lifetimes | Lifetime value in Python | Analytics library

 by   CamDavidsonPilon Python Version: 0.11.3 License: MIT

kandi X-RAY | lifetimes Summary

kandi X-RAY | lifetimes Summary

lifetimes is a Python library typically used in Analytics applications. lifetimes has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. However lifetimes has 3 bugs. You can install using 'pip install lifetimes' or download it from GitHub, PyPI.

Lifetimes can be used to analyze your users based on a few assumption:. I've quoted "alive" and "die" as these are the most abstract terms: feel free to use your own definition of "alive" and "die" (they are used similarly to "birth" and "death" in survival analysis). Whenever we have individuals repeating occurrences, we can use Lifetimes to help understand user behaviour.
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            kandi-support Support

              lifetimes has a medium active ecosystem.
              It has 1359 star(s) with 364 fork(s). There are 56 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 154 open issues and 135 have been closed. On average issues are closed in 103 days. There are 12 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of lifetimes is 0.11.3

            kandi-Quality Quality

              lifetimes has 3 bugs (0 blocker, 0 critical, 3 major, 0 minor) and 70 code smells.

            kandi-Security Security

              lifetimes has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              lifetimes code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              lifetimes is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              lifetimes releases are available to install and integrate.
              Deployable package is available in PyPI.
              Build file is available. You can build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              lifetimes saves you 2383 person hours of effort in developing the same functionality from scratch.
              It has 5197 lines of code, 211 functions and 21 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed lifetimes and discovered the below as its top functions. This is intended to give you an instant insight into lifetimes implemented functionality, and help decide if they suit your requirements.
            • Compute expected cumulative sum of expected transactions .
            • Extract and holdout data from a transaction .
            • Return summary data from transactions .
            • r Compute conditional probability of n purchases .
            • Estimate the Gaussian model .
            • Plot the expected cumulative transactions .
            • Plot the expected cumulative sum of expected transactions .
            • Find the first transactions for a given customer .
            • Plot the frequency recency matrix .
            • Generate a model for modified beta .
            Get all kandi verified functions for this library.

            lifetimes Key Features

            No Key Features are available at this moment for lifetimes.

            lifetimes Examples and Code Snippets

            Configuration,Token lifetimes
            Pythondot img1Lines of Code : 3dot img1License : Permissive (Apache-2.0)
            copy iconCopy
            Provider(..., id_token_lifetime=600)
            
            AuthorizationState(..., authorization_code_lifetime=300, access_token_lifetime=60*60*24,
                               refresh_token_lifetime=60*60*24*365, refresh_token_threshold=None)
              
            Analyze step stats .
            pythondot img2Lines of Code : 32dot img2License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def analyze_step_stats(self,
                                     show_dataflow=True,
                                     show_memory=True,
                                     op_time='schedule'):
                """Analyze the step stats and format it into Chrome Trace Format.
            
                Args:
                    
            Generate chrome trace output .
            pythondot img3Lines of Code : 28dot img3License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def generate_chrome_trace_format(self,
                                               show_dataflow=True,
                                               show_memory=False,
                                               op_time='schedule'):
                """Produces a trace in Chrome Trace Format  
            ImportError or AttributeError While Using Tkinter
            Pythondot img4Lines of Code : 27dot img4License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            # testUI.py
            from tkinter import *
            from test2 import nameit
            
            
            root = Tk()
            root.title('Scott Window')
            root.geometry('500x350')
            
            greet = nameit('John')
            
            mylabel = Label(root, text=greet)
            mylabel.pack(pady=20)
            
            
            root.mainloop()
            
            <
            When does exception handling unexpectedly influence object lifetimes?
            Pythondot img5Lines of Code : 23dot img5License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            class Collectible:
                def __init__(self, name):
                    self.name = name
                def __del__(self, print=print):
                    print("Collecting", self.name)
            
            def inner():
                local_name = Collectible("inner local value")
                raise RuntimeError("Th
            Id of list versus str slices
            Pythondot img6Lines of Code : 23dot img6License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            >>> #  /  / first a[:]
            >>> #  v  v       v    v second a[:]
            >>> id(a[:]) == id(a[:])
            True
            
