From ad8a76a5844fb038a453a791bc1b582bdff7b18a Mon Sep 17 00:00:00 2001 From: Jean-Philippe Raynaud Date: Fri, 2 Aug 2024 16:28:10 +0200 Subject: [PATCH] Draft Cardano Decentralized Message Queue CIP --- CIP-0XXX/README.md | 540 ++++++++++++++++++++++++++++++++++++++ CIP-0XXX/img/overview.jpg | Bin 0 -> 109091 bytes 2 files changed, 540 insertions(+) create mode 100644 CIP-0XXX/README.md create mode 100644 CIP-0XXX/img/overview.jpg diff --git a/CIP-0XXX/README.md b/CIP-0XXX/README.md new file mode 100644 index 000000000..a8c3461c7 --- /dev/null +++ b/CIP-0XXX/README.md @@ -0,0 +1,540 @@ +--- +CIP: ? +Title: Cardano Decentralized Message Queue +Category: ? +Status: Proposed +Authors: + - Jean-Philippe Raynaud + - Arnaud Bailly + - Marcin Szamotulski + - Armando Santos + - Neil Davies + - Sebastian Nagel + - ? +Implementors: + - Cardano Scaling team +Discussions: + - https://github.com/cardano-foundation/CIPs/pull/? +Created: 2024-08-02 +License: Apache-2.0 +--- + +# Cardano Decentralized Message Queue + +## Abstract + +We propose to create a decentralized message diffusion protocol leveraging the Cardano network layer. This protocol allows to follow a topic based diffusion of messages from publishers to subscribers in a decentralized way. + +The messages can be sent and received by nodes running in a non intrusive way side by side to the Cardano node in order to enable inter-nodes communications. + +In this way, we can significantly reduce the cost and effort required to build a decentralised network for message diffusion by using Cardano's established infrastructure, with limited impact on the performance and no impact on the security of the Cardano network. + +# Motivation + +Mithril is a protocol based on a [Stake-based Threshold Multi-signature scheme](https://iohk.io/en/research/library/papers/mithril-stake-based-threshold-multisignatures/) which leverages the Cardano SPOs to certify data from the Cardano chain in a trustless way. Mithril is currently used in the Cardano ecosystem in order to enable fast bootstrapping of full nodes and enabling secure light wallets. + +The Mithril protocol coordinates the collection of individual signatures originating from the signers (run by SPOs) by the aggregators which combine them into Mithril multi-signatures and certificates. In order to be fully decentralized, the protocol needs to rely on a decentralized peer to peer network which, if built from the ground up, would require significant efforts and investment. Furthermore, the majority of SPO's, as the representatives of Cardano's active stake, will have to adopt and operate Mithril nodes alongside their Cardano node. Thus a natural solution is to use the Cardano network layer to significantly facilitate the development of Mithril protocol without a significant impact on the Cardano network or high maintenance efforts for the SPOs. + +Other protocols in the Cardano ecosystem, such as Leios and Peras (and probably other protocols in the future), also need the capability to diffuse messages originating from block producers in a decentralized fashion. However, in the Leios and Peras cases, the Cardano node itself is a producer and consumer of these messages. We have taken into consideration this need for a generic solution in the design proposed. + +The proposed solution is described in detail below. + +# Specification + +## Overview + +![Overview](./img/overview.jpg) + +This specification proposes to create `3` new mini-protocols in the Cardano network layer: + +- `node-2-node`: + - [**Message Submission mini-protocol**](#Message-Submission-mini-protocol): Diffusion of the messages on the Cardano network. +- `node-2-client`: + - [**Local Message Submission mini-protocol**](#Local-Message-Submission-mini-protocol): Local submission of a message to be diffused by the Cardano network. + - [**Local Message Notification mini-protocol**](#Local-Message-Notification-mini-protocol): Local notification of a message received from the Cardano network. + +## Message Submission