8340 Commits

Author SHA1 Message Date
Louis Dureuil
71e7900c67
move index_map to file 2023-02-23 11:29:11 +01:00
Louis Dureuil
431782f3ee
Move index_mapper to mod.rs 2023-02-23 11:29:11 +01:00
Louis Dureuil
3db613ff77
Don't iterate all indexes manually 2023-02-23 11:29:09 +01:00
Louis Dureuil
5822764be9
Skip computing index budget in tests 2023-02-23 11:23:39 +01:00
Louis Dureuil
c63294f331
Switch to 2TiB default index size, updates documentation 2023-02-23 11:23:39 +01:00
Louis Dureuil
a529bf160c
Compute budget 2023-02-23 11:23:39 +01:00
Louis Dureuil
f1119f2dc2
Add dichotomic search to utils 2023-02-23 11:23:39 +01:00
Louis Dureuil
1db7d5d851
Add basic tests for index eviction and resize 2023-02-23 11:23:39 +01:00
Louis Dureuil
80b060f920
Use LRU cache 2023-02-23 11:23:39 +01:00
Louis Dureuil
fdf043580c
Add LruMap 2023-02-23 11:23:38 +01:00
bors[bot]
f62703cd67
Merge #3534
3534: Update the csv error code from InvalidIndexCsvDelimiter to InvalidDocumentCsvDelimiter r=Kerollmops a=irevoire

Fixes #3533

Co-authored-by: Tamo <tamo@meilisearch.com>
2023-02-23 07:05:12 +00:00
Tamo
76f82c880d update the csv error code from InvalidIndexCsvDelimiter to InvalidDocumentCsvDelimiter 2023-02-22 19:26:48 +01:00
bors[bot]
6eeba3a8ab
Merge #3417
3417: Allow multiple searches in a single request r=irevoire a=dureuill

# Pull Request

## Related issue
Fixes #3427

## What does this PR do?

### User standpoint

- Adds a new `/multi-search` entry point (not to be confused with the existing `/{index_uid}/search` entry points) that accepts a POST whose body is an object containing an array of queries.
    - Each query must specify on which index it acts by providing its `indexUid`. Other parameters are identical to the one in the existing search routes (`q`, `limit`, etc.).
    - The response is a JSON object containing an array of the results for each search query as if it had been performed using the `/{index_uid}/search` routes.

### Implementation standpoint

- Refactor authentication module:
  -  Allow tenant token to be checked even without an index in URL
  - Add `meilisearch-auth` as a dependency to `index-scheduler` so as to have a working method of checking if the indexes are authorized there that takes into account both the API key and the tenant token (existing method relied on a behavior that was returning the allowed indexes from the API key as long as there weren't any tenant token)
  - Make `AuthFilter` an object with invariants and so its fields are now private
  - Use the methods of `AuthFilter` to know if an index is authorized rather than relying on its internal search rules.
  - Make tenant token search rules optional and `None` when the `AuthFilter` was not built with a tenant token.
- Add a new `routes::index::search::multiple_search` module containing a post handler that performs the same work as the existing `routes::index::search` post handler, but in a loop.
  - Add various tests
  - Add authentication test suite 