            >>> b = a[:]           # < ------------- first a[:]
            >>> id(b) == id(a[:])  #
            Why hasn't a's ID changed?
            Pythondot img7Lines of Code : 14dot img7License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            class a:
                pass
            
            my_a = a()
            print(id(my_a))
            my_a = a()
            print(id(my_a))
            my_a = a()
            print(id(my_a))
            
            139647922983888
            139647922986768
            139647922983888
            
            How to instantiate Python class with __enter__ method in another Python class constructor
            Pythondot img8Lines of Code : 40dot img8License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            class AnotherClass:
                def __init__(self):
                   self.db = MySQL()
            
                def __enter__(self):
                   self.db.__enter__()
                   return self
            
                def __exit__(self, *exc_args):
                    return self.db.__exit__(*exc_args)
            
                def do_stuff(s
            IN to test for identity
            Pythondot img9Lines of Code : 5dot img9License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            id(a) in map(id, [b, c])
            
            >>> id([]) in map(id, [[], []])
            True
            
            Dictionary to array conversion where dataframe does not produce correct row output
            Pythondot img10Lines of Code : 9dot img10License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            d = {'life':[keys_list],'frequency':[val_list]}
            
            d = {'life':keys_list,'frequency':val_list}
            
            df = pd.DataFrame(dict_fre.items(), columns=['life', 'frequency'])
            
            from 

            Community Discussions

            QUESTION

            why are lifetimes not required on generic functions
            Asked 2022-Apr-03 at 20:35

            This code won't compile because rust requires a lifetime to be added.

            ...

            ANSWER

            Answered 2022-Apr-03 at 03:33

            Lifetimes are part of type itself

            In your first example, you are specifying same i.e 'a to all of x, y and return value. If you were receiving single value as reference you wont have to pass lifetime specifier right?

            Source https://stackoverflow.com/questions/71722661

            QUESTION

            How do I obtain a trait object from a wrapper trait object with an associated type?
            Asked 2022-Feb-23 at 07:36

            I have two traits Foo and Bar:

            ...

            ANSWER

            Answered 2022-Feb-23 at 07:36

            TL/DR: You need to use dyn Bar + 'a instead of plain dyn Bar:

            Source https://stackoverflow.com/questions/71220086

            QUESTION

            Shadow variable not working in Rust, gives lifetime errors
            Asked 2022-Feb-19 at 09:11

            Here is my snippet:

            ...

            ANSWER

            Answered 2022-Feb-19 at 09:11

            A &str is a string slice that refers to data held elsewhere. In the case of a string literal, you have a &'static str which is a reference to data held in the binary itself. Otherwise, you typically produce a &str by taking a slice of an existing String.

            If you are generating a new string at runtime, the most straightforward way is to make a String. You can then dispense slices (&str) from it, but the String value must itself live at least as long as the slices. &phrase.replace("-", "") doesn't work here because you're taking a slice of a temporary -- a value that only lives as long as the statement it's part of. After the end of this statement, the temporary String returned by the replace method is dropped and phrase would refer to a slice that points into a string that no longer exists, and the borrow checker is correctly pointing out that this is not memory-safe. It would be like returning a reference to a value held in a local variable within the same function.

            However, what you're doing here isn't even shadowing, you're just trying to reassign a variable from an incompatible type. Shadowing the name phrase with a new variable of the same name will allow the new name to have a different type (such as String), so this would be valid:

            Source https://stackoverflow.com/questions/71183065

            QUESTION

            Returning a higher-kinded closure that captures a reference
            Asked 2022-Feb-12 at 01:57

            I'm trying to write a method on a struct that returns a closure. This closure should take a &[u8] with an arbitrary lifetime 'inner as an argument and return the same type, &'inner [u8]. To perform its function, the closure also needs a (shared) reference to a member of the struct &self. Here is my code:

            ...

            ANSWER

            Answered 2022-Feb-12 at 01:57

            QUESTION

            Fiddling with lifetimes: sanity check on unsafe reinterpretation of lifetimes
            Asked 2021-Dec-19 at 20:09

            Suppose you have two collections (Vec for simplicity here) of instances of T, and a function to compute whether the elements in those collections appear in either or both of them:

            ...

