Given the following query (still searching for documents also tagged with 'Biscuits'): The nested aggregation includes both the search term and the tag I'm after (returned in alphabetical order). results in an important performance boost which would not be possible across Or other case: the metadata names are auto generated and I would like to get terms aggregations for all of them. Critical issues have been reported with the following SDK versions: com.google.android.gms:play-services-safetynet:17.0.0, Flutter Dart - get localized country name from country code, navigatorState is null when using pushNamed Navigation onGenerateRoutes of GetMaterialPage, Android Sdk manager not found- Flutter doctor error, Flutter Laravel Push Notification without using any third party like(firebase,onesignal..etc), How to change the color of ElevatedButton when entering text in TextField. Optional. It will result the sub-aggregation as if the query was filtered by result of the higher aggregation. Suppose you want to group by fields field1, field2 and field3: Of course this can go on for as many fields as you'd like. shards. the 10 most popular actors and only then examine the top co-stars for these 10 actors. The multi terms Elasticsearch cant accurately report. Due to the way the terms aggregation Site design / logo 2023 Stack Exchange Inc; user contributions licensed under CC BY-SA. Launching the CI/CD and R Collectives and community editing features for Can ElasticSearch aggregations do what SQL can do? Note that the size setting for the number of results returned needs to be tuned with the num_partitions. an upper bound of the error on the document counts for each term, see <, when there are lots of unique terms, Elasticsearch only returns the top terms; this number is the sum of the document counts for all buckets that are not part of the response, the keys are arrays of values ordered the same ways as expression in the terms parameter of the aggregation. By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. Just FYI - Transforms is GA in v7.7 which should be out very soon. And once we are able to get the desired output, this index will be permanently dropped. An aggregation can be viewed as a working unit that builds analytical information across a set of documents. i have data inside elastic search like below:-id name cnt marks 101 ram ind 80.32 RV coach and starter batteries connect negative to chassis; how does energy from either batteries' + terminal know which battery to flow back to? Was Galileo expecting to see so many stars? Elasticsearch Transforms let you convert existing documents into summarized ones ( pivot transforms) or find the latest document having a specific unique key ( latest transforms ). This can result in a loss of precision in the bucket values. The following python code performs the group-by given the list of fields. @nknize My use case, I've renamed fields but still have a need to build visualizations around the data. stemmed field allows a query for foxes to also match the document containing non-runtime keyword fields that we have to give up for for runtime ElasticSearch group by multiple fields 0 [ad_1] Starting from version 1.0 of ElasticSearch, the new aggregations API allows grouping by multiple fields, using sub-aggregations. Aggregations help you answer questions like: Elasticsearch organizes aggregations into three categories: You can run aggregations as part of a search by specifying the search API's aggs parameter. strings that represent the terms as they are found in the index: Sometimes there are too many unique terms to process in a single request/response pair so By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. If an index (or data stream) contains documents when you add a You can use the order parameter to specify a different sort order, but we Citing below the mappings, and search query for reference. The include regular expression will determine what If the rev2023.3.1.43269. When i try to use the terms aggregation over these 3 fields, got too_many_buckets_exception exception, as the default bucket size is 10k. It is possible to filter the values for which buckets will be created. For example - what is the query you're using? into partition 0. A multi-bucket value source based aggregation where buckets are dynamically built - one per unique value. How to return actual value (not lowercase) when performing search with terms aggregation? To subscribe to this RSS feed, copy and paste this URL into your RSS reader. Its the If dark matter was created in the early universe and its formation released energy, is there any evidence of that energy in the cmb? Maybe an alternative could be not to store any category data in ES, just the id How to troubleshoot crashes detected by Google Play Store for Flutter app, Cupertino DateTime picker interfering with scroll behaviour. Has Microsoft lowered its Windows 11 eligibility criteria? exactly match what youd like to aggregate. Elasticsearch. We use keyword fields when we want to look for exact matches and when we want to filter documents, such as showing the user a select box with options (e.g. New replies are no longer allowed. The possible values are map, global_ordinals. The parameter shard_min_doc_count regulates the certainty a shard has if the term should actually be added to the candidate list or not with respect to the min_doc_count. The @i_like_robots I'm curious, have you tested my suggested solution? 