1. 26 Apr, 2022 1 commit
    • Madelyn Olson's avatar
      By default prevent cross slot operations in functions and scripts with # (#10615) · efcd1bf3
      Madelyn Olson authored
      Adds the `allow-cross-slot-keys` flag to Eval scripts and Functions to allow
      scripts to access keys from multiple slots.
      The default behavior is now that they are not allowed to do that (unlike before).
      This is a breaking change for 7.0 release candidates (to be part of 7.0.0), but
      not for previous redis releases since EVAL without shebang isn't doing this check.
      
      Note that the check is done on both the keys declared by the EVAL / FCALL command
      arguments, and also the ones used by the script when making a `redis.call`.
      
      A note about the implementation, there seems to have been some confusion
      about allowing access to non local keys. I thought I missed something in our
      wider conversation, but Redis scripts do block access to non-local keys.
      So the issue was just about cross slots being accessed.
      efcd1bf3
  2. 20 Apr, 2022 1 commit
    • Oran Agra's avatar
      Fixes around clients that must be obeyed. Replica report disk errors in PING. (#10603) · ee220599
      Oran Agra authored
      This PR unifies all the places that test if the current client is the
      master client or AOF client, and uses a method to test that on all of
      these.
      
      Other than some refactoring, these are the actual implications:
      - Replicas **don't** ignore disk error when processing commands not
        coming from their master.
        **This is important for PING to be used for health check of replicas**
      - SETRANGE, APPEND, SETBIT, BITFIELD don't do proto_max_bulk_len check for AOF
      - RM_Call in SCRIPT_MODE ignores disk error when coming from master /
        AOF
      - RM_Call in cluster mode ignores slot check when processing AOF
      - Scripts ignore disk error when processing AOF
      - Scripts **don't** ignore disk error on a replica, if the command comes
        from clients other than the master
      - SCRIPT KILL won't kill script coming from AOF
      - Scripts **don't** skip OOM check on replica if the command comes from
        clients other than the master
      
      Note that Script, AOF, and module clients don't reach processCommand,
      which is why some of the changes don't actually have any implications.
      
      Note, reverting the change done to processCommand in 2f4240b9
      should be dead code due to the above mentioned fact.
      ee220599
  3. 22 Mar, 2022 1 commit
    • Meir Shpilraien (Spielrein)'s avatar
      Add new RM_Call flags for script mode, no writes, and error replies. (#10372) · f3855a09
      Meir Shpilraien (Spielrein) authored
      The PR extends RM_Call with 3 new capabilities using new flags that
      are given to RM_Call as part of the `fmt` argument.
      It aims to assist modules that are getting a list of commands to be
      executed from the user (not hard coded as part of the module logic),
      think of a module that implements a new scripting language...
      
      * `S` - Run the command in a script mode, this means that it will raise an
        error if a command which are not allowed inside a script (flaged with the
        `deny-script` flag) is invoked (like SHUTDOWN). In addition, on script mode,
        write commands are not allowed if there is not enough good replicas (as
        configured with `min-replicas-to-write`) and/or a disk error happened.
      
      * `W` - no writes mode, Redis will reject any command that is marked with `write`
        flag. Again can be useful to modules that implement a new scripting language
        and wants to prevent any write commands.
      
      * `E` - Return errors as RedisModuleCallReply. Today the errors that happened
        before the command was invoked (like unknown commands or acl error) return
        a NULL reply and set errno. This might be missing important information about
        the failure and it is also impossible to just pass the error to the user using
        RM_ReplyWithCallReply. This new flag allows you to get a RedisModuleCallReply
        object with the relevant error message and treat it as if it was an error that was
        raised by the command invocation.
      
      Tests were added to verify the new code paths.
      
      In addition small refactoring was done to share some code between modules,
      scripts, and `processCommand` function:
      1. `getAclErrorMessage` was added to `acl.c` to unified to log message extraction
        from the acl result
      2. `checkGoodReplicasStatus` was added to `replication.c` to check the status of
        good replicas. It is used on `scriptVerifyWriteCommandAllow`, `RM_Call`, and
        `processCommand`.
      3. `writeCommandsGetDiskErrorMessage` was added to `server.c` to get the error
        message on persistence failure. Again it is used on `scriptVerifyWriteCommandAllow`,
        `RM_Call`, and `processCommand`.
      f3855a09
  4. 08 Mar, 2022 1 commit
  5. 27 Feb, 2022 1 commit
    • Meir Shpilraien (Spielrein)'s avatar
      Sort out the mess around Lua error messages and error stats (#10329) · aa856b39
      Meir Shpilraien (Spielrein) authored
      
      
      This PR fix 2 issues on Lua scripting:
      * Server error reply statistics (some errors were counted twice).
      * Error code and error strings returning from scripts (error code was missing / misplaced).
      
