match | : crystal_ball : Scalable reverse image search | Computer Vision library

 by   dsys Python Version: Current License: Non-SPDX

kandi X-RAY | match Summary

kandi X-RAY | match Summary

match is a Python library typically used in Artificial Intelligence, Computer Vision applications. match has no bugs, it has no vulnerabilities and it has high support. However match build file is not available and it has a Non-SPDX License. You can download it from GitHub.

Match makes it easy to search for images that look similar to each other. Using a state-of-the-art perceptual hash, it is invariant to scaling and 90 degree rotations. Its HTTP API is quick to integrate and flexible for a number of reverse image search applications. Kubernetes and Elasticsearch allow Match to scale to billions of images with ease while giving you full control over where your data is stored. Match uses the awesome ascribe/image-match under the hood for most of the image search legwork.
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            kandi-support Support

              match has a highly active ecosystem.
              It has 1225 star(s) with 149 fork(s). There are 37 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 15 open issues and 17 have been closed. On average issues are closed in 158 days. There are 3 open pull requests and 0 closed requests.
              It has a positive sentiment in the developer community.
              The latest version of match is current.

            kandi-Quality Quality

              match has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              match has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              match releases are not available. You will need to build from source code and install.
              match has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions, examples and code snippets are available.
              match saves you 77 person hours of effort in developing the same functionality from scratch.
              It has 199 lines of code, 18 functions and 2 files.
              It has low code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed match and discovered the below as its top functions. This is intended to give you an instant insight into match implemented functionality, and help decide if they suit your requirements.
            • Search image
            • Get an image from the request
            • Convert a distance to a percentage
            • Add image
            • Returns a list of ids with the given path
            • Delete documents
            • List paths
            • Returns a list of paths located at a given location
            • Count images
            • Count the number of images
            • Compare two images
            • Delete file
            Get all kandi verified functions for this library.

            match Key Features

            No Key Features are available at this moment for match.

            match Examples and Code Snippets

            copy iconCopy
            const hasOne = (arr, fn) => arr.filter(fn).length === 1;
            
            
            hasOne([1, 2], x => x % 2); // true
            hasOne([1, 3], x => x % 2); // false
            
              
            copy iconCopy
            const closest = (arr, n) =>
              arr.reduce((acc, num) => (Math.abs(num - n) < Math.abs(acc - n) ? num : acc));
            
            
            closest([6, 1, 3, 7, 9], 5); // 6
            
              
            Testing for strings that match or contain a pattern
            Pythondot img3Lines of Code : 0dot img3License : Permissive (BSD-3-Clause)
            copy iconCopy
            pattern = r"[0-9][a-z]"
            pd.Series(
                ["1", "2", "3a", "3b", "03c", "4dx"],
                dtype="string",
            ).str.contains(pattern)
            pd.Series(
                ["1", "2", "3a", "3b", "03c", "4dx"],
                dtype="string",
            ).str.match(pattern)
            pd.Series(
                ["1", "2", "3a", "3b  
            Return a list of source files that match the given dump .
            pythondot img4Lines of Code : 99dot img4License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def list_source_files_against_dump(dump,
                                               path_regex_allowlist=None,
                                               node_name_regex_allowlist=None):
              """Generate a list of source files with information regarding ops and tensors  
            Assert that all objects that match the checkpoint .
            pythondot img5Lines of Code : 48dot img5License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def assert_existing_objects_matched(self):
                """Asserts that trackable Python objects have been matched.
            
                Note that this is a weaker assertion than `assert_consumed`. It will only
                fail for existing Python objects which are (transitive) depe  
            Match row - splits dtype dtypes dtypes .
            pythondot img6Lines of Code : 45dot img6License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def match_row_splits_dtypes(*tensors, **kwargs):
              """Return a copy of `tensors` with row_splits all having the same dtype.
            