### Sample request


<details>
<summary>
Click to see request/response
</summary>

```json
~/datasets
❯ curl \
  -X POST 'http://localhost:7700/multi-search' \
  -H 'Content-Type: application/json' \
  --data-binary '{"queries": [{ "indexUid": "index-0", "q": "toto", "limit": 1 }, {"indexUid": "index-1", "q": "titi", "limit": 1}]}' | jsonxf
{ "results": [
  {
    "indexUid": "index-0",
    "hits": [
      {
        "id": 20480,
        "title": "Toto - 25th Anniversary - Live in Amsterdam",
        "overview": "Filmed in High Definition in Amsterdam on Toto's 25th Anniversary Tour in 2003, this stunning concert captures the band at their very best, reunited with original vocalist Bobby Kimball. The set combines all their hits with tracks from their latest album \"Through the Looking Glass\" and other live favorites, performed in front of a wildly enthusastic sell-out crowd. Extras include 35 minute behind-the-scenes film following the band through various stages of their world tour including footage from Japan, Thailand, South Korea, and France.  Toto celebrate their 25th anniversary with this blistering live concert, filmed in Amsterdam on February 25th, 2003. Proving they've still got exactly what it takes to move a crowd, the band perform a mixture of medley's, solo spots, and huge hits. Tracks include \"Rosanna,\" \"Africa,\" \"Hold The Line,\" a cover of the Beatles' \"While My Guitar Gently Weeps,\" and many more.",
        "genres": [
          "Music"
        ],
        "poster": "https://image.tmdb.org/t/p/w500/7SCbUPwoB8Z7VUIA1Rn1WWwjNiT.jpg",
        "release_date": 1064275200
      }
    ],
    "query": "toto",
    "processingTimeMs": 1,
    "limit": 1,
    "offset": 0,
    "estimatedTotalHits": 17
  },
  {
    "indexUid": "index-1",
    "hits": [
      {
        "id": 41212,
        "title": "Titicut Follies",
        "overview": "The film is a stark and graphic portrayal of the conditions that existed at the State Prison for the Criminally Insane at Bridgewater, Massachusetts. TITICUT FOLLIES documents the various ways the inmates are treated by the guards, social workers and psychiatrists.",
        "genres": [
          "Documentary"
        ],
        "poster": "https://image.tmdb.org/t/p/w500/2Ju5hn1ofOPeP1eRJtQWakiHuhW.jpg",
        "release_date": -70934400
      }
    ],
    "query": "titi",
    "processingTimeMs": 0,
    "limit": 1,
    "offset": 0,
    "estimatedTotalHits": 7
  }
]}
```

</details>


## PR checklist
Please check if your PR fulfills the following requirements:
- [ ] Does this PR fix an existing issue, or have you listed the changes applied in the PR description (and why they are needed)?
- [ ] Have you read the contributing guidelines?
- [ ] Have you made sure that the title is accurate and descriptive of the changes?

Thank you so much for contributing to Meilisearch!


Co-authored-by: Louis Dureuil <louis@meilisearch.com>
2023-02-22 17:23:45 +00:00
ManyTheFish
28d6a4466d Make the tokenizer creating a char map during highlighting 2023-02-22 17:43:10 +01:00
Louis Dureuil
1ba2fae3ae
multi-search/authentication: Add authentication tests 2023-02-22 17:04:12 +01:00
Louis Dureuil
28d6ab78de
multi-search: Add multi search tests 2023-02-22 17:04:12 +01:00
Louis Dureuil
3ba5dfb6ec
multi-search: Add test server search method for multi search 2023-02-22 17:04:12 +01:00
Louis Dureuil
a23fbf6c7b
multi-search: Add search with an array of indexes 2023-02-22 17:04:12 +01:00
Louis Dureuil
596a98f7c6
multi-search: Add basic analytics 2023-02-22 16:37:18 +01:00
Louis Dureuil
14c4a222da
Authentication: AuthFilter::allow_index_creation both check that the index is authorized and the IndexCreate action 2023-02-22 16:37:13 +01:00
Louis Dureuil
690bb2e5cc
Authentication: Make allow_index_creation a private field 2023-02-22 16:35:52 +01:00
Louis Dureuil
d0f2c9c72e
Authentication: Make search_rules optional in AuthFilter 2023-02-22 16:35:52 +01:00
Louis Dureuil
42577403d8
Authentication: Directly pass the authfilter to the index scheduler 2023-02-22 16:35:52 +01:00
Louis Dureuil
c8c5944094
Authentication: is_index_authorized takes into account API key indexes even with a tenant token 2023-02-22 16:35:52 +01:00
Louis Dureuil
4b65851793
Authentication: Refactor authentication check to work for tenant token even without an index in URL
Callers need to manually check `is_index_authorized` when using the route without an index in URL
2023-02-22 16:35:51 +01:00
Louis Dureuil
10d4a1a9af
Make ResponseError code and message pub so that they can be modified 2023-02-22 16:35:51 +01:00
ManyTheFish
ad35edfa32 Add test 2023-02-22 15:47:15 +01:00
Tamo
033417e9cc add an analytics on the geo bounding box feature 2023-02-22 15:35:26 +01:00
bors[bot]
ac5a1e4c4b
Merge #3423
3423: Add min and max facet stats r=dureuill a=dureuill

# Pull Request

## Related issue
Fixes #3426

## What does this PR do?

### User standpoint

- When using a `facets` parameter in search, the facets that have numeric values are displayed in a new section of the response called `facetStats` that contains, per facet, the numeric min and max value of the hits returned by the search.