      ## Statistics
      a Lua script user is considered part of the user application, a sophisticated transaction,
      so we want to count an error even if handled silently by the script, but when it is
      propagated outwards from the script we don't wanna count it twice. on the other hand,
      if the script decides to throw an error on its own (using `redis.error_reply`), we wanna
      count that too.
      Besides, we do count the `calls` in command statistics for the commands the script calls,
      we we should certainly also count `failed_calls`.
      So when a simple `eval "return redis.call('set','x','y')" 0` fails, it should count the failed call
      to both SET and EVAL, but the `errorstats` and `total_error_replies` should be counted only once.
      
      The PR changes the error object that is raised on errors. Instead of raising a simple Lua
      string, Redis will raise a Lua table in the following format:
      
      ```
      {
          err='<error message (including error code)>',
          source='<User source file name>',
          line='<line where the error happned>',
          ignore_error_stats_update=true/false,
      }
      ```
      
      The `luaPushError` function was modified to construct the new error table as describe above.
      The `luaRaiseError` was renamed to `luaError` and is now simply called `lua_error` to raise
      the table on the top of the Lua stack as the error object.
      The reason is that since its functionality is changed, in case some Redis branch / fork uses it,
      it's better to have a compilation error than a bug.
      
      The `source` and `line` fields are enriched by the error handler (if possible) and the
      `ignore_error_stats_update` is optional and if its not present then the default value is `false`.
      If `ignore_error_stats_update` is true, the error will not be counted on the error stats.
      
      When parsing Redis call reply, each error is translated to a Lua table on the format describe
      above and the `ignore_error_stats_update` field is set to `true` so we will not count errors
      twice (we counted this error when we invoke the command).
      
      The changes in this PR might have been considered as a breaking change for users that used
      Lua `pcall` function. Before, the error was a string and now its a table. To keep backward
      comparability the PR override the `pcall` implementation and extract the error message from
      the error table and return it.
      
      Example of the error stats update:
      
      ```
      127.0.0.1:6379> lpush l 1
      (integer) 2
      127.0.0.1:6379> eval "return redis.call('get', 'l')" 0
      (error) WRONGTYPE Operation against a key holding the wrong kind of value. script: e471b73f1ef44774987ab00bdf51f21fd9f7974a, on @user_script:1.
      
      127.0.0.1:6379> info Errorstats
      # Errorstats
      errorstat_WRONGTYPE:count=1
      
      127.0.0.1:6379> info commandstats
      # Commandstats
      cmdstat_eval:calls=1,usec=341,usec_per_call=341.00,rejected_calls=0,failed_calls=1
      cmdstat_info:calls=1,usec=35,usec_per_call=35.00,rejected_calls=0,failed_calls=0
      cmdstat_lpush:calls=1,usec=14,usec_per_call=14.00,rejected_calls=0,failed_calls=0
      cmdstat_get:calls=1,usec=10,usec_per_call=10.00,rejected_calls=0,failed_calls=1
      ```
      
      ## error message
      We can now construct the error message (sent as a reply to the user) from the error table,
      so this solves issues where the error message was malformed and the error code appeared
      in the middle of the error message:
      
      ```diff
      127.0.0.1:6379> eval "return redis.call('set','x','y')" 0
      -(error) ERR Error running script (call to 71e6319f97b0fe8bdfa1c5df3ce4489946dda479): @user_script:1: OOM command not allowed when used memory > 'maxmemory'.
      +(error) OOM command not allowed when used memory > 'maxmemory' @user_script:1. Error running script (call to 71e6319f97b0fe8bdfa1c5df3ce4489946dda479)
      ```
      