              Args:
                *tensors: A list of Tensors or RaggedTensors.
                **kwargs: If 'return_dtype=True', then return a tuple (dtype, t  

            Community Discussions

            QUESTION

            Why is it faster to compare strings that match than strings that do not?
            Asked 2022-Mar-30 at 11:58

            Here are two measurements:

            ...

            ANSWER

            Answered 2022-Mar-30 at 11:57

            Combining my comment and the comment by @khelwood:

            TL;DR:
            When analysing the bytecode for the two comparisons, it reveals the 'time' and 'time' strings are assigned to the same object. Therefore, an up-front identity check (at C-level) is the reason for the increased comparison speed.

            The reason for the same object assignment is that, as an implementation detail, CPython interns strings which contain only 'name characters' (i.e. alpha and underscore characters). This enables the object's identity check.

            Bytecode:

            Source https://stackoverflow.com/questions/71644405

            QUESTION

            Unable to negotiate with 40.74.28.9 port 22: no matching host key type found. Their offer: ssh-rsa
            Asked 2022-Mar-28 at 15:54

            After start of using NixOS as a new package management system, I get the following error when using git within Azure DevOps repositories and rsa ssh key:

            ...

            ANSWER

            Answered 2021-Nov-12 at 12:44

            According to this post, you can add ssh.dev.azure.com host config to your ~/.ssh/config file:

            Final ~/.ssh/config that worked for me:

            Source https://stackoverflow.com/questions/69875520

            QUESTION

            Error while downloading the requirements using pip install (setup command: use_2to3 is invalid.)
            Asked 2022-Mar-05 at 07:13

            version pip 21.2.4 python 3.6

            The command:

            ...

            ANSWER

            Answered 2021-Nov-19 at 13:30

            It looks like setuptools>=58 breaks support for use_2to3:

            setuptools changelog for v58

            So you should update setuptools to setuptools<58 or avoid using packages with use_2to3 in the setup parameters.

            I was having the same problem, pip==19.3.1

            Source https://stackoverflow.com/questions/69100275

            QUESTION

            TypeError: match.loader.options.plugins is not a function
            Asked 2022-Feb-24 at 05:03

            I am trying to use tailwindCSS in a ReactJS app

            These are the scripts commands in package.json file

            ...

            ANSWER

            Answered 2021-Dec-18 at 22:00

            It looks like the Tailwind configuration from CRACO is not needed anymore.

            https://github.com/facebook/create-react-app/issues/11771#issuecomment-997217680

            Look at Tailwind 3.0 install steps: https://tailwindcss.com/docs/guides/create-react-app

            Source https://stackoverflow.com/questions/70403417

            QUESTION

            Build error domain=com.apple.CoreSimulator.SimError, code=405
            Asked 2022-Feb-13 at 11:30

            I can build on my iOS 15 emulator with no problems, but when building on my iOS 15 Device connected to xcode 13. I get the error:

            error Failed to launch the app on simulator, An error was encountered processing the command (domain=com.apple.CoreSimulator.SimError, code=405): Unable to lookup in current state: Shutdown.

            Any ideas?

            Console:

            ...

            ANSWER

            Answered 2021-Sep-24 at 16:03

            do you run your code in an IDE? I faced the same problem today after updating XCode. If I run code in terminal I get other error: CompileSwiftSources normal x86_64 com.apple.xcode.tools.swift.compiler Try this

            Source https://stackoverflow.com/questions/69312343

            QUESTION

            Why do I get an ambiguity error in this code?
            Asked 2022-Jan-29 at 12:43

            Let's say we have these 3 classes:

            ...

            ANSWER

            Answered 2022-Jan-13 at 21:04

            It is ambiguous because of two reasons:

            • both overloads are applicable, and;
            • neither overload is more specific than the other

            Notice that both the f(int, A) overload and the f(float, B) overload can be called with the parameters (i, b), since there is an implicit conversion from int to float, and an implicit conversion from B to A.