            ANSWER

            Answered 2021-Dec-19 at 20:09

            Yes, it is sound. In fact, the official documentation for transmute() says it can be used to extend lifetimes:

            https://doc.rust-lang.org/stable/std/mem/fn.transmute.html#examples

            Extending a lifetime, or shortening an invariant lifetime. This is advanced, very unsafe Rust!

            Source https://stackoverflow.com/questions/70411001

            QUESTION

            Why may a closure outlive the current function by borrowing a u32?
            Asked 2021-Dec-09 at 10:41

            I'm getting

            error[E0373]: closure may outlive the current function, but it borrows row_nr, which is owned by the current function

            I would not expect this, since row_nr is a u32, so I'd expect it to be copied rather than moved:

            ...

            ANSWER

            Answered 2021-Dec-09 at 10:41

            I would not expect this, since row_nr is a u32, so I'd expect it to be copied rather than moved

            This expectation is correct, assuming it were moved in the first place. In this case it's not moved, it's borrowed, because by default closures borrow values from their environment. To request a move, which will for u32 indeed result in a copy, you need to use the move keyword explicitly.

            As you discovered, when you just use move, you also move values, which doesn't compile and is anyway not what you want. The standard Rust idiom to move only one value into the closure is to use move and explicitly borrow the captured variables you don't want moved (in yout case values). For example, this compiles:

            Source https://stackoverflow.com/questions/70286206

            QUESTION

            Proper way to DI NSwag auto-generated client
            Asked 2021-Dec-04 at 10:51

            What is the preferred way to make a VS connected service (NSwag) injected into classes/controllers. I have found a lot of suggestions on the net to use this form:

            ...

            ANSWER

            Answered 2021-Sep-26 at 13:24

            Ok, I actually solved this problem by poking around through OpenApiReference, but it requires manual modification of csproj file. Additional Options node has to be added to OpenApiReference item group, to instruct NSwag to NOT expose BaseUrl and to also generate an interface, which eases the work with setting up DI without additional code.

            Visual Studio team should really add these two checkboxes to Connected Services screens/configuration for OpenAPI.

            Source https://stackoverflow.com/questions/69333244

            QUESTION

            Rust Lifetime of reference should outlive function
            Asked 2021-Dec-02 at 14:54

            I have a little dummy parser, which uses the same &str during parsing:

            ...

            ANSWER

            Answered 2021-Dec-02 at 14:54

            By using &'a self, you're conflating the lifetime of the parser with the lifetime of the string it refers to. There's no reason for that.

            If you remove this constraint, there's no problem anymore:

            Source https://stackoverflow.com/questions/70200038

            QUESTION

            "one type is more general than the other" error in Rust while types are identical
            Asked 2021-Nov-17 at 00:27

            I have the following code

            ...

            ANSWER

            Answered 2021-Aug-09 at 07:18

            Sometimes you can get a better error from the nightly compiler:

            Source https://stackoverflow.com/questions/68707757

            QUESTION

            Multiple mutable references in a loop
            Asked 2021-Nov-17 at 00:24

            I'm trying to learn Rust's ownership and lifetimes in more detail, and I'm very confused by this piece of code:

            ...

            ANSWER

            Answered 2021-Oct-12 at 19:07

            In the end you do not hold a mut reference more than once,in x = value the reference is moved into x. It would be different if that line was first in the loop:

            Source https://stackoverflow.com/questions/69545670

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install lifetimes

            You can install using 'pip install lifetimes' or download it from GitHub, PyPI.
            You can use lifetimes like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            Please refer to the Contributing Guide before creating any Pull Requests. It will make life easier for everyone.
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            Install
          • PyPI

            pip install Lifetimes

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          • HTTPS

            https://github.com/CamDavidsonPilon/lifetimes.git

          • CLI

            gh repo clone CamDavidsonPilon/lifetimes

          • sshUrl

            git@github.com:CamDavidsonPilon/lifetimes.git

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