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Q: Quick serialize SQL data into python list I have a Postgresql database with two tables:
(1) users
(2) user_entries
This is normalized such that I have a one to many relationship between users and user_entries. For example, an entry in users will have
id=0, email=user@email.com, name=Alice Mcbob

And then I can have two entries in user_entries:
id=0, user_id=0, major=english, class='lit101'
id=1, user_id=0, major=english, class='science101'
id=2, user_id=0, major=science, class='lit101'

this would be a student with 2 majors and I can key based on either one.
I have some python code and I'm trying to return a list of users (as object), each of whom has a list of classes. For example, I want to return:
[
  {
      'email': 'user@user.com,
      'name': 'Alice McBob',
      'classes': [
         'lit101',
         'science101'
      ],
  },
     'email': ...
   ...
]

My current strategy involves doing a fetchall() where I grab every user and inner join it with every class, and then I create a unique identifier for each user such that I can do user_id-major and I can determine which one I'm looking for. Then, I have a list of identifiers that I keep track of. And I go through each entry, find out if I've seen it before (check to see if the identifier exists). If I have, add the class to that persons list of classes. Otherwise, make a new list of classes.
However, this is super duper not performant. I have only 500 users and doing this takes about 15 seconds. As this is an api where I'm constantly doing the get, this is really not ideal. Also, the code feels extremely clunky as duplicates are an issue.
I have two functions:
def get_full_list(conn=None):
    user_list = []
    prev_checklist = []
    query = """
        SELECT id, email, name, major, class FROM
            users
            INNER JOIN user_entries
            ON users.id=user_entries.user_id
    """
    with conn.cursor() as cur:
        cur.execute(query)
        for row in cur.fetchall():
            identifier = str(row[0]) + '-' + str(row[3])
            user = return_user_from_row(identifier, user_list, prev_checklist, row)
            user_list.append(user)
conn.commit()
return json.dumps(user_list)

def return_user_from_row(identifier="", user_list=[], prev_checklist=[], row=None):
    if identifier in prev_checklist:
        index = prev_checklist.index(identifier)
        user = user_list[index]
        user_classes = user['class']
        user_classes.append(str(row[4])
        user['class'] = user_classes
        user_list[index] = user
    else:
        prev_checklist.append(identifier)
        user = {
            'email': '' if row[1] == None else row[1],
            'name': '' if row[2] == None else row[2],
            'major': '' if row[3] == None else row[3],
            'class': [''] if row[4] == None else [row[4]],
        }
    return user

Is there an easier and more performant version of this where I utilize the SQL command itself to do a lot of this for me? Am I missing something simple?

A: There is a SQL query to do all of this. Try:
select json_agg(json_build_object
(
 'email', u.email,
 'name', u.name,
 'classes', (select json_agg(distinct class) from user_entries ue where ue.user_id = u.id)
))
from users u;

There are other ways to write the same query too (using cross join lateral for example). I think that this one is easy to read.