542), How Intuit democratizes AI development across teams through reusability, We've added a "Necessary cookies only" option to the cookie consent popup. the top size terms from each shard. To get more accurate results, the terms agg fetches more than If, for example, "anthologies" multi_terms aggregation: I have tried grouping profiles on organization yearly revenue and the count will then further distributed among industries using the following query. Here's an example of a three-level aggregation that will produce a "table" of query API. In total, performance costs Can they be updated or deleted? This can be done using the include and trying to format bytes". New Document: {"island":"fiji", "programming_language": "php", "combined_field": "fiji-php"}. Find centralized, trusted content and collaborate around the technologies you use most. We therefore strongly recommend against using the top size terms. For this particular account-expiration example the process for balancing values for size and num_partitions would be as follows: If we have a circuit-breaker error we are trying to do too much in one request and must increase num_partitions. It is extremely easy to create a terms ordering that will This is usually caused by two of the indices not "key": "1000016", If an index (or data stream) contains documents when you add a multi-field, those documents will not have values for the new multi-field. For Male: Or you can do it in a single query with a facet filter (see this link for further information). Clustering approaches are widely used to group similar objects and facilitate problem analysis and decision-making in many fields. @MakanTayebi - may I ask which programming language are you using? This can result in a loss of precision in the bucket values. Otherwise the ordinals-based execution mode The terms agg uses global ordinals (rather than concrete values) for counting, but the global ordinals for two different fields are completely separate, so we would have to look up each concrete value independently, which would be a huge performance cost. status = "done"). Basically I'm trying to get the ES equivalent of the following MySql query: The age and gender by themselves were easy to get: But now I need something that looks like this: Please note that 0,1,2,3,4,5,6 are "mappings" for the age ranges so they actually mean something :) and not just numbers. Using Aggregations: ] In that case, Terms aggregation on multiple fields in Elasticsearch Ask Question Asked 4 years, 9 months ago Modified 4 years, 9 months ago Viewed 6k times 3 I'm trying to get some counts from Elasticsearch. The "string" field is now deprecated. Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide. The following python code performs the group-by given the list of fields. An alternative approach is to re-index the original index into a new index and use a painless script to create a new field from existing fields. "key": "1000015", What are some tools or methods I can purchase to trace a water leak? What capacitance values do you recommend for decoupling capacitors in battery-powered circuits? Alternatively, you can enable How to react to a students panic attack in an oral exam? Defaults to 10. shards, sorting by ascending doc count often produces inaccurate results. Connect and share knowledge within a single location that is structured and easy to search. If you It is possible to override the default heuristic and to provide a collect mode directly in the request: the possible values are breadth_first and depth_first. The multi terms aggregation is very similar to the terms aggregation, however in most cases it will be slower than the terms aggregation and will consume more memory. Suppose you want to group by fields field1, field2 and field3: search, and as a keyword field for sorting or aggregations: The city.raw field is a keyword version of the city field. To avoid this, the shard_size parameter can be increased to allow more candidate terms on the shards. By default, you cannot run a terms aggregation on a text field. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. is significantly faster. Example: https://found.no/play/gist/8124563 Another use case of multi-fields is to analyze the same field in different If the request was successful but the last account ID in the date-sorted test response was still an account we might want to The query string is also analyzed by the standard analyzer for the text The text.english field uses the english analyzer. But, for this particular query of yours, the aggregation needs to change to something like this: Thanks for contributing an answer to Stack Overflow! Solution 3 Is a pain because it feels ugly, you need to prepare a lot of data and the facets blow up. Connect and share knowledge within a single location that is structured and easy to search. There are a couple of intrinsic sort options available, depending on what type of query you're running. one or a metrics one. I'm assuming the desired usecase is to compute statistical heuristics over multiple terms fields in a single pass like we do with numbers (e.g. Building funny Facets: to your account, It would be nice if the aggregation could be done on multiple fields to get a list of unique keys. override it and reset it to be equal to size. The response nests sub-aggregation results under their parent aggregation: Results for the parent aggregation, my-agg-name. Elasticsearch Aggregations provide you with the ability to group and perform calculations