ||
| + | pp.pprint(list(db.world.find().sort("$natural", -1))[0]) | ||
| + | </div> | ||
| + | </div> | ||
| + | |||
| + | <div class=q data-lang="py3"> | ||
| + | <p class=strong>Show capital and population for the top 5 countries (by population) starting with the letter "M" that have a population of less than 3 million </p> | ||
| + | <pre class=def> | ||
| + | </pre> | ||
| + | <div class=ans> | ||
| + | pp.pprint(list(db.world.find({"$and":[{"capital":{"$regex":"^M"}},{"population":{"$lt":3000000}}]}, {"_id":0, "capital":1, "population":1}).sort("population",-1).limit(5))) | ||
| + | </div> | ||
| + | </div> | ||
| + | |||
| + | <div class=q data-lang="py3"> | ||
| + | <p class=strong>Show all the capitals for countries that start with the same letter as their continent</p> | ||
| + | <div class=hint title="Using $where with find" > | ||
| + | find({"$where": " boolean expression "}) | ||
| + | </div> | ||
| + | <pre class=def> | ||
| + | </pre> | ||
| + | <div class=ans> | ||
| + | pp.pprint(list( | ||
| + | db.world.find( | ||
| + | {"$where":"this.name[0]==this.continent[0]"}, | ||
| + | {"_id":0, "capital":1}) | ||
| + | )) | ||
</div> | </div> | ||
</div> | </div> | ||
Latest revision as of 15:24, 12 November 2015
#ENCODING
import io
import sys
sys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-16')
#MONGO
from pymongo import MongoClient
client = MongoClient()
client.progzoo.authenticate('scott','tiger')
db = client['progzoo']
#PRETTY
import pprint
pp = pprint.PrettyPrinter(indent=4)
Working with the world collection of countries
This tutorial introduces NoSQL using MonogDB and PyMongo under Python3.4. We will be using the find() command and comparison functions on the collection world which contains details of around 250 countries of the world:
FIND examples are available.
Use find() to return the 21st document in world
Show the 21st document in world
pp.pprint(
db.world.find()[0]
)
pp.pprint(db.world.find()[20])
List all the countries in the continent of Asia
pp.pprint(list(
db.world.find({},{"capital":1, "_id":0})
))
pp.pprint(list(db.world.find({"continent":"Asia"}, {"_id":0, "name":1})))
List the countries in Europe that start with the letter "S"
pp.pprint(list(
db.world.find({"name":{'$regex':"^S"},
"continent":"Europe"},{"name":1, "_id":0})
))
Find the capital cities for countries with a population of over 70 million
pp.pprint(list(db.world.find({"population":{"$gt":70000000}},{"capital":1,"_id":0})))
Find the countries that have a population of over 100 million or less than a million
pp.pprint(list(db.world.find({"$or":[{"population":{"$lt":1000000}},{"population":{"$gt":100000000}}]}, {"name":1, "_id":0})))
Find the names of countries beginning with "U" that are outside of Europe and North America
pp.pprint(list(db.world.find({"$and":[{"name":{'$regex':"^U"}},{"continent":{"$nin":["Europe", "North America"]}}]},{"name":1,"_id":0})))
Find the names of all countries that contain a white space
pp.pprint(list(db.world.find({"name":{"$regex":"^.*\s.*$"}},{"name":1,"_id":0})))
Which country out of China, Russia, and the United States has the largest population.
You might want to use Sort and limit to get the answer.
pp.pprint(list(db.world.find({"name":{"$in":["China", "Russia", "United States"]}}).sort("population",-1).limit(1)))
Use Sort to find the last document in world
Show the last document of world
pp.pprint(list(db.world.find().sort("$natural", -1))[0])
Show capital and population for the top 5 countries (by population) starting with the letter "M" that have a population of less than 3 million
pp.pprint(list(db.world.find({"$and":[{"capital":{"$regex":"^M"}},{"population":{"$lt":3000000}}]}, {"_id":0, "capital":1, "population":1}).sort("population",-1).limit(5)))
Show all the capitals for countries that start with the same letter as their continent
find({"$where": " boolean expression "})
pp.pprint(list(
db.world.find(
{"$where":"this.name[0]==this.continent[0]"},
{"_id":0, "capital":1})
))