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January Updates Finance
Finance| Focus
2018 has seen a strong start for global economic activity. Global output is said to have increased by 3.7 percent during 2017. Forecasts for global growth during 2018 and 2019 have therefore even been pushed up, expecting 3.9 percent growth.
The MSCI All-Country World Index increased by 4.8 percent over a two week period, between January 2nd and January 18th 2018.
Even with the strong start to the global equity market, investors are being warned to remain cautious in their movements as investors are cutting down their cash position and aggressively investing in risk assets.
In Cryptocurrency news, Trading Technologies International plans to add Coinbase, a cryptocurrency marketplace to its roster this year. Coinbase will allow traders to buy and sell Bitcoin, Bitcoin Cash, Ether and Litecoin.
The US Dollar has experience a month long decline after sinking to fresh lows this past week. Whereas the Euro, Sterling and Canadian dollar have already seen signs of strengthening.
Alternative Investments Focus
Cryptocurrencies remain a buzz word and a topic of much debate as the market is sitting amidst major changes in the digital currency.
Investing in alternative asset classes known as Section 12J funds, introduced by the South African Revenue Service as a tax incentive to stimulate growth of SMEs through venture capital investment, offers attractive benefits.
Pensions Focus | Mauritius
Mauritius is currently having to spend more each year in terms of social benefits. Not only do they increase pensions as well as other social benefits yearly, but the population is slowly growing older and the number of retirees is increasing. Mauritius utilises more than Rs 25 billion over one year to finance social grants.
200 783 people had a basic pension in 2016. In 2017, the number of beneficiaries increased to 209 346, a growth of more than 8000 retirees.
Pensions Focus | South Africa
After last years Steinhoff accounting scandal, South Africa's civil servants union has teamed up with government pension fund to pursue Steinhoff for an estimated 1.4 billion USD of pensioners money.
Steinhoff saw an 85 percent share price drop that took more than 10 billion USD off its market capitalization.
Infrastructure Focus| Africa
According to the latest African Development Banks flagship report, The African Economic Outlook, Africa's infrastructure deficit is estimated to be between $130 billion USD and 170 billion USD, which lies far above the initial estimation of 93 billion USD. The financing gap is estimated to be approximately 108 billion USD.
"With such a large infrastructure gap, and urgent needs in health, education, administrative capacity, and security, Africa has to attract private capital to accelerate the building of critical infrastructure needed to unleash its potential." The report said. "But African countries do not need to wait until all financing gaps are filled before they transform their economic structures."
Africa is said to collect an estimated 500 billion USD in tax revenue every year, 50 billion USD in foreign aid, 60 billion USD in remittance and another 60 billion in foreign direct investment inflows.
"African countries seeking financial resources now have a wide variety of options, well beyond foreign aid," the report said.
ICD to raise 1 billion USD
The Saudi Arabia-based Islamic Corporation for the Development of the Private Sector (ICD) will focus on funding infrastructure projects across Africa and aims to raise 1 billion USD to do so. A shareholder agreement has been put in place between ICD, the Islamic Development Bank and the private equity arm of India's Infrastructure Leasing and Financial Services Group.
Infrastructure Focus| Zimbabwe
Zimbabwe recently acquired a new president, Emmerson Mnangagwa, and the country hopes to show signs of change, seeing only the remains of the Zimbabwe dollar and its hyperinflation which decreased at a rate of 79.6 billion percent over the last decade.
It is crucial that the new leader moves quickly to reinstitute institute macroeconomic fundamentals and stabilise fiscal and monetary policies. The Reserve Bank of Zimbabwe now predicts 4% GDP growth in 2018. But some analysts believe mining and manufacturing exports can be massively stimulated through a rapid corralling of international financing injections.
Infrastructure Focus| Mozambique
Emerging Africa Infrastructure Fund (EAIF) has refinanced one of Mozambique's newest and strategically important power stations with a 21 million USD loan to Central Termica de Ressano Garcia S.A. (CTRG).
Angola Cables have taken a step closer to completion of the South Atlantic Cable System (SACS) which is the first direct link between Africa and South America. This will strategically enhance Angola's digital economy and improve communication infrastructure.
Public Private Partnerships Focus | Nigeria
A 2.8 billion USD gas pipeline project, Aiaokuta-Kaduna-Kano (AKK) has been approved by the FEC of Nigeria. The 40 inch pipeline, spanning 614 km's, will transport gas north from Aiaokuta through Abuja and Kaduna, before terminating at a terminal gas station in Kano. The project will be delivered through a Build and Transfer (BT) PPP model with financing provided entirely by the contractor.
The Federal Government of Nigeria as well as the Akwa Ibom state government has issued a Request for Qualifications in order to develop the Ibom Deep Seaport via a PPP agreement on a design-build-finance-maintain-operate-transfer basis. The IDSP will be located in the south east of Akwa Ibom state, a leading oil & gas producer.
Public Private Partnerships Focus | Ghana
Another Request for Qualifications has been issued by the Government of Ghana for the country's first ever PPP project in the road sector. The Accra-Tema motorway is a 19km dual carriageway, forming an integral part of the National Route, linking the city of Accra, the Kotoka International Airport and Tema Port.
November Updates Finance
February Updates Finance
Gas Resources & The Quest for Economic Development
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HomeBreaking newsNiger Delta Militants Warn President Buhari Over $1bn Withdrawal (Details)
Niger Delta Militants Warn President Buhari Over $1bn Withdrawal (Details)
December 22, 2017 Joy Peace Breaking news
A coalition of Niger Delta militants has warned President Muhammadu Buhari over the withdrawal of $1billion from Excess Crude Account to fight Boko Haram insurgency in the North East.
The militants, under the auspices of the Reformed Niger Delta Avengers warned that they "will not take this but resist it with our might."
In an open letter to Buhari, they described the plan to withdraw the $1bn as wicked and insensitive.
The letter signed by self-styled, Major General Johnmark Ezonbi, said the federal government disregarded the peace accord signed with the people of the Niger Delta.
The RNDA also warned the government not to take the present ceasefire agreement for granted.
The letter partly read, "Through the ceasefire, the country is enjoying daily crude oil production of between 2.2 and 2.4million barrels of crude production which amount to billions of naira daily for the Federal Government. It also helped the country to get out of recession. So, the government should not take our patience and silence for granted.
"We want to state categorically that the President Muhammadu Buhari-led Federal Government is insensitive and practically negating the principles of natural justice by using resources derived from a neglected region to combat insurgency in the North-East in the senseless Boko Haram war to the tune of $1bn from ECA.
"We will not take this but resist with our might. This broad day light robbery against the Niger Delta people will not be accepted by us. We are going to resist this perpetual injustice against our long-neglected people in the region."