            What happens when there are more than one applicable method? Java is supposed to choose the most specific method. This is described in §15.12.2.5 of the language spec. It turns out that it is not the case that one of these overloads are more specific than the other.

            One applicable method m1 is more specific than another applicable method m2, for an invocation with argument expressions e1, ..., ek, if any of the following are true:

            • m2 is generic [...]

            • m2 is not generic, and m1 and m2 are applicable by strict or loose invocation, and where m1 has formal parameter types S1, ..., Sn and m2 has formal parameter types T1, ..., Tn, the type Si is more specific than Ti for argument ei for all i (1 ≤ i ≤ n, n = k).

            • m2 is not generic, and m1 and m2 are applicable by variable arity invocation [...]

            Only the second point applies to the two overloads of f. For one of the overloads to be more specific than the other, every parameter type of one overload has to be more specific than the corresponding parameter type in the other overload.

            A type S is more specific than a type T for any expression if S <: T (§4.10).

            Note that"<:" is the subtyping relationship. B is clearly a subtype of A. float is actually a supertype (not subtype!) of int. This can be derived from the direct subtyping relations listed in §4.10.1. Therefore, neither of the overloads is more specific than the other.

            The language spec goes on to talk about maximally specific methods, which doesn't really apply to f here. Finally, it says:

            Otherwise, the method invocation is ambiguous, and a compile-time error occurs.

            More Examples

            Source https://stackoverflow.com/questions/70702544

            QUESTION

            Why doesn't GHC recognize the function as linear?
            Asked 2022-Jan-29 at 01:41

            I have a very simple snippet:

            ...

            ANSWER

            Answered 2022-Jan-28 at 18:58

            Use pure from Control.Functor.Linear instead, as well as the IO from System.IO.Linear, because contents of Prelude are simply not declared as linear.

            Note that this even simpler example does not compile too:

            Source https://stackoverflow.com/questions/70892911

            QUESTION

            Why is SFINAE for one of the std::basic_string constructors so restrictive?
            Asked 2022-Jan-28 at 12:53
            Background

            Discussion about this was started under this answer for quite simple question.

            Problem

            This simple code has unexpected overload resolution of constructor for std::basic_string:

            ...

            ANSWER

            Answered 2022-Jan-05 at 12:05

            Maybe I'm wrong, but it seems that last part:

            Source https://stackoverflow.com/questions/70591571

            QUESTION

            What is the idiomatic way to do something when an Option is either None, or the inner value meets some condition?
            Asked 2022-Jan-28 at 08:44

            Is there a more idiomatic way to express something like the following?

            ...

            ANSWER

            Answered 2022-Jan-27 at 07:32

            There are many ways to do it. One of the simplest (and arguably most readable) is something like this:

            Source https://stackoverflow.com/questions/70859478

            QUESTION

            What is the significance of 'strongly happens before' compared to '(simply) happens before'?
            Asked 2022-Jan-02 at 18:21

            The standard defines several 'happens before' relations that extend the good old 'sequenced before' over multiple threads:

            [intro.races]

            11 An evaluation A simply happens before an evaluation B if either

            (11.1) — A is sequenced before B, or
            (11.2) — A synchronizes with B, or
            (11.3) — A simply happens before X and X simply happens before B.

            [Note 10: In the absence of consume operations, the happens before and simply happens before relations are identical. — end note]

            12 An evaluation A strongly happens before an evaluation D if, either

            (12.1) — A is sequenced before D, or
            (12.2) — A synchronizes with D, and both A and D are sequentially consistent atomic operations ([atomics.order]), or
            (12.3) — there are evaluations B and C such that A is sequenced before B, B simply happens before C, and C is sequenced before D, or
            (12.4) — there is an evaluation B such that A strongly happens before B, and B strongly happens before D.