<details>
<summary>
Sample request/response
</summary>

```json
❯ curl \
  -X POST 'http://localhost:7700/indexes/meteorites/search?facets=mass' \
  -H 'Content-Type: application/json' \
  --data-binary '{ "q": "LL6", "facets":["mass", "recclass"], "limit": 5 }' | jsonxf
{
  "hits": [
    {
      "name": "Niger (LL6)",
      "id": "16975",
      "nametype": "Valid",
      "recclass": "LL6",
      "mass": 3.3,
      "fall": "Fell"
    },
    {
      "name": "Appley Bridge",
      "id": "2318",
      "nametype": "Valid",
      "recclass": "LL6",
      "mass": 15000,
      "fall": "Fell",
      "_geo": {
        "lat": 53.58333,
        "lng": -2.71667
      }
    },
    {
      "name": "Athens",
      "id": "4885",
      "nametype": "Valid",
      "recclass": "LL6",
      "mass": 265,
      "fall": "Fell",
      "_geo": {
        "lat": 34.75,
        "lng": -87.0
      }
    },
    {
      "name": "Bandong",
      "id": "4935",
      "nametype": "Valid",
      "recclass": "LL6",
      "mass": 11500,
      "fall": "Fell",
      "_geo": {
        "lat": -6.91667,
        "lng": 107.6
      }
    },
    {
      "name": "Benguerir",
      "id": "30443",
      "nametype": "Valid",
      "recclass": "LL6",
      "mass": 25000,
      "fall": "Fell",
      "_geo": {
        "lat": 32.25,
        "lng": -8.15
      }
    }
  ],
  "query": "LL6",
  "processingTimeMs": 15,
  "limit": 5,
  "offset": 0,
  "estimatedTotalHits": 42,
  "facetDistribution": {
    "mass": {
      "110000": 1,
      "11500": 1,
      "1161": 1,
      "12000": 1,
      "1215.5": 1,
      "127000": 1,
      "15000": 1,
      "1676": 1,
      "1700": 1,
      "1710.5": 1,
      "18000": 1,
      "19000": 1,
      "220000": 1,
      "2220": 1,
      "22300": 1,
      "25000": 2,
      "265": 1,
      "271000": 1,
      "2840": 1,
      "3.3": 1,
      "3000": 1,
      "303": 1,
      "32000": 1,
      "34000": 1,
      "36.1": 1,
      "45000": 1,
      "460": 1,
      "478": 1,
      "483": 1,
      "5500": 2,
      "600": 1,
      "6000": 1,
      "67.8": 1,
      "678": 1,
      "680.5": 1,
      "6930": 1,
      "8": 1,
      "8300": 1,
      "840": 1,
      "8400": 1
    },
    "recclass": {
      "L/LL6": 3,
      "LL6": 39
    }
  },
  "facetStats": {
    "mass": {
      "min": 3.3,
      "max": 271000.0
    }
  }
}
```

</details>

## PR checklist
Please check if your PR fulfills the following requirements:
- [ ] Does this PR fix an existing issue, or have you listed the changes applied in the PR description (and why they are needed)?
- [ ] Have you read the contributing guidelines?
- [ ] Have you made sure that the title is accurate and descriptive of the changes?

Thank you so much for contributing to Meilisearch!


Co-authored-by: Louis Dureuil <louis@meilisearch.com>
2023-02-22 13:06:43 +00:00
curquiza
3eb9a08b5c Update comments in version bump CI 2023-02-21 19:14:59 +01:00
ManyTheFish
900bae3d9d keep phrases that has at least one word 2023-02-21 18:16:51 +01:00
ManyTheFish
28b7d73d4a Remove an unefficient part of a test on milli 2023-02-21 18:16:51 +01:00
ManyTheFish
6841f167b4 Add test 2023-02-21 18:02:52 +01:00
bors[bot]
c88b6f331f
Merge #3482
3482: Optimize meilisearch uffizzi build r=curquiza a=waveywaves

# Pull Request

## Related issue
Fixes https://github.com/meilisearch/meilisearch/issues/3476

## What does this PR do?
even though docker cache was being used earlier for uffizzi builds, seems like the cache layers weren't persisting. This commit adds changes to move meilisearch building outside the dockerfile so that we can use the rust cache action. We are also building to the musl target so that the binary for meilisearch which is created can be used for the uffizzi ttyd image which uses alpine.

