I am trying to query one of my tables in my Postgres database using SqlAlchemy in Python 3. It runs the query fine but as I go through each row in the result that SqlAlchemy returns, I try to use the attribute 'text' (one of my column names). I receive this error:
'str' object has no attribute 'text'
I have printed the attribute like so:
for row in result:
print(row.text)
This does not give the error. The code that produces the error is below. However, to give my environment:
I have two servers running. One is for my database the other is for my python server.
Database Server:
Postgres v9.6- On Amazon's RDS
Server with Python
Linux 3.13.0-65-generic x86_64- On an Amazon EC2 InstanceSqlAlchemy v1.1.5Python v3.4.3Flask 0.11.1
Files related:
import sqlalchemy as sa
from sqlalchemy.ext.automap import automap_base
from sqlalchemy.orm import Session
import re
from nltk import sent_tokenize
class DocumentProcess:
def __init__(self):
...
Engine = sa.create_engine(
CONFIG.POSTGRES_URL,
client_encoding='utf8',
pool_size=20,
max_overflow=0
)
# initialize SQLAlchemy
Base = automap_base()
# reflect the tables
Base.prepare(Engine, reflect=True)
# Define all needed tables
self.Document = Base.classes.documents
self.session = Session(Engine)
...
def process_documents(self):
try:
offset = 5
limit = 50
###### This is the query in question ##########
result = self.session.query(self.Document) \
.order_by(self.Document.id) \
.offset(offset) \
.limit(limit)
for row in result:
# The print statement below does print out the text
print(row.text)
# when passing document.text to sent_tokenize, it
# gives the following error:
# 'str' object has no attribute 'text'
snippets = sent_tokenize(row.text.strip('\n')) # I have removed strip, but the same problem
except Exception as e:
logging.info(format(e))
raise e
This is my model for Document, in my PostgreSQL database:
class Document(db.Model):
__tablename__ = "documents"
id = db.Column(db.Integer, primary_key=True)
text = db.Column(db.Text)
tweet = db.Column(db.JSON)
keywords = db.Column(db.ARRAY(db.String), nullable=True)
def to_dict(self):
return dict(
id=self.id,
text=self.text,
tweet=self.tweet,
keywords=self.keywords
)
def json(self):
return jsonify(self.to_dict())
def __repr__(self):
return "<%s %r>" % (self.__class__, self.to_dict())
Things I have tried
Before, I did not have
order_byin the Document query. This was working before. However, even removingorder_bydoes not fix it anymore.Used a SELECT statement and went through the result manually, but still the same result
What I haven't tried
- I am wondering if its because I named the column 'text'. I noticed that when I write this query out in postgres, it highlights it as a reserved word. I'm confused why my query worked before, but now it doesn't work. Could this be the issue?
Any thoughts on this issue would be much appreciated.
2 Answers 2
It turns out that text is a reserved word in PostgreSQL. I renamed the column name and refactored my code to match. This solved the issue.
Comments
You are likely to get this error in PostgreSQL if you are creating a foreign table and one of the column datatype is text. Change it to character varying() and the error disappears!
Comments
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print(row.text)twice in the for loop? I think sqlalchemy returns an iterator.print(row.text),print(str(row.text)),my_text = row.textthen passingmy_textinto a function and printing it. Each of those printedrow.textperfectly (all within the for loop)