feat(popcount): Clean up popularity counting script
Adds the script used to generate the popularity information for all of nixpkgs. The README lists the (currently somewhat rough) usage instructions.
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5 changed files with 93 additions and 51 deletions
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{ pkgs ? import <nixpkgs> { config.allowUnfree = false; }
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, target }:
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let
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inherit (pkgs) coreutils runCommand writeText;
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inherit (builtins) replaceStrings readFile toFile fromJSON toJSON foldl' listToAttrs;
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path = [ pkgs."${target}" ];
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# graphJSON abuses feature in Nix that makes structured runtime
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# closure information available to builders. This data is imported
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# back via IFD to process it for layering data.
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graphJSON =
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path:
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runCommand "build-graph" {
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__structuredAttrs = true;
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exportReferencesGraph.graph = path;
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PATH = "${coreutils}/bin";
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builder = toFile "builder" ''
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. .attrs.sh
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cat .attrs.json > ''${outputs[out]}
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'';
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} "";
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buildClosures = paths: (fromJSON (readFile (graphJSON paths)));
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buildGraph = paths: listToAttrs (map (c: {
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name = c.path;
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value = {
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inherit (c) closureSize references;
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};
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}) (buildClosures paths));
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# Nix does not allow attrbute set keys to refer to store paths, but
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# we need them to for the purpose of the calculation. To work around
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# it, the store path prefix is replaced with the string 'closure/'
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# and later replaced again.
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fromStorePath = replaceStrings [ "/nix/store" ] [ "closure/" ];
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toStorePath = replaceStrings [ "closure/" ] [ "/nix/store/" ];
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buildTree = paths:
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let
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graph = buildGraph paths;
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top = listToAttrs (map (p: {
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name = fromStorePath (toString p);
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value = {};
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}) paths);
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in top;
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outputJson = thing: writeText "the-thing.json" (builtins.toJSON thing);
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in outputJson (buildClosures path).graph
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39
tools/nixery/popcount/README.md
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39
tools/nixery/popcount/README.md
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popcount
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========
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This script is used to count the popularity for each package in `nixpkgs`, by
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determining how many other packages depend on it.
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It skips over all packages that fail to build, are not cached or are unfree -
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but these omissions do not meaningfully affect the statistics.
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It currently does not evaluate nested attribute sets (such as
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`haskellPackages`).
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## Usage
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1. Generate a list of all top-level attributes in `nixpkgs`:
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```shell
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nix eval '(with builtins; toJSON (attrNames (import <nixpkgs> {})))' | jq -r | jq > all-top-level.json
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```
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2. Run `./popcount > all-runtime-deps.txt`
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3. Collect and count the results with the following magic incantation:
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```shell
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cat all-runtime-deps.txt \
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| sed -r 's|/nix/store/[a-z0-9]+-||g' \
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| sort \
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| uniq -c \
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| sort -n -r \
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| awk '{ print "{\"" $2 "\":" $1 "}"}' \
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| jq -c -s '. | add | with_entries(select(.value > 1))' \
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> your-output-file
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```
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In essence, this will trim Nix's store paths and hashes from the output,
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count the occurences of each package and return the output as JSON. All
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packages that have no references other than themselves are removed from the
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output.
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1
tools/nixery/popcount/empty.json
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1
tools/nixery/popcount/empty.json
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[]
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53
tools/nixery/popcount/popcount.nix
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53
tools/nixery/popcount/popcount.nix
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# Copyright 2019 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# https://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# This script, given a target attribute in `nixpkgs`, builds the
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# target derivations' runtime closure and returns its reference graph.
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#
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# This is invoked by popcount.sh for each package in nixpkgs to
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# collect all package references, so that package popularity can be
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# tracked.
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#
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# Check out build-image/group-layers.go for an in-depth explanation of
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# what the popularity counts are used for.
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{ pkgs ? import <nixpkgs> { config.allowUnfree = false; }, target }:
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let
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inherit (pkgs) coreutils runCommand writeText;
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inherit (builtins) readFile toFile fromJSON toJSON listToAttrs;
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# graphJSON abuses feature in Nix that makes structured runtime
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# closure information available to builders. This data is imported
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# back via IFD to process it for layering data.
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graphJSON = path:
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runCommand "build-graph" {
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__structuredAttrs = true;
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exportReferencesGraph.graph = path;
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PATH = "${coreutils}/bin";
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builder = toFile "builder" ''
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. .attrs.sh
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cat .attrs.json > ''${outputs[out]}
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'';
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} "";
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buildClosures = paths: (fromJSON (readFile (graphJSON paths)));
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buildGraph = paths:
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listToAttrs (map (c: {
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name = c.path;
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value = { inherit (c) closureSize references; };
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}) (buildClosures paths));
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in writeText "${target}-graph"
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(toJSON (buildClosures [ pkgs."${target}" ]).graph)
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