mini-protocol + +### Description + +The node to node message submission protocol is used to transfer messages between full nodes. It follows a pull-based strategy where the server asks for new messages and the client returns them back. This protocol is designed to guard both sides against resource consumption attacks from the other side in a trustless setting. There exists a local message submission protocol which is used when the server trusts a local client as described in the [following section](#Local-Message-Submission-mini-protocol). + +### State machine + +| Agency || +|--------|------| +| Client has Agency | StInit, StMessageIdsNonBlocking, StMessageIdsBlocking, StMessages | +| Server has Agency | StIdle | + +```mermaid +stateDiagram-v2 + + classDef White fill:white,stroke:white + classDef Black fill:white,stroke:black + classDef Blue fill:white,stroke:blue + classDef Green fill:white,stroke:green + + start:::White --> StInit:::Green + StInit:::Green --> StIdle:::Blue : MsgInit + StIdle:::Blue --> StMessageIdsBlocking:::Green : MsgRequestMessageIdsBlocking + StMessageIdsBlocking:::Green --> StIdle:::Blue : MsgReplyMessageIds + StIdle:::Blue --> StMessageIdsNonBlocking:::Green : MsgRequestMessageIdsNonBlocking + StMessageIdsNonBlocking:::Green --> StIdle:::Blue : MsgReplyMessageIds + StMessageIdsBlocking:::Green --> StDone:::Black : MsgDone + StIdle:::Blue --> StMessages:::Green : MsgRequestMessages + StMessages:::Green --> StIdle:::Blue : MsgReplyMessages + +``` + +#### Protocol messages + +* **MsgInit**: Initial message of the protocol. +* **MsgRequestMessageIdsNonBlocking(ack,req)**: The server asks for new message ids and acknowledges old ids. The client immediately replies (possible with an empty list). +* **MsgRequestMessageIdsBlocking(ack,req)**: The server asks for new messages ids and acknowledges old ids. The client will block until new messages are available. +* **MsgReplyMessageIds([(id,size)])**: The client replies with a list of available messages. The list contains pairs of message ids and the corresponding size of the message in bytes. In the blocking case the reply is guaranteed to contain at least one message. In the non-blocking case, the reply may contain an empty list. +* **MsgRequestMessages([ids])**: The server requests messages by sending a list of message-ids. +* **MsgReplyMessages([messages])**: The client replies with a list messages. +* **MsgClientDone**: The client terminates the mini-protocol. + +#### Transition table + +| From state | Message | Parameters | To State| +|--------|------|----|----| +| StInit | MsgInit | | StIdle | +| StIdle | MsgRequestMessageIdsBlocking | ack,req | StMessageIdsBlocking | +| StMessageIdsBlocking | MsgReplyMessageIds | [(id,size)] | StIdle | +| StIdle | MsgRequestMessageIdsNonBlocking | ack,req | StMessageIdsNonBlocking | +| StMessageIdsNonBlocking | MsgReplyMessageIds | [(id,size)] | StIdle | +| StIdle | MsgRequestMessages | [ids] | StMessages | +| StMessages | MsgReplyMessages | [messages] | StIdle | +| StMessageIdsBlocking | MsgDone | | StDone | + +#### CDDL encoding specification + + +```cddl + 1 + 2 messageSubmissionMessage + 3 = msgInit + 4 / msgRequestMessageIds + 5 / msgReplyMessageIds + 6 / msgRequestMessages + 7 / msgReplyMessages + 8 / msgDone + 9 +10 msgInit = [0] +11 msgRequestMessageIds = [1, isBlocking, messageCount, messageCount] +12 msgReplyMessageIds = [2, [ *messageIdAndSize ] ] +13 msgRequestMessages = [3, messageIdList ] +14 msgReplyMessages = [4, ] +15 msgDone = [5, ] +16 +17 isBlocking = false / true +18 messageCount = word16 +19 messageId = bstr +20 messageBody = bstr +21 messageIdAndSize = [ messageId, messageSizeInBytes ] +22 messageIdList = [ * messageId ] +23 messageList = [ * message ] +24 messageSizeInBytes = word32 +25 kesSignature = bstr +26 operationalCertificate = bstr +27 blockNumber = word32 +28 +29 message = [ +30 messageId, +31 messageBody, +32 blockNumber, +33 kesSignature, +34 operationalCertificate +35 ] +30 +``` + +### Client and server