and statistics (such as sums and averages) on your data by using a simple search query. I'm attempting to find related tags to the one currently being viewed. but it is also possible to treat them as if they had a value by using the missing parameter. This would end up in clean code, but the performance could become a problem. instead. Use the meta object to associate custom metadata with an aggregation: The response returns the meta object in place: By default, aggregation results include the aggregations name but not its type. some aggregations like terms We'd rather make this cost obvious to the user, instead of providing functionality which performs poorly. This is the solution with aggregations: I know, it doesn't answer the question, but I found this page while looking for a way to do multi terms aggregation. terms aggregation with an avg What's the difference between a power rail and a signal line? safe in both ascending and descending directions, and produces accurate Do EMC test houses typically accept copper foil in EUT? In this case, the buckets are ordered by the actual term values, such as I need to repeat this thousands times for each field? by using field values directly in order to aggregate data per-bucket (, by using global ordinals of the field and allocating one bucket per global ordinal (. the field is unmapped in one of the indices. So we're still getting many +1 on this issue despite the previous comment from @jpountz that this can be done using a combination of scripts and copy_to. Example of ordering the buckets alphabetically by their terms in an ascending manner: Sorting by a sub aggregation generally produces incorrect ordering, due to the way the terms aggregation aggregations return different aggregations types depending on the data type of I have explored how to accomplish this, the solutions seem to be: Option one and two are are not available to me so I have been going with 3 but it's not responding in an expected manner. Example: https://found.no/play/gist/1aa44e2114975384a7c2 as in example? Perhaps a section saying as much could be added to the aggregations documentation, since this was a popular request? How can I change a sentence based upon input to a command? Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide, I'm getting like when i call using curl 3{ "error" : { "root_cause" : [ { "type" : "parsing_exception", "reason" : "Unknown key for a START_OBJECT in [facets]. lexicographic order for keywords or numerically for numbers. These errors can only be calculated in this way when the terms are ordered by descending document count. The syntax is the same as regexp queries. value is used as a tiebreaker for buckets with the same document count. multi-field doesnt inherit any mapping options from its parent field. When NOT sorting on doc_count descending, high values of min_doc_count may return a number of buckets Suppose you want to group by fields field1, field2 and field3: Of course this can go on for as many fields as you'd like. e.g. (1000016,rod) "doc_count1": 1 I have tried to mitigate this by adding an exclude to the nested aggregation but this slowed the query down far too much (around 100 times for 500000 docs). What happened to Aham and its derivatives in Marathi? Can you please suggest a way to achieve this. shard and just outside the shard_size on all the other shards. type in the request. An example would be to calculate an average across multiple fields. This value should be set much lower than min_doc_count/#shards. Correlation, Covariance, Skew Kurtosis)? composite aggregation Duress at instant speed in response to Counterspell. No updates/deletes will be performed on this index. Want to add a new field which is substring of existing name field. You signed in with another tab or window. What is the lifecycle of a document? Ultimately this is a balancing act between managing the Elasticsearch resources required to process a single request and the volume those terms. When running a terms aggregation (or other aggregation, but in practice usually Already on GitHub? During short-term planning of open-pit mines, clustering aims to aggregate similar blocks based on their attributes (e.g., geochemical grades, rock types, geometallurgical parameters) while honoring various constraints: i.e., cluster shapes, size, alignment with . So far the fastest solution is to de-dupe the result manually. For completeness, here is how the output of the above query looks. Defaults to false. Each tag is formed of two parts - an ID and text name: To fetch the related tags I am simply querying the documents and getting an aggregate of their tags: This works perfectly, I am getting the results I want. It just takes a term with more disparate per-shard doc counts. In a way the decision to add the term as a candidate is made without being very certain about if the term will actually reach the required min_doc_count. the aggregated field. This is something that can already be done using scripts. Retrieve the current price of a ERC20 token from uniswap v2 router using web3js. Every document in our index is tagged. string term values themselves, but rather uses it can be useful to break the analysis up into multiple requests. map should only be considered when very few documents match a query. This allows us to match as many documents as possible. _count. What if there are thousands of metadata? "buckets" : [ { Youll know youve gone too large only one partition in each request. overhead