            [Note 11: Informally, if A strongly happens before B, then A appears to be evaluated before B in all contexts. Strongly happens before excludes consume operations. — end note]

            (bold mine)

            The difference between the two seems very subtle. 'Strongly happens before' is never true for matching pairs or release-acquire operations (unless both are seq-cst), but it still respects release-acquire syncronization in a way, since operations sequenced before a release 'strongly happen before' the operations sequenced after the matching acquire.

            Why does this difference matter?

            'Strongly happens before' was introduced in C++20, and pre-C++20, 'simply happens before' used to be called 'strongly happens before'. Why was it introduced?

            [atomics.order]/4 says that the total order of all seq-cst operations is consistent with 'strongly happens before'.

            Does it mean that it's not consistent with 'simply happens before'? If so, why not?

            I'm ignoring the plain 'happens before', because it differs from 'simply happens before' only in its handling of memory_order_consume, the use of which is temporarily discouraged, since apparently most (all?) major compilers treat it as memory_order_acquire.

            I've already seen this Q&A, but it doesn't explain why 'strongly happens before' exists, and doesn't fully address what it means (it just states that it doesn't respect release-acquire syncronization, which isn't completely the case).

            Found the proposal that introduced 'simply happens before'.

            I don't fully understand it, but it explains following:

            • 'Strongly happens before' is a weakened version of 'simply happens before'.
            • The difference is only observable when seq-cst is mixed with aqc-rel on the same variable (I think, it means when an acquire load reads a value from a seq-cst store, or when an seq-cst load reads a value from a release store). But the exact effects of mixing the two are still unclear to me.
            ...

            ANSWER

            Answered 2022-Jan-02 at 18:21

            Here's my current understanding, which could be incomplete or incorrect. A verification would be appreciated.

            C++20 renamed strongly happens before to simply happens before, and introduced a new, more relaxed definition for strongly happens before, which imposes less ordering.

            Simply happens before is used to reason about the presence of data races in your code. (Actually that would be the plain 'happens before', but the two are equivalent in absence of consume operations, the use of which is discouraged by the standard, since most (all?) major compilers treat them as acquires.)

            The weaker strongly happens before is used to reason about the global order of seq-cst operations.

            This change was introduced in proposal P0668R5: Revising the C++ memory model, which is based on the paper Repairing Sequential Consistency in C/C++11 by Lahav et al (which I didn't fully read).

            The proposal explains why the change was made. Long story short, the way most compilers implement atomics on Power and ARM architectures turned out to be non-conformant in rare edge cases, and fixing the compilers had a performance cost, so they fixed the standard instead.

            The change only affects you if you mix seq-cst operations with acquire-release operations on the same atomic variable (i.e. if an acquire operation reads a value from a seq-cst store, or a seq-cst operation reads a value from a release store).

            If you don't mix operations in this manner, then you're not affected (i.e. can treat simply happens before and strongly happens before as equivalent).

            The gist of the change is that the synchronization between a seq-cst operation and the corresponding acquire/release operation no longer affects the position of this specific seq-cst operation in the global seq-cst order, but the synchronization itself is still there.

            This makes the seq-cst order for such seq-cst operations very moot, see below.

            The proposal presents following example, and I'll try to explain my understanding of it:

            Source https://stackoverflow.com/questions/70554277

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

            Vulnerabilities

            No vulnerabilities reported

            Install match

            If you already have ElasticSearch running:.
            WORKER_COUNT (default: 4) The number of gunicorn workers to spin up.
            ELASTICSEARCH_URL (default: elasticsearch:9200) A URL pointing to the Elasticsearch database where image signatures are to be stored. If you don't want to host your own Elasticsearch cluster, consider using AWS Elasticsearch Service. That's what we use.
            ELASTICSEARCH_INDEX (default: images) The index in the Elasticsearch database where image signatures are to be stored.
            ELASTICSEARCH_DOC_TYPE (default: images) The doc type used for storing image signatures.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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          • HTTPS

            https://github.com/dsys/match.git

          • CLI

            gh repo clone dsys/match

          • sshUrl

            git@github.com:dsys/match.git

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