implementation + +This mini-protocol is designed with two goals in mind: +* diffuse messages with high efficiency +* protect from asymmetric resource attacks from the message consumer against the message provider + +The mini-protocol is based on two pull-based operations: +- the message consumer asks for message ids, +- and uses these ids to request a batch of messages (which it has not received yet) + +The client is responsible for initiating the mini-protocol with a peer node, but the server (i.e. the other node) is the one who asks for information. + +The client maintains a limited size FIFO queue of outstanding messages for each of the servers it is connected to, so does the server with a mirror FIFO queue of message ids: +- the server asks for the next message ids and acknowledges for the previous message ids received (and removed from its queue). +- the client removes the acknowledged ids from the FIFO queue it maintains for the server. +- the server can download the content of the messages by giving an unordered list of ids to the client. + +The protocol supports blocking and non-blocking requests: +- the client must reply immediately to a non-blocking request. +- the server must wait until the client has at least one message available. +- if the current queue of the server is empty, it must use a blocking request and a non-blocking request otherwise. + +### Protocol authentication + +#### Message authentication mechanism +The message body is signed with the KES key of the SPO. This signature and the operational certificate of the SPO are appended to the message which is diffused. + +Before being diffused to other peers, an incoming message must be verified by the receiving node. This is done with the following steps: +- Verify that the operational certificate is valid by checking that the KES verification key is signed by cold secret key. +- Verify the KES signature of the message body with the KES verification key from the operational certificate. +- Compute the SPO pool id by hashing the cold verification key from the operational certificate. +- Make sure that this pool id is part of the stake distribution (the network layer will need to have access to this information). + +If any of these step fails, the message is considered as invalid, which is a protocol violation. + +> [!WARNING] +> We also probably need to make sure that the KES key used to sign is from the latest rotation: +> - either the last seen opcert number in the block headers of the chain. +> - or the last seen opcert number from a previous message diffused. +> - or the last opcert number recorded in the Mithril signer registration. +> +> If the opcert number received is strictly lower than the previous one which has been seen, it should be considered as a protocol violation. + +#### Cost of authentication + +> [!NOTE] +> Computations are based on the assumption of a **2 ms** KES signature verification time on a virtual CPU, which may vary on different infrastructures. + +For a total of **3,100** Cardano SPOs on the `mainnet`, on an average **50%** of them will be eligible to send signatures (i.e. will win at least one lottery in the Mithril protocol). This means that if the full Cardano stake distribution is involved in the Mithril protocol, only **1,550** signers will send signatures at each round: + +- the number of messages received by a node which need to be verified is: + +| Send period | Messages sent | +| ----------- | ------------- | +| 1 min | 64 M/month | +| 2 min | 32 M/month | +| 5 min | 13 M/month | +| 10 min | 7 M/month | + +- the extra CPU time for the verification of messages based on the aforementioned volume of messages received is: + +| Send period | CPU core usage | +| ----------- | -------------- | +| 1 min | 5% | +| 2 min | 2.5% | +| 5 min | 1.0% | +| 10 min | 0.5% | + +### Network load + +#### Mithril extra network usage + +> [!NOTE] +> The below computations of the network throughput and volume apply a multiplicative factor of **2** to the number of messages