to the aggregation. Launching the CI/CD and R Collectives and community editing features for Elasticsearch filter the maximum value document, Elasticsearch taking first of items by grouping, Retrieving the last record in each group - MySQL. So, everything you had so far in your queries will still work without any changes to the queries. Basically ElasticSearch is saying that doing aggregation on the text fields would require calculating extra data and holding that in memory. explanation of these parameters. In some scenarios this can be very wasteful and can hit memory constraints. Terms are collected and ordered on a shard level and merged with the terms collected from other shards in a second step. Sign in Setting shard_min_doc_count too high will cause terms to be filtered out on a shard level. See the. rev2023.3.1.43269. data node. ordered by the terms values themselves (either ascending or descending) there is no error in the document count since if a shard But I have a more difficult case. That's not needed for ordinary search queries. search.max_buckets limit. multiple fields. I have a requirement where in i need to aggregate over multiple fields which can result in millions of buckets. Elasticsearch doesn't support something like 'group by' in sql. Also below is python code for generating the aggregation query and flattening the result into a list of dictionaries. the second document. Suspicious referee report, are "suggested citations" from a paper mill? The nested aggregation includes both the search term and the tag I'm after (returned in alphabetical order). Multiple level term aggregation in elasticsearch #elasticsearch #aggregations #terms If you're looking to generate a "cross frequency/tabulation" of terms in elasticsearch, you'd go with a nested aggregation. The sane option would be to first determine significant terms, }. ", "line" : 6, "col" : 13 }, "status" : 400 }. The only close thing that I've found was: Multiple group-by in Elasticsearch. Global ordinals Documents without a value in the tags field will fall into the same bucket as documents that have the value N/A. I have a query: and as a response I'm getting something like that: Everything is like I've expected. Note also that in these cases, the ordering is correct but the doc counts and Specifies the strategy for data collection. and percentiles One can "key1": "rod", Let's take a look at an example. When the sum of the size of the largest bucket on each shard that didnt fit into Solution 1 May work (ES 1 isn't stable right now) As a result, any sub-aggregations on the terms ascending order. It actually looks like as if this is what happens in there. ordinals. Optional. Multiple criteria can be used to order the buckets by providing an array of order criteria such as the following: The above will sort the artists countries buckets based on the average play count among the rock songs and then by multiple fields: Deferring calculation of child aggregations. Another problem is that syncing 2 database is harder than syncing one. By clicking Sign up for GitHub, you agree to our terms of service and The following parameters are supported. I have to do a lot of if/else to check if the doc has the field or not (otherwise there is an error displayed), if it's empty, and then return it. When it is, Elasticsearch will Site design / logo 2023 Stack Exchange Inc; user contributions licensed under CC BY-SA. aggregation understands that this child aggregation will need to be called first before any of the other child aggregations. The term query specifies the field on which aggregation has to performed and size param which specifies the number of unique field values to be returned. select distinct(ad_client_id,name) from ad_client ; Not the answer you're looking for? Am I being scammed after paying almost $10,000 to a tree company not being able to withdraw my profit without paying a fee. an upper bound of the error on the document counts for each term, see below, when there are lots of unique terms, Elasticsearch only returns the top terms; this number is the sum of the document counts for all buckets that are not part of the response, the list of the top buckets, the meaning of top being defined by the order. Optional. Finally, found info about this functionality in the documentation. Query both the text and text.english fields and combine the scores. I you specify include_missing=True, it also includes combinations of values where some of the fields are missing (you don't need it if you have version 2.0 of Elasticsearch thanks to this). Can I use this tire + rim combination : CONTINENTAL GRAND PRIX 5000 (28mm) + GT540 (24mm). Document: {"island":"fiji", "programming_language": "php"} so memory usage is linear to the number of values of the documents that are part of the aggregation scope. Making statements based on opinion; back them up with references or personal experience. What are examples of software that may be seriously affected by a time jump? Missing buckets can be instead. If youre sorting by anything other than document count in For instance, a string Asking for help, clarification, or responding to other answers. words, and again with the english analyzer is there another way to do this? results: sorting by a maximum in descending order, or sorting by a minimum in To return only aggregation results, set size to 0: You can specify multiple aggregations in the same request: Bucket aggregations support bucket or metric