Meilisearch build time brought to 5 mins example https://github.com/waveywaves/meilisearch/actions/runs/4142776058

we also update the version of uffizzi action used here which fixes another uffizzi bug where the environments are not deployed. https://app.uffizzi.com/github.com/waveywaves/meilisearch/pull/2 was built as a part of a test for this PR and we can be sure that the deployment works well now.

## PR checklist
Please check if your PR fulfills the following requirements:
- [ ] Does this PR fix an existing issue, or have you listed the changes applied in the PR description (and why they are needed)?
- [ ] Have you read the contributing guidelines?
- [ ] Have you made sure that the title is accurate and descriptive of the changes?

Thank you so much for contributing to Meilisearch!


Co-authored-by: Vibhav Bobade <vibhav.bobde@gmail.com>
2023-02-21 16:06:53 +00:00
Vibhav Bobade
09a94e0db3 optimize meilisearch uffizzi build
even though docker cache was being used earlier for uffizzi builds,
seems like the cache layers weren't persisting. This commit adds changes
to move meilisearch building outside the dockerfile so that we can
use the rust cache action. We are also building to the musl target
so that the binary for meilisearch which is created can be used for
the uffizzi ttyd image which uses alpine.
2023-02-21 17:25:28 +05:30
bors[bot]
39407885c2
Merge #3347
3347: Enhance language detection r=irevoire a=ManyTheFish

## Summary

Some completely unrelated Languages can share the same characters, in Meilisearch we detect the Languages using `whatlang`, which works well on large texts but fails on small search queries leading to a bad segmentation and normalization of the query.

This PR now stores the Languages detected during the indexing in order to reduce the Languages list that can be detected during the search.

## Detail

- Create a 19th database mapping the scripts and the Languages detected with the documents where the Language is detected
- Fill the newly created database during indexing
- Create an allow-list with this database and pass it to Charabia
- Add a test ensuring that a Japanese request containing kanjis only is detected as Japanese and not Chinese

## Related issues
Fixes #2403
Fixes #3513

Co-authored-by: f3r10 <frledesma@outlook.com>
Co-authored-by: ManyTheFish <many@meilisearch.com>
Co-authored-by: Many the fish <many@meilisearch.com>
2023-02-21 10:52:13 +00:00
bors[bot]
a3e41ba33e
Merge #3496
3496: Fix metrics feature r=irevoire a=james-2001

# Pull Request

## Related issue

Resolves: #3469
See also: #2763

## What does this PR do?
As reported the metrics feature was broken by still using and old reference to `meilisearch_auth::actions`. This commit switches to the new location, `meilisearch_types::keys::actions`.

The original issue was not *that* clear as to exactly what was broken, and the build logs have disappeared, but it seemed to just be this one line fix. If this is not the case and I've missed the mark let me know, and i'll head back to the drawing board.

## PR checklist
Please check if your PR fulfills the following requirements:
- [x] Does this PR fix an existing issue, or have you listed the changes applied in the PR description (and why they are needed)?
- [x] Have you read the contributing guidelines?
- [x] Have you made sure that the title is accurate and descriptive of the changes?

Co-authored-by: James <james.a.may.2001@gmail.com>
2023-02-21 10:13:11 +00:00
James
ce807d760b Fix formatting issue on Opt struct
tab in enable_metrics_route to fix cargo fmt issues

Resolves: #3469
See also: #2763
2023-02-21 09:45:18 +00:00
ManyTheFish
bbecab8948 fix clippy 2023-02-21 10:18:44 +01:00
James
5cff435bf6 Add feature flags to Opt structure
Resolves: #3469
See also: #2763
2023-02-21 07:41:41 +00:00
ManyTheFish
8aa808d51b Merge branch 'main' into enhance-language-detection 2023-02-20 18:14:34 +01:00
bors[bot]
1e9ac00800
Merge #3505
3505: Csv delimiter r=irevoire a=irevoire

Fixes https://github.com/meilisearch/meilisearch/issues/3442
Closes https://github.com/meilisearch/meilisearch/pull/2803
Specified in https://github.com/meilisearch/specifications/pull/221

This PR is a reimplementation of https://github.com/meilisearch/meilisearch/pull/2803, on the new engine. Thanks for your idea and initial PR `@MixusMinimax;` sorry I couldn’t update/merge your PR. Way too many changes happened on the engine in the meantime.