transmitted to reflect the redudancy of the diffusion mechanism. + +> [!WARNING] +> Some compression can be applied to the Mithril signatures which allows them to always be on the lower bound size, but it is not implemented yet. + +The following tables gather figures about expected network load in the case of **Mithril** using the mini-protocol to diffuse the individual signatures: + +| Message part | Lower bound | Upper bound | +|--------|------|------| +| messageId | 32 B | 32 B | +| messageBody | 360 B | 2,000 B | +| blockNumber | 4 B | 4 B | +| kesSignature | 448 B | 448 B | +| operationalCertificate | 304 B | 304 Bytes | + +| Message | Lower bound | Upper bound | +|--------|------|------| +| total | 1,148 B | 2,788 B | + +For a total of **3,100** Cardano SPOs on the `mainnet`, on an average **50%** of them will be eligible to send signatures (i.e. will win at least one lottery in the Mithril protocol). This means that if the full Cardano stake distribution is involved in the Mithril protocol, only **1,550** signers will send signatures at each round: + +- the network outbound throughput of a peer is: + +| Send period | Lower bound | Upper bound | +| ----------- | ----------- | ----------- | +| 1 min | 57 kB/s | 138 kB/s | +| 2 min | 29 kB/s | 69 kB/s | +| 5 min | 12 kB/s | 28 kB/s | +| 10 min | 6 kB/s | 14 kB/s | + +- the network outbound volume of a peer is: + +| Send period | Lower bound | Upper bound | +| ----------- | ------------ | ------------ | +| 1 min | 147 GB/month | 356 GB/month | +| 2 min | 74 GB/month | 178 GB/month | +| 5 min | 30 GB/month | 72 GB/month | +| 10 min | 15 GB/month | 36 GB/month | + +### Infrastructure extra operating costs + +#### Networking traffic cost + +> [!NOTE] +> - These data apply to cloud providers which bill the traffic on the volume, not the bandwidth. +> - Some cloud providers offer a free tier for the first **100GB** of traffic which is not taken into consideration here for simplicity. + +| Cloud Provider | Inbound Traffic | Outbound Traffic | +|--------|------|------| +| AWS | 0 $/GB | 0.09 $/GB | +| GCP | 0 $/GB | 0.11 $/GB | +| Azure | 0 $/GB | 0.09 $/GB | +| Average | 0 $/GB | 0.1 $/GB | + + +#### Mithril message diffusion extra networking cost + +For a total of `3,000` SPOs sending messages, the extra networking cost incurred for a Cardano full node is: + +| Send period | Lower bound | Upper bound | +| ----------- | ----------- | ----------- | +| 1 min | 15 $/month | 36 $/month | +| 2 min | 8 $/month | 18 $/month | +| 5 min | 3 $/month | 8 $/month | +| 10 min | 2 $/month | 4 $/month | + +### Possible attacks + +#### Sybil attack + +In this attack, a malicious sender would attempt to create multiple identities impersonating SPOs. This attack is completely mitigated by the [Message authentication mechanism](#Message-authentication-mechanism) as only active SPO on the Cardano chain can be authenticated and send messages. This would be considered as a protocol violation and the malicous peer would be disconnected. + +#### Equivocation + +In this attack, a malicious SPO would send different messages to different peers. This attack needs to be handled by the receiver of the message as the network layer does not verify the content of the message body by design. + +In the specific case of Mithril, the individual signature is unique so there will be two cases: +- the message embeds a valid signature and it will be accepted by the receiving Mithril aggregator. +- the message embeds an invalid signature and it will be rejected by the receiving Mithril aggregator. + +#### DoS attack + +In this attack, a malicous SPO would try to flood the network by sending many messages at once. In that case, the network layer could detect that the throughput of messages originating from a SPO is above a threshold and consider it as a protocol violation, thus disconnecting the malicous peer. If a peer asks for N messages and receives more than N messages, then it would also be considered aS a protocol violation. Also, the way mini-protocols