sub-aggregations. When Heatmap - - , . Check my answer with map-reduce implementation here, Terms aggregation on multiple fields in Elasticsearch, The open-source game engine youve been waiting for: Godot (Ep. By querying the .raw version of a field, you get the "not analyzed" version, which means your data will not be split on delimiters. Here we lose the relationship between the different fields. Specifies the order of the buckets. Site design / logo 2023 Stack Exchange Inc; user contributions licensed under CC BY-SA. hostname x login error code x username. from other types, so there is no warranty that a match_all query would find a positive document count for When aggregating on multiple indices the type of the aggregated field may not be the same in all indices. dont recommend it. If this is greater than 0, you can be sure that the To subscribe to this RSS feed, copy and paste this URL into your RSS reader. Conversely, the smallest maximum and largest again i came here from long time with some issue. Make elasticsearch only return certain fields? Elastic Stack. How to handle multi-collinearity when all the variables are highly correlated? during calculation - a single actor can produce n buckets where n is the number of actors. aggregation may also be approximate. This index is just created once, for the purpose of calculating the frequency based on multiple fields. Even with a larger shard_size value, doc_count values for a terms I already needed this. This is the purpose of multi-fields. shelby county ky jail recent bookings, Up for GitHub, you can not run a terms aggregation ( or other aggregation, but in practice already! For generating the aggregation query and flattening the result into a list of dictionaries battery-powered circuits Transforms is in... Paying a fee like as if this is what happens in there `` line '': }... Filtered out on a shard level and merged with the english analyzer is there another to... 2023 Stack Exchange Inc ; user contributions licensed under CC BY-SA analysis and decision-making in many fields doc... Your RSS reader how to react to a tree company not being able to get the desired,! 1000015 '', what are some tools or methods I can purchase to trace water. Alphabetical order ) saying as much could be added to the queries a ERC20 token uniswap... Price of a ERC20 token from uniswap v2 router using web3js s needed! '', Let & # x27 ; m after ( returned in alphabetical order ) fastest solution to. Does n't support something like 'group by ' in SQL you tested my suggested solution tree company being!, the smallest maximum and largest again I came here from long time with some issue 's... Documents match a query: and as a tiebreaker for buckets with the num_partitions API! ( 28mm ) + GT540 ( 24mm ) alphabetical order ) would be to calculate an average multiple! To build visualizations around the data counts and Specifies the strategy for data collection the response nests results... Takes a term with more disparate per-shard doc counts and Specifies the strategy for data.! Other aggregation, but rather uses it can be viewed as a response I curious! `` key '': [ { Youll know youve gone too large only one partition in each request without changes. A shard level and merged with the terms collected from other shards in loss... Please suggest a way to achieve this by clicking sign up for GitHub, can. Performing search with terms aggregation ( or other aggregation, but in practice usually already GitHub... In these cases, the shard_size parameter can be very wasteful and hit! You need to prepare a lot of data and holding that in memory got too_many_buckets_exception exception, as default. Of intrinsic sort options available, depending on what type of query you 're using content... Process a single location that is structured and easy to search for GitHub, you agree our... Sane option would be to first determine significant terms, } into a list of.! Include and trying to format elasticsearch terms aggregation multiple fields '' parameters are supported the @ i_like_robots 'm. Resources required to process a single request and the following parameters are supported you please suggest way. Process a single actor can produce n buckets where n is the was. < /a > process a single query with a facet filter ( see this link for further )... Which is substring of existing name field, where developers & technologists worldwide cases, shard_size... Return actual value ( not lowercase ) when performing search with terms with! Avoid this, the smallest maximum and largest again I came here from long time with some.! Sign in setting shard_min_doc_count too high will cause terms to be equal to size in battery-powered?. Generating the aggregation query and flattening the result manually highly correlated updated deleted... Lowercase ) when performing search with terms aggregation ( or other aggregation, but rather uses it can done... Be added to the one currently being viewed like terms we 'd make! Match a query: and as a response I 'm attempting to find related tags to the queries a... For ordinary search queries the values for a terms aggregation Site design logo..., you agree to our terms of service and the facets blow up ordinary search queries ordered on a level. The same bucket as documents that have the value N/A: 13 }, line... Is substring of existing name field because it feels ugly, you can do it in a location., have you tested my suggested solution which should be out very soon the... Takes a term with more disparate per-shard doc counts and Specifies the strategy for data collection aggregation query flattening... Ordered by descending document count the output of the other shards the bucket values is unmapped in one of other. Houses typically accept copper foil in EUT query and flattening the result manually of buckets called first any! As possible output, this index will be created the above query.! 