      ```diff
      127.0.0.1:6379> eval "redis.call('get', 'l')" 0
      -(error) ERR Error running script (call to f_8a705cfb9fb09515bfe57ca2bd84a5caee2cbbd1): @user_script:1: WRONGTYPE Operation against a key holding the wrong kind of value
      +(error) WRONGTYPE Operation against a key holding the wrong kind of value script: 8a705cfb9fb09515bfe57ca2bd84a5caee2cbbd1, on @user_script:1.
      ```
      
      Notica that `redis.pcall` was not change:
      ```
      127.0.0.1:6379> eval "return redis.pcall('get', 'l')" 0
      (error) WRONGTYPE Operation against a key holding the wrong kind of value
      ```
      
      
      ## other notes
      Notice that Some commands (like GEOADD) changes the cmd variable on the client stats so we
      can not count on it to update the command stats. In order to be able to update those stats correctly
      we needed to promote `realcmd` variable to be located on the client struct.
      
      Tests was added and modified to verify the changes.
      
      Related PR's: #10279, #10218, #10278, #10309
      Co-authored-by: default avatarOran Agra <oran@redislabs.com>
      aa856b39
  6. 03 Feb, 2022 1 commit
  7. 25 Jan, 2022 1 commit
  8. 24 Jan, 2022 1 commit
    • yoav-steinberg's avatar
      Support function flags in script EVAL via shebang header (#10126) · 7eadc5ee
      yoav-steinberg authored
      In #10025 we added a mechanism for flagging certain properties for Redis Functions.
      This lead us to think we'd like to "port" this mechanism to Redis Scripts (`EVAL`) as well. 
      
      One good reason for this, other than the added functionality is because it addresses the
      poor behavior we currently have in `EVAL` in case the script performs a (non DENY_OOM) write operation
      during OOM state. See #8478 (And a previous attempt to handle it via #10093) for details.
      Note that in Redis Functions **all** write operations (including DEL) will return an error during OOM state
      unless the function is flagged as `allow-oom` in which case no OOM checking is performed at all.
      
      This PR:
      - Enables setting `EVAL` (and `SCRIPT LOAD`) script flags as defined in #10025.
      - Provides a syntactical framework via [shebang](https://en.wikipedia.org/wiki/Shebang_(Unix)) for
        additional script annotations and even engine selection (instead of just lua) for scripts.
      - Provides backwards compatibility so scripts without the new annotations will behave as they did before.
      - Appropriate tests.
      - Changes `EVAL[SHA]/_RO` to be flagged as `STALE` commands. This makes it possible to flag individual
        scripts as `allow-stale` or not flag them as such. In backwards compatibility mode these commands will
        return the `MASTERDOWN` error as before.
      - Changes `SCRIPT LOAD` to be flagged as a `STALE` command. This is mainly to make it logically
        compatible with the change to `EVAL` in the previous point. It enables loading a script on a stale server
        which is technically okay it doesn't relate directly to the server's dataset. Running the script does, but that
        won't work unless the script is explicitly marked as `allow-stale`.
      
      Note that even though the LUA syntax doesn't support hash tag comments `.lua` files do support a shebang
      tag on the top so they can be executed on Unix systems like any shell script. LUA's `luaL_loadfile` handles
      this as part of the LUA library. In the case of `luaL_loadbuffer`, which is what Redis uses, I needed to fix the
      input script in case of a shebang manually. I did this the same way `luaL_loadfile` does, by replacing the
      first line with a single line feed character.
      7eadc5ee
  9. 20 Jan, 2022 1 commit
    • perryitay's avatar
      Adding module api for processing commands during busy jobs and allow flagging... · c4b78823
      perryitay authored
      
      Adding module api for processing commands during busy jobs and allow flagging the commands that should be handled at this status (#9963)
      
      Some modules might perform a long-running logic in different stages of Redis lifetime, for example:
      * command execution
      * RDB loading
      * thread safe context
      
      During this long-running logic Redis is not responsive.
      