are implemented allows to set a maximum message size. + +## Local Message Submission mini-protocol + +### Description + +The local message submission mini-protocol is used by local clients to submit message to a local node. This mini-protocol is **not** used to diffuse messages from a core node to another. + +The protocol follows a simple request-response pattern: + +1. The client sends a request with a single message. +2. The server either accepts the message (and returns a confirmation) or rejects it (and returns the reason) + +### State machine + +| Agency || +|--------|------| +| Client has Agency | StIdle | +| Server has Agency | StBusy | + +```mermaid +stateDiagram-v2 + + classDef White fill:white,stroke:white + classDef Black fill:white,stroke:black + classDef Blue fill:white,stroke:blue + classDef Green fill:white,stroke:green + + start:::White --> StIdle:::Blue; + StIdle:::Blue --> StBusy:::Green : MsgSubmitMessage + StBusy:::Green --> StIdle:::Blue : MsgAcceptMessage + StBusy:::Green --> StIdle:::Blue : MsgRejectMessage + StIdle:::Blue --> StDone:::Black : MsgDone + +``` + +#### Protocol messages + +* **MsgSubmitMessage(message)**: The client submits a message. +* **MsgAcceptMessage**: The server accepts the message. +* **MsgRejectMessage(reason)**: The server rejects the message and replies with a *reason*. +* **MsgDone**: The client terminates the mini-protocol. + +#### Transition table + +| From state | Message | Parameters | To State| +|--------|------|----|----| +| StIdle | MsgSubmitMessage | message | StBusy | +| StBusy | MsgAcceptMessage | | StIdle | +| StBusy | MsgRejectMessage | reason | StIdle | +| StIdle | MsgDone | | StDone | + + +## Local Message Notification mini-protocol + +### Description + +The local message notification mini-protocol is used by local clients to be notified about new message received by the core node. + +The protocol follows a simple request-response pattern: + +1. The client sends a request with a single message. +2. The server either accepts the message (and returns a confirmation) or rejects it (and returns the reason) + +### State machine + +| Agency || +|--------|------| +| Client has Agency | StIdle | +| Server has Agency | StBusy | + +```mermaid +stateDiagram-v2 + + classDef White fill:white,stroke:white + classDef Black fill:white,stroke:black + classDef Blue fill:white,stroke:blue + classDef Green fill:white,stroke:green + + start:::White --> StIdle:::Blue; + StIdle:::Blue --> StBusy:::Green : MsgNextMessage + StBusy:::Green --> StIdle:::Blue : MsgHasMessage + StBusy:::Green --> StIdle:::Blue : MsgTimeoutMessage + StIdle:::Blue --> StDone:::Black : MsgDone + +``` + +#### Protocol messages + +* **MsgNextMessage**: The client asks for the next message. +* **MsgHasMessage(message)**: The server has received a message. +* **MsgTimeoutMessage**: The server has not received a message and times out. +* **MsgDone**: The client terminates the mini-protocol. + +#### Transition table + +| From state | Message | Parameters | To State| +|--------|------|----|----| +| StIdle | MsgNextMessage | | StBusy | +| StBusy | MsgHasMessage | message | StIdle | +| StBusy | MsgTimeoutMessage | reason | StIdle | +| StIdle | MsgDone | | StDone | + +# Rationale + +## Why are we proposing this CIP? + +### For Mithril + +* Mithril requires strong network foundations to support interactions between its various nodes: + + * Mithril needs to exist in a decentralized context where multiple aggregators can operate seamlessly and independently. + * Mithril needs participation of all or nearly all of the Cardano network SPOs to provide maximal security to the multi-signatures embedded in the certificates. + * Creating a separate network would entail significant costs and efforts (there are more than 3,000 SPOs which would need to be connected with resilient and secure network, and much more passive nodes). + * Cardano SPOs need to be vigilant about what other applications run on their block producers and relay nodes. While a separate