How to join two queries in SQLAlchemy? - python

In this example, I am using the sample MySQL classicmodels database.
So I have two queries:
products = session.query(Products)
orderdetails = session.query(OrderDetails)
Let's assume I cannot make any more queries to the database after this and I can only join these two queries from this point on.
I want to do an outer join on them to be able to do something like this:
for orderdetail, product in query:
print product.productName, product.productCode, orderdetails.quantityOrdered
However, whenever I do an outerjoin on this, I can only seem to get a left join.
query = orderdetails.outerjoin(Products)
Code like this yields only orderdetails columns:
for q in query:
# Only gives orderdetails columns
print q
And doing something like this:
for orderdetails, product in query:
print orderdetails, product
Gives me an error: TypeError: 'OrderDetails' object is not iterable.
What am I doing wrong? I just want columns from the Products table as well.
EDIT:
I have found my solution thanks to #univerio's answer. My real goal was to do a join on two existing queries and then do a SUM and COUNT operation on them.
SQLAlchemy basically just transforms a query object to a SQL statement. The with_entities function just changes the SELECT expression to whatever you pass to it. This is my updated solution, which includes unpacking and reading the join:
for productCode, numOrders, quantityOrdered in orderdetails.with_entities(
OrderDetails.productCode,
func.count(OrderDetails.productCode),
func.sum(OrderDetails.quantityOrdered)).group_by(OrderDetails.productCode):
print productCode, numOrders, quantityOrdered

You can overwrite the entity list with with_entities():
orderdetails.outerjoin(Products).with_entities(OrderDetails, Products)

Related

SQLite nested query

I have been searching for quite some time but did not succeed to figure out how to select the id column from a table where either of the given other columns is not null.
I tried tied a nested query like:
SELECT id, name FROM spam_table WHERE (SELECT c.name FROM pragma_table_info('spam_table') c WHERE c.name LIKE '%ham%' OR c.name LIKE '%eggs%') IS NOT NULL
Is there any way that the inner PRAGMA returns the corresponding column names to be used for the outer query. And how assure the outer query is been put together using OR
Cheers.
Is there any way that the inner PRAGMA returns the corresponding
column names to be used for the outer query.
No. There is no "dynamic" column names (or table names) in sqlite.
One way to do it in python:
execute the pragma_table_info select
fetch the results
iterate the results and create the desired sql string
execute the created sql string
Thanks #DinoCoderSaurus for pointing out that there is no dynamic column names
The code I am using need some more pythonic style but in fact it I am running
for a in spam_table[0]: # Tables Header from the pragma_table_info(spam_table)
for i in eggs: # Search terms given by the UI
if i in a:
spam_eggs.append(self.spam_table[0].index(a))
Now I know which columns to check to extract the id

Python peewee: How to select distinct values on one column before a join?

I try to join a second table (PageLikes) on a first Table (PageVisits) after selecting only distinct values on one column of the first table with the python ORM peewee.
In pure SQL I can do this:
SELECT DISTINCT(pagevisits.visitor_id), pagelikes.liked_item FROM pagevisits
INNER JOIN pagelikes on pagevisits.visitor_id = pagelikes.user_id
In peewee with python I have tried:
query = (Page.select(
fn.Distinct(Pagevisits.visitor_id),
PageLikes.liked_item)
.join(PageLIkes)
This gives me an error:
distinct() takes 1 positional argument but 2 were given
The only way I can and have used distinct with peewee is like this:
query = (Page.select(
Pagevisits.visitor_id,
PageLikes.liked_item)
.distinct()
which does not seem to work for my scenario.
So how can I select only distinct values in one table based on one column before I join another table with peewee?
I don't believe you should be encountering an error using fn.DISTINCT() in that way. I'm curious to see the full traceback. In my testing locally, I have no problems running something like:
query = (PageVisits
.select(fn.DISTINCT(PageVisits.visitor_id), PageLikes.liked_item)
.join(PageLikes))
Which produces SQL equivalent to what you're after. I'm using the latest peewee code btw.
As Papooch suggested, calling distinct on the Model seems to work:
distinct_visitors = (Pagevisits
.select(
Pagevisits.visitor_id.distinct().alias("visitor")
)
.where(Pagevisits.page_id == "Some specifc page")
.alias('distinct_visitors')
)
query = (Pagelikes
.select(fn.Count(Pagelikes.liked_item),
)
.join(distinct_visitors, on=(distinct_visitors.c.visitor = Pagelikes.user_id))
.group_by(Pagelikes.liked_item)
)

Unable to access aliased fields in SQLAlchemy query results?

