cpanlp 1.2.16

Narrating Accounting! using Python.用python进行会计叙事。

CPANLP🎺: Certified Public Accountant just Like a Coder

Talk is cheap ,show me the code

Narrating Accounting using Python Example from amazon financial report

sales increased 12% compared with fourth quarter 2021:

• North America segment sales increased 13% year-over-year to $93.4 billion, or increased 14% excluding changes in foreign exchange rates.
• International segment sales decreased 8% year-over-year to $34.5 billion, or increased 5% excluding changes in foreign exchange rates.
• AWS segment sales increased 20% year-over-year to $21.4 billion.

sale1 = p.Sale(quarter="Q4",amount=93.4,unit="billion dollars",growth_rate=13%,year=2022,segment="North America")
sale2 = p.Sale(quarter="Q4",amount=34.5,unit="billion dollars",growth_rate=-8%,year=2022,segment="International")
sale3 = p.Sale(quarter="Q4",amount=21.4,unit="billion dollars",growth_rate=20%,year=2022,segment="AWS")
sales = [sale1, sale2, sale3]
total_sales = 0
for s in sales:
    total_sales += s.amount
    print(f"Segment: {s.segment}, Sale: {s.amount}")

print(f"Total Sales: {total_sales}")

Narrating Accounting! using Python Developed by Cpanlp Intelligent Accounting Team (c) 2023 Github

Install & Import 安装和导入

Install Requirements

• scipy
• scikit-learn
• numpy
• pandas

For detailed installation instructions, see the documentation.

pip install cpanlp
import cpanlp as p

Features 主要功能

1. Accounting Item 会计科目

gold_asset = p.Asset(account="gold", debit=1000,date="2023-01-01")
print(gold_asset.bubble)

2. Information Asymmetry 信息不对称

info = p.AsymmetricInformation(sender="investor", receiver="company_A", message="I am very interested in investing in your business", hidden_information="I have a limited budget")
info.get_advantage()

3. Entrepreneur 企业家

john = p.Entrepreneur(name="John Smith",age=30,wealth=100000,utility_function=0, experience=5,company=LLC("Apple","Electronics",1000000),entrepreneurship=Entrepreneurship(leadership=9.0))
john.strive_for_excellence()

4. Strategy 策略

huawei = p.FinancialStrategy("huawei","defense",poison_pill(1000,0.1))

Accounting Language Decorator 会计语言装饰器:

@prob(probability=0.7) #Estimate 估计

@future_tense #Future Tense 将来时态

side_effects=["financial instability","loss of reputation","decreased employee morale"]
@with_side_effects(side_effects=side_effects)#Side Effects 副作用

Accounting Exception 会计异常:

if abs(percent_change) > 10:
  raise AbnormalFluctuation(stock_name, percent_change)

Module 主要模块:

• Abnormal 异象：Winner Curse赢者诅咒，Bubble泡沫
• Accounting Account 会计科目：Asset资产，Liability负债，Equity所有者权益，Income收入，Cashflow现金流
• Business 业务：MainBusiness主营业务
• ${\color{blue}Contract合约}$：Lease租约，Loan Contract借贷合同，Labor Contract劳动合同，Financial Instrument金融工具
• Control 控制：Voting Power 投票权，Commodity Control商品控制权，Significant Influence重大影响
• Culture 文化：Entrepreneurship企业家精神，Craftsmanship工匠精神
• Department 部门：Board Of Directors董事会
• Entity 实体： LLC(Limited Liability Company)有限责任公司，Partnership合伙企业，Public Company公众企业，SME(Small and medium-sized enterprises)中小企业，Conglomerate 集团
• Environment 环境：EconomicEnvironment并购，IndustryEnvironment行业环境，CreditEnvironment信用环境
• Event 事件：Acquisition并购，Certification认证，Meeting会议，Resignation离职，Repurchase回购，Registration注册，Lawsuit诉讼，StockHoldingIncrease增持
• Information 信息：Signal信号，Speculative Information投机信息，Asymmetric Information不对称信息，Incentive激励
• Incentive 激励
• Institution 制度
• Person 个体：${\color{red}Consumer消费者}$，Employee员工，Entrepreneur企业家，Manager经理，Investor投资人，Partner合伙人，Shareholder股东，Supervisor监管者，Creditor债权人，Auditor审计，Beneficiary受益人，Fiduciary受托人，Craftsman工匠
• Market 市场：Commodity货物，Goods商品，Market Structure市场结构
• Policy 政策：AccountingPolicy会计政策，DividendPolicy股利政策
• Project 项目
• Pragmatics 语用：Promise承诺
• Risk 风险
• StakerHolder 利益相关者：Bank银行，Government政府，Media媒体，Public公众，Rating Agency评级机构
• Scheme 图示：Ponzi Scheme庞氏骗局，ESOP员工持股，DebtRestructuringPlan债务重组
• Strategy 战略：Long Term Strategy长期策略，Financial Strategy财务策略
• Tax 税法：VAT(Value-Added Tax)增值税，Consumption Tax消费税，Personal Income Tax个人所得税，Corporate Income Tax企业所得税，RealEstate Tax房产税，TransactionTax印花税
• Team 团队：
• Utility 效用：

Accounting Gym-Env 会计强化学习环境

Check out: https://cpanlp.com