p2p network could be created, incoming connections must be treated carefully and all the same DoS considerations as with Cardano would need to apply. By standardizing the message diffusion of Mithril in the same way as the Cardano protocol stack, the additional risk of operating Mithril is greatly reduced. + * The Cardano network is very efficient for diffusion (e.g. broadcasting) which is precisely what is needed for Mithril. + * Mithril signer node needs to run on the same machine as the Cardano block producing node (to access the KES keys). It makes sense to use the same network layer, which will also facilitate a high level of participation. + +### For Cardano + +* Why would it be great for Cardano to support a decentralized message queue with its network? + + * This is a required feature to make the Cardano ecosystem scalable. + * The design is versatile enough to support present and future use cases. + +# Information Diffusion Architecture + +In this section, we propose an architecture for `Cardano` and `Mithril`. Note, +in this section, `Mithril` is used as a placeholder for a possible `Mithril` +application: we've seen many ideas about how `Mithril` can be used in `Cardano` +and all of them can follow this design. + +Any software included in `cardano-node` needs to undergo a rigorous development +and review process to avoid catastrophic events. We think that merging +`Cardano`, a mature software, with new technologies, should be a process, and +thus we propose first to develop `Mithril` nodes as standalone processes which +communicate with `cardano-node` via its local interface (`node-to-client` +protocol). As we will see, this approach has advantages for the `Mithril` +network and SPOs. + +`Ouroboros-Network` (ON) is, to a large extent, an agnostic network stack, +which can be adapted to be used by both `Cardano` and `Mithril`. To construct +an overlay network, the stack needs to access stake pool information registered +on chain. This can be done via the `node-to-client` protocol over a Unix +socket. Since `Mithril` nodes will have their own end-points, we'll either need +to propose a modification to the SPO registration process, which includes +`Mithril` nodes, or we could pass incoming `mithril` connections from +`cardano-node` to the `Mithril` node via +[CMSG_DATA](https://man.openbsd.org/CMSG_DATA.3). + +`Ouroboros-Network` outbound governor component, which is responsible for +creating the overlay network has a built-in mechanism which churns connections +based on a defined metric. By developing a standalone `Mithril` node, we can +design metrics specific for the purpose. This way, the `Mithril` network will +optimise for its benefits rather than being stuck in a suboptimal solution from +its perspective - if `Mithril` and `Cardano` were tied more strongly (e.g. as +part `cardano-node`), then we wouldn't have that opportunity because `Cardano` +must meet its deadlines, or the security of the system as a whole must be at +stake. + +Eventually, there will be many `Mithril` applications, and all of them might +have different network requirements and thus might require slightly different +configurations. We SHOULD aim to build something that can be used as +a scaffolding for such applications. This may also open future avenues for +delivering new functionalities that fit together well with existing +infrastructure while still mitigating the risk of catastrophic events at the +core of the system. + +Please also note that any protocols and their instances that will be built as +part of the standalone `Mithril` node could be reused in future for `Peras` and +`Leios`. It will give us even more confidence that the future core system will +be built from components that are used in production. + +`Cardano` and `Mithril`, as separate executables, can still be packaged +together, lowering the barrier of participation. When run separately, the SPO +is also in better control of the resources dedicated to each process - this is +important for the health of