The Custodian of the Two Holy Mosques King Abdullah Ibn Abdulaziz Al Saud, will patronize here on Sunday the opening ceremony of the City of Princess Nora Bint Abdul Rahman University for Girls, which is built at a cost of more than SR 20 billion. The city is spread over an area of ??nearly 8 million square meters. Its new headquarters are located on the King Khalid International Airport Road in Riyadh. It is the largest University City for girls in the Kingdom of Saudi Arabia.
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She noted that the residential area includes housing units for families of employees and teaching staff of the university, accommodations for female students, two mosques, schools, two kindergartens, and recreational facilities.
the University's Vice President Dr. Waleed bin Ibrahim Al-Mahous has expressed his thanks to the King, the Crown Prince and the Second Deputy Premier for this remarkable gift of the construction of the largest university city designed on the latest model for girls, noting that this gigantic project has been completed in a record time.On her part, the University's Vice President for Higher Studies and Scientific Research Dr. Fardous Bint Saud Al-Saleh has pointed out that University has been designed to accommodate about 40,000 female students, noting that the University is the first one devoted only for girls in the region and the largest university city in the world including the latest scientific, educational and research facilities.
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Need drums like Pharell, samples like Kanye - are you our person?
Hey I'm a music producer from United State of America. I'm produce beats like Hip Hop, Trap R&B. I'll demonstrate some of my work and let me know what you think.
I am a producer with extensive experience in multiple genres of music and can provide you with the exact sound and vibe you are looking for.
Always choose the percussionist. He's connected to the roots of the rhythms of life. Not only a geek but a real musician.
Let's discuss it further. Looking forward.
Drummer/Rhythm Programmer with work experience of 4 years. Specialist in incorporating real & organic sounds with electronic sounds.
If you want Kanye style drums, just hmu, i have most of the samples Ye uses and often use his style of drums.
See my profile and the portfolio I uploaded. Also check out [login to view URL] for more musical samples.