**Attention to reviewer**; I had to update deserr to implement the support of deserializing `char`s

-------

It introduces four new error messages;
- Invalid value in parameter csvDelimiter: expected a string of one character, but found an empty string
- Invalid value in parameter csvDelimiter: expected a string of one character, but found the following string of 5 characters: doggo
- csv delimiter must be an ascii character. Found: 🍰 
- The Content-Type application/json does not support the use of a csv delimiter. The csv delimiter can only be used with the Content-Type text/csv.

And one error code;
- `invalid_index_csv_delimiter`

The `invalid_content_type` error code is now also used when we encounter the `csvDelimiter` query parameter with a non-csv content type.

Co-authored-by: Tamo <tamo@meilisearch.com>
2023-02-20 17:01:36 +00:00
bors[bot]
b08a49a16e
Merge #3319 #3470
3319: Transparently resize indexes on MaxDatabaseSizeReached errors r=Kerollmops a=dureuill

# Pull Request

## Related issue
Related to https://github.com/meilisearch/meilisearch/discussions/3280, depends on https://github.com/meilisearch/milli/pull/760

## What does this PR do?

### User standpoint

- Meilisearch no longer fails tasks that encounter the `milli::UserError(MaxDatabaseSizeReached)` error.
- Instead, these tasks are retried after increasing the maximum size allocated to the index where the failure occurred.

### Implementation standpoint

- Add `Batch::index_uid` to get the `index_uid` of a batch of task if there is one
- `IndexMapper::create_or_open_index` now takes an additional `size` argument that allows to (re)open indexes with a size different from the base `IndexScheduler::index_size` field
- `IndexScheduler::tick` now returns a `Result<TickOutcome>` instead of a `Result<usize>`. This offers more explicit control over what the behavior should be wrt the next tick.
- Add `IndexStatus::BeingResized` that contains a handle that a thread can use to await for the resize operation to complete and the index to be available again.
- Add `IndexMapper::resize_index` to increase the size of an index.
- In `IndexScheduler::tick`, intercept task batches that failed due to `MaxDatabaseSizeReached` and resize the index that caused the error, then request a new tick that will eventually handle the still enqueued task.

## Testing the PR

The following diff can be applied to this branch to make testing the PR easier:

<details>


```diff
diff --git a/index-scheduler/src/index_mapper.rs b/index-scheduler/src/index_mapper.rs
index 553ab45a..022b2f00 100644
--- a/index-scheduler/src/index_mapper.rs
+++ b/index-scheduler/src/index_mapper.rs
`@@` -228,13 +228,15 `@@` impl IndexMapper {
 
         drop(lock);
 
+        std:🧵:sleep_ms(2000);
+
         let current_size = index.map_size()?;
         let closing_event = index.prepare_for_closing();
-        log::info!("Resizing index {} from {} to {} bytes", name, current_size, current_size * 2);
+        log::error!("Resizing index {} from {} to {} bytes", name, current_size, current_size * 2);
 
         closing_event.wait();
 
-        log::info!("Resized index {} from {} to {} bytes", name, current_size, current_size * 2);
+        log::error!("Resized index {} from {} to {} bytes", name, current_size, current_size * 2);
 
         let index_path = self.base_path.join(uuid.to_string());
         let index = self.create_or_open_index(&index_path, None, 2 * current_size)?;
`@@` -268,8 +270,10 `@@` impl IndexMapper {
             match index {
                 Some(Available(index)) => break index,
                 Some(BeingResized(ref resize_operation)) => {
+                    log::error!("waiting for resize end");
                     // Deadlock: no lock taken while doing this operation.
                     resize_operation.wait();
+                    log::error!("trying our luck again!");
                     continue;
                 }
                 Some(BeingDeleted) => return Err(Error::IndexNotFound(name.to_string())),
diff --git a/index-scheduler/src/lib.rs b/index-scheduler/src/lib.rs
index 11b17d05..242dc095 100644
--- a/index-scheduler/src/lib.rs
+++ b/index-scheduler/src/lib.rs
`@@` -908,6 +908,7 `@@` impl IndexScheduler {
     ///
     /// Returns the number of processed tasks.
     fn tick(&self) -> Result<TickOutcome> {
+        log::error!("ticking!");
         #[cfg(test)]
         {
             *self.run_loop_iteration.write().unwrap() += 1;
diff --git a/meilisearch/src/main.rs b/meilisearch/src/main.rs
index 050c825a..63f312f6 100644
--- a/meilisearch/src/main.rs
+++ b/meilisearch/src/main.rs
`@@` -25,7 +25,7 `@@` fn setup(opt: &Opt) -> anyhow::Result<()> {
 
 #[actix_web::main]
 async fn main() -> anyhow::Result<()> {
-    let (opt, config_read_from) = Opt::try_build()?;
+    let (mut opt, config_read_from) = Opt::try_build()?;
 
     setup(&opt)?;
 
`@@` -56,6 +56,8 `@@` We generated a secure master key for you (you can safely copy this token):
         _ => (),
     }
 
+    opt.max_index_size = byte_unit::Byte::from_str("1MB").unwrap();
+
     let (index_scheduler, auth_controller) = setup_meilisearch(&opt)?;
 
     #[cfg(all(not(debug_assertions), feature = "analytics"))]
```
</details>