      This PR offers 
      1. An API to process events while a busy command is running (`RM_Yield`)
      2. A new flag (`ALLOW_BUSY`) to mark the commands that should be handled during busy
        jobs which can also be used by modules (`allow-busy`)
      3. In slow commands and thread safe contexts, this flag will start rejecting commands with -BUSY only
        after `busy-reply-threshold`
      4. During loading (`rdb_load` callback), it'll process events right away (not wait for `busy-reply-threshold`),
        but either way, the processing is throttled to the server hz rate.
      5. Allow modules to Yield to redis background tasks, but not to client commands
      
      * rename `script-time-limit` to `busy-reply-threshold` (an alias to the pre-7.0 `lua-time-limit`)
      Co-authored-by: default avatarOran Agra <oran@redislabs.com>
      c4b78823
  10. 14 Jan, 2022 1 commit
    • Meir Shpilraien (Spielrein)'s avatar
      Function Flags support (no-writes, no-cluster, allow-state, allow-oom) (#10066) · 4db4b434
      Meir Shpilraien (Spielrein) authored
      # Redis Functions Flags
      
      Following the discussion on #10025 Added Functions Flags support.
      The PR is divided to 2 sections:
      * Add named argument support to `redis.register_function` API.
      * Add support for function flags
      
      ## `redis.register_function` named argument support
      
      The first part of the PR adds support for named argument on `redis.register_function`, example:
      ```
      redis.register_function{
          function_name='f1',
          callback=function()
              return 'hello'
          end,
          description='some desc'
      }
      ```
      
      The positional arguments is also kept, which means that it still possible to write:
      ```
      redis.register_function('f1', function() return 'hello' end)
      ```
      
      But notice that it is no longer possible to pass the optional description argument on the positional
      argument version. Positional argument was change to allow passing only the mandatory arguments
      (function name and callback). To pass more arguments the user must use the named argument version.
      
      As with positional arguments, the `function_name` and `callback` is mandatory and an error will be
      raise if those are missing. Also, an error will be raise if an unknown argument name is given or the
      arguments type is wrong.
      
      Tests was added to verify the new syntax.
      
      ## Functions Flags
      
      The second part of the PR is adding functions flags support.
      Flags are given to Redis when the engine calls `functionLibCreateFunction`, supported flags are:
      
      * `no-writes` - indicating the function perform no writes which means that it is OK to run it on:
         * read-only replica
         * Using FCALL_RO
         * If disk error detected
         
         It will not be possible to run a function in those situations unless the function turns on the `no-writes` flag
      
      * `allow-oom` - indicate that its OK to run the function even if Redis is in OOM state, if the function will
        not turn on this flag it will not be possible to run it if OOM reached (even if the function declares `no-writes`
        and even if `fcall_ro` is used). If this flag is set, any command will be allow on OOM (even those that is
        marked with CMD_DENYOOM). The assumption is that this flag is for advance users that knows its
        meaning and understand what they are doing, and Redis trust them to not increase the memory usage.
        (e.g. it could be an INCR or a modification on an existing key, or a DEL command)
      
      * `allow-state` - indicate that its OK to run the function on stale replica, in this case we will also make
        sure the function is only perform `stale` commands and raise an error if not.
      
      * `no-cluster` - indicate to disallow running the function if cluster is enabled.
      
      Default behaviure of functions (if no flags is given):
      1. Allow functions to read and write
      2. Do not run functions on OOM
      3. Do not run functions on stale replica
      4. Allow functions on cluster
      
      ### Lua API for functions flags
      
      On Lua engine, it is possible to give functions flags as `flags` named argument:
      
      ```
      redis.register_function{function_name='f1', callback=function() return 1 end, flags={'no-writes', 'allow-oom'}, description='description'}
      ```
      
      The function flags argument must be a Lua table that contains all the requested flags, The following
      will result in an error:
      * Unknown flag
      * Wrong flag type
      
      Default behaviour is the same as if no flags are used.
      
      Tests were added to verify all flags functionality
      
      ## Additional changes
      * mark FCALL and FCALL_RO with CMD_STALE flag (unlike EVAL), so that they can run if the function was
        registered with the `allow-stale` flag.
      * Verify `CMD_STALE` on `scriptCall` (`redis.call`), so it will not be possible to call commands from script while
        stale unless the command is marked with the `CMD_STALE` flags. so that even if the function is allowed while
        stale we do not allow it to bypass the `CMD_STALE` flag of commands.
      * Flags section was added to `FUNCTION LIST` command to provide the set of flags for each function:
      ```
      > FUNCTION list withcode
      1)  1) "library_name"
          2) "test"
          3) "engine"
          4) "LUA"
          5) "description"
          6) (nil)
          7) "functions"
          8) 1) 1) "name"
                2) "f1"
                3) "description"
                4) (nil)
                5) "flags"
                6) (empty array)
          9) "library_code"
         10) "redis.register_function{function_name='f1', callback=function() return 1 end}"
      ```
      * Added API to get Redis version from within a script, The redis version can be provided using:
         1. `redis.REDIS_VERSION` - string representation of the redis version in the format of MAJOR.MINOR.PATH
         2. `redis.REDIS_VERSION_NUM` - number representation of the redis version in the format of `0x00MMmmpp`
            (`MM` - major, `mm` - minor,  `pp` - patch). The number version can be used to check if version is greater or less 
            another version. The string version can be used to return to the user or print as logs.
      