Confused working with query object results. I am not using foreign keys in this example.
lookuplocation = aliased(ValuePair)
lookupoccupation = aliased(ValuePair)
persons = db.session.query(Person.lastname, lookuplocation.displaytext, lookupoccupation.displaytext).\
outerjoin(lookuplocation, Person.location == lookuplocation.valuepairid).\
outerjoin(lookupoccupation, Person.occupation1 == lookupoccupation.valuepairid).all()
Results are correct as far as data is concerned. However, when I try to access an individual row of data I have an issue:
persons[0].lastname works as I expected and returns data.
However, there is a person.displaytext in the result but since I aliased the displaytext entity, I get just one result. I understand why I get the result but I need to know what aliased field names I would use to get the two displaytext columns.
The actual SQL statement generated by the above join is as follows:
SELECT person.lastname AS person_lastname, valuepair_1.displaytext AS valuepair_1_displaytext, valuepair_2.displaytext AS valuepair_2_displaytext
FROM person LEFT OUTER JOIN valuepair AS valuepair_1 ON person.location = valuepair_1.valuepairid LEFT OUTER JOIN valuepair AS valuepair_2 ON person.occupation1 = valuepair_2.valuepairid
But none of these "as" field names are available to me in the results.
I'm new to SqlAlchemy so most likely this is a "newbie" issue.
Thanks.
Sorry - RTFM issue - should have been:
lookuplocation.displaytext.label("myfield1"),
lookupoccupation.displaytext.label("myfield2")
After results are returned reference field with person.myfield
Simple.

How to replace columns in sqlalchemy query

I have the query:
q = Session.query(func.array_agg(Order.col))
The compiled query will be:
SELECT array_agg(order.col) FROM orders
I want dynamically replace the existing column. After replacing query have to be:
SELECT group_concat(orders.col) FROM orders
I have to use Session and model. I don't have to use SQLAlchemy core. I don't have to use subqueries. And, of course, there can be some other columns, but I need to replace only one. I tried to replace objects in column_descriptions property, I tried to use q.selectable.replace (or something like this, sorry, but I don't remember right names) and I didn't get right result.
The right method:
q = Session.query(func.array_agg(Order.col))
q.with_entities(func.group_concat(Order.col))
SELECT group_concat(orders.col) FROM orders

Web2Py DAL, left join and operator precedence

In my DB, I've basically 3 tables:
usergroup(id, name, deleted)
usergroup_presentation(id, groupid, presentationid)
presentation(id, name)
I'm trying to run this DAL query:
left_join = db.usergroup_presentation.on((db.usergroup_presentation.group_id==db.usergroup.id)
&(db.usergroup_presentation.presentation_id==db.presentation.id))
result = db(db.usergroup.deleted==False).select(
db.usergroup.id,
db.usergroup.name,
db.usergroup_presentation.id,
left=left_join,
orderby=db.usergroup.name)
And SQL returns this errors: Unknown column 'presentation.id' in 'on clause'
The generated SQL looks something like that:
SELECT usergroup.id, usergroup.name, usergroup_presentation.id
FROM presentation, usergroup
LEFT JOIN usergroup_presentation ON ((usergroup_presentation.group_id = usergroup.id) AND (usergroup_presentation.presentation_id = presentation.id))
WHERE (usergroup.deleted = 'F')
ORDER BY usergroup.name;
I did some researches on Google and I got this:
http://mysqljoin.com/joins/joins-in-mysql-5-1054-unknown-column-in-on-clause/
Then I tried to run this query directly in my DB:
SELECT usergroup.id, usergroup.name, usergroup_presentation.id
FROM (presentation, usergroup)
LEFT JOIN usergroup_presentation ON ((usergroup_presentation.group_id = usergroup.id) AND (usergroup_presentation.presentation_id = presentation.id))
WHERE (usergroup.deleted = 'F')
ORDER BY usergroup.name;
And indeed it works when adding the brackets around the FROM tables.
My question is how can I generate a SQL query like this (with brackets) with DAL without executing a basic executesql ?
Even better, I would like to get a cleaner SQL query using INNER JOIN and LEFT JOIN. I don't know if it's possible with my query though.
I believe this has now been fixed in trunk. Please help us check it. P.S. next time open a ticket (https://code.google.com/p/web2py/issues/list) and it will be fixed sooner.

Categories

Resources