Mainly, these debug changes do the following:

- Set the default index size to 1MiB so that index resizes are initially frequent
- Turn some logs from info to error so that they can be displayed with `--log-level ERROR` (hiding the other infos)
- Add a long sleep between the beginning and the end of the resize so that we can observe the `BeingResized` index status (otherwise it would never come up in my tests)

## Open questions

- Is the growth factor of x2 the correct solution? For a `Vec` in memory it makes sense, but here we're manipulating quantities that are potentially in the order of 500GiBs. For bigger indexes it may make more sense to add at most e.g. 100GiB on each resize operation, avoiding big steps like 500GiB -> 1TiB.

## PR checklist
Please check if your PR fulfills the following requirements:
- [ ] Does this PR fix an existing issue, or have you listed the changes applied in the PR description (and why they are needed)?
- [ ] Have you read the contributing guidelines?
- [ ] Have you made sure that the title is accurate and descriptive of the changes?

Thank you so much for contributing to Meilisearch!


3470: Autobatch addition and deletion r=irevoire a=irevoire

This PR adds the capability to meilisearch to batch document addition and deletion together.

Fix https://github.com/meilisearch/meilisearch/issues/3440

--------------

Things to check before merging;

- [x] What happens if we delete multiple time the same documents -> add a test
- [x] If a documentDeletion gets batched with a documentAddition but the index doesn't exist yet? It should not work

Co-authored-by: Louis Dureuil <louis@meilisearch.com>
Co-authored-by: Tamo <tamo@meilisearch.com>
2023-02-20 15:00:19 +00:00
ManyTheFish
23f4e82b53 Add test ensuring that Meilisearch works on kanji only requests 2023-02-20 15:43:29 +01:00
Many the fish
119e6d8811
Update milli/src/search/mod.rs
Co-authored-by: Tamo <tamo@meilisearch.com>
2023-02-20 15:33:10 +01:00
bors[bot]
a8f6f108e0
Merge #3515
3515: Consider null as a valid geo field r=irevoire a=irevoire

Fix #3497
Associated spec; https://github.com/meilisearch/specifications/pull/222

Co-authored-by: Tamo <tamo@meilisearch.com>
2023-02-20 14:12:55 +00:00
Tamo
1479050f7a apply review suggestions 2023-02-20 14:53:37 +01:00
bors[bot]
97b8c32e22
Merge #3514
3514: Bump version of mini-dashboard to v0.2.6 r=irevoire a=bidoubiwa

Update the version of the mini-dashboard to v0.2.6.

See [release notes](https://github.com/meilisearch/mini-dashboard/releases/tag/v0.2.6).

Co-authored-by: Charlotte Vermandel <charlottevermandel@gmail.com>
2023-02-20 13:21:00 +00:00
ManyTheFish
cb8d5f2d4b Update Charabia to 0.7.1 2023-02-20 14:00:31 +01:00
Louis Dureuil
35f6c624bc
Make sure we don't leave the in memory hashmap in an inconsistent state 2023-02-20 13:55:32 +01:00