         This new API is provided to eval scripts and functions, it also possible to use this API during functions loading phase.
      4db4b434
  11. 11 Jan, 2022 2 commits
    • Binbin's avatar
      Add script tests to cover keys with expiration time set (#10096) · e22146b0
      Binbin authored
      This commit adds some tests that the test cases will
      access the keys with expiration time set in the script call.
      There was no test case for this part before. See #10080
      
      Also there is a test will cover #1525. we block the time so
      that the key can not expire in the middle of the script execution.
      
      Other changes:
      1. Delete `evalTimeSnapshot` and just use `scriptTimeSnapshot` in it's place.
      2. Some cleanups to scripting.tcl.
      3. better names for tests that run in a loop to make them distinctable 
      e22146b0
    • 小令童鞋's avatar
      fix redis crached by using eval with access to volatile keys (#10080) · 1e25bdf7
      小令童鞋 authored
      This is a recent regression from the Redis Functions commits
      1e25bdf7
  12. 22 Dec, 2021 1 commit
    • guybe7's avatar
      Sort out mess around propagation and MULTI/EXEC (#9890) · 7ac21307
      guybe7 authored
      The mess:
      Some parts use alsoPropagate for late propagation, others using an immediate one (propagate()),
      causing edge cases, ugly/hacky code, and the tendency for bugs
      
      The basic idea is that all commands are propagated via alsoPropagate (i.e. added to a list) and the
      top-most call() is responsible for going over that list and actually propagating them (and wrapping
      them in MULTI/EXEC if there's more than one command). This is done in the new function,
      propagatePendingCommands.
      
      Callers to propagatePendingCommands:
      1. top-most call() (we want all nested call()s to add to the also_propagate array and just the top-most
         one to propagate them) - via `afterCommand`
      2. handleClientsBlockedOnKeys: it is out of call() context and it may propagate stuff - via `afterCommand`. 
      3. handleClientsBlockedOnKeys edge case: if the looked-up key is already expired, we will propagate the
         expire but will not unblock any client so `afterCommand` isn't called. in that case, we have to propagate
         the deletion explicitly.
      4. cron stuff: active-expire and eviction may also propagate stuff
      5. modules: the module API allows to propagate stuff from just about anywhere (timers, keyspace notifications,
         threads). I could have tried to catch all the out-of-call-context places but it seemed easier to handle it in one
         place: when we free the context. in the spirit of what was done in call(), only the top-most freeing of a module
         context may cause propagation.
      6. modules: when using a thread-safe ctx it's not clear when/if the ctx will be freed. we do know that the module
         must lock the GIL before calling RM_Replicate/RM_Call so we propagate the pending commands when
         releasing the GIL.
      
      A "known limitation", which were actually a bug, was fixed because of this commit (see propagate.tcl):
         When using a mix of RM_Call with `!` and RM_Replicate, the command would propagate out-of-order:
         first all the commands from RM_Call, and then the ones from RM_Replicate
      
      Another thing worth mentioning is that if, in the past, a client would issue a MULTI/EXEC with just one
      write command the server would blindly propagate the MULTI/EXEC too, even though it's redundant.
      not anymore.
      
      This commit renames propagate() to propagateNow() in order to cause conflicts in pending PRs.
      propagatePendingCommands is the only caller of propagateNow, which is now a static, internal helper function.
      