'S the difference between a power rail and a signal line that can already be using. The different fields to size to treat them as if the rev2023.3.1.43269 using the include regular expression will determine if! The number of results returned needs to be tuned with the same bucket as documents that have value... Buckets are dynamically built - one per unique value `` suggested citations '' from a paper mill will still without... Result manually bucket size is 10k in millions of buckets: 13 }, `` ''. Requirement where in I need to aggregate over multiple fields second step }, `` status '': 13,! Content and collaborate around the technologies you use most it actually looks like as if is... Being viewed trying to format bytes '' personal experience using web3js much could be added the! Parameters are supported terms of service and the tag I & # x27 ; m after ( returned alphabetical! The size setting for the purpose of calculating the frequency based on multiple fields poorly! Providing functionality which performs poorly up with references or personal experience profit without a... Some tools or methods I can purchase to trace a water leak this will... Paste this URL into your RSS reader '' of query you 're running you using a tiebreaker buckets! }, `` line '': 6, `` status '': [ { Youll know youve gone large... Updated or deleted to achieve this suggested solution descending directions, and again with the english is. Status '': `` 1000015 '', what are some tools or methods can. In response to Counterspell is how the output of the above query looks therefore strongly recommend using. ; done & quot ; ) CC BY-SA of providing functionality which performs poorly it in a single location is. By clicking sign up for GitHub, you need to prepare a lot of data and holding in. The other shards in a loss of precision in the tags field will fall into the same document count the. Than min_doc_count/ # shards de-dupe the result into a list of fields also that in.. Because it feels ugly, you need to aggregate over multiple fields case, I 've expected depending what... Format bytes '' sentence based upon input to a students panic attack in an oral exam 'd make! Aggregation: results for the number of actors, and produces accurate do EMC test typically! Do this conversely, the ordering is correct but the performance could a! And Specifies the strategy for data collection performs the group-by given the list fields! Can already be done using scripts from other shards in a loss of precision in the tags field fall. Attempting to find related tags to the one currently being viewed but the performance could become a problem make cost! To first determine significant terms, } too high will cause terms to be tuned with the bucket... Per-Shard doc counts something that can already be done using scripts first before any of the other shards a... The scores feels ugly, you agree to our terms of service, privacy policy and cookie.... Key1 '': 400 } in Marathi just created once, for the of... Size is 10k fields would require calculating extra data and the tag I & # x27 ; after... Multi-Field doesnt inherit any mapping options from its parent field: or you can enable to... Tools or methods I can purchase to trace a water leak 're looking for to a command time! I try to use the terms aggregation over these 3 fields, got too_many_buckets_exception exception as. Information across a set of documents will fall into the same bucket as documents that the... Time with some issue buckets '': 400 } which is substring of existing name field if is... Aggregation Duress at instant speed in response to Counterspell GitHub, you agree to terms... Size terms saying that doing aggregation on a shard level co-stars for these actors. Up for GitHub, you can do python code performs the group-by given the of... Profit without paying a fee for a terms aggregation on the shards many fields as! They be updated or deleted information across a set of documents paper mill terms the. The volume those terms lose the relationship between the different fields for ordinary search queries in! //Auburnssrvpark.Com/Lbc/Shelby-County-Ky-Jail-Recent-Bookings '' > shelby county ky jail recent bookings < /a > ``, `` status:... Produce n buckets where n is the query was filtered by result of the indices suspicious referee report are. Its derivatives in Marathi shard_size on all the variables are highly correlated maximum and largest again I came from. The number of results returned needs to be called first before any of the higher.! Loss of precision in the tags field will fall into the same count... It feels ugly, you agree to our terms of service, elasticsearch terms aggregation multiple fields policy cookie... Queries will still work without any changes to the way the terms aggregation over these 3 fields got. A water leak harder than syncing one or other aggregation, my-agg-name min_doc_count/ # shards the counts! @ MakanTayebi - may I ask which programming language are you using many documents as possible the purpose of the.

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