both systems. + +Another benefit of such a design is that `Mithril` can be developed on its own +pace, not affected by significant changes in other parts of the system like +ledger - the Cardano Core team restrains itself to not publishing new `cardano-node` +versions with significant changes across many of its subsystems - just for the +sake of clarity of where to look if a bug is found. + +In this design, a `Mithril` node runs alongside a `cardano-node`, which is connected to +it via a UNIX socket (`node-to-client`) protocol. This means an SPO will run +a `Mithril` node per `cardano-node`. The `Mithril` node connected to BP can +also have access to necessary keys for signing purposes. `Mithril` might also +use the KES agent, as `cardano-node` will in the near future, to securely access +the KES key. + + +# Path to Active + +## Acceptance Criteria + +1. A Cardano node implementing the previously described mini-protocols is released for production. +1. A message producer node (e.g. a Mithril signer) publishing messages to the local Cardano node through mini-protocols is released. +1. A message subscriber node (e.g. a Mithril aggregator) receiving messages from the local Cardano node is released. + +## Implementation Plan + +> [!WARNING] +> A hard-fork of the Cardano chain may be required if some information, like peer ports for an overlay network, are to be registered by the SPOs on-chain. + +* Write a "formal" specification of the protocols along with vectors/conformance checker for protocol's structure and state machine logic. +* Write an architecture document extending this CIP with more technical details about the implementation. +* Validate protocol behaviour with all relevant parties (Network and Node teams). +* Validate performance profile and impact on Cardano network. +* Implement the Cardano n2n and n2c mini-protocols in the Cardano node. +* Implement the Cardano n2c mini-protocols in Mithril signer and aggregator nodes. + +# Further Reading + +### Cardano network + +* **The Shelley Networking Protocol**: https://ouroboros-network.cardano.intersectmbo.org/pdfs/network-spec/network-spec.pdf +* **Introduction to the design of the Data Diffusion and +Networking for Cardano Shelley**: https://ouroboros-network.cardano.intersectmbo.org/pdfs/network-design/network-design.pdf + +### Mithril +* **Mithril: Stake-based Threshold Multisignatures**: https://iohk.io/en/research/library/papers/mithril-stake-based-threshold-multisignatures/ +* **Mithril Network Architecture**: https://mithril.network/doc/mithril/mithril-network/architecture +* **Mithril Protocol in depth**: https://mithril.network/doc/mithril/mithril-protocol/protocol +* **Mithril Certificate Chain in depth**: https://mithril.network/doc/mithril/mithril-protocol/certificates +* **Fast Bootstrap a Cardano node**: https://mithril.network/doc/manual/getting-started/bootstrap-cardano-node +* **Run a Mithril Signer node (SPO)**: https://mithril.network/doc/manual/getting-started/run-signer-node/ +* **Mithril Threat Model**: https://mithril.network/doc/mithril/threat-model + +# Copyright + +This CIP is licensed under [Apache-2.0](http://www.apache.org/licenses/LICENSE-2.0) \ No newline at end of file diff --git a/CIP-0XXX/img/overview.jpg b/CIP-0XXX/img/overview.jpg new file mode 100644 index 0000000000000000000000000000000000000000..426552118dc13ed4dc38bca0dbafb4e91fe5282d GIT binary patch literal 109091 zcmeFZcUTi!w>TUTQBYJ+KtMneLI*WKq;sSM5_;%ekd{C|dPha+Jp_=hK!DIYgkl5f zMM6LcO}c=fR0T!9c+S1=@xAB1_nzPP{GR*$@!gdtGi&zjz1rTh*4i_B=EvI~?*Qi! zFgOfw>=*!WjQRuom_POwuA*Y2ht!3^wbcGN(F33Y?KJ=ZO)B%7|v42tLzbdA;cksGRt?-HZ=kug8rwV(KieGg40~h>> z+x>yd|HS>g?|4(|=>5b!4UsBT+@6XHI{kv%{es`VQ6nUf_pvyAiW0w98dbQ%q{}}XbJ}aE>Zq0<9iGMoO=iW zG!Fk+_NPtm*m~OjPL7tkrEzow0Je((07f$a;KFMFfWhMTbJWehknIZf)Mct%?$nqpg%=V z&v5448HUqmPt(&gGBKV#cm6!nd4@C07nsjqpyKC$5;^v><#F0m)Q0Cz)1Ri6{vX1R z=K!Wt$CGJc$BzL4G)%{iGadWU3E-ld`}ncn;osFgL3i>L?eSwY^wiT1=K+8dRKbrk z(4U|`&2ZxQ3BWO$_aRrf7!SjLbG#TKu` 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