      Optimizations:
      1. alsoPropagate will not add stuff to also_propagate if there's no AOF and replicas
      2. alsoPropagate reallocs also_propagagte exponentially, to save calls to memmove
      
      Bugfixes:
      1. CONFIG SET can create evictions, sending notifications which can cause to dirty++ with modules.
         we need to prevent it from propagating to AOF/replicas
      2. We need to set current_client in RM_Call. buggy scenario:
         - CONFIG SET maxmemory, eviction notifications, module hook calls RM_Call
         - assertion in lookupKey crashes, because current_client has CONFIG SET, which isn't CMD_WRITE
      3. minor: in eviction, call propagateDeletion after notification, like active-expire and all commands
         (we always send a notification before propagating the command)
      7ac21307
  13. 21 Dec, 2021 1 commit
    • zhugezy's avatar
      Remove EVAL script verbatim replication, propagation, and deterministic execution logic (#9812) · 1b0968df
      zhugezy authored
      
      
      # Background
      
      The main goal of this PR is to remove relevant logics on Lua script verbatim replication,
      only keeping effects replication logic, which has been set as default since Redis 5.0.
      As a result, Lua in Redis 7.0 would be acting the same as Redis 6.0 with default
      configuration from users' point of view.
      
      There are lots of reasons to remove verbatim replication.
      Antirez has listed some of the benefits in Issue #5292:
      
      >1. No longer need to explain to users side effects into scripts.
          They can do whatever they want.
      >2. No need for a cache about scripts that we sent or not to the slaves.
      >3. No need to sort the output of certain commands inside scripts
          (SMEMBERS and others): this both simplifies and gains speed.
      >4. No need to store scripts inside the RDB file in order to startup correctly.
      >5. No problems about evicting keys during the script execution.
      
      When looking back at Redis 5.0, antirez and core team decided to set the config
      `lua-replicate-commands yes` by default instead of removing verbatim replication
      directly, in case some bad situations happened. 3 years later now before Redis 7.0,
      it's time to remove it formally.
      
      # Changes
      
      - configuration for lua-replicate-commands removed
        - created config file stub for backward compatibility
      - Replication script cache removed
        - this is useless under script effects replication
        - relevant statistics also removed
      - script persistence in RDB files is also removed
      - Propagation of SCRIPT LOAD and SCRIPT FLUSH to replica / AOF removed
      - Deterministic execution logic in scripts removed (i.e. don't run write commands
        after random ones, and sorting output of commands with random order)
        - the flags indicating which commands have non-deterministic results are kept as hints to clients.
      - `redis.replicate_commands()` & `redis.set_repl()` changed
        - now `redis.replicate_commands()` does nothing and return an 1
        - ...and then `redis.set_repl()` can be issued before `redis.replicate_commands()` now
      - Relevant TCL cases adjusted
      - DEBUG lua-always-replicate-commands removed
      
      # Other changes
      - Fix a recent bug comparing CLIENT_ID_AOF to original_client->flags instead of id. (introduced in #9780)
      Co-authored-by: default avatarOran Agra <oran@redislabs.com>
      1b0968df
  14. 02 Dec, 2021 1 commit
    • meir@redislabs.com's avatar
      Redis Functions - Added redis function unit and Lua engine · cbd46317
      meir@redislabs.com authored
      Redis function unit is located inside functions.c
      and contains Redis Function implementation:
      1. FUNCTION commands:
        * FUNCTION CREATE
        * FCALL
        * FCALL_RO
        * FUNCTION DELETE
        * FUNCTION KILL
        * FUNCTION INFO
      2. Register engine
      
      In addition, this commit introduce the first engine
      that uses the Redis Function capabilities, the
      Lua engine.
      cbd46317
  15. 01 Dec, 2021 1 commit
    • meir@redislabs.com's avatar
      Redis Functions - Introduce script unit. · fc731bc6
      meir@redislabs.com authored
      Script unit is a new unit located on script.c.
      Its purpose is to provides an API for functions (and eval)
      to interact with Redis. Interaction includes mostly
      executing commands, but also functionalities like calling
      Redis back on long scripts or check if the script was killed.
      
      The interaction is done using a scriptRunCtx object that
      need to be created by the user and initialized using scriptPrepareForRun.
      
      Detailed list of functionalities expose by the unit:
      1. Calling commands (including all the validation checks such as
         acl, cluster, read only run, ...)
      2. Set Resp
      3. Set Replication method (AOF/REPLICATION/NONE)
      4. Call Redis back to on long running scripts to allow Redis reply
         to clients and perform script kill
      
      The commit introduce the new unit and uses it on eval commands to
      interact with Redis.
      fc731bc6